2020-09-12 14:07:40,451 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.7 (default, May 7 2020, 21:25:33) [GCC 7.3.0] CUDA available: True CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 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: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50 - CuDNN 7.5.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.2.0 MMCV: 1.0.5 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-09-12 14:07:40,452 - mmaction - INFO - Distributed training: True 2020-09-12 14:07:40,452 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/tsm/tsm_r50_1x1x8_50e_sthv2_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=174, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/sth-v2/rawframes_train' data_root_val = 'data/sth-v2/rawframes_val' ann_file_train = 'data/sth-v2/sth-v2_train_list.txt' ann_file_val = 'data/sth-v2/sth-v2_val_list.txt' ann_file_test = 'data/sth-v2/sth-v2_val_list.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), 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, filename_tmpl='{:05}.jpg', pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, filename_tmpl='{:05}.jpg', pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, filename_tmpl='{:05}.jpg', pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0005) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 checkpoint_config = dict(interval=1) evaluation = dict( interval=2, 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/tsm_r50_1x1x8_50e_sthv2_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-09-12 14:08:00,155 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-09-12 14:08:03,364 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-96, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/tsm_r50_1x1x8_50e_sthv2_rgb_8g 2020-09-12 14:08:03,365 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-09-12 14:15:38,507 - mmaction - INFO - Epoch [1][20/2640] lr: 1.000e-02, eta: 34 days, 17:42:06, time: 22.741, data_time: 21.337, memory: 7069, top1_acc: 0.0086, top5_acc: 0.0602, loss_cls: 5.4443, loss: 5.4443, grad_norm: 3.9603 2020-09-12 14:15:58,806 - mmaction - INFO - Epoch [1][40/2640] lr: 1.000e-02, eta: 18 days, 3:39:52, time: 1.030, data_time: 0.019, memory: 7069, top1_acc: 0.0211, top5_acc: 0.0797, loss_cls: 5.5158, loss: 5.5158, grad_norm: 4.1029 2020-09-12 14:16:17,925 - mmaction - INFO - Epoch [1][60/2640] lr: 1.000e-02, eta: 12 days, 14:04:33, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.0289, top5_acc: 0.0922, loss_cls: 5.1722, loss: 5.1722, grad_norm: 3.2935 2020-09-12 14:16:37,415 - mmaction - INFO - Epoch [1][80/2640] lr: 1.000e-02, eta: 9 days, 19:26:01, time: 0.973, data_time: 0.133, memory: 7069, top1_acc: 0.0211, top5_acc: 0.0906, loss_cls: 5.0744, loss: 5.0744, grad_norm: 2.4629 2020-09-12 14:16:57,359 - mmaction - INFO - Epoch [1][100/2640] lr: 1.000e-02, eta: 8 days, 3:37:37, time: 0.997, data_time: 0.087, memory: 7069, top1_acc: 0.0305, top5_acc: 0.0977, loss_cls: 4.9818, loss: 4.9818, grad_norm: 2.3428 2020-09-12 14:17:15,692 - mmaction - INFO - Epoch [1][120/2640] lr: 1.000e-02, eta: 7 days, 0:36:10, time: 0.918, data_time: 0.223, memory: 7069, top1_acc: 0.0312, top5_acc: 0.1109, loss_cls: 4.9265, loss: 4.9265, grad_norm: 2.5531 2020-09-12 14:17:35,556 - mmaction - INFO - Epoch [1][140/2640] lr: 1.000e-02, eta: 6 days, 5:39:56, time: 0.988, data_time: 0.388, memory: 7069, top1_acc: 0.0305, top5_acc: 0.1187, loss_cls: 4.9162, loss: 4.9162, grad_norm: 2.1741 2020-09-12 14:17:54,640 - mmaction - INFO - Epoch [1][160/2640] lr: 1.000e-02, eta: 5 days, 15:19:41, time: 0.959, data_time: 0.362, memory: 7069, top1_acc: 0.0336, top5_acc: 0.1094, loss_cls: 4.9200, loss: 4.9200, grad_norm: 2.5219 2020-09-12 14:18:14,513 - mmaction - INFO - Epoch [1][180/2640] lr: 1.000e-02, eta: 5 days, 4:17:34, time: 0.988, data_time: 0.141, memory: 7069, top1_acc: 0.0289, top5_acc: 0.1313, loss_cls: 4.8599, loss: 4.8599, grad_norm: 2.2122 2020-09-12 14:18:33,416 - mmaction - INFO - Epoch [1][200/2640] lr: 1.000e-02, eta: 4 days, 19:19:41, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.0367, top5_acc: 0.1336, loss_cls: 4.8275, loss: 4.8275, grad_norm: 2.4233 2020-09-12 14:18:52,945 - mmaction - INFO - Epoch [1][220/2640] lr: 1.000e-02, eta: 4 days, 12:03:41, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.0289, top5_acc: 0.1250, loss_cls: 4.8340, loss: 4.8340, grad_norm: 2.4205 2020-09-12 14:19:10,941 - mmaction - INFO - Epoch [1][240/2640] lr: 1.000e-02, eta: 4 days, 5:48:03, time: 0.905, data_time: 0.007, memory: 7069, top1_acc: 0.0352, top5_acc: 0.1344, loss_cls: 4.8282, loss: 4.8282, grad_norm: 2.5956 2020-09-12 14:19:29,254 - mmaction - INFO - Epoch [1][260/2640] lr: 1.000e-02, eta: 4 days, 0:31:02, time: 0.910, data_time: 0.005, memory: 7069, top1_acc: 0.0312, top5_acc: 0.1492, loss_cls: 4.7363, loss: 4.7363, grad_norm: 2.6938 2020-09-12 14:19:47,563 - mmaction - INFO - Epoch [1][280/2640] lr: 1.000e-02, eta: 3 days, 20:00:50, time: 0.920, data_time: 0.055, memory: 7069, top1_acc: 0.0328, top5_acc: 0.1578, loss_cls: 4.7957, loss: 4.7957, grad_norm: 2.4697 2020-09-12 14:20:08,936 - mmaction - INFO - Epoch [1][300/2640] lr: 1.000e-02, eta: 3 days, 16:28:27, time: 1.069, data_time: 0.009, memory: 7069, top1_acc: 0.0477, top5_acc: 0.1586, loss_cls: 4.7210, loss: 4.7210, grad_norm: 2.7047 2020-09-12 14:20:28,531 - mmaction - INFO - Epoch [1][320/2640] lr: 1.000e-02, eta: 3 days, 13:10:20, time: 0.980, data_time: 0.003, memory: 7069, top1_acc: 0.0414, top5_acc: 0.1523, loss_cls: 4.7693, loss: 4.7693, grad_norm: 2.5490 2020-09-12 14:20:47,771 - mmaction - INFO - Epoch [1][340/2640] lr: 1.000e-02, eta: 3 days, 10:12:33, time: 0.957, data_time: 0.024, memory: 7069, top1_acc: 0.0445, top5_acc: 0.1570, loss_cls: 4.7299, loss: 4.7299, grad_norm: 2.8629 2020-09-12 14:21:07,056 - mmaction - INFO - Epoch [1][360/2640] lr: 1.000e-02, eta: 3 days, 7:35:57, time: 0.969, data_time: 0.061, memory: 7069, top1_acc: 0.0383, top5_acc: 0.1484, loss_cls: 4.7508, loss: 4.7508, grad_norm: 2.4392 2020-09-12 14:21:27,715 - mmaction - INFO - Epoch [1][380/2640] lr: 1.000e-02, eta: 3 days, 5:22:45, time: 1.029, data_time: 0.089, memory: 7069, top1_acc: 0.0414, top5_acc: 0.1852, loss_cls: 4.6134, loss: 4.6134, grad_norm: 2.9421 2020-09-12 14:21:46,159 - mmaction - INFO - Epoch [1][400/2640] lr: 1.000e-02, eta: 3 days, 3:11:30, time: 0.926, data_time: 0.007, memory: 7069, top1_acc: 0.0367, top5_acc: 0.1641, loss_cls: 4.6842, loss: 4.6842, grad_norm: 2.7299 2020-09-12 14:22:04,126 - mmaction - INFO - Epoch [1][420/2640] lr: 1.000e-02, eta: 3 days, 1:09:37, time: 0.896, data_time: 0.007, memory: 7069, top1_acc: 0.0570, top5_acc: 0.1797, loss_cls: 4.6264, loss: 4.6264, grad_norm: 3.1390 2020-09-12 14:22:23,364 - mmaction - INFO - Epoch [1][440/2640] lr: 1.000e-02, eta: 2 days, 23:25:28, time: 0.963, data_time: 0.055, memory: 7069, top1_acc: 0.0594, top5_acc: 0.1805, loss_cls: 4.6329, loss: 4.6329, grad_norm: 2.9044 2020-09-12 14:22:44,217 - mmaction - INFO - Epoch [1][460/2640] lr: 1.000e-02, eta: 2 days, 21:57:35, time: 1.039, data_time: 0.326, memory: 7069, top1_acc: 0.0477, top5_acc: 0.1789, loss_cls: 4.6264, loss: 4.6264, grad_norm: 2.7889 2020-09-12 14:23:03,225 - mmaction - INFO - Epoch [1][480/2640] lr: 1.000e-02, eta: 2 days, 20:29:11, time: 0.954, data_time: 0.365, memory: 7069, top1_acc: 0.0555, top5_acc: 0.1797, loss_cls: 4.6310, loss: 4.6310, grad_norm: 3.1218 2020-09-12 14:23:22,268 - mmaction - INFO - Epoch [1][500/2640] lr: 1.000e-02, eta: 2 days, 19:07:39, time: 0.952, data_time: 0.339, memory: 7069, top1_acc: 0.0695, top5_acc: 0.2172, loss_cls: 4.5351, loss: 4.5351, grad_norm: 3.2493 2020-09-12 14:23:41,263 - mmaction - INFO - Epoch [1][520/2640] lr: 1.000e-02, eta: 2 days, 17:52:09, time: 0.949, data_time: 0.127, memory: 7069, top1_acc: 0.0680, top5_acc: 0.2055, loss_cls: 4.5847, loss: 4.5847, grad_norm: 2.9263 2020-09-12 14:24:00,362 - mmaction - INFO - Epoch [1][540/2640] lr: 1.000e-02, eta: 2 days, 16:42:31, time: 0.953, data_time: 0.232, memory: 7069, top1_acc: 0.0680, top5_acc: 0.1945, loss_cls: 4.5279, loss: 4.5279, grad_norm: 3.0832 2020-09-12 14:24:19,444 - mmaction - INFO - Epoch [1][560/2640] lr: 1.000e-02, eta: 2 days, 15:38:08, time: 0.957, data_time: 0.155, memory: 7069, top1_acc: 0.0664, top5_acc: 0.2094, loss_cls: 4.5414, loss: 4.5414, grad_norm: 3.2291 2020-09-12 14:24:40,754 - mmaction - INFO - Epoch [1][580/2640] lr: 1.000e-02, eta: 2 days, 14:46:28, time: 1.067, data_time: 0.426, memory: 7069, top1_acc: 0.0563, top5_acc: 0.1961, loss_cls: 4.6305, loss: 4.6305, grad_norm: 2.7235 2020-09-12 14:24:59,945 - mmaction - INFO - Epoch [1][600/2640] lr: 1.000e-02, eta: 2 days, 13:49:57, time: 0.953, data_time: 0.362, memory: 7069, top1_acc: 0.0578, top5_acc: 0.2344, loss_cls: 4.4728, loss: 4.4728, grad_norm: 3.2315 2020-09-12 14:25:19,228 - mmaction - INFO - Epoch [1][620/2640] lr: 1.000e-02, eta: 2 days, 12:58:15, time: 0.970, data_time: 0.380, memory: 7069, top1_acc: 0.0641, top5_acc: 0.2211, loss_cls: 4.5128, loss: 4.5128, grad_norm: 2.9106 2020-09-12 14:25:38,398 - mmaction - INFO - Epoch [1][640/2640] lr: 1.000e-02, eta: 2 days, 12:08:52, time: 0.957, data_time: 0.361, memory: 7069, top1_acc: 0.0656, top5_acc: 0.2117, loss_cls: 4.5166, loss: 4.5166, grad_norm: 3.1385 2020-09-12 14:25:55,974 - mmaction - INFO - Epoch [1][660/2640] lr: 1.000e-02, eta: 2 days, 11:17:23, time: 0.880, data_time: 0.208, memory: 7069, top1_acc: 0.0672, top5_acc: 0.2250, loss_cls: 4.4944, loss: 4.4944, grad_norm: 3.2460 2020-09-12 14:26:15,710 - mmaction - INFO - Epoch [1][680/2640] lr: 1.000e-02, eta: 2 days, 10:35:21, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.0711, top5_acc: 0.2359, loss_cls: 4.4372, loss: 4.4372, grad_norm: 3.3775 2020-09-12 14:26:34,623 - mmaction - INFO - Epoch [1][700/2640] lr: 1.000e-02, eta: 2 days, 9:53:50, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.0789, top5_acc: 0.2188, loss_cls: 4.4585, loss: 4.4585, grad_norm: 3.2619 2020-09-12 14:26:54,626 - mmaction - INFO - Epoch [1][720/2640] lr: 1.000e-02, eta: 2 days, 9:17:39, time: 1.001, data_time: 0.006, memory: 7069, top1_acc: 0.0773, top5_acc: 0.2250, loss_cls: 4.4464, loss: 4.4464, grad_norm: 3.3542 2020-09-12 14:27:14,082 - mmaction - INFO - Epoch [1][740/2640] lr: 1.000e-02, eta: 2 days, 8:41:44, time: 0.973, data_time: 0.003, memory: 7069, top1_acc: 0.0820, top5_acc: 0.2711, loss_cls: 4.3494, loss: 4.3494, grad_norm: 3.6230 2020-09-12 14:27:33,027 - mmaction - INFO - Epoch [1][760/2640] lr: 1.000e-02, eta: 2 days, 8:05:53, time: 0.941, data_time: 0.005, memory: 7069, top1_acc: 0.0781, top5_acc: 0.2672, loss_cls: 4.3782, loss: 4.3782, grad_norm: 3.6017 2020-09-12 14:27:52,750 - mmaction - INFO - Epoch [1][780/2640] lr: 1.000e-02, eta: 2 days, 7:34:42, time: 0.992, data_time: 0.009, memory: 7069, top1_acc: 0.0922, top5_acc: 0.2609, loss_cls: 4.3426, loss: 4.3426, grad_norm: 3.6191 2020-09-12 14:28:12,110 - mmaction - INFO - Epoch [1][800/2640] lr: 1.000e-02, eta: 2 days, 7:03:42, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.0891, top5_acc: 0.2516, loss_cls: 4.3775, loss: 4.3775, grad_norm: 3.5090 2020-09-12 14:28:32,976 - mmaction - INFO - Epoch [1][820/2640] lr: 1.000e-02, eta: 2 days, 6:38:21, time: 1.045, data_time: 0.004, memory: 7069, top1_acc: 0.0969, top5_acc: 0.2750, loss_cls: 4.3111, loss: 4.3111, grad_norm: 3.7775 2020-09-12 14:28:51,415 - mmaction - INFO - Epoch [1][840/2640] lr: 1.000e-02, eta: 2 days, 6:07:43, time: 0.921, data_time: 0.005, memory: 7069, top1_acc: 0.0969, top5_acc: 0.2680, loss_cls: 4.3159, loss: 4.3159, grad_norm: 3.6037 2020-09-12 14:29:10,465 - mmaction - INFO - Epoch [1][860/2640] lr: 1.000e-02, eta: 2 days, 5:40:12, time: 0.954, data_time: 0.003, memory: 7069, top1_acc: 0.1039, top5_acc: 0.2766, loss_cls: 4.3084, loss: 4.3084, grad_norm: 3.8566 2020-09-12 14:29:31,303 - mmaction - INFO - Epoch [1][880/2640] lr: 1.000e-02, eta: 2 days, 5:18:03, time: 1.037, data_time: 0.005, memory: 7069, top1_acc: 0.0914, top5_acc: 0.2812, loss_cls: 4.3216, loss: 4.3216, grad_norm: 3.7038 2020-09-12 14:29:48,724 - mmaction - INFO - Epoch [1][900/2640] lr: 1.000e-02, eta: 2 days, 4:48:57, time: 0.874, data_time: 0.022, memory: 7069, top1_acc: 0.0992, top5_acc: 0.2875, loss_cls: 4.2566, loss: 4.2566, grad_norm: 3.9159 2020-09-12 14:30:08,280 - mmaction - INFO - Epoch [1][920/2640] lr: 1.000e-02, eta: 2 days, 4:26:04, time: 0.979, data_time: 0.009, memory: 7069, top1_acc: 0.0891, top5_acc: 0.2836, loss_cls: 4.2812, loss: 4.2812, grad_norm: 3.7987 2020-09-12 14:30:28,772 - mmaction - INFO - Epoch [1][940/2640] lr: 1.000e-02, eta: 2 days, 4:06:17, time: 1.025, data_time: 0.003, memory: 7069, top1_acc: 0.0984, top5_acc: 0.2914, loss_cls: 4.2862, loss: 4.2862, grad_norm: 3.8626 2020-09-12 14:30:46,475 - mmaction - INFO - Epoch [1][960/2640] lr: 1.000e-02, eta: 2 days, 3:40:56, time: 0.885, data_time: 0.007, memory: 7069, top1_acc: 0.1008, top5_acc: 0.2727, loss_cls: 4.2745, loss: 4.2745, grad_norm: 3.5060 2020-09-12 14:31:07,016 - mmaction - INFO - Epoch [1][980/2640] lr: 1.000e-02, eta: 2 days, 3:22:51, time: 1.025, data_time: 0.004, memory: 7069, top1_acc: 0.1070, top5_acc: 0.2914, loss_cls: 4.2070, loss: 4.2070, grad_norm: 3.9213 2020-09-12 14:31:27,294 - mmaction - INFO - Epoch [1][1000/2640] lr: 1.000e-02, eta: 2 days, 3:05:08, time: 1.017, data_time: 0.008, memory: 7069, top1_acc: 0.1016, top5_acc: 0.2766, loss_cls: 4.2633, loss: 4.2633, grad_norm: 3.8267 2020-09-12 14:31:45,455 - mmaction - INFO - Epoch [1][1020/2640] lr: 1.000e-02, eta: 2 days, 2:43:26, time: 0.908, data_time: 0.003, memory: 7069, top1_acc: 0.1367, top5_acc: 0.3297, loss_cls: 4.0865, loss: 4.0865, grad_norm: 4.1992 2020-09-12 14:32:04,580 - mmaction - INFO - Epoch [1][1040/2640] lr: 1.000e-02, eta: 2 days, 2:24:19, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.1164, top5_acc: 0.3070, loss_cls: 4.2030, loss: 4.2030, grad_norm: 3.7819 2020-09-12 14:32:25,119 - mmaction - INFO - Epoch [1][1060/2640] lr: 1.000e-02, eta: 2 days, 2:09:21, time: 1.033, data_time: 0.009, memory: 7069, top1_acc: 0.1195, top5_acc: 0.3180, loss_cls: 4.1583, loss: 4.1583, grad_norm: 4.0226 2020-09-12 14:32:44,402 - mmaction - INFO - Epoch [1][1080/2640] lr: 1.000e-02, eta: 2 days, 1:51:57, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.1219, top5_acc: 0.3148, loss_cls: 4.1505, loss: 4.1505, grad_norm: 4.3209 2020-09-12 14:33:04,085 - mmaction - INFO - Epoch [1][1100/2640] lr: 1.000e-02, eta: 2 days, 1:36:21, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.1195, top5_acc: 0.3109, loss_cls: 4.1487, loss: 4.1487, grad_norm: 4.0710 2020-09-12 14:33:23,085 - mmaction - INFO - Epoch [1][1120/2640] lr: 1.000e-02, eta: 2 days, 1:19:35, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.1172, top5_acc: 0.3047, loss_cls: 4.1611, loss: 4.1611, grad_norm: 4.0265 2020-09-12 14:33:40,567 - mmaction - INFO - Epoch [1][1140/2640] lr: 1.000e-02, eta: 2 days, 1:00:50, time: 0.879, data_time: 0.007, memory: 7069, top1_acc: 0.1055, top5_acc: 0.3195, loss_cls: 4.1744, loss: 4.1744, grad_norm: 4.0711 2020-09-12 14:34:00,265 - mmaction - INFO - Epoch [1][1160/2640] lr: 1.000e-02, eta: 2 days, 0:46:30, time: 0.979, data_time: 0.005, memory: 7069, top1_acc: 0.1359, top5_acc: 0.3344, loss_cls: 4.1104, loss: 4.1104, grad_norm: 4.0316 2020-09-12 14:34:19,421 - mmaction - INFO - Epoch [1][1180/2640] lr: 1.000e-02, eta: 2 days, 0:32:01, time: 0.962, data_time: 0.009, memory: 7069, top1_acc: 0.1320, top5_acc: 0.3375, loss_cls: 4.0916, loss: 4.0916, grad_norm: 4.1883 2020-09-12 14:34:39,121 - mmaction - INFO - Epoch [1][1200/2640] lr: 1.000e-02, eta: 2 days, 0:18:52, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.1172, top5_acc: 0.3078, loss_cls: 4.1672, loss: 4.1672, grad_norm: 3.9569 2020-09-12 14:34:59,148 - mmaction - INFO - Epoch [1][1220/2640] lr: 1.000e-02, eta: 2 days, 0:06:39, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.1414, top5_acc: 0.3508, loss_cls: 3.9858, loss: 3.9858, grad_norm: 4.2706 2020-09-12 14:35:17,562 - mmaction - INFO - Epoch [1][1240/2640] lr: 1.000e-02, eta: 1 day, 23:52:03, time: 0.922, data_time: 0.023, memory: 7069, top1_acc: 0.1406, top5_acc: 0.3500, loss_cls: 4.0055, loss: 4.0055, grad_norm: 4.6381 2020-09-12 14:35:38,231 - mmaction - INFO - Epoch [1][1260/2640] lr: 1.000e-02, eta: 1 day, 23:41:41, time: 1.030, data_time: 0.036, memory: 7069, top1_acc: 0.1180, top5_acc: 0.3227, loss_cls: 4.1107, loss: 4.1107, grad_norm: 4.0012 2020-09-12 14:35:56,993 - mmaction - INFO - Epoch [1][1280/2640] lr: 1.000e-02, eta: 1 day, 23:28:35, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.1273, top5_acc: 0.3391, loss_cls: 4.0627, loss: 4.0627, grad_norm: 4.1269 2020-09-12 14:36:14,507 - mmaction - INFO - Epoch [1][1300/2640] lr: 1.000e-02, eta: 1 day, 23:13:29, time: 0.870, data_time: 0.006, memory: 7069, top1_acc: 0.1344, top5_acc: 0.3477, loss_cls: 3.9883, loss: 3.9883, grad_norm: 4.5232 2020-09-12 14:36:34,121 - mmaction - INFO - Epoch [1][1320/2640] lr: 1.000e-02, eta: 1 day, 23:02:39, time: 0.986, data_time: 0.008, memory: 7069, top1_acc: 0.1422, top5_acc: 0.3563, loss_cls: 3.9749, loss: 3.9749, grad_norm: 4.5250 2020-09-12 14:36:54,111 - mmaction - INFO - Epoch [1][1340/2640] lr: 1.000e-02, eta: 1 day, 22:52:35, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.1383, top5_acc: 0.3375, loss_cls: 4.0493, loss: 4.0493, grad_norm: 4.1627 2020-09-12 14:37:12,027 - mmaction - INFO - Epoch [1][1360/2640] lr: 1.000e-02, eta: 1 day, 22:39:28, time: 0.895, data_time: 0.003, memory: 7069, top1_acc: 0.1367, top5_acc: 0.3523, loss_cls: 4.0056, loss: 4.0056, grad_norm: 4.2984 2020-09-12 14:37:31,857 - mmaction - INFO - Epoch [1][1380/2640] lr: 1.000e-02, eta: 1 day, 22:29:45, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.1461, top5_acc: 0.3656, loss_cls: 3.9554, loss: 3.9554, grad_norm: 4.2700 2020-09-12 14:37:49,432 - mmaction - INFO - Epoch [1][1400/2640] lr: 1.000e-02, eta: 1 day, 22:16:50, time: 0.880, data_time: 0.004, memory: 7069, top1_acc: 0.1336, top5_acc: 0.3492, loss_cls: 3.9782, loss: 3.9782, grad_norm: 4.3934 2020-09-12 14:38:10,119 - mmaction - INFO - Epoch [1][1420/2640] lr: 1.000e-02, eta: 1 day, 22:08:51, time: 1.029, data_time: 0.005, memory: 7069, top1_acc: 0.1305, top5_acc: 0.3594, loss_cls: 4.0033, loss: 4.0033, grad_norm: 4.4998 2020-09-12 14:38:29,486 - mmaction - INFO - Epoch [1][1440/2640] lr: 1.000e-02, eta: 1 day, 21:59:23, time: 0.973, data_time: 0.013, memory: 7069, top1_acc: 0.1562, top5_acc: 0.3688, loss_cls: 3.9382, loss: 3.9382, grad_norm: 4.4954 2020-09-12 14:38:49,162 - mmaction - INFO - Epoch [1][1460/2640] lr: 1.000e-02, eta: 1 day, 21:50:22, time: 0.980, data_time: 0.007, memory: 7069, top1_acc: 0.1508, top5_acc: 0.3703, loss_cls: 3.9731, loss: 3.9731, grad_norm: 4.5357 2020-09-12 14:39:08,959 - mmaction - INFO - Epoch [1][1480/2640] lr: 1.000e-02, eta: 1 day, 21:42:00, time: 0.994, data_time: 0.012, memory: 7069, top1_acc: 0.1688, top5_acc: 0.3750, loss_cls: 3.8703, loss: 3.8703, grad_norm: 4.4217 2020-09-12 14:39:26,859 - mmaction - INFO - Epoch [1][1500/2640] lr: 1.000e-02, eta: 1 day, 21:30:53, time: 0.891, data_time: 0.164, memory: 7069, top1_acc: 0.1562, top5_acc: 0.3742, loss_cls: 3.8847, loss: 3.8847, grad_norm: 4.5558 2020-09-12 14:39:46,101 - mmaction - INFO - Epoch [1][1520/2640] lr: 1.000e-02, eta: 1 day, 21:22:11, time: 0.966, data_time: 0.060, memory: 7069, top1_acc: 0.1844, top5_acc: 0.3914, loss_cls: 3.8861, loss: 3.8861, grad_norm: 4.5041 2020-09-12 14:40:06,010 - mmaction - INFO - Epoch [1][1540/2640] lr: 1.000e-02, eta: 1 day, 21:14:28, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.1680, top5_acc: 0.4000, loss_cls: 3.8157, loss: 3.8157, grad_norm: 4.5554 2020-09-12 14:40:26,896 - mmaction - INFO - Epoch [1][1560/2640] lr: 1.000e-02, eta: 1 day, 21:08:25, time: 1.046, data_time: 0.003, memory: 7069, top1_acc: 0.1531, top5_acc: 0.3891, loss_cls: 3.8768, loss: 3.8768, grad_norm: 4.7711 2020-09-12 14:40:45,667 - mmaction - INFO - Epoch [1][1580/2640] lr: 1.000e-02, eta: 1 day, 20:59:28, time: 0.936, data_time: 0.004, memory: 7069, top1_acc: 0.1750, top5_acc: 0.3992, loss_cls: 3.8420, loss: 3.8420, grad_norm: 4.6060 2020-09-12 14:41:04,424 - mmaction - INFO - Epoch [1][1600/2640] lr: 1.000e-02, eta: 1 day, 20:50:51, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.1680, top5_acc: 0.4000, loss_cls: 3.8527, loss: 3.8527, grad_norm: 4.6684 2020-09-12 14:41:23,669 - mmaction - INFO - Epoch [1][1620/2640] lr: 1.000e-02, eta: 1 day, 20:42:55, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.1766, top5_acc: 0.3953, loss_cls: 3.8616, loss: 3.8616, grad_norm: 4.5840 2020-09-12 14:41:43,219 - mmaction - INFO - Epoch [1][1640/2640] lr: 1.000e-02, eta: 1 day, 20:35:48, time: 0.982, data_time: 0.015, memory: 7069, top1_acc: 0.1641, top5_acc: 0.3875, loss_cls: 3.8938, loss: 3.8938, grad_norm: 4.4314 2020-09-12 14:42:01,718 - mmaction - INFO - Epoch [1][1660/2640] lr: 1.000e-02, eta: 1 day, 20:27:15, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.1891, top5_acc: 0.3992, loss_cls: 3.8096, loss: 3.8096, grad_norm: 4.4943 2020-09-12 14:42:20,402 - mmaction - INFO - Epoch [1][1680/2640] lr: 1.000e-02, eta: 1 day, 20:19:22, time: 0.938, data_time: 0.009, memory: 7069, top1_acc: 0.1742, top5_acc: 0.3984, loss_cls: 3.8286, loss: 3.8286, grad_norm: 4.4663 2020-09-12 14:42:39,999 - mmaction - INFO - Epoch [1][1700/2640] lr: 1.000e-02, eta: 1 day, 20:12:42, time: 0.980, data_time: 0.003, memory: 7069, top1_acc: 0.1781, top5_acc: 0.4094, loss_cls: 3.7868, loss: 3.7868, grad_norm: 4.5941 2020-09-12 14:42:59,152 - mmaction - INFO - Epoch [1][1720/2640] lr: 1.000e-02, eta: 1 day, 20:05:33, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.1828, top5_acc: 0.4078, loss_cls: 3.7629, loss: 3.7629, grad_norm: 4.4655 2020-09-12 14:43:17,835 - mmaction - INFO - Epoch [1][1740/2640] lr: 1.000e-02, eta: 1 day, 19:58:09, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.1562, top5_acc: 0.3984, loss_cls: 3.8226, loss: 3.8226, grad_norm: 4.6026 2020-09-12 14:43:37,965 - mmaction - INFO - Epoch [1][1760/2640] lr: 1.000e-02, eta: 1 day, 19:52:31, time: 1.004, data_time: 0.007, memory: 7069, top1_acc: 0.1781, top5_acc: 0.4102, loss_cls: 3.7646, loss: 3.7646, grad_norm: 4.6792 2020-09-12 14:43:57,833 - mmaction - INFO - Epoch [1][1780/2640] lr: 1.000e-02, eta: 1 day, 19:46:51, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.1680, top5_acc: 0.4070, loss_cls: 3.8370, loss: 3.8370, grad_norm: 4.7084 2020-09-12 14:44:18,236 - mmaction - INFO - Epoch [1][1800/2640] lr: 1.000e-02, eta: 1 day, 19:41:51, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.1953, top5_acc: 0.4281, loss_cls: 3.7855, loss: 3.7855, grad_norm: 4.9321 2020-09-12 14:44:37,111 - mmaction - INFO - Epoch [1][1820/2640] lr: 1.000e-02, eta: 1 day, 19:35:08, time: 0.944, data_time: 0.009, memory: 7069, top1_acc: 0.1781, top5_acc: 0.4102, loss_cls: 3.7477, loss: 3.7477, grad_norm: 4.6316 2020-09-12 14:44:56,534 - mmaction - INFO - Epoch [1][1840/2640] lr: 1.000e-02, eta: 1 day, 19:29:12, time: 0.970, data_time: 0.149, memory: 7069, top1_acc: 0.1852, top5_acc: 0.4172, loss_cls: 3.7343, loss: 3.7343, grad_norm: 4.7879 2020-09-12 14:45:16,951 - mmaction - INFO - Epoch [1][1860/2640] lr: 1.000e-02, eta: 1 day, 19:24:30, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.1672, top5_acc: 0.3898, loss_cls: 3.8502, loss: 3.8502, grad_norm: 4.8757 2020-09-12 14:45:36,814 - mmaction - INFO - Epoch [1][1880/2640] lr: 1.000e-02, eta: 1 day, 19:19:23, time: 0.996, data_time: 0.006, memory: 7069, top1_acc: 0.1805, top5_acc: 0.4117, loss_cls: 3.7296, loss: 3.7296, grad_norm: 4.8393 2020-09-12 14:45:54,373 - mmaction - INFO - Epoch [1][1900/2640] lr: 1.000e-02, eta: 1 day, 19:11:36, time: 0.875, data_time: 0.006, memory: 7069, top1_acc: 0.1875, top5_acc: 0.4219, loss_cls: 3.7103, loss: 3.7103, grad_norm: 4.9542 2020-09-12 14:46:14,082 - mmaction - INFO - Epoch [1][1920/2640] lr: 1.000e-02, eta: 1 day, 19:06:30, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.1703, top5_acc: 0.4023, loss_cls: 3.7396, loss: 3.7396, grad_norm: 4.8244 2020-09-12 14:46:33,803 - mmaction - INFO - Epoch [1][1940/2640] lr: 1.000e-02, eta: 1 day, 19:01:23, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.1859, top5_acc: 0.4180, loss_cls: 3.7218, loss: 3.7218, grad_norm: 4.9543 2020-09-12 14:46:52,307 - mmaction - INFO - Epoch [1][1960/2640] lr: 1.000e-02, eta: 1 day, 18:55:14, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.1844, top5_acc: 0.4320, loss_cls: 3.7244, loss: 3.7244, grad_norm: 4.6570 2020-09-12 14:47:12,901 - mmaction - INFO - Epoch [1][1980/2640] lr: 1.000e-02, eta: 1 day, 18:51:15, time: 1.025, data_time: 0.005, memory: 7069, top1_acc: 0.2000, top5_acc: 0.4305, loss_cls: 3.6583, loss: 3.6583, grad_norm: 4.9176 2020-09-12 14:47:31,734 - mmaction - INFO - Epoch [1][2000/2640] lr: 1.000e-02, eta: 1 day, 18:45:39, time: 0.946, data_time: 0.009, memory: 7069, top1_acc: 0.1828, top5_acc: 0.4297, loss_cls: 3.6622, loss: 3.6622, grad_norm: 4.7561 2020-09-12 14:47:51,271 - mmaction - INFO - Epoch [1][2020/2640] lr: 1.000e-02, eta: 1 day, 18:40:46, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.1820, top5_acc: 0.4102, loss_cls: 3.6827, loss: 3.6827, grad_norm: 4.7452 2020-09-12 14:48:09,643 - mmaction - INFO - Epoch [1][2040/2640] lr: 1.000e-02, eta: 1 day, 18:34:49, time: 0.920, data_time: 0.035, memory: 7069, top1_acc: 0.2109, top5_acc: 0.4250, loss_cls: 3.6185, loss: 3.6185, grad_norm: 4.6846 2020-09-12 14:48:29,148 - mmaction - INFO - Epoch [1][2060/2640] lr: 1.000e-02, eta: 1 day, 18:30:03, time: 0.971, data_time: 0.319, memory: 7069, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.6607, loss: 3.6607, grad_norm: 4.7360 2020-09-12 14:48:47,134 - mmaction - INFO - Epoch [1][2080/2640] lr: 1.000e-02, eta: 1 day, 18:23:57, time: 0.903, data_time: 0.028, memory: 7069, top1_acc: 0.1773, top5_acc: 0.4305, loss_cls: 3.6554, loss: 3.6554, grad_norm: 4.9659 2020-09-12 14:49:06,597 - mmaction - INFO - Epoch [1][2100/2640] lr: 1.000e-02, eta: 1 day, 18:19:19, time: 0.969, data_time: 0.031, memory: 7069, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.6600, loss: 3.6600, grad_norm: 4.8774 2020-09-12 14:49:25,825 - mmaction - INFO - Epoch [1][2120/2640] lr: 1.000e-02, eta: 1 day, 18:14:41, time: 0.965, data_time: 0.107, memory: 7069, top1_acc: 0.2016, top5_acc: 0.4188, loss_cls: 3.7048, loss: 3.7048, grad_norm: 4.8514 2020-09-12 14:49:44,955 - mmaction - INFO - Epoch [1][2140/2640] lr: 1.000e-02, eta: 1 day, 18:09:57, time: 0.956, data_time: 0.158, memory: 7069, top1_acc: 0.1953, top5_acc: 0.4156, loss_cls: 3.7240, loss: 3.7240, grad_norm: 4.7869 2020-09-12 14:50:04,465 - mmaction - INFO - Epoch [1][2160/2640] lr: 1.000e-02, eta: 1 day, 18:05:41, time: 0.976, data_time: 0.278, memory: 7069, top1_acc: 0.2156, top5_acc: 0.4547, loss_cls: 3.5482, loss: 3.5482, grad_norm: 4.9528 2020-09-12 14:50:24,150 - mmaction - INFO - Epoch [1][2180/2640] lr: 1.000e-02, eta: 1 day, 18:01:41, time: 0.985, data_time: 0.387, memory: 7069, top1_acc: 0.2125, top5_acc: 0.4297, loss_cls: 3.6275, loss: 3.6275, grad_norm: 4.9774 2020-09-12 14:50:43,121 - mmaction - INFO - Epoch [1][2200/2640] lr: 1.000e-02, eta: 1 day, 17:56:55, time: 0.943, data_time: 0.346, memory: 7069, top1_acc: 0.2102, top5_acc: 0.4148, loss_cls: 3.6484, loss: 3.6484, grad_norm: 4.5632 2020-09-12 14:51:02,687 - mmaction - INFO - Epoch [1][2220/2640] lr: 1.000e-02, eta: 1 day, 17:53:00, time: 0.982, data_time: 0.384, memory: 7069, top1_acc: 0.2141, top5_acc: 0.4414, loss_cls: 3.6187, loss: 3.6187, grad_norm: 4.8005 2020-09-12 14:51:21,509 - mmaction - INFO - Epoch [1][2240/2640] lr: 1.000e-02, eta: 1 day, 17:48:17, time: 0.938, data_time: 0.283, memory: 7069, top1_acc: 0.2172, top5_acc: 0.4695, loss_cls: 3.5132, loss: 3.5132, grad_norm: 4.7003 2020-09-12 14:51:41,689 - mmaction - INFO - Epoch [1][2260/2640] lr: 1.000e-02, eta: 1 day, 17:45:06, time: 1.014, data_time: 0.215, memory: 7069, top1_acc: 0.2188, top5_acc: 0.4547, loss_cls: 3.5716, loss: 3.5716, grad_norm: 4.9321 2020-09-12 14:52:00,006 - mmaction - INFO - Epoch [1][2280/2640] lr: 1.000e-02, eta: 1 day, 17:40:07, time: 0.915, data_time: 0.018, memory: 7069, top1_acc: 0.2148, top5_acc: 0.4734, loss_cls: 3.5080, loss: 3.5080, grad_norm: 4.9165 2020-09-12 14:52:18,734 - mmaction - INFO - Epoch [1][2300/2640] lr: 1.000e-02, eta: 1 day, 17:35:30, time: 0.932, data_time: 0.254, memory: 7069, top1_acc: 0.2117, top5_acc: 0.4414, loss_cls: 3.5907, loss: 3.5907, grad_norm: 4.9785 2020-09-12 14:52:38,963 - mmaction - INFO - Epoch [1][2320/2640] lr: 1.000e-02, eta: 1 day, 17:32:32, time: 1.016, data_time: 0.179, memory: 7069, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.4951, loss: 3.4951, grad_norm: 4.7873 2020-09-12 14:52:58,265 - mmaction - INFO - Epoch [1][2340/2640] lr: 1.000e-02, eta: 1 day, 17:28:37, time: 0.962, data_time: 0.016, memory: 7069, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 3.5270, loss: 3.5270, grad_norm: 4.9987 2020-09-12 14:53:16,374 - mmaction - INFO - Epoch [1][2360/2640] lr: 1.000e-02, eta: 1 day, 17:23:46, time: 0.908, data_time: 0.046, memory: 7069, top1_acc: 0.2227, top5_acc: 0.4555, loss_cls: 3.5140, loss: 3.5140, grad_norm: 4.8357 2020-09-12 14:53:35,721 - mmaction - INFO - Epoch [1][2380/2640] lr: 1.000e-02, eta: 1 day, 17:20:06, time: 0.968, data_time: 0.121, memory: 7069, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.4750, loss: 3.4750, grad_norm: 5.2218 2020-09-12 14:53:55,710 - mmaction - INFO - Epoch [1][2400/2640] lr: 1.000e-02, eta: 1 day, 17:16:57, time: 0.994, data_time: 0.005, memory: 7069, top1_acc: 0.2164, top5_acc: 0.4625, loss_cls: 3.5397, loss: 3.5397, grad_norm: 5.0029 2020-09-12 14:54:15,364 - mmaction - INFO - Epoch [1][2420/2640] lr: 1.000e-02, eta: 1 day, 17:13:44, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.2203, top5_acc: 0.4680, loss_cls: 3.5136, loss: 3.5136, grad_norm: 4.9148 2020-09-12 14:54:33,878 - mmaction - INFO - Epoch [1][2440/2640] lr: 1.000e-02, eta: 1 day, 17:09:27, time: 0.925, data_time: 0.002, memory: 7069, top1_acc: 0.2227, top5_acc: 0.4609, loss_cls: 3.4921, loss: 3.4921, grad_norm: 4.9673 2020-09-12 14:54:55,237 - mmaction - INFO - Epoch [1][2460/2640] lr: 1.000e-02, eta: 1 day, 17:07:40, time: 1.064, data_time: 0.021, memory: 7069, top1_acc: 0.2305, top5_acc: 0.4727, loss_cls: 3.4810, loss: 3.4810, grad_norm: 5.1758 2020-09-12 14:55:14,100 - mmaction - INFO - Epoch [1][2480/2640] lr: 1.000e-02, eta: 1 day, 17:03:53, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.5285, loss: 3.5285, grad_norm: 4.8413 2020-09-12 14:55:33,004 - mmaction - INFO - Epoch [1][2500/2640] lr: 1.000e-02, eta: 1 day, 17:00:01, time: 0.939, data_time: 0.047, memory: 7069, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 3.5732, loss: 3.5732, grad_norm: 5.0335 2020-09-12 14:55:52,729 - mmaction - INFO - Epoch [1][2520/2640] lr: 1.000e-02, eta: 1 day, 16:57:07, time: 0.992, data_time: 0.009, memory: 7069, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.5535, loss: 3.5535, grad_norm: 4.7734 2020-09-12 14:56:11,874 - mmaction - INFO - Epoch [1][2540/2640] lr: 1.000e-02, eta: 1 day, 16:53:36, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.2102, top5_acc: 0.4727, loss_cls: 3.5130, loss: 3.5130, grad_norm: 4.8379 2020-09-12 14:56:30,488 - mmaction - INFO - Epoch [1][2560/2640] lr: 1.000e-02, eta: 1 day, 16:49:47, time: 0.933, data_time: 0.072, memory: 7069, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.4096, loss: 3.4096, grad_norm: 5.0004 2020-09-12 14:56:50,167 - mmaction - INFO - Epoch [1][2580/2640] lr: 1.000e-02, eta: 1 day, 16:46:50, time: 0.982, data_time: 0.175, memory: 7069, top1_acc: 0.2195, top5_acc: 0.4703, loss_cls: 3.4807, loss: 3.4807, grad_norm: 4.9114 2020-09-12 14:57:10,553 - mmaction - INFO - Epoch [1][2600/2640] lr: 1.000e-02, eta: 1 day, 16:44:35, time: 1.021, data_time: 0.051, memory: 7069, top1_acc: 0.2234, top5_acc: 0.4672, loss_cls: 3.4795, loss: 3.4795, grad_norm: 5.1754 2020-09-12 14:57:31,273 - mmaction - INFO - Epoch [1][2620/2640] lr: 1.000e-02, eta: 1 day, 16:42:32, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.2078, top5_acc: 0.4555, loss_cls: 3.5647, loss: 3.5647, grad_norm: 4.7437 2020-09-12 14:57:47,507 - mmaction - INFO - Epoch [1][2640/2640] lr: 1.000e-02, eta: 1 day, 16:36:59, time: 0.816, data_time: 0.008, memory: 7069, top1_acc: 0.2185, top5_acc: 0.4879, loss_cls: 3.3988, loss: 3.3988, grad_norm: 5.1626 2020-09-12 14:58:01,467 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-09-12 15:05:31,317 - mmaction - INFO - Epoch [2][20/2640] lr: 1.000e-02, eta: 1 day, 22:21:39, time: 22.419, data_time: 21.234, memory: 7069, top1_acc: 0.2281, top5_acc: 0.4633, loss_cls: 3.4981, loss: 3.4981, grad_norm: 5.1702 2020-09-12 15:05:51,697 - mmaction - INFO - Epoch [2][40/2640] lr: 1.000e-02, eta: 1 day, 22:17:01, time: 1.029, data_time: 0.081, memory: 7069, top1_acc: 0.2367, top5_acc: 0.5000, loss_cls: 3.3566, loss: 3.3566, grad_norm: 5.2436 2020-09-12 15:06:11,717 - mmaction - INFO - Epoch [2][60/2640] lr: 1.000e-02, eta: 1 day, 22:12:03, time: 1.004, data_time: 0.334, memory: 7069, top1_acc: 0.2320, top5_acc: 0.4719, loss_cls: 3.4700, loss: 3.4700, grad_norm: 5.1667 2020-09-12 15:06:30,954 - mmaction - INFO - Epoch [2][80/2640] lr: 1.000e-02, eta: 1 day, 22:06:28, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.2445, top5_acc: 0.4930, loss_cls: 3.3593, loss: 3.3593, grad_norm: 5.2015 2020-09-12 15:06:50,536 - mmaction - INFO - Epoch [2][100/2640] lr: 1.000e-02, eta: 1 day, 22:01:16, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.2625, top5_acc: 0.4984, loss_cls: 3.3396, loss: 3.3396, grad_norm: 5.0257 2020-09-12 15:07:10,431 - mmaction - INFO - Epoch [2][120/2640] lr: 1.000e-02, eta: 1 day, 21:56:23, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.2562, top5_acc: 0.4914, loss_cls: 3.3541, loss: 3.3541, grad_norm: 5.1292 2020-09-12 15:07:29,069 - mmaction - INFO - Epoch [2][140/2640] lr: 1.000e-02, eta: 1 day, 21:50:33, time: 0.931, data_time: 0.002, memory: 7069, top1_acc: 0.2266, top5_acc: 0.4977, loss_cls: 3.3782, loss: 3.3782, grad_norm: 5.0346 2020-09-12 15:07:47,876 - mmaction - INFO - Epoch [2][160/2640] lr: 1.000e-02, eta: 1 day, 21:44:53, time: 0.936, data_time: 0.007, memory: 7069, top1_acc: 0.2609, top5_acc: 0.5227, loss_cls: 3.2713, loss: 3.2713, grad_norm: 4.9995 2020-09-12 15:08:07,929 - mmaction - INFO - Epoch [2][180/2640] lr: 1.000e-02, eta: 1 day, 21:40:22, time: 1.007, data_time: 0.008, memory: 7069, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.4132, loss: 3.4132, grad_norm: 5.2795 2020-09-12 15:08:28,374 - mmaction - INFO - Epoch [2][200/2640] lr: 1.000e-02, eta: 1 day, 21:36:04, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.2352, top5_acc: 0.5078, loss_cls: 3.4196, loss: 3.4196, grad_norm: 5.2396 2020-09-12 15:08:46,886 - mmaction - INFO - Epoch [2][220/2640] lr: 1.000e-02, eta: 1 day, 21:30:31, time: 0.931, data_time: 0.009, memory: 7069, top1_acc: 0.2492, top5_acc: 0.5125, loss_cls: 3.3005, loss: 3.3005, grad_norm: 5.2963 2020-09-12 15:09:05,320 - mmaction - INFO - Epoch [2][240/2640] lr: 1.000e-02, eta: 1 day, 21:24:52, time: 0.919, data_time: 0.005, memory: 7069, top1_acc: 0.2516, top5_acc: 0.4781, loss_cls: 3.3727, loss: 3.3727, grad_norm: 5.1289 2020-09-12 15:09:25,169 - mmaction - INFO - Epoch [2][260/2640] lr: 1.000e-02, eta: 1 day, 21:20:26, time: 0.995, data_time: 0.008, memory: 7069, top1_acc: 0.2344, top5_acc: 0.4711, loss_cls: 3.4293, loss: 3.4293, grad_norm: 5.0295 2020-09-12 15:09:43,259 - mmaction - INFO - Epoch [2][280/2640] lr: 1.000e-02, eta: 1 day, 21:14:37, time: 0.899, data_time: 0.007, memory: 7069, top1_acc: 0.2531, top5_acc: 0.4867, loss_cls: 3.3971, loss: 3.3971, grad_norm: 5.1157 2020-09-12 15:10:03,831 - mmaction - INFO - Epoch [2][300/2640] lr: 1.000e-02, eta: 1 day, 21:10:52, time: 1.035, data_time: 0.009, memory: 7069, top1_acc: 0.2680, top5_acc: 0.5234, loss_cls: 3.2685, loss: 3.2685, grad_norm: 5.1077 2020-09-12 15:10:22,999 - mmaction - INFO - Epoch [2][320/2640] lr: 1.000e-02, eta: 1 day, 21:06:05, time: 0.959, data_time: 0.003, memory: 7069, top1_acc: 0.2398, top5_acc: 0.4758, loss_cls: 3.4331, loss: 3.4331, grad_norm: 5.1341 2020-09-12 15:10:42,690 - mmaction - INFO - Epoch [2][340/2640] lr: 1.000e-02, eta: 1 day, 21:01:39, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.2367, top5_acc: 0.5086, loss_cls: 3.3846, loss: 3.3846, grad_norm: 5.0249 2020-09-12 15:11:00,980 - mmaction - INFO - Epoch [2][360/2640] lr: 1.000e-02, eta: 1 day, 20:56:22, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.2508, top5_acc: 0.4961, loss_cls: 3.2723, loss: 3.2723, grad_norm: 5.2828 2020-09-12 15:11:20,357 - mmaction - INFO - Epoch [2][380/2640] lr: 1.000e-02, eta: 1 day, 20:51:50, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.2461, top5_acc: 0.5102, loss_cls: 3.3704, loss: 3.3704, grad_norm: 4.9999 2020-09-12 15:11:41,581 - mmaction - INFO - Epoch [2][400/2640] lr: 1.000e-02, eta: 1 day, 20:48:46, time: 1.065, data_time: 0.007, memory: 7069, top1_acc: 0.2523, top5_acc: 0.5016, loss_cls: 3.2689, loss: 3.2689, grad_norm: 5.2185 2020-09-12 15:11:59,390 - mmaction - INFO - Epoch [2][420/2640] lr: 1.000e-02, eta: 1 day, 20:43:17, time: 0.891, data_time: 0.008, memory: 7069, top1_acc: 0.2211, top5_acc: 0.4883, loss_cls: 3.4110, loss: 3.4110, grad_norm: 5.3153 2020-09-12 15:12:18,125 - mmaction - INFO - Epoch [2][440/2640] lr: 1.000e-02, eta: 1 day, 20:38:32, time: 0.938, data_time: 0.003, memory: 7069, top1_acc: 0.2477, top5_acc: 0.4938, loss_cls: 3.3167, loss: 3.3167, grad_norm: 4.9755 2020-09-12 15:12:37,591 - mmaction - INFO - Epoch [2][460/2640] lr: 1.000e-02, eta: 1 day, 20:34:15, time: 0.968, data_time: 0.037, memory: 7069, top1_acc: 0.2539, top5_acc: 0.5133, loss_cls: 3.2885, loss: 3.2885, grad_norm: 5.5048 2020-09-12 15:12:57,360 - mmaction - INFO - Epoch [2][480/2640] lr: 1.000e-02, eta: 1 day, 20:30:23, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.2852, top5_acc: 0.5336, loss_cls: 3.2318, loss: 3.2318, grad_norm: 5.0074 2020-09-12 15:13:17,630 - mmaction - INFO - Epoch [2][500/2640] lr: 1.000e-02, eta: 1 day, 20:26:49, time: 1.014, data_time: 0.003, memory: 7069, top1_acc: 0.2523, top5_acc: 0.5039, loss_cls: 3.3244, loss: 3.3244, grad_norm: 5.2882 2020-09-12 15:13:36,762 - mmaction - INFO - Epoch [2][520/2640] lr: 1.000e-02, eta: 1 day, 20:22:30, time: 0.954, data_time: 0.007, memory: 7069, top1_acc: 0.2531, top5_acc: 0.5117, loss_cls: 3.2591, loss: 3.2591, grad_norm: 5.0768 2020-09-12 15:13:55,972 - mmaction - INFO - Epoch [2][540/2640] lr: 1.000e-02, eta: 1 day, 20:18:21, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.2773, top5_acc: 0.5148, loss_cls: 3.2873, loss: 3.2873, grad_norm: 4.9670 2020-09-12 15:14:15,910 - mmaction - INFO - Epoch [2][560/2640] lr: 1.000e-02, eta: 1 day, 20:14:42, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.2719, top5_acc: 0.5242, loss_cls: 3.1683, loss: 3.1683, grad_norm: 5.2653 2020-09-12 15:14:33,239 - mmaction - INFO - Epoch [2][580/2640] lr: 1.000e-02, eta: 1 day, 20:09:21, time: 0.866, data_time: 0.002, memory: 7069, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.3235, loss: 3.3235, grad_norm: 5.2514 2020-09-12 15:14:52,933 - mmaction - INFO - Epoch [2][600/2640] lr: 1.000e-02, eta: 1 day, 20:05:34, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.2333, loss: 3.2333, grad_norm: 5.2390 2020-09-12 15:15:13,252 - mmaction - INFO - Epoch [2][620/2640] lr: 1.000e-02, eta: 1 day, 20:02:22, time: 1.021, data_time: 0.008, memory: 7069, top1_acc: 0.2609, top5_acc: 0.5180, loss_cls: 3.2718, loss: 3.2718, grad_norm: 5.2121 2020-09-12 15:15:32,242 - mmaction - INFO - Epoch [2][640/2640] lr: 1.000e-02, eta: 1 day, 19:58:13, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.2547, top5_acc: 0.5133, loss_cls: 3.2497, loss: 3.2497, grad_norm: 5.2457 2020-09-12 15:15:52,032 - mmaction - INFO - Epoch [2][660/2640] lr: 1.000e-02, eta: 1 day, 19:54:43, time: 0.992, data_time: 0.007, memory: 7069, top1_acc: 0.2562, top5_acc: 0.5102, loss_cls: 3.3196, loss: 3.3196, grad_norm: 5.2813 2020-09-12 15:16:10,999 - mmaction - INFO - Epoch [2][680/2640] lr: 1.000e-02, eta: 1 day, 19:50:39, time: 0.945, data_time: 0.007, memory: 7069, top1_acc: 0.2609, top5_acc: 0.5211, loss_cls: 3.2510, loss: 3.2510, grad_norm: 5.1709 2020-09-12 15:16:29,128 - mmaction - INFO - Epoch [2][700/2640] lr: 1.000e-02, eta: 1 day, 19:46:12, time: 0.911, data_time: 0.009, memory: 7069, top1_acc: 0.2625, top5_acc: 0.5352, loss_cls: 3.2492, loss: 3.2492, grad_norm: 5.2466 2020-09-12 15:16:49,398 - mmaction - INFO - Epoch [2][720/2640] lr: 1.000e-02, eta: 1 day, 19:43:02, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.2775, loss: 3.2775, grad_norm: 4.8943 2020-09-12 15:17:07,756 - mmaction - INFO - Epoch [2][740/2640] lr: 1.000e-02, eta: 1 day, 19:38:47, time: 0.920, data_time: 0.029, memory: 7069, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.2483, loss: 3.2483, grad_norm: 5.2495 2020-09-12 15:17:27,227 - mmaction - INFO - Epoch [2][760/2640] lr: 1.000e-02, eta: 1 day, 19:35:12, time: 0.970, data_time: 0.172, memory: 7069, top1_acc: 0.2734, top5_acc: 0.5352, loss_cls: 3.2078, loss: 3.2078, grad_norm: 5.2679 2020-09-12 15:17:47,277 - mmaction - INFO - Epoch [2][780/2640] lr: 1.000e-02, eta: 1 day, 19:32:08, time: 1.007, data_time: 0.329, memory: 7069, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.2305, loss: 3.2305, grad_norm: 5.2554 2020-09-12 15:18:06,889 - mmaction - INFO - Epoch [2][800/2640] lr: 1.000e-02, eta: 1 day, 19:28:41, time: 0.975, data_time: 0.064, memory: 7069, top1_acc: 0.2734, top5_acc: 0.5352, loss_cls: 3.2007, loss: 3.2007, grad_norm: 5.1384 2020-09-12 15:18:26,085 - mmaction - INFO - Epoch [2][820/2640] lr: 1.000e-02, eta: 1 day, 19:25:09, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.2867, top5_acc: 0.5320, loss_cls: 3.2202, loss: 3.2202, grad_norm: 5.2963 2020-09-12 15:18:44,538 - mmaction - INFO - Epoch [2][840/2640] lr: 1.000e-02, eta: 1 day, 19:21:09, time: 0.923, data_time: 0.002, memory: 7069, top1_acc: 0.2789, top5_acc: 0.5391, loss_cls: 3.2162, loss: 3.2162, grad_norm: 5.1444 2020-09-12 15:19:03,622 - mmaction - INFO - Epoch [2][860/2640] lr: 1.000e-02, eta: 1 day, 19:17:31, time: 0.951, data_time: 0.037, memory: 7069, top1_acc: 0.2797, top5_acc: 0.5273, loss_cls: 3.1744, loss: 3.1744, grad_norm: 5.3943 2020-09-12 15:19:22,659 - mmaction - INFO - Epoch [2][880/2640] lr: 1.000e-02, eta: 1 day, 19:13:57, time: 0.953, data_time: 0.007, memory: 7069, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 3.2039, loss: 3.2039, grad_norm: 5.0934 2020-09-12 15:19:42,555 - mmaction - INFO - Epoch [2][900/2640] lr: 1.000e-02, eta: 1 day, 19:10:55, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.2687, top5_acc: 0.4922, loss_cls: 3.2797, loss: 3.2797, grad_norm: 5.1482 2020-09-12 15:20:00,005 - mmaction - INFO - Epoch [2][920/2640] lr: 1.000e-02, eta: 1 day, 19:06:29, time: 0.875, data_time: 0.008, memory: 7069, top1_acc: 0.2875, top5_acc: 0.5445, loss_cls: 3.1527, loss: 3.1527, grad_norm: 5.2588 2020-09-12 15:20:20,646 - mmaction - INFO - Epoch [2][940/2640] lr: 1.000e-02, eta: 1 day, 19:03:54, time: 1.026, data_time: 0.055, memory: 7069, top1_acc: 0.2703, top5_acc: 0.5125, loss_cls: 3.2824, loss: 3.2824, grad_norm: 5.2975 2020-09-12 15:20:39,587 - mmaction - INFO - Epoch [2][960/2640] lr: 1.000e-02, eta: 1 day, 19:00:28, time: 0.953, data_time: 0.016, memory: 7069, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.1225, loss: 3.1225, grad_norm: 5.2781 2020-09-12 15:20:58,895 - mmaction - INFO - Epoch [2][980/2640] lr: 1.000e-02, eta: 1 day, 18:57:10, time: 0.960, data_time: 0.334, memory: 7069, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.1305, loss: 3.1305, grad_norm: 5.2711 2020-09-12 15:21:17,818 - mmaction - INFO - Epoch [2][1000/2640] lr: 1.000e-02, eta: 1 day, 18:53:47, time: 0.951, data_time: 0.139, memory: 7069, top1_acc: 0.2711, top5_acc: 0.5477, loss_cls: 3.1421, loss: 3.1421, grad_norm: 5.2431 2020-09-12 15:21:37,651 - mmaction - INFO - Epoch [2][1020/2640] lr: 1.000e-02, eta: 1 day, 18:50:51, time: 0.987, data_time: 0.078, memory: 7069, top1_acc: 0.2422, top5_acc: 0.5312, loss_cls: 3.2392, loss: 3.2392, grad_norm: 5.2140 2020-09-12 15:21:55,562 - mmaction - INFO - Epoch [2][1040/2640] lr: 1.000e-02, eta: 1 day, 18:46:56, time: 0.899, data_time: 0.013, memory: 7069, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.2999, loss: 3.2999, grad_norm: 5.1351 2020-09-12 15:22:15,116 - mmaction - INFO - Epoch [2][1060/2640] lr: 1.000e-02, eta: 1 day, 18:43:56, time: 0.975, data_time: 0.042, memory: 7069, top1_acc: 0.2711, top5_acc: 0.5297, loss_cls: 3.1913, loss: 3.1913, grad_norm: 5.4583 2020-09-12 15:22:34,636 - mmaction - INFO - Epoch [2][1080/2640] lr: 1.000e-02, eta: 1 day, 18:41:01, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.2875, top5_acc: 0.5430, loss_cls: 3.1569, loss: 3.1569, grad_norm: 5.2522 2020-09-12 15:22:53,509 - mmaction - INFO - Epoch [2][1100/2640] lr: 1.000e-02, eta: 1 day, 18:37:43, time: 0.944, data_time: 0.003, memory: 7069, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.1724, loss: 3.1724, grad_norm: 5.2274 2020-09-12 15:23:12,352 - mmaction - INFO - Epoch [2][1120/2640] lr: 1.000e-02, eta: 1 day, 18:34:22, time: 0.937, data_time: 0.007, memory: 7069, top1_acc: 0.2898, top5_acc: 0.5398, loss_cls: 3.1507, loss: 3.1507, grad_norm: 5.2580 2020-09-12 15:23:32,116 - mmaction - INFO - Epoch [2][1140/2640] lr: 1.000e-02, eta: 1 day, 18:31:40, time: 0.993, data_time: 0.010, memory: 7069, top1_acc: 0.2602, top5_acc: 0.5391, loss_cls: 3.2026, loss: 3.2026, grad_norm: 5.2587 2020-09-12 15:23:51,331 - mmaction - INFO - Epoch [2][1160/2640] lr: 1.000e-02, eta: 1 day, 18:28:40, time: 0.962, data_time: 0.004, memory: 7069, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.1135, loss: 3.1135, grad_norm: 5.3594 2020-09-12 15:24:10,158 - mmaction - INFO - Epoch [2][1180/2640] lr: 1.000e-02, eta: 1 day, 18:25:27, time: 0.941, data_time: 0.007, memory: 7069, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.0800, loss: 3.0800, grad_norm: 5.3552 2020-09-12 15:24:29,380 - mmaction - INFO - Epoch [2][1200/2640] lr: 1.000e-02, eta: 1 day, 18:22:30, time: 0.962, data_time: 0.004, memory: 7069, top1_acc: 0.3000, top5_acc: 0.5328, loss_cls: 3.1190, loss: 3.1190, grad_norm: 5.1740 2020-09-12 15:24:48,947 - mmaction - INFO - Epoch [2][1220/2640] lr: 1.000e-02, eta: 1 day, 18:19:42, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.2773, top5_acc: 0.5563, loss_cls: 3.1139, loss: 3.1139, grad_norm: 5.4501 2020-09-12 15:25:07,981 - mmaction - INFO - Epoch [2][1240/2640] lr: 1.000e-02, eta: 1 day, 18:16:44, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.2033, loss: 3.2033, grad_norm: 5.2883 2020-09-12 15:25:27,601 - mmaction - INFO - Epoch [2][1260/2640] lr: 1.000e-02, eta: 1 day, 18:14:05, time: 0.982, data_time: 0.004, memory: 7069, top1_acc: 0.2516, top5_acc: 0.5133, loss_cls: 3.2771, loss: 3.2771, grad_norm: 5.4208 2020-09-12 15:25:48,023 - mmaction - INFO - Epoch [2][1280/2640] lr: 1.000e-02, eta: 1 day, 18:11:49, time: 1.015, data_time: 0.007, memory: 7069, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.2432, loss: 3.2432, grad_norm: 5.2115 2020-09-12 15:26:06,995 - mmaction - INFO - Epoch [2][1300/2640] lr: 1.000e-02, eta: 1 day, 18:08:54, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.2789, top5_acc: 0.5352, loss_cls: 3.1551, loss: 3.1551, grad_norm: 5.4835 2020-09-12 15:26:25,458 - mmaction - INFO - Epoch [2][1320/2640] lr: 1.000e-02, eta: 1 day, 18:05:40, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.2938, top5_acc: 0.5602, loss_cls: 3.1287, loss: 3.1287, grad_norm: 5.2693 2020-09-12 15:26:44,950 - mmaction - INFO - Epoch [2][1340/2640] lr: 1.000e-02, eta: 1 day, 18:03:02, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.2687, top5_acc: 0.5430, loss_cls: 3.1289, loss: 3.1289, grad_norm: 5.3210 2020-09-12 15:27:04,607 - mmaction - INFO - Epoch [2][1360/2640] lr: 1.000e-02, eta: 1 day, 18:00:29, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.0190, loss: 3.0190, grad_norm: 5.2602 2020-09-12 15:27:25,325 - mmaction - INFO - Epoch [2][1380/2640] lr: 1.000e-02, eta: 1 day, 17:58:36, time: 1.041, data_time: 0.008, memory: 7069, top1_acc: 0.2828, top5_acc: 0.5547, loss_cls: 3.1533, loss: 3.1533, grad_norm: 5.5338 2020-09-12 15:27:44,457 - mmaction - INFO - Epoch [2][1400/2640] lr: 1.000e-02, eta: 1 day, 17:55:46, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.1560, loss: 3.1560, grad_norm: 5.1021 2020-09-12 15:28:02,512 - mmaction - INFO - Epoch [2][1420/2640] lr: 1.000e-02, eta: 1 day, 17:52:32, time: 0.910, data_time: 0.009, memory: 7069, top1_acc: 0.2805, top5_acc: 0.5656, loss_cls: 3.1375, loss: 3.1375, grad_norm: 5.3629 2020-09-12 15:28:21,342 - mmaction - INFO - Epoch [2][1440/2640] lr: 1.000e-02, eta: 1 day, 17:49:40, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.2146, loss: 3.2146, grad_norm: 5.3688 2020-09-12 15:28:40,923 - mmaction - INFO - Epoch [2][1460/2640] lr: 1.000e-02, eta: 1 day, 17:47:12, time: 0.979, data_time: 0.004, memory: 7069, top1_acc: 0.2922, top5_acc: 0.5430, loss_cls: 3.0670, loss: 3.0670, grad_norm: 5.3677 2020-09-12 15:29:01,077 - mmaction - INFO - Epoch [2][1480/2640] lr: 1.000e-02, eta: 1 day, 17:45:02, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.2930, top5_acc: 0.5609, loss_cls: 3.0802, loss: 3.0802, grad_norm: 5.1718 2020-09-12 15:29:20,281 - mmaction - INFO - Epoch [2][1500/2640] lr: 1.000e-02, eta: 1 day, 17:42:28, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.0800, loss: 3.0800, grad_norm: 5.4529 2020-09-12 15:29:38,614 - mmaction - INFO - Epoch [2][1520/2640] lr: 1.000e-02, eta: 1 day, 17:39:23, time: 0.912, data_time: 0.007, memory: 7069, top1_acc: 0.2867, top5_acc: 0.5602, loss_cls: 3.0949, loss: 3.0949, grad_norm: 5.2493 2020-09-12 15:29:57,576 - mmaction - INFO - Epoch [2][1540/2640] lr: 1.000e-02, eta: 1 day, 17:36:45, time: 0.954, data_time: 0.009, memory: 7069, top1_acc: 0.2695, top5_acc: 0.5484, loss_cls: 3.1669, loss: 3.1669, grad_norm: 5.2704 2020-09-12 15:30:17,958 - mmaction - INFO - Epoch [2][1560/2640] lr: 1.000e-02, eta: 1 day, 17:34:45, time: 1.012, data_time: 0.006, memory: 7069, top1_acc: 0.2984, top5_acc: 0.5828, loss_cls: 3.0407, loss: 3.0407, grad_norm: 5.2876 2020-09-12 15:30:35,659 - mmaction - INFO - Epoch [2][1580/2640] lr: 1.000e-02, eta: 1 day, 17:31:31, time: 0.891, data_time: 0.011, memory: 7069, top1_acc: 0.2820, top5_acc: 0.5578, loss_cls: 3.1113, loss: 3.1113, grad_norm: 5.3116 2020-09-12 15:30:55,960 - mmaction - INFO - Epoch [2][1600/2640] lr: 1.000e-02, eta: 1 day, 17:29:34, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.2922, top5_acc: 0.5406, loss_cls: 3.1274, loss: 3.1274, grad_norm: 5.2904 2020-09-12 15:31:13,779 - mmaction - INFO - Epoch [2][1620/2640] lr: 1.000e-02, eta: 1 day, 17:26:24, time: 0.892, data_time: 0.005, memory: 7069, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.1114, loss: 3.1114, grad_norm: 5.3457 2020-09-12 15:31:33,056 - mmaction - INFO - Epoch [2][1640/2640] lr: 1.000e-02, eta: 1 day, 17:23:56, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.2820, top5_acc: 0.5461, loss_cls: 3.1586, loss: 3.1586, grad_norm: 5.4573 2020-09-12 15:31:52,916 - mmaction - INFO - Epoch [2][1660/2640] lr: 1.000e-02, eta: 1 day, 17:21:53, time: 0.999, data_time: 0.009, memory: 7069, top1_acc: 0.2875, top5_acc: 0.5461, loss_cls: 3.1770, loss: 3.1770, grad_norm: 5.0853 2020-09-12 15:32:12,132 - mmaction - INFO - Epoch [2][1680/2640] lr: 1.000e-02, eta: 1 day, 17:19:26, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.3008, top5_acc: 0.5828, loss_cls: 3.0378, loss: 3.0378, grad_norm: 5.6213 2020-09-12 15:32:30,236 - mmaction - INFO - Epoch [2][1700/2640] lr: 1.000e-02, eta: 1 day, 17:16:32, time: 0.909, data_time: 0.008, memory: 7069, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.0625, loss: 3.0625, grad_norm: 5.6341 2020-09-12 15:32:49,312 - mmaction - INFO - Epoch [2][1720/2640] lr: 1.000e-02, eta: 1 day, 17:14:06, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.3008, top5_acc: 0.5578, loss_cls: 3.1411, loss: 3.1411, grad_norm: 5.2333 2020-09-12 15:33:08,784 - mmaction - INFO - Epoch [2][1740/2640] lr: 1.000e-02, eta: 1 day, 17:11:52, time: 0.973, data_time: 0.002, memory: 7069, top1_acc: 0.2828, top5_acc: 0.5430, loss_cls: 3.1517, loss: 3.1517, grad_norm: 5.3663 2020-09-12 15:33:28,824 - mmaction - INFO - Epoch [2][1760/2640] lr: 1.000e-02, eta: 1 day, 17:09:56, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.0753, loss: 3.0753, grad_norm: 5.1685 2020-09-12 15:33:48,263 - mmaction - INFO - Epoch [2][1780/2640] lr: 1.000e-02, eta: 1 day, 17:07:44, time: 0.973, data_time: 0.003, memory: 7069, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.0981, loss: 3.0981, grad_norm: 5.3178 2020-09-12 15:34:07,279 - mmaction - INFO - Epoch [2][1800/2640] lr: 1.000e-02, eta: 1 day, 17:05:17, time: 0.946, data_time: 0.005, memory: 7069, top1_acc: 0.2836, top5_acc: 0.5477, loss_cls: 3.1011, loss: 3.1011, grad_norm: 5.1458 2020-09-12 15:34:27,631 - mmaction - INFO - Epoch [2][1820/2640] lr: 1.000e-02, eta: 1 day, 17:03:36, time: 1.022, data_time: 0.009, memory: 7069, top1_acc: 0.2992, top5_acc: 0.5602, loss_cls: 3.0744, loss: 3.0744, grad_norm: 5.4914 2020-09-12 15:34:46,764 - mmaction - INFO - Epoch [2][1840/2640] lr: 1.000e-02, eta: 1 day, 17:01:14, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.1411, loss: 3.1411, grad_norm: 5.2480 2020-09-12 15:35:06,354 - mmaction - INFO - Epoch [2][1860/2640] lr: 1.000e-02, eta: 1 day, 16:59:12, time: 0.984, data_time: 0.009, memory: 7069, top1_acc: 0.3047, top5_acc: 0.5570, loss_cls: 3.0381, loss: 3.0381, grad_norm: 5.4532 2020-09-12 15:35:26,783 - mmaction - INFO - Epoch [2][1880/2640] lr: 1.000e-02, eta: 1 day, 16:57:33, time: 1.022, data_time: 0.003, memory: 7069, top1_acc: 0.2945, top5_acc: 0.5625, loss_cls: 3.0852, loss: 3.0852, grad_norm: 5.3197 2020-09-12 15:35:44,832 - mmaction - INFO - Epoch [2][1900/2640] lr: 1.000e-02, eta: 1 day, 16:54:47, time: 0.902, data_time: 0.006, memory: 7069, top1_acc: 0.2844, top5_acc: 0.5609, loss_cls: 3.0830, loss: 3.0830, grad_norm: 5.5382 2020-09-12 15:36:04,767 - mmaction - INFO - Epoch [2][1920/2640] lr: 1.000e-02, eta: 1 day, 16:52:54, time: 0.996, data_time: 0.003, memory: 7069, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1304, loss: 3.1304, grad_norm: 5.4866 2020-09-12 15:36:23,728 - mmaction - INFO - Epoch [2][1940/2640] lr: 1.000e-02, eta: 1 day, 16:50:37, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.0863, loss: 3.0863, grad_norm: 5.2463 2020-09-12 15:36:42,522 - mmaction - INFO - Epoch [2][1960/2640] lr: 1.000e-02, eta: 1 day, 16:48:15, time: 0.939, data_time: 0.003, memory: 7069, top1_acc: 0.2992, top5_acc: 0.5727, loss_cls: 3.0630, loss: 3.0630, grad_norm: 5.3172 2020-09-12 15:37:01,263 - mmaction - INFO - Epoch [2][1980/2640] lr: 1.000e-02, eta: 1 day, 16:45:52, time: 0.937, data_time: 0.006, memory: 7069, top1_acc: 0.2992, top5_acc: 0.5641, loss_cls: 3.0691, loss: 3.0691, grad_norm: 5.4323 2020-09-12 15:37:20,470 - mmaction - INFO - Epoch [2][2000/2640] lr: 1.000e-02, eta: 1 day, 16:43:45, time: 0.961, data_time: 0.004, memory: 7069, top1_acc: 0.2844, top5_acc: 0.5422, loss_cls: 3.1834, loss: 3.1834, grad_norm: 5.2223 2020-09-12 15:37:41,346 - mmaction - INFO - Epoch [2][2020/2640] lr: 1.000e-02, eta: 1 day, 16:42:23, time: 1.044, data_time: 0.007, memory: 7069, top1_acc: 0.2711, top5_acc: 0.5633, loss_cls: 3.0690, loss: 3.0690, grad_norm: 5.3484 2020-09-12 15:38:00,055 - mmaction - INFO - Epoch [2][2040/2640] lr: 1.000e-02, eta: 1 day, 16:40:03, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.2969, top5_acc: 0.5484, loss_cls: 3.1183, loss: 3.1183, grad_norm: 5.1810 2020-09-12 15:38:18,466 - mmaction - INFO - Epoch [2][2060/2640] lr: 1.000e-02, eta: 1 day, 16:37:33, time: 0.915, data_time: 0.007, memory: 7069, top1_acc: 0.3070, top5_acc: 0.5813, loss_cls: 3.0378, loss: 3.0378, grad_norm: 5.4999 2020-09-12 15:38:37,763 - mmaction - INFO - Epoch [2][2080/2640] lr: 1.000e-02, eta: 1 day, 16:35:33, time: 0.970, data_time: 0.010, memory: 7069, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.0765, loss: 3.0765, grad_norm: 5.1843 2020-09-12 15:38:57,706 - mmaction - INFO - Epoch [2][2100/2640] lr: 1.000e-02, eta: 1 day, 16:33:46, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.0518, loss: 3.0518, grad_norm: 5.4174 2020-09-12 15:39:17,599 - mmaction - INFO - Epoch [2][2120/2640] lr: 1.000e-02, eta: 1 day, 16:32:04, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.3266, top5_acc: 0.5922, loss_cls: 2.9648, loss: 2.9648, grad_norm: 5.4248 2020-09-12 15:39:36,492 - mmaction - INFO - Epoch [2][2140/2640] lr: 1.000e-02, eta: 1 day, 16:29:53, time: 0.944, data_time: 0.007, memory: 7069, top1_acc: 0.2930, top5_acc: 0.5695, loss_cls: 3.1045, loss: 3.1045, grad_norm: 5.4978 2020-09-12 15:39:55,137 - mmaction - INFO - Epoch [2][2160/2640] lr: 1.000e-02, eta: 1 day, 16:27:38, time: 0.933, data_time: 0.004, memory: 7069, top1_acc: 0.3039, top5_acc: 0.5734, loss_cls: 3.0847, loss: 3.0847, grad_norm: 5.3310 2020-09-12 15:40:15,322 - mmaction - INFO - Epoch [2][2180/2640] lr: 1.000e-02, eta: 1 day, 16:26:01, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.0151, loss: 3.0151, grad_norm: 5.4030 2020-09-12 15:40:33,671 - mmaction - INFO - Epoch [2][2200/2640] lr: 1.000e-02, eta: 1 day, 16:23:41, time: 0.922, data_time: 0.008, memory: 7069, top1_acc: 0.2867, top5_acc: 0.5492, loss_cls: 3.0713, loss: 3.0713, grad_norm: 5.2854 2020-09-12 15:40:52,771 - mmaction - INFO - Epoch [2][2220/2640] lr: 1.000e-02, eta: 1 day, 16:21:36, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.2961, top5_acc: 0.5703, loss_cls: 3.0359, loss: 3.0359, grad_norm: 5.4346 2020-09-12 15:41:12,288 - mmaction - INFO - Epoch [2][2240/2640] lr: 1.000e-02, eta: 1 day, 16:19:50, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 2.9937, loss: 2.9937, grad_norm: 5.3653 2020-09-12 15:41:31,416 - mmaction - INFO - Epoch [2][2260/2640] lr: 1.000e-02, eta: 1 day, 16:17:48, time: 0.952, data_time: 0.005, memory: 7069, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.0514, loss: 3.0514, grad_norm: 5.4119 2020-09-12 15:41:51,335 - mmaction - INFO - Epoch [2][2280/2640] lr: 1.000e-02, eta: 1 day, 16:16:12, time: 1.000, data_time: 0.009, memory: 7069, top1_acc: 0.3180, top5_acc: 0.5797, loss_cls: 2.9939, loss: 2.9939, grad_norm: 5.3881 2020-09-12 15:42:13,189 - mmaction - INFO - Epoch [2][2300/2640] lr: 1.000e-02, eta: 1 day, 16:15:25, time: 1.092, data_time: 0.005, memory: 7069, top1_acc: 0.3203, top5_acc: 0.5977, loss_cls: 2.8824, loss: 2.8824, grad_norm: 5.5689 2020-09-12 15:42:32,858 - mmaction - INFO - Epoch [2][2320/2640] lr: 1.000e-02, eta: 1 day, 16:13:41, time: 0.983, data_time: 0.003, memory: 7069, top1_acc: 0.2922, top5_acc: 0.5672, loss_cls: 3.0375, loss: 3.0375, grad_norm: 5.3123 2020-09-12 15:42:49,904 - mmaction - INFO - Epoch [2][2340/2640] lr: 1.000e-02, eta: 1 day, 16:10:52, time: 0.853, data_time: 0.003, memory: 7069, top1_acc: 0.3109, top5_acc: 0.5742, loss_cls: 2.9976, loss: 2.9976, grad_norm: 5.2816 2020-09-12 15:43:09,999 - mmaction - INFO - Epoch [2][2360/2640] lr: 1.000e-02, eta: 1 day, 16:09:20, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 2.9666, loss: 2.9666, grad_norm: 5.3956 2020-09-12 15:43:29,673 - mmaction - INFO - Epoch [2][2380/2640] lr: 1.000e-02, eta: 1 day, 16:07:40, time: 0.984, data_time: 0.003, memory: 7069, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.0269, loss: 3.0269, grad_norm: 5.4153 2020-09-12 15:43:48,222 - mmaction - INFO - Epoch [2][2400/2640] lr: 1.000e-02, eta: 1 day, 16:05:28, time: 0.922, data_time: 0.006, memory: 7069, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 2.9735, loss: 2.9735, grad_norm: 5.5620 2020-09-12 15:44:08,155 - mmaction - INFO - Epoch [2][2420/2640] lr: 1.000e-02, eta: 1 day, 16:03:58, time: 1.003, data_time: 0.008, memory: 7069, top1_acc: 0.3352, top5_acc: 0.5773, loss_cls: 2.9421, loss: 2.9421, grad_norm: 6.1352 2020-09-12 15:44:26,414 - mmaction - INFO - Epoch [2][2440/2640] lr: 1.000e-02, eta: 1 day, 16:01:42, time: 0.908, data_time: 0.005, memory: 7069, top1_acc: 0.2844, top5_acc: 0.5508, loss_cls: 3.1689, loss: 3.1689, grad_norm: 5.4485 2020-09-12 15:44:47,241 - mmaction - INFO - Epoch [2][2460/2640] lr: 1.000e-02, eta: 1 day, 16:00:34, time: 1.045, data_time: 0.008, memory: 7069, top1_acc: 0.3078, top5_acc: 0.5687, loss_cls: 3.0856, loss: 3.0856, grad_norm: 5.3666 2020-09-12 15:45:06,387 - mmaction - INFO - Epoch [2][2480/2640] lr: 1.000e-02, eta: 1 day, 15:58:44, time: 0.958, data_time: 0.006, memory: 7069, top1_acc: 0.3055, top5_acc: 0.5734, loss_cls: 3.0338, loss: 3.0338, grad_norm: 5.2719 2020-09-12 15:45:26,000 - mmaction - INFO - Epoch [2][2500/2640] lr: 1.000e-02, eta: 1 day, 15:57:05, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.0058, loss: 3.0058, grad_norm: 5.4328 2020-09-12 15:45:45,279 - mmaction - INFO - Epoch [2][2520/2640] lr: 1.000e-02, eta: 1 day, 15:55:19, time: 0.965, data_time: 0.004, memory: 7069, top1_acc: 0.3070, top5_acc: 0.5789, loss_cls: 2.9706, loss: 2.9706, grad_norm: 5.3377 2020-09-12 15:46:04,405 - mmaction - INFO - Epoch [2][2540/2640] lr: 1.000e-02, eta: 1 day, 15:53:30, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 2.9181, loss: 2.9181, grad_norm: 5.4880 2020-09-12 15:46:23,622 - mmaction - INFO - Epoch [2][2560/2640] lr: 1.000e-02, eta: 1 day, 15:51:43, time: 0.960, data_time: 0.003, memory: 7069, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 2.9472, loss: 2.9472, grad_norm: 5.2318 2020-09-12 15:46:43,549 - mmaction - INFO - Epoch [2][2580/2640] lr: 1.000e-02, eta: 1 day, 15:50:15, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.3133, top5_acc: 0.5938, loss_cls: 2.9778, loss: 2.9778, grad_norm: 5.6163 2020-09-12 15:47:02,820 - mmaction - INFO - Epoch [2][2600/2640] lr: 1.000e-02, eta: 1 day, 15:48:31, time: 0.964, data_time: 0.003, memory: 7069, top1_acc: 0.3273, top5_acc: 0.5953, loss_cls: 2.9923, loss: 2.9923, grad_norm: 5.3630 2020-09-12 15:47:22,407 - mmaction - INFO - Epoch [2][2620/2640] lr: 1.000e-02, eta: 1 day, 15:46:53, time: 0.973, data_time: 0.005, memory: 7069, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 2.9103, loss: 2.9103, grad_norm: 5.2928 2020-09-12 15:47:40,128 - mmaction - INFO - Epoch [2][2640/2640] lr: 1.000e-02, eta: 1 day, 15:44:36, time: 0.892, data_time: 0.009, memory: 7069, top1_acc: 0.2968, top5_acc: 0.5645, loss_cls: 3.0522, loss: 3.0522, grad_norm: 5.4269 2020-09-12 15:47:54,844 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-09-12 15:55:17,607 - mmaction - INFO - Epoch [3][20/2640] lr: 1.000e-02, eta: 1 day, 18:31:10, time: 22.079, data_time: 20.905, memory: 7069, top1_acc: 0.3305, top5_acc: 0.6008, loss_cls: 2.8436, loss: 2.8436, grad_norm: 5.4863 2020-09-12 15:55:37,731 - mmaction - INFO - Epoch [3][40/2640] lr: 1.000e-02, eta: 1 day, 18:29:15, time: 1.016, data_time: 0.018, memory: 7069, top1_acc: 0.3297, top5_acc: 0.5617, loss_cls: 2.9850, loss: 2.9850, grad_norm: 5.3556 2020-09-12 15:55:57,364 - mmaction - INFO - Epoch [3][60/2640] lr: 1.000e-02, eta: 1 day, 18:27:04, time: 0.982, data_time: 0.019, memory: 7069, top1_acc: 0.3359, top5_acc: 0.6039, loss_cls: 2.8865, loss: 2.8865, grad_norm: 5.5617 2020-09-12 15:56:16,292 - mmaction - INFO - Epoch [3][80/2640] lr: 1.000e-02, eta: 1 day, 18:24:35, time: 0.942, data_time: 0.240, memory: 7069, top1_acc: 0.3008, top5_acc: 0.5938, loss_cls: 2.9758, loss: 2.9758, grad_norm: 5.4523 2020-09-12 15:56:35,725 - mmaction - INFO - Epoch [3][100/2640] lr: 1.000e-02, eta: 1 day, 18:22:22, time: 0.975, data_time: 0.219, memory: 7069, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 2.9444, loss: 2.9444, grad_norm: 5.4641 2020-09-12 15:56:55,715 - mmaction - INFO - Epoch [3][120/2640] lr: 1.000e-02, eta: 1 day, 18:20:20, time: 0.995, data_time: 0.416, memory: 7069, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 2.9886, loss: 2.9886, grad_norm: 5.4343 2020-09-12 15:57:15,783 - mmaction - INFO - Epoch [3][140/2640] lr: 1.000e-02, eta: 1 day, 18:18:25, time: 1.009, data_time: 0.422, memory: 7069, top1_acc: 0.3242, top5_acc: 0.6172, loss_cls: 2.8753, loss: 2.8753, grad_norm: 5.2042 2020-09-12 15:57:34,561 - mmaction - INFO - Epoch [3][160/2640] lr: 1.000e-02, eta: 1 day, 18:15:55, time: 0.933, data_time: 0.225, memory: 7069, top1_acc: 0.3320, top5_acc: 0.5844, loss_cls: 2.9333, loss: 2.9333, grad_norm: 5.4684 2020-09-12 15:57:53,498 - mmaction - INFO - Epoch [3][180/2640] lr: 1.000e-02, eta: 1 day, 18:13:35, time: 0.952, data_time: 0.197, memory: 7069, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 2.9432, loss: 2.9432, grad_norm: 5.6326 2020-09-12 15:58:13,271 - mmaction - INFO - Epoch [3][200/2640] lr: 1.000e-02, eta: 1 day, 18:11:32, time: 0.988, data_time: 0.327, memory: 7069, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 2.9616, loss: 2.9616, grad_norm: 5.5998 2020-09-12 15:58:32,976 - mmaction - INFO - Epoch [3][220/2640] lr: 1.000e-02, eta: 1 day, 18:09:29, time: 0.986, data_time: 0.187, memory: 7069, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 2.9499, loss: 2.9499, grad_norm: 5.5262 2020-09-12 15:58:52,808 - mmaction - INFO - Epoch [3][240/2640] lr: 1.000e-02, eta: 1 day, 18:07:29, time: 0.988, data_time: 0.154, memory: 7069, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 2.9325, loss: 2.9325, grad_norm: 5.6194 2020-09-12 15:59:11,473 - mmaction - INFO - Epoch [3][260/2640] lr: 1.000e-02, eta: 1 day, 18:05:04, time: 0.935, data_time: 0.129, memory: 7069, top1_acc: 0.3031, top5_acc: 0.5758, loss_cls: 2.9908, loss: 2.9908, grad_norm: 5.5709 2020-09-12 15:59:31,348 - mmaction - INFO - Epoch [3][280/2640] lr: 1.000e-02, eta: 1 day, 18:03:08, time: 0.995, data_time: 0.354, memory: 7069, top1_acc: 0.3266, top5_acc: 0.5977, loss_cls: 2.9256, loss: 2.9256, grad_norm: 5.5090 2020-09-12 15:59:50,303 - mmaction - INFO - Epoch [3][300/2640] lr: 1.000e-02, eta: 1 day, 18:00:51, time: 0.949, data_time: 0.155, memory: 7069, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 2.9281, loss: 2.9281, grad_norm: 5.2602 2020-09-12 16:00:18,307 - mmaction - INFO - Epoch [3][320/2640] lr: 1.000e-02, eta: 1 day, 18:01:53, time: 1.386, data_time: 0.027, memory: 7069, top1_acc: 0.3289, top5_acc: 0.5930, loss_cls: 2.9506, loss: 2.9506, grad_norm: 5.5798 2020-09-12 16:00:37,788 - mmaction - INFO - Epoch [3][340/2640] lr: 1.000e-02, eta: 1 day, 17:59:49, time: 0.976, data_time: 0.127, memory: 7069, top1_acc: 0.3187, top5_acc: 0.5930, loss_cls: 2.9573, loss: 2.9573, grad_norm: 5.3038 2020-09-12 16:00:56,843 - mmaction - INFO - Epoch [3][360/2640] lr: 1.000e-02, eta: 1 day, 17:57:38, time: 0.957, data_time: 0.071, memory: 7069, top1_acc: 0.3367, top5_acc: 0.6039, loss_cls: 2.8669, loss: 2.8669, grad_norm: 5.5597 2020-09-12 16:01:16,110 - mmaction - INFO - Epoch [3][380/2640] lr: 1.000e-02, eta: 1 day, 17:55:34, time: 0.971, data_time: 0.149, memory: 7069, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 2.9655, loss: 2.9655, grad_norm: 5.3874 2020-09-12 16:01:35,326 - mmaction - INFO - Epoch [3][400/2640] lr: 1.000e-02, eta: 1 day, 17:53:26, time: 0.960, data_time: 0.178, memory: 7069, top1_acc: 0.3359, top5_acc: 0.5984, loss_cls: 2.8980, loss: 2.8980, grad_norm: 5.4798 2020-09-12 16:01:55,383 - mmaction - INFO - Epoch [3][420/2640] lr: 1.000e-02, eta: 1 day, 17:51:38, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 2.8749, loss: 2.8749, grad_norm: 5.4264 2020-09-12 16:02:15,195 - mmaction - INFO - Epoch [3][440/2640] lr: 1.000e-02, eta: 1 day, 17:49:42, time: 0.985, data_time: 0.005, memory: 7069, top1_acc: 0.3398, top5_acc: 0.6094, loss_cls: 2.8665, loss: 2.8665, grad_norm: 5.7121 2020-09-12 16:02:33,312 - mmaction - INFO - Epoch [3][460/2640] lr: 1.000e-02, eta: 1 day, 17:47:14, time: 0.910, data_time: 0.099, memory: 7069, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 2.8830, loss: 2.8830, grad_norm: 5.6390 2020-09-12 16:02:53,029 - mmaction - INFO - Epoch [3][480/2640] lr: 1.000e-02, eta: 1 day, 17:45:20, time: 0.985, data_time: 0.289, memory: 7069, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 2.9427, loss: 2.9427, grad_norm: 5.4823 2020-09-12 16:03:13,136 - mmaction - INFO - Epoch [3][500/2640] lr: 1.000e-02, eta: 1 day, 17:43:35, time: 1.006, data_time: 0.396, memory: 7069, top1_acc: 0.3219, top5_acc: 0.5930, loss_cls: 2.9249, loss: 2.9249, grad_norm: 5.5971 2020-09-12 16:03:33,192 - mmaction - INFO - Epoch [3][520/2640] lr: 1.000e-02, eta: 1 day, 17:41:47, time: 0.997, data_time: 0.320, memory: 7069, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 2.8858, loss: 2.8858, grad_norm: 5.2894 2020-09-12 16:03:52,000 - mmaction - INFO - Epoch [3][540/2640] lr: 1.000e-02, eta: 1 day, 17:39:39, time: 0.947, data_time: 0.355, memory: 7069, top1_acc: 0.3359, top5_acc: 0.6102, loss_cls: 2.8698, loss: 2.8698, grad_norm: 5.5095 2020-09-12 16:04:12,306 - mmaction - INFO - Epoch [3][560/2640] lr: 1.000e-02, eta: 1 day, 17:37:58, time: 1.010, data_time: 0.412, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.7893, loss: 2.7893, grad_norm: 5.7553 2020-09-12 16:04:31,463 - mmaction - INFO - Epoch [3][580/2640] lr: 1.000e-02, eta: 1 day, 17:35:56, time: 0.962, data_time: 0.375, memory: 7069, top1_acc: 0.3094, top5_acc: 0.5867, loss_cls: 2.9708, loss: 2.9708, grad_norm: 5.4480 2020-09-12 16:04:52,051 - mmaction - INFO - Epoch [3][600/2640] lr: 1.000e-02, eta: 1 day, 17:34:24, time: 1.026, data_time: 0.383, memory: 7069, top1_acc: 0.3047, top5_acc: 0.5828, loss_cls: 2.9892, loss: 2.9892, grad_norm: 5.2548 2020-09-12 16:05:09,876 - mmaction - INFO - Epoch [3][620/2640] lr: 1.000e-02, eta: 1 day, 17:31:55, time: 0.896, data_time: 0.247, memory: 7069, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.8213, loss: 2.8213, grad_norm: 5.2843 2020-09-12 16:05:29,644 - mmaction - INFO - Epoch [3][640/2640] lr: 1.000e-02, eta: 1 day, 17:30:07, time: 0.988, data_time: 0.377, memory: 7069, top1_acc: 0.3352, top5_acc: 0.6008, loss_cls: 2.8669, loss: 2.8669, grad_norm: 5.3882 2020-09-12 16:05:48,727 - mmaction - INFO - Epoch [3][660/2640] lr: 1.000e-02, eta: 1 day, 17:28:05, time: 0.953, data_time: 0.355, memory: 7069, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 2.9061, loss: 2.9061, grad_norm: 5.2501 2020-09-12 16:06:07,802 - mmaction - INFO - Epoch [3][680/2640] lr: 1.000e-02, eta: 1 day, 17:26:02, time: 0.948, data_time: 0.172, memory: 7069, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 2.9759, loss: 2.9759, grad_norm: 5.5359 2020-09-12 16:06:26,571 - mmaction - INFO - Epoch [3][700/2640] lr: 1.000e-02, eta: 1 day, 17:23:58, time: 0.946, data_time: 0.014, memory: 7069, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 2.9096, loss: 2.9096, grad_norm: 5.5947 2020-09-12 16:06:47,057 - mmaction - INFO - Epoch [3][720/2640] lr: 1.000e-02, eta: 1 day, 17:22:28, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.3461, top5_acc: 0.6172, loss_cls: 2.7849, loss: 2.7849, grad_norm: 5.5691 2020-09-12 16:07:05,578 - mmaction - INFO - Epoch [3][740/2640] lr: 1.000e-02, eta: 1 day, 17:20:17, time: 0.926, data_time: 0.154, memory: 7069, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 2.8863, loss: 2.8863, grad_norm: 5.2759 2020-09-12 16:07:25,077 - mmaction - INFO - Epoch [3][760/2640] lr: 1.000e-02, eta: 1 day, 17:18:27, time: 0.975, data_time: 0.362, memory: 7069, top1_acc: 0.3203, top5_acc: 0.6031, loss_cls: 2.8703, loss: 2.8703, grad_norm: 5.5440 2020-09-12 16:07:46,098 - mmaction - INFO - Epoch [3][780/2640] lr: 1.000e-02, eta: 1 day, 17:17:08, time: 1.047, data_time: 0.350, memory: 7069, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 2.9679, loss: 2.9679, grad_norm: 5.2985 2020-09-12 16:08:05,303 - mmaction - INFO - Epoch [3][800/2640] lr: 1.000e-02, eta: 1 day, 17:15:15, time: 0.965, data_time: 0.083, memory: 7069, top1_acc: 0.3187, top5_acc: 0.5891, loss_cls: 2.9357, loss: 2.9357, grad_norm: 5.6838 2020-09-12 16:08:24,592 - mmaction - INFO - Epoch [3][820/2640] lr: 1.000e-02, eta: 1 day, 17:13:21, time: 0.961, data_time: 0.054, memory: 7069, top1_acc: 0.3234, top5_acc: 0.6055, loss_cls: 2.8973, loss: 2.8973, grad_norm: 5.4382 2020-09-12 16:08:44,228 - mmaction - INFO - Epoch [3][840/2640] lr: 1.000e-02, eta: 1 day, 17:11:38, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.7973, loss: 2.7973, grad_norm: 5.5695 2020-09-12 16:09:04,266 - mmaction - INFO - Epoch [3][860/2640] lr: 1.000e-02, eta: 1 day, 17:10:00, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.3312, top5_acc: 0.6070, loss_cls: 2.9127, loss: 2.9127, grad_norm: 5.3974 2020-09-12 16:09:24,407 - mmaction - INFO - Epoch [3][880/2640] lr: 1.000e-02, eta: 1 day, 17:08:29, time: 1.013, data_time: 0.372, memory: 7069, top1_acc: 0.3289, top5_acc: 0.6031, loss_cls: 2.9131, loss: 2.9131, grad_norm: 5.4123 2020-09-12 16:09:43,000 - mmaction - INFO - Epoch [3][900/2640] lr: 1.000e-02, eta: 1 day, 17:06:23, time: 0.926, data_time: 0.336, memory: 7069, top1_acc: 0.3406, top5_acc: 0.6266, loss_cls: 2.8203, loss: 2.8203, grad_norm: 5.5356 2020-09-12 16:10:02,484 - mmaction - INFO - Epoch [3][920/2640] lr: 1.000e-02, eta: 1 day, 17:04:39, time: 0.977, data_time: 0.307, memory: 7069, top1_acc: 0.3203, top5_acc: 0.5961, loss_cls: 2.9066, loss: 2.9066, grad_norm: 5.3652 2020-09-12 16:10:21,174 - mmaction - INFO - Epoch [3][940/2640] lr: 1.000e-02, eta: 1 day, 17:02:39, time: 0.935, data_time: 0.066, memory: 7069, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 2.8569, loss: 2.8569, grad_norm: 5.2297 2020-09-12 16:10:40,279 - mmaction - INFO - Epoch [3][960/2640] lr: 1.000e-02, eta: 1 day, 17:00:45, time: 0.951, data_time: 0.178, memory: 7069, top1_acc: 0.3578, top5_acc: 0.5867, loss_cls: 2.8487, loss: 2.8487, grad_norm: 5.3170 2020-09-12 16:10:59,048 - mmaction - INFO - Epoch [3][980/2640] lr: 1.000e-02, eta: 1 day, 16:58:48, time: 0.943, data_time: 0.349, memory: 7069, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 2.8716, loss: 2.8716, grad_norm: 5.4792 2020-09-12 16:11:20,315 - mmaction - INFO - Epoch [3][1000/2640] lr: 1.000e-02, eta: 1 day, 16:57:39, time: 1.060, data_time: 0.430, memory: 7069, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 2.9479, loss: 2.9479, grad_norm: 5.6660 2020-09-12 16:11:39,554 - mmaction - INFO - Epoch [3][1020/2640] lr: 1.000e-02, eta: 1 day, 16:55:53, time: 0.966, data_time: 0.372, memory: 7069, top1_acc: 0.3359, top5_acc: 0.6102, loss_cls: 2.8172, loss: 2.8172, grad_norm: 5.6958 2020-09-12 16:11:58,991 - mmaction - INFO - Epoch [3][1040/2640] lr: 1.000e-02, eta: 1 day, 16:54:08, time: 0.967, data_time: 0.377, memory: 7069, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.7697, loss: 2.7697, grad_norm: 5.5308 2020-09-12 16:12:18,628 - mmaction - INFO - Epoch [3][1060/2640] lr: 1.000e-02, eta: 1 day, 16:52:31, time: 0.986, data_time: 0.358, memory: 7069, top1_acc: 0.3305, top5_acc: 0.6094, loss_cls: 2.8743, loss: 2.8743, grad_norm: 5.4253 2020-09-12 16:12:36,952 - mmaction - INFO - Epoch [3][1080/2640] lr: 1.000e-02, eta: 1 day, 16:50:25, time: 0.912, data_time: 0.166, memory: 7069, top1_acc: 0.3453, top5_acc: 0.6180, loss_cls: 2.9117, loss: 2.9117, grad_norm: 5.3642 2020-09-12 16:12:54,834 - mmaction - INFO - Epoch [3][1100/2640] lr: 1.000e-02, eta: 1 day, 16:48:15, time: 0.899, data_time: 0.007, memory: 7069, top1_acc: 0.3297, top5_acc: 0.6172, loss_cls: 2.8271, loss: 2.8271, grad_norm: 5.5654 2020-09-12 16:13:14,489 - mmaction - INFO - Epoch [3][1120/2640] lr: 1.000e-02, eta: 1 day, 16:46:38, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.3195, top5_acc: 0.5961, loss_cls: 2.9302, loss: 2.9302, grad_norm: 5.7342 2020-09-12 16:13:35,600 - mmaction - INFO - Epoch [3][1140/2640] lr: 1.000e-02, eta: 1 day, 16:45:31, time: 1.056, data_time: 0.016, memory: 7069, top1_acc: 0.3398, top5_acc: 0.6172, loss_cls: 2.8415, loss: 2.8415, grad_norm: 5.2286 2020-09-12 16:13:53,743 - mmaction - INFO - Epoch [3][1160/2640] lr: 1.000e-02, eta: 1 day, 16:43:24, time: 0.904, data_time: 0.028, memory: 7069, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 2.8646, loss: 2.8646, grad_norm: 5.4202 2020-09-12 16:14:14,800 - mmaction - INFO - Epoch [3][1180/2640] lr: 1.000e-02, eta: 1 day, 16:42:17, time: 1.054, data_time: 0.416, memory: 7069, top1_acc: 0.3266, top5_acc: 0.6086, loss_cls: 2.8508, loss: 2.8508, grad_norm: 5.6724 2020-09-12 16:14:34,124 - mmaction - INFO - Epoch [3][1200/2640] lr: 1.000e-02, eta: 1 day, 16:40:36, time: 0.968, data_time: 0.230, memory: 7069, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.7346, loss: 2.7346, grad_norm: 5.4988 2020-09-12 16:14:53,641 - mmaction - INFO - Epoch [3][1220/2640] lr: 1.000e-02, eta: 1 day, 16:38:57, time: 0.971, data_time: 0.117, memory: 7069, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 2.9231, loss: 2.9231, grad_norm: 5.4481 2020-09-12 16:15:11,979 - mmaction - INFO - Epoch [3][1240/2640] lr: 1.000e-02, eta: 1 day, 16:36:59, time: 0.921, data_time: 0.015, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.7505, loss: 2.7505, grad_norm: 5.4971 2020-09-12 16:15:31,766 - mmaction - INFO - Epoch [3][1260/2640] lr: 1.000e-02, eta: 1 day, 16:35:27, time: 0.986, data_time: 0.079, memory: 7069, top1_acc: 0.3344, top5_acc: 0.5992, loss_cls: 2.8536, loss: 2.8536, grad_norm: 5.4369 2020-09-12 16:15:51,972 - mmaction - INFO - Epoch [3][1280/2640] lr: 1.000e-02, eta: 1 day, 16:34:07, time: 1.016, data_time: 0.008, memory: 7069, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 2.9027, loss: 2.9027, grad_norm: 5.4923 2020-09-12 16:16:11,497 - mmaction - INFO - Epoch [3][1300/2640] lr: 1.000e-02, eta: 1 day, 16:32:31, time: 0.974, data_time: 0.005, memory: 7069, top1_acc: 0.3203, top5_acc: 0.6133, loss_cls: 2.8595, loss: 2.8595, grad_norm: 5.4681 2020-09-12 16:16:32,031 - mmaction - INFO - Epoch [3][1320/2640] lr: 1.000e-02, eta: 1 day, 16:31:16, time: 1.029, data_time: 0.007, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6094, loss_cls: 2.8177, loss: 2.8177, grad_norm: 5.3933 2020-09-12 16:16:51,314 - mmaction - INFO - Epoch [3][1340/2640] lr: 1.000e-02, eta: 1 day, 16:29:38, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.3289, top5_acc: 0.6078, loss_cls: 2.8658, loss: 2.8658, grad_norm: 5.6140 2020-09-12 16:17:10,226 - mmaction - INFO - Epoch [3][1360/2640] lr: 1.000e-02, eta: 1 day, 16:27:52, time: 0.945, data_time: 0.004, memory: 7069, top1_acc: 0.3430, top5_acc: 0.6188, loss_cls: 2.7768, loss: 2.7768, grad_norm: 5.4347 2020-09-12 16:17:30,244 - mmaction - INFO - Epoch [3][1380/2640] lr: 1.000e-02, eta: 1 day, 16:26:27, time: 0.996, data_time: 0.019, memory: 7069, top1_acc: 0.3750, top5_acc: 0.6273, loss_cls: 2.7647, loss: 2.7647, grad_norm: 5.7063 2020-09-12 16:17:49,991 - mmaction - INFO - Epoch [3][1400/2640] lr: 1.000e-02, eta: 1 day, 16:25:00, time: 0.993, data_time: 0.039, memory: 7069, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.7912, loss: 2.7912, grad_norm: 5.4971 2020-09-12 16:18:09,726 - mmaction - INFO - Epoch [3][1420/2640] lr: 1.000e-02, eta: 1 day, 16:23:31, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 2.9220, loss: 2.9220, grad_norm: 5.3741 2020-09-12 16:18:27,220 - mmaction - INFO - Epoch [3][1440/2640] lr: 1.000e-02, eta: 1 day, 16:21:22, time: 0.876, data_time: 0.008, memory: 7069, top1_acc: 0.3555, top5_acc: 0.6250, loss_cls: 2.7515, loss: 2.7515, grad_norm: 5.5167 2020-09-12 16:18:47,513 - mmaction - INFO - Epoch [3][1460/2640] lr: 1.000e-02, eta: 1 day, 16:20:05, time: 1.015, data_time: 0.060, memory: 7069, top1_acc: 0.3203, top5_acc: 0.5867, loss_cls: 2.9276, loss: 2.9276, grad_norm: 5.4028 2020-09-12 16:19:07,296 - mmaction - INFO - Epoch [3][1480/2640] lr: 1.000e-02, eta: 1 day, 16:18:38, time: 0.989, data_time: 0.066, memory: 7069, top1_acc: 0.3414, top5_acc: 0.6250, loss_cls: 2.8374, loss: 2.8374, grad_norm: 5.6459 2020-09-12 16:19:28,476 - mmaction - INFO - Epoch [3][1500/2640] lr: 1.000e-02, eta: 1 day, 16:17:37, time: 1.055, data_time: 0.006, memory: 7069, top1_acc: 0.3281, top5_acc: 0.6023, loss_cls: 2.9057, loss: 2.9057, grad_norm: 5.4286 2020-09-12 16:19:46,815 - mmaction - INFO - Epoch [3][1520/2640] lr: 1.000e-02, eta: 1 day, 16:15:46, time: 0.920, data_time: 0.009, memory: 7069, top1_acc: 0.3359, top5_acc: 0.6125, loss_cls: 2.8431, loss: 2.8431, grad_norm: 5.5074 2020-09-12 16:20:08,183 - mmaction - INFO - Epoch [3][1540/2640] lr: 1.000e-02, eta: 1 day, 16:14:50, time: 1.069, data_time: 0.007, memory: 7069, top1_acc: 0.3336, top5_acc: 0.6086, loss_cls: 2.8636, loss: 2.8636, grad_norm: 5.5257 2020-09-12 16:20:28,440 - mmaction - INFO - Epoch [3][1560/2640] lr: 1.000e-02, eta: 1 day, 16:13:34, time: 1.013, data_time: 0.003, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6391, loss_cls: 2.7578, loss: 2.7578, grad_norm: 5.4154 2020-09-12 16:20:46,226 - mmaction - INFO - Epoch [3][1580/2640] lr: 1.000e-02, eta: 1 day, 16:11:34, time: 0.890, data_time: 0.022, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6062, loss_cls: 2.8521, loss: 2.8521, grad_norm: 5.5347 2020-09-12 16:21:05,385 - mmaction - INFO - Epoch [3][1600/2640] lr: 1.000e-02, eta: 1 day, 16:09:57, time: 0.953, data_time: 0.276, memory: 7069, top1_acc: 0.3344, top5_acc: 0.6148, loss_cls: 2.8094, loss: 2.8094, grad_norm: 5.7479 2020-09-12 16:21:24,028 - mmaction - INFO - Epoch [3][1620/2640] lr: 1.000e-02, eta: 1 day, 16:08:14, time: 0.937, data_time: 0.200, memory: 7069, top1_acc: 0.3312, top5_acc: 0.6070, loss_cls: 2.9173, loss: 2.9173, grad_norm: 5.7508 2020-09-12 16:21:44,559 - mmaction - INFO - Epoch [3][1640/2640] lr: 1.000e-02, eta: 1 day, 16:07:05, time: 1.027, data_time: 0.314, memory: 7069, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.8625, loss: 2.8625, grad_norm: 5.4450 2020-09-12 16:22:04,280 - mmaction - INFO - Epoch [3][1660/2640] lr: 1.000e-02, eta: 1 day, 16:05:40, time: 0.984, data_time: 0.389, memory: 7069, top1_acc: 0.3531, top5_acc: 0.6352, loss_cls: 2.6767, loss: 2.6767, grad_norm: 5.7108 2020-09-12 16:22:23,529 - mmaction - INFO - Epoch [3][1680/2640] lr: 1.000e-02, eta: 1 day, 16:04:09, time: 0.964, data_time: 0.369, memory: 7069, top1_acc: 0.3281, top5_acc: 0.6195, loss_cls: 2.9404, loss: 2.9404, grad_norm: 5.4642 2020-09-12 16:22:44,478 - mmaction - INFO - Epoch [3][1700/2640] lr: 1.000e-02, eta: 1 day, 16:03:07, time: 1.045, data_time: 0.243, memory: 7069, top1_acc: 0.3398, top5_acc: 0.6156, loss_cls: 2.8378, loss: 2.8378, grad_norm: 5.4417 2020-09-12 16:23:02,921 - mmaction - INFO - Epoch [3][1720/2640] lr: 1.000e-02, eta: 1 day, 16:01:22, time: 0.925, data_time: 0.083, memory: 7069, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.7830, loss: 2.7830, grad_norm: 5.3403 2020-09-12 16:23:22,954 - mmaction - INFO - Epoch [3][1740/2640] lr: 1.000e-02, eta: 1 day, 16:00:03, time: 0.997, data_time: 0.139, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6172, loss_cls: 2.8156, loss: 2.8156, grad_norm: 5.4436 2020-09-12 16:23:41,835 - mmaction - INFO - Epoch [3][1760/2640] lr: 1.000e-02, eta: 1 day, 15:58:28, time: 0.948, data_time: 0.106, memory: 7069, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.7609, loss: 2.7609, grad_norm: 5.5204 2020-09-12 16:24:01,461 - mmaction - INFO - Epoch [3][1780/2640] lr: 1.000e-02, eta: 1 day, 15:57:03, time: 0.978, data_time: 0.013, memory: 7069, top1_acc: 0.3477, top5_acc: 0.6258, loss_cls: 2.8197, loss: 2.8197, grad_norm: 5.5526 2020-09-12 16:24:21,102 - mmaction - INFO - Epoch [3][1800/2640] lr: 1.000e-02, eta: 1 day, 15:55:41, time: 0.984, data_time: 0.140, memory: 7069, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.8331, loss: 2.8331, grad_norm: 5.6071 2020-09-12 16:24:40,359 - mmaction - INFO - Epoch [3][1820/2640] lr: 1.000e-02, eta: 1 day, 15:54:13, time: 0.964, data_time: 0.088, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6273, loss_cls: 2.7713, loss: 2.7713, grad_norm: 5.4266 2020-09-12 16:24:59,952 - mmaction - INFO - Epoch [3][1840/2640] lr: 1.000e-02, eta: 1 day, 15:52:47, time: 0.972, data_time: 0.204, memory: 7069, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 2.8310, loss: 2.8310, grad_norm: 5.4513 2020-09-12 16:25:19,307 - mmaction - INFO - Epoch [3][1860/2640] lr: 1.000e-02, eta: 1 day, 15:51:23, time: 0.975, data_time: 0.387, memory: 7069, top1_acc: 0.3352, top5_acc: 0.6234, loss_cls: 2.8526, loss: 2.8526, grad_norm: 5.5428 2020-09-12 16:25:38,451 - mmaction - INFO - Epoch [3][1880/2640] lr: 1.000e-02, eta: 1 day, 15:49:53, time: 0.957, data_time: 0.294, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.7807, loss: 2.7807, grad_norm: 5.2911 2020-09-12 16:25:58,511 - mmaction - INFO - Epoch [3][1900/2640] lr: 1.000e-02, eta: 1 day, 15:48:40, time: 1.003, data_time: 0.411, memory: 7069, top1_acc: 0.3383, top5_acc: 0.6188, loss_cls: 2.8260, loss: 2.8260, grad_norm: 5.6783 2020-09-12 16:26:18,061 - mmaction - INFO - Epoch [3][1920/2640] lr: 1.000e-02, eta: 1 day, 15:47:16, time: 0.972, data_time: 0.384, memory: 7069, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.8135, loss: 2.8135, grad_norm: 5.5391 2020-09-12 16:26:36,871 - mmaction - INFO - Epoch [3][1940/2640] lr: 1.000e-02, eta: 1 day, 15:45:43, time: 0.947, data_time: 0.353, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6289, loss_cls: 2.7868, loss: 2.7868, grad_norm: 5.4428 2020-09-12 16:26:56,692 - mmaction - INFO - Epoch [3][1960/2640] lr: 1.000e-02, eta: 1 day, 15:44:25, time: 0.987, data_time: 0.249, memory: 7069, top1_acc: 0.3344, top5_acc: 0.6086, loss_cls: 2.8419, loss: 2.8419, grad_norm: 5.6518 2020-09-12 16:27:15,848 - mmaction - INFO - Epoch [3][1980/2640] lr: 1.000e-02, eta: 1 day, 15:42:59, time: 0.961, data_time: 0.131, memory: 7069, top1_acc: 0.3320, top5_acc: 0.6070, loss_cls: 2.8542, loss: 2.8542, grad_norm: 5.4606 2020-09-12 16:27:35,759 - mmaction - INFO - Epoch [3][2000/2640] lr: 1.000e-02, eta: 1 day, 15:41:44, time: 0.996, data_time: 0.159, memory: 7069, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.8443, loss: 2.8443, grad_norm: 5.4111 2020-09-12 16:27:56,244 - mmaction - INFO - Epoch [3][2020/2640] lr: 1.000e-02, eta: 1 day, 15:40:37, time: 1.017, data_time: 0.267, memory: 7069, top1_acc: 0.3477, top5_acc: 0.6234, loss_cls: 2.7749, loss: 2.7749, grad_norm: 5.5051 2020-09-12 16:28:16,126 - mmaction - INFO - Epoch [3][2040/2640] lr: 1.000e-02, eta: 1 day, 15:39:25, time: 1.001, data_time: 0.275, memory: 7069, top1_acc: 0.3234, top5_acc: 0.6008, loss_cls: 2.9119, loss: 2.9119, grad_norm: 5.3752 2020-09-12 16:28:34,528 - mmaction - INFO - Epoch [3][2060/2640] lr: 1.000e-02, eta: 1 day, 15:37:44, time: 0.915, data_time: 0.040, memory: 7069, top1_acc: 0.3391, top5_acc: 0.6219, loss_cls: 2.8020, loss: 2.8020, grad_norm: 5.4728 2020-09-12 16:28:54,486 - mmaction - INFO - Epoch [3][2080/2640] lr: 1.000e-02, eta: 1 day, 15:36:33, time: 1.003, data_time: 0.008, memory: 7069, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.8575, loss: 2.8575, grad_norm: 5.4757 2020-09-12 16:29:14,687 - mmaction - INFO - Epoch [3][2100/2640] lr: 1.000e-02, eta: 1 day, 15:35:24, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.7680, loss: 2.7680, grad_norm: 5.5820 2020-09-12 16:29:33,581 - mmaction - INFO - Epoch [3][2120/2640] lr: 1.000e-02, eta: 1 day, 15:33:55, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6148, loss_cls: 2.8166, loss: 2.8166, grad_norm: 5.5005 2020-09-12 16:29:52,380 - mmaction - INFO - Epoch [3][2140/2640] lr: 1.000e-02, eta: 1 day, 15:32:24, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.8346, loss: 2.8346, grad_norm: 5.3867 2020-09-12 16:30:11,709 - mmaction - INFO - Epoch [3][2160/2640] lr: 1.000e-02, eta: 1 day, 15:31:02, time: 0.966, data_time: 0.003, memory: 7069, top1_acc: 0.3461, top5_acc: 0.6203, loss_cls: 2.7808, loss: 2.7808, grad_norm: 5.4778 2020-09-12 16:30:31,149 - mmaction - INFO - Epoch [3][2180/2640] lr: 1.000e-02, eta: 1 day, 15:29:43, time: 0.973, data_time: 0.069, memory: 7069, top1_acc: 0.3500, top5_acc: 0.6297, loss_cls: 2.7724, loss: 2.7724, grad_norm: 5.4700 2020-09-12 16:30:51,922 - mmaction - INFO - Epoch [3][2200/2640] lr: 1.000e-02, eta: 1 day, 15:28:45, time: 1.038, data_time: 0.296, memory: 7069, top1_acc: 0.3594, top5_acc: 0.6305, loss_cls: 2.7713, loss: 2.7713, grad_norm: 5.3258 2020-09-12 16:31:11,385 - mmaction - INFO - Epoch [3][2220/2640] lr: 1.000e-02, eta: 1 day, 15:27:27, time: 0.973, data_time: 0.036, memory: 7069, top1_acc: 0.3500, top5_acc: 0.6172, loss_cls: 2.8404, loss: 2.8404, grad_norm: 5.7359 2020-09-12 16:31:31,212 - mmaction - INFO - Epoch [3][2240/2640] lr: 1.000e-02, eta: 1 day, 15:26:14, time: 0.992, data_time: 0.013, memory: 7069, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 2.8403, loss: 2.8403, grad_norm: 5.4199 2020-09-12 16:31:49,111 - mmaction - INFO - Epoch [3][2260/2640] lr: 1.000e-02, eta: 1 day, 15:24:31, time: 0.895, data_time: 0.002, memory: 7069, top1_acc: 0.3336, top5_acc: 0.6133, loss_cls: 2.8096, loss: 2.8096, grad_norm: 5.6058 2020-09-12 16:32:08,244 - mmaction - INFO - Epoch [3][2280/2640] lr: 1.000e-02, eta: 1 day, 15:23:06, time: 0.952, data_time: 0.152, memory: 7069, top1_acc: 0.3367, top5_acc: 0.6078, loss_cls: 2.8360, loss: 2.8360, grad_norm: 5.6492 2020-09-12 16:32:28,129 - mmaction - INFO - Epoch [3][2300/2640] lr: 1.000e-02, eta: 1 day, 15:21:57, time: 0.999, data_time: 0.030, memory: 7069, top1_acc: 0.3336, top5_acc: 0.6203, loss_cls: 2.8318, loss: 2.8318, grad_norm: 5.5041 2020-09-12 16:32:47,331 - mmaction - INFO - Epoch [3][2320/2640] lr: 1.000e-02, eta: 1 day, 15:20:36, time: 0.960, data_time: 0.258, memory: 7069, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.8278, loss: 2.8278, grad_norm: 6.1241 2020-09-12 16:33:06,120 - mmaction - INFO - Epoch [3][2340/2640] lr: 1.000e-02, eta: 1 day, 15:19:08, time: 0.940, data_time: 0.164, memory: 7069, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.7753, loss: 2.7753, grad_norm: 5.7477 2020-09-12 16:33:26,671 - mmaction - INFO - Epoch [3][2360/2640] lr: 1.000e-02, eta: 1 day, 15:18:09, time: 1.027, data_time: 0.051, memory: 7069, top1_acc: 0.3414, top5_acc: 0.6211, loss_cls: 2.8018, loss: 2.8018, grad_norm: 5.7526 2020-09-12 16:33:47,023 - mmaction - INFO - Epoch [3][2380/2640] lr: 1.000e-02, eta: 1 day, 15:17:07, time: 1.017, data_time: 0.155, memory: 7069, top1_acc: 0.3375, top5_acc: 0.6055, loss_cls: 2.8741, loss: 2.8741, grad_norm: 5.7750 2020-09-12 16:34:06,095 - mmaction - INFO - Epoch [3][2400/2640] lr: 1.000e-02, eta: 1 day, 15:15:44, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.7644, loss: 2.7644, grad_norm: 5.4296 2020-09-12 16:34:26,348 - mmaction - INFO - Epoch [3][2420/2640] lr: 1.000e-02, eta: 1 day, 15:14:42, time: 1.017, data_time: 0.008, memory: 7069, top1_acc: 0.3445, top5_acc: 0.6133, loss_cls: 2.8412, loss: 2.8412, grad_norm: 5.5937 2020-09-12 16:34:45,441 - mmaction - INFO - Epoch [3][2440/2640] lr: 1.000e-02, eta: 1 day, 15:13:20, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6211, loss_cls: 2.7915, loss: 2.7915, grad_norm: 5.5421 2020-09-12 16:35:04,689 - mmaction - INFO - Epoch [3][2460/2640] lr: 1.000e-02, eta: 1 day, 15:12:03, time: 0.966, data_time: 0.031, memory: 7069, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 2.8647, loss: 2.8647, grad_norm: 5.5408 2020-09-12 16:35:25,001 - mmaction - INFO - Epoch [3][2480/2640] lr: 1.000e-02, eta: 1 day, 15:11:01, time: 1.014, data_time: 0.079, memory: 7069, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.8746, loss: 2.8746, grad_norm: 5.3985 2020-09-12 16:35:45,908 - mmaction - INFO - Epoch [3][2500/2640] lr: 1.000e-02, eta: 1 day, 15:10:09, time: 1.045, data_time: 0.008, memory: 7069, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.7796, loss: 2.7796, grad_norm: 5.4569 2020-09-12 16:36:03,907 - mmaction - INFO - Epoch [3][2520/2640] lr: 1.000e-02, eta: 1 day, 15:08:32, time: 0.901, data_time: 0.007, memory: 7069, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.7130, loss: 2.7130, grad_norm: 5.7080 2020-09-12 16:36:23,538 - mmaction - INFO - Epoch [3][2540/2640] lr: 1.000e-02, eta: 1 day, 15:07:20, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.3219, top5_acc: 0.6016, loss_cls: 2.8840, loss: 2.8840, grad_norm: 5.4998 2020-09-12 16:36:42,262 - mmaction - INFO - Epoch [3][2560/2640] lr: 1.000e-02, eta: 1 day, 15:05:56, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.7754, loss: 2.7754, grad_norm: 5.4598 2020-09-12 16:37:01,116 - mmaction - INFO - Epoch [3][2580/2640] lr: 1.000e-02, eta: 1 day, 15:04:31, time: 0.939, data_time: 0.123, memory: 7069, top1_acc: 0.3305, top5_acc: 0.6258, loss_cls: 2.8245, loss: 2.8245, grad_norm: 5.5084 2020-09-12 16:37:20,926 - mmaction - INFO - Epoch [3][2600/2640] lr: 1.000e-02, eta: 1 day, 15:03:25, time: 0.994, data_time: 0.117, memory: 7069, top1_acc: 0.3516, top5_acc: 0.6336, loss_cls: 2.7533, loss: 2.7533, grad_norm: 5.5996 2020-09-12 16:37:41,681 - mmaction - INFO - Epoch [3][2620/2640] lr: 1.000e-02, eta: 1 day, 15:02:32, time: 1.037, data_time: 0.007, memory: 7069, top1_acc: 0.3477, top5_acc: 0.6383, loss_cls: 2.7285, loss: 2.7285, grad_norm: 5.7575 2020-09-12 16:37:57,607 - mmaction - INFO - Epoch [3][2640/2640] lr: 1.000e-02, eta: 1 day, 15:00:24, time: 0.796, data_time: 0.006, memory: 7069, top1_acc: 0.3516, top5_acc: 0.6290, loss_cls: 2.7680, loss: 2.7680, grad_norm: 5.6262 2020-09-12 16:38:17,321 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-09-12 16:45:51,742 - mmaction - INFO - Epoch [4][20/2640] lr: 1.000e-02, eta: 1 day, 16:51:49, time: 22.596, data_time: 21.240, memory: 7069, top1_acc: 0.3609, top5_acc: 0.6289, loss_cls: 2.7611, loss: 2.7611, grad_norm: 5.5220 2020-09-12 16:46:11,504 - mmaction - INFO - Epoch [4][40/2640] lr: 1.000e-02, eta: 1 day, 16:50:28, time: 1.003, data_time: 0.301, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6258, loss_cls: 2.7553, loss: 2.7553, grad_norm: 5.5619 2020-09-12 16:46:31,582 - mmaction - INFO - Epoch [4][60/2640] lr: 1.000e-02, eta: 1 day, 16:49:10, time: 1.008, data_time: 0.068, memory: 7069, top1_acc: 0.3563, top5_acc: 0.6227, loss_cls: 2.7513, loss: 2.7513, grad_norm: 5.5262 2020-09-12 16:46:52,932 - mmaction - INFO - Epoch [4][80/2640] lr: 1.000e-02, eta: 1 day, 16:48:08, time: 1.063, data_time: 0.005, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6422, loss_cls: 2.7502, loss: 2.7502, grad_norm: 5.4593 2020-09-12 16:47:10,147 - mmaction - INFO - Epoch [4][100/2640] lr: 1.000e-02, eta: 1 day, 16:46:05, time: 0.864, data_time: 0.007, memory: 7069, top1_acc: 0.3602, top5_acc: 0.6445, loss_cls: 2.7105, loss: 2.7105, grad_norm: 5.6454 2020-09-12 16:47:29,653 - mmaction - INFO - Epoch [4][120/2640] lr: 1.000e-02, eta: 1 day, 16:44:38, time: 0.976, data_time: 0.009, memory: 7069, top1_acc: 0.3625, top5_acc: 0.6336, loss_cls: 2.7301, loss: 2.7301, grad_norm: 5.4916 2020-09-12 16:47:49,269 - mmaction - INFO - Epoch [4][140/2640] lr: 1.000e-02, eta: 1 day, 16:43:12, time: 0.981, data_time: 0.003, memory: 7069, top1_acc: 0.3406, top5_acc: 0.6297, loss_cls: 2.7161, loss: 2.7161, grad_norm: 5.7201 2020-09-12 16:48:09,304 - mmaction - INFO - Epoch [4][160/2640] lr: 1.000e-02, eta: 1 day, 16:41:51, time: 0.996, data_time: 0.005, memory: 7069, top1_acc: 0.3500, top5_acc: 0.6352, loss_cls: 2.7293, loss: 2.7293, grad_norm: 5.6856 2020-09-12 16:48:28,339 - mmaction - INFO - Epoch [4][180/2640] lr: 1.000e-02, eta: 1 day, 16:40:18, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.3406, top5_acc: 0.6242, loss_cls: 2.8623, loss: 2.8623, grad_norm: 5.5887 2020-09-12 16:48:47,287 - mmaction - INFO - Epoch [4][200/2640] lr: 1.000e-02, eta: 1 day, 16:38:43, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.6945, loss: 2.6945, grad_norm: 5.4267 2020-09-12 16:49:07,116 - mmaction - INFO - Epoch [4][220/2640] lr: 1.000e-02, eta: 1 day, 16:37:22, time: 0.992, data_time: 0.004, memory: 7069, top1_acc: 0.3742, top5_acc: 0.6547, loss_cls: 2.6505, loss: 2.6505, grad_norm: 5.5566 2020-09-12 16:49:27,530 - mmaction - INFO - Epoch [4][240/2640] lr: 1.000e-02, eta: 1 day, 16:36:08, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6281, loss_cls: 2.7555, loss: 2.7555, grad_norm: 5.4776 2020-09-12 16:49:45,794 - mmaction - INFO - Epoch [4][260/2640] lr: 1.000e-02, eta: 1 day, 16:34:25, time: 0.919, data_time: 0.008, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6477, loss_cls: 2.6559, loss: 2.6559, grad_norm: 5.4319 2020-09-12 16:50:06,292 - mmaction - INFO - Epoch [4][280/2640] lr: 1.000e-02, eta: 1 day, 16:33:14, time: 1.023, data_time: 0.006, memory: 7069, top1_acc: 0.3492, top5_acc: 0.6289, loss_cls: 2.7561, loss: 2.7561, grad_norm: 6.0091 2020-09-12 16:50:26,420 - mmaction - INFO - Epoch [4][300/2640] lr: 1.000e-02, eta: 1 day, 16:31:59, time: 1.009, data_time: 0.004, memory: 7069, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.6995, loss: 2.6995, grad_norm: 5.6830 2020-09-12 16:50:46,213 - mmaction - INFO - Epoch [4][320/2640] lr: 1.000e-02, eta: 1 day, 16:30:38, time: 0.986, data_time: 0.006, memory: 7069, top1_acc: 0.3469, top5_acc: 0.6328, loss_cls: 2.7387, loss: 2.7387, grad_norm: 5.5005 2020-09-12 16:51:04,785 - mmaction - INFO - Epoch [4][340/2640] lr: 1.000e-02, eta: 1 day, 16:29:00, time: 0.931, data_time: 0.007, memory: 7069, top1_acc: 0.3555, top5_acc: 0.6352, loss_cls: 2.7553, loss: 2.7553, grad_norm: 5.5699 2020-09-12 16:51:23,772 - mmaction - INFO - Epoch [4][360/2640] lr: 1.000e-02, eta: 1 day, 16:27:27, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.3563, top5_acc: 0.6664, loss_cls: 2.6603, loss: 2.6603, grad_norm: 5.7150 2020-09-12 16:51:43,726 - mmaction - INFO - Epoch [4][380/2640] lr: 1.000e-02, eta: 1 day, 16:26:11, time: 1.002, data_time: 0.009, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.7614, loss: 2.7614, grad_norm: 5.4062 2020-09-12 16:52:02,696 - mmaction - INFO - Epoch [4][400/2640] lr: 1.000e-02, eta: 1 day, 16:24:40, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.6587, loss: 2.6587, grad_norm: 5.5068 2020-09-12 16:52:22,569 - mmaction - INFO - Epoch [4][420/2640] lr: 1.000e-02, eta: 1 day, 16:23:22, time: 0.994, data_time: 0.003, memory: 7069, top1_acc: 0.3594, top5_acc: 0.6477, loss_cls: 2.6529, loss: 2.6529, grad_norm: 5.7759 2020-09-12 16:52:41,833 - mmaction - INFO - Epoch [4][440/2640] lr: 1.000e-02, eta: 1 day, 16:21:56, time: 0.964, data_time: 0.003, memory: 7069, top1_acc: 0.3406, top5_acc: 0.6203, loss_cls: 2.8275, loss: 2.8275, grad_norm: 5.4362 2020-09-12 16:53:01,766 - mmaction - INFO - Epoch [4][460/2640] lr: 1.000e-02, eta: 1 day, 16:20:39, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.3680, top5_acc: 0.6391, loss_cls: 2.6666, loss: 2.6666, grad_norm: 5.6510 2020-09-12 16:53:22,005 - mmaction - INFO - Epoch [4][480/2640] lr: 1.000e-02, eta: 1 day, 16:19:28, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6398, loss_cls: 2.7180, loss: 2.7180, grad_norm: 5.6794 2020-09-12 16:53:40,912 - mmaction - INFO - Epoch [4][500/2640] lr: 1.000e-02, eta: 1 day, 16:17:57, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7194, loss: 2.7194, grad_norm: 5.5511 2020-09-12 16:54:01,253 - mmaction - INFO - Epoch [4][520/2640] lr: 1.000e-02, eta: 1 day, 16:16:48, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.7846, loss: 2.7846, grad_norm: 5.5763 2020-09-12 16:54:21,045 - mmaction - INFO - Epoch [4][540/2640] lr: 1.000e-02, eta: 1 day, 16:15:31, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.3570, top5_acc: 0.6391, loss_cls: 2.7387, loss: 2.7387, grad_norm: 5.7853 2020-09-12 16:54:39,441 - mmaction - INFO - Epoch [4][560/2640] lr: 1.000e-02, eta: 1 day, 16:13:53, time: 0.920, data_time: 0.003, memory: 7069, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.6945, loss: 2.6945, grad_norm: 5.6207 2020-09-12 16:54:59,688 - mmaction - INFO - Epoch [4][580/2640] lr: 1.000e-02, eta: 1 day, 16:12:43, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.3789, top5_acc: 0.6469, loss_cls: 2.6815, loss: 2.6815, grad_norm: 5.6147 2020-09-12 16:55:17,769 - mmaction - INFO - Epoch [4][600/2640] lr: 1.000e-02, eta: 1 day, 16:11:02, time: 0.906, data_time: 0.004, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6406, loss_cls: 2.7305, loss: 2.7305, grad_norm: 5.5041 2020-09-12 16:55:37,476 - mmaction - INFO - Epoch [4][620/2640] lr: 1.000e-02, eta: 1 day, 16:09:45, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.6540, loss: 2.6540, grad_norm: 5.7056 2020-09-12 16:55:58,787 - mmaction - INFO - Epoch [4][640/2640] lr: 1.000e-02, eta: 1 day, 16:08:51, time: 1.066, data_time: 0.003, memory: 7069, top1_acc: 0.3469, top5_acc: 0.6297, loss_cls: 2.7546, loss: 2.7546, grad_norm: 5.4251 2020-09-12 16:56:15,846 - mmaction - INFO - Epoch [4][660/2640] lr: 1.000e-02, eta: 1 day, 16:06:55, time: 0.849, data_time: 0.018, memory: 7069, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.7508, loss: 2.7508, grad_norm: 5.5647 2020-09-12 16:56:36,687 - mmaction - INFO - Epoch [4][680/2640] lr: 1.000e-02, eta: 1 day, 16:05:56, time: 1.046, data_time: 0.186, memory: 7069, top1_acc: 0.3344, top5_acc: 0.6117, loss_cls: 2.8183, loss: 2.8183, grad_norm: 5.7282 2020-09-12 16:56:56,816 - mmaction - INFO - Epoch [4][700/2640] lr: 1.000e-02, eta: 1 day, 16:04:46, time: 1.006, data_time: 0.377, memory: 7069, top1_acc: 0.3516, top5_acc: 0.6266, loss_cls: 2.8096, loss: 2.8096, grad_norm: 5.5635 2020-09-12 16:57:16,871 - mmaction - INFO - Epoch [4][720/2640] lr: 1.000e-02, eta: 1 day, 16:03:35, time: 1.004, data_time: 0.249, memory: 7069, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 2.8295, loss: 2.8295, grad_norm: 5.4483 2020-09-12 16:57:35,560 - mmaction - INFO - Epoch [4][740/2640] lr: 1.000e-02, eta: 1 day, 16:02:04, time: 0.930, data_time: 0.103, memory: 7069, top1_acc: 0.3430, top5_acc: 0.6234, loss_cls: 2.7026, loss: 2.7026, grad_norm: 5.7552 2020-09-12 16:57:54,414 - mmaction - INFO - Epoch [4][760/2640] lr: 1.000e-02, eta: 1 day, 16:00:37, time: 0.946, data_time: 0.032, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.7165, loss: 2.7165, grad_norm: 5.5902 2020-09-12 16:58:13,901 - mmaction - INFO - Epoch [4][780/2640] lr: 1.000e-02, eta: 1 day, 15:59:18, time: 0.970, data_time: 0.039, memory: 7069, top1_acc: 0.3516, top5_acc: 0.6281, loss_cls: 2.7438, loss: 2.7438, grad_norm: 5.4896 2020-09-12 16:58:34,359 - mmaction - INFO - Epoch [4][800/2640] lr: 1.000e-02, eta: 1 day, 15:58:15, time: 1.028, data_time: 0.016, memory: 7069, top1_acc: 0.3633, top5_acc: 0.6211, loss_cls: 2.7463, loss: 2.7463, grad_norm: 5.5714 2020-09-12 16:58:51,858 - mmaction - INFO - Epoch [4][820/2640] lr: 1.000e-02, eta: 1 day, 15:56:27, time: 0.869, data_time: 0.005, memory: 7069, top1_acc: 0.3797, top5_acc: 0.6562, loss_cls: 2.6777, loss: 2.6777, grad_norm: 5.6886 2020-09-12 16:59:11,652 - mmaction - INFO - Epoch [4][840/2640] lr: 1.000e-02, eta: 1 day, 15:55:16, time: 0.995, data_time: 0.011, memory: 7069, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.7522, loss: 2.7522, grad_norm: 5.7440 2020-09-12 16:59:32,529 - mmaction - INFO - Epoch [4][860/2640] lr: 1.000e-02, eta: 1 day, 15:54:18, time: 1.042, data_time: 0.006, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6562, loss_cls: 2.6065, loss: 2.6065, grad_norm: 5.5725 2020-09-12 16:59:51,395 - mmaction - INFO - Epoch [4][880/2640] lr: 1.000e-02, eta: 1 day, 15:52:52, time: 0.944, data_time: 0.007, memory: 7069, top1_acc: 0.3539, top5_acc: 0.6445, loss_cls: 2.6632, loss: 2.6632, grad_norm: 5.7373 2020-09-12 17:00:13,596 - mmaction - INFO - Epoch [4][900/2640] lr: 1.000e-02, eta: 1 day, 15:52:09, time: 1.094, data_time: 0.152, memory: 7069, top1_acc: 0.3594, top5_acc: 0.6383, loss_cls: 2.6442, loss: 2.6442, grad_norm: 5.4875 2020-09-12 17:00:34,373 - mmaction - INFO - Epoch [4][920/2640] lr: 1.000e-02, eta: 1 day, 15:51:13, time: 1.048, data_time: 0.032, memory: 7069, top1_acc: 0.3602, top5_acc: 0.6305, loss_cls: 2.7082, loss: 2.7082, grad_norm: 5.6124 2020-09-12 17:00:52,567 - mmaction - INFO - Epoch [4][940/2640] lr: 1.000e-02, eta: 1 day, 15:49:41, time: 0.918, data_time: 0.019, memory: 7069, top1_acc: 0.3797, top5_acc: 0.6500, loss_cls: 2.6438, loss: 2.6438, grad_norm: 5.8105 2020-09-12 17:01:11,823 - mmaction - INFO - Epoch [4][960/2640] lr: 1.000e-02, eta: 1 day, 15:48:22, time: 0.962, data_time: 0.061, memory: 7069, top1_acc: 0.3672, top5_acc: 0.6406, loss_cls: 2.7322, loss: 2.7322, grad_norm: 5.4615 2020-09-12 17:01:31,133 - mmaction - INFO - Epoch [4][980/2640] lr: 1.000e-02, eta: 1 day, 15:47:02, time: 0.961, data_time: 0.306, memory: 7069, top1_acc: 0.3664, top5_acc: 0.6680, loss_cls: 2.6203, loss: 2.6203, grad_norm: 5.7157 2020-09-12 17:01:51,401 - mmaction - INFO - Epoch [4][1000/2640] lr: 1.000e-02, eta: 1 day, 15:45:59, time: 1.019, data_time: 0.259, memory: 7069, top1_acc: 0.3633, top5_acc: 0.6391, loss_cls: 2.6818, loss: 2.6818, grad_norm: 5.7702 2020-09-12 17:02:11,100 - mmaction - INFO - Epoch [4][1020/2640] lr: 1.000e-02, eta: 1 day, 15:44:47, time: 0.984, data_time: 0.127, memory: 7069, top1_acc: 0.3758, top5_acc: 0.6398, loss_cls: 2.6557, loss: 2.6557, grad_norm: 5.5917 2020-09-12 17:02:29,827 - mmaction - INFO - Epoch [4][1040/2640] lr: 1.000e-02, eta: 1 day, 15:43:21, time: 0.936, data_time: 0.045, memory: 7069, top1_acc: 0.3773, top5_acc: 0.6359, loss_cls: 2.6528, loss: 2.6528, grad_norm: 5.6634 2020-09-12 17:02:49,350 - mmaction - INFO - Epoch [4][1060/2640] lr: 1.000e-02, eta: 1 day, 15:42:07, time: 0.976, data_time: 0.161, memory: 7069, top1_acc: 0.3508, top5_acc: 0.6250, loss_cls: 2.7334, loss: 2.7334, grad_norm: 5.5844 2020-09-12 17:03:09,629 - mmaction - INFO - Epoch [4][1080/2640] lr: 1.000e-02, eta: 1 day, 15:41:03, time: 1.014, data_time: 0.220, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6398, loss_cls: 2.6226, loss: 2.6226, grad_norm: 5.5726 2020-09-12 17:03:29,563 - mmaction - INFO - Epoch [4][1100/2640] lr: 1.000e-02, eta: 1 day, 15:39:55, time: 0.997, data_time: 0.179, memory: 7069, top1_acc: 0.3508, top5_acc: 0.6352, loss_cls: 2.7818, loss: 2.7818, grad_norm: 5.6800 2020-09-12 17:03:49,901 - mmaction - INFO - Epoch [4][1120/2640] lr: 1.000e-02, eta: 1 day, 15:38:51, time: 1.012, data_time: 0.354, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.6547, loss: 2.6547, grad_norm: 5.8588 2020-09-12 17:04:08,052 - mmaction - INFO - Epoch [4][1140/2640] lr: 1.000e-02, eta: 1 day, 15:37:21, time: 0.913, data_time: 0.296, memory: 7069, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8080, loss: 2.8080, grad_norm: 5.9058 2020-09-12 17:04:27,256 - mmaction - INFO - Epoch [4][1160/2640] lr: 1.000e-02, eta: 1 day, 15:36:02, time: 0.956, data_time: 0.104, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6484, loss_cls: 2.6678, loss: 2.6678, grad_norm: 5.4935 2020-09-12 17:04:47,666 - mmaction - INFO - Epoch [4][1180/2640] lr: 1.000e-02, eta: 1 day, 15:35:02, time: 1.023, data_time: 0.044, memory: 7069, top1_acc: 0.3719, top5_acc: 0.6641, loss_cls: 2.6323, loss: 2.6323, grad_norm: 5.6808 2020-09-12 17:05:06,562 - mmaction - INFO - Epoch [4][1200/2640] lr: 1.000e-02, eta: 1 day, 15:33:41, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.3719, top5_acc: 0.6516, loss_cls: 2.6849, loss: 2.6849, grad_norm: 5.8591 2020-09-12 17:05:26,440 - mmaction - INFO - Epoch [4][1220/2640] lr: 1.000e-02, eta: 1 day, 15:32:34, time: 0.997, data_time: 0.043, memory: 7069, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.7232, loss: 2.7232, grad_norm: 5.4602 2020-09-12 17:05:45,924 - mmaction - INFO - Epoch [4][1240/2640] lr: 1.000e-02, eta: 1 day, 15:31:21, time: 0.975, data_time: 0.207, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.6036, loss: 2.6036, grad_norm: 5.5164 2020-09-12 17:06:06,679 - mmaction - INFO - Epoch [4][1260/2640] lr: 1.000e-02, eta: 1 day, 15:30:25, time: 1.036, data_time: 0.026, memory: 7069, top1_acc: 0.3812, top5_acc: 0.6539, loss_cls: 2.6128, loss: 2.6128, grad_norm: 5.5391 2020-09-12 17:06:25,850 - mmaction - INFO - Epoch [4][1280/2640] lr: 1.000e-02, eta: 1 day, 15:29:09, time: 0.960, data_time: 0.004, memory: 7069, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.7636, loss: 2.7636, grad_norm: 5.9815 2020-09-12 17:06:46,394 - mmaction - INFO - Epoch [4][1300/2640] lr: 1.000e-02, eta: 1 day, 15:28:11, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.3719, top5_acc: 0.6547, loss_cls: 2.6564, loss: 2.6564, grad_norm: 5.5896 2020-09-12 17:07:05,129 - mmaction - INFO - Epoch [4][1320/2640] lr: 1.000e-02, eta: 1 day, 15:26:50, time: 0.940, data_time: 0.042, memory: 7069, top1_acc: 0.3742, top5_acc: 0.6438, loss_cls: 2.7177, loss: 2.7177, grad_norm: 5.6543 2020-09-12 17:07:23,169 - mmaction - INFO - Epoch [4][1340/2640] lr: 1.000e-02, eta: 1 day, 15:25:19, time: 0.902, data_time: 0.186, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6461, loss_cls: 2.6950, loss: 2.6950, grad_norm: 5.9409 2020-09-12 17:07:43,662 - mmaction - INFO - Epoch [4][1360/2640] lr: 1.000e-02, eta: 1 day, 15:24:21, time: 1.023, data_time: 0.415, memory: 7069, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.6491, loss: 2.6491, grad_norm: 5.4167 2020-09-12 17:08:03,140 - mmaction - INFO - Epoch [4][1380/2640] lr: 1.000e-02, eta: 1 day, 15:23:10, time: 0.975, data_time: 0.371, memory: 7069, top1_acc: 0.3602, top5_acc: 0.6391, loss_cls: 2.7187, loss: 2.7187, grad_norm: 5.6412 2020-09-12 17:08:22,011 - mmaction - INFO - Epoch [4][1400/2640] lr: 1.000e-02, eta: 1 day, 15:21:51, time: 0.945, data_time: 0.270, memory: 7069, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.7693, loss: 2.7693, grad_norm: 5.4834 2020-09-12 17:08:42,368 - mmaction - INFO - Epoch [4][1420/2640] lr: 1.000e-02, eta: 1 day, 15:20:51, time: 1.013, data_time: 0.021, memory: 7069, top1_acc: 0.3688, top5_acc: 0.6539, loss_cls: 2.6666, loss: 2.6666, grad_norm: 5.5435 2020-09-12 17:09:01,988 - mmaction - INFO - Epoch [4][1440/2640] lr: 1.000e-02, eta: 1 day, 15:19:43, time: 0.985, data_time: 0.009, memory: 7069, top1_acc: 0.3547, top5_acc: 0.6383, loss_cls: 2.7315, loss: 2.7315, grad_norm: 5.5448 2020-09-12 17:09:20,617 - mmaction - INFO - Epoch [4][1460/2640] lr: 1.000e-02, eta: 1 day, 15:18:22, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.6659, loss: 2.6659, grad_norm: 5.5922 2020-09-12 17:09:40,310 - mmaction - INFO - Epoch [4][1480/2640] lr: 1.000e-02, eta: 1 day, 15:17:15, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.3578, top5_acc: 0.6477, loss_cls: 2.7117, loss: 2.7117, grad_norm: 5.5372 2020-09-12 17:09:59,335 - mmaction - INFO - Epoch [4][1500/2640] lr: 1.000e-02, eta: 1 day, 15:15:58, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.3680, top5_acc: 0.6367, loss_cls: 2.7181, loss: 2.7181, grad_norm: 5.5991 2020-09-12 17:10:18,430 - mmaction - INFO - Epoch [4][1520/2640] lr: 1.000e-02, eta: 1 day, 15:14:44, time: 0.960, data_time: 0.015, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.5527, loss: 2.5527, grad_norm: 5.7005 2020-09-12 17:10:38,629 - mmaction - INFO - Epoch [4][1540/2640] lr: 1.000e-02, eta: 1 day, 15:13:44, time: 1.009, data_time: 0.011, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6406, loss_cls: 2.6987, loss: 2.6987, grad_norm: 5.6480 2020-09-12 17:10:58,260 - mmaction - INFO - Epoch [4][1560/2640] lr: 1.000e-02, eta: 1 day, 15:12:37, time: 0.981, data_time: 0.091, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.6555, loss: 2.6555, grad_norm: 5.5530 2020-09-12 17:11:19,395 - mmaction - INFO - Epoch [4][1580/2640] lr: 1.000e-02, eta: 1 day, 15:11:48, time: 1.053, data_time: 0.158, memory: 7069, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.7540, loss: 2.7540, grad_norm: 5.6481 2020-09-12 17:11:38,251 - mmaction - INFO - Epoch [4][1600/2640] lr: 1.000e-02, eta: 1 day, 15:10:33, time: 0.949, data_time: 0.116, memory: 7069, top1_acc: 0.3742, top5_acc: 0.6586, loss_cls: 2.6023, loss: 2.6023, grad_norm: 5.4626 2020-09-12 17:11:57,990 - mmaction - INFO - Epoch [4][1620/2640] lr: 1.000e-02, eta: 1 day, 15:09:27, time: 0.987, data_time: 0.275, memory: 7069, top1_acc: 0.3672, top5_acc: 0.6398, loss_cls: 2.6941, loss: 2.6941, grad_norm: 5.6664 2020-09-12 17:12:19,196 - mmaction - INFO - Epoch [4][1640/2640] lr: 1.000e-02, eta: 1 day, 15:08:41, time: 1.060, data_time: 0.346, memory: 7069, top1_acc: 0.3664, top5_acc: 0.6453, loss_cls: 2.6439, loss: 2.6439, grad_norm: 5.5770 2020-09-12 17:12:37,798 - mmaction - INFO - Epoch [4][1660/2640] lr: 1.000e-02, eta: 1 day, 15:07:21, time: 0.930, data_time: 0.002, memory: 7069, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.6547, loss: 2.6547, grad_norm: 5.4642 2020-09-12 17:12:57,070 - mmaction - INFO - Epoch [4][1680/2640] lr: 1.000e-02, eta: 1 day, 15:06:11, time: 0.964, data_time: 0.051, memory: 7069, top1_acc: 0.3531, top5_acc: 0.6430, loss_cls: 2.7076, loss: 2.7076, grad_norm: 5.5959 2020-09-12 17:13:16,430 - mmaction - INFO - Epoch [4][1700/2640] lr: 1.000e-02, eta: 1 day, 15:05:00, time: 0.962, data_time: 0.107, memory: 7069, top1_acc: 0.3570, top5_acc: 0.6508, loss_cls: 2.6611, loss: 2.6611, grad_norm: 5.8437 2020-09-12 17:13:36,173 - mmaction - INFO - Epoch [4][1720/2640] lr: 1.000e-02, eta: 1 day, 15:03:57, time: 0.993, data_time: 0.076, memory: 7069, top1_acc: 0.3578, top5_acc: 0.6430, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.5253 2020-09-12 17:13:55,134 - mmaction - INFO - Epoch [4][1740/2640] lr: 1.000e-02, eta: 1 day, 15:02:42, time: 0.942, data_time: 0.248, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6422, loss_cls: 2.6686, loss: 2.6686, grad_norm: 5.6670 2020-09-12 17:14:14,984 - mmaction - INFO - Epoch [4][1760/2640] lr: 1.000e-02, eta: 1 day, 15:01:41, time: 0.999, data_time: 0.079, memory: 7069, top1_acc: 0.3500, top5_acc: 0.6305, loss_cls: 2.7992, loss: 2.7992, grad_norm: 5.8215 2020-09-12 17:14:34,579 - mmaction - INFO - Epoch [4][1780/2640] lr: 1.000e-02, eta: 1 day, 15:00:35, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.7494, loss: 2.7494, grad_norm: 5.5778 2020-09-12 17:14:54,317 - mmaction - INFO - Epoch [4][1800/2640] lr: 1.000e-02, eta: 1 day, 14:59:31, time: 0.984, data_time: 0.006, memory: 7069, top1_acc: 0.3773, top5_acc: 0.6594, loss_cls: 2.6088, loss: 2.6088, grad_norm: 5.4188 2020-09-12 17:15:13,608 - mmaction - INFO - Epoch [4][1820/2640] lr: 1.000e-02, eta: 1 day, 14:58:23, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.3609, top5_acc: 0.6414, loss_cls: 2.7321, loss: 2.7321, grad_norm: 5.6234 2020-09-12 17:15:33,954 - mmaction - INFO - Epoch [4][1840/2640] lr: 1.000e-02, eta: 1 day, 14:57:26, time: 1.013, data_time: 0.006, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6766, loss_cls: 2.5455, loss: 2.5455, grad_norm: 5.5477 2020-09-12 17:15:50,864 - mmaction - INFO - Epoch [4][1860/2640] lr: 1.000e-02, eta: 1 day, 14:55:48, time: 0.848, data_time: 0.008, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.6266 2020-09-12 17:16:11,584 - mmaction - INFO - Epoch [4][1880/2640] lr: 1.000e-02, eta: 1 day, 14:54:58, time: 1.036, data_time: 0.017, memory: 7069, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.8043, loss: 2.8043, grad_norm: 5.7690 2020-09-12 17:16:31,742 - mmaction - INFO - Epoch [4][1900/2640] lr: 1.000e-02, eta: 1 day, 14:54:01, time: 1.009, data_time: 0.003, memory: 7069, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.6540, loss: 2.6540, grad_norm: 5.7025 2020-09-12 17:16:52,108 - mmaction - INFO - Epoch [4][1920/2640] lr: 1.000e-02, eta: 1 day, 14:53:06, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6383, loss_cls: 2.6742, loss: 2.6742, grad_norm: 5.6609 2020-09-12 17:17:11,645 - mmaction - INFO - Epoch [4][1940/2640] lr: 1.000e-02, eta: 1 day, 14:52:01, time: 0.977, data_time: 0.003, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6320, loss_cls: 2.7028, loss: 2.7028, grad_norm: 5.4818 2020-09-12 17:17:30,586 - mmaction - INFO - Epoch [4][1960/2640] lr: 1.000e-02, eta: 1 day, 14:50:48, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6523, loss_cls: 2.6655, loss: 2.6655, grad_norm: 5.5211 2020-09-12 17:17:50,679 - mmaction - INFO - Epoch [4][1980/2640] lr: 1.000e-02, eta: 1 day, 14:49:52, time: 1.010, data_time: 0.009, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6523, loss_cls: 2.6734, loss: 2.6734, grad_norm: 5.6550 2020-09-12 17:18:09,682 - mmaction - INFO - Epoch [4][2000/2640] lr: 1.000e-02, eta: 1 day, 14:48:39, time: 0.944, data_time: 0.007, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.7276, loss: 2.7276, grad_norm: 5.3995 2020-09-12 17:18:28,687 - mmaction - INFO - Epoch [4][2020/2640] lr: 1.000e-02, eta: 1 day, 14:47:30, time: 0.957, data_time: 0.009, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.5892 2020-09-12 17:18:48,411 - mmaction - INFO - Epoch [4][2040/2640] lr: 1.000e-02, eta: 1 day, 14:46:29, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6516, loss_cls: 2.6327, loss: 2.6327, grad_norm: 5.7786 2020-09-12 17:19:06,543 - mmaction - INFO - Epoch [4][2060/2640] lr: 1.000e-02, eta: 1 day, 14:45:08, time: 0.906, data_time: 0.100, memory: 7069, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.6056, loss: 2.6056, grad_norm: 5.5203 2020-09-12 17:19:26,898 - mmaction - INFO - Epoch [4][2080/2640] lr: 1.000e-02, eta: 1 day, 14:44:14, time: 1.017, data_time: 0.029, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6414, loss_cls: 2.6571, loss: 2.6571, grad_norm: 5.4443 2020-09-12 17:19:45,809 - mmaction - INFO - Epoch [4][2100/2640] lr: 1.000e-02, eta: 1 day, 14:43:03, time: 0.946, data_time: 0.116, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6258, loss_cls: 2.7145, loss: 2.7145, grad_norm: 5.6181 2020-09-12 17:20:06,566 - mmaction - INFO - Epoch [4][2120/2640] lr: 1.000e-02, eta: 1 day, 14:42:15, time: 1.039, data_time: 0.114, memory: 7069, top1_acc: 0.3812, top5_acc: 0.6664, loss_cls: 2.6167, loss: 2.6167, grad_norm: 5.7301 2020-09-12 17:20:26,969 - mmaction - INFO - Epoch [4][2140/2640] lr: 1.000e-02, eta: 1 day, 14:41:22, time: 1.020, data_time: 0.002, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6578, loss_cls: 2.6335, loss: 2.6335, grad_norm: 5.6882 2020-09-12 17:20:46,586 - mmaction - INFO - Epoch [4][2160/2640] lr: 1.000e-02, eta: 1 day, 14:40:20, time: 0.978, data_time: 0.007, memory: 7069, top1_acc: 0.3758, top5_acc: 0.6703, loss_cls: 2.5646, loss: 2.5646, grad_norm: 5.7023 2020-09-12 17:21:06,880 - mmaction - INFO - Epoch [4][2180/2640] lr: 1.000e-02, eta: 1 day, 14:39:27, time: 1.018, data_time: 0.008, memory: 7069, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.6643, loss: 2.6643, grad_norm: 5.4927 2020-09-12 17:21:26,397 - mmaction - INFO - Epoch [4][2200/2640] lr: 1.000e-02, eta: 1 day, 14:38:23, time: 0.971, data_time: 0.006, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6687, loss_cls: 2.5860, loss: 2.5860, grad_norm: 5.5946 2020-09-12 17:21:46,718 - mmaction - INFO - Epoch [4][2220/2640] lr: 1.000e-02, eta: 1 day, 14:37:31, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.4802 2020-09-12 17:22:05,824 - mmaction - INFO - Epoch [4][2240/2640] lr: 1.000e-02, eta: 1 day, 14:36:24, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.6223, loss: 2.6223, grad_norm: 5.6293 2020-09-12 17:22:25,263 - mmaction - INFO - Epoch [4][2260/2640] lr: 1.000e-02, eta: 1 day, 14:35:21, time: 0.972, data_time: 0.003, memory: 7069, top1_acc: 0.3570, top5_acc: 0.6352, loss_cls: 2.7166, loss: 2.7166, grad_norm: 5.5193 2020-09-12 17:22:45,226 - mmaction - INFO - Epoch [4][2280/2640] lr: 1.000e-02, eta: 1 day, 14:34:23, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6641, loss_cls: 2.5488, loss: 2.5488, grad_norm: 5.5941 2020-09-12 17:23:03,550 - mmaction - INFO - Epoch [4][2300/2640] lr: 1.000e-02, eta: 1 day, 14:33:07, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.7098, loss: 2.7098, grad_norm: 5.7695 2020-09-12 17:23:22,095 - mmaction - INFO - Epoch [4][2320/2640] lr: 1.000e-02, eta: 1 day, 14:31:53, time: 0.923, data_time: 0.008, memory: 7069, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6243, loss: 2.6243, grad_norm: 5.5753 2020-09-12 17:23:42,634 - mmaction - INFO - Epoch [4][2340/2640] lr: 1.000e-02, eta: 1 day, 14:31:05, time: 1.032, data_time: 0.017, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.6276, loss: 2.6276, grad_norm: 5.3741 2020-09-12 17:24:01,262 - mmaction - INFO - Epoch [4][2360/2640] lr: 1.000e-02, eta: 1 day, 14:29:52, time: 0.929, data_time: 0.040, memory: 7069, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.5911, loss: 2.5911, grad_norm: 5.6802 2020-09-12 17:24:21,333 - mmaction - INFO - Epoch [4][2380/2640] lr: 1.000e-02, eta: 1 day, 14:28:58, time: 1.006, data_time: 0.218, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7044, loss: 2.7044, grad_norm: 5.6731 2020-09-12 17:24:39,722 - mmaction - INFO - Epoch [4][2400/2640] lr: 1.000e-02, eta: 1 day, 14:27:44, time: 0.920, data_time: 0.073, memory: 7069, top1_acc: 0.3602, top5_acc: 0.6359, loss_cls: 2.7023, loss: 2.7023, grad_norm: 5.6123 2020-09-12 17:24:58,623 - mmaction - INFO - Epoch [4][2420/2640] lr: 1.000e-02, eta: 1 day, 14:26:36, time: 0.944, data_time: 0.217, memory: 7069, top1_acc: 0.3859, top5_acc: 0.6609, loss_cls: 2.6030, loss: 2.6030, grad_norm: 5.6263 2020-09-12 17:25:18,614 - mmaction - INFO - Epoch [4][2440/2640] lr: 1.000e-02, eta: 1 day, 14:25:40, time: 0.999, data_time: 0.316, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6586, loss_cls: 2.5921, loss: 2.5921, grad_norm: 5.5137 2020-09-12 17:25:37,786 - mmaction - INFO - Epoch [4][2460/2640] lr: 1.000e-02, eta: 1 day, 14:24:36, time: 0.959, data_time: 0.324, memory: 7069, top1_acc: 0.3672, top5_acc: 0.6609, loss_cls: 2.6279, loss: 2.6279, grad_norm: 5.6303 2020-09-12 17:25:56,356 - mmaction - INFO - Epoch [4][2480/2640] lr: 1.000e-02, eta: 1 day, 14:23:23, time: 0.924, data_time: 0.247, memory: 7069, top1_acc: 0.3812, top5_acc: 0.6516, loss_cls: 2.6050, loss: 2.6050, grad_norm: 5.4823 2020-09-12 17:26:16,386 - mmaction - INFO - Epoch [4][2500/2640] lr: 1.000e-02, eta: 1 day, 14:22:30, time: 1.007, data_time: 0.268, memory: 7069, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.6768, loss: 2.6768, grad_norm: 5.5336 2020-09-12 17:26:36,311 - mmaction - INFO - Epoch [4][2520/2640] lr: 1.000e-02, eta: 1 day, 14:21:34, time: 0.991, data_time: 0.060, memory: 7069, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.6405, loss: 2.6405, grad_norm: 5.4779 2020-09-12 17:26:56,948 - mmaction - INFO - Epoch [4][2540/2640] lr: 1.000e-02, eta: 1 day, 14:20:48, time: 1.035, data_time: 0.008, memory: 7069, top1_acc: 0.3914, top5_acc: 0.6766, loss_cls: 2.5455, loss: 2.5455, grad_norm: 5.7044 2020-09-12 17:27:16,759 - mmaction - INFO - Epoch [4][2560/2640] lr: 1.000e-02, eta: 1 day, 14:19:51, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.3703, top5_acc: 0.6430, loss_cls: 2.6658, loss: 2.6658, grad_norm: 5.9961 2020-09-12 17:27:36,340 - mmaction - INFO - Epoch [4][2580/2640] lr: 1.000e-02, eta: 1 day, 14:18:53, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.6803, loss: 2.6803, grad_norm: 5.8639 2020-09-12 17:27:55,991 - mmaction - INFO - Epoch [4][2600/2640] lr: 1.000e-02, eta: 1 day, 14:17:55, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.3766, top5_acc: 0.6547, loss_cls: 2.6459, loss: 2.6459, grad_norm: 5.7903 2020-09-12 17:28:14,039 - mmaction - INFO - Epoch [4][2620/2640] lr: 1.000e-02, eta: 1 day, 14:16:38, time: 0.903, data_time: 0.003, memory: 7069, top1_acc: 0.3617, top5_acc: 0.6547, loss_cls: 2.6880, loss: 2.6880, grad_norm: 5.6127 2020-09-12 17:28:31,374 - mmaction - INFO - Epoch [4][2640/2640] lr: 1.000e-02, eta: 1 day, 14:15:14, time: 0.867, data_time: 0.005, memory: 7069, top1_acc: 0.3806, top5_acc: 0.6565, loss_cls: 2.6332, loss: 2.6332, grad_norm: 5.6711 2020-09-12 17:28:52,008 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-09-12 17:36:13,960 - mmaction - INFO - Epoch [5][20/2640] lr: 1.000e-02, eta: 1 day, 15:34:33, time: 21.964, data_time: 20.870, memory: 7069, top1_acc: 0.3711, top5_acc: 0.6469, loss_cls: 2.6542, loss: 2.6542, grad_norm: 5.5800 2020-09-12 17:36:33,167 - mmaction - INFO - Epoch [5][40/2640] lr: 1.000e-02, eta: 1 day, 15:33:25, time: 0.979, data_time: 0.178, memory: 7069, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.6224, loss: 2.6224, grad_norm: 5.9624 2020-09-12 17:36:54,782 - mmaction - INFO - Epoch [5][60/2640] lr: 1.000e-02, eta: 1 day, 15:32:41, time: 1.086, data_time: 0.087, memory: 7069, top1_acc: 0.3719, top5_acc: 0.6609, loss_cls: 2.5996, loss: 2.5996, grad_norm: 5.7649 2020-09-12 17:37:14,434 - mmaction - INFO - Epoch [5][80/2640] lr: 1.000e-02, eta: 1 day, 15:31:34, time: 0.981, data_time: 0.102, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6617, loss_cls: 2.5688, loss: 2.5688, grad_norm: 5.6981 2020-09-12 17:37:32,678 - mmaction - INFO - Epoch [5][100/2640] lr: 1.000e-02, eta: 1 day, 15:30:11, time: 0.913, data_time: 0.057, memory: 7069, top1_acc: 0.3805, top5_acc: 0.6570, loss_cls: 2.5667, loss: 2.5667, grad_norm: 5.7445 2020-09-12 17:37:51,491 - mmaction - INFO - Epoch [5][120/2640] lr: 1.000e-02, eta: 1 day, 15:28:54, time: 0.936, data_time: 0.050, memory: 7069, top1_acc: 0.3531, top5_acc: 0.6523, loss_cls: 2.6533, loss: 2.6533, grad_norm: 5.5021 2020-09-12 17:38:11,283 - mmaction - INFO - Epoch [5][140/2640] lr: 1.000e-02, eta: 1 day, 15:27:51, time: 0.995, data_time: 0.395, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6570, loss_cls: 2.5922, loss: 2.5922, grad_norm: 5.8186 2020-09-12 17:38:30,581 - mmaction - INFO - Epoch [5][160/2640] lr: 1.000e-02, eta: 1 day, 15:26:40, time: 0.960, data_time: 0.301, memory: 7069, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.6243, loss: 2.6243, grad_norm: 5.7415 2020-09-12 17:38:50,492 - mmaction - INFO - Epoch [5][180/2640] lr: 1.000e-02, eta: 1 day, 15:25:38, time: 1.000, data_time: 0.147, memory: 7069, top1_acc: 0.3789, top5_acc: 0.6469, loss_cls: 2.6429, loss: 2.6429, grad_norm: 5.8275 2020-09-12 17:39:10,232 - mmaction - INFO - Epoch [5][200/2640] lr: 1.000e-02, eta: 1 day, 15:24:32, time: 0.982, data_time: 0.220, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.5865, loss: 2.5865, grad_norm: 5.5714 2020-09-12 17:39:28,593 - mmaction - INFO - Epoch [5][220/2640] lr: 1.000e-02, eta: 1 day, 15:23:13, time: 0.923, data_time: 0.113, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6414, loss_cls: 2.6885, loss: 2.6885, grad_norm: 5.9510 2020-09-12 17:39:49,180 - mmaction - INFO - Epoch [5][240/2640] lr: 1.000e-02, eta: 1 day, 15:22:18, time: 1.027, data_time: 0.047, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6664, loss_cls: 2.5396, loss: 2.5396, grad_norm: 5.7223 2020-09-12 17:40:09,592 - mmaction - INFO - Epoch [5][260/2640] lr: 1.000e-02, eta: 1 day, 15:21:20, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.3695, top5_acc: 0.6703, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.7376 2020-09-12 17:40:30,219 - mmaction - INFO - Epoch [5][280/2640] lr: 1.000e-02, eta: 1 day, 15:20:27, time: 1.035, data_time: 0.006, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6298, loss: 2.6298, grad_norm: 5.8363 2020-09-12 17:40:48,304 - mmaction - INFO - Epoch [5][300/2640] lr: 1.000e-02, eta: 1 day, 15:19:05, time: 0.903, data_time: 0.005, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6101, loss: 2.6101, grad_norm: 5.5790 2020-09-12 17:41:07,653 - mmaction - INFO - Epoch [5][320/2640] lr: 1.000e-02, eta: 1 day, 15:17:56, time: 0.967, data_time: 0.003, memory: 7069, top1_acc: 0.3984, top5_acc: 0.6695, loss_cls: 2.5124, loss: 2.5124, grad_norm: 5.8852 2020-09-12 17:41:27,437 - mmaction - INFO - Epoch [5][340/2640] lr: 1.000e-02, eta: 1 day, 15:16:53, time: 0.987, data_time: 0.066, memory: 7069, top1_acc: 0.3828, top5_acc: 0.6523, loss_cls: 2.6271, loss: 2.6271, grad_norm: 5.6018 2020-09-12 17:41:46,630 - mmaction - INFO - Epoch [5][360/2640] lr: 1.000e-02, eta: 1 day, 15:15:44, time: 0.963, data_time: 0.175, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.5421, loss: 2.5421, grad_norm: 5.7721 2020-09-12 17:42:06,995 - mmaction - INFO - Epoch [5][380/2640] lr: 1.000e-02, eta: 1 day, 15:14:47, time: 1.017, data_time: 0.403, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6594, loss_cls: 2.6097, loss: 2.6097, grad_norm: 5.6720 2020-09-12 17:42:27,426 - mmaction - INFO - Epoch [5][400/2640] lr: 1.000e-02, eta: 1 day, 15:13:52, time: 1.021, data_time: 0.405, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6586, loss_cls: 2.5867, loss: 2.5867, grad_norm: 5.6865 2020-09-12 17:42:47,116 - mmaction - INFO - Epoch [5][420/2640] lr: 1.000e-02, eta: 1 day, 15:12:47, time: 0.981, data_time: 0.393, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6648, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.5112 2020-09-12 17:43:05,670 - mmaction - INFO - Epoch [5][440/2640] lr: 1.000e-02, eta: 1 day, 15:11:33, time: 0.933, data_time: 0.313, memory: 7069, top1_acc: 0.3648, top5_acc: 0.6602, loss_cls: 2.6134, loss: 2.6134, grad_norm: 5.8858 2020-09-12 17:43:25,713 - mmaction - INFO - Epoch [5][460/2640] lr: 1.000e-02, eta: 1 day, 15:10:32, time: 0.996, data_time: 0.134, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6570, loss_cls: 2.5791, loss: 2.5791, grad_norm: 5.6104 2020-09-12 17:43:46,085 - mmaction - INFO - Epoch [5][480/2640] lr: 1.000e-02, eta: 1 day, 15:09:38, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.3688, top5_acc: 0.6781, loss_cls: 2.5625, loss: 2.5625, grad_norm: 5.6655 2020-09-12 17:44:04,666 - mmaction - INFO - Epoch [5][500/2640] lr: 1.000e-02, eta: 1 day, 15:08:22, time: 0.926, data_time: 0.037, memory: 7069, top1_acc: 0.3859, top5_acc: 0.6711, loss_cls: 2.5642, loss: 2.5642, grad_norm: 6.0188 2020-09-12 17:44:23,445 - mmaction - INFO - Epoch [5][520/2640] lr: 1.000e-02, eta: 1 day, 15:07:10, time: 0.942, data_time: 0.218, memory: 7069, top1_acc: 0.3766, top5_acc: 0.6547, loss_cls: 2.6297, loss: 2.6297, grad_norm: 5.8214 2020-09-12 17:44:43,923 - mmaction - INFO - Epoch [5][540/2640] lr: 1.000e-02, eta: 1 day, 15:06:15, time: 1.021, data_time: 0.330, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.5313, loss: 2.5313, grad_norm: 5.7036 2020-09-12 17:45:03,062 - mmaction - INFO - Epoch [5][560/2640] lr: 1.000e-02, eta: 1 day, 15:05:08, time: 0.960, data_time: 0.096, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.5179, loss: 2.5179, grad_norm: 5.6628 2020-09-12 17:45:22,251 - mmaction - INFO - Epoch [5][580/2640] lr: 1.000e-02, eta: 1 day, 15:04:00, time: 0.959, data_time: 0.043, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6594, loss_cls: 2.5830, loss: 2.5830, grad_norm: 6.2417 2020-09-12 17:45:41,317 - mmaction - INFO - Epoch [5][600/2640] lr: 1.000e-02, eta: 1 day, 15:02:51, time: 0.954, data_time: 0.200, memory: 7069, top1_acc: 0.3914, top5_acc: 0.6539, loss_cls: 2.6118, loss: 2.6118, grad_norm: 5.9093 2020-09-12 17:46:00,390 - mmaction - INFO - Epoch [5][620/2640] lr: 1.000e-02, eta: 1 day, 15:01:42, time: 0.950, data_time: 0.089, memory: 7069, top1_acc: 0.3859, top5_acc: 0.6625, loss_cls: 2.5639, loss: 2.5639, grad_norm: 5.8096 2020-09-12 17:46:20,488 - mmaction - INFO - Epoch [5][640/2640] lr: 1.000e-02, eta: 1 day, 15:00:45, time: 1.007, data_time: 0.129, memory: 7069, top1_acc: 0.3750, top5_acc: 0.6516, loss_cls: 2.6050, loss: 2.6050, grad_norm: 5.7366 2020-09-12 17:46:40,976 - mmaction - INFO - Epoch [5][660/2640] lr: 1.000e-02, eta: 1 day, 14:59:52, time: 1.022, data_time: 0.127, memory: 7069, top1_acc: 0.3781, top5_acc: 0.6641, loss_cls: 2.5406, loss: 2.5406, grad_norm: 5.4862 2020-09-12 17:47:00,847 - mmaction - INFO - Epoch [5][680/2640] lr: 1.000e-02, eta: 1 day, 14:58:53, time: 0.997, data_time: 0.359, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6633, loss_cls: 2.6365, loss: 2.6365, grad_norm: 5.7662 2020-09-12 17:47:20,588 - mmaction - INFO - Epoch [5][700/2640] lr: 1.000e-02, eta: 1 day, 14:57:52, time: 0.986, data_time: 0.121, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6641, loss_cls: 2.5459, loss: 2.5459, grad_norm: 5.8638 2020-09-12 17:47:41,891 - mmaction - INFO - Epoch [5][720/2640] lr: 1.000e-02, eta: 1 day, 14:57:08, time: 1.067, data_time: 0.050, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5113, loss: 2.5113, grad_norm: 5.7943 2020-09-12 17:47:59,095 - mmaction - INFO - Epoch [5][740/2640] lr: 1.000e-02, eta: 1 day, 14:55:39, time: 0.855, data_time: 0.105, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6727, loss_cls: 2.5764, loss: 2.5764, grad_norm: 5.6882 2020-09-12 17:48:19,425 - mmaction - INFO - Epoch [5][760/2640] lr: 1.000e-02, eta: 1 day, 14:54:46, time: 1.022, data_time: 0.334, memory: 7069, top1_acc: 0.3711, top5_acc: 0.6508, loss_cls: 2.6513, loss: 2.6513, grad_norm: 5.8688 2020-09-12 17:48:38,201 - mmaction - INFO - Epoch [5][780/2640] lr: 1.000e-02, eta: 1 day, 14:53:35, time: 0.935, data_time: 0.346, memory: 7069, top1_acc: 0.3812, top5_acc: 0.6492, loss_cls: 2.6057, loss: 2.6057, grad_norm: 5.6324 2020-09-12 17:48:58,720 - mmaction - INFO - Epoch [5][800/2640] lr: 1.000e-02, eta: 1 day, 14:52:44, time: 1.029, data_time: 0.189, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6758, loss_cls: 2.5396, loss: 2.5396, grad_norm: 5.5992 2020-09-12 17:49:18,365 - mmaction - INFO - Epoch [5][820/2640] lr: 1.000e-02, eta: 1 day, 14:51:43, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.3609, top5_acc: 0.6438, loss_cls: 2.6626, loss: 2.6626, grad_norm: 5.5077 2020-09-12 17:49:37,665 - mmaction - INFO - Epoch [5][840/2640] lr: 1.000e-02, eta: 1 day, 14:50:38, time: 0.965, data_time: 0.003, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.5678, loss: 2.5678, grad_norm: 5.9899 2020-09-12 17:49:55,987 - mmaction - INFO - Epoch [5][860/2640] lr: 1.000e-02, eta: 1 day, 14:49:23, time: 0.914, data_time: 0.009, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6695, loss_cls: 2.5625, loss: 2.5625, grad_norm: 5.5765 2020-09-12 17:50:16,872 - mmaction - INFO - Epoch [5][880/2640] lr: 1.000e-02, eta: 1 day, 14:48:37, time: 1.047, data_time: 0.008, memory: 7069, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.5596, loss: 2.5596, grad_norm: 5.8173 2020-09-12 17:50:35,908 - mmaction - INFO - Epoch [5][900/2640] lr: 1.000e-02, eta: 1 day, 14:47:29, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6617, loss_cls: 2.5923, loss: 2.5923, grad_norm: 5.8055 2020-09-12 17:50:56,199 - mmaction - INFO - Epoch [5][920/2640] lr: 1.000e-02, eta: 1 day, 14:46:37, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6680, loss_cls: 2.5285, loss: 2.5285, grad_norm: 5.5524 2020-09-12 17:51:16,001 - mmaction - INFO - Epoch [5][940/2640] lr: 1.000e-02, eta: 1 day, 14:45:38, time: 0.987, data_time: 0.025, memory: 7069, top1_acc: 0.3781, top5_acc: 0.6523, loss_cls: 2.6367, loss: 2.6367, grad_norm: 5.9133 2020-09-12 17:51:33,821 - mmaction - INFO - Epoch [5][960/2640] lr: 1.000e-02, eta: 1 day, 14:44:19, time: 0.894, data_time: 0.005, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6703, loss_cls: 2.5549, loss: 2.5549, grad_norm: 5.6836 2020-09-12 17:51:52,927 - mmaction - INFO - Epoch [5][980/2640] lr: 1.000e-02, eta: 1 day, 14:43:13, time: 0.951, data_time: 0.005, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6648, loss_cls: 2.6367, loss: 2.6367, grad_norm: 5.8024 2020-09-12 17:52:11,987 - mmaction - INFO - Epoch [5][1000/2640] lr: 1.000e-02, eta: 1 day, 14:42:08, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6539, loss_cls: 2.6011, loss: 2.6011, grad_norm: 5.4943 2020-09-12 17:52:32,570 - mmaction - INFO - Epoch [5][1020/2640] lr: 1.000e-02, eta: 1 day, 14:41:18, time: 1.029, data_time: 0.007, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6750, loss_cls: 2.5244, loss: 2.5244, grad_norm: 5.6573 2020-09-12 17:52:52,340 - mmaction - INFO - Epoch [5][1040/2640] lr: 1.000e-02, eta: 1 day, 14:40:20, time: 0.988, data_time: 0.005, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.5723, loss: 2.5723, grad_norm: 5.6417 2020-09-12 17:53:13,361 - mmaction - INFO - Epoch [5][1060/2640] lr: 1.000e-02, eta: 1 day, 14:39:35, time: 1.050, data_time: 0.003, memory: 7069, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.5944, loss: 2.5944, grad_norm: 5.7958 2020-09-12 17:53:33,375 - mmaction - INFO - Epoch [5][1080/2640] lr: 1.000e-02, eta: 1 day, 14:38:40, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6703, loss_cls: 2.6051, loss: 2.6051, grad_norm: 5.7071 2020-09-12 17:53:52,864 - mmaction - INFO - Epoch [5][1100/2640] lr: 1.000e-02, eta: 1 day, 14:37:39, time: 0.975, data_time: 0.004, memory: 7069, top1_acc: 0.3844, top5_acc: 0.6578, loss_cls: 2.5681, loss: 2.5681, grad_norm: 5.8427 2020-09-12 17:54:11,549 - mmaction - INFO - Epoch [5][1120/2640] lr: 1.000e-02, eta: 1 day, 14:36:30, time: 0.931, data_time: 0.005, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6680, loss_cls: 2.5738, loss: 2.5738, grad_norm: 5.5654 2020-09-12 17:54:31,001 - mmaction - INFO - Epoch [5][1140/2640] lr: 1.000e-02, eta: 1 day, 14:35:30, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6719, loss_cls: 2.5048, loss: 2.5048, grad_norm: 5.7474 2020-09-12 17:54:50,867 - mmaction - INFO - Epoch [5][1160/2640] lr: 1.000e-02, eta: 1 day, 14:34:33, time: 0.989, data_time: 0.005, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.5942, loss: 2.5942, grad_norm: 5.5420 2020-09-12 17:55:09,287 - mmaction - INFO - Epoch [5][1180/2640] lr: 1.000e-02, eta: 1 day, 14:33:23, time: 0.923, data_time: 0.008, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6641, loss_cls: 2.5568, loss: 2.5568, grad_norm: 5.7747 2020-09-12 17:55:28,659 - mmaction - INFO - Epoch [5][1200/2640] lr: 1.000e-02, eta: 1 day, 14:32:22, time: 0.969, data_time: 0.004, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.5842, loss: 2.5842, grad_norm: 5.7426 2020-09-12 17:55:49,768 - mmaction - INFO - Epoch [5][1220/2640] lr: 1.000e-02, eta: 1 day, 14:31:39, time: 1.055, data_time: 0.007, memory: 7069, top1_acc: 0.3586, top5_acc: 0.6531, loss_cls: 2.6988, loss: 2.6988, grad_norm: 5.7921 2020-09-12 17:56:09,391 - mmaction - INFO - Epoch [5][1240/2640] lr: 1.000e-02, eta: 1 day, 14:30:39, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.3836, top5_acc: 0.6594, loss_cls: 2.6066, loss: 2.6066, grad_norm: 5.7607 2020-09-12 17:56:28,580 - mmaction - INFO - Epoch [5][1260/2640] lr: 1.000e-02, eta: 1 day, 14:29:38, time: 0.965, data_time: 0.009, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6648, loss_cls: 2.5512, loss: 2.5512, grad_norm: 5.6738 2020-09-12 17:56:49,209 - mmaction - INFO - Epoch [5][1280/2640] lr: 1.000e-02, eta: 1 day, 14:28:49, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.3953, top5_acc: 0.6617, loss_cls: 2.5771, loss: 2.5771, grad_norm: 5.5589 2020-09-12 17:57:07,452 - mmaction - INFO - Epoch [5][1300/2640] lr: 1.000e-02, eta: 1 day, 14:27:38, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6828, loss_cls: 2.5196, loss: 2.5196, grad_norm: 5.6718 2020-09-12 17:57:26,513 - mmaction - INFO - Epoch [5][1320/2640] lr: 1.000e-02, eta: 1 day, 14:26:34, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.3617, top5_acc: 0.6500, loss_cls: 2.6613, loss: 2.6613, grad_norm: 5.7675 2020-09-12 17:57:46,679 - mmaction - INFO - Epoch [5][1340/2640] lr: 1.000e-02, eta: 1 day, 14:25:43, time: 1.014, data_time: 0.009, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6820, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.6408 2020-09-12 17:58:07,016 - mmaction - INFO - Epoch [5][1360/2640] lr: 1.000e-02, eta: 1 day, 14:24:52, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.3836, top5_acc: 0.6711, loss_cls: 2.5578, loss: 2.5578, grad_norm: 6.4186 2020-09-12 17:58:26,806 - mmaction - INFO - Epoch [5][1380/2640] lr: 1.000e-02, eta: 1 day, 14:23:57, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.5361, loss: 2.5361, grad_norm: 5.5912 2020-09-12 17:58:46,971 - mmaction - INFO - Epoch [5][1400/2640] lr: 1.000e-02, eta: 1 day, 14:23:04, time: 1.002, data_time: 0.005, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6711, loss_cls: 2.5380, loss: 2.5380, grad_norm: 5.7467 2020-09-12 17:59:05,551 - mmaction - INFO - Epoch [5][1420/2640] lr: 1.000e-02, eta: 1 day, 14:21:58, time: 0.935, data_time: 0.011, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.5978, loss: 2.5978, grad_norm: 5.6271 2020-09-12 17:59:24,645 - mmaction - INFO - Epoch [5][1440/2640] lr: 1.000e-02, eta: 1 day, 14:20:55, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.3867, top5_acc: 0.6703, loss_cls: 2.5224, loss: 2.5224, grad_norm: 5.7574 2020-09-12 17:59:44,508 - mmaction - INFO - Epoch [5][1460/2640] lr: 1.000e-02, eta: 1 day, 14:20:01, time: 0.997, data_time: 0.037, memory: 7069, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.6613, loss: 2.6613, grad_norm: 5.6123 2020-09-12 18:00:09,954 - mmaction - INFO - Epoch [5][1480/2640] lr: 1.000e-02, eta: 1 day, 14:19:57, time: 1.246, data_time: 0.006, memory: 7069, top1_acc: 0.3758, top5_acc: 0.6609, loss_cls: 2.6146, loss: 2.6146, grad_norm: 5.6472 2020-09-12 18:00:25,683 - mmaction - INFO - Epoch [5][1500/2640] lr: 1.000e-02, eta: 1 day, 14:18:27, time: 0.813, data_time: 0.133, memory: 7069, top1_acc: 0.3836, top5_acc: 0.6602, loss_cls: 2.5511, loss: 2.5511, grad_norm: 5.8658 2020-09-12 18:00:46,016 - mmaction - INFO - Epoch [5][1520/2640] lr: 1.000e-02, eta: 1 day, 14:17:33, time: 0.991, data_time: 0.027, memory: 7069, top1_acc: 0.3766, top5_acc: 0.6648, loss_cls: 2.5328, loss: 2.5328, grad_norm: 5.6728 2020-09-12 18:01:05,968 - mmaction - INFO - Epoch [5][1540/2640] lr: 1.000e-02, eta: 1 day, 14:16:44, time: 1.022, data_time: 0.075, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6609, loss_cls: 2.5287, loss: 2.5287, grad_norm: 5.6961 2020-09-12 18:01:25,515 - mmaction - INFO - Epoch [5][1560/2640] lr: 1.000e-02, eta: 1 day, 14:15:47, time: 0.974, data_time: 0.006, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6672, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.9707 2020-09-12 18:01:44,478 - mmaction - INFO - Epoch [5][1580/2640] lr: 1.000e-02, eta: 1 day, 14:14:45, time: 0.952, data_time: 0.029, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6672, loss_cls: 2.5532, loss: 2.5532, grad_norm: 5.7904 2020-09-12 18:02:04,261 - mmaction - INFO - Epoch [5][1600/2640] lr: 1.000e-02, eta: 1 day, 14:13:50, time: 0.986, data_time: 0.159, memory: 7069, top1_acc: 0.3641, top5_acc: 0.6414, loss_cls: 2.6837, loss: 2.6837, grad_norm: 5.6115 2020-09-12 18:02:25,047 - mmaction - INFO - Epoch [5][1620/2640] lr: 1.000e-02, eta: 1 day, 14:13:06, time: 1.041, data_time: 0.007, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6711, loss_cls: 2.5482, loss: 2.5482, grad_norm: 5.5395 2020-09-12 18:02:45,103 - mmaction - INFO - Epoch [5][1640/2640] lr: 1.000e-02, eta: 1 day, 14:12:14, time: 1.004, data_time: 0.004, memory: 7069, top1_acc: 0.3703, top5_acc: 0.6656, loss_cls: 2.6135, loss: 2.6135, grad_norm: 6.0324 2020-09-12 18:03:04,860 - mmaction - INFO - Epoch [5][1660/2640] lr: 1.000e-02, eta: 1 day, 14:11:20, time: 0.988, data_time: 0.002, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6625, loss_cls: 2.6410, loss: 2.6410, grad_norm: 5.6569 2020-09-12 18:03:23,374 - mmaction - INFO - Epoch [5][1680/2640] lr: 1.000e-02, eta: 1 day, 14:10:13, time: 0.921, data_time: 0.005, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.5633, loss: 2.5633, grad_norm: 5.4750 2020-09-12 18:03:42,383 - mmaction - INFO - Epoch [5][1700/2640] lr: 1.000e-02, eta: 1 day, 14:09:12, time: 0.954, data_time: 0.300, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6633, loss_cls: 2.5692, loss: 2.5692, grad_norm: 5.6753 2020-09-12 18:04:01,808 - mmaction - INFO - Epoch [5][1720/2640] lr: 1.000e-02, eta: 1 day, 14:08:14, time: 0.967, data_time: 0.377, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6758, loss_cls: 2.5571, loss: 2.5571, grad_norm: 6.0795 2020-09-12 18:04:20,915 - mmaction - INFO - Epoch [5][1740/2640] lr: 1.000e-02, eta: 1 day, 14:07:14, time: 0.959, data_time: 0.194, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.5837, loss: 2.5837, grad_norm: 5.4726 2020-09-12 18:04:40,246 - mmaction - INFO - Epoch [5][1760/2640] lr: 1.000e-02, eta: 1 day, 14:06:17, time: 0.968, data_time: 0.159, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.5255, loss: 2.5255, grad_norm: 5.3846 2020-09-12 18:04:59,709 - mmaction - INFO - Epoch [5][1780/2640] lr: 1.000e-02, eta: 1 day, 14:05:20, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.5935, loss: 2.5935, grad_norm: 5.6205 2020-09-12 18:05:18,359 - mmaction - INFO - Epoch [5][1800/2640] lr: 1.000e-02, eta: 1 day, 14:04:16, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6680, loss_cls: 2.5400, loss: 2.5400, grad_norm: 5.7375 2020-09-12 18:05:37,888 - mmaction - INFO - Epoch [5][1820/2640] lr: 1.000e-02, eta: 1 day, 14:03:20, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.4023, top5_acc: 0.6703, loss_cls: 2.5253, loss: 2.5253, grad_norm: 5.5128 2020-09-12 18:05:57,449 - mmaction - INFO - Epoch [5][1840/2640] lr: 1.000e-02, eta: 1 day, 14:02:25, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.5700, loss: 2.5700, grad_norm: 5.6613 2020-09-12 18:06:17,303 - mmaction - INFO - Epoch [5][1860/2640] lr: 1.000e-02, eta: 1 day, 14:01:33, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.6576, loss: 2.6576, grad_norm: 5.3929 2020-09-12 18:06:37,995 - mmaction - INFO - Epoch [5][1880/2640] lr: 1.000e-02, eta: 1 day, 14:00:49, time: 1.035, data_time: 0.004, memory: 7069, top1_acc: 0.3742, top5_acc: 0.6516, loss_cls: 2.6334, loss: 2.6334, grad_norm: 5.8054 2020-09-12 18:06:56,052 - mmaction - INFO - Epoch [5][1900/2640] lr: 1.000e-02, eta: 1 day, 13:59:39, time: 0.898, data_time: 0.007, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6906, loss_cls: 2.4778, loss: 2.4778, grad_norm: 5.9312 2020-09-12 18:07:15,177 - mmaction - INFO - Epoch [5][1920/2640] lr: 1.000e-02, eta: 1 day, 13:58:41, time: 0.961, data_time: 0.008, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6641, loss_cls: 2.5593, loss: 2.5593, grad_norm: 5.7785 2020-09-12 18:07:36,317 - mmaction - INFO - Epoch [5][1940/2640] lr: 1.000e-02, eta: 1 day, 13:58:01, time: 1.054, data_time: 0.007, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6547, loss_cls: 2.6476, loss: 2.6476, grad_norm: 5.7488 2020-09-12 18:07:55,918 - mmaction - INFO - Epoch [5][1960/2640] lr: 1.000e-02, eta: 1 day, 13:57:07, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.5662, loss: 2.5662, grad_norm: 5.7463 2020-09-12 18:08:14,991 - mmaction - INFO - Epoch [5][1980/2640] lr: 1.000e-02, eta: 1 day, 13:56:08, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6727, loss_cls: 2.5252, loss: 2.5252, grad_norm: 5.6957 2020-09-12 18:08:35,189 - mmaction - INFO - Epoch [5][2000/2640] lr: 1.000e-02, eta: 1 day, 13:55:20, time: 1.012, data_time: 0.006, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.5216 2020-09-12 18:08:54,315 - mmaction - INFO - Epoch [5][2020/2640] lr: 1.000e-02, eta: 1 day, 13:54:22, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.6219, loss: 2.6219, grad_norm: 5.5123 2020-09-12 18:09:12,700 - mmaction - INFO - Epoch [5][2040/2640] lr: 1.000e-02, eta: 1 day, 13:53:16, time: 0.919, data_time: 0.003, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.5350, loss: 2.5350, grad_norm: 5.4058 2020-09-12 18:09:33,773 - mmaction - INFO - Epoch [5][2060/2640] lr: 1.000e-02, eta: 1 day, 13:52:36, time: 1.051, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.6883, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.7438 2020-09-12 18:09:53,603 - mmaction - INFO - Epoch [5][2080/2640] lr: 1.000e-02, eta: 1 day, 13:51:45, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.5611, loss: 2.5611, grad_norm: 5.6653 2020-09-12 18:10:11,833 - mmaction - INFO - Epoch [5][2100/2640] lr: 1.000e-02, eta: 1 day, 13:50:39, time: 0.911, data_time: 0.006, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6797, loss_cls: 2.4963, loss: 2.4963, grad_norm: 5.8452 2020-09-12 18:10:31,978 - mmaction - INFO - Epoch [5][2120/2640] lr: 1.000e-02, eta: 1 day, 13:49:51, time: 1.009, data_time: 0.005, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.6340, loss: 2.6340, grad_norm: 5.5785 2020-09-12 18:10:51,190 - mmaction - INFO - Epoch [5][2140/2640] lr: 1.000e-02, eta: 1 day, 13:48:54, time: 0.956, data_time: 0.005, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6656, loss_cls: 2.5595, loss: 2.5595, grad_norm: 5.7597 2020-09-12 18:11:10,637 - mmaction - INFO - Epoch [5][2160/2640] lr: 1.000e-02, eta: 1 day, 13:48:00, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.5609, loss: 2.5609, grad_norm: 5.6917 2020-09-12 18:11:31,132 - mmaction - INFO - Epoch [5][2180/2640] lr: 1.000e-02, eta: 1 day, 13:47:15, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6539, loss_cls: 2.6121, loss: 2.6121, grad_norm: 5.5253 2020-09-12 18:11:49,611 - mmaction - INFO - Epoch [5][2200/2640] lr: 1.000e-02, eta: 1 day, 13:46:12, time: 0.925, data_time: 0.003, memory: 7069, top1_acc: 0.3773, top5_acc: 0.6656, loss_cls: 2.5338, loss: 2.5338, grad_norm: 5.7374 2020-09-12 18:12:09,654 - mmaction - INFO - Epoch [5][2220/2640] lr: 1.000e-02, eta: 1 day, 13:45:23, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.5379, loss: 2.5379, grad_norm: 5.7723 2020-09-12 18:12:29,129 - mmaction - INFO - Epoch [5][2240/2640] lr: 1.000e-02, eta: 1 day, 13:44:29, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.3625, top5_acc: 0.6719, loss_cls: 2.6236, loss: 2.6236, grad_norm: 5.5484 2020-09-12 18:12:49,010 - mmaction - INFO - Epoch [5][2260/2640] lr: 1.000e-02, eta: 1 day, 13:43:39, time: 0.990, data_time: 0.012, memory: 7069, top1_acc: 0.3750, top5_acc: 0.6602, loss_cls: 2.5787, loss: 2.5787, grad_norm: 5.8090 2020-09-12 18:13:07,668 - mmaction - INFO - Epoch [5][2280/2640] lr: 1.000e-02, eta: 1 day, 13:42:39, time: 0.938, data_time: 0.133, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6617, loss_cls: 2.5303, loss: 2.5303, grad_norm: 5.6108 2020-09-12 18:13:27,292 - mmaction - INFO - Epoch [5][2300/2640] lr: 1.000e-02, eta: 1 day, 13:41:46, time: 0.979, data_time: 0.030, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.5369, loss: 2.5369, grad_norm: 5.7435 2020-09-12 18:13:47,311 - mmaction - INFO - Epoch [5][2320/2640] lr: 1.000e-02, eta: 1 day, 13:40:58, time: 1.002, data_time: 0.033, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6750, loss_cls: 2.5410, loss: 2.5410, grad_norm: 5.6658 2020-09-12 18:14:06,593 - mmaction - INFO - Epoch [5][2340/2640] lr: 1.000e-02, eta: 1 day, 13:40:02, time: 0.959, data_time: 0.078, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6609, loss_cls: 2.5533, loss: 2.5533, grad_norm: 5.6540 2020-09-12 18:14:26,018 - mmaction - INFO - Epoch [5][2360/2640] lr: 1.000e-02, eta: 1 day, 13:39:09, time: 0.976, data_time: 0.277, memory: 7069, top1_acc: 0.3953, top5_acc: 0.6711, loss_cls: 2.5844, loss: 2.5844, grad_norm: 5.6904 2020-09-12 18:14:45,189 - mmaction - INFO - Epoch [5][2380/2640] lr: 1.000e-02, eta: 1 day, 13:38:13, time: 0.957, data_time: 0.201, memory: 7069, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.5382, loss: 2.5382, grad_norm: 5.9662 2020-09-12 18:15:04,005 - mmaction - INFO - Epoch [5][2400/2640] lr: 1.000e-02, eta: 1 day, 13:37:15, time: 0.943, data_time: 0.118, memory: 7069, top1_acc: 0.3781, top5_acc: 0.6633, loss_cls: 2.6249, loss: 2.6249, grad_norm: 5.5754 2020-09-12 18:15:24,411 - mmaction - INFO - Epoch [5][2420/2640] lr: 1.000e-02, eta: 1 day, 13:36:30, time: 1.021, data_time: 0.377, memory: 7069, top1_acc: 0.3727, top5_acc: 0.6547, loss_cls: 2.6057, loss: 2.6057, grad_norm: 5.7916 2020-09-12 18:15:43,826 - mmaction - INFO - Epoch [5][2440/2640] lr: 1.000e-02, eta: 1 day, 13:35:37, time: 0.969, data_time: 0.340, memory: 7069, top1_acc: 0.3773, top5_acc: 0.6578, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.7123 2020-09-12 18:16:04,016 - mmaction - INFO - Epoch [5][2460/2640] lr: 1.000e-02, eta: 1 day, 13:34:51, time: 1.010, data_time: 0.417, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.4318, loss: 2.4318, grad_norm: 5.8613 2020-09-12 18:16:22,317 - mmaction - INFO - Epoch [5][2480/2640] lr: 1.000e-02, eta: 1 day, 13:33:48, time: 0.916, data_time: 0.273, memory: 7069, top1_acc: 0.3930, top5_acc: 0.6750, loss_cls: 2.5579, loss: 2.5579, grad_norm: 5.8161 2020-09-12 18:16:41,419 - mmaction - INFO - Epoch [5][2500/2640] lr: 1.000e-02, eta: 1 day, 13:32:51, time: 0.950, data_time: 0.269, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6789, loss_cls: 2.5156, loss: 2.5156, grad_norm: 5.8320 2020-09-12 18:17:00,126 - mmaction - INFO - Epoch [5][2520/2640] lr: 1.000e-02, eta: 1 day, 13:31:52, time: 0.939, data_time: 0.202, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.5356, loss: 2.5356, grad_norm: 5.9332 2020-09-12 18:17:20,214 - mmaction - INFO - Epoch [5][2540/2640] lr: 1.000e-02, eta: 1 day, 13:31:06, time: 1.005, data_time: 0.061, memory: 7069, top1_acc: 0.3758, top5_acc: 0.6664, loss_cls: 2.5966, loss: 2.5966, grad_norm: 5.5514 2020-09-12 18:17:39,131 - mmaction - INFO - Epoch [5][2560/2640] lr: 1.000e-02, eta: 1 day, 13:30:09, time: 0.945, data_time: 0.003, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.5713, loss: 2.5713, grad_norm: 5.7571 2020-09-12 18:17:59,466 - mmaction - INFO - Epoch [5][2580/2640] lr: 1.000e-02, eta: 1 day, 13:29:24, time: 1.016, data_time: 0.007, memory: 7069, top1_acc: 0.4172, top5_acc: 0.6992, loss_cls: 2.4469, loss: 2.4469, grad_norm: 5.6760 2020-09-12 18:18:18,243 - mmaction - INFO - Epoch [5][2600/2640] lr: 1.000e-02, eta: 1 day, 13:28:26, time: 0.939, data_time: 0.004, memory: 7069, top1_acc: 0.3789, top5_acc: 0.6508, loss_cls: 2.6061, loss: 2.6061, grad_norm: 5.8135 2020-09-12 18:18:39,752 - mmaction - INFO - Epoch [5][2620/2640] lr: 1.000e-02, eta: 1 day, 13:27:52, time: 1.074, data_time: 0.008, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.5278, loss: 2.5278, grad_norm: 5.7117 2020-09-12 18:18:55,863 - mmaction - INFO - Epoch [5][2640/2640] lr: 1.000e-02, eta: 1 day, 13:26:31, time: 0.809, data_time: 0.034, memory: 7069, top1_acc: 0.3782, top5_acc: 0.6492, loss_cls: 2.5912, loss: 2.5912, grad_norm: 5.8242 2020-09-12 18:19:13,632 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-09-12 18:26:47,270 - mmaction - INFO - Epoch [6][20/2640] lr: 1.000e-02, eta: 1 day, 14:30:17, time: 22.553, data_time: 21.443, memory: 7069, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.6246, loss: 2.6246, grad_norm: 5.6679 2020-09-12 18:27:07,915 - mmaction - INFO - Epoch [6][40/2640] lr: 1.000e-02, eta: 1 day, 14:29:31, time: 1.044, data_time: 0.116, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6969, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.8669 2020-09-12 18:27:26,221 - mmaction - INFO - Epoch [6][60/2640] lr: 1.000e-02, eta: 1 day, 14:28:24, time: 0.920, data_time: 0.021, memory: 7069, top1_acc: 0.4070, top5_acc: 0.6789, loss_cls: 2.4744, loss: 2.4744, grad_norm: 5.7023 2020-09-12 18:27:45,977 - mmaction - INFO - Epoch [6][80/2640] lr: 1.000e-02, eta: 1 day, 14:27:28, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.4133, top5_acc: 0.6828, loss_cls: 2.4569, loss: 2.4569, grad_norm: 5.8697 2020-09-12 18:28:05,342 - mmaction - INFO - Epoch [6][100/2640] lr: 1.000e-02, eta: 1 day, 14:26:30, time: 0.973, data_time: 0.021, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6883, loss_cls: 2.4413, loss: 2.4413, grad_norm: 5.7121 2020-09-12 18:28:26,324 - mmaction - INFO - Epoch [6][120/2640] lr: 1.000e-02, eta: 1 day, 14:25:45, time: 1.044, data_time: 0.005, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6836, loss_cls: 2.4850, loss: 2.4850, grad_norm: 5.7285 2020-09-12 18:28:45,100 - mmaction - INFO - Epoch [6][140/2640] lr: 1.000e-02, eta: 1 day, 14:24:42, time: 0.944, data_time: 0.009, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6789, loss_cls: 2.4427, loss: 2.4427, grad_norm: 5.9420 2020-09-12 18:29:04,879 - mmaction - INFO - Epoch [6][160/2640] lr: 1.000e-02, eta: 1 day, 14:23:47, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.3984, top5_acc: 0.6633, loss_cls: 2.5604, loss: 2.5604, grad_norm: 5.7801 2020-09-12 18:29:24,912 - mmaction - INFO - Epoch [6][180/2640] lr: 1.000e-02, eta: 1 day, 14:22:55, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.8093 2020-09-12 18:29:44,639 - mmaction - INFO - Epoch [6][200/2640] lr: 1.000e-02, eta: 1 day, 14:22:00, time: 0.985, data_time: 0.034, memory: 7069, top1_acc: 0.4133, top5_acc: 0.6867, loss_cls: 2.4978, loss: 2.4978, grad_norm: 5.9219 2020-09-12 18:30:04,621 - mmaction - INFO - Epoch [6][220/2640] lr: 1.000e-02, eta: 1 day, 14:21:07, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.3891, top5_acc: 0.6766, loss_cls: 2.5136, loss: 2.5136, grad_norm: 5.6592 2020-09-12 18:30:23,738 - mmaction - INFO - Epoch [6][240/2640] lr: 1.000e-02, eta: 1 day, 14:20:07, time: 0.957, data_time: 0.004, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6813, loss_cls: 2.4487, loss: 2.4487, grad_norm: 5.8401 2020-09-12 18:30:42,632 - mmaction - INFO - Epoch [6][260/2640] lr: 1.000e-02, eta: 1 day, 14:19:05, time: 0.941, data_time: 0.007, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6898, loss_cls: 2.4627, loss: 2.4627, grad_norm: 5.4392 2020-09-12 18:31:02,723 - mmaction - INFO - Epoch [6][280/2640] lr: 1.000e-02, eta: 1 day, 14:18:14, time: 1.009, data_time: 0.281, memory: 7069, top1_acc: 0.3734, top5_acc: 0.6773, loss_cls: 2.5895, loss: 2.5895, grad_norm: 5.9111 2020-09-12 18:31:23,376 - mmaction - INFO - Epoch [6][300/2640] lr: 1.000e-02, eta: 1 day, 14:17:28, time: 1.033, data_time: 0.339, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5096, loss: 2.5096, grad_norm: 5.9477 2020-09-12 18:31:42,774 - mmaction - INFO - Epoch [6][320/2640] lr: 1.000e-02, eta: 1 day, 14:16:31, time: 0.969, data_time: 0.138, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6781, loss_cls: 2.4998, loss: 2.4998, grad_norm: 5.7254 2020-09-12 18:32:02,151 - mmaction - INFO - Epoch [6][340/2640] lr: 1.000e-02, eta: 1 day, 14:15:33, time: 0.967, data_time: 0.143, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6805, loss_cls: 2.4954, loss: 2.4954, grad_norm: 5.8604 2020-09-12 18:32:21,281 - mmaction - INFO - Epoch [6][360/2640] lr: 1.000e-02, eta: 1 day, 14:14:34, time: 0.959, data_time: 0.058, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6781, loss_cls: 2.4997, loss: 2.4997, grad_norm: 5.9250 2020-09-12 18:32:41,017 - mmaction - INFO - Epoch [6][380/2640] lr: 1.000e-02, eta: 1 day, 14:13:41, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.9098 2020-09-12 18:33:02,121 - mmaction - INFO - Epoch [6][400/2640] lr: 1.000e-02, eta: 1 day, 14:12:59, time: 1.054, data_time: 0.005, memory: 7069, top1_acc: 0.3914, top5_acc: 0.6664, loss_cls: 2.5804, loss: 2.5804, grad_norm: 5.8494 2020-09-12 18:33:19,588 - mmaction - INFO - Epoch [6][420/2640] lr: 1.000e-02, eta: 1 day, 14:11:45, time: 0.874, data_time: 0.004, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6922, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.8977 2020-09-12 18:33:40,960 - mmaction - INFO - Epoch [6][440/2640] lr: 1.000e-02, eta: 1 day, 14:11:05, time: 1.063, data_time: 0.188, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.5348, loss: 2.5348, grad_norm: 5.6364 2020-09-12 18:34:00,510 - mmaction - INFO - Epoch [6][460/2640] lr: 1.000e-02, eta: 1 day, 14:10:11, time: 0.983, data_time: 0.385, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.5737, loss: 2.5737, grad_norm: 5.9632 2020-09-12 18:34:20,435 - mmaction - INFO - Epoch [6][480/2640] lr: 1.000e-02, eta: 1 day, 14:09:19, time: 0.996, data_time: 0.402, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6898, loss_cls: 2.4967, loss: 2.4967, grad_norm: 5.7855 2020-09-12 18:34:39,391 - mmaction - INFO - Epoch [6][500/2640] lr: 1.000e-02, eta: 1 day, 14:08:19, time: 0.947, data_time: 0.354, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.8157 2020-09-12 18:34:57,499 - mmaction - INFO - Epoch [6][520/2640] lr: 1.000e-02, eta: 1 day, 14:07:11, time: 0.902, data_time: 0.301, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.5834, loss: 2.5834, grad_norm: 5.5911 2020-09-12 18:35:16,782 - mmaction - INFO - Epoch [6][540/2640] lr: 1.000e-02, eta: 1 day, 14:06:15, time: 0.970, data_time: 0.173, memory: 7069, top1_acc: 0.3984, top5_acc: 0.6797, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.5433 2020-09-12 18:35:37,325 - mmaction - INFO - Epoch [6][560/2640] lr: 1.000e-02, eta: 1 day, 14:05:28, time: 1.025, data_time: 0.173, memory: 7069, top1_acc: 0.3820, top5_acc: 0.6633, loss_cls: 2.5891, loss: 2.5891, grad_norm: 5.8213 2020-09-12 18:35:56,050 - mmaction - INFO - Epoch [6][580/2640] lr: 1.000e-02, eta: 1 day, 14:04:27, time: 0.939, data_time: 0.007, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6711, loss_cls: 2.5086, loss: 2.5086, grad_norm: 5.7499 2020-09-12 18:36:16,431 - mmaction - INFO - Epoch [6][600/2640] lr: 1.000e-02, eta: 1 day, 14:03:40, time: 1.019, data_time: 0.138, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6992, loss_cls: 2.4326, loss: 2.4326, grad_norm: 5.6158 2020-09-12 18:36:35,453 - mmaction - INFO - Epoch [6][620/2640] lr: 1.000e-02, eta: 1 day, 14:02:40, time: 0.945, data_time: 0.084, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.4987, loss: 2.4987, grad_norm: 5.6704 2020-09-12 18:36:55,079 - mmaction - INFO - Epoch [6][640/2640] lr: 1.000e-02, eta: 1 day, 14:01:48, time: 0.987, data_time: 0.029, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6680, loss_cls: 2.5233, loss: 2.5233, grad_norm: 5.9880 2020-09-12 18:37:12,920 - mmaction - INFO - Epoch [6][660/2640] lr: 1.000e-02, eta: 1 day, 14:00:38, time: 0.886, data_time: 0.048, memory: 7069, top1_acc: 0.3914, top5_acc: 0.6844, loss_cls: 2.5063, loss: 2.5063, grad_norm: 5.8807 2020-09-12 18:37:33,863 - mmaction - INFO - Epoch [6][680/2640] lr: 1.000e-02, eta: 1 day, 13:59:57, time: 1.052, data_time: 0.447, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6789, loss_cls: 2.5345, loss: 2.5345, grad_norm: 5.4873 2020-09-12 18:37:52,276 - mmaction - INFO - Epoch [6][700/2640] lr: 1.000e-02, eta: 1 day, 13:58:53, time: 0.920, data_time: 0.317, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6937, loss_cls: 2.4686, loss: 2.4686, grad_norm: 6.0190 2020-09-12 18:38:12,427 - mmaction - INFO - Epoch [6][720/2640] lr: 1.000e-02, eta: 1 day, 13:58:05, time: 1.009, data_time: 0.371, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.4615, loss: 2.4615, grad_norm: 5.5676 2020-09-12 18:38:32,368 - mmaction - INFO - Epoch [6][740/2640] lr: 1.000e-02, eta: 1 day, 13:57:14, time: 0.992, data_time: 0.082, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6687, loss_cls: 2.5723, loss: 2.5723, grad_norm: 6.0412 2020-09-12 18:38:51,871 - mmaction - INFO - Epoch [6][760/2640] lr: 1.000e-02, eta: 1 day, 13:56:21, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.4254, loss: 2.4254, grad_norm: 5.7286 2020-09-12 18:39:11,161 - mmaction - INFO - Epoch [6][780/2640] lr: 1.000e-02, eta: 1 day, 13:55:24, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.5495, loss: 2.5495, grad_norm: 5.5348 2020-09-12 18:39:30,700 - mmaction - INFO - Epoch [6][800/2640] lr: 1.000e-02, eta: 1 day, 13:54:31, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4180, top5_acc: 0.7031, loss_cls: 2.4174, loss: 2.4174, grad_norm: 5.7644 2020-09-12 18:39:51,271 - mmaction - INFO - Epoch [6][820/2640] lr: 1.000e-02, eta: 1 day, 13:53:46, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.3719, top5_acc: 0.6508, loss_cls: 2.5913, loss: 2.5913, grad_norm: 5.9233 2020-09-12 18:40:09,426 - mmaction - INFO - Epoch [6][840/2640] lr: 1.000e-02, eta: 1 day, 13:52:42, time: 0.911, data_time: 0.007, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6883, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.5650 2020-09-12 18:40:28,942 - mmaction - INFO - Epoch [6][860/2640] lr: 1.000e-02, eta: 1 day, 13:51:49, time: 0.978, data_time: 0.046, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6906, loss_cls: 2.4855, loss: 2.4855, grad_norm: 5.8169 2020-09-12 18:40:48,998 - mmaction - INFO - Epoch [6][880/2640] lr: 1.000e-02, eta: 1 day, 13:51:00, time: 1.002, data_time: 0.125, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.5101 2020-09-12 18:41:09,668 - mmaction - INFO - Epoch [6][900/2640] lr: 1.000e-02, eta: 1 day, 13:50:16, time: 1.030, data_time: 0.257, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6805, loss_cls: 2.4790, loss: 2.4790, grad_norm: 6.1912 2020-09-12 18:41:28,198 - mmaction - INFO - Epoch [6][920/2640] lr: 1.000e-02, eta: 1 day, 13:49:15, time: 0.930, data_time: 0.008, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6672, loss_cls: 2.5458, loss: 2.5458, grad_norm: 5.9323 2020-09-12 18:41:47,517 - mmaction - INFO - Epoch [6][940/2640] lr: 1.000e-02, eta: 1 day, 13:48:20, time: 0.964, data_time: 0.012, memory: 7069, top1_acc: 0.3930, top5_acc: 0.6805, loss_cls: 2.5366, loss: 2.5366, grad_norm: 5.7041 2020-09-12 18:42:07,395 - mmaction - INFO - Epoch [6][960/2640] lr: 1.000e-02, eta: 1 day, 13:47:30, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.5035, loss: 2.5035, grad_norm: 5.6283 2020-09-12 18:42:27,093 - mmaction - INFO - Epoch [6][980/2640] lr: 1.000e-02, eta: 1 day, 13:46:38, time: 0.980, data_time: 0.015, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6750, loss_cls: 2.5261, loss: 2.5261, grad_norm: 5.7115 2020-09-12 18:42:44,598 - mmaction - INFO - Epoch [6][1000/2640] lr: 1.000e-02, eta: 1 day, 13:45:30, time: 0.881, data_time: 0.042, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.5580 2020-09-12 18:43:05,193 - mmaction - INFO - Epoch [6][1020/2640] lr: 1.000e-02, eta: 1 day, 13:44:46, time: 1.029, data_time: 0.018, memory: 7069, top1_acc: 0.3828, top5_acc: 0.6648, loss_cls: 2.5264, loss: 2.5264, grad_norm: 5.6778 2020-09-12 18:43:24,176 - mmaction - INFO - Epoch [6][1040/2640] lr: 1.000e-02, eta: 1 day, 13:43:49, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.5500, loss: 2.5500, grad_norm: 5.7339 2020-09-12 18:43:43,082 - mmaction - INFO - Epoch [6][1060/2640] lr: 1.000e-02, eta: 1 day, 13:42:52, time: 0.946, data_time: 0.106, memory: 7069, top1_acc: 0.4023, top5_acc: 0.6758, loss_cls: 2.4919, loss: 2.4919, grad_norm: 5.6642 2020-09-12 18:44:02,896 - mmaction - INFO - Epoch [6][1080/2640] lr: 1.000e-02, eta: 1 day, 13:42:01, time: 0.987, data_time: 0.183, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4815, loss: 2.4815, grad_norm: 5.7358 2020-09-12 18:44:23,564 - mmaction - INFO - Epoch [6][1100/2640] lr: 1.000e-02, eta: 1 day, 13:41:19, time: 1.037, data_time: 0.414, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.5364, loss: 2.5364, grad_norm: 5.9529 2020-09-12 18:44:42,157 - mmaction - INFO - Epoch [6][1120/2640] lr: 1.000e-02, eta: 1 day, 13:40:19, time: 0.930, data_time: 0.338, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6727, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.6600 2020-09-12 18:45:02,538 - mmaction - INFO - Epoch [6][1140/2640] lr: 1.000e-02, eta: 1 day, 13:39:35, time: 1.019, data_time: 0.422, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7008, loss_cls: 2.3622, loss: 2.3622, grad_norm: 5.9951 2020-09-12 18:45:23,021 - mmaction - INFO - Epoch [6][1160/2640] lr: 1.000e-02, eta: 1 day, 13:38:50, time: 1.023, data_time: 0.399, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.5116, loss: 2.5116, grad_norm: 5.6960 2020-09-12 18:45:41,796 - mmaction - INFO - Epoch [6][1180/2640] lr: 1.000e-02, eta: 1 day, 13:37:53, time: 0.940, data_time: 0.345, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6937, loss_cls: 2.4440, loss: 2.4440, grad_norm: 5.7100 2020-09-12 18:46:01,457 - mmaction - INFO - Epoch [6][1200/2640] lr: 1.000e-02, eta: 1 day, 13:37:01, time: 0.980, data_time: 0.376, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6945, loss_cls: 2.4047, loss: 2.4047, grad_norm: 5.5782 2020-09-12 18:46:21,204 - mmaction - INFO - Epoch [6][1220/2640] lr: 1.000e-02, eta: 1 day, 13:36:12, time: 0.990, data_time: 0.216, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6773, loss_cls: 2.5511, loss: 2.5511, grad_norm: 5.8747 2020-09-12 18:46:41,518 - mmaction - INFO - Epoch [6][1240/2640] lr: 1.000e-02, eta: 1 day, 13:35:26, time: 1.013, data_time: 0.358, memory: 7069, top1_acc: 0.4125, top5_acc: 0.6789, loss_cls: 2.4844, loss: 2.4844, grad_norm: 5.7997 2020-09-12 18:47:01,057 - mmaction - INFO - Epoch [6][1260/2640] lr: 1.000e-02, eta: 1 day, 13:34:36, time: 0.980, data_time: 0.082, memory: 7069, top1_acc: 0.4227, top5_acc: 0.6984, loss_cls: 2.3954, loss: 2.3954, grad_norm: 5.7007 2020-09-12 18:47:20,309 - mmaction - INFO - Epoch [6][1280/2640] lr: 1.000e-02, eta: 1 day, 13:33:41, time: 0.956, data_time: 0.283, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6648, loss_cls: 2.5203, loss: 2.5203, grad_norm: 5.7356 2020-09-12 18:47:38,980 - mmaction - INFO - Epoch [6][1300/2640] lr: 1.000e-02, eta: 1 day, 13:32:44, time: 0.941, data_time: 0.249, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6758, loss_cls: 2.5036, loss: 2.5036, grad_norm: 5.8303 2020-09-12 18:47:59,280 - mmaction - INFO - Epoch [6][1320/2640] lr: 1.000e-02, eta: 1 day, 13:31:58, time: 1.009, data_time: 0.203, memory: 7069, top1_acc: 0.4203, top5_acc: 0.6789, loss_cls: 2.5135, loss: 2.5135, grad_norm: 5.7790 2020-09-12 18:48:17,904 - mmaction - INFO - Epoch [6][1340/2640] lr: 1.000e-02, eta: 1 day, 13:31:01, time: 0.936, data_time: 0.114, memory: 7069, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.4118, loss: 2.4118, grad_norm: 5.6711 2020-09-12 18:48:35,968 - mmaction - INFO - Epoch [6][1360/2640] lr: 1.000e-02, eta: 1 day, 13:29:57, time: 0.897, data_time: 0.006, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6797, loss_cls: 2.5069, loss: 2.5069, grad_norm: 5.7212 2020-09-12 18:48:55,126 - mmaction - INFO - Epoch [6][1380/2640] lr: 1.000e-02, eta: 1 day, 13:29:04, time: 0.964, data_time: 0.009, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6859, loss_cls: 2.4557, loss: 2.4557, grad_norm: 5.6400 2020-09-12 18:49:15,469 - mmaction - INFO - Epoch [6][1400/2640] lr: 1.000e-02, eta: 1 day, 13:28:19, time: 1.016, data_time: 0.006, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6789, loss_cls: 2.4845, loss: 2.4845, grad_norm: 5.8980 2020-09-12 18:49:34,882 - mmaction - INFO - Epoch [6][1420/2640] lr: 1.000e-02, eta: 1 day, 13:27:28, time: 0.972, data_time: 0.004, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6766, loss_cls: 2.4767, loss: 2.4767, grad_norm: 5.7235 2020-09-12 18:49:54,814 - mmaction - INFO - Epoch [6][1440/2640] lr: 1.000e-02, eta: 1 day, 13:26:41, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6789, loss_cls: 2.4630, loss: 2.4630, grad_norm: 5.7254 2020-09-12 18:50:12,954 - mmaction - INFO - Epoch [6][1460/2640] lr: 1.000e-02, eta: 1 day, 13:25:39, time: 0.909, data_time: 0.004, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6805, loss_cls: 2.4503, loss: 2.4503, grad_norm: 5.8000 2020-09-12 18:50:34,393 - mmaction - INFO - Epoch [6][1480/2640] lr: 1.000e-02, eta: 1 day, 13:25:04, time: 1.072, data_time: 0.025, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6641, loss_cls: 2.5274, loss: 2.5274, grad_norm: 5.7062 2020-09-12 18:50:53,970 - mmaction - INFO - Epoch [6][1500/2640] lr: 1.000e-02, eta: 1 day, 13:24:14, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.3992, top5_acc: 0.6687, loss_cls: 2.5270, loss: 2.5270, grad_norm: 5.8130 2020-09-12 18:51:12,328 - mmaction - INFO - Epoch [6][1520/2640] lr: 1.000e-02, eta: 1 day, 13:23:13, time: 0.912, data_time: 0.005, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6820, loss_cls: 2.5041, loss: 2.5041, grad_norm: 5.7987 2020-09-12 18:51:32,691 - mmaction - INFO - Epoch [6][1540/2640] lr: 1.000e-02, eta: 1 day, 13:22:31, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6672, loss_cls: 2.5606, loss: 2.5606, grad_norm: 5.8276 2020-09-12 18:51:52,459 - mmaction - INFO - Epoch [6][1560/2640] lr: 1.000e-02, eta: 1 day, 13:21:42, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.4328, top5_acc: 0.6969, loss_cls: 2.4507, loss: 2.4507, grad_norm: 5.7802 2020-09-12 18:52:13,081 - mmaction - INFO - Epoch [6][1580/2640] lr: 1.000e-02, eta: 1 day, 13:21:01, time: 1.031, data_time: 0.004, memory: 7069, top1_acc: 0.4172, top5_acc: 0.6977, loss_cls: 2.4184, loss: 2.4184, grad_norm: 5.7134 2020-09-12 18:52:31,656 - mmaction - INFO - Epoch [6][1600/2640] lr: 1.000e-02, eta: 1 day, 13:20:03, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6734, loss_cls: 2.4945, loss: 2.4945, grad_norm: 5.8560 2020-09-12 18:52:50,878 - mmaction - INFO - Epoch [6][1620/2640] lr: 1.000e-02, eta: 1 day, 13:19:11, time: 0.962, data_time: 0.004, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6633, loss_cls: 2.5586, loss: 2.5586, grad_norm: 5.7151 2020-09-12 18:53:10,664 - mmaction - INFO - Epoch [6][1640/2640] lr: 1.000e-02, eta: 1 day, 13:18:23, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6898, loss_cls: 2.4555, loss: 2.4555, grad_norm: 5.7645 2020-09-12 18:53:29,461 - mmaction - INFO - Epoch [6][1660/2640] lr: 1.000e-02, eta: 1 day, 13:17:28, time: 0.944, data_time: 0.009, memory: 7069, top1_acc: 0.4227, top5_acc: 0.6977, loss_cls: 2.3689, loss: 2.3689, grad_norm: 5.7841 2020-09-12 18:53:50,718 - mmaction - INFO - Epoch [6][1680/2640] lr: 1.000e-02, eta: 1 day, 13:16:51, time: 1.057, data_time: 0.048, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.7511 2020-09-12 18:54:10,912 - mmaction - INFO - Epoch [6][1700/2640] lr: 1.000e-02, eta: 1 day, 13:16:08, time: 1.016, data_time: 0.009, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6578, loss_cls: 2.5558, loss: 2.5558, grad_norm: 5.7168 2020-09-12 18:54:31,539 - mmaction - INFO - Epoch [6][1720/2640] lr: 1.000e-02, eta: 1 day, 13:15:26, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.5788, loss: 2.5788, grad_norm: 5.7150 2020-09-12 18:54:49,209 - mmaction - INFO - Epoch [6][1740/2640] lr: 1.000e-02, eta: 1 day, 13:14:23, time: 0.887, data_time: 0.006, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6867, loss_cls: 2.4575, loss: 2.4575, grad_norm: 5.4268 2020-09-12 18:55:08,293 - mmaction - INFO - Epoch [6][1760/2640] lr: 1.000e-02, eta: 1 day, 13:13:30, time: 0.953, data_time: 0.006, memory: 7069, top1_acc: 0.4125, top5_acc: 0.6734, loss_cls: 2.5050, loss: 2.5050, grad_norm: 5.7584 2020-09-12 18:55:26,547 - mmaction - INFO - Epoch [6][1780/2640] lr: 1.000e-02, eta: 1 day, 13:12:31, time: 0.912, data_time: 0.003, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6875, loss_cls: 2.4628, loss: 2.4628, grad_norm: 5.7622 2020-09-12 18:55:47,294 - mmaction - INFO - Epoch [6][1800/2640] lr: 1.000e-02, eta: 1 day, 13:11:51, time: 1.035, data_time: 0.007, memory: 7069, top1_acc: 0.4023, top5_acc: 0.6719, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.7206 2020-09-12 18:56:05,613 - mmaction - INFO - Epoch [6][1820/2640] lr: 1.000e-02, eta: 1 day, 13:10:53, time: 0.919, data_time: 0.123, memory: 7069, top1_acc: 0.4234, top5_acc: 0.7008, loss_cls: 2.4017, loss: 2.4017, grad_norm: 5.7211 2020-09-12 18:56:25,634 - mmaction - INFO - Epoch [6][1840/2640] lr: 1.000e-02, eta: 1 day, 13:10:07, time: 0.996, data_time: 0.403, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6828, loss_cls: 2.4504, loss: 2.4504, grad_norm: 6.8415 2020-09-12 18:56:45,990 - mmaction - INFO - Epoch [6][1860/2640] lr: 1.000e-02, eta: 1 day, 13:09:25, time: 1.023, data_time: 0.334, memory: 7069, top1_acc: 0.3930, top5_acc: 0.6633, loss_cls: 2.5333, loss: 2.5333, grad_norm: 5.9914 2020-09-12 18:57:05,864 - mmaction - INFO - Epoch [6][1880/2640] lr: 1.000e-02, eta: 1 day, 13:08:38, time: 0.988, data_time: 0.239, memory: 7069, top1_acc: 0.3906, top5_acc: 0.6805, loss_cls: 2.5037, loss: 2.5037, grad_norm: 5.6699 2020-09-12 18:57:24,633 - mmaction - INFO - Epoch [6][1900/2640] lr: 1.000e-02, eta: 1 day, 13:07:44, time: 0.944, data_time: 0.012, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.5044, loss: 2.5044, grad_norm: 5.6382 2020-09-12 18:57:44,606 - mmaction - INFO - Epoch [6][1920/2640] lr: 1.000e-02, eta: 1 day, 13:06:58, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.4056, loss: 2.4056, grad_norm: 5.7910 2020-09-12 18:58:03,300 - mmaction - INFO - Epoch [6][1940/2640] lr: 1.000e-02, eta: 1 day, 13:06:04, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.4725, loss: 2.4725, grad_norm: 5.7303 2020-09-12 18:58:22,582 - mmaction - INFO - Epoch [6][1960/2640] lr: 1.000e-02, eta: 1 day, 13:05:13, time: 0.959, data_time: 0.224, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.6273, loss: 2.6273, grad_norm: 5.5965 2020-09-12 18:58:42,760 - mmaction - INFO - Epoch [6][1980/2640] lr: 1.000e-02, eta: 1 day, 13:04:30, time: 1.014, data_time: 0.032, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.4997, loss: 2.4997, grad_norm: 5.6615 2020-09-12 18:59:02,746 - mmaction - INFO - Epoch [6][2000/2640] lr: 1.000e-02, eta: 1 day, 13:03:44, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.4571, loss: 2.4571, grad_norm: 5.8585 2020-09-12 18:59:22,027 - mmaction - INFO - Epoch [6][2020/2640] lr: 1.000e-02, eta: 1 day, 13:02:55, time: 0.970, data_time: 0.009, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6695, loss_cls: 2.5270, loss: 2.5270, grad_norm: 5.7784 2020-09-12 18:59:40,675 - mmaction - INFO - Epoch [6][2040/2640] lr: 1.000e-02, eta: 1 day, 13:01:59, time: 0.929, data_time: 0.005, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.4675, loss: 2.4675, grad_norm: 5.7571 2020-09-12 18:59:59,720 - mmaction - INFO - Epoch [6][2060/2640] lr: 1.000e-02, eta: 1 day, 13:01:08, time: 0.954, data_time: 0.019, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6992, loss_cls: 2.4934, loss: 2.4934, grad_norm: 6.0695 2020-09-12 19:00:21,423 - mmaction - INFO - Epoch [6][2080/2640] lr: 1.000e-02, eta: 1 day, 13:00:28, time: 1.030, data_time: 0.034, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6961, loss_cls: 2.4225, loss: 2.4225, grad_norm: 6.0751 2020-09-12 19:00:52,254 - mmaction - INFO - Epoch [6][2100/2640] lr: 1.000e-02, eta: 1 day, 13:01:12, time: 1.579, data_time: 0.092, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6867, loss_cls: 2.5159, loss: 2.5159, grad_norm: 5.9333 2020-09-12 19:01:11,047 - mmaction - INFO - Epoch [6][2120/2640] lr: 1.000e-02, eta: 1 day, 13:00:21, time: 0.958, data_time: 0.087, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6852, loss_cls: 2.4956, loss: 2.4956, grad_norm: 5.7121 2020-09-12 19:01:31,135 - mmaction - INFO - Epoch [6][2140/2640] lr: 1.000e-02, eta: 1 day, 12:59:37, time: 1.005, data_time: 0.003, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6891, loss_cls: 2.4791, loss: 2.4791, grad_norm: 6.1676 2020-09-12 19:01:50,236 - mmaction - INFO - Epoch [6][2160/2640] lr: 1.000e-02, eta: 1 day, 12:58:46, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6969, loss_cls: 2.3728, loss: 2.3728, grad_norm: 5.4275 2020-09-12 19:02:10,075 - mmaction - INFO - Epoch [6][2180/2640] lr: 1.000e-02, eta: 1 day, 12:58:01, time: 0.997, data_time: 0.009, memory: 7069, top1_acc: 0.4133, top5_acc: 0.6859, loss_cls: 2.4233, loss: 2.4233, grad_norm: 5.7999 2020-09-12 19:02:29,597 - mmaction - INFO - Epoch [6][2200/2640] lr: 1.000e-02, eta: 1 day, 12:57:12, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4284, loss: 2.4284, grad_norm: 5.7652 2020-09-12 19:02:49,766 - mmaction - INFO - Epoch [6][2220/2640] lr: 1.000e-02, eta: 1 day, 12:56:30, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.5880, loss: 2.5880, grad_norm: 5.8226 2020-09-12 19:03:08,412 - mmaction - INFO - Epoch [6][2240/2640] lr: 1.000e-02, eta: 1 day, 12:55:36, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6883, loss_cls: 2.4720, loss: 2.4720, grad_norm: 5.8625 2020-09-12 19:03:27,206 - mmaction - INFO - Epoch [6][2260/2640] lr: 1.000e-02, eta: 1 day, 12:54:43, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.6426 2020-09-12 19:03:47,733 - mmaction - INFO - Epoch [6][2280/2640] lr: 1.000e-02, eta: 1 day, 12:54:03, time: 1.026, data_time: 0.034, memory: 7069, top1_acc: 0.4172, top5_acc: 0.6937, loss_cls: 2.4660, loss: 2.4660, grad_norm: 5.6503 2020-09-12 19:04:07,391 - mmaction - INFO - Epoch [6][2300/2640] lr: 1.000e-02, eta: 1 day, 12:53:16, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.4148, top5_acc: 0.6797, loss_cls: 2.4466, loss: 2.4466, grad_norm: 5.7207 2020-09-12 19:04:27,130 - mmaction - INFO - Epoch [6][2320/2640] lr: 1.000e-02, eta: 1 day, 12:52:30, time: 0.981, data_time: 0.222, memory: 7069, top1_acc: 0.3961, top5_acc: 0.6906, loss_cls: 2.4491, loss: 2.4491, grad_norm: 5.9187 2020-09-12 19:04:46,160 - mmaction - INFO - Epoch [6][2340/2640] lr: 1.000e-02, eta: 1 day, 12:51:40, time: 0.958, data_time: 0.163, memory: 7069, top1_acc: 0.4289, top5_acc: 0.6977, loss_cls: 2.3917, loss: 2.3917, grad_norm: 5.6244 2020-09-12 19:05:06,856 - mmaction - INFO - Epoch [6][2360/2640] lr: 1.000e-02, eta: 1 day, 12:51:00, time: 1.029, data_time: 0.133, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6945, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.5725 2020-09-12 19:05:26,195 - mmaction - INFO - Epoch [6][2380/2640] lr: 1.000e-02, eta: 1 day, 12:50:12, time: 0.970, data_time: 0.365, memory: 7069, top1_acc: 0.4383, top5_acc: 0.6937, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.7917 2020-09-12 19:05:46,013 - mmaction - INFO - Epoch [6][2400/2640] lr: 1.000e-02, eta: 1 day, 12:49:28, time: 0.993, data_time: 0.325, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.4491, loss: 2.4491, grad_norm: 5.8374 2020-09-12 19:06:06,365 - mmaction - INFO - Epoch [6][2420/2640] lr: 1.000e-02, eta: 1 day, 12:48:47, time: 1.018, data_time: 0.058, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.4072, loss: 2.4072, grad_norm: 5.5709 2020-09-12 19:06:26,286 - mmaction - INFO - Epoch [6][2440/2640] lr: 1.000e-02, eta: 1 day, 12:48:03, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.4991, loss: 2.4991, grad_norm: 5.9814 2020-09-12 19:06:46,368 - mmaction - INFO - Epoch [6][2460/2640] lr: 1.000e-02, eta: 1 day, 12:47:20, time: 1.005, data_time: 0.004, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6805, loss_cls: 2.4479, loss: 2.4479, grad_norm: 5.8612 2020-09-12 19:07:06,651 - mmaction - INFO - Epoch [6][2480/2640] lr: 1.000e-02, eta: 1 day, 12:46:38, time: 1.010, data_time: 0.007, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.9749 2020-09-12 19:07:26,406 - mmaction - INFO - Epoch [6][2500/2640] lr: 1.000e-02, eta: 1 day, 12:45:54, time: 0.991, data_time: 0.029, memory: 7069, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.4632, loss: 2.4632, grad_norm: 5.9527 2020-09-12 19:07:45,342 - mmaction - INFO - Epoch [6][2520/2640] lr: 1.000e-02, eta: 1 day, 12:45:03, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6883, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.8503 2020-09-12 19:08:06,275 - mmaction - INFO - Epoch [6][2540/2640] lr: 1.000e-02, eta: 1 day, 12:44:27, time: 1.047, data_time: 0.003, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6930, loss_cls: 2.4890, loss: 2.4890, grad_norm: 5.7297 2020-09-12 19:08:24,284 - mmaction - INFO - Epoch [6][2560/2640] lr: 1.000e-02, eta: 1 day, 12:43:28, time: 0.897, data_time: 0.006, memory: 7069, top1_acc: 0.3898, top5_acc: 0.6820, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.7414 2020-09-12 19:08:43,814 - mmaction - INFO - Epoch [6][2580/2640] lr: 1.000e-02, eta: 1 day, 12:42:42, time: 0.980, data_time: 0.062, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6914, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.5893 2020-09-12 19:09:02,888 - mmaction - INFO - Epoch [6][2600/2640] lr: 1.000e-02, eta: 1 day, 12:41:52, time: 0.951, data_time: 0.202, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6836, loss_cls: 2.4631, loss: 2.4631, grad_norm: 5.6702 2020-09-12 19:09:23,507 - mmaction - INFO - Epoch [6][2620/2640] lr: 1.000e-02, eta: 1 day, 12:41:14, time: 1.034, data_time: 0.090, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7227, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.8643 2020-09-12 19:09:39,992 - mmaction - INFO - Epoch [6][2640/2640] lr: 1.000e-02, eta: 1 day, 12:40:05, time: 0.822, data_time: 0.008, memory: 7069, top1_acc: 0.4137, top5_acc: 0.6702, loss_cls: 2.5114, loss: 2.5114, grad_norm: 5.5659 2020-09-12 19:09:59,125 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-09-12 19:17:16,458 - mmaction - INFO - Epoch [7][20/2640] lr: 1.000e-02, eta: 1 day, 13:30:04, time: 21.764, data_time: 20.739, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6922, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.7128 2020-09-12 19:17:37,220 - mmaction - INFO - Epoch [7][40/2640] lr: 1.000e-02, eta: 1 day, 13:29:23, time: 1.046, data_time: 0.082, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7055, loss_cls: 2.3974, loss: 2.3974, grad_norm: 5.7052 2020-09-12 19:17:56,541 - mmaction - INFO - Epoch [7][60/2640] lr: 1.000e-02, eta: 1 day, 13:28:31, time: 0.966, data_time: 0.084, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6695, loss_cls: 2.5084, loss: 2.5084, grad_norm: 5.7592 2020-09-12 19:18:15,579 - mmaction - INFO - Epoch [7][80/2640] lr: 1.000e-02, eta: 1 day, 13:27:37, time: 0.951, data_time: 0.192, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.4375, loss: 2.4375, grad_norm: 5.6598 2020-09-12 19:18:35,072 - mmaction - INFO - Epoch [7][100/2640] lr: 1.000e-02, eta: 1 day, 13:26:47, time: 0.975, data_time: 0.294, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7133, loss_cls: 2.3497, loss: 2.3497, grad_norm: 5.8399 2020-09-12 19:18:55,497 - mmaction - INFO - Epoch [7][120/2640] lr: 1.000e-02, eta: 1 day, 13:26:03, time: 1.018, data_time: 0.277, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4039, loss: 2.4039, grad_norm: 5.8756 2020-09-12 19:19:14,789 - mmaction - INFO - Epoch [7][140/2640] lr: 1.000e-02, eta: 1 day, 13:25:12, time: 0.967, data_time: 0.369, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.3451, loss: 2.3451, grad_norm: 5.8109 2020-09-12 19:19:34,483 - mmaction - INFO - Epoch [7][160/2640] lr: 1.000e-02, eta: 1 day, 13:24:23, time: 0.985, data_time: 0.353, memory: 7069, top1_acc: 0.4164, top5_acc: 0.7070, loss_cls: 2.3920, loss: 2.3920, grad_norm: 5.8553 2020-09-12 19:19:54,424 - mmaction - INFO - Epoch [7][180/2640] lr: 1.000e-02, eta: 1 day, 13:23:36, time: 0.996, data_time: 0.398, memory: 7069, top1_acc: 0.4156, top5_acc: 0.7055, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.9417 2020-09-12 19:20:13,594 - mmaction - INFO - Epoch [7][200/2640] lr: 1.000e-02, eta: 1 day, 13:22:43, time: 0.959, data_time: 0.370, memory: 7069, top1_acc: 0.4133, top5_acc: 0.6891, loss_cls: 2.4890, loss: 2.4890, grad_norm: 5.8881 2020-09-12 19:20:32,778 - mmaction - INFO - Epoch [7][220/2640] lr: 1.000e-02, eta: 1 day, 13:21:50, time: 0.953, data_time: 0.134, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3178, loss: 2.3178, grad_norm: 6.1402 2020-09-12 19:20:52,169 - mmaction - INFO - Epoch [7][240/2640] lr: 1.000e-02, eta: 1 day, 13:21:00, time: 0.975, data_time: 0.009, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7094, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.5779 2020-09-12 19:21:11,248 - mmaction - INFO - Epoch [7][260/2640] lr: 1.000e-02, eta: 1 day, 13:20:07, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.8586 2020-09-12 19:21:30,031 - mmaction - INFO - Epoch [7][280/2640] lr: 1.000e-02, eta: 1 day, 13:19:13, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6937, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.9724 2020-09-12 19:21:49,407 - mmaction - INFO - Epoch [7][300/2640] lr: 1.000e-02, eta: 1 day, 13:18:21, time: 0.964, data_time: 0.095, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6953, loss_cls: 2.4365, loss: 2.4365, grad_norm: 6.0165 2020-09-12 19:22:09,045 - mmaction - INFO - Epoch [7][320/2640] lr: 1.000e-02, eta: 1 day, 13:17:33, time: 0.987, data_time: 0.111, memory: 7069, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.5773, loss: 2.5773, grad_norm: 6.1010 2020-09-12 19:22:28,298 - mmaction - INFO - Epoch [7][340/2640] lr: 1.000e-02, eta: 1 day, 13:16:42, time: 0.959, data_time: 0.030, memory: 7069, top1_acc: 0.4289, top5_acc: 0.6867, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.6862 2020-09-12 19:22:48,023 - mmaction - INFO - Epoch [7][360/2640] lr: 1.000e-02, eta: 1 day, 13:15:54, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4102, loss: 2.4102, grad_norm: 5.7206 2020-09-12 19:23:08,960 - mmaction - INFO - Epoch [7][380/2640] lr: 1.000e-02, eta: 1 day, 13:15:15, time: 1.048, data_time: 0.031, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6742, loss_cls: 2.5134, loss: 2.5134, grad_norm: 5.8328 2020-09-12 19:23:28,821 - mmaction - INFO - Epoch [7][400/2640] lr: 1.000e-02, eta: 1 day, 13:14:28, time: 0.991, data_time: 0.217, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6836, loss_cls: 2.4624, loss: 2.4624, grad_norm: 5.8404 2020-09-12 19:23:48,860 - mmaction - INFO - Epoch [7][420/2640] lr: 1.000e-02, eta: 1 day, 13:13:43, time: 1.004, data_time: 0.402, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7086, loss_cls: 2.3459, loss: 2.3459, grad_norm: 5.7547 2020-09-12 19:24:08,002 - mmaction - INFO - Epoch [7][440/2640] lr: 1.000e-02, eta: 1 day, 13:12:51, time: 0.957, data_time: 0.368, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6891, loss_cls: 2.3930, loss: 2.3930, grad_norm: 5.8962 2020-09-12 19:24:27,991 - mmaction - INFO - Epoch [7][460/2640] lr: 1.000e-02, eta: 1 day, 13:12:06, time: 1.000, data_time: 0.342, memory: 7069, top1_acc: 0.3953, top5_acc: 0.6820, loss_cls: 2.5059, loss: 2.5059, grad_norm: 5.8813 2020-09-12 19:24:48,147 - mmaction - INFO - Epoch [7][480/2640] lr: 1.000e-02, eta: 1 day, 13:11:21, time: 1.008, data_time: 0.065, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6977, loss_cls: 2.3866, loss: 2.3866, grad_norm: 5.7551 2020-09-12 19:25:07,257 - mmaction - INFO - Epoch [7][500/2640] lr: 1.000e-02, eta: 1 day, 13:10:30, time: 0.956, data_time: 0.003, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6805, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.8462 2020-09-12 19:25:25,936 - mmaction - INFO - Epoch [7][520/2640] lr: 1.000e-02, eta: 1 day, 13:09:35, time: 0.935, data_time: 0.003, memory: 7069, top1_acc: 0.4297, top5_acc: 0.7055, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.7968 2020-09-12 19:25:45,935 - mmaction - INFO - Epoch [7][540/2640] lr: 1.000e-02, eta: 1 day, 13:08:49, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3079, loss: 2.3079, grad_norm: 5.6507 2020-09-12 19:26:05,413 - mmaction - INFO - Epoch [7][560/2640] lr: 1.000e-02, eta: 1 day, 13:08:01, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7078, loss_cls: 2.3731, loss: 2.3731, grad_norm: 5.7962 2020-09-12 19:26:25,386 - mmaction - INFO - Epoch [7][580/2640] lr: 1.000e-02, eta: 1 day, 13:07:15, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6953, loss_cls: 2.3991, loss: 2.3991, grad_norm: 6.1808 2020-09-12 19:26:44,203 - mmaction - INFO - Epoch [7][600/2640] lr: 1.000e-02, eta: 1 day, 13:06:22, time: 0.944, data_time: 0.009, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.4020, loss: 2.4020, grad_norm: 6.0873 2020-09-12 19:27:05,285 - mmaction - INFO - Epoch [7][620/2640] lr: 1.000e-02, eta: 1 day, 13:05:44, time: 1.049, data_time: 0.006, memory: 7069, top1_acc: 0.3977, top5_acc: 0.6766, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.7202 2020-09-12 19:27:24,745 - mmaction - INFO - Epoch [7][640/2640] lr: 1.000e-02, eta: 1 day, 13:04:56, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6953, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.8219 2020-09-12 19:27:44,214 - mmaction - INFO - Epoch [7][660/2640] lr: 1.000e-02, eta: 1 day, 13:04:07, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7109, loss_cls: 2.3640, loss: 2.3640, grad_norm: 5.8992 2020-09-12 19:28:03,939 - mmaction - INFO - Epoch [7][680/2640] lr: 1.000e-02, eta: 1 day, 13:03:20, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.7133 2020-09-12 19:28:22,426 - mmaction - INFO - Epoch [7][700/2640] lr: 1.000e-02, eta: 1 day, 13:02:25, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.4453, top5_acc: 0.6898, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.8923 2020-09-12 19:28:42,933 - mmaction - INFO - Epoch [7][720/2640] lr: 1.000e-02, eta: 1 day, 13:01:44, time: 1.028, data_time: 0.007, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6836, loss_cls: 2.4431, loss: 2.4431, grad_norm: 5.7394 2020-09-12 19:29:02,862 - mmaction - INFO - Epoch [7][740/2640] lr: 1.000e-02, eta: 1 day, 13:00:58, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.3937, top5_acc: 0.6945, loss_cls: 2.4513, loss: 2.4513, grad_norm: 5.7671 2020-09-12 19:29:21,680 - mmaction - INFO - Epoch [7][760/2640] lr: 1.000e-02, eta: 1 day, 13:00:06, time: 0.946, data_time: 0.075, memory: 7069, top1_acc: 0.4297, top5_acc: 0.7047, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.8247 2020-09-12 19:29:39,962 - mmaction - INFO - Epoch [7][780/2640] lr: 1.000e-02, eta: 1 day, 12:59:09, time: 0.910, data_time: 0.093, memory: 7069, top1_acc: 0.4273, top5_acc: 0.6875, loss_cls: 2.4163, loss: 2.4163, grad_norm: 5.7042 2020-09-12 19:29:58,354 - mmaction - INFO - Epoch [7][800/2640] lr: 1.000e-02, eta: 1 day, 12:58:14, time: 0.923, data_time: 0.045, memory: 7069, top1_acc: 0.4078, top5_acc: 0.7023, loss_cls: 2.4300, loss: 2.4300, grad_norm: 5.8725 2020-09-12 19:30:18,747 - mmaction - INFO - Epoch [7][820/2640] lr: 1.000e-02, eta: 1 day, 12:57:32, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.4665, loss: 2.4665, grad_norm: 5.8730 2020-09-12 19:30:39,352 - mmaction - INFO - Epoch [7][840/2640] lr: 1.000e-02, eta: 1 day, 12:56:52, time: 1.035, data_time: 0.008, memory: 7069, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.8779 2020-09-12 19:30:59,200 - mmaction - INFO - Epoch [7][860/2640] lr: 1.000e-02, eta: 1 day, 12:56:06, time: 0.989, data_time: 0.170, memory: 7069, top1_acc: 0.4109, top5_acc: 0.7156, loss_cls: 2.3711, loss: 2.3711, grad_norm: 5.8794 2020-09-12 19:31:17,455 - mmaction - INFO - Epoch [7][880/2640] lr: 1.000e-02, eta: 1 day, 12:55:11, time: 0.916, data_time: 0.012, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6773, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.8128 2020-09-12 19:31:36,663 - mmaction - INFO - Epoch [7][900/2640] lr: 1.000e-02, eta: 1 day, 12:54:21, time: 0.956, data_time: 0.037, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6898, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.9511 2020-09-12 19:31:56,442 - mmaction - INFO - Epoch [7][920/2640] lr: 1.000e-02, eta: 1 day, 12:53:36, time: 0.992, data_time: 0.007, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.3304, loss: 2.3304, grad_norm: 6.2006 2020-09-12 19:32:15,740 - mmaction - INFO - Epoch [7][940/2640] lr: 1.000e-02, eta: 1 day, 12:52:47, time: 0.965, data_time: 0.130, memory: 7069, top1_acc: 0.3945, top5_acc: 0.6711, loss_cls: 2.5202, loss: 2.5202, grad_norm: 5.9963 2020-09-12 19:32:35,801 - mmaction - INFO - Epoch [7][960/2640] lr: 1.000e-02, eta: 1 day, 12:52:03, time: 1.002, data_time: 0.005, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6687, loss_cls: 2.5532, loss: 2.5532, grad_norm: 5.9780 2020-09-12 19:32:56,977 - mmaction - INFO - Epoch [7][980/2640] lr: 1.000e-02, eta: 1 day, 12:51:27, time: 1.059, data_time: 0.034, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6766, loss_cls: 2.4313, loss: 2.4313, grad_norm: 5.7979 2020-09-12 19:33:16,264 - mmaction - INFO - Epoch [7][1000/2640] lr: 1.000e-02, eta: 1 day, 12:50:38, time: 0.961, data_time: 0.005, memory: 7069, top1_acc: 0.3984, top5_acc: 0.6914, loss_cls: 2.4521, loss: 2.4521, grad_norm: 5.8364 2020-09-12 19:33:35,222 - mmaction - INFO - Epoch [7][1020/2640] lr: 1.000e-02, eta: 1 day, 12:49:48, time: 0.951, data_time: 0.009, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6867, loss_cls: 2.4646, loss: 2.4646, grad_norm: 5.9918 2020-09-12 19:33:54,491 - mmaction - INFO - Epoch [7][1040/2640] lr: 1.000e-02, eta: 1 day, 12:48:59, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6852, loss_cls: 2.4780, loss: 2.4780, grad_norm: 6.2097 2020-09-12 19:34:14,111 - mmaction - INFO - Epoch [7][1060/2640] lr: 1.000e-02, eta: 1 day, 12:48:13, time: 0.983, data_time: 0.004, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.5588, loss: 2.5588, grad_norm: 5.8540 2020-09-12 19:34:33,832 - mmaction - INFO - Epoch [7][1080/2640] lr: 1.000e-02, eta: 1 day, 12:47:27, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7086, loss_cls: 2.3597, loss: 2.3597, grad_norm: 5.9617 2020-09-12 19:34:53,622 - mmaction - INFO - Epoch [7][1100/2640] lr: 1.000e-02, eta: 1 day, 12:46:43, time: 0.996, data_time: 0.009, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7000, loss_cls: 2.4099, loss: 2.4099, grad_norm: 5.7832 2020-09-12 19:35:12,024 - mmaction - INFO - Epoch [7][1120/2640] lr: 1.000e-02, eta: 1 day, 12:45:48, time: 0.915, data_time: 0.006, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6797, loss_cls: 2.4564, loss: 2.4564, grad_norm: 5.9337 2020-09-12 19:35:31,571 - mmaction - INFO - Epoch [7][1140/2640] lr: 1.000e-02, eta: 1 day, 12:45:02, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6852, loss_cls: 2.5187, loss: 2.5187, grad_norm: 5.8901 2020-09-12 19:35:50,981 - mmaction - INFO - Epoch [7][1160/2640] lr: 1.000e-02, eta: 1 day, 12:44:14, time: 0.970, data_time: 0.043, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7039, loss_cls: 2.4202, loss: 2.4202, grad_norm: 5.7219 2020-09-12 19:36:10,067 - mmaction - INFO - Epoch [7][1180/2640] lr: 1.000e-02, eta: 1 day, 12:43:25, time: 0.954, data_time: 0.010, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6898, loss_cls: 2.4364, loss: 2.4364, grad_norm: 5.8300 2020-09-12 19:36:30,707 - mmaction - INFO - Epoch [7][1200/2640] lr: 1.000e-02, eta: 1 day, 12:42:45, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7031, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.7628 2020-09-12 19:36:51,072 - mmaction - INFO - Epoch [7][1220/2640] lr: 1.000e-02, eta: 1 day, 12:42:05, time: 1.025, data_time: 0.009, memory: 7069, top1_acc: 0.4078, top5_acc: 0.7039, loss_cls: 2.3920, loss: 2.3920, grad_norm: 5.8251 2020-09-12 19:37:10,064 - mmaction - INFO - Epoch [7][1240/2640] lr: 1.000e-02, eta: 1 day, 12:41:14, time: 0.942, data_time: 0.005, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6945, loss_cls: 2.4246, loss: 2.4246, grad_norm: 5.8035 2020-09-12 19:37:29,836 - mmaction - INFO - Epoch [7][1260/2640] lr: 1.000e-02, eta: 1 day, 12:40:31, time: 0.995, data_time: 0.010, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6953, loss_cls: 2.4132, loss: 2.4132, grad_norm: 5.9903 2020-09-12 19:37:49,028 - mmaction - INFO - Epoch [7][1280/2640] lr: 1.000e-02, eta: 1 day, 12:39:42, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.2723, loss: 2.2723, grad_norm: 5.8045 2020-09-12 19:38:09,448 - mmaction - INFO - Epoch [7][1300/2640] lr: 1.000e-02, eta: 1 day, 12:39:02, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6984, loss_cls: 2.4149, loss: 2.4149, grad_norm: 5.9203 2020-09-12 19:38:29,789 - mmaction - INFO - Epoch [7][1320/2640] lr: 1.000e-02, eta: 1 day, 12:38:21, time: 1.013, data_time: 0.006, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7195, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.9371 2020-09-12 19:38:46,980 - mmaction - INFO - Epoch [7][1340/2640] lr: 1.000e-02, eta: 1 day, 12:37:20, time: 0.865, data_time: 0.007, memory: 7069, top1_acc: 0.4078, top5_acc: 0.6664, loss_cls: 2.5451, loss: 2.5451, grad_norm: 6.1738 2020-09-12 19:39:06,838 - mmaction - INFO - Epoch [7][1360/2640] lr: 1.000e-02, eta: 1 day, 12:36:36, time: 0.990, data_time: 0.005, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6820, loss_cls: 2.4599, loss: 2.4599, grad_norm: 5.7286 2020-09-12 19:39:27,082 - mmaction - INFO - Epoch [7][1380/2640] lr: 1.000e-02, eta: 1 day, 12:35:55, time: 1.016, data_time: 0.015, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6883, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.6587 2020-09-12 19:39:46,950 - mmaction - INFO - Epoch [7][1400/2640] lr: 1.000e-02, eta: 1 day, 12:35:11, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4098, loss: 2.4098, grad_norm: 5.8952 2020-09-12 19:40:06,729 - mmaction - INFO - Epoch [7][1420/2640] lr: 1.000e-02, eta: 1 day, 12:34:28, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6945, loss_cls: 2.4542, loss: 2.4542, grad_norm: 5.7347 2020-09-12 19:40:25,261 - mmaction - INFO - Epoch [7][1440/2640] lr: 1.000e-02, eta: 1 day, 12:33:35, time: 0.925, data_time: 0.003, memory: 7069, top1_acc: 0.3852, top5_acc: 0.6859, loss_cls: 2.5050, loss: 2.5050, grad_norm: 5.7899 2020-09-12 19:40:45,618 - mmaction - INFO - Epoch [7][1460/2640] lr: 1.000e-02, eta: 1 day, 12:32:55, time: 1.017, data_time: 0.018, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.4343, loss: 2.4343, grad_norm: 5.8751 2020-09-12 19:41:04,339 - mmaction - INFO - Epoch [7][1480/2640] lr: 1.000e-02, eta: 1 day, 12:32:04, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6844, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.7717 2020-09-12 19:41:23,594 - mmaction - INFO - Epoch [7][1500/2640] lr: 1.000e-02, eta: 1 day, 12:31:17, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3960, loss: 2.3960, grad_norm: 5.8127 2020-09-12 19:41:44,363 - mmaction - INFO - Epoch [7][1520/2640] lr: 1.000e-02, eta: 1 day, 12:30:39, time: 1.033, data_time: 0.005, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6875, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.8822 2020-09-12 19:42:02,093 - mmaction - INFO - Epoch [7][1540/2640] lr: 1.000e-02, eta: 1 day, 12:29:43, time: 0.891, data_time: 0.007, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7133, loss_cls: 2.3526, loss: 2.3526, grad_norm: 6.0329 2020-09-12 19:42:23,227 - mmaction - INFO - Epoch [7][1560/2640] lr: 1.000e-02, eta: 1 day, 12:29:08, time: 1.056, data_time: 0.006, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6797, loss_cls: 2.5079, loss: 2.5079, grad_norm: 5.9290 2020-09-12 19:42:42,523 - mmaction - INFO - Epoch [7][1580/2640] lr: 1.000e-02, eta: 1 day, 12:28:21, time: 0.966, data_time: 0.003, memory: 7069, top1_acc: 0.4031, top5_acc: 0.7031, loss_cls: 2.4003, loss: 2.4003, grad_norm: 5.9343 2020-09-12 19:43:02,538 - mmaction - INFO - Epoch [7][1600/2640] lr: 1.000e-02, eta: 1 day, 12:27:39, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6937, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.7784 2020-09-12 19:43:22,900 - mmaction - INFO - Epoch [7][1620/2640] lr: 1.000e-02, eta: 1 day, 12:26:59, time: 1.015, data_time: 0.008, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.3906, loss: 2.3906, grad_norm: 5.6892 2020-09-12 19:43:42,538 - mmaction - INFO - Epoch [7][1640/2640] lr: 1.000e-02, eta: 1 day, 12:26:15, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.4340, loss: 2.4340, grad_norm: 5.8068 2020-09-12 19:44:00,047 - mmaction - INFO - Epoch [7][1660/2640] lr: 1.000e-02, eta: 1 day, 12:25:16, time: 0.871, data_time: 0.006, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6922, loss_cls: 2.4111, loss: 2.4111, grad_norm: 5.6477 2020-09-12 19:44:20,866 - mmaction - INFO - Epoch [7][1680/2640] lr: 1.000e-02, eta: 1 day, 12:24:40, time: 1.045, data_time: 0.007, memory: 7069, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.4239, loss: 2.4239, grad_norm: 5.7032 2020-09-12 19:44:38,938 - mmaction - INFO - Epoch [7][1700/2640] lr: 1.000e-02, eta: 1 day, 12:23:46, time: 0.905, data_time: 0.002, memory: 7069, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3617, loss: 2.3617, grad_norm: 5.8203 2020-09-12 19:44:58,132 - mmaction - INFO - Epoch [7][1720/2640] lr: 1.000e-02, eta: 1 day, 12:22:59, time: 0.956, data_time: 0.020, memory: 7069, top1_acc: 0.3883, top5_acc: 0.6922, loss_cls: 2.4650, loss: 2.4650, grad_norm: 6.0980 2020-09-12 19:45:18,323 - mmaction - INFO - Epoch [7][1740/2640] lr: 1.000e-02, eta: 1 day, 12:22:19, time: 1.013, data_time: 0.008, memory: 7069, top1_acc: 0.3953, top5_acc: 0.6789, loss_cls: 2.4832, loss: 2.4832, grad_norm: 5.8784 2020-09-12 19:45:38,913 - mmaction - INFO - Epoch [7][1760/2640] lr: 1.000e-02, eta: 1 day, 12:21:41, time: 1.029, data_time: 0.007, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6852, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.6923 2020-09-12 19:45:56,683 - mmaction - INFO - Epoch [7][1780/2640] lr: 1.000e-02, eta: 1 day, 12:20:45, time: 0.889, data_time: 0.003, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.4134, loss: 2.4134, grad_norm: 5.5996 2020-09-12 19:46:16,323 - mmaction - INFO - Epoch [7][1800/2640] lr: 1.000e-02, eta: 1 day, 12:20:01, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.4070, top5_acc: 0.6867, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.9493 2020-09-12 19:46:35,203 - mmaction - INFO - Epoch [7][1820/2640] lr: 1.000e-02, eta: 1 day, 12:19:12, time: 0.944, data_time: 0.003, memory: 7069, top1_acc: 0.4281, top5_acc: 0.6695, loss_cls: 2.4468, loss: 2.4468, grad_norm: 5.8300 2020-09-12 19:46:54,468 - mmaction - INFO - Epoch [7][1840/2640] lr: 1.000e-02, eta: 1 day, 12:18:25, time: 0.958, data_time: 0.261, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7031, loss_cls: 2.3455, loss: 2.3455, grad_norm: 5.9255 2020-09-12 19:47:14,680 - mmaction - INFO - Epoch [7][1860/2640] lr: 1.000e-02, eta: 1 day, 12:17:46, time: 1.015, data_time: 0.364, memory: 7069, top1_acc: 0.4203, top5_acc: 0.6930, loss_cls: 2.4448, loss: 2.4448, grad_norm: 6.0027 2020-09-12 19:47:34,541 - mmaction - INFO - Epoch [7][1880/2640] lr: 1.000e-02, eta: 1 day, 12:17:03, time: 0.988, data_time: 0.288, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6953, loss_cls: 2.4164, loss: 2.4164, grad_norm: 5.9646 2020-09-12 19:47:54,400 - mmaction - INFO - Epoch [7][1900/2640] lr: 1.000e-02, eta: 1 day, 12:16:21, time: 0.998, data_time: 0.019, memory: 7069, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.4111, loss: 2.4111, grad_norm: 6.6666 2020-09-12 19:48:12,513 - mmaction - INFO - Epoch [7][1920/2640] lr: 1.000e-02, eta: 1 day, 12:15:27, time: 0.901, data_time: 0.008, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.5378, loss: 2.5378, grad_norm: 5.9598 2020-09-12 19:48:31,754 - mmaction - INFO - Epoch [7][1940/2640] lr: 1.000e-02, eta: 1 day, 12:14:42, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6969, loss_cls: 2.4262, loss: 2.4262, grad_norm: 5.7961 2020-09-12 19:48:52,304 - mmaction - INFO - Epoch [7][1960/2640] lr: 1.000e-02, eta: 1 day, 12:14:04, time: 1.022, data_time: 0.005, memory: 7069, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.5340, loss: 2.5340, grad_norm: 5.8906 2020-09-12 19:49:11,865 - mmaction - INFO - Epoch [7][1980/2640] lr: 1.000e-02, eta: 1 day, 12:13:20, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.4959, loss: 2.4959, grad_norm: 5.8121 2020-09-12 19:49:31,315 - mmaction - INFO - Epoch [7][2000/2640] lr: 1.000e-02, eta: 1 day, 12:12:35, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6953, loss_cls: 2.3973, loss: 2.3973, grad_norm: 5.7562 2020-09-12 19:49:50,894 - mmaction - INFO - Epoch [7][2020/2640] lr: 1.000e-02, eta: 1 day, 12:11:52, time: 0.984, data_time: 0.009, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.4955, loss: 2.4955, grad_norm: 5.9815 2020-09-12 19:50:11,757 - mmaction - INFO - Epoch [7][2040/2640] lr: 1.000e-02, eta: 1 day, 12:11:17, time: 1.043, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.6898, loss_cls: 2.4000, loss: 2.4000, grad_norm: 5.9710 2020-09-12 19:50:31,550 - mmaction - INFO - Epoch [7][2060/2640] lr: 1.000e-02, eta: 1 day, 12:10:35, time: 0.990, data_time: 0.002, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.4211, loss: 2.4211, grad_norm: 5.7049 2020-09-12 19:50:50,594 - mmaction - INFO - Epoch [7][2080/2640] lr: 1.000e-02, eta: 1 day, 12:09:47, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.4274, loss: 2.4274, grad_norm: 5.6254 2020-09-12 19:51:09,963 - mmaction - INFO - Epoch [7][2100/2640] lr: 1.000e-02, eta: 1 day, 12:09:03, time: 0.972, data_time: 0.303, memory: 7069, top1_acc: 0.4141, top5_acc: 0.7102, loss_cls: 2.4267, loss: 2.4267, grad_norm: 5.8410 2020-09-12 19:51:29,134 - mmaction - INFO - Epoch [7][2120/2640] lr: 1.000e-02, eta: 1 day, 12:08:16, time: 0.955, data_time: 0.289, memory: 7069, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.6810 2020-09-12 19:51:47,871 - mmaction - INFO - Epoch [7][2140/2640] lr: 1.000e-02, eta: 1 day, 12:07:28, time: 0.941, data_time: 0.041, memory: 7069, top1_acc: 0.4273, top5_acc: 0.6969, loss_cls: 2.3852, loss: 2.3852, grad_norm: 5.7604 2020-09-12 19:52:07,227 - mmaction - INFO - Epoch [7][2160/2640] lr: 1.000e-02, eta: 1 day, 12:06:43, time: 0.967, data_time: 0.313, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.4132, loss: 2.4132, grad_norm: 5.7494 2020-09-12 19:52:26,329 - mmaction - INFO - Epoch [7][2180/2640] lr: 1.000e-02, eta: 1 day, 12:05:57, time: 0.954, data_time: 0.330, memory: 7069, top1_acc: 0.4156, top5_acc: 0.7063, loss_cls: 2.3598, loss: 2.3598, grad_norm: 6.1264 2020-09-12 19:52:46,762 - mmaction - INFO - Epoch [7][2200/2640] lr: 1.000e-02, eta: 1 day, 12:05:19, time: 1.018, data_time: 0.139, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6906, loss_cls: 2.4539, loss: 2.4539, grad_norm: 6.2443 2020-09-12 19:53:05,913 - mmaction - INFO - Epoch [7][2220/2640] lr: 1.000e-02, eta: 1 day, 12:04:34, time: 0.962, data_time: 0.143, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.8867 2020-09-12 19:53:26,828 - mmaction - INFO - Epoch [7][2240/2640] lr: 1.000e-02, eta: 1 day, 12:03:59, time: 1.042, data_time: 0.006, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7023, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.9274 2020-09-12 19:53:46,412 - mmaction - INFO - Epoch [7][2260/2640] lr: 1.000e-02, eta: 1 day, 12:03:16, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4000, top5_acc: 0.6703, loss_cls: 2.5005, loss: 2.5005, grad_norm: 5.5882 2020-09-12 19:54:06,296 - mmaction - INFO - Epoch [7][2280/2640] lr: 1.000e-02, eta: 1 day, 12:02:34, time: 0.991, data_time: 0.143, memory: 7069, top1_acc: 0.3906, top5_acc: 0.6766, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.7758 2020-09-12 19:54:26,024 - mmaction - INFO - Epoch [7][2300/2640] lr: 1.000e-02, eta: 1 day, 12:01:53, time: 0.990, data_time: 0.101, memory: 7069, top1_acc: 0.4227, top5_acc: 0.6969, loss_cls: 2.4169, loss: 2.4169, grad_norm: 5.9245 2020-09-12 19:54:45,279 - mmaction - INFO - Epoch [7][2320/2640] lr: 1.000e-02, eta: 1 day, 12:01:08, time: 0.960, data_time: 0.033, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6945, loss_cls: 2.4317, loss: 2.4317, grad_norm: 5.9003 2020-09-12 19:55:03,356 - mmaction - INFO - Epoch [7][2340/2640] lr: 1.000e-02, eta: 1 day, 12:00:16, time: 0.906, data_time: 0.033, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7070, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.6497 2020-09-12 19:55:23,218 - mmaction - INFO - Epoch [7][2360/2640] lr: 1.000e-02, eta: 1 day, 11:59:35, time: 0.994, data_time: 0.044, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.7074 2020-09-12 19:55:43,763 - mmaction - INFO - Epoch [7][2380/2640] lr: 1.000e-02, eta: 1 day, 11:58:58, time: 1.023, data_time: 0.007, memory: 7069, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.8655 2020-09-12 19:56:01,496 - mmaction - INFO - Epoch [7][2400/2640] lr: 1.000e-02, eta: 1 day, 11:58:04, time: 0.891, data_time: 0.007, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6945, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.7101 2020-09-12 19:56:20,566 - mmaction - INFO - Epoch [7][2420/2640] lr: 1.000e-02, eta: 1 day, 11:57:18, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7047, loss_cls: 2.3637, loss: 2.3637, grad_norm: 5.9515 2020-09-12 19:56:39,027 - mmaction - INFO - Epoch [7][2440/2640] lr: 1.000e-02, eta: 1 day, 11:56:29, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.4328, top5_acc: 0.6937, loss_cls: 2.3705, loss: 2.3705, grad_norm: 5.9683 2020-09-12 19:57:00,660 - mmaction - INFO - Epoch [7][2460/2640] lr: 1.000e-02, eta: 1 day, 11:55:59, time: 1.081, data_time: 0.006, memory: 7069, top1_acc: 0.4023, top5_acc: 0.6805, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.9001 2020-09-12 19:57:19,108 - mmaction - INFO - Epoch [7][2480/2640] lr: 1.000e-02, eta: 1 day, 11:55:09, time: 0.923, data_time: 0.004, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6984, loss_cls: 2.4486, loss: 2.4486, grad_norm: 5.6855 2020-09-12 19:57:37,471 - mmaction - INFO - Epoch [7][2500/2640] lr: 1.000e-02, eta: 1 day, 11:54:19, time: 0.915, data_time: 0.006, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6945, loss_cls: 2.4084, loss: 2.4084, grad_norm: 5.7435 2020-09-12 19:57:57,463 - mmaction - INFO - Epoch [7][2520/2640] lr: 1.000e-02, eta: 1 day, 11:53:40, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7023, loss_cls: 2.3781, loss: 2.3781, grad_norm: 5.9614 2020-09-12 19:58:15,661 - mmaction - INFO - Epoch [7][2540/2640] lr: 1.000e-02, eta: 1 day, 11:52:49, time: 0.910, data_time: 0.007, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6969, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.9965 2020-09-12 19:58:37,064 - mmaction - INFO - Epoch [7][2560/2640] lr: 1.000e-02, eta: 1 day, 11:52:18, time: 1.070, data_time: 0.002, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6875, loss_cls: 2.4384, loss: 2.4384, grad_norm: 6.2199 2020-09-12 19:58:55,757 - mmaction - INFO - Epoch [7][2580/2640] lr: 1.000e-02, eta: 1 day, 11:51:30, time: 0.930, data_time: 0.005, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6773, loss_cls: 2.4921, loss: 2.4921, grad_norm: 5.9509 2020-09-12 19:59:15,328 - mmaction - INFO - Epoch [7][2600/2640] lr: 1.000e-02, eta: 1 day, 11:50:48, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.4070, top5_acc: 0.6945, loss_cls: 2.4182, loss: 2.4182, grad_norm: 5.9248 2020-09-12 19:59:35,307 - mmaction - INFO - Epoch [7][2620/2640] lr: 1.000e-02, eta: 1 day, 11:50:08, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.4629, loss: 2.4629, grad_norm: 5.8623 2020-09-12 19:59:52,108 - mmaction - INFO - Epoch [7][2640/2640] lr: 1.000e-02, eta: 1 day, 11:49:09, time: 0.845, data_time: 0.007, memory: 7069, top1_acc: 0.4097, top5_acc: 0.6847, loss_cls: 2.4560, loss: 2.4560, grad_norm: 5.9547 2020-09-12 20:00:11,402 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-09-12 20:07:50,677 - mmaction - INFO - Epoch [8][20/2640] lr: 1.000e-02, eta: 1 day, 12:33:05, time: 22.799, data_time: 21.622, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7156, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.8414 2020-09-12 20:08:09,925 - mmaction - INFO - Epoch [8][40/2640] lr: 1.000e-02, eta: 1 day, 12:32:19, time: 0.975, data_time: 0.046, memory: 7069, top1_acc: 0.4203, top5_acc: 0.7195, loss_cls: 2.3187, loss: 2.3187, grad_norm: 5.9493 2020-09-12 20:08:30,168 - mmaction - INFO - Epoch [8][60/2640] lr: 1.000e-02, eta: 1 day, 12:31:38, time: 1.012, data_time: 0.003, memory: 7069, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.3878, loss: 2.3878, grad_norm: 6.2049 2020-09-12 20:08:50,438 - mmaction - INFO - Epoch [8][80/2640] lr: 1.000e-02, eta: 1 day, 12:30:56, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6875, loss_cls: 2.4910, loss: 2.4910, grad_norm: 5.8410 2020-09-12 20:09:08,722 - mmaction - INFO - Epoch [8][100/2640] lr: 1.000e-02, eta: 1 day, 12:30:04, time: 0.919, data_time: 0.009, memory: 7069, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4005, loss: 2.4005, grad_norm: 5.9456 2020-09-12 20:09:28,505 - mmaction - INFO - Epoch [8][120/2640] lr: 1.000e-02, eta: 1 day, 12:29:20, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7102, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.8363 2020-09-12 20:09:48,025 - mmaction - INFO - Epoch [8][140/2640] lr: 1.000e-02, eta: 1 day, 12:28:35, time: 0.978, data_time: 0.004, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7086, loss_cls: 2.3964, loss: 2.3964, grad_norm: 5.9695 2020-09-12 20:10:07,325 - mmaction - INFO - Epoch [8][160/2640] lr: 1.000e-02, eta: 1 day, 12:27:47, time: 0.954, data_time: 0.005, memory: 7069, top1_acc: 0.4086, top5_acc: 0.6867, loss_cls: 2.4971, loss: 2.4971, grad_norm: 5.8632 2020-09-12 20:10:27,190 - mmaction - INFO - Epoch [8][180/2640] lr: 1.000e-02, eta: 1 day, 12:27:05, time: 1.004, data_time: 0.014, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7148, loss_cls: 2.3501, loss: 2.3501, grad_norm: 6.0256 2020-09-12 20:10:46,790 - mmaction - INFO - Epoch [8][200/2640] lr: 1.000e-02, eta: 1 day, 12:26:19, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7242, loss_cls: 2.2763, loss: 2.2763, grad_norm: 5.8592 2020-09-12 20:11:06,245 - mmaction - INFO - Epoch [8][220/2640] lr: 1.000e-02, eta: 1 day, 12:25:35, time: 0.978, data_time: 0.056, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.3596, loss: 2.3596, grad_norm: 5.9171 2020-09-12 20:11:26,537 - mmaction - INFO - Epoch [8][240/2640] lr: 1.000e-02, eta: 1 day, 12:24:53, time: 1.008, data_time: 0.281, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6898, loss_cls: 2.4161, loss: 2.4161, grad_norm: 6.2373 2020-09-12 20:11:45,355 - mmaction - INFO - Epoch [8][260/2640] lr: 1.000e-02, eta: 1 day, 12:24:05, time: 0.947, data_time: 0.363, memory: 7069, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.4252, loss: 2.4252, grad_norm: 6.0350 2020-09-12 20:12:05,687 - mmaction - INFO - Epoch [8][280/2640] lr: 1.000e-02, eta: 1 day, 12:23:24, time: 1.011, data_time: 0.356, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.7627 2020-09-12 20:12:24,973 - mmaction - INFO - Epoch [8][300/2640] lr: 1.000e-02, eta: 1 day, 12:22:38, time: 0.970, data_time: 0.385, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7188, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.9930 2020-09-12 20:12:43,908 - mmaction - INFO - Epoch [8][320/2640] lr: 1.000e-02, eta: 1 day, 12:21:50, time: 0.947, data_time: 0.187, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7070, loss_cls: 2.3642, loss: 2.3642, grad_norm: 5.8582 2020-09-12 20:13:03,758 - mmaction - INFO - Epoch [8][340/2640] lr: 1.000e-02, eta: 1 day, 12:21:07, time: 0.990, data_time: 0.059, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7203, loss_cls: 2.3061, loss: 2.3061, grad_norm: 6.3416 2020-09-12 20:13:23,535 - mmaction - INFO - Epoch [8][360/2640] lr: 1.000e-02, eta: 1 day, 12:20:23, time: 0.986, data_time: 0.027, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6945, loss_cls: 2.4274, loss: 2.4274, grad_norm: 6.0561 2020-09-12 20:13:43,280 - mmaction - INFO - Epoch [8][380/2640] lr: 1.000e-02, eta: 1 day, 12:19:40, time: 0.992, data_time: 0.185, memory: 7069, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4231, loss: 2.4231, grad_norm: 5.7764 2020-09-12 20:14:03,096 - mmaction - INFO - Epoch [8][400/2640] lr: 1.000e-02, eta: 1 day, 12:18:57, time: 0.990, data_time: 0.018, memory: 7069, top1_acc: 0.4172, top5_acc: 0.6984, loss_cls: 2.4119, loss: 2.4119, grad_norm: 6.0335 2020-09-12 20:14:22,703 - mmaction - INFO - Epoch [8][420/2640] lr: 1.000e-02, eta: 1 day, 12:18:13, time: 0.982, data_time: 0.004, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7008, loss_cls: 2.3562, loss: 2.3562, grad_norm: 6.0658 2020-09-12 20:14:42,714 - mmaction - INFO - Epoch [8][440/2640] lr: 1.000e-02, eta: 1 day, 12:17:32, time: 0.999, data_time: 0.002, memory: 7069, top1_acc: 0.4062, top5_acc: 0.6867, loss_cls: 2.4570, loss: 2.4570, grad_norm: 5.9361 2020-09-12 20:15:01,404 - mmaction - INFO - Epoch [8][460/2640] lr: 1.000e-02, eta: 1 day, 12:16:41, time: 0.928, data_time: 0.006, memory: 7069, top1_acc: 0.4102, top5_acc: 0.7000, loss_cls: 2.4058, loss: 2.4058, grad_norm: 5.7461 2020-09-12 20:15:19,430 - mmaction - INFO - Epoch [8][480/2640] lr: 1.000e-02, eta: 1 day, 12:15:49, time: 0.909, data_time: 0.010, memory: 7069, top1_acc: 0.4242, top5_acc: 0.7086, loss_cls: 2.3851, loss: 2.3851, grad_norm: 6.2453 2020-09-12 20:15:39,138 - mmaction - INFO - Epoch [8][500/2640] lr: 1.000e-02, eta: 1 day, 12:15:05, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6836, loss_cls: 2.4707, loss: 2.4707, grad_norm: 6.1069 2020-09-12 20:15:59,137 - mmaction - INFO - Epoch [8][520/2640] lr: 1.000e-02, eta: 1 day, 12:14:24, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.4164, top5_acc: 0.7070, loss_cls: 2.3486, loss: 2.3486, grad_norm: 6.1829 2020-09-12 20:16:17,922 - mmaction - INFO - Epoch [8][540/2640] lr: 1.000e-02, eta: 1 day, 12:13:35, time: 0.935, data_time: 0.005, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6914, loss_cls: 2.3483, loss: 2.3483, grad_norm: 6.1087 2020-09-12 20:16:37,548 - mmaction - INFO - Epoch [8][560/2640] lr: 1.000e-02, eta: 1 day, 12:12:52, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.4234, top5_acc: 0.7016, loss_cls: 2.3769, loss: 2.3769, grad_norm: 5.8982 2020-09-12 20:16:58,255 - mmaction - INFO - Epoch [8][580/2640] lr: 1.000e-02, eta: 1 day, 12:12:14, time: 1.034, data_time: 0.006, memory: 7069, top1_acc: 0.4398, top5_acc: 0.6992, loss_cls: 2.3638, loss: 2.3638, grad_norm: 5.9264 2020-09-12 20:17:16,187 - mmaction - INFO - Epoch [8][600/2640] lr: 1.000e-02, eta: 1 day, 12:11:21, time: 0.898, data_time: 0.004, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6836, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.9368 2020-09-12 20:17:35,626 - mmaction - INFO - Epoch [8][620/2640] lr: 1.000e-02, eta: 1 day, 12:10:36, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7000, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.9403 2020-09-12 20:17:55,808 - mmaction - INFO - Epoch [8][640/2640] lr: 1.000e-02, eta: 1 day, 12:09:56, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7078, loss_cls: 2.3755, loss: 2.3755, grad_norm: 6.2170 2020-09-12 20:18:15,024 - mmaction - INFO - Epoch [8][660/2640] lr: 1.000e-02, eta: 1 day, 12:09:10, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.3128, loss: 2.3128, grad_norm: 5.9571 2020-09-12 20:18:34,593 - mmaction - INFO - Epoch [8][680/2640] lr: 1.000e-02, eta: 1 day, 12:08:27, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.4297, top5_acc: 0.7102, loss_cls: 2.3605, loss: 2.3605, grad_norm: 5.9961 2020-09-12 20:18:54,652 - mmaction - INFO - Epoch [8][700/2640] lr: 1.000e-02, eta: 1 day, 12:07:46, time: 0.998, data_time: 0.036, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.9834 2020-09-12 20:19:13,495 - mmaction - INFO - Epoch [8][720/2640] lr: 1.000e-02, eta: 1 day, 12:06:58, time: 0.946, data_time: 0.008, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6953, loss_cls: 2.4292, loss: 2.4292, grad_norm: 5.9084 2020-09-12 20:19:32,839 - mmaction - INFO - Epoch [8][740/2640] lr: 1.000e-02, eta: 1 day, 12:06:13, time: 0.963, data_time: 0.079, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7055, loss_cls: 2.3931, loss: 2.3931, grad_norm: 5.9206 2020-09-12 20:19:52,021 - mmaction - INFO - Epoch [8][760/2640] lr: 1.000e-02, eta: 1 day, 12:05:28, time: 0.964, data_time: 0.122, memory: 7069, top1_acc: 0.4016, top5_acc: 0.6906, loss_cls: 2.4418, loss: 2.4418, grad_norm: 6.0711 2020-09-12 20:20:12,827 - mmaction - INFO - Epoch [8][780/2640] lr: 1.000e-02, eta: 1 day, 12:04:51, time: 1.036, data_time: 0.047, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6922, loss_cls: 2.3880, loss: 2.3880, grad_norm: 5.9806 2020-09-12 20:20:32,598 - mmaction - INFO - Epoch [8][800/2640] lr: 1.000e-02, eta: 1 day, 12:04:10, time: 0.992, data_time: 0.009, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6875, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.6885 2020-09-12 20:20:51,089 - mmaction - INFO - Epoch [8][820/2640] lr: 1.000e-02, eta: 1 day, 12:03:20, time: 0.925, data_time: 0.006, memory: 7069, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.4469, loss: 2.4469, grad_norm: 6.1503 2020-09-12 20:21:11,665 - mmaction - INFO - Epoch [8][840/2640] lr: 1.000e-02, eta: 1 day, 12:02:43, time: 1.029, data_time: 0.003, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7055, loss_cls: 2.3747, loss: 2.3747, grad_norm: 5.7533 2020-09-12 20:21:30,985 - mmaction - INFO - Epoch [8][860/2640] lr: 1.000e-02, eta: 1 day, 12:01:58, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.4211, top5_acc: 0.7016, loss_cls: 2.4064, loss: 2.4064, grad_norm: 6.1317 2020-09-12 20:21:50,850 - mmaction - INFO - Epoch [8][880/2640] lr: 1.000e-02, eta: 1 day, 12:01:16, time: 0.994, data_time: 0.003, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6914, loss_cls: 2.4227, loss: 2.4227, grad_norm: 5.8867 2020-09-12 20:22:10,117 - mmaction - INFO - Epoch [8][900/2640] lr: 1.000e-02, eta: 1 day, 12:00:31, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6766, loss_cls: 2.4769, loss: 2.4769, grad_norm: 5.8767 2020-09-12 20:22:29,069 - mmaction - INFO - Epoch [8][920/2640] lr: 1.000e-02, eta: 1 day, 11:59:45, time: 0.952, data_time: 0.009, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.3994, loss: 2.3994, grad_norm: 5.9522 2020-09-12 20:22:48,702 - mmaction - INFO - Epoch [8][940/2640] lr: 1.000e-02, eta: 1 day, 11:59:02, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7133, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.7903 2020-09-12 20:23:08,120 - mmaction - INFO - Epoch [8][960/2640] lr: 1.000e-02, eta: 1 day, 11:58:18, time: 0.971, data_time: 0.003, memory: 7069, top1_acc: 0.4203, top5_acc: 0.7031, loss_cls: 2.3445, loss: 2.3445, grad_norm: 6.0954 2020-09-12 20:23:27,980 - mmaction - INFO - Epoch [8][980/2640] lr: 1.000e-02, eta: 1 day, 11:57:37, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.9023 2020-09-12 20:23:46,277 - mmaction - INFO - Epoch [8][1000/2640] lr: 1.000e-02, eta: 1 day, 11:56:47, time: 0.915, data_time: 0.004, memory: 7069, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.3837, loss: 2.3837, grad_norm: 6.0124 2020-09-12 20:24:07,946 - mmaction - INFO - Epoch [8][1020/2640] lr: 1.000e-02, eta: 1 day, 11:56:16, time: 1.083, data_time: 0.006, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6734, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.9924 2020-09-12 20:24:25,014 - mmaction - INFO - Epoch [8][1040/2640] lr: 1.000e-02, eta: 1 day, 11:55:19, time: 0.855, data_time: 0.004, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6930, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.7443 2020-09-12 20:24:45,151 - mmaction - INFO - Epoch [8][1060/2640] lr: 1.000e-02, eta: 1 day, 11:54:39, time: 1.000, data_time: 0.033, memory: 7069, top1_acc: 0.4516, top5_acc: 0.6930, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.8136 2020-09-12 20:25:04,245 - mmaction - INFO - Epoch [8][1080/2640] lr: 1.000e-02, eta: 1 day, 11:53:54, time: 0.960, data_time: 0.018, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7078, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.7467 2020-09-12 20:25:23,829 - mmaction - INFO - Epoch [8][1100/2640] lr: 1.000e-02, eta: 1 day, 11:53:12, time: 0.980, data_time: 0.044, memory: 7069, top1_acc: 0.4141, top5_acc: 0.7070, loss_cls: 2.4259, loss: 2.4259, grad_norm: 6.1399 2020-09-12 20:25:44,742 - mmaction - INFO - Epoch [8][1120/2640] lr: 1.000e-02, eta: 1 day, 11:52:36, time: 1.041, data_time: 0.026, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7172, loss_cls: 2.3028, loss: 2.3028, grad_norm: 5.8039 2020-09-12 20:26:04,003 - mmaction - INFO - Epoch [8][1140/2640] lr: 1.000e-02, eta: 1 day, 11:51:53, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.3210, loss: 2.3210, grad_norm: 5.7894 2020-09-12 20:26:24,140 - mmaction - INFO - Epoch [8][1160/2640] lr: 1.000e-02, eta: 1 day, 11:51:13, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6969, loss_cls: 2.4186, loss: 2.4186, grad_norm: 5.9258 2020-09-12 20:26:42,663 - mmaction - INFO - Epoch [8][1180/2640] lr: 1.000e-02, eta: 1 day, 11:50:25, time: 0.927, data_time: 0.003, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7023, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.9475 2020-09-12 20:27:02,608 - mmaction - INFO - Epoch [8][1200/2640] lr: 1.000e-02, eta: 1 day, 11:49:44, time: 0.993, data_time: 0.005, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7164, loss_cls: 2.2938, loss: 2.2938, grad_norm: 5.6999 2020-09-12 20:27:22,155 - mmaction - INFO - Epoch [8][1220/2640] lr: 1.000e-02, eta: 1 day, 11:49:02, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4031, top5_acc: 0.6852, loss_cls: 2.4364, loss: 2.4364, grad_norm: 5.9828 2020-09-12 20:27:41,919 - mmaction - INFO - Epoch [8][1240/2640] lr: 1.000e-02, eta: 1 day, 11:48:20, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.3196, loss: 2.3196, grad_norm: 5.6188 2020-09-12 20:28:02,246 - mmaction - INFO - Epoch [8][1260/2640] lr: 1.000e-02, eta: 1 day, 11:47:43, time: 1.023, data_time: 0.009, memory: 7069, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.3464, loss: 2.3464, grad_norm: 5.8658 2020-09-12 20:28:22,653 - mmaction - INFO - Epoch [8][1280/2640] lr: 1.000e-02, eta: 1 day, 11:47:05, time: 1.015, data_time: 0.005, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.7887 2020-09-12 20:28:40,050 - mmaction - INFO - Epoch [8][1300/2640] lr: 1.000e-02, eta: 1 day, 11:46:11, time: 0.875, data_time: 0.008, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6914, loss_cls: 2.3744, loss: 2.3744, grad_norm: 5.8546 2020-09-12 20:29:01,682 - mmaction - INFO - Epoch [8][1320/2640] lr: 1.000e-02, eta: 1 day, 11:45:41, time: 1.079, data_time: 0.007, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.9040 2020-09-12 20:29:20,341 - mmaction - INFO - Epoch [8][1340/2640] lr: 1.000e-02, eta: 1 day, 11:44:53, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6898, loss_cls: 2.4169, loss: 2.4169, grad_norm: 5.8802 2020-09-12 20:29:39,466 - mmaction - INFO - Epoch [8][1360/2640] lr: 1.000e-02, eta: 1 day, 11:44:08, time: 0.952, data_time: 0.008, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6984, loss_cls: 2.4350, loss: 2.4350, grad_norm: 6.1379 2020-09-12 20:29:59,021 - mmaction - INFO - Epoch [8][1380/2640] lr: 1.000e-02, eta: 1 day, 11:43:27, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4164, top5_acc: 0.7023, loss_cls: 2.4079, loss: 2.4079, grad_norm: 5.6695 2020-09-12 20:30:17,608 - mmaction - INFO - Epoch [8][1400/2640] lr: 1.000e-02, eta: 1 day, 11:42:39, time: 0.927, data_time: 0.012, memory: 7069, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.3882, loss: 2.3882, grad_norm: 5.7559 2020-09-12 20:30:37,646 - mmaction - INFO - Epoch [8][1420/2640] lr: 1.000e-02, eta: 1 day, 11:42:00, time: 1.006, data_time: 0.284, memory: 7069, top1_acc: 0.4242, top5_acc: 0.7148, loss_cls: 2.4054, loss: 2.4054, grad_norm: 6.0022 2020-09-12 20:30:56,937 - mmaction - INFO - Epoch [8][1440/2640] lr: 1.000e-02, eta: 1 day, 11:41:17, time: 0.965, data_time: 0.208, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3384, loss: 2.3384, grad_norm: 5.6423 2020-09-12 20:31:17,649 - mmaction - INFO - Epoch [8][1460/2640] lr: 1.000e-02, eta: 1 day, 11:40:42, time: 1.035, data_time: 0.443, memory: 7069, top1_acc: 0.4109, top5_acc: 0.6875, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.9137 2020-09-12 20:31:37,253 - mmaction - INFO - Epoch [8][1480/2640] lr: 1.000e-02, eta: 1 day, 11:39:59, time: 0.976, data_time: 0.383, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.3491, loss: 2.3491, grad_norm: 5.7110 2020-09-12 20:31:55,567 - mmaction - INFO - Epoch [8][1500/2640] lr: 1.000e-02, eta: 1 day, 11:39:11, time: 0.920, data_time: 0.323, memory: 7069, top1_acc: 0.4047, top5_acc: 0.6664, loss_cls: 2.5166, loss: 2.5166, grad_norm: 5.8150 2020-09-12 20:32:13,918 - mmaction - INFO - Epoch [8][1520/2640] lr: 1.000e-02, eta: 1 day, 11:38:23, time: 0.918, data_time: 0.329, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7016, loss_cls: 2.3817, loss: 2.3817, grad_norm: 5.8349 2020-09-12 20:32:34,552 - mmaction - INFO - Epoch [8][1540/2640] lr: 1.000e-02, eta: 1 day, 11:37:47, time: 1.032, data_time: 0.409, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7141, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.7062 2020-09-12 20:32:54,895 - mmaction - INFO - Epoch [8][1560/2640] lr: 1.000e-02, eta: 1 day, 11:37:09, time: 1.013, data_time: 0.425, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6977, loss_cls: 2.4063, loss: 2.4063, grad_norm: 6.2184 2020-09-12 20:33:14,614 - mmaction - INFO - Epoch [8][1580/2640] lr: 1.000e-02, eta: 1 day, 11:36:29, time: 0.990, data_time: 0.399, memory: 7069, top1_acc: 0.4055, top5_acc: 0.6883, loss_cls: 2.4271, loss: 2.4271, grad_norm: 5.6955 2020-09-12 20:33:35,220 - mmaction - INFO - Epoch [8][1600/2640] lr: 1.000e-02, eta: 1 day, 11:35:53, time: 1.025, data_time: 0.431, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.3739, loss: 2.3739, grad_norm: 6.1024 2020-09-12 20:33:53,943 - mmaction - INFO - Epoch [8][1620/2640] lr: 1.000e-02, eta: 1 day, 11:35:07, time: 0.940, data_time: 0.350, memory: 7069, top1_acc: 0.4180, top5_acc: 0.7016, loss_cls: 2.3998, loss: 2.3998, grad_norm: 6.0154 2020-09-12 20:34:12,425 - mmaction - INFO - Epoch [8][1640/2640] lr: 1.000e-02, eta: 1 day, 11:34:19, time: 0.919, data_time: 0.078, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6945, loss_cls: 2.4268, loss: 2.4268, grad_norm: 5.4804 2020-09-12 20:34:32,972 - mmaction - INFO - Epoch [8][1660/2640] lr: 1.000e-02, eta: 1 day, 11:33:44, time: 1.034, data_time: 0.036, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6992, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.8954 2020-09-12 20:34:52,344 - mmaction - INFO - Epoch [8][1680/2640] lr: 1.000e-02, eta: 1 day, 11:33:01, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.7301 2020-09-12 20:35:11,171 - mmaction - INFO - Epoch [8][1700/2640] lr: 1.000e-02, eta: 1 day, 11:32:16, time: 0.945, data_time: 0.008, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7102, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.7884 2020-09-12 20:35:30,193 - mmaction - INFO - Epoch [8][1720/2640] lr: 1.000e-02, eta: 1 day, 11:31:31, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.3203, loss: 2.3203, grad_norm: 6.0980 2020-09-12 20:35:50,390 - mmaction - INFO - Epoch [8][1740/2640] lr: 1.000e-02, eta: 1 day, 11:30:54, time: 1.015, data_time: 0.109, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6750, loss_cls: 2.4745, loss: 2.4745, grad_norm: 5.8718 2020-09-12 20:36:10,844 - mmaction - INFO - Epoch [8][1760/2640] lr: 1.000e-02, eta: 1 day, 11:30:17, time: 1.017, data_time: 0.375, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6945, loss_cls: 2.4456, loss: 2.4456, grad_norm: 5.7053 2020-09-12 20:36:30,416 - mmaction - INFO - Epoch [8][1780/2640] lr: 1.000e-02, eta: 1 day, 11:29:37, time: 0.984, data_time: 0.396, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.3711, loss: 2.3711, grad_norm: 5.8436 2020-09-12 20:36:48,159 - mmaction - INFO - Epoch [8][1800/2640] lr: 1.000e-02, eta: 1 day, 11:28:45, time: 0.884, data_time: 0.293, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.7513 2020-09-12 20:37:07,248 - mmaction - INFO - Epoch [8][1820/2640] lr: 1.000e-02, eta: 1 day, 11:28:02, time: 0.959, data_time: 0.208, memory: 7069, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.7892 2020-09-12 20:37:27,909 - mmaction - INFO - Epoch [8][1840/2640] lr: 1.000e-02, eta: 1 day, 11:27:27, time: 1.028, data_time: 0.012, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.8152 2020-09-12 20:37:46,621 - mmaction - INFO - Epoch [8][1860/2640] lr: 1.000e-02, eta: 1 day, 11:26:41, time: 0.941, data_time: 0.027, memory: 7069, top1_acc: 0.4313, top5_acc: 0.7109, loss_cls: 2.3164, loss: 2.3164, grad_norm: 6.0970 2020-09-12 20:38:07,423 - mmaction - INFO - Epoch [8][1880/2640] lr: 1.000e-02, eta: 1 day, 11:26:07, time: 1.038, data_time: 0.130, memory: 7069, top1_acc: 0.4039, top5_acc: 0.6867, loss_cls: 2.4577, loss: 2.4577, grad_norm: 6.1542 2020-09-12 20:38:27,220 - mmaction - INFO - Epoch [8][1900/2640] lr: 1.000e-02, eta: 1 day, 11:25:28, time: 0.992, data_time: 0.027, memory: 7069, top1_acc: 0.4133, top5_acc: 0.6945, loss_cls: 2.4552, loss: 2.4552, grad_norm: 5.8496 2020-09-12 20:38:47,223 - mmaction - INFO - Epoch [8][1920/2640] lr: 1.000e-02, eta: 1 day, 11:24:49, time: 0.995, data_time: 0.053, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7117, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.8764 2020-09-12 20:39:06,678 - mmaction - INFO - Epoch [8][1940/2640] lr: 1.000e-02, eta: 1 day, 11:24:08, time: 0.979, data_time: 0.009, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7031, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.8491 2020-09-12 20:39:25,530 - mmaction - INFO - Epoch [8][1960/2640] lr: 1.000e-02, eta: 1 day, 11:23:23, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7109, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.8779 2020-09-12 20:39:46,043 - mmaction - INFO - Epoch [8][1980/2640] lr: 1.000e-02, eta: 1 day, 11:22:48, time: 1.026, data_time: 0.004, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7070, loss_cls: 2.3652, loss: 2.3652, grad_norm: 6.0178 2020-09-12 20:40:03,314 - mmaction - INFO - Epoch [8][2000/2640] lr: 1.000e-02, eta: 1 day, 11:21:55, time: 0.865, data_time: 0.006, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6867, loss_cls: 2.4912, loss: 2.4912, grad_norm: 5.7212 2020-09-12 20:40:23,406 - mmaction - INFO - Epoch [8][2020/2640] lr: 1.000e-02, eta: 1 day, 11:21:17, time: 1.003, data_time: 0.002, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7023, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.8640 2020-09-12 20:40:43,912 - mmaction - INFO - Epoch [8][2040/2640] lr: 1.000e-02, eta: 1 day, 11:20:41, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.3568, loss: 2.3568, grad_norm: 5.8235 2020-09-12 20:41:03,354 - mmaction - INFO - Epoch [8][2060/2640] lr: 1.000e-02, eta: 1 day, 11:20:00, time: 0.978, data_time: 0.009, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.3082, loss: 2.3082, grad_norm: 5.8026 2020-09-12 20:41:22,495 - mmaction - INFO - Epoch [8][2080/2640] lr: 1.000e-02, eta: 1 day, 11:19:17, time: 0.952, data_time: 0.006, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.6787 2020-09-12 20:41:43,030 - mmaction - INFO - Epoch [8][2100/2640] lr: 1.000e-02, eta: 1 day, 11:18:42, time: 1.031, data_time: 0.008, memory: 7069, top1_acc: 0.4148, top5_acc: 0.6883, loss_cls: 2.4302, loss: 2.4302, grad_norm: 6.1110 2020-09-12 20:42:03,070 - mmaction - INFO - Epoch [8][2120/2640] lr: 1.000e-02, eta: 1 day, 11:18:04, time: 1.002, data_time: 0.010, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.2945, loss: 2.2945, grad_norm: 5.8750 2020-09-12 20:42:20,800 - mmaction - INFO - Epoch [8][2140/2640] lr: 1.000e-02, eta: 1 day, 11:17:14, time: 0.887, data_time: 0.131, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6914, loss_cls: 2.3747, loss: 2.3747, grad_norm: 6.0612 2020-09-12 20:42:41,485 - mmaction - INFO - Epoch [8][2160/2640] lr: 1.000e-02, eta: 1 day, 11:16:40, time: 1.036, data_time: 0.179, memory: 7069, top1_acc: 0.4047, top5_acc: 0.7086, loss_cls: 2.4443, loss: 2.4443, grad_norm: 5.8828 2020-09-12 20:43:01,886 - mmaction - INFO - Epoch [8][2180/2640] lr: 1.000e-02, eta: 1 day, 11:16:04, time: 1.019, data_time: 0.038, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.3489, loss: 2.3489, grad_norm: 5.8221 2020-09-12 20:43:21,191 - mmaction - INFO - Epoch [8][2200/2640] lr: 1.000e-02, eta: 1 day, 11:15:22, time: 0.965, data_time: 0.028, memory: 7069, top1_acc: 0.4156, top5_acc: 0.6859, loss_cls: 2.4375, loss: 2.4375, grad_norm: 5.8617 2020-09-12 20:43:40,681 - mmaction - INFO - Epoch [8][2220/2640] lr: 1.000e-02, eta: 1 day, 11:14:42, time: 0.975, data_time: 0.010, memory: 7069, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.4268, loss: 2.4268, grad_norm: 6.3103 2020-09-12 20:43:59,640 - mmaction - INFO - Epoch [8][2240/2640] lr: 1.000e-02, eta: 1 day, 11:13:58, time: 0.947, data_time: 0.267, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7023, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.6679 2020-09-12 20:44:18,822 - mmaction - INFO - Epoch [8][2260/2640] lr: 1.000e-02, eta: 1 day, 11:13:16, time: 0.960, data_time: 0.181, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7078, loss_cls: 2.3316, loss: 2.3316, grad_norm: 5.8152 2020-09-12 20:44:38,925 - mmaction - INFO - Epoch [8][2280/2640] lr: 1.000e-02, eta: 1 day, 11:12:39, time: 1.004, data_time: 0.003, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7086, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.7262 2020-09-12 20:44:57,585 - mmaction - INFO - Epoch [8][2300/2640] lr: 1.000e-02, eta: 1 day, 11:11:54, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.3582, loss: 2.3582, grad_norm: 5.8965 2020-09-12 20:45:17,385 - mmaction - INFO - Epoch [8][2320/2640] lr: 1.000e-02, eta: 1 day, 11:11:15, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.3859, top5_acc: 0.6906, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.8014 2020-09-12 20:45:35,740 - mmaction - INFO - Epoch [8][2340/2640] lr: 1.000e-02, eta: 1 day, 11:10:29, time: 0.918, data_time: 0.048, memory: 7069, top1_acc: 0.4203, top5_acc: 0.7188, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.7938 2020-09-12 20:45:56,314 - mmaction - INFO - Epoch [8][2360/2640] lr: 1.000e-02, eta: 1 day, 11:09:54, time: 1.030, data_time: 0.014, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7039, loss_cls: 2.3682, loss: 2.3682, grad_norm: 5.8477 2020-09-12 20:46:15,611 - mmaction - INFO - Epoch [8][2380/2640] lr: 1.000e-02, eta: 1 day, 11:09:12, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7102, loss_cls: 2.3151, loss: 2.3151, grad_norm: 5.8368 2020-09-12 20:46:36,290 - mmaction - INFO - Epoch [8][2400/2640] lr: 1.000e-02, eta: 1 day, 11:08:39, time: 1.040, data_time: 0.008, memory: 7069, top1_acc: 0.4344, top5_acc: 0.7242, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.8783 2020-09-12 20:46:54,883 - mmaction - INFO - Epoch [8][2420/2640] lr: 1.000e-02, eta: 1 day, 11:07:54, time: 0.925, data_time: 0.006, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7031, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.8866 2020-09-12 20:47:14,253 - mmaction - INFO - Epoch [8][2440/2640] lr: 1.000e-02, eta: 1 day, 11:07:13, time: 0.972, data_time: 0.008, memory: 7069, top1_acc: 0.4344, top5_acc: 0.7070, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.8174 2020-09-12 20:47:34,084 - mmaction - INFO - Epoch [8][2460/2640] lr: 1.000e-02, eta: 1 day, 11:06:34, time: 0.987, data_time: 0.008, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6984, loss_cls: 2.4331, loss: 2.4331, grad_norm: 5.9789 2020-09-12 20:47:53,399 - mmaction - INFO - Epoch [8][2480/2640] lr: 1.000e-02, eta: 1 day, 11:05:54, time: 0.970, data_time: 0.009, memory: 7069, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.4432, loss: 2.4432, grad_norm: 5.8476 2020-09-12 20:48:12,976 - mmaction - INFO - Epoch [8][2500/2640] lr: 1.000e-02, eta: 1 day, 11:05:14, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7133, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.9261 2020-09-12 20:48:31,869 - mmaction - INFO - Epoch [8][2520/2640] lr: 1.000e-02, eta: 1 day, 11:04:31, time: 0.946, data_time: 0.004, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7125, loss_cls: 2.3062, loss: 2.3062, grad_norm: 5.9470 2020-09-12 20:48:51,527 - mmaction - INFO - Epoch [8][2540/2640] lr: 1.000e-02, eta: 1 day, 11:03:51, time: 0.977, data_time: 0.005, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7227, loss_cls: 2.2959, loss: 2.2959, grad_norm: 6.0175 2020-09-12 20:49:11,403 - mmaction - INFO - Epoch [8][2560/2640] lr: 1.000e-02, eta: 1 day, 11:03:14, time: 0.999, data_time: 0.009, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6883, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.9745 2020-09-12 20:49:29,282 - mmaction - INFO - Epoch [8][2580/2640] lr: 1.000e-02, eta: 1 day, 11:02:26, time: 0.893, data_time: 0.010, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7227, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.8895 2020-09-12 20:49:49,672 - mmaction - INFO - Epoch [8][2600/2640] lr: 1.000e-02, eta: 1 day, 11:01:51, time: 1.020, data_time: 0.004, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6914, loss_cls: 2.3798, loss: 2.3798, grad_norm: 5.7538 2020-09-12 20:50:09,876 - mmaction - INFO - Epoch [8][2620/2640] lr: 1.000e-02, eta: 1 day, 11:01:15, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.8522 2020-09-12 20:50:26,133 - mmaction - INFO - Epoch [8][2640/2640] lr: 1.000e-02, eta: 1 day, 11:00:18, time: 0.814, data_time: 0.003, memory: 7069, top1_acc: 0.4339, top5_acc: 0.6984, loss_cls: 2.3526, loss: 2.3526, grad_norm: 5.8713 2020-09-12 20:50:42,497 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-09-12 20:58:41,507 - mmaction - INFO - Epoch [9][20/2640] lr: 1.000e-02, eta: 1 day, 11:39:37, time: 23.851, data_time: 22.894, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3269, loss: 2.3269, grad_norm: 6.0082 2020-09-12 20:59:00,412 - mmaction - INFO - Epoch [9][40/2640] lr: 1.000e-02, eta: 1 day, 11:38:54, time: 0.966, data_time: 0.218, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7195, loss_cls: 2.2867, loss: 2.2867, grad_norm: 5.9373 2020-09-12 20:59:20,366 - mmaction - INFO - Epoch [9][60/2640] lr: 1.000e-02, eta: 1 day, 11:38:14, time: 0.997, data_time: 0.051, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7422, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.9606 2020-09-12 20:59:40,427 - mmaction - INFO - Epoch [9][80/2640] lr: 1.000e-02, eta: 1 day, 11:37:34, time: 0.998, data_time: 0.031, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3209, loss: 2.3209, grad_norm: 6.1548 2020-09-12 20:59:59,233 - mmaction - INFO - Epoch [9][100/2640] lr: 1.000e-02, eta: 1 day, 11:36:49, time: 0.946, data_time: 0.009, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7055, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.8399 2020-09-12 21:00:20,196 - mmaction - INFO - Epoch [9][120/2640] lr: 1.000e-02, eta: 1 day, 11:36:13, time: 1.034, data_time: 0.006, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7266, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.8727 2020-09-12 21:00:39,722 - mmaction - INFO - Epoch [9][140/2640] lr: 1.000e-02, eta: 1 day, 11:35:32, time: 0.980, data_time: 0.021, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7195, loss_cls: 2.3108, loss: 2.3108, grad_norm: 5.7921 2020-09-12 21:00:59,034 - mmaction - INFO - Epoch [9][160/2640] lr: 1.000e-02, eta: 1 day, 11:34:50, time: 0.976, data_time: 0.031, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7203, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.9703 2020-09-12 21:01:19,208 - mmaction - INFO - Epoch [9][180/2640] lr: 1.000e-02, eta: 1 day, 11:34:11, time: 1.010, data_time: 0.126, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7141, loss_cls: 2.3529, loss: 2.3529, grad_norm: 5.9666 2020-09-12 21:01:38,557 - mmaction - INFO - Epoch [9][200/2640] lr: 1.000e-02, eta: 1 day, 11:33:28, time: 0.963, data_time: 0.183, memory: 7069, top1_acc: 0.4266, top5_acc: 0.7008, loss_cls: 2.3914, loss: 2.3914, grad_norm: 5.9641 2020-09-12 21:01:58,900 - mmaction - INFO - Epoch [9][220/2640] lr: 1.000e-02, eta: 1 day, 11:32:51, time: 1.021, data_time: 0.252, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7086, loss_cls: 2.3239, loss: 2.3239, grad_norm: 5.8130 2020-09-12 21:02:19,239 - mmaction - INFO - Epoch [9][240/2640] lr: 1.000e-02, eta: 1 day, 11:32:13, time: 1.016, data_time: 0.392, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7039, loss_cls: 2.3400, loss: 2.3400, grad_norm: 5.8346 2020-09-12 21:02:38,490 - mmaction - INFO - Epoch [9][260/2640] lr: 1.000e-02, eta: 1 day, 11:31:30, time: 0.964, data_time: 0.375, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.9470 2020-09-12 21:02:58,055 - mmaction - INFO - Epoch [9][280/2640] lr: 1.000e-02, eta: 1 day, 11:30:48, time: 0.973, data_time: 0.387, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.3967, loss: 2.3967, grad_norm: 5.7682 2020-09-12 21:03:18,170 - mmaction - INFO - Epoch [9][300/2640] lr: 1.000e-02, eta: 1 day, 11:30:10, time: 1.011, data_time: 0.422, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.3196, loss: 2.3196, grad_norm: 5.9942 2020-09-12 21:03:37,862 - mmaction - INFO - Epoch [9][320/2640] lr: 1.000e-02, eta: 1 day, 11:29:29, time: 0.982, data_time: 0.361, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.3755, loss: 2.3755, grad_norm: 5.9597 2020-09-12 21:03:55,988 - mmaction - INFO - Epoch [9][340/2640] lr: 1.000e-02, eta: 1 day, 11:28:40, time: 0.906, data_time: 0.079, memory: 7069, top1_acc: 0.4273, top5_acc: 0.7008, loss_cls: 2.3668, loss: 2.3668, grad_norm: 6.3206 2020-09-12 21:04:16,003 - mmaction - INFO - Epoch [9][360/2640] lr: 1.000e-02, eta: 1 day, 11:28:01, time: 1.003, data_time: 0.099, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.8894 2020-09-12 21:04:36,085 - mmaction - INFO - Epoch [9][380/2640] lr: 1.000e-02, eta: 1 day, 11:27:23, time: 1.004, data_time: 0.077, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.2655, loss: 2.2655, grad_norm: 6.2762 2020-09-12 21:04:54,540 - mmaction - INFO - Epoch [9][400/2640] lr: 1.000e-02, eta: 1 day, 11:26:35, time: 0.917, data_time: 0.023, memory: 7069, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.8656 2020-09-12 21:05:13,575 - mmaction - INFO - Epoch [9][420/2640] lr: 1.000e-02, eta: 1 day, 11:25:52, time: 0.957, data_time: 0.047, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7055, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.8916 2020-09-12 21:05:32,925 - mmaction - INFO - Epoch [9][440/2640] lr: 1.000e-02, eta: 1 day, 11:25:09, time: 0.961, data_time: 0.022, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7219, loss_cls: 2.3682, loss: 2.3682, grad_norm: 5.9445 2020-09-12 21:05:52,365 - mmaction - INFO - Epoch [9][460/2640] lr: 1.000e-02, eta: 1 day, 11:24:27, time: 0.977, data_time: 0.010, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7242, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.7633 2020-09-12 21:06:11,749 - mmaction - INFO - Epoch [9][480/2640] lr: 1.000e-02, eta: 1 day, 11:23:45, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7016, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.9717 2020-09-12 21:06:32,712 - mmaction - INFO - Epoch [9][500/2640] lr: 1.000e-02, eta: 1 day, 11:23:12, time: 1.054, data_time: 0.008, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.2855, loss: 2.2855, grad_norm: 6.0429 2020-09-12 21:06:51,455 - mmaction - INFO - Epoch [9][520/2640] lr: 1.000e-02, eta: 1 day, 11:22:26, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.4203, top5_acc: 0.7070, loss_cls: 2.3302, loss: 2.3302, grad_norm: 6.2107 2020-09-12 21:07:11,199 - mmaction - INFO - Epoch [9][540/2640] lr: 1.000e-02, eta: 1 day, 11:21:46, time: 0.993, data_time: 0.009, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6914, loss_cls: 2.3863, loss: 2.3863, grad_norm: 6.0199 2020-09-12 21:07:29,507 - mmaction - INFO - Epoch [9][560/2640] lr: 1.000e-02, eta: 1 day, 11:20:59, time: 0.916, data_time: 0.003, memory: 7069, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.9283 2020-09-12 21:07:50,716 - mmaction - INFO - Epoch [9][580/2640] lr: 1.000e-02, eta: 1 day, 11:20:26, time: 1.057, data_time: 0.005, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7078, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.9359 2020-09-12 21:08:10,219 - mmaction - INFO - Epoch [9][600/2640] lr: 1.000e-02, eta: 1 day, 11:19:45, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.4102, top5_acc: 0.7031, loss_cls: 2.4234, loss: 2.4234, grad_norm: 5.6672 2020-09-12 21:08:28,990 - mmaction - INFO - Epoch [9][620/2640] lr: 1.000e-02, eta: 1 day, 11:19:00, time: 0.934, data_time: 0.006, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3086, loss: 2.3086, grad_norm: 5.8849 2020-09-12 21:08:49,286 - mmaction - INFO - Epoch [9][640/2640] lr: 1.000e-02, eta: 1 day, 11:18:23, time: 1.018, data_time: 0.008, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3443, loss: 2.3443, grad_norm: 5.8157 2020-09-12 21:09:08,315 - mmaction - INFO - Epoch [9][660/2640] lr: 1.000e-02, eta: 1 day, 11:17:40, time: 0.949, data_time: 0.026, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7031, loss_cls: 2.3605, loss: 2.3605, grad_norm: 5.7201 2020-09-12 21:09:27,503 - mmaction - INFO - Epoch [9][680/2640] lr: 1.000e-02, eta: 1 day, 11:16:57, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.6961, loss_cls: 2.3640, loss: 2.3640, grad_norm: 6.0019 2020-09-12 21:09:47,382 - mmaction - INFO - Epoch [9][700/2640] lr: 1.000e-02, eta: 1 day, 11:16:18, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7000, loss_cls: 2.3653, loss: 2.3653, grad_norm: 6.0071 2020-09-12 21:10:06,764 - mmaction - INFO - Epoch [9][720/2640] lr: 1.000e-02, eta: 1 day, 11:15:37, time: 0.975, data_time: 0.016, memory: 7069, top1_acc: 0.4117, top5_acc: 0.6992, loss_cls: 2.4174, loss: 2.4174, grad_norm: 6.0922 2020-09-12 21:10:25,941 - mmaction - INFO - Epoch [9][740/2640] lr: 1.000e-02, eta: 1 day, 11:14:54, time: 0.957, data_time: 0.002, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7352, loss_cls: 2.2674, loss: 2.2674, grad_norm: 5.7571 2020-09-12 21:10:46,068 - mmaction - INFO - Epoch [9][760/2640] lr: 1.000e-02, eta: 1 day, 11:14:16, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7188, loss_cls: 2.3095, loss: 2.3095, grad_norm: 5.8961 2020-09-12 21:11:05,535 - mmaction - INFO - Epoch [9][780/2640] lr: 1.000e-02, eta: 1 day, 11:13:35, time: 0.980, data_time: 0.009, memory: 7069, top1_acc: 0.4281, top5_acc: 0.6984, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.8719 2020-09-12 21:11:23,833 - mmaction - INFO - Epoch [9][800/2640] lr: 1.000e-02, eta: 1 day, 11:12:48, time: 0.907, data_time: 0.005, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7328, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.8698 2020-09-12 21:11:42,236 - mmaction - INFO - Epoch [9][820/2640] lr: 1.000e-02, eta: 1 day, 11:12:02, time: 0.928, data_time: 0.010, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7078, loss_cls: 2.3461, loss: 2.3461, grad_norm: 6.0083 2020-09-12 21:12:03,164 - mmaction - INFO - Epoch [9][840/2640] lr: 1.000e-02, eta: 1 day, 11:11:28, time: 1.041, data_time: 0.004, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.9977 2020-09-12 21:12:24,062 - mmaction - INFO - Epoch [9][860/2640] lr: 1.000e-02, eta: 1 day, 11:10:55, time: 1.050, data_time: 0.008, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7180, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.9930 2020-09-12 21:12:42,612 - mmaction - INFO - Epoch [9][880/2640] lr: 1.000e-02, eta: 1 day, 11:10:10, time: 0.926, data_time: 0.002, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7125, loss_cls: 2.3315, loss: 2.3315, grad_norm: 6.1244 2020-09-12 21:13:03,784 - mmaction - INFO - Epoch [9][900/2640] lr: 1.000e-02, eta: 1 day, 11:09:37, time: 1.054, data_time: 0.008, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7102, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.9800 2020-09-12 21:13:21,929 - mmaction - INFO - Epoch [9][920/2640] lr: 1.000e-02, eta: 1 day, 11:08:50, time: 0.912, data_time: 0.008, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6969, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.8103 2020-09-12 21:13:42,348 - mmaction - INFO - Epoch [9][940/2640] lr: 1.000e-02, eta: 1 day, 11:08:14, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3760, loss: 2.3760, grad_norm: 6.1818 2020-09-12 21:14:03,113 - mmaction - INFO - Epoch [9][960/2640] lr: 1.000e-02, eta: 1 day, 11:07:40, time: 1.042, data_time: 0.008, memory: 7069, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.3412, loss: 2.3412, grad_norm: 5.8003 2020-09-12 21:14:21,992 - mmaction - INFO - Epoch [9][980/2640] lr: 1.000e-02, eta: 1 day, 11:06:56, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7148, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.7802 2020-09-12 21:14:41,863 - mmaction - INFO - Epoch [9][1000/2640] lr: 1.000e-02, eta: 1 day, 11:06:18, time: 0.994, data_time: 0.003, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7125, loss_cls: 2.3042, loss: 2.3042, grad_norm: 6.0637 2020-09-12 21:15:01,846 - mmaction - INFO - Epoch [9][1020/2640] lr: 1.000e-02, eta: 1 day, 11:05:39, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6930, loss_cls: 2.4282, loss: 2.4282, grad_norm: 5.9687 2020-09-12 21:15:22,533 - mmaction - INFO - Epoch [9][1040/2640] lr: 1.000e-02, eta: 1 day, 11:05:05, time: 1.039, data_time: 0.009, memory: 7069, top1_acc: 0.4227, top5_acc: 0.7031, loss_cls: 2.4141, loss: 2.4141, grad_norm: 6.0551 2020-09-12 21:15:40,962 - mmaction - INFO - Epoch [9][1060/2640] lr: 1.000e-02, eta: 1 day, 11:04:19, time: 0.915, data_time: 0.006, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7070, loss_cls: 2.3777, loss: 2.3777, grad_norm: 5.6181 2020-09-12 21:15:59,154 - mmaction - INFO - Epoch [9][1080/2640] lr: 1.000e-02, eta: 1 day, 11:03:33, time: 0.916, data_time: 0.049, memory: 7069, top1_acc: 0.4266, top5_acc: 0.7141, loss_cls: 2.3209, loss: 2.3209, grad_norm: 6.0673 2020-09-12 21:16:19,287 - mmaction - INFO - Epoch [9][1100/2640] lr: 1.000e-02, eta: 1 day, 11:02:55, time: 1.001, data_time: 0.129, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2740, loss: 2.2740, grad_norm: 5.6813 2020-09-12 21:16:38,267 - mmaction - INFO - Epoch [9][1120/2640] lr: 1.000e-02, eta: 1 day, 11:02:13, time: 0.955, data_time: 0.202, memory: 7069, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.8156 2020-09-12 21:16:57,981 - mmaction - INFO - Epoch [9][1140/2640] lr: 1.000e-02, eta: 1 day, 11:01:34, time: 0.985, data_time: 0.017, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1923, loss: 2.1923, grad_norm: 5.7893 2020-09-12 21:17:17,474 - mmaction - INFO - Epoch [9][1160/2640] lr: 1.000e-02, eta: 1 day, 11:00:54, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.2883, loss: 2.2883, grad_norm: 5.7675 2020-09-12 21:17:37,775 - mmaction - INFO - Epoch [9][1180/2640] lr: 1.000e-02, eta: 1 day, 11:00:18, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7273, loss_cls: 2.2859, loss: 2.2859, grad_norm: 5.8911 2020-09-12 21:17:57,648 - mmaction - INFO - Epoch [9][1200/2640] lr: 1.000e-02, eta: 1 day, 10:59:39, time: 0.994, data_time: 0.004, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.2747, loss: 2.2747, grad_norm: 5.8042 2020-09-12 21:18:15,911 - mmaction - INFO - Epoch [9][1220/2640] lr: 1.000e-02, eta: 1 day, 10:58:53, time: 0.913, data_time: 0.005, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3063, loss: 2.3063, grad_norm: 6.1403 2020-09-12 21:18:36,405 - mmaction - INFO - Epoch [9][1240/2640] lr: 1.000e-02, eta: 1 day, 10:58:18, time: 1.025, data_time: 0.007, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7211, loss_cls: 2.2639, loss: 2.2639, grad_norm: 5.9213 2020-09-12 21:18:53,716 - mmaction - INFO - Epoch [9][1260/2640] lr: 1.000e-02, eta: 1 day, 10:57:28, time: 0.867, data_time: 0.003, memory: 7069, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.8701 2020-09-12 21:19:13,879 - mmaction - INFO - Epoch [9][1280/2640] lr: 1.000e-02, eta: 1 day, 10:56:51, time: 1.005, data_time: 0.005, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7266, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.7326 2020-09-12 21:19:33,339 - mmaction - INFO - Epoch [9][1300/2640] lr: 1.000e-02, eta: 1 day, 10:56:11, time: 0.975, data_time: 0.005, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7039, loss_cls: 2.3573, loss: 2.3573, grad_norm: 5.8049 2020-09-12 21:19:53,512 - mmaction - INFO - Epoch [9][1320/2640] lr: 1.000e-02, eta: 1 day, 10:55:34, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.4170, loss: 2.4170, grad_norm: 6.0349 2020-09-12 21:20:12,799 - mmaction - INFO - Epoch [9][1340/2640] lr: 1.000e-02, eta: 1 day, 10:54:54, time: 0.970, data_time: 0.008, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7195, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.8553 2020-09-12 21:20:31,216 - mmaction - INFO - Epoch [9][1360/2640] lr: 1.000e-02, eta: 1 day, 10:54:08, time: 0.919, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.7463 2020-09-12 21:20:50,692 - mmaction - INFO - Epoch [9][1380/2640] lr: 1.000e-02, eta: 1 day, 10:53:29, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.6803 2020-09-12 21:21:10,349 - mmaction - INFO - Epoch [9][1400/2640] lr: 1.000e-02, eta: 1 day, 10:52:50, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.3602, loss: 2.3602, grad_norm: 5.9045 2020-09-12 21:21:30,198 - mmaction - INFO - Epoch [9][1420/2640] lr: 1.000e-02, eta: 1 day, 10:52:12, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6984, loss_cls: 2.3911, loss: 2.3911, grad_norm: 6.0289 2020-09-12 21:21:48,292 - mmaction - INFO - Epoch [9][1440/2640] lr: 1.000e-02, eta: 1 day, 10:51:25, time: 0.901, data_time: 0.057, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.3533, loss: 2.3533, grad_norm: 5.8599 2020-09-12 21:22:07,711 - mmaction - INFO - Epoch [9][1460/2640] lr: 1.000e-02, eta: 1 day, 10:50:45, time: 0.974, data_time: 0.228, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.9290 2020-09-12 21:22:27,264 - mmaction - INFO - Epoch [9][1480/2640] lr: 1.000e-02, eta: 1 day, 10:50:06, time: 0.977, data_time: 0.297, memory: 7069, top1_acc: 0.4227, top5_acc: 0.7125, loss_cls: 2.3116, loss: 2.3116, grad_norm: 5.6796 2020-09-12 21:22:47,207 - mmaction - INFO - Epoch [9][1500/2640] lr: 1.000e-02, eta: 1 day, 10:49:29, time: 0.997, data_time: 0.402, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7148, loss_cls: 2.3174, loss: 2.3174, grad_norm: 6.0515 2020-09-12 21:23:06,469 - mmaction - INFO - Epoch [9][1520/2640] lr: 1.000e-02, eta: 1 day, 10:48:48, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7102, loss_cls: 2.3571, loss: 2.3571, grad_norm: 5.8055 2020-09-12 21:23:26,777 - mmaction - INFO - Epoch [9][1540/2640] lr: 1.000e-02, eta: 1 day, 10:48:13, time: 1.020, data_time: 0.041, memory: 7069, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.9085 2020-09-12 21:23:47,450 - mmaction - INFO - Epoch [9][1560/2640] lr: 1.000e-02, eta: 1 day, 10:47:38, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7008, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.9091 2020-09-12 21:24:05,987 - mmaction - INFO - Epoch [9][1580/2640] lr: 1.000e-02, eta: 1 day, 10:46:55, time: 0.931, data_time: 0.008, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6937, loss_cls: 2.4307, loss: 2.4307, grad_norm: 5.9503 2020-09-12 21:24:25,474 - mmaction - INFO - Epoch [9][1600/2640] lr: 1.000e-02, eta: 1 day, 10:46:15, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.8027 2020-09-12 21:24:44,613 - mmaction - INFO - Epoch [9][1620/2640] lr: 1.000e-02, eta: 1 day, 10:45:35, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7375, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.9020 2020-09-12 21:25:04,769 - mmaction - INFO - Epoch [9][1640/2640] lr: 1.000e-02, eta: 1 day, 10:44:58, time: 1.008, data_time: 0.005, memory: 7069, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.8790 2020-09-12 21:25:24,445 - mmaction - INFO - Epoch [9][1660/2640] lr: 1.000e-02, eta: 1 day, 10:44:20, time: 0.983, data_time: 0.024, memory: 7069, top1_acc: 0.4258, top5_acc: 0.6953, loss_cls: 2.4206, loss: 2.4206, grad_norm: 6.1008 2020-09-12 21:25:43,507 - mmaction - INFO - Epoch [9][1680/2640] lr: 1.000e-02, eta: 1 day, 10:43:39, time: 0.954, data_time: 0.003, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7250, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.9811 2020-09-12 21:26:03,629 - mmaction - INFO - Epoch [9][1700/2640] lr: 1.000e-02, eta: 1 day, 10:43:02, time: 1.002, data_time: 0.006, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.3838, loss: 2.3838, grad_norm: 5.7819 2020-09-12 21:26:22,665 - mmaction - INFO - Epoch [9][1720/2640] lr: 1.000e-02, eta: 1 day, 10:42:21, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.7015 2020-09-12 21:26:42,860 - mmaction - INFO - Epoch [9][1740/2640] lr: 1.000e-02, eta: 1 day, 10:41:45, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7086, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.8374 2020-09-12 21:27:01,880 - mmaction - INFO - Epoch [9][1760/2640] lr: 1.000e-02, eta: 1 day, 10:41:04, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7320, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.6528 2020-09-12 21:27:22,244 - mmaction - INFO - Epoch [9][1780/2640] lr: 1.000e-02, eta: 1 day, 10:40:29, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7141, loss_cls: 2.3128, loss: 2.3128, grad_norm: 6.0215 2020-09-12 21:27:42,378 - mmaction - INFO - Epoch [9][1800/2640] lr: 1.000e-02, eta: 1 day, 10:39:53, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7102, loss_cls: 2.3450, loss: 2.3450, grad_norm: 5.8159 2020-09-12 21:28:01,971 - mmaction - INFO - Epoch [9][1820/2640] lr: 1.000e-02, eta: 1 day, 10:39:14, time: 0.975, data_time: 0.005, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7234, loss_cls: 2.3056, loss: 2.3056, grad_norm: 5.6961 2020-09-12 21:28:20,068 - mmaction - INFO - Epoch [9][1840/2640] lr: 1.000e-02, eta: 1 day, 10:38:29, time: 0.909, data_time: 0.007, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6953, loss_cls: 2.4382, loss: 2.4382, grad_norm: 5.9551 2020-09-12 21:28:41,151 - mmaction - INFO - Epoch [9][1860/2640] lr: 1.000e-02, eta: 1 day, 10:37:57, time: 1.049, data_time: 0.006, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7148, loss_cls: 2.2940, loss: 2.2940, grad_norm: 5.6478 2020-09-12 21:28:59,855 - mmaction - INFO - Epoch [9][1880/2640] lr: 1.000e-02, eta: 1 day, 10:37:15, time: 0.940, data_time: 0.067, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7234, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.8344 2020-09-12 21:29:20,343 - mmaction - INFO - Epoch [9][1900/2640] lr: 1.000e-02, eta: 1 day, 10:36:41, time: 1.019, data_time: 0.361, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7273, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.9260 2020-09-12 21:29:38,104 - mmaction - INFO - Epoch [9][1920/2640] lr: 1.000e-02, eta: 1 day, 10:35:54, time: 0.892, data_time: 0.301, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7203, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.1026 2020-09-12 21:29:57,032 - mmaction - INFO - Epoch [9][1940/2640] lr: 1.000e-02, eta: 1 day, 10:35:12, time: 0.943, data_time: 0.328, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.7751 2020-09-12 21:30:16,666 - mmaction - INFO - Epoch [9][1960/2640] lr: 1.000e-02, eta: 1 day, 10:34:34, time: 0.985, data_time: 0.271, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7055, loss_cls: 2.3436, loss: 2.3436, grad_norm: 6.0687 2020-09-12 21:30:35,986 - mmaction - INFO - Epoch [9][1980/2640] lr: 1.000e-02, eta: 1 day, 10:33:55, time: 0.964, data_time: 0.318, memory: 7069, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.3927, loss: 2.3927, grad_norm: 5.9684 2020-09-12 21:30:57,078 - mmaction - INFO - Epoch [9][2000/2640] lr: 1.000e-02, eta: 1 day, 10:33:24, time: 1.058, data_time: 0.110, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7188, loss_cls: 2.2741, loss: 2.2741, grad_norm: 5.8801 2020-09-12 21:31:16,243 - mmaction - INFO - Epoch [9][2020/2640] lr: 1.000e-02, eta: 1 day, 10:32:43, time: 0.953, data_time: 0.008, memory: 7069, top1_acc: 0.4297, top5_acc: 0.7055, loss_cls: 2.3787, loss: 2.3787, grad_norm: 6.0385 2020-09-12 21:31:35,565 - mmaction - INFO - Epoch [9][2040/2640] lr: 1.000e-02, eta: 1 day, 10:32:04, time: 0.972, data_time: 0.020, memory: 7069, top1_acc: 0.4328, top5_acc: 0.6969, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.7889 2020-09-12 21:31:53,786 - mmaction - INFO - Epoch [9][2060/2640] lr: 1.000e-02, eta: 1 day, 10:31:20, time: 0.911, data_time: 0.002, memory: 7069, top1_acc: 0.4234, top5_acc: 0.6953, loss_cls: 2.3881, loss: 2.3881, grad_norm: 5.8935 2020-09-12 21:32:14,900 - mmaction - INFO - Epoch [9][2080/2640] lr: 1.000e-02, eta: 1 day, 10:30:48, time: 1.050, data_time: 0.007, memory: 7069, top1_acc: 0.4195, top5_acc: 0.6937, loss_cls: 2.4083, loss: 2.4083, grad_norm: 5.7913 2020-09-12 21:32:32,537 - mmaction - INFO - Epoch [9][2100/2640] lr: 1.000e-02, eta: 1 day, 10:30:01, time: 0.888, data_time: 0.009, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.8419 2020-09-12 21:32:51,744 - mmaction - INFO - Epoch [9][2120/2640] lr: 1.000e-02, eta: 1 day, 10:29:21, time: 0.958, data_time: 0.010, memory: 7069, top1_acc: 0.4133, top5_acc: 0.7000, loss_cls: 2.4088, loss: 2.4088, grad_norm: 5.8331 2020-09-12 21:33:12,337 - mmaction - INFO - Epoch [9][2140/2640] lr: 1.000e-02, eta: 1 day, 10:28:48, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7195, loss_cls: 2.2780, loss: 2.2780, grad_norm: 5.8838 2020-09-12 21:33:31,011 - mmaction - INFO - Epoch [9][2160/2640] lr: 1.000e-02, eta: 1 day, 10:28:06, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.7975 2020-09-12 21:33:50,220 - mmaction - INFO - Epoch [9][2180/2640] lr: 1.000e-02, eta: 1 day, 10:27:26, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7047, loss_cls: 2.3697, loss: 2.3697, grad_norm: 6.1022 2020-09-12 21:34:10,130 - mmaction - INFO - Epoch [9][2200/2640] lr: 1.000e-02, eta: 1 day, 10:26:50, time: 0.991, data_time: 0.069, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7070, loss_cls: 2.3663, loss: 2.3663, grad_norm: 6.3085 2020-09-12 21:34:30,214 - mmaction - INFO - Epoch [9][2220/2640] lr: 1.000e-02, eta: 1 day, 10:26:14, time: 1.009, data_time: 0.206, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7188, loss_cls: 2.2997, loss: 2.2997, grad_norm: 6.0151 2020-09-12 21:34:50,111 - mmaction - INFO - Epoch [9][2240/2640] lr: 1.000e-02, eta: 1 day, 10:25:38, time: 0.989, data_time: 0.006, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7398, loss_cls: 2.1722, loss: 2.1722, grad_norm: 5.8834 2020-09-12 21:35:09,002 - mmaction - INFO - Epoch [9][2260/2640] lr: 1.000e-02, eta: 1 day, 10:24:57, time: 0.950, data_time: 0.012, memory: 7069, top1_acc: 0.4055, top5_acc: 0.7016, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.9768 2020-09-12 21:35:29,562 - mmaction - INFO - Epoch [9][2280/2640] lr: 1.000e-02, eta: 1 day, 10:24:24, time: 1.027, data_time: 0.320, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3179, loss: 2.3179, grad_norm: 6.0996 2020-09-12 21:35:50,132 - mmaction - INFO - Epoch [9][2300/2640] lr: 1.000e-02, eta: 1 day, 10:23:50, time: 1.024, data_time: 0.054, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7281, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.9834 2020-09-12 21:36:08,851 - mmaction - INFO - Epoch [9][2320/2640] lr: 1.000e-02, eta: 1 day, 10:23:09, time: 0.940, data_time: 0.258, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7164, loss_cls: 2.3255, loss: 2.3255, grad_norm: 5.9440 2020-09-12 21:36:28,727 - mmaction - INFO - Epoch [9][2340/2640] lr: 1.000e-02, eta: 1 day, 10:22:32, time: 0.991, data_time: 0.407, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.7916 2020-09-12 21:36:47,925 - mmaction - INFO - Epoch [9][2360/2640] lr: 1.000e-02, eta: 1 day, 10:21:53, time: 0.963, data_time: 0.368, memory: 7069, top1_acc: 0.4164, top5_acc: 0.6891, loss_cls: 2.4030, loss: 2.4030, grad_norm: 5.6646 2020-09-12 21:37:07,875 - mmaction - INFO - Epoch [9][2380/2640] lr: 1.000e-02, eta: 1 day, 10:21:17, time: 0.997, data_time: 0.235, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.3816, loss: 2.3816, grad_norm: 5.8719 2020-09-12 21:37:26,827 - mmaction - INFO - Epoch [9][2400/2640] lr: 1.000e-02, eta: 1 day, 10:20:36, time: 0.948, data_time: 0.082, memory: 7069, top1_acc: 0.4289, top5_acc: 0.6922, loss_cls: 2.4176, loss: 2.4176, grad_norm: 5.9742 2020-09-12 21:37:46,585 - mmaction - INFO - Epoch [9][2420/2640] lr: 1.000e-02, eta: 1 day, 10:19:59, time: 0.983, data_time: 0.042, memory: 7069, top1_acc: 0.4344, top5_acc: 0.7102, loss_cls: 2.3833, loss: 2.3833, grad_norm: 5.9082 2020-09-12 21:38:06,227 - mmaction - INFO - Epoch [9][2440/2640] lr: 1.000e-02, eta: 1 day, 10:19:22, time: 0.987, data_time: 0.008, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7141, loss_cls: 2.3069, loss: 2.3069, grad_norm: 5.7384 2020-09-12 21:38:24,552 - mmaction - INFO - Epoch [9][2460/2640] lr: 1.000e-02, eta: 1 day, 10:18:39, time: 0.912, data_time: 0.007, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.9437 2020-09-12 21:38:45,570 - mmaction - INFO - Epoch [9][2480/2640] lr: 1.000e-02, eta: 1 day, 10:18:08, time: 1.056, data_time: 0.009, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7141, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.8523 2020-09-12 21:39:04,823 - mmaction - INFO - Epoch [9][2500/2640] lr: 1.000e-02, eta: 1 day, 10:17:29, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7328, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.9638 2020-09-12 21:39:23,683 - mmaction - INFO - Epoch [9][2520/2640] lr: 1.000e-02, eta: 1 day, 10:16:48, time: 0.947, data_time: 0.008, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7227, loss_cls: 2.2211, loss: 2.2211, grad_norm: 6.1755 2020-09-12 21:39:43,740 - mmaction - INFO - Epoch [9][2540/2640] lr: 1.000e-02, eta: 1 day, 10:16:13, time: 0.997, data_time: 0.180, memory: 7069, top1_acc: 0.4141, top5_acc: 0.6883, loss_cls: 2.4223, loss: 2.4223, grad_norm: 6.0852 2020-09-12 21:40:05,813 - mmaction - INFO - Epoch [9][2560/2640] lr: 1.000e-02, eta: 1 day, 10:15:47, time: 1.109, data_time: 0.009, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.2882, loss: 2.2882, grad_norm: 5.8826 2020-09-12 21:40:24,338 - mmaction - INFO - Epoch [9][2580/2640] lr: 1.000e-02, eta: 1 day, 10:15:05, time: 0.928, data_time: 0.003, memory: 7069, top1_acc: 0.4195, top5_acc: 0.7070, loss_cls: 2.3528, loss: 2.3528, grad_norm: 6.1898 2020-09-12 21:40:43,363 - mmaction - INFO - Epoch [9][2600/2640] lr: 1.000e-02, eta: 1 day, 10:14:25, time: 0.945, data_time: 0.005, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7055, loss_cls: 2.3175, loss: 2.3175, grad_norm: 5.8768 2020-09-12 21:41:02,781 - mmaction - INFO - Epoch [9][2620/2640] lr: 1.000e-02, eta: 1 day, 10:13:47, time: 0.975, data_time: 0.017, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7172, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.8616 2020-09-12 21:41:20,044 - mmaction - INFO - Epoch [9][2640/2640] lr: 1.000e-02, eta: 1 day, 10:12:59, time: 0.863, data_time: 0.075, memory: 7069, top1_acc: 0.4452, top5_acc: 0.7113, loss_cls: 2.2952, loss: 2.2952, grad_norm: 6.0010 2020-09-12 21:41:43,436 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-09-12 21:49:37,105 - mmaction - INFO - Epoch [10][20/2640] lr: 1.000e-02, eta: 1 day, 10:46:44, time: 23.638, data_time: 22.442, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7031, loss_cls: 2.3523, loss: 2.3523, grad_norm: 5.8479 2020-09-12 21:49:56,559 - mmaction - INFO - Epoch [10][40/2640] lr: 1.000e-02, eta: 1 day, 10:46:05, time: 0.980, data_time: 0.206, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.7421 2020-09-12 21:50:17,507 - mmaction - INFO - Epoch [10][60/2640] lr: 1.000e-02, eta: 1 day, 10:45:32, time: 1.051, data_time: 0.237, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6953, loss_cls: 2.3832, loss: 2.3832, grad_norm: 6.0775 2020-09-12 21:50:36,818 - mmaction - INFO - Epoch [10][80/2640] lr: 1.000e-02, eta: 1 day, 10:44:51, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7148, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.9692 2020-09-12 21:50:56,157 - mmaction - INFO - Epoch [10][100/2640] lr: 1.000e-02, eta: 1 day, 10:44:12, time: 0.972, data_time: 0.008, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7211, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.9278 2020-09-12 21:51:15,066 - mmaction - INFO - Epoch [10][120/2640] lr: 1.000e-02, eta: 1 day, 10:43:29, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7148, loss_cls: 2.3167, loss: 2.3167, grad_norm: 6.0372 2020-09-12 21:51:35,531 - mmaction - INFO - Epoch [10][140/2640] lr: 1.000e-02, eta: 1 day, 10:42:54, time: 1.028, data_time: 0.008, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.2540, loss: 2.2540, grad_norm: 6.1100 2020-09-12 21:51:55,988 - mmaction - INFO - Epoch [10][160/2640] lr: 1.000e-02, eta: 1 day, 10:42:19, time: 1.018, data_time: 0.007, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7367, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.9768 2020-09-12 21:52:16,126 - mmaction - INFO - Epoch [10][180/2640] lr: 1.000e-02, eta: 1 day, 10:41:43, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.2295, loss: 2.2295, grad_norm: 5.7730 2020-09-12 21:52:34,555 - mmaction - INFO - Epoch [10][200/2640] lr: 1.000e-02, eta: 1 day, 10:40:58, time: 0.920, data_time: 0.006, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7312, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.9432 2020-09-12 21:52:55,005 - mmaction - INFO - Epoch [10][220/2640] lr: 1.000e-02, eta: 1 day, 10:40:23, time: 1.023, data_time: 0.004, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7359, loss_cls: 2.2139, loss: 2.2139, grad_norm: 6.2335 2020-09-12 21:53:13,687 - mmaction - INFO - Epoch [10][240/2640] lr: 1.000e-02, eta: 1 day, 10:39:40, time: 0.930, data_time: 0.025, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7273, loss_cls: 2.2856, loss: 2.2856, grad_norm: 6.3047 2020-09-12 21:53:33,950 - mmaction - INFO - Epoch [10][260/2640] lr: 1.000e-02, eta: 1 day, 10:39:04, time: 1.018, data_time: 0.167, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7570, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.7175 2020-09-12 21:53:51,591 - mmaction - INFO - Epoch [10][280/2640] lr: 1.000e-02, eta: 1 day, 10:38:16, time: 0.877, data_time: 0.153, memory: 7069, top1_acc: 0.4570, top5_acc: 0.6992, loss_cls: 2.3449, loss: 2.3449, grad_norm: 5.8679 2020-09-12 21:54:11,169 - mmaction - INFO - Epoch [10][300/2640] lr: 1.000e-02, eta: 1 day, 10:37:38, time: 0.983, data_time: 0.379, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7297, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.9368 2020-09-12 21:54:31,139 - mmaction - INFO - Epoch [10][320/2640] lr: 1.000e-02, eta: 1 day, 10:37:00, time: 0.994, data_time: 0.166, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7047, loss_cls: 2.3369, loss: 2.3369, grad_norm: 5.9273 2020-09-12 21:54:50,998 - mmaction - INFO - Epoch [10][340/2640] lr: 1.000e-02, eta: 1 day, 10:36:23, time: 0.998, data_time: 0.223, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7273, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.9977 2020-09-12 21:55:11,259 - mmaction - INFO - Epoch [10][360/2640] lr: 1.000e-02, eta: 1 day, 10:35:47, time: 1.013, data_time: 0.184, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.6451 2020-09-12 21:55:31,091 - mmaction - INFO - Epoch [10][380/2640] lr: 1.000e-02, eta: 1 day, 10:35:10, time: 0.992, data_time: 0.363, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7133, loss_cls: 2.3041, loss: 2.3041, grad_norm: 6.1961 2020-09-12 21:55:50,536 - mmaction - INFO - Epoch [10][400/2640] lr: 1.000e-02, eta: 1 day, 10:34:30, time: 0.971, data_time: 0.085, memory: 7069, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.4746, loss: 2.4746, grad_norm: 6.1285 2020-09-12 21:56:09,142 - mmaction - INFO - Epoch [10][420/2640] lr: 1.000e-02, eta: 1 day, 10:33:47, time: 0.925, data_time: 0.066, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7273, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.8215 2020-09-12 21:56:29,746 - mmaction - INFO - Epoch [10][440/2640] lr: 1.000e-02, eta: 1 day, 10:33:13, time: 1.036, data_time: 0.009, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.8479 2020-09-12 21:56:49,974 - mmaction - INFO - Epoch [10][460/2640] lr: 1.000e-02, eta: 1 day, 10:32:37, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7242, loss_cls: 2.2687, loss: 2.2687, grad_norm: 6.1748 2020-09-12 21:57:08,702 - mmaction - INFO - Epoch [10][480/2640] lr: 1.000e-02, eta: 1 day, 10:31:55, time: 0.936, data_time: 0.002, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6961, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.9265 2020-09-12 21:57:28,691 - mmaction - INFO - Epoch [10][500/2640] lr: 1.000e-02, eta: 1 day, 10:31:18, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.8129 2020-09-12 21:57:47,840 - mmaction - INFO - Epoch [10][520/2640] lr: 1.000e-02, eta: 1 day, 10:30:38, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7203, loss_cls: 2.3322, loss: 2.3322, grad_norm: 6.0270 2020-09-12 21:58:07,310 - mmaction - INFO - Epoch [10][540/2640] lr: 1.000e-02, eta: 1 day, 10:29:58, time: 0.969, data_time: 0.005, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7109, loss_cls: 2.3103, loss: 2.3103, grad_norm: 6.0501 2020-09-12 21:58:26,738 - mmaction - INFO - Epoch [10][560/2640] lr: 1.000e-02, eta: 1 day, 10:29:19, time: 0.974, data_time: 0.015, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7133, loss_cls: 2.2576, loss: 2.2576, grad_norm: 5.7179 2020-09-12 21:58:47,466 - mmaction - INFO - Epoch [10][580/2640] lr: 1.000e-02, eta: 1 day, 10:28:46, time: 1.032, data_time: 0.114, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.8508 2020-09-12 21:59:06,126 - mmaction - INFO - Epoch [10][600/2640] lr: 1.000e-02, eta: 1 day, 10:28:03, time: 0.937, data_time: 0.031, memory: 7069, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.2983, loss: 2.2983, grad_norm: 6.0368 2020-09-12 21:59:25,670 - mmaction - INFO - Epoch [10][620/2640] lr: 1.000e-02, eta: 1 day, 10:27:25, time: 0.974, data_time: 0.077, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7266, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.9585 2020-09-12 21:59:45,872 - mmaction - INFO - Epoch [10][640/2640] lr: 1.000e-02, eta: 1 day, 10:26:49, time: 1.013, data_time: 0.008, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7234, loss_cls: 2.2486, loss: 2.2486, grad_norm: 6.0734 2020-09-12 22:00:07,474 - mmaction - INFO - Epoch [10][660/2640] lr: 1.000e-02, eta: 1 day, 10:26:19, time: 1.071, data_time: 0.007, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.2459, loss: 2.2459, grad_norm: 5.9317 2020-09-12 22:00:24,633 - mmaction - INFO - Epoch [10][680/2640] lr: 1.000e-02, eta: 1 day, 10:25:31, time: 0.867, data_time: 0.097, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6984, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.9107 2020-09-12 22:00:47,414 - mmaction - INFO - Epoch [10][700/2640] lr: 1.000e-02, eta: 1 day, 10:25:05, time: 1.114, data_time: 0.015, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2088, loss: 2.2088, grad_norm: 5.8345 2020-09-12 22:01:14,863 - mmaction - INFO - Epoch [10][720/2640] lr: 1.000e-02, eta: 1 day, 10:25:03, time: 1.393, data_time: 0.100, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7125, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.8609 2020-09-12 22:01:34,074 - mmaction - INFO - Epoch [10][740/2640] lr: 1.000e-02, eta: 1 day, 10:24:23, time: 0.965, data_time: 0.172, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7109, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.8192 2020-09-12 22:01:53,660 - mmaction - INFO - Epoch [10][760/2640] lr: 1.000e-02, eta: 1 day, 10:23:45, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.3539, loss: 2.3539, grad_norm: 6.0732 2020-09-12 22:02:13,982 - mmaction - INFO - Epoch [10][780/2640] lr: 1.000e-02, eta: 1 day, 10:23:10, time: 1.016, data_time: 0.004, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7109, loss_cls: 2.2991, loss: 2.2991, grad_norm: 6.1336 2020-09-12 22:02:33,879 - mmaction - INFO - Epoch [10][800/2640] lr: 1.000e-02, eta: 1 day, 10:22:33, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7141, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.9216 2020-09-12 22:02:53,218 - mmaction - INFO - Epoch [10][820/2640] lr: 1.000e-02, eta: 1 day, 10:21:54, time: 0.969, data_time: 0.005, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7266, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.9642 2020-09-12 22:03:13,636 - mmaction - INFO - Epoch [10][840/2640] lr: 1.000e-02, eta: 1 day, 10:21:19, time: 1.018, data_time: 0.007, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.2893, loss: 2.2893, grad_norm: 5.8600 2020-09-12 22:03:33,935 - mmaction - INFO - Epoch [10][860/2640] lr: 1.000e-02, eta: 1 day, 10:20:45, time: 1.018, data_time: 0.008, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7203, loss_cls: 2.2777, loss: 2.2777, grad_norm: 5.8703 2020-09-12 22:03:52,998 - mmaction - INFO - Epoch [10][880/2640] lr: 1.000e-02, eta: 1 day, 10:20:04, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7297, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.8523 2020-09-12 22:04:10,132 - mmaction - INFO - Epoch [10][900/2640] lr: 1.000e-02, eta: 1 day, 10:19:16, time: 0.859, data_time: 0.007, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7227, loss_cls: 2.2915, loss: 2.2915, grad_norm: 5.8405 2020-09-12 22:04:30,805 - mmaction - INFO - Epoch [10][920/2640] lr: 1.000e-02, eta: 1 day, 10:18:42, time: 1.028, data_time: 0.007, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7234, loss_cls: 2.2589, loss: 2.2589, grad_norm: 6.0044 2020-09-12 22:04:49,939 - mmaction - INFO - Epoch [10][940/2640] lr: 1.000e-02, eta: 1 day, 10:18:02, time: 0.961, data_time: 0.009, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7078, loss_cls: 2.3094, loss: 2.3094, grad_norm: 6.0068 2020-09-12 22:05:10,083 - mmaction - INFO - Epoch [10][960/2640] lr: 1.000e-02, eta: 1 day, 10:17:27, time: 1.007, data_time: 0.008, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.3185, loss: 2.3185, grad_norm: 5.9491 2020-09-12 22:05:28,875 - mmaction - INFO - Epoch [10][980/2640] lr: 1.000e-02, eta: 1 day, 10:16:46, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7125, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.7268 2020-09-12 22:05:49,515 - mmaction - INFO - Epoch [10][1000/2640] lr: 1.000e-02, eta: 1 day, 10:16:12, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7312, loss_cls: 2.2615, loss: 2.2615, grad_norm: 5.9480 2020-09-12 22:06:07,462 - mmaction - INFO - Epoch [10][1020/2640] lr: 1.000e-02, eta: 1 day, 10:15:28, time: 0.901, data_time: 0.006, memory: 7069, top1_acc: 0.4305, top5_acc: 0.6922, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.0926 2020-09-12 22:06:26,459 - mmaction - INFO - Epoch [10][1040/2640] lr: 1.000e-02, eta: 1 day, 10:14:47, time: 0.944, data_time: 0.005, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.9433 2020-09-12 22:06:46,986 - mmaction - INFO - Epoch [10][1060/2640] lr: 1.000e-02, eta: 1 day, 10:14:13, time: 1.030, data_time: 0.009, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7328, loss_cls: 2.2570, loss: 2.2570, grad_norm: 5.7859 2020-09-12 22:07:05,965 - mmaction - INFO - Epoch [10][1080/2640] lr: 1.000e-02, eta: 1 day, 10:13:33, time: 0.946, data_time: 0.008, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7234, loss_cls: 2.2756, loss: 2.2756, grad_norm: 6.1188 2020-09-12 22:07:26,096 - mmaction - INFO - Epoch [10][1100/2640] lr: 1.000e-02, eta: 1 day, 10:12:58, time: 1.012, data_time: 0.016, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7297, loss_cls: 2.2539, loss: 2.2539, grad_norm: 6.3037 2020-09-12 22:07:45,929 - mmaction - INFO - Epoch [10][1120/2640] lr: 1.000e-02, eta: 1 day, 10:12:21, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7141, loss_cls: 2.3121, loss: 2.3121, grad_norm: 5.8327 2020-09-12 22:08:04,846 - mmaction - INFO - Epoch [10][1140/2640] lr: 1.000e-02, eta: 1 day, 10:11:41, time: 0.951, data_time: 0.110, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7195, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.8349 2020-09-12 22:08:24,954 - mmaction - INFO - Epoch [10][1160/2640] lr: 1.000e-02, eta: 1 day, 10:11:05, time: 1.004, data_time: 0.233, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2691, loss: 2.2691, grad_norm: 5.8152 2020-09-12 22:08:43,592 - mmaction - INFO - Epoch [10][1180/2640] lr: 1.000e-02, eta: 1 day, 10:10:24, time: 0.934, data_time: 0.082, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3382, loss: 2.3382, grad_norm: 5.8857 2020-09-12 22:09:04,681 - mmaction - INFO - Epoch [10][1200/2640] lr: 1.000e-02, eta: 1 day, 10:09:52, time: 1.050, data_time: 0.017, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7234, loss_cls: 2.2324, loss: 2.2324, grad_norm: 5.8063 2020-09-12 22:09:23,030 - mmaction - INFO - Epoch [10][1220/2640] lr: 1.000e-02, eta: 1 day, 10:09:10, time: 0.922, data_time: 0.006, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.7303 2020-09-12 22:09:42,616 - mmaction - INFO - Epoch [10][1240/2640] lr: 1.000e-02, eta: 1 day, 10:08:32, time: 0.976, data_time: 0.053, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.9567 2020-09-12 22:10:02,746 - mmaction - INFO - Epoch [10][1260/2640] lr: 1.000e-02, eta: 1 day, 10:07:57, time: 1.009, data_time: 0.297, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7258, loss_cls: 2.2523, loss: 2.2523, grad_norm: 6.2055 2020-09-12 22:10:22,235 - mmaction - INFO - Epoch [10][1280/2640] lr: 1.000e-02, eta: 1 day, 10:07:19, time: 0.974, data_time: 0.260, memory: 7069, top1_acc: 0.4109, top5_acc: 0.7109, loss_cls: 2.3841, loss: 2.3841, grad_norm: 6.2994 2020-09-12 22:10:41,538 - mmaction - INFO - Epoch [10][1300/2640] lr: 1.000e-02, eta: 1 day, 10:06:40, time: 0.962, data_time: 0.145, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7039, loss_cls: 2.3324, loss: 2.3324, grad_norm: 5.8958 2020-09-12 22:11:00,346 - mmaction - INFO - Epoch [10][1320/2640] lr: 1.000e-02, eta: 1 day, 10:06:00, time: 0.943, data_time: 0.088, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7031, loss_cls: 2.3499, loss: 2.3499, grad_norm: 6.1114 2020-09-12 22:11:20,681 - mmaction - INFO - Epoch [10][1340/2640] lr: 1.000e-02, eta: 1 day, 10:05:26, time: 1.017, data_time: 0.412, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.3769, loss: 2.3769, grad_norm: 6.2757 2020-09-12 22:11:40,879 - mmaction - INFO - Epoch [10][1360/2640] lr: 1.000e-02, eta: 1 day, 10:04:51, time: 1.010, data_time: 0.378, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.9074 2020-09-12 22:12:01,347 - mmaction - INFO - Epoch [10][1380/2640] lr: 1.000e-02, eta: 1 day, 10:04:17, time: 1.023, data_time: 0.274, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.2428, loss: 2.2428, grad_norm: 6.0656 2020-09-12 22:12:20,043 - mmaction - INFO - Epoch [10][1400/2640] lr: 1.000e-02, eta: 1 day, 10:03:37, time: 0.936, data_time: 0.152, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7164, loss_cls: 2.2893, loss: 2.2893, grad_norm: 5.9781 2020-09-12 22:12:39,431 - mmaction - INFO - Epoch [10][1420/2640] lr: 1.000e-02, eta: 1 day, 10:02:58, time: 0.969, data_time: 0.054, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7008, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.8936 2020-09-12 22:12:58,342 - mmaction - INFO - Epoch [10][1440/2640] lr: 1.000e-02, eta: 1 day, 10:02:18, time: 0.946, data_time: 0.224, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7297, loss_cls: 2.2682, loss: 2.2682, grad_norm: 6.0324 2020-09-12 22:13:18,545 - mmaction - INFO - Epoch [10][1460/2640] lr: 1.000e-02, eta: 1 day, 10:01:43, time: 1.004, data_time: 0.377, memory: 7069, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.4039, loss: 2.4039, grad_norm: 5.9348 2020-09-12 22:13:37,907 - mmaction - INFO - Epoch [10][1480/2640] lr: 1.000e-02, eta: 1 day, 10:01:06, time: 0.972, data_time: 0.246, memory: 7069, top1_acc: 0.4141, top5_acc: 0.7156, loss_cls: 2.2827, loss: 2.2827, grad_norm: 5.8243 2020-09-12 22:13:58,028 - mmaction - INFO - Epoch [10][1500/2640] lr: 1.000e-02, eta: 1 day, 10:00:30, time: 1.003, data_time: 0.033, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.8332 2020-09-12 22:14:18,111 - mmaction - INFO - Epoch [10][1520/2640] lr: 1.000e-02, eta: 1 day, 9:59:56, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7109, loss_cls: 2.3141, loss: 2.3141, grad_norm: 6.0925 2020-09-12 22:14:37,224 - mmaction - INFO - Epoch [10][1540/2640] lr: 1.000e-02, eta: 1 day, 9:59:17, time: 0.955, data_time: 0.003, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7203, loss_cls: 2.2530, loss: 2.2530, grad_norm: 6.1324 2020-09-12 22:14:55,711 - mmaction - INFO - Epoch [10][1560/2640] lr: 1.000e-02, eta: 1 day, 9:58:34, time: 0.918, data_time: 0.006, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.2223, loss: 2.2223, grad_norm: 5.8096 2020-09-12 22:15:14,908 - mmaction - INFO - Epoch [10][1580/2640] lr: 1.000e-02, eta: 1 day, 9:57:56, time: 0.965, data_time: 0.010, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7086, loss_cls: 2.3259, loss: 2.3259, grad_norm: 6.0416 2020-09-12 22:15:36,095 - mmaction - INFO - Epoch [10][1600/2640] lr: 1.000e-02, eta: 1 day, 9:57:26, time: 1.055, data_time: 0.007, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.8542 2020-09-12 22:15:54,621 - mmaction - INFO - Epoch [10][1620/2640] lr: 1.000e-02, eta: 1 day, 9:56:45, time: 0.933, data_time: 0.008, memory: 7069, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4172, loss: 2.4172, grad_norm: 5.9188 2020-09-12 22:16:14,227 - mmaction - INFO - Epoch [10][1640/2640] lr: 1.000e-02, eta: 1 day, 9:56:08, time: 0.979, data_time: 0.005, memory: 7069, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.3455, loss: 2.3455, grad_norm: 5.8493 2020-09-12 22:16:33,862 - mmaction - INFO - Epoch [10][1660/2640] lr: 1.000e-02, eta: 1 day, 9:55:31, time: 0.982, data_time: 0.013, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3185, loss: 2.3185, grad_norm: 5.9348 2020-09-12 22:16:53,897 - mmaction - INFO - Epoch [10][1680/2640] lr: 1.000e-02, eta: 1 day, 9:54:56, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7242, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.7849 2020-09-12 22:17:11,549 - mmaction - INFO - Epoch [10][1700/2640] lr: 1.000e-02, eta: 1 day, 9:54:11, time: 0.887, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7273, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.9630 2020-09-12 22:17:32,207 - mmaction - INFO - Epoch [10][1720/2640] lr: 1.000e-02, eta: 1 day, 9:53:38, time: 1.028, data_time: 0.006, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7258, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.8203 2020-09-12 22:17:50,593 - mmaction - INFO - Epoch [10][1740/2640] lr: 1.000e-02, eta: 1 day, 9:52:57, time: 0.925, data_time: 0.009, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.3615, loss: 2.3615, grad_norm: 5.8790 2020-09-12 22:18:11,515 - mmaction - INFO - Epoch [10][1760/2640] lr: 1.000e-02, eta: 1 day, 9:52:25, time: 1.040, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7281, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.9033 2020-09-12 22:18:32,593 - mmaction - INFO - Epoch [10][1780/2640] lr: 1.000e-02, eta: 1 day, 9:51:55, time: 1.060, data_time: 0.008, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7086, loss_cls: 2.3683, loss: 2.3683, grad_norm: 6.1242 2020-09-12 22:18:50,983 - mmaction - INFO - Epoch [10][1800/2640] lr: 1.000e-02, eta: 1 day, 9:51:13, time: 0.912, data_time: 0.005, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.3382, loss: 2.3382, grad_norm: 5.9881 2020-09-12 22:19:09,915 - mmaction - INFO - Epoch [10][1820/2640] lr: 1.000e-02, eta: 1 day, 9:50:34, time: 0.953, data_time: 0.010, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.3404, loss: 2.3404, grad_norm: 6.0710 2020-09-12 22:19:29,628 - mmaction - INFO - Epoch [10][1840/2640] lr: 1.000e-02, eta: 1 day, 9:49:58, time: 0.980, data_time: 0.022, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7180, loss_cls: 2.2721, loss: 2.2721, grad_norm: 6.0399 2020-09-12 22:19:49,385 - mmaction - INFO - Epoch [10][1860/2640] lr: 1.000e-02, eta: 1 day, 9:49:22, time: 0.993, data_time: 0.094, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7125, loss_cls: 2.3564, loss: 2.3564, grad_norm: 6.2608 2020-09-12 22:20:07,551 - mmaction - INFO - Epoch [10][1880/2640] lr: 1.000e-02, eta: 1 day, 9:48:40, time: 0.909, data_time: 0.043, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7336, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.8997 2020-09-12 22:20:27,305 - mmaction - INFO - Epoch [10][1900/2640] lr: 1.000e-02, eta: 1 day, 9:48:04, time: 0.988, data_time: 0.003, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7164, loss_cls: 2.2553, loss: 2.2553, grad_norm: 5.8760 2020-09-12 22:20:48,835 - mmaction - INFO - Epoch [10][1920/2640] lr: 1.000e-02, eta: 1 day, 9:47:35, time: 1.072, data_time: 0.007, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7070, loss_cls: 2.3235, loss: 2.3235, grad_norm: 5.9498 2020-09-12 22:21:08,733 - mmaction - INFO - Epoch [10][1940/2640] lr: 1.000e-02, eta: 1 day, 9:47:00, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7328, loss_cls: 2.2478, loss: 2.2478, grad_norm: 6.0712 2020-09-12 22:21:29,235 - mmaction - INFO - Epoch [10][1960/2640] lr: 1.000e-02, eta: 1 day, 9:46:27, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.2837, loss: 2.2837, grad_norm: 6.1012 2020-09-12 22:21:46,346 - mmaction - INFO - Epoch [10][1980/2640] lr: 1.000e-02, eta: 1 day, 9:45:41, time: 0.861, data_time: 0.008, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.2984, loss: 2.2984, grad_norm: 6.0809 2020-09-12 22:22:05,949 - mmaction - INFO - Epoch [10][2000/2640] lr: 1.000e-02, eta: 1 day, 9:45:04, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7188, loss_cls: 2.2940, loss: 2.2940, grad_norm: 5.9904 2020-09-12 22:22:25,328 - mmaction - INFO - Epoch [10][2020/2640] lr: 1.000e-02, eta: 1 day, 9:44:27, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.4102, top5_acc: 0.6992, loss_cls: 2.3626, loss: 2.3626, grad_norm: 6.1558 2020-09-12 22:22:45,703 - mmaction - INFO - Epoch [10][2040/2640] lr: 1.000e-02, eta: 1 day, 9:43:54, time: 1.018, data_time: 0.003, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2116, loss: 2.2116, grad_norm: 6.0397 2020-09-12 22:23:05,299 - mmaction - INFO - Epoch [10][2060/2640] lr: 1.000e-02, eta: 1 day, 9:43:18, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.2742, loss: 2.2742, grad_norm: 5.8970 2020-09-12 22:23:25,131 - mmaction - INFO - Epoch [10][2080/2640] lr: 1.000e-02, eta: 1 day, 9:42:42, time: 0.990, data_time: 0.005, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7242, loss_cls: 2.2754, loss: 2.2754, grad_norm: 5.8453 2020-09-12 22:23:43,796 - mmaction - INFO - Epoch [10][2100/2640] lr: 1.000e-02, eta: 1 day, 9:42:02, time: 0.935, data_time: 0.004, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7336, loss_cls: 2.2358, loss: 2.2358, grad_norm: 6.0152 2020-09-12 22:24:02,819 - mmaction - INFO - Epoch [10][2120/2640] lr: 1.000e-02, eta: 1 day, 9:41:23, time: 0.945, data_time: 0.005, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7156, loss_cls: 2.2818, loss: 2.2818, grad_norm: 6.0916 2020-09-12 22:24:22,894 - mmaction - INFO - Epoch [10][2140/2640] lr: 1.000e-02, eta: 1 day, 9:40:49, time: 1.010, data_time: 0.010, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7312, loss_cls: 2.2321, loss: 2.2321, grad_norm: 6.0705 2020-09-12 22:24:42,724 - mmaction - INFO - Epoch [10][2160/2640] lr: 1.000e-02, eta: 1 day, 9:40:14, time: 0.991, data_time: 0.002, memory: 7069, top1_acc: 0.4313, top5_acc: 0.7023, loss_cls: 2.3523, loss: 2.3523, grad_norm: 6.1622 2020-09-12 22:25:02,081 - mmaction - INFO - Epoch [10][2180/2640] lr: 1.000e-02, eta: 1 day, 9:39:37, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7219, loss_cls: 2.2864, loss: 2.2864, grad_norm: 5.9394 2020-09-12 22:25:21,325 - mmaction - INFO - Epoch [10][2200/2640] lr: 1.000e-02, eta: 1 day, 9:38:59, time: 0.962, data_time: 0.002, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7211, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.8677 2020-09-12 22:25:39,890 - mmaction - INFO - Epoch [10][2220/2640] lr: 1.000e-02, eta: 1 day, 9:38:19, time: 0.929, data_time: 0.002, memory: 7069, top1_acc: 0.4203, top5_acc: 0.7102, loss_cls: 2.3545, loss: 2.3545, grad_norm: 5.9697 2020-09-12 22:26:00,331 - mmaction - INFO - Epoch [10][2240/2640] lr: 1.000e-02, eta: 1 day, 9:37:46, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7039, loss_cls: 2.3297, loss: 2.3297, grad_norm: 5.8868 2020-09-12 22:26:18,780 - mmaction - INFO - Epoch [10][2260/2640] lr: 1.000e-02, eta: 1 day, 9:37:06, time: 0.927, data_time: 0.008, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7156, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.8615 2020-09-12 22:26:39,496 - mmaction - INFO - Epoch [10][2280/2640] lr: 1.000e-02, eta: 1 day, 9:36:34, time: 1.032, data_time: 0.006, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7148, loss_cls: 2.3109, loss: 2.3109, grad_norm: 6.0026 2020-09-12 22:26:59,267 - mmaction - INFO - Epoch [10][2300/2640] lr: 1.000e-02, eta: 1 day, 9:35:59, time: 0.992, data_time: 0.009, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7063, loss_cls: 2.2792, loss: 2.2792, grad_norm: 5.7671 2020-09-12 22:27:18,739 - mmaction - INFO - Epoch [10][2320/2640] lr: 1.000e-02, eta: 1 day, 9:35:22, time: 0.972, data_time: 0.007, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7312, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.9678 2020-09-12 22:27:36,302 - mmaction - INFO - Epoch [10][2340/2640] lr: 1.000e-02, eta: 1 day, 9:34:38, time: 0.882, data_time: 0.007, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7055, loss_cls: 2.3381, loss: 2.3381, grad_norm: 6.1162 2020-09-12 22:27:56,581 - mmaction - INFO - Epoch [10][2360/2640] lr: 1.000e-02, eta: 1 day, 9:34:05, time: 1.011, data_time: 0.005, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7398, loss_cls: 2.1779, loss: 2.1779, grad_norm: 5.9247 2020-09-12 22:28:15,430 - mmaction - INFO - Epoch [10][2380/2640] lr: 1.000e-02, eta: 1 day, 9:33:26, time: 0.942, data_time: 0.005, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7125, loss_cls: 2.2970, loss: 2.2970, grad_norm: 6.0421 2020-09-12 22:28:35,486 - mmaction - INFO - Epoch [10][2400/2640] lr: 1.000e-02, eta: 1 day, 9:32:52, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.4533, loss: 2.4533, grad_norm: 6.0813 2020-09-12 22:28:54,986 - mmaction - INFO - Epoch [10][2420/2640] lr: 1.000e-02, eta: 1 day, 9:32:16, time: 0.976, data_time: 0.004, memory: 7069, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.7285 2020-09-12 22:29:15,670 - mmaction - INFO - Epoch [10][2440/2640] lr: 1.000e-02, eta: 1 day, 9:31:44, time: 1.029, data_time: 0.011, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7305, loss_cls: 2.2535, loss: 2.2535, grad_norm: 6.0605 2020-09-12 22:29:36,629 - mmaction - INFO - Epoch [10][2460/2640] lr: 1.000e-02, eta: 1 day, 9:31:14, time: 1.052, data_time: 0.007, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.8913 2020-09-12 22:29:54,407 - mmaction - INFO - Epoch [10][2480/2640] lr: 1.000e-02, eta: 1 day, 9:30:30, time: 0.885, data_time: 0.006, memory: 7069, top1_acc: 0.4273, top5_acc: 0.6914, loss_cls: 2.3879, loss: 2.3879, grad_norm: 6.0711 2020-09-12 22:30:12,216 - mmaction - INFO - Epoch [10][2500/2640] lr: 1.000e-02, eta: 1 day, 9:29:48, time: 0.895, data_time: 0.042, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.9417 2020-09-12 22:30:32,535 - mmaction - INFO - Epoch [10][2520/2640] lr: 1.000e-02, eta: 1 day, 9:29:15, time: 1.012, data_time: 0.235, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7336, loss_cls: 2.2405, loss: 2.2405, grad_norm: 6.0734 2020-09-12 22:30:52,093 - mmaction - INFO - Epoch [10][2540/2640] lr: 1.000e-02, eta: 1 day, 9:28:39, time: 0.982, data_time: 0.318, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7188, loss_cls: 2.2681, loss: 2.2681, grad_norm: 6.0412 2020-09-12 22:31:10,831 - mmaction - INFO - Epoch [10][2560/2640] lr: 1.000e-02, eta: 1 day, 9:28:00, time: 0.932, data_time: 0.168, memory: 7069, top1_acc: 0.4289, top5_acc: 0.7047, loss_cls: 2.3249, loss: 2.3249, grad_norm: 6.1724 2020-09-12 22:31:31,226 - mmaction - INFO - Epoch [10][2580/2640] lr: 1.000e-02, eta: 1 day, 9:27:27, time: 1.024, data_time: 0.433, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7367, loss_cls: 2.2419, loss: 2.2419, grad_norm: 5.9958 2020-09-12 22:31:50,307 - mmaction - INFO - Epoch [10][2600/2640] lr: 1.000e-02, eta: 1 day, 9:26:50, time: 0.952, data_time: 0.102, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.6453 2020-09-12 22:32:11,320 - mmaction - INFO - Epoch [10][2620/2640] lr: 1.000e-02, eta: 1 day, 9:26:20, time: 1.052, data_time: 0.104, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.8721 2020-09-12 22:32:27,552 - mmaction - INFO - Epoch [10][2640/2640] lr: 1.000e-02, eta: 1 day, 9:25:31, time: 0.811, data_time: 0.006, memory: 7069, top1_acc: 0.4460, top5_acc: 0.7379, loss_cls: 2.2233, loss: 2.2233, grad_norm: 6.2255 2020-09-12 22:32:46,310 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-09-12 22:39:48,827 - mmaction - INFO - Epoch [11][20/2640] lr: 1.000e-02, eta: 1 day, 9:51:37, time: 21.023, data_time: 19.918, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.2609, loss: 2.2609, grad_norm: 5.7446 2020-09-12 22:40:09,208 - mmaction - INFO - Epoch [11][40/2640] lr: 1.000e-02, eta: 1 day, 9:51:04, time: 1.026, data_time: 0.022, memory: 7069, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.3824, loss: 2.3824, grad_norm: 5.9910 2020-09-12 22:40:26,878 - mmaction - INFO - Epoch [11][60/2640] lr: 1.000e-02, eta: 1 day, 9:50:19, time: 0.888, data_time: 0.023, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7414, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.9554 2020-09-12 22:40:47,356 - mmaction - INFO - Epoch [11][80/2640] lr: 1.000e-02, eta: 1 day, 9:49:46, time: 1.024, data_time: 0.253, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7266, loss_cls: 2.2548, loss: 2.2548, grad_norm: 6.0665 2020-09-12 22:41:05,556 - mmaction - INFO - Epoch [11][100/2640] lr: 1.000e-02, eta: 1 day, 9:49:03, time: 0.905, data_time: 0.121, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7203, loss_cls: 2.2741, loss: 2.2741, grad_norm: 6.4864 2020-09-12 22:41:25,802 - mmaction - INFO - Epoch [11][120/2640] lr: 1.000e-02, eta: 1 day, 9:48:29, time: 1.016, data_time: 0.117, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7297, loss_cls: 2.2688, loss: 2.2688, grad_norm: 6.1936 2020-09-12 22:41:46,293 - mmaction - INFO - Epoch [11][140/2640] lr: 1.000e-02, eta: 1 day, 9:47:55, time: 1.022, data_time: 0.344, memory: 7069, top1_acc: 0.4313, top5_acc: 0.7234, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.8056 2020-09-12 22:42:06,965 - mmaction - INFO - Epoch [11][160/2640] lr: 1.000e-02, eta: 1 day, 9:47:23, time: 1.037, data_time: 0.441, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.2413, loss: 2.2413, grad_norm: 6.0157 2020-09-12 22:42:26,083 - mmaction - INFO - Epoch [11][180/2640] lr: 1.000e-02, eta: 1 day, 9:46:44, time: 0.957, data_time: 0.332, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.2895, loss: 2.2895, grad_norm: 6.1820 2020-09-12 22:42:45,882 - mmaction - INFO - Epoch [11][200/2640] lr: 1.000e-02, eta: 1 day, 9:46:08, time: 0.985, data_time: 0.394, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7258, loss_cls: 2.2123, loss: 2.2123, grad_norm: 6.0903 2020-09-12 22:43:05,092 - mmaction - INFO - Epoch [11][220/2640] lr: 1.000e-02, eta: 1 day, 9:45:30, time: 0.966, data_time: 0.380, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.9183 2020-09-12 22:43:23,786 - mmaction - INFO - Epoch [11][240/2640] lr: 1.000e-02, eta: 1 day, 9:44:49, time: 0.931, data_time: 0.326, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.1726, loss: 2.1726, grad_norm: 6.1644 2020-09-12 22:43:43,475 - mmaction - INFO - Epoch [11][260/2640] lr: 1.000e-02, eta: 1 day, 9:44:13, time: 0.988, data_time: 0.278, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2305, loss: 2.2305, grad_norm: 5.7253 2020-09-12 22:44:01,433 - mmaction - INFO - Epoch [11][280/2640] lr: 1.000e-02, eta: 1 day, 9:43:30, time: 0.892, data_time: 0.260, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7344, loss_cls: 2.2192, loss: 2.2192, grad_norm: 6.2212 2020-09-12 22:44:22,099 - mmaction - INFO - Epoch [11][300/2640] lr: 1.000e-02, eta: 1 day, 9:42:57, time: 1.039, data_time: 0.008, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7141, loss_cls: 2.3098, loss: 2.3098, grad_norm: 6.0910 2020-09-12 22:44:41,665 - mmaction - INFO - Epoch [11][320/2640] lr: 1.000e-02, eta: 1 day, 9:42:21, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7211, loss_cls: 2.2901, loss: 2.2901, grad_norm: 6.0425 2020-09-12 22:45:01,411 - mmaction - INFO - Epoch [11][340/2640] lr: 1.000e-02, eta: 1 day, 9:41:45, time: 0.986, data_time: 0.112, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7070, loss_cls: 2.3297, loss: 2.3297, grad_norm: 6.1614 2020-09-12 22:45:20,406 - mmaction - INFO - Epoch [11][360/2640] lr: 1.000e-02, eta: 1 day, 9:41:06, time: 0.950, data_time: 0.046, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7250, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.0104 2020-09-12 22:45:39,991 - mmaction - INFO - Epoch [11][380/2640] lr: 1.000e-02, eta: 1 day, 9:40:29, time: 0.976, data_time: 0.040, memory: 7069, top1_acc: 0.4391, top5_acc: 0.6969, loss_cls: 2.3372, loss: 2.3372, grad_norm: 6.0700 2020-09-12 22:46:00,018 - mmaction - INFO - Epoch [11][400/2640] lr: 1.000e-02, eta: 1 day, 9:39:54, time: 1.005, data_time: 0.009, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.8583 2020-09-12 22:46:18,084 - mmaction - INFO - Epoch [11][420/2640] lr: 1.000e-02, eta: 1 day, 9:39:11, time: 0.898, data_time: 0.006, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.8840 2020-09-12 22:46:38,458 - mmaction - INFO - Epoch [11][440/2640] lr: 1.000e-02, eta: 1 day, 9:38:38, time: 1.023, data_time: 0.025, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.7773 2020-09-12 22:46:58,758 - mmaction - INFO - Epoch [11][460/2640] lr: 1.000e-02, eta: 1 day, 9:38:04, time: 1.010, data_time: 0.032, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7383, loss_cls: 2.1747, loss: 2.1747, grad_norm: 6.0145 2020-09-12 22:47:19,409 - mmaction - INFO - Epoch [11][480/2640] lr: 1.000e-02, eta: 1 day, 9:37:32, time: 1.037, data_time: 0.007, memory: 7069, top1_acc: 0.4344, top5_acc: 0.7109, loss_cls: 2.3181, loss: 2.3181, grad_norm: 6.1126 2020-09-12 22:47:38,959 - mmaction - INFO - Epoch [11][500/2640] lr: 1.000e-02, eta: 1 day, 9:36:55, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.2598, loss: 2.2598, grad_norm: 6.1335 2020-09-12 22:47:57,301 - mmaction - INFO - Epoch [11][520/2640] lr: 1.000e-02, eta: 1 day, 9:36:14, time: 0.917, data_time: 0.003, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.2911, loss: 2.2911, grad_norm: 5.9769 2020-09-12 22:48:17,058 - mmaction - INFO - Epoch [11][540/2640] lr: 1.000e-02, eta: 1 day, 9:35:38, time: 0.984, data_time: 0.021, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.8615 2020-09-12 22:48:35,738 - mmaction - INFO - Epoch [11][560/2640] lr: 1.000e-02, eta: 1 day, 9:34:58, time: 0.938, data_time: 0.056, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.1911, loss: 2.1911, grad_norm: 5.6612 2020-09-12 22:48:55,699 - mmaction - INFO - Epoch [11][580/2640] lr: 1.000e-02, eta: 1 day, 9:34:23, time: 0.992, data_time: 0.049, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7289, loss_cls: 2.2520, loss: 2.2520, grad_norm: 6.2953 2020-09-12 22:49:16,478 - mmaction - INFO - Epoch [11][600/2640] lr: 1.000e-02, eta: 1 day, 9:33:52, time: 1.044, data_time: 0.021, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.2421, loss: 2.2421, grad_norm: 6.1202 2020-09-12 22:49:33,780 - mmaction - INFO - Epoch [11][620/2640] lr: 1.000e-02, eta: 1 day, 9:33:06, time: 0.861, data_time: 0.004, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7141, loss_cls: 2.3386, loss: 2.3386, grad_norm: 6.0920 2020-09-12 22:49:53,614 - mmaction - INFO - Epoch [11][640/2640] lr: 1.000e-02, eta: 1 day, 9:32:31, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.2765, loss: 2.2765, grad_norm: 5.8264 2020-09-12 22:50:12,657 - mmaction - INFO - Epoch [11][660/2640] lr: 1.000e-02, eta: 1 day, 9:31:52, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7258, loss_cls: 2.2612, loss: 2.2612, grad_norm: 6.1146 2020-09-12 22:50:32,682 - mmaction - INFO - Epoch [11][680/2640] lr: 1.000e-02, eta: 1 day, 9:31:18, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.2051, loss: 2.2051, grad_norm: 5.9812 2020-09-12 22:50:51,777 - mmaction - INFO - Epoch [11][700/2640] lr: 1.000e-02, eta: 1 day, 9:30:40, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.2710, loss: 2.2710, grad_norm: 5.9104 2020-09-12 22:51:12,079 - mmaction - INFO - Epoch [11][720/2640] lr: 1.000e-02, eta: 1 day, 9:30:07, time: 1.015, data_time: 0.003, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7344, loss_cls: 2.2426, loss: 2.2426, grad_norm: 6.0764 2020-09-12 22:51:32,983 - mmaction - INFO - Epoch [11][740/2640] lr: 1.000e-02, eta: 1 day, 9:29:35, time: 1.044, data_time: 0.006, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.8984 2020-09-12 22:51:51,198 - mmaction - INFO - Epoch [11][760/2640] lr: 1.000e-02, eta: 1 day, 9:28:54, time: 0.910, data_time: 0.004, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.9911 2020-09-12 22:52:12,136 - mmaction - INFO - Epoch [11][780/2640] lr: 1.000e-02, eta: 1 day, 9:28:23, time: 1.045, data_time: 0.007, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7148, loss_cls: 2.2951, loss: 2.2951, grad_norm: 6.2251 2020-09-12 22:52:31,044 - mmaction - INFO - Epoch [11][800/2640] lr: 1.000e-02, eta: 1 day, 9:27:44, time: 0.949, data_time: 0.008, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2195, loss: 2.2195, grad_norm: 6.0136 2020-09-12 22:52:50,366 - mmaction - INFO - Epoch [11][820/2640] lr: 1.000e-02, eta: 1 day, 9:27:07, time: 0.965, data_time: 0.006, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.1757, loss: 2.1757, grad_norm: 6.0691 2020-09-12 22:53:11,675 - mmaction - INFO - Epoch [11][840/2640] lr: 1.000e-02, eta: 1 day, 9:26:38, time: 1.066, data_time: 0.004, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7328, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.9750 2020-09-12 22:53:30,371 - mmaction - INFO - Epoch [11][860/2640] lr: 1.000e-02, eta: 1 day, 9:25:58, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.8401 2020-09-12 22:53:49,288 - mmaction - INFO - Epoch [11][880/2640] lr: 1.000e-02, eta: 1 day, 9:25:20, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7320, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.9035 2020-09-12 22:54:09,346 - mmaction - INFO - Epoch [11][900/2640] lr: 1.000e-02, eta: 1 day, 9:24:46, time: 1.005, data_time: 0.053, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2103, loss: 2.2103, grad_norm: 6.1099 2020-09-12 22:54:29,984 - mmaction - INFO - Epoch [11][920/2640] lr: 1.000e-02, eta: 1 day, 9:24:14, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7102, loss_cls: 2.3045, loss: 2.3045, grad_norm: 6.2232 2020-09-12 22:54:49,373 - mmaction - INFO - Epoch [11][940/2640] lr: 1.000e-02, eta: 1 day, 9:23:37, time: 0.970, data_time: 0.003, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.2616, loss: 2.2616, grad_norm: 6.0206 2020-09-12 22:55:08,552 - mmaction - INFO - Epoch [11][960/2640] lr: 1.000e-02, eta: 1 day, 9:22:59, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7266, loss_cls: 2.2876, loss: 2.2876, grad_norm: 6.1733 2020-09-12 22:55:28,277 - mmaction - INFO - Epoch [11][980/2640] lr: 1.000e-02, eta: 1 day, 9:22:24, time: 0.986, data_time: 0.002, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2508, loss: 2.2508, grad_norm: 5.8520 2020-09-12 22:55:46,640 - mmaction - INFO - Epoch [11][1000/2640] lr: 1.000e-02, eta: 1 day, 9:21:43, time: 0.914, data_time: 0.006, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7180, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.8491 2020-09-12 22:56:07,345 - mmaction - INFO - Epoch [11][1020/2640] lr: 1.000e-02, eta: 1 day, 9:21:12, time: 1.040, data_time: 0.007, memory: 7069, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.3322, loss: 2.3322, grad_norm: 6.0417 2020-09-12 22:56:25,330 - mmaction - INFO - Epoch [11][1040/2640] lr: 1.000e-02, eta: 1 day, 9:20:30, time: 0.898, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7172, loss_cls: 2.2935, loss: 2.2935, grad_norm: 5.9203 2020-09-12 22:56:44,419 - mmaction - INFO - Epoch [11][1060/2640] lr: 1.000e-02, eta: 1 day, 9:19:52, time: 0.955, data_time: 0.004, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.9122 2020-09-12 22:57:04,279 - mmaction - INFO - Epoch [11][1080/2640] lr: 1.000e-02, eta: 1 day, 9:19:17, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7195, loss_cls: 2.2500, loss: 2.2500, grad_norm: 6.0756 2020-09-12 22:57:24,095 - mmaction - INFO - Epoch [11][1100/2640] lr: 1.000e-02, eta: 1 day, 9:18:43, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7148, loss_cls: 2.2948, loss: 2.2948, grad_norm: 6.1967 2020-09-12 22:57:44,412 - mmaction - INFO - Epoch [11][1120/2640] lr: 1.000e-02, eta: 1 day, 9:18:09, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.7877 2020-09-12 22:58:02,600 - mmaction - INFO - Epoch [11][1140/2640] lr: 1.000e-02, eta: 1 day, 9:17:29, time: 0.915, data_time: 0.008, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7203, loss_cls: 2.3046, loss: 2.3046, grad_norm: 6.1905 2020-09-12 22:58:23,067 - mmaction - INFO - Epoch [11][1160/2640] lr: 1.000e-02, eta: 1 day, 9:16:56, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.2512, loss: 2.2512, grad_norm: 6.0626 2020-09-12 22:58:41,728 - mmaction - INFO - Epoch [11][1180/2640] lr: 1.000e-02, eta: 1 day, 9:16:17, time: 0.938, data_time: 0.009, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.2875, loss: 2.2875, grad_norm: 5.7837 2020-09-12 22:59:01,854 - mmaction - INFO - Epoch [11][1200/2640] lr: 1.000e-02, eta: 1 day, 9:15:43, time: 1.002, data_time: 0.006, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7234, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.8874 2020-09-12 22:59:20,663 - mmaction - INFO - Epoch [11][1220/2640] lr: 1.000e-02, eta: 1 day, 9:15:05, time: 0.946, data_time: 0.009, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7211, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.9584 2020-09-12 22:59:40,818 - mmaction - INFO - Epoch [11][1240/2640] lr: 1.000e-02, eta: 1 day, 9:14:31, time: 1.003, data_time: 0.005, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7211, loss_cls: 2.2624, loss: 2.2624, grad_norm: 6.0517 2020-09-12 23:00:01,478 - mmaction - INFO - Epoch [11][1260/2640] lr: 1.000e-02, eta: 1 day, 9:14:00, time: 1.039, data_time: 0.008, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7227, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.9634 2020-09-12 23:00:23,409 - mmaction - INFO - Epoch [11][1280/2640] lr: 1.000e-02, eta: 1 day, 9:13:33, time: 1.090, data_time: 0.005, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.8287 2020-09-12 23:00:44,370 - mmaction - INFO - Epoch [11][1300/2640] lr: 1.000e-02, eta: 1 day, 9:13:02, time: 1.039, data_time: 0.012, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7359, loss_cls: 2.2611, loss: 2.2611, grad_norm: 6.1736 2020-09-12 23:01:03,970 - mmaction - INFO - Epoch [11][1320/2640] lr: 1.000e-02, eta: 1 day, 9:12:28, time: 0.994, data_time: 0.029, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7094, loss_cls: 2.2817, loss: 2.2817, grad_norm: 6.0494 2020-09-12 23:01:23,314 - mmaction - INFO - Epoch [11][1340/2640] lr: 1.000e-02, eta: 1 day, 9:11:51, time: 0.966, data_time: 0.003, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7453, loss_cls: 2.2231, loss: 2.2231, grad_norm: 6.1416 2020-09-12 23:01:43,353 - mmaction - INFO - Epoch [11][1360/2640] lr: 1.000e-02, eta: 1 day, 9:11:17, time: 1.004, data_time: 0.004, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7430, loss_cls: 2.2360, loss: 2.2360, grad_norm: 6.1449 2020-09-12 23:02:03,464 - mmaction - INFO - Epoch [11][1380/2640] lr: 1.000e-02, eta: 1 day, 9:10:44, time: 1.006, data_time: 0.006, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.2686, loss: 2.2686, grad_norm: 6.1835 2020-09-12 23:02:22,071 - mmaction - INFO - Epoch [11][1400/2640] lr: 1.000e-02, eta: 1 day, 9:10:04, time: 0.923, data_time: 0.005, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7234, loss_cls: 2.2443, loss: 2.2443, grad_norm: 6.0906 2020-09-12 23:02:43,351 - mmaction - INFO - Epoch [11][1420/2640] lr: 1.000e-02, eta: 1 day, 9:09:36, time: 1.071, data_time: 0.010, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2665, loss: 2.2665, grad_norm: 6.0821 2020-09-12 23:03:02,620 - mmaction - INFO - Epoch [11][1440/2640] lr: 1.000e-02, eta: 1 day, 9:08:59, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7086, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.0404 2020-09-12 23:03:22,007 - mmaction - INFO - Epoch [11][1460/2640] lr: 1.000e-02, eta: 1 day, 9:08:23, time: 0.970, data_time: 0.008, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7336, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.9514 2020-09-12 23:03:41,822 - mmaction - INFO - Epoch [11][1480/2640] lr: 1.000e-02, eta: 1 day, 9:07:48, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.9705 2020-09-12 23:04:00,319 - mmaction - INFO - Epoch [11][1500/2640] lr: 1.000e-02, eta: 1 day, 9:07:09, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7461, loss_cls: 2.1990, loss: 2.1990, grad_norm: 6.3113 2020-09-12 23:04:20,010 - mmaction - INFO - Epoch [11][1520/2640] lr: 1.000e-02, eta: 1 day, 9:06:34, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2454, loss: 2.2454, grad_norm: 6.0588 2020-09-12 23:04:39,239 - mmaction - INFO - Epoch [11][1540/2640] lr: 1.000e-02, eta: 1 day, 9:05:58, time: 0.962, data_time: 0.003, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1567, loss: 2.1567, grad_norm: 6.0408 2020-09-12 23:04:59,427 - mmaction - INFO - Epoch [11][1560/2640] lr: 1.000e-02, eta: 1 day, 9:05:24, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3065, loss: 2.3065, grad_norm: 6.1019 2020-09-12 23:05:20,030 - mmaction - INFO - Epoch [11][1580/2640] lr: 1.000e-02, eta: 1 day, 9:04:53, time: 1.035, data_time: 0.007, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7289, loss_cls: 2.2295, loss: 2.2295, grad_norm: 5.9389 2020-09-12 23:05:39,036 - mmaction - INFO - Epoch [11][1600/2640] lr: 1.000e-02, eta: 1 day, 9:04:16, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7234, loss_cls: 2.2257, loss: 2.2257, grad_norm: 6.0413 2020-09-12 23:05:59,061 - mmaction - INFO - Epoch [11][1620/2640] lr: 1.000e-02, eta: 1 day, 9:03:42, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7398, loss_cls: 2.1703, loss: 2.1703, grad_norm: 6.0798 2020-09-12 23:06:16,665 - mmaction - INFO - Epoch [11][1640/2640] lr: 1.000e-02, eta: 1 day, 9:03:00, time: 0.881, data_time: 0.003, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7328, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.9505 2020-09-12 23:06:37,277 - mmaction - INFO - Epoch [11][1660/2640] lr: 1.000e-02, eta: 1 day, 9:02:28, time: 1.025, data_time: 0.033, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.9552 2020-09-12 23:06:57,151 - mmaction - INFO - Epoch [11][1680/2640] lr: 1.000e-02, eta: 1 day, 9:01:55, time: 0.999, data_time: 0.008, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7320, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.8554 2020-09-12 23:07:16,149 - mmaction - INFO - Epoch [11][1700/2640] lr: 1.000e-02, eta: 1 day, 9:01:17, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7125, loss_cls: 2.2707, loss: 2.2707, grad_norm: 6.1199 2020-09-12 23:07:33,961 - mmaction - INFO - Epoch [11][1720/2640] lr: 1.000e-02, eta: 1 day, 9:00:36, time: 0.895, data_time: 0.008, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.2871, loss: 2.2871, grad_norm: 5.7982 2020-09-12 23:07:53,984 - mmaction - INFO - Epoch [11][1740/2640] lr: 1.000e-02, eta: 1 day, 9:00:02, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.1999, loss: 2.1999, grad_norm: 6.0380 2020-09-12 23:08:13,703 - mmaction - INFO - Epoch [11][1760/2640] lr: 1.000e-02, eta: 1 day, 8:59:28, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7336, loss_cls: 2.2789, loss: 2.2789, grad_norm: 5.9756 2020-09-12 23:08:32,898 - mmaction - INFO - Epoch [11][1780/2640] lr: 1.000e-02, eta: 1 day, 8:58:51, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7195, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.9983 2020-09-12 23:08:51,361 - mmaction - INFO - Epoch [11][1800/2640] lr: 1.000e-02, eta: 1 day, 8:58:12, time: 0.923, data_time: 0.003, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.9268 2020-09-12 23:09:12,380 - mmaction - INFO - Epoch [11][1820/2640] lr: 1.000e-02, eta: 1 day, 8:57:42, time: 1.050, data_time: 0.005, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7227, loss_cls: 2.2259, loss: 2.2259, grad_norm: 6.1134 2020-09-12 23:09:31,020 - mmaction - INFO - Epoch [11][1840/2640] lr: 1.000e-02, eta: 1 day, 8:57:04, time: 0.933, data_time: 0.004, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7484, loss_cls: 2.1244, loss: 2.1244, grad_norm: 6.0083 2020-09-12 23:09:51,704 - mmaction - INFO - Epoch [11][1860/2640] lr: 1.000e-02, eta: 1 day, 8:56:33, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.4320, top5_acc: 0.7117, loss_cls: 2.3284, loss: 2.3284, grad_norm: 6.0567 2020-09-12 23:10:10,359 - mmaction - INFO - Epoch [11][1880/2640] lr: 1.000e-02, eta: 1 day, 8:55:55, time: 0.938, data_time: 0.009, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7070, loss_cls: 2.3253, loss: 2.3253, grad_norm: 6.0683 2020-09-12 23:10:29,665 - mmaction - INFO - Epoch [11][1900/2640] lr: 1.000e-02, eta: 1 day, 8:55:19, time: 0.967, data_time: 0.003, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.3328, loss: 2.3328, grad_norm: 6.0629 2020-09-12 23:10:50,023 - mmaction - INFO - Epoch [11][1920/2640] lr: 1.000e-02, eta: 1 day, 8:54:47, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7367, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.8756 2020-09-12 23:11:09,159 - mmaction - INFO - Epoch [11][1940/2640] lr: 1.000e-02, eta: 1 day, 8:54:11, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2614, loss: 2.2614, grad_norm: 6.0295 2020-09-12 23:11:29,335 - mmaction - INFO - Epoch [11][1960/2640] lr: 1.000e-02, eta: 1 day, 8:53:38, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7039, loss_cls: 2.3230, loss: 2.3230, grad_norm: 6.1603 2020-09-12 23:11:48,585 - mmaction - INFO - Epoch [11][1980/2640] lr: 1.000e-02, eta: 1 day, 8:53:02, time: 0.966, data_time: 0.007, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7250, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.9390 2020-09-12 23:12:07,812 - mmaction - INFO - Epoch [11][2000/2640] lr: 1.000e-02, eta: 1 day, 8:52:26, time: 0.960, data_time: 0.003, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7312, loss_cls: 2.2399, loss: 2.2399, grad_norm: 6.0201 2020-09-12 23:12:26,751 - mmaction - INFO - Epoch [11][2020/2640] lr: 1.000e-02, eta: 1 day, 8:51:49, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7188, loss_cls: 2.2787, loss: 2.2787, grad_norm: 6.0321 2020-09-12 23:12:46,532 - mmaction - INFO - Epoch [11][2040/2640] lr: 1.000e-02, eta: 1 day, 8:51:15, time: 0.990, data_time: 0.004, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7234, loss_cls: 2.2469, loss: 2.2469, grad_norm: 6.0354 2020-09-12 23:13:07,522 - mmaction - INFO - Epoch [11][2060/2640] lr: 1.000e-02, eta: 1 day, 8:50:45, time: 1.048, data_time: 0.005, memory: 7069, top1_acc: 0.4211, top5_acc: 0.6953, loss_cls: 2.4053, loss: 2.4053, grad_norm: 6.0011 2020-09-12 23:13:26,191 - mmaction - INFO - Epoch [11][2080/2640] lr: 1.000e-02, eta: 1 day, 8:50:07, time: 0.935, data_time: 0.004, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7148, loss_cls: 2.3218, loss: 2.3218, grad_norm: 6.0475 2020-09-12 23:13:46,448 - mmaction - INFO - Epoch [11][2100/2640] lr: 1.000e-02, eta: 1 day, 8:49:35, time: 1.012, data_time: 0.005, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7180, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.8963 2020-09-12 23:14:05,829 - mmaction - INFO - Epoch [11][2120/2640] lr: 1.000e-02, eta: 1 day, 8:49:00, time: 0.970, data_time: 0.003, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.2804, loss: 2.2804, grad_norm: 6.1021 2020-09-12 23:14:24,372 - mmaction - INFO - Epoch [11][2140/2640] lr: 1.000e-02, eta: 1 day, 8:48:21, time: 0.924, data_time: 0.006, memory: 7069, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.7845 2020-09-12 23:14:43,631 - mmaction - INFO - Epoch [11][2160/2640] lr: 1.000e-02, eta: 1 day, 8:47:45, time: 0.966, data_time: 0.070, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.7943 2020-09-12 23:15:02,734 - mmaction - INFO - Epoch [11][2180/2640] lr: 1.000e-02, eta: 1 day, 8:47:09, time: 0.955, data_time: 0.036, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7320, loss_cls: 2.2358, loss: 2.2358, grad_norm: 6.1577 2020-09-12 23:15:23,434 - mmaction - INFO - Epoch [11][2200/2640] lr: 1.000e-02, eta: 1 day, 8:46:39, time: 1.036, data_time: 0.052, memory: 7069, top1_acc: 0.4219, top5_acc: 0.7078, loss_cls: 2.3649, loss: 2.3649, grad_norm: 6.0858 2020-09-12 23:15:42,964 - mmaction - INFO - Epoch [11][2220/2640] lr: 1.000e-02, eta: 1 day, 8:46:04, time: 0.975, data_time: 0.337, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7211, loss_cls: 2.3096, loss: 2.3096, grad_norm: 5.9642 2020-09-12 23:16:02,284 - mmaction - INFO - Epoch [11][2240/2640] lr: 1.000e-02, eta: 1 day, 8:45:28, time: 0.966, data_time: 0.379, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.7820 2020-09-12 23:16:20,713 - mmaction - INFO - Epoch [11][2260/2640] lr: 1.000e-02, eta: 1 day, 8:44:50, time: 0.922, data_time: 0.324, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7242, loss_cls: 2.3069, loss: 2.3069, grad_norm: 5.8772 2020-09-12 23:16:41,031 - mmaction - INFO - Epoch [11][2280/2640] lr: 1.000e-02, eta: 1 day, 8:44:18, time: 1.017, data_time: 0.426, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.2518, loss: 2.2518, grad_norm: 5.9022 2020-09-12 23:17:00,286 - mmaction - INFO - Epoch [11][2300/2640] lr: 1.000e-02, eta: 1 day, 8:43:42, time: 0.956, data_time: 0.362, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3098, loss: 2.3098, grad_norm: 5.9775 2020-09-12 23:17:19,830 - mmaction - INFO - Epoch [11][2320/2640] lr: 1.000e-02, eta: 1 day, 8:43:08, time: 0.984, data_time: 0.306, memory: 7069, top1_acc: 0.4250, top5_acc: 0.7133, loss_cls: 2.3163, loss: 2.3163, grad_norm: 5.9566 2020-09-12 23:17:40,819 - mmaction - INFO - Epoch [11][2340/2640] lr: 1.000e-02, eta: 1 day, 8:42:38, time: 1.049, data_time: 0.005, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7258, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.9006 2020-09-12 23:17:58,189 - mmaction - INFO - Epoch [11][2360/2640] lr: 1.000e-02, eta: 1 day, 8:41:56, time: 0.869, data_time: 0.004, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7258, loss_cls: 2.2632, loss: 2.2632, grad_norm: 6.0183 2020-09-12 23:18:19,271 - mmaction - INFO - Epoch [11][2380/2640] lr: 1.000e-02, eta: 1 day, 8:41:27, time: 1.049, data_time: 0.006, memory: 7069, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.9288 2020-09-12 23:18:37,152 - mmaction - INFO - Epoch [11][2400/2640] lr: 1.000e-02, eta: 1 day, 8:40:47, time: 0.899, data_time: 0.008, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.9115 2020-09-12 23:18:57,371 - mmaction - INFO - Epoch [11][2420/2640] lr: 1.000e-02, eta: 1 day, 8:40:15, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.9975 2020-09-12 23:19:16,451 - mmaction - INFO - Epoch [11][2440/2640] lr: 1.000e-02, eta: 1 day, 8:39:38, time: 0.954, data_time: 0.004, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7172, loss_cls: 2.3040, loss: 2.3040, grad_norm: 6.1895 2020-09-12 23:19:36,636 - mmaction - INFO - Epoch [11][2460/2640] lr: 1.000e-02, eta: 1 day, 8:39:06, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7391, loss_cls: 2.2033, loss: 2.2033, grad_norm: 6.0703 2020-09-12 23:19:55,882 - mmaction - INFO - Epoch [11][2480/2640] lr: 1.000e-02, eta: 1 day, 8:38:31, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7297, loss_cls: 2.2635, loss: 2.2635, grad_norm: 6.1262 2020-09-12 23:20:16,903 - mmaction - INFO - Epoch [11][2500/2640] lr: 1.000e-02, eta: 1 day, 8:38:02, time: 1.049, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.3416, loss: 2.3416, grad_norm: 6.0076 2020-09-12 23:20:35,630 - mmaction - INFO - Epoch [11][2520/2640] lr: 1.000e-02, eta: 1 day, 8:37:25, time: 0.938, data_time: 0.005, memory: 7069, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.3657, loss: 2.3657, grad_norm: 5.8412 2020-09-12 23:20:56,121 - mmaction - INFO - Epoch [11][2540/2640] lr: 1.000e-02, eta: 1 day, 8:36:53, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7109, loss_cls: 2.3020, loss: 2.3020, grad_norm: 5.8885 2020-09-12 23:21:15,626 - mmaction - INFO - Epoch [11][2560/2640] lr: 1.000e-02, eta: 1 day, 8:36:19, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7258, loss_cls: 2.2167, loss: 2.2167, grad_norm: 6.0072 2020-09-12 23:21:35,154 - mmaction - INFO - Epoch [11][2580/2640] lr: 1.000e-02, eta: 1 day, 8:35:44, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7227, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.9490 2020-09-12 23:21:54,049 - mmaction - INFO - Epoch [11][2600/2640] lr: 1.000e-02, eta: 1 day, 8:35:08, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.6867 2020-09-12 23:22:14,327 - mmaction - INFO - Epoch [11][2620/2640] lr: 1.000e-02, eta: 1 day, 8:34:36, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7375, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.9154 2020-09-12 23:22:30,927 - mmaction - INFO - Epoch [11][2640/2640] lr: 1.000e-02, eta: 1 day, 8:33:52, time: 0.836, data_time: 0.009, memory: 7069, top1_acc: 0.4669, top5_acc: 0.7282, loss_cls: 2.2313, loss: 2.2313, grad_norm: 6.1073 2020-09-12 23:22:50,339 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-09-12 23:30:05,924 - mmaction - INFO - Epoch [12][20/2640] lr: 1.000e-02, eta: 1 day, 8:57:45, time: 21.685, data_time: 20.728, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7398, loss_cls: 2.1935, loss: 2.1935, grad_norm: 6.0864 2020-09-12 23:30:26,738 - mmaction - INFO - Epoch [12][40/2640] lr: 1.000e-02, eta: 1 day, 8:57:14, time: 1.050, data_time: 0.307, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7383, loss_cls: 2.1735, loss: 2.1735, grad_norm: 6.1017 2020-09-12 23:30:48,148 - mmaction - INFO - Epoch [12][60/2640] lr: 1.000e-02, eta: 1 day, 8:56:45, time: 1.066, data_time: 0.435, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7500, loss_cls: 2.1871, loss: 2.1871, grad_norm: 6.1015 2020-09-12 23:31:06,639 - mmaction - INFO - Epoch [12][80/2640] lr: 1.000e-02, eta: 1 day, 8:56:06, time: 0.931, data_time: 0.203, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.9358 2020-09-12 23:31:26,268 - mmaction - INFO - Epoch [12][100/2640] lr: 1.000e-02, eta: 1 day, 8:55:31, time: 0.975, data_time: 0.004, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7281, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.8676 2020-09-12 23:31:45,128 - mmaction - INFO - Epoch [12][120/2640] lr: 1.000e-02, eta: 1 day, 8:54:53, time: 0.949, data_time: 0.009, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1410, loss: 2.1410, grad_norm: 5.9981 2020-09-12 23:32:04,534 - mmaction - INFO - Epoch [12][140/2640] lr: 1.000e-02, eta: 1 day, 8:54:18, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.9851 2020-09-12 23:32:24,858 - mmaction - INFO - Epoch [12][160/2640] lr: 1.000e-02, eta: 1 day, 8:53:45, time: 1.017, data_time: 0.003, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7359, loss_cls: 2.1334, loss: 2.1334, grad_norm: 6.1029 2020-09-12 23:32:44,663 - mmaction - INFO - Epoch [12][180/2640] lr: 1.000e-02, eta: 1 day, 8:53:10, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.1354, loss: 2.1354, grad_norm: 6.2165 2020-09-12 23:33:02,707 - mmaction - INFO - Epoch [12][200/2640] lr: 1.000e-02, eta: 1 day, 8:52:30, time: 0.909, data_time: 0.009, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7109, loss_cls: 2.3059, loss: 2.3059, grad_norm: 6.0501 2020-09-12 23:33:22,116 - mmaction - INFO - Epoch [12][220/2640] lr: 1.000e-02, eta: 1 day, 8:51:54, time: 0.969, data_time: 0.005, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7227, loss_cls: 2.2471, loss: 2.2471, grad_norm: 6.2437 2020-09-12 23:33:41,905 - mmaction - INFO - Epoch [12][240/2640] lr: 1.000e-02, eta: 1 day, 8:51:20, time: 0.991, data_time: 0.004, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7375, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.8659 2020-09-12 23:34:02,763 - mmaction - INFO - Epoch [12][260/2640] lr: 1.000e-02, eta: 1 day, 8:50:49, time: 1.040, data_time: 0.005, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7523, loss_cls: 2.1354, loss: 2.1354, grad_norm: 6.0716 2020-09-12 23:34:21,737 - mmaction - INFO - Epoch [12][280/2640] lr: 1.000e-02, eta: 1 day, 8:50:12, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7484, loss_cls: 2.1543, loss: 2.1543, grad_norm: 6.0743 2020-09-12 23:34:41,512 - mmaction - INFO - Epoch [12][300/2640] lr: 1.000e-02, eta: 1 day, 8:49:37, time: 0.988, data_time: 0.004, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7258, loss_cls: 2.2575, loss: 2.2575, grad_norm: 5.9520 2020-09-12 23:35:00,137 - mmaction - INFO - Epoch [12][320/2640] lr: 1.000e-02, eta: 1 day, 8:48:59, time: 0.932, data_time: 0.027, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7586, loss_cls: 2.0461, loss: 2.0461, grad_norm: 6.0479 2020-09-12 23:35:19,226 - mmaction - INFO - Epoch [12][340/2640] lr: 1.000e-02, eta: 1 day, 8:48:22, time: 0.955, data_time: 0.023, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.1362, loss: 2.1362, grad_norm: 6.2110 2020-09-12 23:35:40,424 - mmaction - INFO - Epoch [12][360/2640] lr: 1.000e-02, eta: 1 day, 8:47:53, time: 1.057, data_time: 0.171, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7445, loss_cls: 2.1701, loss: 2.1701, grad_norm: 6.0429 2020-09-12 23:35:59,700 - mmaction - INFO - Epoch [12][380/2640] lr: 1.000e-02, eta: 1 day, 8:47:17, time: 0.968, data_time: 0.069, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7508, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.9789 2020-09-12 23:36:19,218 - mmaction - INFO - Epoch [12][400/2640] lr: 1.000e-02, eta: 1 day, 8:46:42, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7391, loss_cls: 2.2071, loss: 2.2071, grad_norm: 6.1747 2020-09-12 23:36:39,503 - mmaction - INFO - Epoch [12][420/2640] lr: 1.000e-02, eta: 1 day, 8:46:09, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7328, loss_cls: 2.2415, loss: 2.2415, grad_norm: 6.2665 2020-09-12 23:36:58,136 - mmaction - INFO - Epoch [12][440/2640] lr: 1.000e-02, eta: 1 day, 8:45:31, time: 0.932, data_time: 0.034, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7195, loss_cls: 2.2646, loss: 2.2646, grad_norm: 5.9337 2020-09-12 23:37:18,182 - mmaction - INFO - Epoch [12][460/2640] lr: 1.000e-02, eta: 1 day, 8:44:58, time: 1.003, data_time: 0.360, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.9420 2020-09-12 23:37:37,851 - mmaction - INFO - Epoch [12][480/2640] lr: 1.000e-02, eta: 1 day, 8:44:23, time: 0.979, data_time: 0.391, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7422, loss_cls: 2.2371, loss: 2.2371, grad_norm: 6.0413 2020-09-12 23:37:57,159 - mmaction - INFO - Epoch [12][500/2640] lr: 1.000e-02, eta: 1 day, 8:43:47, time: 0.969, data_time: 0.293, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7297, loss_cls: 2.2333, loss: 2.2333, grad_norm: 6.0381 2020-09-12 23:38:16,458 - mmaction - INFO - Epoch [12][520/2640] lr: 1.000e-02, eta: 1 day, 8:43:11, time: 0.960, data_time: 0.258, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7070, loss_cls: 2.2983, loss: 2.2983, grad_norm: 6.1107 2020-09-12 23:38:35,816 - mmaction - INFO - Epoch [12][540/2640] lr: 1.000e-02, eta: 1 day, 8:42:36, time: 0.973, data_time: 0.317, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7219, loss_cls: 2.2745, loss: 2.2745, grad_norm: 6.1694 2020-09-12 23:38:55,582 - mmaction - INFO - Epoch [12][560/2640] lr: 1.000e-02, eta: 1 day, 8:42:02, time: 0.986, data_time: 0.221, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7195, loss_cls: 2.2382, loss: 2.2382, grad_norm: 6.1122 2020-09-12 23:39:15,301 - mmaction - INFO - Epoch [12][580/2640] lr: 1.000e-02, eta: 1 day, 8:41:28, time: 0.989, data_time: 0.067, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7227, loss_cls: 2.2968, loss: 2.2968, grad_norm: 6.2262 2020-09-12 23:39:36,099 - mmaction - INFO - Epoch [12][600/2640] lr: 1.000e-02, eta: 1 day, 8:40:57, time: 1.034, data_time: 0.006, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7172, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.8403 2020-09-12 23:39:55,328 - mmaction - INFO - Epoch [12][620/2640] lr: 1.000e-02, eta: 1 day, 8:40:21, time: 0.967, data_time: 0.009, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7227, loss_cls: 2.2283, loss: 2.2283, grad_norm: 5.8465 2020-09-12 23:40:13,649 - mmaction - INFO - Epoch [12][640/2640] lr: 1.000e-02, eta: 1 day, 8:39:42, time: 0.910, data_time: 0.045, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.9230 2020-09-12 23:40:34,117 - mmaction - INFO - Epoch [12][660/2640] lr: 1.000e-02, eta: 1 day, 8:39:10, time: 1.028, data_time: 0.254, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.2569, loss: 2.2569, grad_norm: 6.0375 2020-09-12 23:40:54,487 - mmaction - INFO - Epoch [12][680/2640] lr: 1.000e-02, eta: 1 day, 8:38:38, time: 1.013, data_time: 0.208, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.2188, loss: 2.2188, grad_norm: 6.0103 2020-09-12 23:41:11,138 - mmaction - INFO - Epoch [12][700/2640] lr: 1.000e-02, eta: 1 day, 8:37:54, time: 0.839, data_time: 0.012, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7250, loss_cls: 2.2300, loss: 2.2300, grad_norm: 6.2270 2020-09-12 23:41:31,737 - mmaction - INFO - Epoch [12][720/2640] lr: 1.000e-02, eta: 1 day, 8:37:22, time: 1.030, data_time: 0.372, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7383, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.9356 2020-09-12 23:41:50,706 - mmaction - INFO - Epoch [12][740/2640] lr: 1.000e-02, eta: 1 day, 8:36:46, time: 0.948, data_time: 0.069, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7109, loss_cls: 2.2956, loss: 2.2956, grad_norm: 6.1389 2020-09-12 23:42:10,733 - mmaction - INFO - Epoch [12][760/2640] lr: 1.000e-02, eta: 1 day, 8:36:12, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.8311 2020-09-12 23:42:30,957 - mmaction - INFO - Epoch [12][780/2640] lr: 1.000e-02, eta: 1 day, 8:35:40, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.8576 2020-09-12 23:42:49,996 - mmaction - INFO - Epoch [12][800/2640] lr: 1.000e-02, eta: 1 day, 8:35:04, time: 0.949, data_time: 0.005, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7203, loss_cls: 2.2593, loss: 2.2593, grad_norm: 6.1799 2020-09-12 23:43:09,493 - mmaction - INFO - Epoch [12][820/2640] lr: 1.000e-02, eta: 1 day, 8:34:29, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3160, loss: 2.3160, grad_norm: 6.1647 2020-09-12 23:43:28,766 - mmaction - INFO - Epoch [12][840/2640] lr: 1.000e-02, eta: 1 day, 8:33:53, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7148, loss_cls: 2.2922, loss: 2.2922, grad_norm: 6.1348 2020-09-12 23:43:48,584 - mmaction - INFO - Epoch [12][860/2640] lr: 1.000e-02, eta: 1 day, 8:33:19, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2130, loss: 2.2130, grad_norm: 5.8577 2020-09-12 23:44:07,585 - mmaction - INFO - Epoch [12][880/2640] lr: 1.000e-02, eta: 1 day, 8:32:43, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.3116, loss: 2.3116, grad_norm: 6.1229 2020-09-12 23:44:26,895 - mmaction - INFO - Epoch [12][900/2640] lr: 1.000e-02, eta: 1 day, 8:32:08, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7023, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.8561 2020-09-12 23:44:47,359 - mmaction - INFO - Epoch [12][920/2640] lr: 1.000e-02, eta: 1 day, 8:31:36, time: 1.029, data_time: 0.008, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1172, loss: 2.1172, grad_norm: 6.1299 2020-09-12 23:45:07,487 - mmaction - INFO - Epoch [12][940/2640] lr: 1.000e-02, eta: 1 day, 8:31:04, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7078, loss_cls: 2.3007, loss: 2.3007, grad_norm: 6.2431 2020-09-12 23:45:28,332 - mmaction - INFO - Epoch [12][960/2640] lr: 1.000e-02, eta: 1 day, 8:30:34, time: 1.043, data_time: 0.003, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2155, loss: 2.2155, grad_norm: 5.8894 2020-09-12 23:45:47,287 - mmaction - INFO - Epoch [12][980/2640] lr: 1.000e-02, eta: 1 day, 8:29:57, time: 0.948, data_time: 0.006, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7359, loss_cls: 2.2083, loss: 2.2083, grad_norm: 6.0216 2020-09-12 23:46:05,148 - mmaction - INFO - Epoch [12][1000/2640] lr: 1.000e-02, eta: 1 day, 8:29:17, time: 0.892, data_time: 0.111, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7461, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.8896 2020-09-12 23:46:24,663 - mmaction - INFO - Epoch [12][1020/2640] lr: 1.000e-02, eta: 1 day, 8:28:42, time: 0.975, data_time: 0.257, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7328, loss_cls: 2.1994, loss: 2.1994, grad_norm: 6.1435 2020-09-12 23:46:45,440 - mmaction - INFO - Epoch [12][1040/2640] lr: 1.000e-02, eta: 1 day, 8:28:12, time: 1.040, data_time: 0.006, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.9841 2020-09-12 23:47:04,816 - mmaction - INFO - Epoch [12][1060/2640] lr: 1.000e-02, eta: 1 day, 8:27:37, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.4391, top5_acc: 0.7258, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.9939 2020-09-12 23:47:25,321 - mmaction - INFO - Epoch [12][1080/2640] lr: 1.000e-02, eta: 1 day, 8:27:06, time: 1.030, data_time: 0.008, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.8397 2020-09-12 23:47:44,479 - mmaction - INFO - Epoch [12][1100/2640] lr: 1.000e-02, eta: 1 day, 8:26:30, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7320, loss_cls: 2.2124, loss: 2.2124, grad_norm: 6.0361 2020-09-12 23:48:03,916 - mmaction - INFO - Epoch [12][1120/2640] lr: 1.000e-02, eta: 1 day, 8:25:56, time: 0.975, data_time: 0.011, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.2327, loss: 2.2327, grad_norm: 6.1041 2020-09-12 23:48:24,568 - mmaction - INFO - Epoch [12][1140/2640] lr: 1.000e-02, eta: 1 day, 8:25:25, time: 1.033, data_time: 0.004, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.1833, loss: 2.1833, grad_norm: 6.3419 2020-09-12 23:48:44,738 - mmaction - INFO - Epoch [12][1160/2640] lr: 1.000e-02, eta: 1 day, 8:24:52, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.4258, top5_acc: 0.7180, loss_cls: 2.3275, loss: 2.3275, grad_norm: 6.1656 2020-09-12 23:49:04,757 - mmaction - INFO - Epoch [12][1180/2640] lr: 1.000e-02, eta: 1 day, 8:24:20, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7156, loss_cls: 2.2633, loss: 2.2633, grad_norm: 6.1714 2020-09-12 23:49:24,623 - mmaction - INFO - Epoch [12][1200/2640] lr: 1.000e-02, eta: 1 day, 8:23:47, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.4328, top5_acc: 0.7156, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.8470 2020-09-12 23:49:43,200 - mmaction - INFO - Epoch [12][1220/2640] lr: 1.000e-02, eta: 1 day, 8:23:09, time: 0.926, data_time: 0.003, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.8901 2020-09-12 23:50:03,138 - mmaction - INFO - Epoch [12][1240/2640] lr: 1.000e-02, eta: 1 day, 8:22:36, time: 1.000, data_time: 0.009, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.2861, loss: 2.2861, grad_norm: 6.2180 2020-09-12 23:50:22,586 - mmaction - INFO - Epoch [12][1260/2640] lr: 1.000e-02, eta: 1 day, 8:22:02, time: 0.972, data_time: 0.002, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.1650, loss: 2.1650, grad_norm: 6.1448 2020-09-12 23:50:40,987 - mmaction - INFO - Epoch [12][1280/2640] lr: 1.000e-02, eta: 1 day, 8:21:24, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7406, loss_cls: 2.1762, loss: 2.1762, grad_norm: 6.0629 2020-09-12 23:51:03,364 - mmaction - INFO - Epoch [12][1300/2640] lr: 1.000e-02, eta: 1 day, 8:20:59, time: 1.123, data_time: 0.008, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.1956, loss: 2.1956, grad_norm: 6.0921 2020-09-12 23:51:20,675 - mmaction - INFO - Epoch [12][1320/2640] lr: 1.000e-02, eta: 1 day, 8:20:17, time: 0.860, data_time: 0.005, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.1663, loss: 2.1663, grad_norm: 6.1457 2020-09-12 23:51:39,735 - mmaction - INFO - Epoch [12][1340/2640] lr: 1.000e-02, eta: 1 day, 8:19:42, time: 0.958, data_time: 0.009, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.2602, loss: 2.2602, grad_norm: 6.0354 2020-09-12 23:51:59,545 - mmaction - INFO - Epoch [12][1360/2640] lr: 1.000e-02, eta: 1 day, 8:19:08, time: 0.989, data_time: 0.140, memory: 7069, top1_acc: 0.4352, top5_acc: 0.7031, loss_cls: 2.3608, loss: 2.3608, grad_norm: 5.9652 2020-09-12 23:52:18,881 - mmaction - INFO - Epoch [12][1380/2640] lr: 1.000e-02, eta: 1 day, 8:18:34, time: 0.967, data_time: 0.299, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7484, loss_cls: 2.1417, loss: 2.1417, grad_norm: 6.0456 2020-09-12 23:52:40,145 - mmaction - INFO - Epoch [12][1400/2640] lr: 1.000e-02, eta: 1 day, 8:18:05, time: 1.058, data_time: 0.333, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.2717, loss: 2.2717, grad_norm: 6.4176 2020-09-12 23:52:57,867 - mmaction - INFO - Epoch [12][1420/2640] lr: 1.000e-02, eta: 1 day, 8:17:25, time: 0.892, data_time: 0.104, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7391, loss_cls: 2.2368, loss: 2.2368, grad_norm: 6.2192 2020-09-12 23:53:17,792 - mmaction - INFO - Epoch [12][1440/2640] lr: 1.000e-02, eta: 1 day, 8:16:52, time: 0.995, data_time: 0.167, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.2004, loss: 2.2004, grad_norm: 6.1520 2020-09-12 23:53:36,999 - mmaction - INFO - Epoch [12][1460/2640] lr: 1.000e-02, eta: 1 day, 8:16:17, time: 0.960, data_time: 0.309, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7102, loss_cls: 2.3213, loss: 2.3213, grad_norm: 6.0586 2020-09-12 23:53:56,598 - mmaction - INFO - Epoch [12][1480/2640] lr: 1.000e-02, eta: 1 day, 8:15:43, time: 0.977, data_time: 0.375, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3100, loss: 2.3100, grad_norm: 5.9758 2020-09-12 23:54:15,846 - mmaction - INFO - Epoch [12][1500/2640] lr: 1.000e-02, eta: 1 day, 8:15:08, time: 0.966, data_time: 0.347, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7141, loss_cls: 2.2780, loss: 2.2780, grad_norm: 5.9132 2020-09-12 23:54:36,526 - mmaction - INFO - Epoch [12][1520/2640] lr: 1.000e-02, eta: 1 day, 8:14:38, time: 1.034, data_time: 0.157, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2574, loss: 2.2574, grad_norm: 5.9170 2020-09-12 23:54:55,307 - mmaction - INFO - Epoch [12][1540/2640] lr: 1.000e-02, eta: 1 day, 8:14:02, time: 0.939, data_time: 0.019, memory: 7069, top1_acc: 0.4398, top5_acc: 0.7047, loss_cls: 2.3302, loss: 2.3302, grad_norm: 5.9442 2020-09-12 23:55:16,690 - mmaction - INFO - Epoch [12][1560/2640] lr: 1.000e-02, eta: 1 day, 8:13:34, time: 1.068, data_time: 0.184, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7258, loss_cls: 2.2223, loss: 2.2223, grad_norm: 6.2842 2020-09-12 23:55:36,277 - mmaction - INFO - Epoch [12][1580/2640] lr: 1.000e-02, eta: 1 day, 8:13:00, time: 0.975, data_time: 0.324, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.2030, loss: 2.2030, grad_norm: 6.0990 2020-09-12 23:55:55,416 - mmaction - INFO - Epoch [12][1600/2640] lr: 1.000e-02, eta: 1 day, 8:12:25, time: 0.961, data_time: 0.313, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7258, loss_cls: 2.2505, loss: 2.2505, grad_norm: 6.1904 2020-09-12 23:56:14,310 - mmaction - INFO - Epoch [12][1620/2640] lr: 1.000e-02, eta: 1 day, 8:11:49, time: 0.946, data_time: 0.078, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.2395, loss: 2.2395, grad_norm: 6.0779 2020-09-12 23:56:32,906 - mmaction - INFO - Epoch [12][1640/2640] lr: 1.000e-02, eta: 1 day, 8:11:12, time: 0.929, data_time: 0.032, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.9837 2020-09-12 23:56:53,458 - mmaction - INFO - Epoch [12][1660/2640] lr: 1.000e-02, eta: 1 day, 8:10:41, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7453, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.8034 2020-09-12 23:57:13,098 - mmaction - INFO - Epoch [12][1680/2640] lr: 1.000e-02, eta: 1 day, 8:10:07, time: 0.982, data_time: 0.004, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7242, loss_cls: 2.2923, loss: 2.2923, grad_norm: 6.1586 2020-09-12 23:57:32,220 - mmaction - INFO - Epoch [12][1700/2640] lr: 1.000e-02, eta: 1 day, 8:09:32, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.4414, top5_acc: 0.7297, loss_cls: 2.2544, loss: 2.2544, grad_norm: 5.9341 2020-09-12 23:57:51,217 - mmaction - INFO - Epoch [12][1720/2640] lr: 1.000e-02, eta: 1 day, 8:08:57, time: 0.955, data_time: 0.008, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7156, loss_cls: 2.2554, loss: 2.2554, grad_norm: 5.9939 2020-09-12 23:58:10,560 - mmaction - INFO - Epoch [12][1740/2640] lr: 1.000e-02, eta: 1 day, 8:08:22, time: 0.966, data_time: 0.205, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.6914 2020-09-12 23:58:30,869 - mmaction - INFO - Epoch [12][1760/2640] lr: 1.000e-02, eta: 1 day, 8:07:51, time: 1.016, data_time: 0.069, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7570, loss_cls: 2.1194, loss: 2.1194, grad_norm: 6.1048 2020-09-12 23:58:50,639 - mmaction - INFO - Epoch [12][1780/2640] lr: 1.000e-02, eta: 1 day, 8:07:18, time: 0.990, data_time: 0.003, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.0318 2020-09-12 23:59:10,315 - mmaction - INFO - Epoch [12][1800/2640] lr: 1.000e-02, eta: 1 day, 8:06:44, time: 0.980, data_time: 0.014, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7375, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.9095 2020-09-12 23:59:29,109 - mmaction - INFO - Epoch [12][1820/2640] lr: 1.000e-02, eta: 1 day, 8:06:09, time: 0.944, data_time: 0.008, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7273, loss_cls: 2.2600, loss: 2.2600, grad_norm: 6.0492 2020-09-12 23:59:47,905 - mmaction - INFO - Epoch [12][1840/2640] lr: 1.000e-02, eta: 1 day, 8:05:32, time: 0.936, data_time: 0.118, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7164, loss_cls: 2.2517, loss: 2.2517, grad_norm: 6.0531 2020-09-13 00:00:15,983 - mmaction - INFO - Epoch [12][1860/2640] lr: 1.000e-02, eta: 1 day, 8:05:25, time: 1.386, data_time: 0.091, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7383, loss_cls: 2.2501, loss: 2.2501, grad_norm: 6.0875 2020-09-13 00:00:35,192 - mmaction - INFO - Epoch [12][1880/2640] lr: 1.000e-02, eta: 1 day, 8:04:51, time: 0.971, data_time: 0.061, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.2996, loss: 2.2996, grad_norm: 6.3338 2020-09-13 00:00:53,988 - mmaction - INFO - Epoch [12][1900/2640] lr: 1.000e-02, eta: 1 day, 8:04:15, time: 0.944, data_time: 0.041, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7148, loss_cls: 2.2730, loss: 2.2730, grad_norm: 5.9264 2020-09-13 00:01:13,555 - mmaction - INFO - Epoch [12][1920/2640] lr: 1.000e-02, eta: 1 day, 8:03:42, time: 0.985, data_time: 0.009, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.9737 2020-09-13 00:01:33,328 - mmaction - INFO - Epoch [12][1940/2640] lr: 1.000e-02, eta: 1 day, 8:03:09, time: 0.989, data_time: 0.003, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.8964 2020-09-13 00:01:53,012 - mmaction - INFO - Epoch [12][1960/2640] lr: 1.000e-02, eta: 1 day, 8:02:36, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7508, loss_cls: 2.1203, loss: 2.1203, grad_norm: 6.3012 2020-09-13 00:02:13,348 - mmaction - INFO - Epoch [12][1980/2640] lr: 1.000e-02, eta: 1 day, 8:02:05, time: 1.018, data_time: 0.004, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.2867, loss: 2.2867, grad_norm: 6.1041 2020-09-13 00:02:32,907 - mmaction - INFO - Epoch [12][2000/2640] lr: 1.000e-02, eta: 1 day, 8:01:31, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.2847, loss: 2.2847, grad_norm: 6.2629 2020-09-13 00:02:50,760 - mmaction - INFO - Epoch [12][2020/2640] lr: 1.000e-02, eta: 1 day, 8:00:53, time: 0.898, data_time: 0.019, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.2750, loss: 2.2750, grad_norm: 5.9845 2020-09-13 00:03:11,048 - mmaction - INFO - Epoch [12][2040/2640] lr: 1.000e-02, eta: 1 day, 8:00:21, time: 1.007, data_time: 0.094, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7258, loss_cls: 2.2712, loss: 2.2712, grad_norm: 6.0430 2020-09-13 00:03:31,660 - mmaction - INFO - Epoch [12][2060/2640] lr: 1.000e-02, eta: 1 day, 7:59:51, time: 1.038, data_time: 0.052, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.6650 2020-09-13 00:03:52,390 - mmaction - INFO - Epoch [12][2080/2640] lr: 1.000e-02, eta: 1 day, 7:59:22, time: 1.036, data_time: 0.005, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7289, loss_cls: 2.2541, loss: 2.2541, grad_norm: 5.8136 2020-09-13 00:04:10,046 - mmaction - INFO - Epoch [12][2100/2640] lr: 1.000e-02, eta: 1 day, 7:58:42, time: 0.884, data_time: 0.004, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7367, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.9359 2020-09-13 00:04:29,792 - mmaction - INFO - Epoch [12][2120/2640] lr: 1.000e-02, eta: 1 day, 7:58:09, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.1991, loss: 2.1991, grad_norm: 5.8118 2020-09-13 00:04:49,971 - mmaction - INFO - Epoch [12][2140/2640] lr: 1.000e-02, eta: 1 day, 7:57:38, time: 1.009, data_time: 0.003, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7258, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.8682 2020-09-13 00:05:07,941 - mmaction - INFO - Epoch [12][2160/2640] lr: 1.000e-02, eta: 1 day, 7:56:59, time: 0.898, data_time: 0.006, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7609, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.9884 2020-09-13 00:05:27,556 - mmaction - INFO - Epoch [12][2180/2640] lr: 1.000e-02, eta: 1 day, 7:56:26, time: 0.981, data_time: 0.003, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7445, loss_cls: 2.1748, loss: 2.1748, grad_norm: 6.1170 2020-09-13 00:05:45,765 - mmaction - INFO - Epoch [12][2200/2640] lr: 1.000e-02, eta: 1 day, 7:55:49, time: 0.911, data_time: 0.008, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2499, loss: 2.2499, grad_norm: 6.0329 2020-09-13 00:06:05,433 - mmaction - INFO - Epoch [12][2220/2640] lr: 1.000e-02, eta: 1 day, 7:55:16, time: 0.983, data_time: 0.003, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.9920 2020-09-13 00:06:23,985 - mmaction - INFO - Epoch [12][2240/2640] lr: 1.000e-02, eta: 1 day, 7:54:39, time: 0.924, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7445, loss_cls: 2.1998, loss: 2.1998, grad_norm: 6.3480 2020-09-13 00:06:45,210 - mmaction - INFO - Epoch [12][2260/2640] lr: 1.000e-02, eta: 1 day, 7:54:11, time: 1.065, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7352, loss_cls: 2.2544, loss: 2.2544, grad_norm: 6.1521 2020-09-13 00:07:03,533 - mmaction - INFO - Epoch [12][2280/2640] lr: 1.000e-02, eta: 1 day, 7:53:34, time: 0.912, data_time: 0.006, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7211, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.9815 2020-09-13 00:07:22,670 - mmaction - INFO - Epoch [12][2300/2640] lr: 1.000e-02, eta: 1 day, 7:52:59, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.8348 2020-09-13 00:07:42,695 - mmaction - INFO - Epoch [12][2320/2640] lr: 1.000e-02, eta: 1 day, 7:52:27, time: 0.997, data_time: 0.005, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.2728, loss: 2.2728, grad_norm: 6.2657 2020-09-13 00:08:02,738 - mmaction - INFO - Epoch [12][2340/2640] lr: 1.000e-02, eta: 1 day, 7:51:56, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.8748 2020-09-13 00:08:22,133 - mmaction - INFO - Epoch [12][2360/2640] lr: 1.000e-02, eta: 1 day, 7:51:22, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.1976, loss: 2.1976, grad_norm: 6.0050 2020-09-13 00:08:42,780 - mmaction - INFO - Epoch [12][2380/2640] lr: 1.000e-02, eta: 1 day, 7:50:53, time: 1.034, data_time: 0.044, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7312, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.9751 2020-09-13 00:09:01,187 - mmaction - INFO - Epoch [12][2400/2640] lr: 1.000e-02, eta: 1 day, 7:50:16, time: 0.917, data_time: 0.014, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7273, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.9844 2020-09-13 00:09:20,733 - mmaction - INFO - Epoch [12][2420/2640] lr: 1.000e-02, eta: 1 day, 7:49:43, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.2022, loss: 2.2022, grad_norm: 6.0341 2020-09-13 00:09:40,298 - mmaction - INFO - Epoch [12][2440/2640] lr: 1.000e-02, eta: 1 day, 7:49:09, time: 0.973, data_time: 0.006, memory: 7069, top1_acc: 0.4375, top5_acc: 0.7164, loss_cls: 2.2933, loss: 2.2933, grad_norm: 6.0416 2020-09-13 00:09:58,182 - mmaction - INFO - Epoch [12][2460/2640] lr: 1.000e-02, eta: 1 day, 7:48:31, time: 0.899, data_time: 0.008, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.2481, loss: 2.2481, grad_norm: 5.9928 2020-09-13 00:10:19,017 - mmaction - INFO - Epoch [12][2480/2640] lr: 1.000e-02, eta: 1 day, 7:48:02, time: 1.041, data_time: 0.012, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.9284 2020-09-13 00:10:39,162 - mmaction - INFO - Epoch [12][2500/2640] lr: 1.000e-02, eta: 1 day, 7:47:31, time: 1.006, data_time: 0.063, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7391, loss_cls: 2.2001, loss: 2.2001, grad_norm: 6.3264 2020-09-13 00:10:58,256 - mmaction - INFO - Epoch [12][2520/2640] lr: 1.000e-02, eta: 1 day, 7:46:56, time: 0.956, data_time: 0.010, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7359, loss_cls: 2.2260, loss: 2.2260, grad_norm: 6.1845 2020-09-13 00:11:18,528 - mmaction - INFO - Epoch [12][2540/2640] lr: 1.000e-02, eta: 1 day, 7:46:25, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.4028, loss: 2.4028, grad_norm: 6.0243 2020-09-13 00:11:38,977 - mmaction - INFO - Epoch [12][2560/2640] lr: 1.000e-02, eta: 1 day, 7:45:55, time: 1.027, data_time: 0.008, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7227, loss_cls: 2.2459, loss: 2.2459, grad_norm: 5.9876 2020-09-13 00:11:57,287 - mmaction - INFO - Epoch [12][2580/2640] lr: 1.000e-02, eta: 1 day, 7:45:18, time: 0.910, data_time: 0.007, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7234, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.8232 2020-09-13 00:12:16,189 - mmaction - INFO - Epoch [12][2600/2640] lr: 1.000e-02, eta: 1 day, 7:44:43, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7219, loss_cls: 2.2671, loss: 2.2671, grad_norm: 6.0890 2020-09-13 00:12:35,522 - mmaction - INFO - Epoch [12][2620/2640] lr: 1.000e-02, eta: 1 day, 7:44:09, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.2690, loss: 2.2690, grad_norm: 6.0642 2020-09-13 00:12:52,960 - mmaction - INFO - Epoch [12][2640/2640] lr: 1.000e-02, eta: 1 day, 7:43:30, time: 0.875, data_time: 0.008, memory: 7069, top1_acc: 0.4323, top5_acc: 0.6992, loss_cls: 2.3517, loss: 2.3517, grad_norm: 6.1687 2020-09-13 00:13:10,436 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-09-13 00:20:18,319 - mmaction - INFO - Epoch [13][20/2640] lr: 1.000e-02, eta: 1 day, 8:04:26, time: 21.350, data_time: 20.221, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.7575 2020-09-13 00:20:38,778 - mmaction - INFO - Epoch [13][40/2640] lr: 1.000e-02, eta: 1 day, 8:03:56, time: 1.036, data_time: 0.020, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7352, loss_cls: 2.2017, loss: 2.2017, grad_norm: 6.2805 2020-09-13 00:20:57,780 - mmaction - INFO - Epoch [13][60/2640] lr: 1.000e-02, eta: 1 day, 8:03:20, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7500, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.9546 2020-09-13 00:21:16,071 - mmaction - INFO - Epoch [13][80/2640] lr: 1.000e-02, eta: 1 day, 8:02:42, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.3278, loss: 2.3278, grad_norm: 6.1494 2020-09-13 00:21:37,482 - mmaction - INFO - Epoch [13][100/2640] lr: 1.000e-02, eta: 1 day, 8:02:14, time: 1.069, data_time: 0.006, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7320, loss_cls: 2.1769, loss: 2.1769, grad_norm: 6.6991 2020-09-13 00:21:56,068 - mmaction - INFO - Epoch [13][120/2640] lr: 1.000e-02, eta: 1 day, 8:01:37, time: 0.930, data_time: 0.004, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7727, loss_cls: 2.0648, loss: 2.0648, grad_norm: 6.1402 2020-09-13 00:22:14,587 - mmaction - INFO - Epoch [13][140/2640] lr: 1.000e-02, eta: 1 day, 8:01:00, time: 0.920, data_time: 0.007, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7195, loss_cls: 2.2456, loss: 2.2456, grad_norm: 6.1962 2020-09-13 00:22:35,570 - mmaction - INFO - Epoch [13][160/2640] lr: 1.000e-02, eta: 1 day, 8:00:31, time: 1.055, data_time: 0.009, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7445, loss_cls: 2.1618, loss: 2.1618, grad_norm: 6.1483 2020-09-13 00:22:54,064 - mmaction - INFO - Epoch [13][180/2640] lr: 1.000e-02, eta: 1 day, 7:59:53, time: 0.920, data_time: 0.006, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.1909, loss: 2.1909, grad_norm: 6.1756 2020-09-13 00:23:15,135 - mmaction - INFO - Epoch [13][200/2640] lr: 1.000e-02, eta: 1 day, 7:59:24, time: 1.058, data_time: 0.008, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.9655 2020-09-13 00:23:34,843 - mmaction - INFO - Epoch [13][220/2640] lr: 1.000e-02, eta: 1 day, 7:58:51, time: 0.985, data_time: 0.005, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7320, loss_cls: 2.2326, loss: 2.2326, grad_norm: 6.1399 2020-09-13 00:23:53,086 - mmaction - INFO - Epoch [13][240/2640] lr: 1.000e-02, eta: 1 day, 7:58:13, time: 0.913, data_time: 0.004, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7484, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.9804 2020-09-13 00:24:13,769 - mmaction - INFO - Epoch [13][260/2640] lr: 1.000e-02, eta: 1 day, 7:57:42, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7508, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.9298 2020-09-13 00:24:32,372 - mmaction - INFO - Epoch [13][280/2640] lr: 1.000e-02, eta: 1 day, 7:57:06, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7266, loss_cls: 2.2426, loss: 2.2426, grad_norm: 6.0344 2020-09-13 00:24:52,230 - mmaction - INFO - Epoch [13][300/2640] lr: 1.000e-02, eta: 1 day, 7:56:33, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.8941 2020-09-13 00:25:11,955 - mmaction - INFO - Epoch [13][320/2640] lr: 1.000e-02, eta: 1 day, 7:56:00, time: 0.987, data_time: 0.003, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7453, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.9843 2020-09-13 00:25:31,125 - mmaction - INFO - Epoch [13][340/2640] lr: 1.000e-02, eta: 1 day, 7:55:25, time: 0.958, data_time: 0.002, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.9266 2020-09-13 00:25:51,410 - mmaction - INFO - Epoch [13][360/2640] lr: 1.000e-02, eta: 1 day, 7:54:53, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.9924 2020-09-13 00:26:11,188 - mmaction - INFO - Epoch [13][380/2640] lr: 1.000e-02, eta: 1 day, 7:54:21, time: 0.994, data_time: 0.009, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7258, loss_cls: 2.2193, loss: 2.2193, grad_norm: 6.0175 2020-09-13 00:26:30,495 - mmaction - INFO - Epoch [13][400/2640] lr: 1.000e-02, eta: 1 day, 7:53:46, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7430, loss_cls: 2.1670, loss: 2.1670, grad_norm: 6.0330 2020-09-13 00:26:50,949 - mmaction - INFO - Epoch [13][420/2640] lr: 1.000e-02, eta: 1 day, 7:53:15, time: 1.027, data_time: 0.009, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7523, loss_cls: 2.1082, loss: 2.1082, grad_norm: 6.1407 2020-09-13 00:27:10,857 - mmaction - INFO - Epoch [13][440/2640] lr: 1.000e-02, eta: 1 day, 7:52:42, time: 0.991, data_time: 0.005, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7367, loss_cls: 2.1785, loss: 2.1785, grad_norm: 6.1409 2020-09-13 00:27:29,965 - mmaction - INFO - Epoch [13][460/2640] lr: 1.000e-02, eta: 1 day, 7:52:08, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7250, loss_cls: 2.2379, loss: 2.2379, grad_norm: 6.1980 2020-09-13 00:27:49,921 - mmaction - INFO - Epoch [13][480/2640] lr: 1.000e-02, eta: 1 day, 7:51:35, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7391, loss_cls: 2.1939, loss: 2.1939, grad_norm: 6.0854 2020-09-13 00:28:09,732 - mmaction - INFO - Epoch [13][500/2640] lr: 1.000e-02, eta: 1 day, 7:51:03, time: 0.991, data_time: 0.039, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.9036 2020-09-13 00:28:29,076 - mmaction - INFO - Epoch [13][520/2640] lr: 1.000e-02, eta: 1 day, 7:50:28, time: 0.968, data_time: 0.026, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1124, loss: 2.1124, grad_norm: 6.1343 2020-09-13 00:28:47,808 - mmaction - INFO - Epoch [13][540/2640] lr: 1.000e-02, eta: 1 day, 7:49:52, time: 0.936, data_time: 0.003, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7367, loss_cls: 2.1733, loss: 2.1733, grad_norm: 6.1692 2020-09-13 00:29:07,644 - mmaction - INFO - Epoch [13][560/2640] lr: 1.000e-02, eta: 1 day, 7:49:20, time: 0.992, data_time: 0.038, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.9577 2020-09-13 00:29:29,096 - mmaction - INFO - Epoch [13][580/2640] lr: 1.000e-02, eta: 1 day, 7:48:52, time: 1.073, data_time: 0.457, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7250, loss_cls: 2.2728, loss: 2.2728, grad_norm: 6.2132 2020-09-13 00:29:49,098 - mmaction - INFO - Epoch [13][600/2640] lr: 1.000e-02, eta: 1 day, 7:48:20, time: 0.997, data_time: 0.387, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7195, loss_cls: 2.2404, loss: 2.2404, grad_norm: 6.1761 2020-09-13 00:30:07,993 - mmaction - INFO - Epoch [13][620/2640] lr: 1.000e-02, eta: 1 day, 7:47:44, time: 0.946, data_time: 0.300, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7414, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.1650 2020-09-13 00:30:27,002 - mmaction - INFO - Epoch [13][640/2640] lr: 1.000e-02, eta: 1 day, 7:47:09, time: 0.951, data_time: 0.146, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.1762, loss: 2.1762, grad_norm: 6.0284 2020-09-13 00:30:46,302 - mmaction - INFO - Epoch [13][660/2640] lr: 1.000e-02, eta: 1 day, 7:46:35, time: 0.963, data_time: 0.074, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7430, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.9582 2020-09-13 00:31:06,871 - mmaction - INFO - Epoch [13][680/2640] lr: 1.000e-02, eta: 1 day, 7:46:05, time: 1.030, data_time: 0.081, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7383, loss_cls: 2.2074, loss: 2.2074, grad_norm: 6.1404 2020-09-13 00:31:25,658 - mmaction - INFO - Epoch [13][700/2640] lr: 1.000e-02, eta: 1 day, 7:45:28, time: 0.935, data_time: 0.068, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.8908 2020-09-13 00:31:44,940 - mmaction - INFO - Epoch [13][720/2640] lr: 1.000e-02, eta: 1 day, 7:44:55, time: 0.969, data_time: 0.011, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.2835 2020-09-13 00:32:02,714 - mmaction - INFO - Epoch [13][740/2640] lr: 1.000e-02, eta: 1 day, 7:44:15, time: 0.886, data_time: 0.006, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.9213 2020-09-13 00:32:23,215 - mmaction - INFO - Epoch [13][760/2640] lr: 1.000e-02, eta: 1 day, 7:43:45, time: 1.028, data_time: 0.008, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.2797, loss: 2.2797, grad_norm: 6.0453 2020-09-13 00:32:42,897 - mmaction - INFO - Epoch [13][780/2640] lr: 1.000e-02, eta: 1 day, 7:43:12, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.9449 2020-09-13 00:33:02,280 - mmaction - INFO - Epoch [13][800/2640] lr: 1.000e-02, eta: 1 day, 7:42:38, time: 0.967, data_time: 0.002, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7375, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.9403 2020-09-13 00:33:21,976 - mmaction - INFO - Epoch [13][820/2640] lr: 1.000e-02, eta: 1 day, 7:42:05, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7508, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.8338 2020-09-13 00:33:40,652 - mmaction - INFO - Epoch [13][840/2640] lr: 1.000e-02, eta: 1 day, 7:41:30, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7547, loss_cls: 2.1399, loss: 2.1399, grad_norm: 6.0165 2020-09-13 00:33:59,325 - mmaction - INFO - Epoch [13][860/2640] lr: 1.000e-02, eta: 1 day, 7:40:54, time: 0.933, data_time: 0.006, memory: 7069, top1_acc: 0.4445, top5_acc: 0.7273, loss_cls: 2.2401, loss: 2.2401, grad_norm: 5.8667 2020-09-13 00:34:19,708 - mmaction - INFO - Epoch [13][880/2640] lr: 1.000e-02, eta: 1 day, 7:40:23, time: 1.019, data_time: 0.003, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7602, loss_cls: 2.1322, loss: 2.1322, grad_norm: 6.0734 2020-09-13 00:34:41,038 - mmaction - INFO - Epoch [13][900/2640] lr: 1.000e-02, eta: 1 day, 7:39:55, time: 1.067, data_time: 0.002, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.9714 2020-09-13 00:35:00,086 - mmaction - INFO - Epoch [13][920/2640] lr: 1.000e-02, eta: 1 day, 7:39:20, time: 0.952, data_time: 0.006, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.2422, loss: 2.2422, grad_norm: 6.0186 2020-09-13 00:35:19,288 - mmaction - INFO - Epoch [13][940/2640] lr: 1.000e-02, eta: 1 day, 7:38:46, time: 0.953, data_time: 0.006, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7180, loss_cls: 2.2404, loss: 2.2404, grad_norm: 6.0668 2020-09-13 00:35:38,935 - mmaction - INFO - Epoch [13][960/2640] lr: 1.000e-02, eta: 1 day, 7:38:13, time: 0.989, data_time: 0.009, memory: 7069, top1_acc: 0.4234, top5_acc: 0.7102, loss_cls: 2.3240, loss: 2.3240, grad_norm: 6.0188 2020-09-13 00:35:58,251 - mmaction - INFO - Epoch [13][980/2640] lr: 1.000e-02, eta: 1 day, 7:37:39, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7148, loss_cls: 2.2430, loss: 2.2430, grad_norm: 6.0073 2020-09-13 00:36:17,085 - mmaction - INFO - Epoch [13][1000/2640] lr: 1.000e-02, eta: 1 day, 7:37:04, time: 0.948, data_time: 0.009, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7461, loss_cls: 2.2124, loss: 2.2124, grad_norm: 6.1715 2020-09-13 00:36:36,788 - mmaction - INFO - Epoch [13][1020/2640] lr: 1.000e-02, eta: 1 day, 7:36:31, time: 0.984, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.8750 2020-09-13 00:36:56,477 - mmaction - INFO - Epoch [13][1040/2640] lr: 1.000e-02, eta: 1 day, 7:35:58, time: 0.984, data_time: 0.004, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7297, loss_cls: 2.2257, loss: 2.2257, grad_norm: 6.2363 2020-09-13 00:37:17,924 - mmaction - INFO - Epoch [13][1060/2640] lr: 1.000e-02, eta: 1 day, 7:35:31, time: 1.073, data_time: 0.006, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.8683 2020-09-13 00:37:37,621 - mmaction - INFO - Epoch [13][1080/2640] lr: 1.000e-02, eta: 1 day, 7:34:58, time: 0.984, data_time: 0.003, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.2332, loss: 2.2332, grad_norm: 6.0463 2020-09-13 00:37:57,354 - mmaction - INFO - Epoch [13][1100/2640] lr: 1.000e-02, eta: 1 day, 7:34:26, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7195, loss_cls: 2.2580, loss: 2.2580, grad_norm: 6.3202 2020-09-13 00:38:16,669 - mmaction - INFO - Epoch [13][1120/2640] lr: 1.000e-02, eta: 1 day, 7:33:52, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.9031 2020-09-13 00:38:35,477 - mmaction - INFO - Epoch [13][1140/2640] lr: 1.000e-02, eta: 1 day, 7:33:16, time: 0.937, data_time: 0.008, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7180, loss_cls: 2.2672, loss: 2.2672, grad_norm: 6.1253 2020-09-13 00:38:55,106 - mmaction - INFO - Epoch [13][1160/2640] lr: 1.000e-02, eta: 1 day, 7:32:44, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7328, loss_cls: 2.2252, loss: 2.2252, grad_norm: 5.9432 2020-09-13 00:39:14,975 - mmaction - INFO - Epoch [13][1180/2640] lr: 1.000e-02, eta: 1 day, 7:32:12, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7523, loss_cls: 2.1659, loss: 2.1659, grad_norm: 6.0343 2020-09-13 00:39:35,104 - mmaction - INFO - Epoch [13][1200/2640] lr: 1.000e-02, eta: 1 day, 7:31:40, time: 1.005, data_time: 0.003, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7438, loss_cls: 2.1784, loss: 2.1784, grad_norm: 6.1098 2020-09-13 00:39:54,363 - mmaction - INFO - Epoch [13][1220/2640] lr: 1.000e-02, eta: 1 day, 7:31:06, time: 0.960, data_time: 0.042, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7227, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.9800 2020-09-13 00:40:14,168 - mmaction - INFO - Epoch [13][1240/2640] lr: 1.000e-02, eta: 1 day, 7:30:34, time: 0.995, data_time: 0.231, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.9738 2020-09-13 00:40:33,503 - mmaction - INFO - Epoch [13][1260/2640] lr: 1.000e-02, eta: 1 day, 7:30:01, time: 0.965, data_time: 0.190, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7523, loss_cls: 2.1238, loss: 2.1238, grad_norm: 6.1747 2020-09-13 00:40:53,368 - mmaction - INFO - Epoch [13][1280/2640] lr: 1.000e-02, eta: 1 day, 7:29:29, time: 0.995, data_time: 0.050, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7469, loss_cls: 2.1645, loss: 2.1645, grad_norm: 6.2247 2020-09-13 00:41:12,407 - mmaction - INFO - Epoch [13][1300/2640] lr: 1.000e-02, eta: 1 day, 7:28:54, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7328, loss_cls: 2.2075, loss: 2.2075, grad_norm: 6.1140 2020-09-13 00:41:30,722 - mmaction - INFO - Epoch [13][1320/2640] lr: 1.000e-02, eta: 1 day, 7:28:18, time: 0.920, data_time: 0.007, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.1937, loss: 2.1937, grad_norm: 6.2118 2020-09-13 00:41:49,940 - mmaction - INFO - Epoch [13][1340/2640] lr: 1.000e-02, eta: 1 day, 7:27:44, time: 0.955, data_time: 0.085, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.2239, loss: 2.2239, grad_norm: 6.2610 2020-09-13 00:42:10,574 - mmaction - INFO - Epoch [13][1360/2640] lr: 1.000e-02, eta: 1 day, 7:27:14, time: 1.036, data_time: 0.047, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.9321 2020-09-13 00:42:30,164 - mmaction - INFO - Epoch [13][1380/2640] lr: 1.000e-02, eta: 1 day, 7:26:41, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7461, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.8936 2020-09-13 00:42:50,447 - mmaction - INFO - Epoch [13][1400/2640] lr: 1.000e-02, eta: 1 day, 7:26:11, time: 1.017, data_time: 0.007, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7375, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.8651 2020-09-13 00:43:10,249 - mmaction - INFO - Epoch [13][1420/2640] lr: 1.000e-02, eta: 1 day, 7:25:38, time: 0.985, data_time: 0.206, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7367, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.9775 2020-09-13 00:43:30,238 - mmaction - INFO - Epoch [13][1440/2640] lr: 1.000e-02, eta: 1 day, 7:25:07, time: 1.005, data_time: 0.407, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7438, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.8024 2020-09-13 00:43:48,693 - mmaction - INFO - Epoch [13][1460/2640] lr: 1.000e-02, eta: 1 day, 7:24:31, time: 0.921, data_time: 0.323, memory: 7069, top1_acc: 0.4359, top5_acc: 0.7250, loss_cls: 2.2773, loss: 2.2773, grad_norm: 6.1657 2020-09-13 00:44:08,839 - mmaction - INFO - Epoch [13][1480/2640] lr: 1.000e-02, eta: 1 day, 7:24:00, time: 1.008, data_time: 0.419, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7078, loss_cls: 2.3465, loss: 2.3465, grad_norm: 5.9924 2020-09-13 00:44:28,635 - mmaction - INFO - Epoch [13][1500/2640] lr: 1.000e-02, eta: 1 day, 7:23:28, time: 0.988, data_time: 0.387, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7258, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.8245 2020-09-13 00:44:47,043 - mmaction - INFO - Epoch [13][1520/2640] lr: 1.000e-02, eta: 1 day, 7:22:52, time: 0.922, data_time: 0.143, memory: 7069, top1_acc: 0.4305, top5_acc: 0.7164, loss_cls: 2.2794, loss: 2.2794, grad_norm: 6.1057 2020-09-13 00:45:08,677 - mmaction - INFO - Epoch [13][1540/2640] lr: 1.000e-02, eta: 1 day, 7:22:25, time: 1.081, data_time: 0.455, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7242, loss_cls: 2.2476, loss: 2.2476, grad_norm: 6.0667 2020-09-13 00:45:26,872 - mmaction - INFO - Epoch [13][1560/2640] lr: 1.000e-02, eta: 1 day, 7:21:49, time: 0.910, data_time: 0.322, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.9064 2020-09-13 00:45:45,641 - mmaction - INFO - Epoch [13][1580/2640] lr: 1.000e-02, eta: 1 day, 7:21:13, time: 0.934, data_time: 0.340, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7570, loss_cls: 2.1288, loss: 2.1288, grad_norm: 6.1770 2020-09-13 00:46:05,905 - mmaction - INFO - Epoch [13][1600/2640] lr: 1.000e-02, eta: 1 day, 7:20:43, time: 1.017, data_time: 0.371, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7336, loss_cls: 2.2324, loss: 2.2324, grad_norm: 6.2591 2020-09-13 00:46:26,286 - mmaction - INFO - Epoch [13][1620/2640] lr: 1.000e-02, eta: 1 day, 7:20:13, time: 1.014, data_time: 0.426, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7367, loss_cls: 2.1988, loss: 2.1988, grad_norm: 6.3644 2020-09-13 00:46:46,115 - mmaction - INFO - Epoch [13][1640/2640] lr: 1.000e-02, eta: 1 day, 7:19:41, time: 0.997, data_time: 0.413, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.0980, loss: 2.0980, grad_norm: 6.0057 2020-09-13 00:47:05,496 - mmaction - INFO - Epoch [13][1660/2640] lr: 1.000e-02, eta: 1 day, 7:19:08, time: 0.967, data_time: 0.375, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2017, loss: 2.2017, grad_norm: 6.2022 2020-09-13 00:47:24,575 - mmaction - INFO - Epoch [13][1680/2640] lr: 1.000e-02, eta: 1 day, 7:18:34, time: 0.957, data_time: 0.337, memory: 7069, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.3259, loss: 2.3259, grad_norm: 6.2738 2020-09-13 00:47:43,759 - mmaction - INFO - Epoch [13][1700/2640] lr: 1.000e-02, eta: 1 day, 7:18:00, time: 0.959, data_time: 0.275, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.1744, loss: 2.1744, grad_norm: 6.1924 2020-09-13 00:48:02,830 - mmaction - INFO - Epoch [13][1720/2640] lr: 1.000e-02, eta: 1 day, 7:17:26, time: 0.954, data_time: 0.267, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7211, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.7073 2020-09-13 00:48:23,117 - mmaction - INFO - Epoch [13][1740/2640] lr: 1.000e-02, eta: 1 day, 7:16:55, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3136, loss: 2.3136, grad_norm: 6.1341 2020-09-13 00:48:41,495 - mmaction - INFO - Epoch [13][1760/2640] lr: 1.000e-02, eta: 1 day, 7:16:20, time: 0.924, data_time: 0.138, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7383, loss_cls: 2.1964, loss: 2.1964, grad_norm: 6.1857 2020-09-13 00:49:01,793 - mmaction - INFO - Epoch [13][1780/2640] lr: 1.000e-02, eta: 1 day, 7:15:49, time: 1.012, data_time: 0.043, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7398, loss_cls: 2.2031, loss: 2.2031, grad_norm: 6.0233 2020-09-13 00:49:21,875 - mmaction - INFO - Epoch [13][1800/2640] lr: 1.000e-02, eta: 1 day, 7:15:18, time: 1.007, data_time: 0.145, memory: 7069, top1_acc: 0.4336, top5_acc: 0.7336, loss_cls: 2.2932, loss: 2.2932, grad_norm: 6.2282 2020-09-13 00:49:42,083 - mmaction - INFO - Epoch [13][1820/2640] lr: 1.000e-02, eta: 1 day, 7:14:48, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7109, loss_cls: 2.2839, loss: 2.2839, grad_norm: 5.9309 2020-09-13 00:50:00,770 - mmaction - INFO - Epoch [13][1840/2640] lr: 1.000e-02, eta: 1 day, 7:14:13, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7305, loss_cls: 2.2346, loss: 2.2346, grad_norm: 6.0371 2020-09-13 00:50:20,772 - mmaction - INFO - Epoch [13][1860/2640] lr: 1.000e-02, eta: 1 day, 7:13:41, time: 0.997, data_time: 0.247, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7391, loss_cls: 2.1771, loss: 2.1771, grad_norm: 6.0167 2020-09-13 00:50:40,461 - mmaction - INFO - Epoch [13][1880/2640] lr: 1.000e-02, eta: 1 day, 7:13:10, time: 0.989, data_time: 0.225, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.9023 2020-09-13 00:51:00,772 - mmaction - INFO - Epoch [13][1900/2640] lr: 1.000e-02, eta: 1 day, 7:12:39, time: 1.009, data_time: 0.321, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7266, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.7846 2020-09-13 00:51:20,010 - mmaction - INFO - Epoch [13][1920/2640] lr: 1.000e-02, eta: 1 day, 7:12:06, time: 0.967, data_time: 0.299, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7273, loss_cls: 2.2675, loss: 2.2675, grad_norm: 5.8067 2020-09-13 00:51:39,656 - mmaction - INFO - Epoch [13][1940/2640] lr: 1.000e-02, eta: 1 day, 7:11:34, time: 0.979, data_time: 0.235, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.1795, loss: 2.1795, grad_norm: 6.0321 2020-09-13 00:51:59,373 - mmaction - INFO - Epoch [13][1960/2640] lr: 1.000e-02, eta: 1 day, 7:11:02, time: 0.989, data_time: 0.235, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.9873 2020-09-13 00:52:20,307 - mmaction - INFO - Epoch [13][1980/2640] lr: 1.000e-02, eta: 1 day, 7:10:34, time: 1.047, data_time: 0.100, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.1807, loss: 2.1807, grad_norm: 6.1247 2020-09-13 00:52:39,008 - mmaction - INFO - Epoch [13][2000/2640] lr: 1.000e-02, eta: 1 day, 7:09:59, time: 0.932, data_time: 0.152, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.9099 2020-09-13 00:52:58,449 - mmaction - INFO - Epoch [13][2020/2640] lr: 1.000e-02, eta: 1 day, 7:09:26, time: 0.973, data_time: 0.005, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.1511, loss: 2.1511, grad_norm: 5.8571 2020-09-13 00:53:17,729 - mmaction - INFO - Epoch [13][2040/2640] lr: 1.000e-02, eta: 1 day, 7:08:53, time: 0.964, data_time: 0.087, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7320, loss_cls: 2.2688, loss: 2.2688, grad_norm: 6.0917 2020-09-13 00:53:37,828 - mmaction - INFO - Epoch [13][2060/2640] lr: 1.000e-02, eta: 1 day, 7:08:22, time: 1.006, data_time: 0.158, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7477, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.7945 2020-09-13 00:53:57,503 - mmaction - INFO - Epoch [13][2080/2640] lr: 1.000e-02, eta: 1 day, 7:07:50, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1531, loss: 2.1531, grad_norm: 6.1889 2020-09-13 00:54:16,025 - mmaction - INFO - Epoch [13][2100/2640] lr: 1.000e-02, eta: 1 day, 7:07:15, time: 0.929, data_time: 0.006, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7461, loss_cls: 2.1534, loss: 2.1534, grad_norm: 6.2049 2020-09-13 00:54:35,463 - mmaction - INFO - Epoch [13][2120/2640] lr: 1.000e-02, eta: 1 day, 7:06:42, time: 0.972, data_time: 0.003, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2035, loss: 2.2035, grad_norm: 6.0823 2020-09-13 00:54:55,954 - mmaction - INFO - Epoch [13][2140/2640] lr: 1.000e-02, eta: 1 day, 7:06:13, time: 1.023, data_time: 0.006, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7273, loss_cls: 2.2384, loss: 2.2384, grad_norm: 6.2162 2020-09-13 00:55:15,122 - mmaction - INFO - Epoch [13][2160/2640] lr: 1.000e-02, eta: 1 day, 7:05:39, time: 0.959, data_time: 0.004, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7258, loss_cls: 2.1996, loss: 2.1996, grad_norm: 6.1688 2020-09-13 00:55:33,867 - mmaction - INFO - Epoch [13][2180/2640] lr: 1.000e-02, eta: 1 day, 7:05:04, time: 0.933, data_time: 0.006, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7227, loss_cls: 2.2299, loss: 2.2299, grad_norm: 6.1112 2020-09-13 00:55:54,202 - mmaction - INFO - Epoch [13][2200/2640] lr: 1.000e-02, eta: 1 day, 7:04:35, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.9470 2020-09-13 00:56:13,907 - mmaction - INFO - Epoch [13][2220/2640] lr: 1.000e-02, eta: 1 day, 7:04:03, time: 0.979, data_time: 0.005, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.9965 2020-09-13 00:56:34,486 - mmaction - INFO - Epoch [13][2240/2640] lr: 1.000e-02, eta: 1 day, 7:03:34, time: 1.036, data_time: 0.009, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7281, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.8887 2020-09-13 00:56:51,926 - mmaction - INFO - Epoch [13][2260/2640] lr: 1.000e-02, eta: 1 day, 7:02:55, time: 0.865, data_time: 0.005, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7156, loss_cls: 2.2579, loss: 2.2579, grad_norm: 6.1040 2020-09-13 00:57:11,852 - mmaction - INFO - Epoch [13][2280/2640] lr: 1.000e-02, eta: 1 day, 7:02:24, time: 1.002, data_time: 0.010, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.9438 2020-09-13 00:57:30,598 - mmaction - INFO - Epoch [13][2300/2640] lr: 1.000e-02, eta: 1 day, 7:01:49, time: 0.931, data_time: 0.005, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.8893 2020-09-13 00:57:49,676 - mmaction - INFO - Epoch [13][2320/2640] lr: 1.000e-02, eta: 1 day, 7:01:16, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.8350 2020-09-13 00:58:09,442 - mmaction - INFO - Epoch [13][2340/2640] lr: 1.000e-02, eta: 1 day, 7:00:45, time: 0.988, data_time: 0.017, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2789, loss: 2.2789, grad_norm: 6.1071 2020-09-13 00:58:30,251 - mmaction - INFO - Epoch [13][2360/2640] lr: 1.000e-02, eta: 1 day, 7:00:16, time: 1.041, data_time: 0.003, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.2562, loss: 2.2562, grad_norm: 6.0212 2020-09-13 00:58:48,773 - mmaction - INFO - Epoch [13][2380/2640] lr: 1.000e-02, eta: 1 day, 6:59:41, time: 0.923, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7195, loss_cls: 2.2441, loss: 2.2441, grad_norm: 6.0686 2020-09-13 00:59:08,575 - mmaction - INFO - Epoch [13][2400/2640] lr: 1.000e-02, eta: 1 day, 6:59:10, time: 0.993, data_time: 0.009, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7367, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.9522 2020-09-13 00:59:27,724 - mmaction - INFO - Epoch [13][2420/2640] lr: 1.000e-02, eta: 1 day, 6:58:36, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.1413, loss: 2.1413, grad_norm: 6.2271 2020-09-13 00:59:46,783 - mmaction - INFO - Epoch [13][2440/2640] lr: 1.000e-02, eta: 1 day, 6:58:03, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.1511, loss: 2.1511, grad_norm: 6.0805 2020-09-13 01:00:10,728 - mmaction - INFO - Epoch [13][2460/2640] lr: 1.000e-02, eta: 1 day, 6:57:43, time: 1.182, data_time: 0.008, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.1802, loss: 2.1802, grad_norm: 6.0683 2020-09-13 01:00:30,495 - mmaction - INFO - Epoch [13][2480/2640] lr: 1.000e-02, eta: 1 day, 6:57:10, time: 0.963, data_time: 0.129, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.1555, loss: 2.1555, grad_norm: 6.2039 2020-09-13 01:00:50,158 - mmaction - INFO - Epoch [13][2500/2640] lr: 1.000e-02, eta: 1 day, 6:56:41, time: 1.021, data_time: 0.064, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.1707, loss: 2.1707, grad_norm: 6.0631 2020-09-13 01:01:08,472 - mmaction - INFO - Epoch [13][2520/2640] lr: 1.000e-02, eta: 1 day, 6:56:05, time: 0.919, data_time: 0.177, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7266, loss_cls: 2.1989, loss: 2.1989, grad_norm: 6.0771 2020-09-13 01:01:28,611 - mmaction - INFO - Epoch [13][2540/2640] lr: 1.000e-02, eta: 1 day, 6:55:35, time: 1.003, data_time: 0.245, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7383, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.1066 2020-09-13 01:01:48,698 - mmaction - INFO - Epoch [13][2560/2640] lr: 1.000e-02, eta: 1 day, 6:55:04, time: 1.008, data_time: 0.007, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7352, loss_cls: 2.1755, loss: 2.1755, grad_norm: 6.1120 2020-09-13 01:02:07,522 - mmaction - INFO - Epoch [13][2580/2640] lr: 1.000e-02, eta: 1 day, 6:54:30, time: 0.936, data_time: 0.007, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7305, loss_cls: 2.2449, loss: 2.2449, grad_norm: 6.0654 2020-09-13 01:02:25,917 - mmaction - INFO - Epoch [13][2600/2640] lr: 1.000e-02, eta: 1 day, 6:53:55, time: 0.925, data_time: 0.008, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7594, loss_cls: 2.1151, loss: 2.1151, grad_norm: 6.0112 2020-09-13 01:02:47,852 - mmaction - INFO - Epoch [13][2620/2640] lr: 1.000e-02, eta: 1 day, 6:53:30, time: 1.093, data_time: 0.006, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.2179, loss: 2.2179, grad_norm: 6.0774 2020-09-13 01:03:03,464 - mmaction - INFO - Epoch [13][2640/2640] lr: 1.000e-02, eta: 1 day, 6:52:47, time: 0.785, data_time: 0.008, memory: 7069, top1_acc: 0.4460, top5_acc: 0.7258, loss_cls: 2.2380, loss: 2.2380, grad_norm: 6.1700 2020-09-13 01:03:23,004 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-09-13 01:10:27,160 - mmaction - INFO - Epoch [14][20/2640] lr: 1.000e-02, eta: 1 day, 7:11:21, time: 21.126, data_time: 20.041, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7305, loss_cls: 2.2005, loss: 2.2005, grad_norm: 6.0918 2020-09-13 01:10:46,380 - mmaction - INFO - Epoch [14][40/2640] lr: 1.000e-02, eta: 1 day, 7:10:48, time: 0.972, data_time: 0.027, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1089, loss: 2.1089, grad_norm: 6.1461 2020-09-13 01:11:05,292 - mmaction - INFO - Epoch [14][60/2640] lr: 1.000e-02, eta: 1 day, 7:10:14, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7461, loss_cls: 2.1624, loss: 2.1624, grad_norm: 6.4206 2020-09-13 01:11:25,089 - mmaction - INFO - Epoch [14][80/2640] lr: 1.000e-02, eta: 1 day, 7:09:41, time: 0.987, data_time: 0.008, memory: 7069, top1_acc: 0.4422, top5_acc: 0.7258, loss_cls: 2.2413, loss: 2.2413, grad_norm: 6.2212 2020-09-13 01:11:44,437 - mmaction - INFO - Epoch [14][100/2640] lr: 1.000e-02, eta: 1 day, 7:09:08, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.9385 2020-09-13 01:12:04,874 - mmaction - INFO - Epoch [14][120/2640] lr: 1.000e-02, eta: 1 day, 7:08:38, time: 1.018, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.1835, loss: 2.1835, grad_norm: 6.1836 2020-09-13 01:12:23,533 - mmaction - INFO - Epoch [14][140/2640] lr: 1.000e-02, eta: 1 day, 7:08:03, time: 0.936, data_time: 0.008, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.1215, loss: 2.1215, grad_norm: 6.0899 2020-09-13 01:12:42,630 - mmaction - INFO - Epoch [14][160/2640] lr: 1.000e-02, eta: 1 day, 7:07:29, time: 0.956, data_time: 0.005, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7586, loss_cls: 2.0994, loss: 2.0994, grad_norm: 6.2773 2020-09-13 01:13:01,351 - mmaction - INFO - Epoch [14][180/2640] lr: 1.000e-02, eta: 1 day, 7:06:54, time: 0.936, data_time: 0.004, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1037, loss: 2.1037, grad_norm: 6.2726 2020-09-13 01:13:20,106 - mmaction - INFO - Epoch [14][200/2640] lr: 1.000e-02, eta: 1 day, 7:06:19, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7445, loss_cls: 2.1299, loss: 2.1299, grad_norm: 6.2165 2020-09-13 01:13:41,144 - mmaction - INFO - Epoch [14][220/2640] lr: 1.000e-02, eta: 1 day, 7:05:51, time: 1.055, data_time: 0.050, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7430, loss_cls: 2.1267, loss: 2.1267, grad_norm: 6.1421 2020-09-13 01:14:00,477 - mmaction - INFO - Epoch [14][240/2640] lr: 1.000e-02, eta: 1 day, 7:05:17, time: 0.964, data_time: 0.099, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.2335, loss: 2.2335, grad_norm: 5.9485 2020-09-13 01:14:18,532 - mmaction - INFO - Epoch [14][260/2640] lr: 1.000e-02, eta: 1 day, 7:04:40, time: 0.905, data_time: 0.026, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7414, loss_cls: 2.1800, loss: 2.1800, grad_norm: 6.3095 2020-09-13 01:14:38,755 - mmaction - INFO - Epoch [14][280/2640] lr: 1.000e-02, eta: 1 day, 7:04:10, time: 1.011, data_time: 0.003, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7383, loss_cls: 2.1917, loss: 2.1917, grad_norm: 6.1731 2020-09-13 01:14:58,272 - mmaction - INFO - Epoch [14][300/2640] lr: 1.000e-02, eta: 1 day, 7:03:37, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.1949, loss: 2.1949, grad_norm: 6.2077 2020-09-13 01:15:17,525 - mmaction - INFO - Epoch [14][320/2640] lr: 1.000e-02, eta: 1 day, 7:03:04, time: 0.967, data_time: 0.009, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.9600 2020-09-13 01:15:37,805 - mmaction - INFO - Epoch [14][340/2640] lr: 1.000e-02, eta: 1 day, 7:02:33, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7430, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.2578 2020-09-13 01:15:57,135 - mmaction - INFO - Epoch [14][360/2640] lr: 1.000e-02, eta: 1 day, 7:02:00, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.1467, loss: 2.1467, grad_norm: 6.7698 2020-09-13 01:16:15,355 - mmaction - INFO - Epoch [14][380/2640] lr: 1.000e-02, eta: 1 day, 7:01:24, time: 0.911, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1087, loss: 2.1087, grad_norm: 6.0592 2020-09-13 01:16:34,612 - mmaction - INFO - Epoch [14][400/2640] lr: 1.000e-02, eta: 1 day, 7:00:50, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7469, loss_cls: 2.1809, loss: 2.1809, grad_norm: 6.3273 2020-09-13 01:16:54,170 - mmaction - INFO - Epoch [14][420/2640] lr: 1.000e-02, eta: 1 day, 7:00:18, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7336, loss_cls: 2.2023, loss: 2.2023, grad_norm: 6.1522 2020-09-13 01:17:13,966 - mmaction - INFO - Epoch [14][440/2640] lr: 1.000e-02, eta: 1 day, 6:59:46, time: 0.989, data_time: 0.004, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7312, loss_cls: 2.2457, loss: 2.2457, grad_norm: 6.1459 2020-09-13 01:17:32,381 - mmaction - INFO - Epoch [14][460/2640] lr: 1.000e-02, eta: 1 day, 6:59:10, time: 0.918, data_time: 0.006, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7422, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.9728 2020-09-13 01:17:51,040 - mmaction - INFO - Epoch [14][480/2640] lr: 1.000e-02, eta: 1 day, 6:58:36, time: 0.937, data_time: 0.035, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7180, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.9238 2020-09-13 01:18:11,631 - mmaction - INFO - Epoch [14][500/2640] lr: 1.000e-02, eta: 1 day, 6:58:06, time: 1.025, data_time: 0.122, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7383, loss_cls: 2.2228, loss: 2.2228, grad_norm: 6.0444 2020-09-13 01:18:31,133 - mmaction - INFO - Epoch [14][520/2640] lr: 1.000e-02, eta: 1 day, 6:57:34, time: 0.979, data_time: 0.170, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.1649, loss: 2.1649, grad_norm: 5.8792 2020-09-13 01:18:51,818 - mmaction - INFO - Epoch [14][540/2640] lr: 1.000e-02, eta: 1 day, 6:57:04, time: 1.029, data_time: 0.158, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7453, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.8629 2020-09-13 01:19:09,574 - mmaction - INFO - Epoch [14][560/2640] lr: 1.000e-02, eta: 1 day, 6:56:27, time: 0.893, data_time: 0.116, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7383, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.8579 2020-09-13 01:19:29,899 - mmaction - INFO - Epoch [14][580/2640] lr: 1.000e-02, eta: 1 day, 6:55:57, time: 1.013, data_time: 0.326, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7617, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.1201 2020-09-13 01:19:49,246 - mmaction - INFO - Epoch [14][600/2640] lr: 1.000e-02, eta: 1 day, 6:55:24, time: 0.971, data_time: 0.102, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2500, loss: 2.2500, grad_norm: 6.1899 2020-09-13 01:20:09,232 - mmaction - INFO - Epoch [14][620/2640] lr: 1.000e-02, eta: 1 day, 6:54:53, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2051, loss: 2.2051, grad_norm: 5.9278 2020-09-13 01:20:29,397 - mmaction - INFO - Epoch [14][640/2640] lr: 1.000e-02, eta: 1 day, 6:54:22, time: 1.009, data_time: 0.002, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.9820 2020-09-13 01:20:48,121 - mmaction - INFO - Epoch [14][660/2640] lr: 1.000e-02, eta: 1 day, 6:53:47, time: 0.932, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.1257, loss: 2.1257, grad_norm: 6.0786 2020-09-13 01:21:08,204 - mmaction - INFO - Epoch [14][680/2640] lr: 1.000e-02, eta: 1 day, 6:53:17, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7539, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.8149 2020-09-13 01:21:28,500 - mmaction - INFO - Epoch [14][700/2640] lr: 1.000e-02, eta: 1 day, 6:52:46, time: 1.011, data_time: 0.011, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.9247 2020-09-13 01:21:47,436 - mmaction - INFO - Epoch [14][720/2640] lr: 1.000e-02, eta: 1 day, 6:52:13, time: 0.949, data_time: 0.030, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7586, loss_cls: 2.1527, loss: 2.1527, grad_norm: 6.3681 2020-09-13 01:22:06,419 - mmaction - INFO - Epoch [14][740/2640] lr: 1.000e-02, eta: 1 day, 6:51:39, time: 0.947, data_time: 0.036, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.2150, loss: 2.2150, grad_norm: 6.1344 2020-09-13 01:22:25,073 - mmaction - INFO - Epoch [14][760/2640] lr: 1.000e-02, eta: 1 day, 6:51:04, time: 0.935, data_time: 0.092, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7484, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.7986 2020-09-13 01:22:45,524 - mmaction - INFO - Epoch [14][780/2640] lr: 1.000e-02, eta: 1 day, 6:50:34, time: 1.023, data_time: 0.331, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7461, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.8317 2020-09-13 01:23:05,276 - mmaction - INFO - Epoch [14][800/2640] lr: 1.000e-02, eta: 1 day, 6:50:03, time: 0.987, data_time: 0.003, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7500, loss_cls: 2.1672, loss: 2.1672, grad_norm: 6.0802 2020-09-13 01:23:24,893 - mmaction - INFO - Epoch [14][820/2640] lr: 1.000e-02, eta: 1 day, 6:49:30, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7352, loss_cls: 2.1572, loss: 2.1572, grad_norm: 6.1134 2020-09-13 01:23:44,426 - mmaction - INFO - Epoch [14][840/2640] lr: 1.000e-02, eta: 1 day, 6:48:58, time: 0.984, data_time: 0.009, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.9759 2020-09-13 01:24:04,309 - mmaction - INFO - Epoch [14][860/2640] lr: 1.000e-02, eta: 1 day, 6:48:27, time: 0.990, data_time: 0.276, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7281, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.9970 2020-09-13 01:24:24,646 - mmaction - INFO - Epoch [14][880/2640] lr: 1.000e-02, eta: 1 day, 6:47:57, time: 1.022, data_time: 0.128, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7523, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.9313 2020-09-13 01:24:43,389 - mmaction - INFO - Epoch [14][900/2640] lr: 1.000e-02, eta: 1 day, 6:47:23, time: 0.932, data_time: 0.066, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7312, loss_cls: 2.2143, loss: 2.2143, grad_norm: 6.1392 2020-09-13 01:25:02,824 - mmaction - INFO - Epoch [14][920/2640] lr: 1.000e-02, eta: 1 day, 6:46:50, time: 0.976, data_time: 0.184, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.9640 2020-09-13 01:25:21,859 - mmaction - INFO - Epoch [14][940/2640] lr: 1.000e-02, eta: 1 day, 6:46:17, time: 0.952, data_time: 0.337, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.8649 2020-09-13 01:25:42,025 - mmaction - INFO - Epoch [14][960/2640] lr: 1.000e-02, eta: 1 day, 6:45:46, time: 1.005, data_time: 0.279, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7375, loss_cls: 2.1730, loss: 2.1730, grad_norm: 6.0026 2020-09-13 01:26:01,780 - mmaction - INFO - Epoch [14][980/2640] lr: 1.000e-02, eta: 1 day, 6:45:15, time: 0.990, data_time: 0.132, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2032, loss: 2.2032, grad_norm: 6.0824 2020-09-13 01:26:21,941 - mmaction - INFO - Epoch [14][1000/2640] lr: 1.000e-02, eta: 1 day, 6:44:44, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7266, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.9052 2020-09-13 01:26:40,360 - mmaction - INFO - Epoch [14][1020/2640] lr: 1.000e-02, eta: 1 day, 6:44:09, time: 0.925, data_time: 0.007, memory: 7069, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.8924 2020-09-13 01:27:00,449 - mmaction - INFO - Epoch [14][1040/2640] lr: 1.000e-02, eta: 1 day, 6:43:38, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7367, loss_cls: 2.1979, loss: 2.1979, grad_norm: 6.1246 2020-09-13 01:27:19,413 - mmaction - INFO - Epoch [14][1060/2640] lr: 1.000e-02, eta: 1 day, 6:43:05, time: 0.954, data_time: 0.110, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7258, loss_cls: 2.2338, loss: 2.2338, grad_norm: 6.1837 2020-09-13 01:27:38,317 - mmaction - INFO - Epoch [14][1080/2640] lr: 1.000e-02, eta: 1 day, 6:42:31, time: 0.942, data_time: 0.215, memory: 7069, top1_acc: 0.4297, top5_acc: 0.7078, loss_cls: 2.3153, loss: 2.3153, grad_norm: 6.2425 2020-09-13 01:27:58,560 - mmaction - INFO - Epoch [14][1100/2640] lr: 1.000e-02, eta: 1 day, 6:42:01, time: 1.014, data_time: 0.292, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.7985 2020-09-13 01:28:17,810 - mmaction - INFO - Epoch [14][1120/2640] lr: 1.000e-02, eta: 1 day, 6:41:28, time: 0.958, data_time: 0.370, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7195, loss_cls: 2.2718, loss: 2.2718, grad_norm: 6.2823 2020-09-13 01:28:37,719 - mmaction - INFO - Epoch [14][1140/2640] lr: 1.000e-02, eta: 1 day, 6:40:57, time: 1.000, data_time: 0.395, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7344, loss_cls: 2.1706, loss: 2.1706, grad_norm: 6.0988 2020-09-13 01:28:57,328 - mmaction - INFO - Epoch [14][1160/2640] lr: 1.000e-02, eta: 1 day, 6:40:25, time: 0.975, data_time: 0.313, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2166, loss: 2.2166, grad_norm: 5.9553 2020-09-13 01:29:15,674 - mmaction - INFO - Epoch [14][1180/2640] lr: 1.000e-02, eta: 1 day, 6:39:51, time: 0.924, data_time: 0.300, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.1560, loss: 2.1560, grad_norm: 6.0425 2020-09-13 01:29:36,135 - mmaction - INFO - Epoch [14][1200/2640] lr: 1.000e-02, eta: 1 day, 6:39:21, time: 1.017, data_time: 0.202, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2629, loss: 2.2629, grad_norm: 6.2382 2020-09-13 01:29:55,350 - mmaction - INFO - Epoch [14][1220/2640] lr: 1.000e-02, eta: 1 day, 6:38:48, time: 0.966, data_time: 0.104, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.9593 2020-09-13 01:30:15,926 - mmaction - INFO - Epoch [14][1240/2640] lr: 1.000e-02, eta: 1 day, 6:38:19, time: 1.026, data_time: 0.038, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7422, loss_cls: 2.1872, loss: 2.1872, grad_norm: 6.0859 2020-09-13 01:30:34,300 - mmaction - INFO - Epoch [14][1260/2640] lr: 1.000e-02, eta: 1 day, 6:37:44, time: 0.921, data_time: 0.008, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.2547, loss: 2.2547, grad_norm: 5.9618 2020-09-13 01:30:54,652 - mmaction - INFO - Epoch [14][1280/2640] lr: 1.000e-02, eta: 1 day, 6:37:14, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.1975, loss: 2.1975, grad_norm: 5.9651 2020-09-13 01:31:12,641 - mmaction - INFO - Epoch [14][1300/2640] lr: 1.000e-02, eta: 1 day, 6:36:38, time: 0.904, data_time: 0.007, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.9678 2020-09-13 01:31:31,629 - mmaction - INFO - Epoch [14][1320/2640] lr: 1.000e-02, eta: 1 day, 6:36:05, time: 0.948, data_time: 0.340, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7508, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.0321 2020-09-13 01:31:52,088 - mmaction - INFO - Epoch [14][1340/2640] lr: 1.000e-02, eta: 1 day, 6:35:36, time: 1.023, data_time: 0.256, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7477, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.8479 2020-09-13 01:32:13,188 - mmaction - INFO - Epoch [14][1360/2640] lr: 1.000e-02, eta: 1 day, 6:35:08, time: 1.050, data_time: 0.007, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7484, loss_cls: 2.1473, loss: 2.1473, grad_norm: 6.1500 2020-09-13 01:32:32,365 - mmaction - INFO - Epoch [14][1380/2640] lr: 1.000e-02, eta: 1 day, 6:34:35, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7531, loss_cls: 2.1498, loss: 2.1498, grad_norm: 6.1859 2020-09-13 01:32:51,832 - mmaction - INFO - Epoch [14][1400/2640] lr: 1.000e-02, eta: 1 day, 6:34:03, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1187, loss: 2.1187, grad_norm: 6.0757 2020-09-13 01:33:10,962 - mmaction - INFO - Epoch [14][1420/2640] lr: 1.000e-02, eta: 1 day, 6:33:30, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7266, loss_cls: 2.1727, loss: 2.1727, grad_norm: 6.0682 2020-09-13 01:33:31,452 - mmaction - INFO - Epoch [14][1440/2640] lr: 1.000e-02, eta: 1 day, 6:33:01, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7422, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.9450 2020-09-13 01:33:50,798 - mmaction - INFO - Epoch [14][1460/2640] lr: 1.000e-02, eta: 1 day, 6:32:29, time: 0.966, data_time: 0.002, memory: 7069, top1_acc: 0.4367, top5_acc: 0.7063, loss_cls: 2.2901, loss: 2.2901, grad_norm: 6.7157 2020-09-13 01:34:09,888 - mmaction - INFO - Epoch [14][1480/2640] lr: 1.000e-02, eta: 1 day, 6:31:55, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7516, loss_cls: 2.1446, loss: 2.1446, grad_norm: 6.1074 2020-09-13 01:34:27,616 - mmaction - INFO - Epoch [14][1500/2640] lr: 1.000e-02, eta: 1 day, 6:31:19, time: 0.892, data_time: 0.010, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7461, loss_cls: 2.1402, loss: 2.1402, grad_norm: 6.0744 2020-09-13 01:34:48,382 - mmaction - INFO - Epoch [14][1520/2640] lr: 1.000e-02, eta: 1 day, 6:30:50, time: 1.035, data_time: 0.006, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7297, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.2614 2020-09-13 01:35:09,494 - mmaction - INFO - Epoch [14][1540/2640] lr: 1.000e-02, eta: 1 day, 6:30:23, time: 1.059, data_time: 0.007, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.1886, loss: 2.1886, grad_norm: 6.0075 2020-09-13 01:35:28,006 - mmaction - INFO - Epoch [14][1560/2640] lr: 1.000e-02, eta: 1 day, 6:29:49, time: 0.927, data_time: 0.004, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.1949, loss: 2.1949, grad_norm: 6.1737 2020-09-13 01:35:46,707 - mmaction - INFO - Epoch [14][1580/2640] lr: 1.000e-02, eta: 1 day, 6:29:15, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3166, loss: 2.3166, grad_norm: 6.1141 2020-09-13 01:36:06,348 - mmaction - INFO - Epoch [14][1600/2640] lr: 1.000e-02, eta: 1 day, 6:28:43, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7438, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.9501 2020-09-13 01:36:26,521 - mmaction - INFO - Epoch [14][1620/2640] lr: 1.000e-02, eta: 1 day, 6:28:13, time: 1.009, data_time: 0.003, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7320, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.2049 2020-09-13 01:36:47,335 - mmaction - INFO - Epoch [14][1640/2640] lr: 1.000e-02, eta: 1 day, 6:27:45, time: 1.038, data_time: 0.005, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.8425 2020-09-13 01:37:05,562 - mmaction - INFO - Epoch [14][1660/2640] lr: 1.000e-02, eta: 1 day, 6:27:10, time: 0.914, data_time: 0.009, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.2546, loss: 2.2546, grad_norm: 6.1714 2020-09-13 01:37:24,894 - mmaction - INFO - Epoch [14][1680/2640] lr: 1.000e-02, eta: 1 day, 6:26:38, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.1552, loss: 2.1552, grad_norm: 6.0386 2020-09-13 01:37:44,724 - mmaction - INFO - Epoch [14][1700/2640] lr: 1.000e-02, eta: 1 day, 6:26:07, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7375, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.9469 2020-09-13 01:38:04,343 - mmaction - INFO - Epoch [14][1720/2640] lr: 1.000e-02, eta: 1 day, 6:25:35, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7594, loss_cls: 2.0744, loss: 2.0744, grad_norm: 6.1747 2020-09-13 01:38:22,546 - mmaction - INFO - Epoch [14][1740/2640] lr: 1.000e-02, eta: 1 day, 6:25:01, time: 0.913, data_time: 0.006, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.7910 2020-09-13 01:38:41,896 - mmaction - INFO - Epoch [14][1760/2640] lr: 1.000e-02, eta: 1 day, 6:24:28, time: 0.967, data_time: 0.007, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.9240 2020-09-13 01:39:01,438 - mmaction - INFO - Epoch [14][1780/2640] lr: 1.000e-02, eta: 1 day, 6:23:57, time: 0.978, data_time: 0.003, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.9692 2020-09-13 01:39:21,415 - mmaction - INFO - Epoch [14][1800/2640] lr: 1.000e-02, eta: 1 day, 6:23:26, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7477, loss_cls: 2.1197, loss: 2.1197, grad_norm: 6.0184 2020-09-13 01:39:41,260 - mmaction - INFO - Epoch [14][1820/2640] lr: 1.000e-02, eta: 1 day, 6:22:56, time: 0.993, data_time: 0.004, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.9281 2020-09-13 01:40:00,565 - mmaction - INFO - Epoch [14][1840/2640] lr: 1.000e-02, eta: 1 day, 6:22:24, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.7629 2020-09-13 01:40:20,181 - mmaction - INFO - Epoch [14][1860/2640] lr: 1.000e-02, eta: 1 day, 6:21:52, time: 0.982, data_time: 0.003, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7508, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.8327 2020-09-13 01:40:40,452 - mmaction - INFO - Epoch [14][1880/2640] lr: 1.000e-02, eta: 1 day, 6:21:23, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7539, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.8905 2020-09-13 01:40:57,955 - mmaction - INFO - Epoch [14][1900/2640] lr: 1.000e-02, eta: 1 day, 6:20:46, time: 0.879, data_time: 0.008, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2102, loss: 2.2102, grad_norm: 6.1324 2020-09-13 01:41:17,966 - mmaction - INFO - Epoch [14][1920/2640] lr: 1.000e-02, eta: 1 day, 6:20:16, time: 0.998, data_time: 0.017, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.2450, loss: 2.2450, grad_norm: 6.1417 2020-09-13 01:41:39,747 - mmaction - INFO - Epoch [14][1940/2640] lr: 1.000e-02, eta: 1 day, 6:19:50, time: 1.092, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.1712, loss: 2.1712, grad_norm: 6.2012 2020-09-13 01:41:57,887 - mmaction - INFO - Epoch [14][1960/2640] lr: 1.000e-02, eta: 1 day, 6:19:15, time: 0.906, data_time: 0.002, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.2503, loss: 2.2503, grad_norm: 6.0011 2020-09-13 01:42:17,666 - mmaction - INFO - Epoch [14][1980/2640] lr: 1.000e-02, eta: 1 day, 6:18:44, time: 0.986, data_time: 0.261, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.8443 2020-09-13 01:42:35,658 - mmaction - INFO - Epoch [14][2000/2640] lr: 1.000e-02, eta: 1 day, 6:18:09, time: 0.903, data_time: 0.294, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.1615, loss: 2.1615, grad_norm: 6.0216 2020-09-13 01:42:57,642 - mmaction - INFO - Epoch [14][2020/2640] lr: 1.000e-02, eta: 1 day, 6:17:43, time: 1.091, data_time: 0.225, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7141, loss_cls: 2.2533, loss: 2.2533, grad_norm: 6.0593 2020-09-13 01:43:15,170 - mmaction - INFO - Epoch [14][2040/2640] lr: 1.000e-02, eta: 1 day, 6:17:07, time: 0.884, data_time: 0.168, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.2158, loss: 2.2158, grad_norm: 6.2807 2020-09-13 01:43:34,743 - mmaction - INFO - Epoch [14][2060/2640] lr: 1.000e-02, eta: 1 day, 6:16:36, time: 0.976, data_time: 0.255, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2203, loss: 2.2203, grad_norm: 6.1623 2020-09-13 01:43:53,729 - mmaction - INFO - Epoch [14][2080/2640] lr: 1.000e-02, eta: 1 day, 6:16:03, time: 0.951, data_time: 0.013, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7320, loss_cls: 2.2299, loss: 2.2299, grad_norm: 5.9751 2020-09-13 01:44:12,883 - mmaction - INFO - Epoch [14][2100/2640] lr: 1.000e-02, eta: 1 day, 6:15:30, time: 0.954, data_time: 0.230, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7297, loss_cls: 2.2091, loss: 2.2091, grad_norm: 6.1316 2020-09-13 01:44:32,480 - mmaction - INFO - Epoch [14][2120/2640] lr: 1.000e-02, eta: 1 day, 6:15:00, time: 0.984, data_time: 0.117, memory: 7069, top1_acc: 0.4406, top5_acc: 0.7484, loss_cls: 2.1944, loss: 2.1944, grad_norm: 6.1044 2020-09-13 01:44:50,805 - mmaction - INFO - Epoch [14][2140/2640] lr: 1.000e-02, eta: 1 day, 6:14:25, time: 0.916, data_time: 0.033, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.9580 2020-09-13 01:45:11,712 - mmaction - INFO - Epoch [14][2160/2640] lr: 1.000e-02, eta: 1 day, 6:13:57, time: 1.045, data_time: 0.003, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7367, loss_cls: 2.1707, loss: 2.1707, grad_norm: 6.2331 2020-09-13 01:45:31,839 - mmaction - INFO - Epoch [14][2180/2640] lr: 1.000e-02, eta: 1 day, 6:13:28, time: 1.007, data_time: 0.003, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7383, loss_cls: 2.2156, loss: 2.2156, grad_norm: 6.0334 2020-09-13 01:45:50,234 - mmaction - INFO - Epoch [14][2200/2640] lr: 1.000e-02, eta: 1 day, 6:12:53, time: 0.920, data_time: 0.017, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7422, loss_cls: 2.1691, loss: 2.1691, grad_norm: 5.9410 2020-09-13 01:46:09,892 - mmaction - INFO - Epoch [14][2220/2640] lr: 1.000e-02, eta: 1 day, 6:12:22, time: 0.977, data_time: 0.004, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.9855 2020-09-13 01:46:31,323 - mmaction - INFO - Epoch [14][2240/2640] lr: 1.000e-02, eta: 1 day, 6:11:56, time: 1.076, data_time: 0.232, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7477, loss_cls: 2.1445, loss: 2.1445, grad_norm: 6.1148 2020-09-13 01:46:50,464 - mmaction - INFO - Epoch [14][2260/2640] lr: 1.000e-02, eta: 1 day, 6:11:24, time: 0.958, data_time: 0.240, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.2035 2020-09-13 01:47:09,875 - mmaction - INFO - Epoch [14][2280/2640] lr: 1.000e-02, eta: 1 day, 6:10:52, time: 0.970, data_time: 0.146, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7430, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.9281 2020-09-13 01:47:28,772 - mmaction - INFO - Epoch [14][2300/2640] lr: 1.000e-02, eta: 1 day, 6:10:19, time: 0.945, data_time: 0.043, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7422, loss_cls: 2.1989, loss: 2.1989, grad_norm: 6.1301 2020-09-13 01:47:48,889 - mmaction - INFO - Epoch [14][2320/2640] lr: 1.000e-02, eta: 1 day, 6:09:50, time: 1.006, data_time: 0.004, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7430, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.8308 2020-09-13 01:48:09,689 - mmaction - INFO - Epoch [14][2340/2640] lr: 1.000e-02, eta: 1 day, 6:09:21, time: 1.036, data_time: 0.007, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.9227 2020-09-13 01:48:26,841 - mmaction - INFO - Epoch [14][2360/2640] lr: 1.000e-02, eta: 1 day, 6:08:44, time: 0.860, data_time: 0.008, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7289, loss_cls: 2.2127, loss: 2.2127, grad_norm: 6.1815 2020-09-13 01:48:47,726 - mmaction - INFO - Epoch [14][2380/2640] lr: 1.000e-02, eta: 1 day, 6:08:17, time: 1.045, data_time: 0.008, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.7534 2020-09-13 01:49:07,656 - mmaction - INFO - Epoch [14][2400/2640] lr: 1.000e-02, eta: 1 day, 6:07:46, time: 0.997, data_time: 0.003, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.9432 2020-09-13 01:49:27,363 - mmaction - INFO - Epoch [14][2420/2640] lr: 1.000e-02, eta: 1 day, 6:07:16, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7312, loss_cls: 2.2539, loss: 2.2539, grad_norm: 6.0432 2020-09-13 01:49:46,177 - mmaction - INFO - Epoch [14][2440/2640] lr: 1.000e-02, eta: 1 day, 6:06:43, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.8528 2020-09-13 01:50:06,074 - mmaction - INFO - Epoch [14][2460/2640] lr: 1.000e-02, eta: 1 day, 6:06:13, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.9147 2020-09-13 01:50:23,783 - mmaction - INFO - Epoch [14][2480/2640] lr: 1.000e-02, eta: 1 day, 6:05:37, time: 0.886, data_time: 0.003, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7695, loss_cls: 2.0890, loss: 2.0890, grad_norm: 6.0870 2020-09-13 01:50:44,918 - mmaction - INFO - Epoch [14][2500/2640] lr: 1.000e-02, eta: 1 day, 6:05:10, time: 1.052, data_time: 0.006, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.8990 2020-09-13 01:51:03,818 - mmaction - INFO - Epoch [14][2520/2640] lr: 1.000e-02, eta: 1 day, 6:04:37, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2282, loss: 2.2282, grad_norm: 6.0666 2020-09-13 01:51:23,257 - mmaction - INFO - Epoch [14][2540/2640] lr: 1.000e-02, eta: 1 day, 6:04:05, time: 0.967, data_time: 0.007, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.1937, loss: 2.1937, grad_norm: 6.1445 2020-09-13 01:51:43,240 - mmaction - INFO - Epoch [14][2560/2640] lr: 1.000e-02, eta: 1 day, 6:03:36, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7477, loss_cls: 2.1499, loss: 2.1499, grad_norm: 6.1997 2020-09-13 01:52:04,532 - mmaction - INFO - Epoch [14][2580/2640] lr: 1.000e-02, eta: 1 day, 6:03:09, time: 1.061, data_time: 0.006, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1198, loss: 2.1198, grad_norm: 6.1650 2020-09-13 01:52:22,310 - mmaction - INFO - Epoch [14][2600/2640] lr: 1.000e-02, eta: 1 day, 6:02:34, time: 0.893, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7359, loss_cls: 2.1744, loss: 2.1744, grad_norm: 6.2258 2020-09-13 01:52:42,531 - mmaction - INFO - Epoch [14][2620/2640] lr: 1.000e-02, eta: 1 day, 6:02:04, time: 1.010, data_time: 0.005, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7508, loss_cls: 2.1626, loss: 2.1626, grad_norm: 6.0653 2020-09-13 01:52:59,599 - mmaction - INFO - Epoch [14][2640/2640] lr: 1.000e-02, eta: 1 day, 6:01:27, time: 0.854, data_time: 0.003, memory: 7069, top1_acc: 0.4685, top5_acc: 0.7371, loss_cls: 2.2125, loss: 2.2125, grad_norm: 6.1377 2020-09-13 01:53:14,985 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-09-13 02:00:20,794 - mmaction - INFO - Epoch [15][20/2640] lr: 1.000e-02, eta: 1 day, 6:18:18, time: 21.244, data_time: 19.991, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.0656, loss: 2.0656, grad_norm: 6.0928 2020-09-13 02:00:40,719 - mmaction - INFO - Epoch [15][40/2640] lr: 1.000e-02, eta: 1 day, 6:17:47, time: 1.004, data_time: 0.051, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.7924 2020-09-13 02:01:00,883 - mmaction - INFO - Epoch [15][60/2640] lr: 1.000e-02, eta: 1 day, 6:17:18, time: 1.016, data_time: 0.042, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7586, loss_cls: 2.1102, loss: 2.1102, grad_norm: 6.0397 2020-09-13 02:01:20,082 - mmaction - INFO - Epoch [15][80/2640] lr: 1.000e-02, eta: 1 day, 6:16:45, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7641, loss_cls: 2.1237, loss: 2.1237, grad_norm: 6.1963 2020-09-13 02:01:40,946 - mmaction - INFO - Epoch [15][100/2640] lr: 1.000e-02, eta: 1 day, 6:16:17, time: 1.044, data_time: 0.009, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.9780 2020-09-13 02:02:00,173 - mmaction - INFO - Epoch [15][120/2640] lr: 1.000e-02, eta: 1 day, 6:15:44, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7578, loss_cls: 2.1052, loss: 2.1052, grad_norm: 6.0215 2020-09-13 02:02:21,366 - mmaction - INFO - Epoch [15][140/2640] lr: 1.000e-02, eta: 1 day, 6:15:17, time: 1.053, data_time: 0.006, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7492, loss_cls: 2.1036, loss: 2.1036, grad_norm: 6.3326 2020-09-13 02:02:40,689 - mmaction - INFO - Epoch [15][160/2640] lr: 1.000e-02, eta: 1 day, 6:14:45, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.9394 2020-09-13 02:02:59,973 - mmaction - INFO - Epoch [15][180/2640] lr: 1.000e-02, eta: 1 day, 6:14:12, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.1881, loss: 2.1881, grad_norm: 6.0074 2020-09-13 02:03:19,679 - mmaction - INFO - Epoch [15][200/2640] lr: 1.000e-02, eta: 1 day, 6:13:41, time: 0.985, data_time: 0.160, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7445, loss_cls: 2.1575, loss: 2.1575, grad_norm: 6.1770 2020-09-13 02:03:39,302 - mmaction - INFO - Epoch [15][220/2640] lr: 1.000e-02, eta: 1 day, 6:13:09, time: 0.978, data_time: 0.166, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.0981, loss: 2.0981, grad_norm: 6.0578 2020-09-13 02:03:59,045 - mmaction - INFO - Epoch [15][240/2640] lr: 1.000e-02, eta: 1 day, 6:12:38, time: 0.991, data_time: 0.094, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7484, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.2734 2020-09-13 02:04:19,760 - mmaction - INFO - Epoch [15][260/2640] lr: 1.000e-02, eta: 1 day, 6:12:10, time: 1.037, data_time: 0.185, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.0511, loss: 2.0511, grad_norm: 6.0645 2020-09-13 02:04:38,987 - mmaction - INFO - Epoch [15][280/2640] lr: 1.000e-02, eta: 1 day, 6:11:37, time: 0.960, data_time: 0.383, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.1271, loss: 2.1271, grad_norm: 6.0157 2020-09-13 02:04:58,290 - mmaction - INFO - Epoch [15][300/2640] lr: 1.000e-02, eta: 1 day, 6:11:05, time: 0.963, data_time: 0.362, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.1310, loss: 2.1310, grad_norm: 6.0861 2020-09-13 02:05:17,822 - mmaction - INFO - Epoch [15][320/2640] lr: 1.000e-02, eta: 1 day, 6:10:34, time: 0.979, data_time: 0.383, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7422, loss_cls: 2.1711, loss: 2.1711, grad_norm: 6.1042 2020-09-13 02:05:37,337 - mmaction - INFO - Epoch [15][340/2640] lr: 1.000e-02, eta: 1 day, 6:10:02, time: 0.976, data_time: 0.374, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7398, loss_cls: 2.2122, loss: 2.2122, grad_norm: 6.0230 2020-09-13 02:05:57,675 - mmaction - INFO - Epoch [15][360/2640] lr: 1.000e-02, eta: 1 day, 6:09:32, time: 1.015, data_time: 0.394, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2021, loss: 2.2021, grad_norm: 6.0626 2020-09-13 02:06:17,139 - mmaction - INFO - Epoch [15][380/2640] lr: 1.000e-02, eta: 1 day, 6:09:01, time: 0.975, data_time: 0.044, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7562, loss_cls: 2.0364, loss: 2.0364, grad_norm: 6.0896 2020-09-13 02:06:35,998 - mmaction - INFO - Epoch [15][400/2640] lr: 1.000e-02, eta: 1 day, 6:08:27, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7586, loss_cls: 2.1140, loss: 2.1140, grad_norm: 6.2076 2020-09-13 02:06:55,119 - mmaction - INFO - Epoch [15][420/2640] lr: 1.000e-02, eta: 1 day, 6:07:55, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.2743, loss: 2.2743, grad_norm: 6.2123 2020-09-13 02:07:15,354 - mmaction - INFO - Epoch [15][440/2640] lr: 1.000e-02, eta: 1 day, 6:07:25, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7133, loss_cls: 2.2209, loss: 2.2209, grad_norm: 6.3362 2020-09-13 02:07:34,473 - mmaction - INFO - Epoch [15][460/2640] lr: 1.000e-02, eta: 1 day, 6:06:53, time: 0.956, data_time: 0.003, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7328, loss_cls: 2.2306, loss: 2.2306, grad_norm: 5.9890 2020-09-13 02:07:53,824 - mmaction - INFO - Epoch [15][480/2640] lr: 1.000e-02, eta: 1 day, 6:06:20, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.8497 2020-09-13 02:08:12,998 - mmaction - INFO - Epoch [15][500/2640] lr: 1.000e-02, eta: 1 day, 6:05:48, time: 0.963, data_time: 0.085, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7562, loss_cls: 2.0768, loss: 2.0768, grad_norm: 6.2647 2020-09-13 02:08:33,122 - mmaction - INFO - Epoch [15][520/2640] lr: 1.000e-02, eta: 1 day, 6:05:18, time: 1.001, data_time: 0.122, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7383, loss_cls: 2.1880, loss: 2.1880, grad_norm: 6.0851 2020-09-13 02:08:51,693 - mmaction - INFO - Epoch [15][540/2640] lr: 1.000e-02, eta: 1 day, 6:04:45, time: 0.934, data_time: 0.219, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.9518 2020-09-13 02:09:11,150 - mmaction - INFO - Epoch [15][560/2640] lr: 1.000e-02, eta: 1 day, 6:04:12, time: 0.965, data_time: 0.006, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.9757 2020-09-13 02:09:30,693 - mmaction - INFO - Epoch [15][580/2640] lr: 1.000e-02, eta: 1 day, 6:03:41, time: 0.985, data_time: 0.010, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.0953, loss: 2.0953, grad_norm: 6.1575 2020-09-13 02:09:49,442 - mmaction - INFO - Epoch [15][600/2640] lr: 1.000e-02, eta: 1 day, 6:03:08, time: 0.933, data_time: 0.006, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7336, loss_cls: 2.1910, loss: 2.1910, grad_norm: 6.0409 2020-09-13 02:10:08,879 - mmaction - INFO - Epoch [15][620/2640] lr: 1.000e-02, eta: 1 day, 6:02:36, time: 0.974, data_time: 0.021, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7555, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.9002 2020-09-13 02:10:28,703 - mmaction - INFO - Epoch [15][640/2640] lr: 1.000e-02, eta: 1 day, 6:02:06, time: 0.993, data_time: 0.048, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7555, loss_cls: 2.0927, loss: 2.0927, grad_norm: 6.1231 2020-09-13 02:10:48,538 - mmaction - INFO - Epoch [15][660/2640] lr: 1.000e-02, eta: 1 day, 6:01:35, time: 0.991, data_time: 0.207, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7516, loss_cls: 2.0900, loss: 2.0900, grad_norm: 6.0708 2020-09-13 02:11:09,334 - mmaction - INFO - Epoch [15][680/2640] lr: 1.000e-02, eta: 1 day, 6:01:07, time: 1.041, data_time: 0.004, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7516, loss_cls: 2.1801, loss: 2.1801, grad_norm: 6.1477 2020-09-13 02:11:28,009 - mmaction - INFO - Epoch [15][700/2640] lr: 1.000e-02, eta: 1 day, 6:00:33, time: 0.929, data_time: 0.006, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7562, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.9400 2020-09-13 02:11:48,693 - mmaction - INFO - Epoch [15][720/2640] lr: 1.000e-02, eta: 1 day, 6:00:05, time: 1.038, data_time: 0.007, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7656, loss_cls: 2.0937, loss: 2.0937, grad_norm: 6.3050 2020-09-13 02:12:07,740 - mmaction - INFO - Epoch [15][740/2640] lr: 1.000e-02, eta: 1 day, 5:59:32, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2096, loss: 2.2096, grad_norm: 6.3212 2020-09-13 02:12:27,131 - mmaction - INFO - Epoch [15][760/2640] lr: 1.000e-02, eta: 1 day, 5:59:01, time: 0.972, data_time: 0.007, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7500, loss_cls: 2.2138, loss: 2.2138, grad_norm: 6.3920 2020-09-13 02:12:47,359 - mmaction - INFO - Epoch [15][780/2640] lr: 1.000e-02, eta: 1 day, 5:58:31, time: 1.010, data_time: 0.007, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7336, loss_cls: 2.1752, loss: 2.1752, grad_norm: 6.1079 2020-09-13 02:13:05,876 - mmaction - INFO - Epoch [15][800/2640] lr: 1.000e-02, eta: 1 day, 5:57:57, time: 0.929, data_time: 0.008, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7523, loss_cls: 2.0950, loss: 2.0950, grad_norm: 6.2268 2020-09-13 02:13:26,934 - mmaction - INFO - Epoch [15][820/2640] lr: 1.000e-02, eta: 1 day, 5:57:30, time: 1.050, data_time: 0.176, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1457, loss: 2.1457, grad_norm: 6.3199 2020-09-13 02:13:46,346 - mmaction - INFO - Epoch [15][840/2640] lr: 1.000e-02, eta: 1 day, 5:56:58, time: 0.973, data_time: 0.326, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.1975, loss: 2.1975, grad_norm: 6.3868 2020-09-13 02:14:06,667 - mmaction - INFO - Epoch [15][860/2640] lr: 1.000e-02, eta: 1 day, 5:56:29, time: 1.014, data_time: 0.163, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7422, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.9680 2020-09-13 02:14:25,879 - mmaction - INFO - Epoch [15][880/2640] lr: 1.000e-02, eta: 1 day, 5:55:57, time: 0.963, data_time: 0.004, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7391, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.9340 2020-09-13 02:14:45,679 - mmaction - INFO - Epoch [15][900/2640] lr: 1.000e-02, eta: 1 day, 5:55:26, time: 0.990, data_time: 0.184, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7375, loss_cls: 2.1914, loss: 2.1914, grad_norm: 6.1415 2020-09-13 02:15:05,374 - mmaction - INFO - Epoch [15][920/2640] lr: 1.000e-02, eta: 1 day, 5:54:56, time: 0.986, data_time: 0.388, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2179, loss: 2.2179, grad_norm: 6.1359 2020-09-13 02:15:24,415 - mmaction - INFO - Epoch [15][940/2640] lr: 1.000e-02, eta: 1 day, 5:54:23, time: 0.952, data_time: 0.265, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7438, loss_cls: 2.1668, loss: 2.1668, grad_norm: 6.1348 2020-09-13 02:15:43,036 - mmaction - INFO - Epoch [15][960/2640] lr: 1.000e-02, eta: 1 day, 5:53:50, time: 0.931, data_time: 0.333, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.1918, loss: 2.1918, grad_norm: 6.1984 2020-09-13 02:16:01,661 - mmaction - INFO - Epoch [15][980/2640] lr: 1.000e-02, eta: 1 day, 5:53:16, time: 0.926, data_time: 0.197, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7422, loss_cls: 2.1878, loss: 2.1878, grad_norm: 6.0961 2020-09-13 02:16:21,229 - mmaction - INFO - Epoch [15][1000/2640] lr: 1.000e-02, eta: 1 day, 5:52:45, time: 0.983, data_time: 0.010, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7484, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.9123 2020-09-13 02:16:40,612 - mmaction - INFO - Epoch [15][1020/2640] lr: 1.000e-02, eta: 1 day, 5:52:14, time: 0.968, data_time: 0.012, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1945, loss: 2.1945, grad_norm: 6.1894 2020-09-13 02:17:01,400 - mmaction - INFO - Epoch [15][1040/2640] lr: 1.000e-02, eta: 1 day, 5:51:46, time: 1.042, data_time: 0.134, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.2197, loss: 2.2197, grad_norm: 6.2535 2020-09-13 02:17:21,088 - mmaction - INFO - Epoch [15][1060/2640] lr: 1.000e-02, eta: 1 day, 5:51:15, time: 0.980, data_time: 0.259, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.1668, loss: 2.1668, grad_norm: 6.0465 2020-09-13 02:17:40,861 - mmaction - INFO - Epoch [15][1080/2640] lr: 1.000e-02, eta: 1 day, 5:50:44, time: 0.992, data_time: 0.277, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7242, loss_cls: 2.2570, loss: 2.2570, grad_norm: 6.3356 2020-09-13 02:18:00,626 - mmaction - INFO - Epoch [15][1100/2640] lr: 1.000e-02, eta: 1 day, 5:50:14, time: 0.985, data_time: 0.200, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.9559 2020-09-13 02:18:20,117 - mmaction - INFO - Epoch [15][1120/2640] lr: 1.000e-02, eta: 1 day, 5:49:43, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7367, loss_cls: 2.1922, loss: 2.1922, grad_norm: 6.1910 2020-09-13 02:18:39,171 - mmaction - INFO - Epoch [15][1140/2640] lr: 1.000e-02, eta: 1 day, 5:49:10, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.2562, loss: 2.2562, grad_norm: 5.9855 2020-09-13 02:18:58,052 - mmaction - INFO - Epoch [15][1160/2640] lr: 1.000e-02, eta: 1 day, 5:48:38, time: 0.950, data_time: 0.009, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1393, loss: 2.1393, grad_norm: 6.1012 2020-09-13 02:19:18,814 - mmaction - INFO - Epoch [15][1180/2640] lr: 1.000e-02, eta: 1 day, 5:48:09, time: 1.033, data_time: 0.007, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2106, loss: 2.2106, grad_norm: 6.7232 2020-09-13 02:19:38,072 - mmaction - INFO - Epoch [15][1200/2640] lr: 1.000e-02, eta: 1 day, 5:47:38, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.1395, loss: 2.1395, grad_norm: 6.3395 2020-09-13 02:19:56,977 - mmaction - INFO - Epoch [15][1220/2640] lr: 1.000e-02, eta: 1 day, 5:47:05, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7617, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.9763 2020-09-13 02:20:15,969 - mmaction - INFO - Epoch [15][1240/2640] lr: 1.000e-02, eta: 1 day, 5:46:33, time: 0.950, data_time: 0.005, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7352, loss_cls: 2.1842, loss: 2.1842, grad_norm: 6.0726 2020-09-13 02:20:36,116 - mmaction - INFO - Epoch [15][1260/2640] lr: 1.000e-02, eta: 1 day, 5:46:03, time: 1.003, data_time: 0.030, memory: 7069, top1_acc: 0.4578, top5_acc: 0.7336, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.8903 2020-09-13 02:20:55,922 - mmaction - INFO - Epoch [15][1280/2640] lr: 1.000e-02, eta: 1 day, 5:45:33, time: 0.995, data_time: 0.008, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7383, loss_cls: 2.1750, loss: 2.1750, grad_norm: 6.0839 2020-09-13 02:21:15,653 - mmaction - INFO - Epoch [15][1300/2640] lr: 1.000e-02, eta: 1 day, 5:45:02, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.1673, loss: 2.1673, grad_norm: 6.1280 2020-09-13 02:21:35,106 - mmaction - INFO - Epoch [15][1320/2640] lr: 1.000e-02, eta: 1 day, 5:44:32, time: 0.978, data_time: 0.009, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7461, loss_cls: 2.1733, loss: 2.1733, grad_norm: 6.1018 2020-09-13 02:21:54,211 - mmaction - INFO - Epoch [15][1340/2640] lr: 1.000e-02, eta: 1 day, 5:43:59, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2009, loss: 2.2009, grad_norm: 6.0796 2020-09-13 02:22:13,789 - mmaction - INFO - Epoch [15][1360/2640] lr: 1.000e-02, eta: 1 day, 5:43:29, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7617, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.9619 2020-09-13 02:22:32,955 - mmaction - INFO - Epoch [15][1380/2640] lr: 1.000e-02, eta: 1 day, 5:42:57, time: 0.956, data_time: 0.177, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2277, loss: 2.2277, grad_norm: 6.1347 2020-09-13 02:22:53,304 - mmaction - INFO - Epoch [15][1400/2640] lr: 1.000e-02, eta: 1 day, 5:42:28, time: 1.019, data_time: 0.266, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.9167 2020-09-13 02:23:12,092 - mmaction - INFO - Epoch [15][1420/2640] lr: 1.000e-02, eta: 1 day, 5:41:55, time: 0.941, data_time: 0.031, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7812, loss_cls: 2.0398, loss: 2.0398, grad_norm: 6.0991 2020-09-13 02:23:32,731 - mmaction - INFO - Epoch [15][1440/2640] lr: 1.000e-02, eta: 1 day, 5:41:27, time: 1.029, data_time: 0.083, memory: 7069, top1_acc: 0.4430, top5_acc: 0.7203, loss_cls: 2.2692, loss: 2.2692, grad_norm: 6.3473 2020-09-13 02:23:53,145 - mmaction - INFO - Epoch [15][1460/2640] lr: 1.000e-02, eta: 1 day, 5:40:58, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7633, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.9907 2020-09-13 02:24:12,984 - mmaction - INFO - Epoch [15][1480/2640] lr: 1.000e-02, eta: 1 day, 5:40:28, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7469, loss_cls: 2.1339, loss: 2.1339, grad_norm: 6.1209 2020-09-13 02:24:31,362 - mmaction - INFO - Epoch [15][1500/2640] lr: 1.000e-02, eta: 1 day, 5:39:54, time: 0.919, data_time: 0.003, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.2397, loss: 2.2397, grad_norm: 6.6875 2020-09-13 02:24:50,068 - mmaction - INFO - Epoch [15][1520/2640] lr: 1.000e-02, eta: 1 day, 5:39:21, time: 0.930, data_time: 0.024, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7234, loss_cls: 2.2650, loss: 2.2650, grad_norm: 6.2309 2020-09-13 02:25:09,973 - mmaction - INFO - Epoch [15][1540/2640] lr: 1.000e-02, eta: 1 day, 5:38:52, time: 1.001, data_time: 0.008, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.9029 2020-09-13 02:25:29,686 - mmaction - INFO - Epoch [15][1560/2640] lr: 1.000e-02, eta: 1 day, 5:38:21, time: 0.985, data_time: 0.002, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7422, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.9024 2020-09-13 02:25:48,925 - mmaction - INFO - Epoch [15][1580/2640] lr: 1.000e-02, eta: 1 day, 5:37:50, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7320, loss_cls: 2.2121, loss: 2.2121, grad_norm: 5.9943 2020-09-13 02:26:07,453 - mmaction - INFO - Epoch [15][1600/2640] lr: 1.000e-02, eta: 1 day, 5:37:16, time: 0.928, data_time: 0.006, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.9005 2020-09-13 02:26:26,644 - mmaction - INFO - Epoch [15][1620/2640] lr: 1.000e-02, eta: 1 day, 5:36:44, time: 0.953, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7352, loss_cls: 2.1805, loss: 2.1805, grad_norm: 6.0852 2020-09-13 02:26:46,893 - mmaction - INFO - Epoch [15][1640/2640] lr: 1.000e-02, eta: 1 day, 5:36:16, time: 1.017, data_time: 0.009, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7383, loss_cls: 2.1581, loss: 2.1581, grad_norm: 6.1564 2020-09-13 02:27:07,717 - mmaction - INFO - Epoch [15][1660/2640] lr: 1.000e-02, eta: 1 day, 5:35:48, time: 1.041, data_time: 0.009, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7383, loss_cls: 2.1867, loss: 2.1867, grad_norm: 6.3326 2020-09-13 02:27:25,365 - mmaction - INFO - Epoch [15][1680/2640] lr: 1.000e-02, eta: 1 day, 5:35:13, time: 0.885, data_time: 0.008, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7328, loss_cls: 2.2531, loss: 2.2531, grad_norm: 6.2726 2020-09-13 02:27:46,428 - mmaction - INFO - Epoch [15][1700/2640] lr: 1.000e-02, eta: 1 day, 5:34:46, time: 1.050, data_time: 0.006, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7461, loss_cls: 2.1568, loss: 2.1568, grad_norm: 6.0745 2020-09-13 02:28:04,419 - mmaction - INFO - Epoch [15][1720/2640] lr: 1.000e-02, eta: 1 day, 5:34:11, time: 0.902, data_time: 0.012, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.8277 2020-09-13 02:28:23,797 - mmaction - INFO - Epoch [15][1740/2640] lr: 1.000e-02, eta: 1 day, 5:33:40, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1506, loss: 2.1506, grad_norm: 6.0684 2020-09-13 02:28:43,809 - mmaction - INFO - Epoch [15][1760/2640] lr: 1.000e-02, eta: 1 day, 5:33:11, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.8851 2020-09-13 02:29:02,704 - mmaction - INFO - Epoch [15][1780/2640] lr: 1.000e-02, eta: 1 day, 5:32:38, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7414, loss_cls: 2.1518, loss: 2.1518, grad_norm: 5.8282 2020-09-13 02:29:21,634 - mmaction - INFO - Epoch [15][1800/2640] lr: 1.000e-02, eta: 1 day, 5:32:06, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7617, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.9920 2020-09-13 02:29:40,928 - mmaction - INFO - Epoch [15][1820/2640] lr: 1.000e-02, eta: 1 day, 5:31:35, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7383, loss_cls: 2.1709, loss: 2.1709, grad_norm: 6.1409 2020-09-13 02:30:00,305 - mmaction - INFO - Epoch [15][1840/2640] lr: 1.000e-02, eta: 1 day, 5:31:04, time: 0.974, data_time: 0.010, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7477, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.8358 2020-09-13 02:30:19,761 - mmaction - INFO - Epoch [15][1860/2640] lr: 1.000e-02, eta: 1 day, 5:30:33, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.0940, loss: 2.0940, grad_norm: 6.1162 2020-09-13 02:30:39,268 - mmaction - INFO - Epoch [15][1880/2640] lr: 1.000e-02, eta: 1 day, 5:30:02, time: 0.980, data_time: 0.010, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7547, loss_cls: 2.0496, loss: 2.0496, grad_norm: 6.0515 2020-09-13 02:30:59,361 - mmaction - INFO - Epoch [15][1900/2640] lr: 1.000e-02, eta: 1 day, 5:29:33, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7266, loss_cls: 2.2181, loss: 2.2181, grad_norm: 6.2693 2020-09-13 02:31:19,121 - mmaction - INFO - Epoch [15][1920/2640] lr: 1.000e-02, eta: 1 day, 5:29:03, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7547, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.8887 2020-09-13 02:31:37,582 - mmaction - INFO - Epoch [15][1940/2640] lr: 1.000e-02, eta: 1 day, 5:28:30, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1353, loss: 2.1353, grad_norm: 6.0895 2020-09-13 02:31:58,153 - mmaction - INFO - Epoch [15][1960/2640] lr: 1.000e-02, eta: 1 day, 5:28:02, time: 1.035, data_time: 0.009, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2273, loss: 2.2273, grad_norm: 6.2133 2020-09-13 02:32:17,864 - mmaction - INFO - Epoch [15][1980/2640] lr: 1.000e-02, eta: 1 day, 5:27:32, time: 0.985, data_time: 0.058, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.2672, loss: 2.2672, grad_norm: 6.0653 2020-09-13 02:32:38,409 - mmaction - INFO - Epoch [15][2000/2640] lr: 1.000e-02, eta: 1 day, 5:27:03, time: 1.024, data_time: 0.143, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7320, loss_cls: 2.1708, loss: 2.1708, grad_norm: 6.0129 2020-09-13 02:32:57,716 - mmaction - INFO - Epoch [15][2020/2640] lr: 1.000e-02, eta: 1 day, 5:26:32, time: 0.970, data_time: 0.207, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7461, loss_cls: 2.1529, loss: 2.1529, grad_norm: 6.1205 2020-09-13 02:33:15,997 - mmaction - INFO - Epoch [15][2040/2640] lr: 1.000e-02, eta: 1 day, 5:25:59, time: 0.911, data_time: 0.078, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1603, loss: 2.1603, grad_norm: 6.0112 2020-09-13 02:33:35,779 - mmaction - INFO - Epoch [15][2060/2640] lr: 1.000e-02, eta: 1 day, 5:25:29, time: 0.991, data_time: 0.067, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7570, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.2195 2020-09-13 02:33:54,986 - mmaction - INFO - Epoch [15][2080/2640] lr: 1.000e-02, eta: 1 day, 5:24:57, time: 0.959, data_time: 0.074, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7328, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.1019 2020-09-13 02:34:14,507 - mmaction - INFO - Epoch [15][2100/2640] lr: 1.000e-02, eta: 1 day, 5:24:27, time: 0.979, data_time: 0.169, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7445, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.7078 2020-09-13 02:34:33,536 - mmaction - INFO - Epoch [15][2120/2640] lr: 1.000e-02, eta: 1 day, 5:23:55, time: 0.951, data_time: 0.016, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7391, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.9309 2020-09-13 02:34:53,304 - mmaction - INFO - Epoch [15][2140/2640] lr: 1.000e-02, eta: 1 day, 5:23:25, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.2698, loss: 2.2698, grad_norm: 6.1228 2020-09-13 02:35:11,762 - mmaction - INFO - Epoch [15][2160/2640] lr: 1.000e-02, eta: 1 day, 5:22:52, time: 0.919, data_time: 0.008, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7414, loss_cls: 2.1844, loss: 2.1844, grad_norm: 6.0864 2020-09-13 02:35:31,109 - mmaction - INFO - Epoch [15][2180/2640] lr: 1.000e-02, eta: 1 day, 5:22:21, time: 0.971, data_time: 0.009, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7594, loss_cls: 2.0400, loss: 2.0400, grad_norm: 6.0652 2020-09-13 02:35:50,700 - mmaction - INFO - Epoch [15][2200/2640] lr: 1.000e-02, eta: 1 day, 5:21:51, time: 0.977, data_time: 0.172, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2177, loss: 2.2177, grad_norm: 6.2792 2020-09-13 02:36:11,804 - mmaction - INFO - Epoch [15][2220/2640] lr: 1.000e-02, eta: 1 day, 5:21:24, time: 1.058, data_time: 0.418, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7523, loss_cls: 2.1548, loss: 2.1548, grad_norm: 6.2951 2020-09-13 02:36:31,661 - mmaction - INFO - Epoch [15][2240/2640] lr: 1.000e-02, eta: 1 day, 5:20:55, time: 0.993, data_time: 0.396, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.1433, loss: 2.1433, grad_norm: 6.0819 2020-09-13 02:36:51,835 - mmaction - INFO - Epoch [15][2260/2640] lr: 1.000e-02, eta: 1 day, 5:20:26, time: 1.008, data_time: 0.417, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.1583, loss: 2.1583, grad_norm: 6.0439 2020-09-13 02:37:11,700 - mmaction - INFO - Epoch [15][2280/2640] lr: 1.000e-02, eta: 1 day, 5:19:56, time: 0.988, data_time: 0.394, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.8802 2020-09-13 02:37:32,728 - mmaction - INFO - Epoch [15][2300/2640] lr: 1.000e-02, eta: 1 day, 5:19:29, time: 1.058, data_time: 0.467, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7438, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.9888 2020-09-13 02:37:52,804 - mmaction - INFO - Epoch [15][2320/2640] lr: 1.000e-02, eta: 1 day, 5:19:00, time: 1.003, data_time: 0.411, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2508, loss: 2.2508, grad_norm: 6.0856 2020-09-13 02:38:09,444 - mmaction - INFO - Epoch [15][2340/2640] lr: 1.000e-02, eta: 1 day, 5:18:23, time: 0.832, data_time: 0.241, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.9296 2020-09-13 02:38:28,727 - mmaction - INFO - Epoch [15][2360/2640] lr: 1.000e-02, eta: 1 day, 5:17:52, time: 0.958, data_time: 0.250, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.8902 2020-09-13 02:38:48,447 - mmaction - INFO - Epoch [15][2380/2640] lr: 1.000e-02, eta: 1 day, 5:17:22, time: 0.992, data_time: 0.192, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7445, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.9942 2020-09-13 02:39:07,857 - mmaction - INFO - Epoch [15][2400/2640] lr: 1.000e-02, eta: 1 day, 5:16:51, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0844, loss: 2.0844, grad_norm: 5.9803 2020-09-13 02:39:26,833 - mmaction - INFO - Epoch [15][2420/2640] lr: 1.000e-02, eta: 1 day, 5:16:20, time: 0.952, data_time: 0.053, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1310, loss: 2.1310, grad_norm: 6.0929 2020-09-13 02:39:46,671 - mmaction - INFO - Epoch [15][2440/2640] lr: 1.000e-02, eta: 1 day, 5:15:50, time: 0.992, data_time: 0.088, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7461, loss_cls: 2.1786, loss: 2.1786, grad_norm: 6.1452 2020-09-13 02:40:07,121 - mmaction - INFO - Epoch [15][2460/2640] lr: 1.000e-02, eta: 1 day, 5:15:22, time: 1.023, data_time: 0.026, memory: 7069, top1_acc: 0.4453, top5_acc: 0.7203, loss_cls: 2.2692, loss: 2.2692, grad_norm: 6.1814 2020-09-13 02:40:24,297 - mmaction - INFO - Epoch [15][2480/2640] lr: 1.000e-02, eta: 1 day, 5:14:46, time: 0.859, data_time: 0.098, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7586, loss_cls: 2.0887, loss: 2.0887, grad_norm: 6.0215 2020-09-13 02:40:45,207 - mmaction - INFO - Epoch [15][2500/2640] lr: 1.000e-02, eta: 1 day, 5:14:19, time: 1.040, data_time: 0.311, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7492, loss_cls: 2.1378, loss: 2.1378, grad_norm: 6.2444 2020-09-13 02:41:06,303 - mmaction - INFO - Epoch [15][2520/2640] lr: 1.000e-02, eta: 1 day, 5:13:52, time: 1.059, data_time: 0.064, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7516, loss_cls: 2.0877, loss: 2.0877, grad_norm: 6.0511 2020-09-13 02:41:25,229 - mmaction - INFO - Epoch [15][2540/2640] lr: 1.000e-02, eta: 1 day, 5:13:21, time: 0.947, data_time: 0.003, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.1897, loss: 2.1897, grad_norm: 6.1259 2020-09-13 02:41:44,224 - mmaction - INFO - Epoch [15][2560/2640] lr: 1.000e-02, eta: 1 day, 5:12:49, time: 0.946, data_time: 0.005, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.0929, loss: 2.0929, grad_norm: 6.0662 2020-09-13 02:42:03,458 - mmaction - INFO - Epoch [15][2580/2640] lr: 1.000e-02, eta: 1 day, 5:12:18, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7453, loss_cls: 2.1815, loss: 2.1815, grad_norm: 6.1048 2020-09-13 02:42:22,968 - mmaction - INFO - Epoch [15][2600/2640] lr: 1.000e-02, eta: 1 day, 5:11:48, time: 0.971, data_time: 0.041, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7602, loss_cls: 2.1031, loss: 2.1031, grad_norm: 6.0111 2020-09-13 02:42:43,579 - mmaction - INFO - Epoch [15][2620/2640] lr: 1.000e-02, eta: 1 day, 5:11:20, time: 1.034, data_time: 0.172, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1476, loss: 2.1476, grad_norm: 6.1820 2020-09-13 02:42:59,942 - mmaction - INFO - Epoch [15][2640/2640] lr: 1.000e-02, eta: 1 day, 5:10:43, time: 0.818, data_time: 0.225, memory: 7069, top1_acc: 0.4653, top5_acc: 0.7387, loss_cls: 2.2123, loss: 2.2123, grad_norm: 6.0203 2020-09-13 02:43:21,457 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-09-13 02:50:30,686 - mmaction - INFO - Epoch [16][20/2640] lr: 1.000e-02, eta: 1 day, 5:26:04, time: 21.375, data_time: 20.260, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7461, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.2732 2020-09-13 02:50:50,667 - mmaction - INFO - Epoch [16][40/2640] lr: 1.000e-02, eta: 1 day, 5:25:34, time: 1.004, data_time: 0.037, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7523, loss_cls: 2.1355, loss: 2.1355, grad_norm: 6.0625 2020-09-13 02:51:10,684 - mmaction - INFO - Epoch [16][60/2640] lr: 1.000e-02, eta: 1 day, 5:25:04, time: 1.005, data_time: 0.044, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7656, loss_cls: 2.1092, loss: 2.1092, grad_norm: 6.1636 2020-09-13 02:51:30,690 - mmaction - INFO - Epoch [16][80/2640] lr: 1.000e-02, eta: 1 day, 5:24:35, time: 0.999, data_time: 0.003, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.2376 2020-09-13 02:51:49,234 - mmaction - INFO - Epoch [16][100/2640] lr: 1.000e-02, eta: 1 day, 5:24:01, time: 0.925, data_time: 0.007, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7602, loss_cls: 2.0795, loss: 2.0795, grad_norm: 6.1748 2020-09-13 02:52:09,648 - mmaction - INFO - Epoch [16][120/2640] lr: 1.000e-02, eta: 1 day, 5:23:33, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.1632, loss: 2.1632, grad_norm: 6.0367 2020-09-13 02:52:28,355 - mmaction - INFO - Epoch [16][140/2640] lr: 1.000e-02, eta: 1 day, 5:23:00, time: 0.933, data_time: 0.007, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0020, loss: 2.0020, grad_norm: 6.0932 2020-09-13 02:52:48,311 - mmaction - INFO - Epoch [16][160/2640] lr: 1.000e-02, eta: 1 day, 5:22:30, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7211, loss_cls: 2.2168, loss: 2.2168, grad_norm: 6.4573 2020-09-13 02:53:08,711 - mmaction - INFO - Epoch [16][180/2640] lr: 1.000e-02, eta: 1 day, 5:22:01, time: 1.019, data_time: 0.002, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7602, loss_cls: 2.0757, loss: 2.0757, grad_norm: 6.2843 2020-09-13 02:53:28,316 - mmaction - INFO - Epoch [16][200/2640] lr: 1.000e-02, eta: 1 day, 5:21:30, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7523, loss_cls: 2.1422, loss: 2.1422, grad_norm: 6.1905 2020-09-13 02:53:46,530 - mmaction - INFO - Epoch [16][220/2640] lr: 1.000e-02, eta: 1 day, 5:20:57, time: 0.916, data_time: 0.009, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.9792 2020-09-13 02:54:06,978 - mmaction - INFO - Epoch [16][240/2640] lr: 1.000e-02, eta: 1 day, 5:20:28, time: 1.017, data_time: 0.007, memory: 7069, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0268, loss: 2.0268, grad_norm: 6.0639 2020-09-13 02:54:25,641 - mmaction - INFO - Epoch [16][260/2640] lr: 1.000e-02, eta: 1 day, 5:19:55, time: 0.939, data_time: 0.009, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7664, loss_cls: 2.0836, loss: 2.0836, grad_norm: 6.2824 2020-09-13 02:54:45,839 - mmaction - INFO - Epoch [16][280/2640] lr: 1.000e-02, eta: 1 day, 5:19:26, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7383, loss_cls: 2.1869, loss: 2.1869, grad_norm: 6.4792 2020-09-13 02:55:05,048 - mmaction - INFO - Epoch [16][300/2640] lr: 1.000e-02, eta: 1 day, 5:18:55, time: 0.967, data_time: 0.009, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.0938, loss: 2.0938, grad_norm: 6.0363 2020-09-13 02:55:23,833 - mmaction - INFO - Epoch [16][320/2640] lr: 1.000e-02, eta: 1 day, 5:18:22, time: 0.939, data_time: 0.002, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1086, loss: 2.1086, grad_norm: 6.3454 2020-09-13 02:55:42,189 - mmaction - INFO - Epoch [16][340/2640] lr: 1.000e-02, eta: 1 day, 5:17:49, time: 0.912, data_time: 0.006, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7641, loss_cls: 2.0193, loss: 2.0193, grad_norm: 6.0258 2020-09-13 02:56:02,012 - mmaction - INFO - Epoch [16][360/2640] lr: 1.000e-02, eta: 1 day, 5:17:19, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7617, loss_cls: 2.0225, loss: 2.0225, grad_norm: 6.2013 2020-09-13 02:56:21,559 - mmaction - INFO - Epoch [16][380/2640] lr: 1.000e-02, eta: 1 day, 5:16:48, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.1898, loss: 2.1898, grad_norm: 6.1548 2020-09-13 02:56:41,055 - mmaction - INFO - Epoch [16][400/2640] lr: 1.000e-02, eta: 1 day, 5:16:17, time: 0.981, data_time: 0.009, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7367, loss_cls: 2.1761, loss: 2.1761, grad_norm: 6.2030 2020-09-13 02:56:59,590 - mmaction - INFO - Epoch [16][420/2640] lr: 1.000e-02, eta: 1 day, 5:15:44, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7477, loss_cls: 2.1627, loss: 2.1627, grad_norm: 6.1993 2020-09-13 02:57:19,929 - mmaction - INFO - Epoch [16][440/2640] lr: 1.000e-02, eta: 1 day, 5:15:16, time: 1.022, data_time: 0.016, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1650, loss: 2.1650, grad_norm: 6.1175 2020-09-13 02:57:39,581 - mmaction - INFO - Epoch [16][460/2640] lr: 1.000e-02, eta: 1 day, 5:14:45, time: 0.981, data_time: 0.005, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1005, loss: 2.1005, grad_norm: 6.0339 2020-09-13 02:58:00,262 - mmaction - INFO - Epoch [16][480/2640] lr: 1.000e-02, eta: 1 day, 5:14:17, time: 1.035, data_time: 0.004, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1290, loss: 2.1290, grad_norm: 6.0738 2020-09-13 02:58:18,343 - mmaction - INFO - Epoch [16][500/2640] lr: 1.000e-02, eta: 1 day, 5:13:43, time: 0.899, data_time: 0.007, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1213, loss: 2.1213, grad_norm: 6.0112 2020-09-13 02:58:37,875 - mmaction - INFO - Epoch [16][520/2640] lr: 1.000e-02, eta: 1 day, 5:13:13, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7648, loss_cls: 2.0420, loss: 2.0420, grad_norm: 6.0587 2020-09-13 02:58:57,487 - mmaction - INFO - Epoch [16][540/2640] lr: 1.000e-02, eta: 1 day, 5:12:42, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7586, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.8717 2020-09-13 02:59:17,004 - mmaction - INFO - Epoch [16][560/2640] lr: 1.000e-02, eta: 1 day, 5:12:12, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7602, loss_cls: 2.0810, loss: 2.0810, grad_norm: 6.3522 2020-09-13 02:59:37,526 - mmaction - INFO - Epoch [16][580/2640] lr: 1.000e-02, eta: 1 day, 5:11:43, time: 1.024, data_time: 0.055, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.2948 2020-09-13 02:59:56,712 - mmaction - INFO - Epoch [16][600/2640] lr: 1.000e-02, eta: 1 day, 5:11:12, time: 0.961, data_time: 0.067, memory: 7069, top1_acc: 0.4469, top5_acc: 0.7242, loss_cls: 2.2497, loss: 2.2497, grad_norm: 6.4835 2020-09-13 03:00:18,583 - mmaction - INFO - Epoch [16][620/2640] lr: 1.000e-02, eta: 1 day, 5:10:46, time: 1.075, data_time: 0.007, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1011, loss: 2.1011, grad_norm: 6.0461 2020-09-13 03:00:40,062 - mmaction - INFO - Epoch [16][640/2640] lr: 1.000e-02, eta: 1 day, 5:10:20, time: 1.081, data_time: 0.024, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.9211 2020-09-13 03:00:59,356 - mmaction - INFO - Epoch [16][660/2640] lr: 1.000e-02, eta: 1 day, 5:09:49, time: 0.970, data_time: 0.177, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1658, loss: 2.1658, grad_norm: 6.2431 2020-09-13 03:01:19,252 - mmaction - INFO - Epoch [16][680/2640] lr: 1.000e-02, eta: 1 day, 5:09:20, time: 1.001, data_time: 0.130, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7383, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.9924 2020-09-13 03:01:39,809 - mmaction - INFO - Epoch [16][700/2640] lr: 1.000e-02, eta: 1 day, 5:08:52, time: 1.025, data_time: 0.014, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.9241 2020-09-13 03:01:59,882 - mmaction - INFO - Epoch [16][720/2640] lr: 1.000e-02, eta: 1 day, 5:08:22, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7555, loss_cls: 2.1020, loss: 2.1020, grad_norm: 6.1124 2020-09-13 03:02:19,530 - mmaction - INFO - Epoch [16][740/2640] lr: 1.000e-02, eta: 1 day, 5:07:52, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1118, loss: 2.1118, grad_norm: 6.1392 2020-09-13 03:02:39,053 - mmaction - INFO - Epoch [16][760/2640] lr: 1.000e-02, eta: 1 day, 5:07:22, time: 0.977, data_time: 0.003, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7445, loss_cls: 2.1238, loss: 2.1238, grad_norm: 6.2940 2020-09-13 03:02:57,819 - mmaction - INFO - Epoch [16][780/2640] lr: 1.000e-02, eta: 1 day, 5:06:49, time: 0.933, data_time: 0.040, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1450, loss: 2.1450, grad_norm: 6.2602 2020-09-13 03:03:18,316 - mmaction - INFO - Epoch [16][800/2640] lr: 1.000e-02, eta: 1 day, 5:06:21, time: 1.031, data_time: 0.374, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7477, loss_cls: 2.1302, loss: 2.1302, grad_norm: 6.3139 2020-09-13 03:03:36,667 - mmaction - INFO - Epoch [16][820/2640] lr: 1.000e-02, eta: 1 day, 5:05:48, time: 0.916, data_time: 0.038, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7359, loss_cls: 2.1854, loss: 2.1854, grad_norm: 6.3548 2020-09-13 03:03:56,490 - mmaction - INFO - Epoch [16][840/2640] lr: 1.000e-02, eta: 1 day, 5:05:18, time: 0.992, data_time: 0.123, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7258, loss_cls: 2.2308, loss: 2.2308, grad_norm: 6.3035 2020-09-13 03:04:15,518 - mmaction - INFO - Epoch [16][860/2640] lr: 1.000e-02, eta: 1 day, 5:04:47, time: 0.951, data_time: 0.031, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7477, loss_cls: 2.1048, loss: 2.1048, grad_norm: 6.0442 2020-09-13 03:04:36,384 - mmaction - INFO - Epoch [16][880/2640] lr: 1.000e-02, eta: 1 day, 5:04:19, time: 1.043, data_time: 0.344, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7430, loss_cls: 2.1420, loss: 2.1420, grad_norm: 6.1301 2020-09-13 03:04:56,194 - mmaction - INFO - Epoch [16][900/2640] lr: 1.000e-02, eta: 1 day, 5:03:49, time: 0.986, data_time: 0.362, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.9601 2020-09-13 03:05:15,070 - mmaction - INFO - Epoch [16][920/2640] lr: 1.000e-02, eta: 1 day, 5:03:18, time: 0.949, data_time: 0.108, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1725, loss: 2.1725, grad_norm: 6.1508 2020-09-13 03:05:34,205 - mmaction - INFO - Epoch [16][940/2640] lr: 1.000e-02, eta: 1 day, 5:02:46, time: 0.951, data_time: 0.200, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.9110 2020-09-13 03:05:53,121 - mmaction - INFO - Epoch [16][960/2640] lr: 1.000e-02, eta: 1 day, 5:02:14, time: 0.950, data_time: 0.229, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.1127 2020-09-13 03:06:13,711 - mmaction - INFO - Epoch [16][980/2640] lr: 1.000e-02, eta: 1 day, 5:01:46, time: 1.025, data_time: 0.362, memory: 7069, top1_acc: 0.5062, top5_acc: 0.7648, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.9534 2020-09-13 03:06:33,709 - mmaction - INFO - Epoch [16][1000/2640] lr: 1.000e-02, eta: 1 day, 5:01:17, time: 1.005, data_time: 0.418, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.1582, loss: 2.1582, grad_norm: 6.0944 2020-09-13 03:06:52,682 - mmaction - INFO - Epoch [16][1020/2640] lr: 1.000e-02, eta: 1 day, 5:00:45, time: 0.942, data_time: 0.362, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.2499, loss: 2.2499, grad_norm: 6.2087 2020-09-13 03:07:13,153 - mmaction - INFO - Epoch [16][1040/2640] lr: 1.000e-02, eta: 1 day, 5:00:17, time: 1.030, data_time: 0.443, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.9545 2020-09-13 03:07:32,204 - mmaction - INFO - Epoch [16][1060/2640] lr: 1.000e-02, eta: 1 day, 4:59:46, time: 0.947, data_time: 0.360, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7547, loss_cls: 2.1186, loss: 2.1186, grad_norm: 6.1976 2020-09-13 03:07:49,944 - mmaction - INFO - Epoch [16][1080/2640] lr: 1.000e-02, eta: 1 day, 4:59:12, time: 0.892, data_time: 0.259, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.1689, loss: 2.1689, grad_norm: 6.1872 2020-09-13 03:08:10,714 - mmaction - INFO - Epoch [16][1100/2640] lr: 1.000e-02, eta: 1 day, 4:58:44, time: 1.032, data_time: 0.347, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7547, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.9828 2020-09-13 03:08:31,596 - mmaction - INFO - Epoch [16][1120/2640] lr: 1.000e-02, eta: 1 day, 4:58:17, time: 1.050, data_time: 0.187, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7727, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.9588 2020-09-13 03:08:50,114 - mmaction - INFO - Epoch [16][1140/2640] lr: 1.000e-02, eta: 1 day, 4:57:44, time: 0.927, data_time: 0.007, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1478, loss: 2.1478, grad_norm: 6.4885 2020-09-13 03:09:09,307 - mmaction - INFO - Epoch [16][1160/2640] lr: 1.000e-02, eta: 1 day, 4:57:13, time: 0.960, data_time: 0.195, memory: 7069, top1_acc: 0.4383, top5_acc: 0.7453, loss_cls: 2.2149, loss: 2.2149, grad_norm: 6.2303 2020-09-13 03:09:29,884 - mmaction - INFO - Epoch [16][1180/2640] lr: 1.000e-02, eta: 1 day, 4:56:45, time: 1.023, data_time: 0.190, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7414, loss_cls: 2.1777, loss: 2.1777, grad_norm: 6.0293 2020-09-13 03:09:48,689 - mmaction - INFO - Epoch [16][1200/2640] lr: 1.000e-02, eta: 1 day, 4:56:13, time: 0.946, data_time: 0.217, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7539, loss_cls: 2.0917, loss: 2.0917, grad_norm: 6.3516 2020-09-13 03:10:07,735 - mmaction - INFO - Epoch [16][1220/2640] lr: 1.000e-02, eta: 1 day, 4:55:42, time: 0.952, data_time: 0.237, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.1823, loss: 2.1823, grad_norm: 6.5143 2020-09-13 03:10:27,400 - mmaction - INFO - Epoch [16][1240/2640] lr: 1.000e-02, eta: 1 day, 4:55:12, time: 0.984, data_time: 0.012, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2075, loss: 2.2075, grad_norm: 6.2389 2020-09-13 03:10:47,012 - mmaction - INFO - Epoch [16][1260/2640] lr: 1.000e-02, eta: 1 day, 4:54:42, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.4516, top5_acc: 0.7180, loss_cls: 2.2510, loss: 2.2510, grad_norm: 6.2158 2020-09-13 03:11:06,734 - mmaction - INFO - Epoch [16][1280/2640] lr: 1.000e-02, eta: 1 day, 4:54:12, time: 0.990, data_time: 0.008, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2282, loss: 2.2282, grad_norm: 6.0364 2020-09-13 03:11:26,713 - mmaction - INFO - Epoch [16][1300/2640] lr: 1.000e-02, eta: 1 day, 4:53:43, time: 0.992, data_time: 0.005, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7219, loss_cls: 2.2355, loss: 2.2355, grad_norm: 6.2605 2020-09-13 03:11:45,848 - mmaction - INFO - Epoch [16][1320/2640] lr: 1.000e-02, eta: 1 day, 4:53:12, time: 0.962, data_time: 0.010, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7508, loss_cls: 2.0886, loss: 2.0886, grad_norm: 6.0295 2020-09-13 03:12:05,173 - mmaction - INFO - Epoch [16][1340/2640] lr: 1.000e-02, eta: 1 day, 4:52:41, time: 0.965, data_time: 0.016, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.8752 2020-09-13 03:12:24,551 - mmaction - INFO - Epoch [16][1360/2640] lr: 1.000e-02, eta: 1 day, 4:52:11, time: 0.972, data_time: 0.062, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.9714 2020-09-13 03:12:44,508 - mmaction - INFO - Epoch [16][1380/2640] lr: 1.000e-02, eta: 1 day, 4:51:41, time: 0.991, data_time: 0.077, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.1471, loss: 2.1471, grad_norm: 6.2135 2020-09-13 03:13:03,109 - mmaction - INFO - Epoch [16][1400/2640] lr: 1.000e-02, eta: 1 day, 4:51:09, time: 0.936, data_time: 0.009, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7547, loss_cls: 2.1368, loss: 2.1368, grad_norm: 6.2852 2020-09-13 03:13:21,701 - mmaction - INFO - Epoch [16][1420/2640] lr: 1.000e-02, eta: 1 day, 4:50:37, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7539, loss_cls: 2.1498, loss: 2.1498, grad_norm: 6.0714 2020-09-13 03:13:42,202 - mmaction - INFO - Epoch [16][1440/2640] lr: 1.000e-02, eta: 1 day, 4:50:09, time: 1.025, data_time: 0.202, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7453, loss_cls: 2.0651, loss: 2.0651, grad_norm: 6.3499 2020-09-13 03:14:01,837 - mmaction - INFO - Epoch [16][1460/2640] lr: 1.000e-02, eta: 1 day, 4:49:39, time: 0.978, data_time: 0.375, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7406, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.2804 2020-09-13 03:14:20,001 - mmaction - INFO - Epoch [16][1480/2640] lr: 1.000e-02, eta: 1 day, 4:49:06, time: 0.911, data_time: 0.189, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7492, loss_cls: 2.1096, loss: 2.1096, grad_norm: 6.0260 2020-09-13 03:14:39,412 - mmaction - INFO - Epoch [16][1500/2640] lr: 1.000e-02, eta: 1 day, 4:48:36, time: 0.973, data_time: 0.005, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.1398, loss: 2.1398, grad_norm: 6.1056 2020-09-13 03:14:59,362 - mmaction - INFO - Epoch [16][1520/2640] lr: 1.000e-02, eta: 1 day, 4:48:06, time: 0.993, data_time: 0.017, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7344, loss_cls: 2.1779, loss: 2.1779, grad_norm: 6.1549 2020-09-13 03:15:19,233 - mmaction - INFO - Epoch [16][1540/2640] lr: 1.000e-02, eta: 1 day, 4:47:37, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7422, loss_cls: 2.1315, loss: 2.1315, grad_norm: 6.1305 2020-09-13 03:15:37,513 - mmaction - INFO - Epoch [16][1560/2640] lr: 1.000e-02, eta: 1 day, 4:47:04, time: 0.911, data_time: 0.006, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.1834 2020-09-13 03:15:56,321 - mmaction - INFO - Epoch [16][1580/2640] lr: 1.000e-02, eta: 1 day, 4:46:33, time: 0.945, data_time: 0.008, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.0794, loss: 2.0794, grad_norm: 6.2432 2020-09-13 03:16:16,653 - mmaction - INFO - Epoch [16][1600/2640] lr: 1.000e-02, eta: 1 day, 4:46:04, time: 1.010, data_time: 0.045, memory: 7069, top1_acc: 0.4508, top5_acc: 0.7266, loss_cls: 2.2038, loss: 2.2038, grad_norm: 6.2784 2020-09-13 03:16:35,488 - mmaction - INFO - Epoch [16][1620/2640] lr: 1.000e-02, eta: 1 day, 4:45:33, time: 0.947, data_time: 0.008, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7195, loss_cls: 2.2844, loss: 2.2844, grad_norm: 6.2806 2020-09-13 03:16:56,023 - mmaction - INFO - Epoch [16][1640/2640] lr: 1.000e-02, eta: 1 day, 4:45:05, time: 1.022, data_time: 0.006, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7359, loss_cls: 2.2493, loss: 2.2493, grad_norm: 6.1995 2020-09-13 03:17:15,288 - mmaction - INFO - Epoch [16][1660/2640] lr: 1.000e-02, eta: 1 day, 4:44:35, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.1322, loss: 2.1322, grad_norm: 6.1084 2020-09-13 03:17:35,332 - mmaction - INFO - Epoch [16][1680/2640] lr: 1.000e-02, eta: 1 day, 4:44:06, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7508, loss_cls: 2.1254, loss: 2.1254, grad_norm: 6.2726 2020-09-13 03:17:56,119 - mmaction - INFO - Epoch [16][1700/2640] lr: 1.000e-02, eta: 1 day, 4:43:38, time: 1.041, data_time: 0.007, memory: 7069, top1_acc: 0.4539, top5_acc: 0.7469, loss_cls: 2.1868, loss: 2.1868, grad_norm: 6.3315 2020-09-13 03:18:15,779 - mmaction - INFO - Epoch [16][1720/2640] lr: 1.000e-02, eta: 1 day, 4:43:09, time: 0.983, data_time: 0.007, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.1687, loss: 2.1687, grad_norm: 6.1629 2020-09-13 03:18:35,075 - mmaction - INFO - Epoch [16][1740/2640] lr: 1.000e-02, eta: 1 day, 4:42:38, time: 0.966, data_time: 0.004, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7547, loss_cls: 2.0748, loss: 2.0748, grad_norm: 6.1233 2020-09-13 03:18:55,203 - mmaction - INFO - Epoch [16][1760/2640] lr: 1.000e-02, eta: 1 day, 4:42:09, time: 1.003, data_time: 0.006, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.3012, loss: 2.3012, grad_norm: 6.2963 2020-09-13 03:19:13,474 - mmaction - INFO - Epoch [16][1780/2640] lr: 1.000e-02, eta: 1 day, 4:41:37, time: 0.915, data_time: 0.008, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7453, loss_cls: 2.1699, loss: 2.1699, grad_norm: 6.2372 2020-09-13 03:19:33,098 - mmaction - INFO - Epoch [16][1800/2640] lr: 1.000e-02, eta: 1 day, 4:41:07, time: 0.980, data_time: 0.009, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1019, loss: 2.1019, grad_norm: 6.2701 2020-09-13 03:19:52,722 - mmaction - INFO - Epoch [16][1820/2640] lr: 1.000e-02, eta: 1 day, 4:40:37, time: 0.984, data_time: 0.116, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7594, loss_cls: 2.0496, loss: 2.0496, grad_norm: 6.3949 2020-09-13 03:20:12,931 - mmaction - INFO - Epoch [16][1840/2640] lr: 1.000e-02, eta: 1 day, 4:40:09, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7641, loss_cls: 2.1258, loss: 2.1258, grad_norm: 6.3303 2020-09-13 03:20:32,214 - mmaction - INFO - Epoch [16][1860/2640] lr: 1.000e-02, eta: 1 day, 4:39:38, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7352, loss_cls: 2.1469, loss: 2.1469, grad_norm: 6.1450 2020-09-13 03:20:52,125 - mmaction - INFO - Epoch [16][1880/2640] lr: 1.000e-02, eta: 1 day, 4:39:09, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7531, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.9599 2020-09-13 03:21:12,118 - mmaction - INFO - Epoch [16][1900/2640] lr: 1.000e-02, eta: 1 day, 4:38:41, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1172, loss: 2.1172, grad_norm: 6.0393 2020-09-13 03:21:32,276 - mmaction - INFO - Epoch [16][1920/2640] lr: 1.000e-02, eta: 1 day, 4:38:12, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0289, loss: 2.0289, grad_norm: 6.0672 2020-09-13 03:21:51,202 - mmaction - INFO - Epoch [16][1940/2640] lr: 1.000e-02, eta: 1 day, 4:37:41, time: 0.947, data_time: 0.004, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.0758, loss: 2.0758, grad_norm: 6.1003 2020-09-13 03:22:10,469 - mmaction - INFO - Epoch [16][1960/2640] lr: 1.000e-02, eta: 1 day, 4:37:10, time: 0.962, data_time: 0.002, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.0948, loss: 2.0948, grad_norm: 6.0982 2020-09-13 03:22:31,167 - mmaction - INFO - Epoch [16][1980/2640] lr: 1.000e-02, eta: 1 day, 4:36:43, time: 1.033, data_time: 0.116, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7438, loss_cls: 2.1490, loss: 2.1490, grad_norm: 6.3204 2020-09-13 03:22:49,793 - mmaction - INFO - Epoch [16][2000/2640] lr: 1.000e-02, eta: 1 day, 4:36:11, time: 0.935, data_time: 0.155, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1002, loss: 2.1002, grad_norm: 6.1288 2020-09-13 03:23:08,924 - mmaction - INFO - Epoch [16][2020/2640] lr: 1.000e-02, eta: 1 day, 4:35:40, time: 0.954, data_time: 0.319, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.1731, loss: 2.1731, grad_norm: 6.2057 2020-09-13 03:23:27,735 - mmaction - INFO - Epoch [16][2040/2640] lr: 1.000e-02, eta: 1 day, 4:35:09, time: 0.944, data_time: 0.146, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7219, loss_cls: 2.2202, loss: 2.2202, grad_norm: 6.3375 2020-09-13 03:23:48,607 - mmaction - INFO - Epoch [16][2060/2640] lr: 1.000e-02, eta: 1 day, 4:34:42, time: 1.038, data_time: 0.006, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.1815, loss: 2.1815, grad_norm: 6.3498 2020-09-13 03:24:07,994 - mmaction - INFO - Epoch [16][2080/2640] lr: 1.000e-02, eta: 1 day, 4:34:12, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7430, loss_cls: 2.1016, loss: 2.1016, grad_norm: 6.1891 2020-09-13 03:24:28,556 - mmaction - INFO - Epoch [16][2100/2640] lr: 1.000e-02, eta: 1 day, 4:33:44, time: 1.025, data_time: 0.007, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7414, loss_cls: 2.2079, loss: 2.2079, grad_norm: 6.1814 2020-09-13 03:24:47,568 - mmaction - INFO - Epoch [16][2120/2640] lr: 1.000e-02, eta: 1 day, 4:33:14, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.4477, top5_acc: 0.7234, loss_cls: 2.1893, loss: 2.1893, grad_norm: 6.1025 2020-09-13 03:25:07,010 - mmaction - INFO - Epoch [16][2140/2640] lr: 1.000e-02, eta: 1 day, 4:32:44, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1209, loss: 2.1209, grad_norm: 6.1307 2020-09-13 03:25:27,393 - mmaction - INFO - Epoch [16][2160/2640] lr: 1.000e-02, eta: 1 day, 4:32:16, time: 1.021, data_time: 0.004, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1500, loss: 2.1500, grad_norm: 6.0162 2020-09-13 03:25:46,780 - mmaction - INFO - Epoch [16][2180/2640] lr: 1.000e-02, eta: 1 day, 4:31:45, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2184, loss: 2.2184, grad_norm: 6.0818 2020-09-13 03:26:06,532 - mmaction - INFO - Epoch [16][2200/2640] lr: 1.000e-02, eta: 1 day, 4:31:16, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7492, loss_cls: 2.1155, loss: 2.1155, grad_norm: 6.2359 2020-09-13 03:26:24,928 - mmaction - INFO - Epoch [16][2220/2640] lr: 1.000e-02, eta: 1 day, 4:30:44, time: 0.920, data_time: 0.006, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7422, loss_cls: 2.1560, loss: 2.1560, grad_norm: 6.1906 2020-09-13 03:26:44,191 - mmaction - INFO - Epoch [16][2240/2640] lr: 1.000e-02, eta: 1 day, 4:30:14, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.2358, loss: 2.2358, grad_norm: 6.0514 2020-09-13 03:27:03,774 - mmaction - INFO - Epoch [16][2260/2640] lr: 1.000e-02, eta: 1 day, 4:29:44, time: 0.979, data_time: 0.004, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7445, loss_cls: 2.1232, loss: 2.1232, grad_norm: 6.0653 2020-09-13 03:27:23,056 - mmaction - INFO - Epoch [16][2280/2640] lr: 1.000e-02, eta: 1 day, 4:29:14, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.1605, loss: 2.1605, grad_norm: 6.3529 2020-09-13 03:27:42,211 - mmaction - INFO - Epoch [16][2300/2640] lr: 1.000e-02, eta: 1 day, 4:28:43, time: 0.962, data_time: 0.043, memory: 7069, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0534, loss: 2.0534, grad_norm: 6.1127 2020-09-13 03:28:02,400 - mmaction - INFO - Epoch [16][2320/2640] lr: 1.000e-02, eta: 1 day, 4:28:15, time: 1.004, data_time: 0.278, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.9490 2020-09-13 03:28:22,496 - mmaction - INFO - Epoch [16][2340/2640] lr: 1.000e-02, eta: 1 day, 4:27:47, time: 1.011, data_time: 0.417, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7516, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.9772 2020-09-13 03:28:41,889 - mmaction - INFO - Epoch [16][2360/2640] lr: 1.000e-02, eta: 1 day, 4:27:17, time: 0.966, data_time: 0.376, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7648, loss_cls: 2.0547, loss: 2.0547, grad_norm: 6.2689 2020-09-13 03:28:59,532 - mmaction - INFO - Epoch [16][2380/2640] lr: 1.000e-02, eta: 1 day, 4:26:43, time: 0.886, data_time: 0.289, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1278, loss: 2.1278, grad_norm: 6.1120 2020-09-13 03:29:19,186 - mmaction - INFO - Epoch [16][2400/2640] lr: 1.000e-02, eta: 1 day, 4:26:13, time: 0.979, data_time: 0.181, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.1961, loss: 2.1961, grad_norm: 6.3303 2020-09-13 03:29:39,019 - mmaction - INFO - Epoch [16][2420/2640] lr: 1.000e-02, eta: 1 day, 4:25:45, time: 0.995, data_time: 0.088, memory: 7069, top1_acc: 0.4547, top5_acc: 0.7312, loss_cls: 2.2513, loss: 2.2513, grad_norm: 6.1998 2020-09-13 03:30:00,045 - mmaction - INFO - Epoch [16][2440/2640] lr: 1.000e-02, eta: 1 day, 4:25:18, time: 1.046, data_time: 0.109, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.9317 2020-09-13 03:30:19,248 - mmaction - INFO - Epoch [16][2460/2640] lr: 1.000e-02, eta: 1 day, 4:24:48, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7195, loss_cls: 2.2679, loss: 2.2679, grad_norm: 6.0092 2020-09-13 03:30:39,332 - mmaction - INFO - Epoch [16][2480/2640] lr: 1.000e-02, eta: 1 day, 4:24:19, time: 1.004, data_time: 0.007, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7289, loss_cls: 2.2148, loss: 2.2148, grad_norm: 5.9559 2020-09-13 03:30:58,251 - mmaction - INFO - Epoch [16][2500/2640] lr: 1.000e-02, eta: 1 day, 4:23:49, time: 0.947, data_time: 0.003, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.1507, loss: 2.1507, grad_norm: 6.2628 2020-09-13 03:31:18,763 - mmaction - INFO - Epoch [16][2520/2640] lr: 1.000e-02, eta: 1 day, 4:23:21, time: 1.022, data_time: 0.005, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7055, loss_cls: 2.2676, loss: 2.2676, grad_norm: 6.1462 2020-09-13 03:31:37,770 - mmaction - INFO - Epoch [16][2540/2640] lr: 1.000e-02, eta: 1 day, 4:22:50, time: 0.954, data_time: 0.007, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7328, loss_cls: 2.2012, loss: 2.2012, grad_norm: 5.9414 2020-09-13 03:31:57,536 - mmaction - INFO - Epoch [16][2560/2640] lr: 1.000e-02, eta: 1 day, 4:22:21, time: 0.986, data_time: 0.005, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.9692 2020-09-13 03:32:15,609 - mmaction - INFO - Epoch [16][2580/2640] lr: 1.000e-02, eta: 1 day, 4:21:49, time: 0.905, data_time: 0.010, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.9274 2020-09-13 03:32:34,643 - mmaction - INFO - Epoch [16][2600/2640] lr: 1.000e-02, eta: 1 day, 4:21:18, time: 0.951, data_time: 0.139, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.9897 2020-09-13 03:32:54,681 - mmaction - INFO - Epoch [16][2620/2640] lr: 1.000e-02, eta: 1 day, 4:20:49, time: 1.003, data_time: 0.004, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7695, loss_cls: 2.0618, loss: 2.0618, grad_norm: 6.2364 2020-09-13 03:33:12,556 - mmaction - INFO - Epoch [16][2640/2640] lr: 1.000e-02, eta: 1 day, 4:20:16, time: 0.894, data_time: 0.002, memory: 7069, top1_acc: 0.4944, top5_acc: 0.7460, loss_cls: 2.1136, loss: 2.1136, grad_norm: 6.1316 2020-09-13 03:33:33,573 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-09-13 03:40:20,066 - mmaction - INFO - Epoch [17][20/2640] lr: 1.000e-02, eta: 1 day, 4:33:22, time: 20.170, data_time: 19.180, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7508, loss_cls: 2.0843, loss: 2.0843, grad_norm: 6.1074 2020-09-13 03:40:41,860 - mmaction - INFO - Epoch [17][40/2640] lr: 1.000e-02, eta: 1 day, 4:32:57, time: 1.096, data_time: 0.039, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7750, loss_cls: 2.0165, loss: 2.0165, grad_norm: 6.2783 2020-09-13 03:41:01,586 - mmaction - INFO - Epoch [17][60/2640] lr: 1.000e-02, eta: 1 day, 4:32:28, time: 0.989, data_time: 0.099, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.0418, loss: 2.0418, grad_norm: 6.2055 2020-09-13 03:41:20,386 - mmaction - INFO - Epoch [17][80/2640] lr: 1.000e-02, eta: 1 day, 4:31:56, time: 0.935, data_time: 0.036, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0049, loss: 2.0049, grad_norm: 6.0872 2020-09-13 03:41:41,567 - mmaction - INFO - Epoch [17][100/2640] lr: 1.000e-02, eta: 1 day, 4:31:29, time: 1.064, data_time: 0.112, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1063, loss: 2.1063, grad_norm: 6.2037 2020-09-13 03:42:00,655 - mmaction - INFO - Epoch [17][120/2640] lr: 1.000e-02, eta: 1 day, 4:30:58, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7453, loss_cls: 2.1319, loss: 2.1319, grad_norm: 6.3706 2020-09-13 03:42:20,077 - mmaction - INFO - Epoch [17][140/2640] lr: 1.000e-02, eta: 1 day, 4:30:28, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7711, loss_cls: 2.0247, loss: 2.0247, grad_norm: 6.2455 2020-09-13 03:42:39,700 - mmaction - INFO - Epoch [17][160/2640] lr: 1.000e-02, eta: 1 day, 4:29:58, time: 0.980, data_time: 0.047, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7453, loss_cls: 2.1194, loss: 2.1194, grad_norm: 6.1341 2020-09-13 03:42:58,323 - mmaction - INFO - Epoch [17][180/2640] lr: 1.000e-02, eta: 1 day, 4:29:26, time: 0.933, data_time: 0.003, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7508, loss_cls: 2.1049, loss: 2.1049, grad_norm: 6.0876 2020-09-13 03:43:17,523 - mmaction - INFO - Epoch [17][200/2640] lr: 1.000e-02, eta: 1 day, 4:28:55, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.4500, top5_acc: 0.7367, loss_cls: 2.2164, loss: 2.2164, grad_norm: 6.2931 2020-09-13 03:43:37,711 - mmaction - INFO - Epoch [17][220/2640] lr: 1.000e-02, eta: 1 day, 4:28:27, time: 1.015, data_time: 0.009, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7633, loss_cls: 2.0256, loss: 2.0256, grad_norm: 6.0773 2020-09-13 03:43:57,434 - mmaction - INFO - Epoch [17][240/2640] lr: 1.000e-02, eta: 1 day, 4:27:57, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0531, loss: 2.0531, grad_norm: 6.2047 2020-09-13 03:44:18,104 - mmaction - INFO - Epoch [17][260/2640] lr: 1.000e-02, eta: 1 day, 4:27:30, time: 1.033, data_time: 0.007, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7297, loss_cls: 2.2068, loss: 2.2068, grad_norm: 6.4068 2020-09-13 03:44:37,993 - mmaction - INFO - Epoch [17][280/2640] lr: 1.000e-02, eta: 1 day, 4:27:01, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0109, loss: 2.0109, grad_norm: 6.1207 2020-09-13 03:44:56,594 - mmaction - INFO - Epoch [17][300/2640] lr: 1.000e-02, eta: 1 day, 4:26:28, time: 0.924, data_time: 0.006, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7727, loss_cls: 2.0054, loss: 2.0054, grad_norm: 6.0668 2020-09-13 03:45:14,404 - mmaction - INFO - Epoch [17][320/2640] lr: 1.000e-02, eta: 1 day, 4:25:55, time: 0.895, data_time: 0.123, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0240, loss: 2.0240, grad_norm: 6.1421 2020-09-13 03:45:34,844 - mmaction - INFO - Epoch [17][340/2640] lr: 1.000e-02, eta: 1 day, 4:25:27, time: 1.023, data_time: 0.134, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.1243, loss: 2.1243, grad_norm: 6.1137 2020-09-13 03:45:55,307 - mmaction - INFO - Epoch [17][360/2640] lr: 1.000e-02, eta: 1 day, 4:24:59, time: 1.023, data_time: 0.382, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7562, loss_cls: 2.0844, loss: 2.0844, grad_norm: 6.1910 2020-09-13 03:46:14,550 - mmaction - INFO - Epoch [17][380/2640] lr: 1.000e-02, eta: 1 day, 4:24:28, time: 0.955, data_time: 0.011, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1823, loss: 2.1823, grad_norm: 6.3859 2020-09-13 03:46:33,687 - mmaction - INFO - Epoch [17][400/2640] lr: 1.000e-02, eta: 1 day, 4:23:58, time: 0.963, data_time: 0.010, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.1763, loss: 2.1763, grad_norm: 6.2230 2020-09-13 03:46:53,856 - mmaction - INFO - Epoch [17][420/2640] lr: 1.000e-02, eta: 1 day, 4:23:29, time: 1.004, data_time: 0.007, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 2.0821, loss: 2.0821, grad_norm: 6.0177 2020-09-13 03:47:12,948 - mmaction - INFO - Epoch [17][440/2640] lr: 1.000e-02, eta: 1 day, 4:22:58, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7508, loss_cls: 2.0985, loss: 2.0985, grad_norm: 6.3849 2020-09-13 03:47:32,313 - mmaction - INFO - Epoch [17][460/2640] lr: 1.000e-02, eta: 1 day, 4:22:28, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.1274 2020-09-13 03:47:52,135 - mmaction - INFO - Epoch [17][480/2640] lr: 1.000e-02, eta: 1 day, 4:21:59, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7461, loss_cls: 2.1379, loss: 2.1379, grad_norm: 6.1637 2020-09-13 03:48:10,942 - mmaction - INFO - Epoch [17][500/2640] lr: 1.000e-02, eta: 1 day, 4:21:28, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7656, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.0429 2020-09-13 03:48:30,814 - mmaction - INFO - Epoch [17][520/2640] lr: 1.000e-02, eta: 1 day, 4:20:59, time: 0.994, data_time: 0.003, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.1415, loss: 2.1415, grad_norm: 6.2521 2020-09-13 03:48:51,366 - mmaction - INFO - Epoch [17][540/2640] lr: 1.000e-02, eta: 1 day, 4:20:31, time: 1.021, data_time: 0.004, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1770, loss: 2.1770, grad_norm: 6.2762 2020-09-13 03:49:10,941 - mmaction - INFO - Epoch [17][560/2640] lr: 1.000e-02, eta: 1 day, 4:20:01, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7617, loss_cls: 2.0204, loss: 2.0204, grad_norm: 6.1936 2020-09-13 03:49:28,495 - mmaction - INFO - Epoch [17][580/2640] lr: 1.000e-02, eta: 1 day, 4:19:27, time: 0.872, data_time: 0.006, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.1626, loss: 2.1626, grad_norm: 6.1059 2020-09-13 03:49:48,151 - mmaction - INFO - Epoch [17][600/2640] lr: 1.000e-02, eta: 1 day, 4:18:58, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.0221 2020-09-13 03:50:07,558 - mmaction - INFO - Epoch [17][620/2640] lr: 1.000e-02, eta: 1 day, 4:18:27, time: 0.970, data_time: 0.016, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7617, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.1795 2020-09-13 03:50:27,499 - mmaction - INFO - Epoch [17][640/2640] lr: 1.000e-02, eta: 1 day, 4:17:59, time: 0.998, data_time: 0.126, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7445, loss_cls: 2.1260, loss: 2.1260, grad_norm: 6.1859 2020-09-13 03:50:48,324 - mmaction - INFO - Epoch [17][660/2640] lr: 1.000e-02, eta: 1 day, 4:17:31, time: 1.041, data_time: 0.202, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1351, loss: 2.1351, grad_norm: 6.1883 2020-09-13 03:51:06,751 - mmaction - INFO - Epoch [17][680/2640] lr: 1.000e-02, eta: 1 day, 4:16:59, time: 0.918, data_time: 0.006, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.8592 2020-09-13 03:51:26,960 - mmaction - INFO - Epoch [17][700/2640] lr: 1.000e-02, eta: 1 day, 4:16:31, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7484, loss_cls: 2.1425, loss: 2.1425, grad_norm: 6.2318 2020-09-13 03:51:46,082 - mmaction - INFO - Epoch [17][720/2640] lr: 1.000e-02, eta: 1 day, 4:16:00, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7500, loss_cls: 2.1149, loss: 2.1149, grad_norm: 6.4942 2020-09-13 03:52:05,060 - mmaction - INFO - Epoch [17][740/2640] lr: 1.000e-02, eta: 1 day, 4:15:29, time: 0.948, data_time: 0.086, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7461, loss_cls: 2.1445, loss: 2.1445, grad_norm: 6.2254 2020-09-13 03:52:25,351 - mmaction - INFO - Epoch [17][760/2640] lr: 1.000e-02, eta: 1 day, 4:15:01, time: 1.015, data_time: 0.089, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7398, loss_cls: 2.1940, loss: 2.1940, grad_norm: 6.2676 2020-09-13 03:52:44,234 - mmaction - INFO - Epoch [17][780/2640] lr: 1.000e-02, eta: 1 day, 4:14:30, time: 0.940, data_time: 0.008, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7656, loss_cls: 2.0543, loss: 2.0543, grad_norm: 6.0379 2020-09-13 03:53:03,189 - mmaction - INFO - Epoch [17][800/2640] lr: 1.000e-02, eta: 1 day, 4:13:59, time: 0.953, data_time: 0.362, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1688, loss: 2.1688, grad_norm: 6.2462 2020-09-13 03:53:23,310 - mmaction - INFO - Epoch [17][820/2640] lr: 1.000e-02, eta: 1 day, 4:13:31, time: 1.003, data_time: 0.104, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7383, loss_cls: 2.1182, loss: 2.1182, grad_norm: 6.0672 2020-09-13 03:53:43,498 - mmaction - INFO - Epoch [17][840/2640] lr: 1.000e-02, eta: 1 day, 4:13:03, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7609, loss_cls: 2.0551, loss: 2.0551, grad_norm: 6.2439 2020-09-13 03:54:01,516 - mmaction - INFO - Epoch [17][860/2640] lr: 1.000e-02, eta: 1 day, 4:12:30, time: 0.895, data_time: 0.005, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7477, loss_cls: 2.0958, loss: 2.0958, grad_norm: 6.0462 2020-09-13 03:54:21,670 - mmaction - INFO - Epoch [17][880/2640] lr: 1.000e-02, eta: 1 day, 4:12:01, time: 1.013, data_time: 0.008, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.1241, loss: 2.1241, grad_norm: 6.2154 2020-09-13 03:54:40,790 - mmaction - INFO - Epoch [17][900/2640] lr: 1.000e-02, eta: 1 day, 4:11:31, time: 0.956, data_time: 0.002, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.9128 2020-09-13 03:55:00,812 - mmaction - INFO - Epoch [17][920/2640] lr: 1.000e-02, eta: 1 day, 4:11:02, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7430, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.1642 2020-09-13 03:55:19,381 - mmaction - INFO - Epoch [17][940/2640] lr: 1.000e-02, eta: 1 day, 4:10:31, time: 0.935, data_time: 0.009, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.1141, loss: 2.1141, grad_norm: 6.3011 2020-09-13 03:55:39,914 - mmaction - INFO - Epoch [17][960/2640] lr: 1.000e-02, eta: 1 day, 4:10:03, time: 1.022, data_time: 0.026, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1695, loss: 2.1695, grad_norm: 6.2528 2020-09-13 03:55:59,125 - mmaction - INFO - Epoch [17][980/2640] lr: 1.000e-02, eta: 1 day, 4:09:33, time: 0.965, data_time: 0.009, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1533, loss: 2.1533, grad_norm: 6.2687 2020-09-13 03:56:17,839 - mmaction - INFO - Epoch [17][1000/2640] lr: 1.000e-02, eta: 1 day, 4:09:01, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2025, loss: 2.2025, grad_norm: 6.2278 2020-09-13 03:56:37,137 - mmaction - INFO - Epoch [17][1020/2640] lr: 1.000e-02, eta: 1 day, 4:08:31, time: 0.970, data_time: 0.074, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7320, loss_cls: 2.1854, loss: 2.1854, grad_norm: 6.0655 2020-09-13 03:56:57,733 - mmaction - INFO - Epoch [17][1040/2640] lr: 1.000e-02, eta: 1 day, 4:08:04, time: 1.030, data_time: 0.136, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.1529, loss: 2.1529, grad_norm: 6.1581 2020-09-13 03:57:16,892 - mmaction - INFO - Epoch [17][1060/2640] lr: 1.000e-02, eta: 1 day, 4:07:33, time: 0.953, data_time: 0.281, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.1661, loss: 2.1661, grad_norm: 6.1728 2020-09-13 03:57:36,662 - mmaction - INFO - Epoch [17][1080/2640] lr: 1.000e-02, eta: 1 day, 4:07:04, time: 0.994, data_time: 0.026, memory: 7069, top1_acc: 0.5180, top5_acc: 0.7641, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.9100 2020-09-13 03:57:57,475 - mmaction - INFO - Epoch [17][1100/2640] lr: 1.000e-02, eta: 1 day, 4:06:37, time: 1.035, data_time: 0.006, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1068, loss: 2.1068, grad_norm: 6.2070 2020-09-13 03:58:16,387 - mmaction - INFO - Epoch [17][1120/2640] lr: 1.000e-02, eta: 1 day, 4:06:07, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 2.0323, loss: 2.0323, grad_norm: 5.9894 2020-09-13 03:58:37,115 - mmaction - INFO - Epoch [17][1140/2640] lr: 1.000e-02, eta: 1 day, 4:05:39, time: 1.034, data_time: 0.007, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.0722, loss: 2.0722, grad_norm: 6.1151 2020-09-13 03:58:57,206 - mmaction - INFO - Epoch [17][1160/2640] lr: 1.000e-02, eta: 1 day, 4:05:11, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7461, loss_cls: 2.1169, loss: 2.1169, grad_norm: 6.2434 2020-09-13 03:59:15,045 - mmaction - INFO - Epoch [17][1180/2640] lr: 1.000e-02, eta: 1 day, 4:04:38, time: 0.888, data_time: 0.005, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.0764, loss: 2.0764, grad_norm: 6.0472 2020-09-13 03:59:32,802 - mmaction - INFO - Epoch [17][1200/2640] lr: 1.000e-02, eta: 1 day, 4:04:05, time: 0.891, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7531, loss_cls: 2.0876, loss: 2.0876, grad_norm: 6.2312 2020-09-13 03:59:52,705 - mmaction - INFO - Epoch [17][1220/2640] lr: 1.000e-02, eta: 1 day, 4:03:36, time: 0.990, data_time: 0.014, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.1899, loss: 2.1899, grad_norm: 6.3892 2020-09-13 04:00:14,290 - mmaction - INFO - Epoch [17][1240/2640] lr: 1.000e-02, eta: 1 day, 4:03:10, time: 1.072, data_time: 0.009, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.0889, loss: 2.0889, grad_norm: 6.1284 2020-09-13 04:00:34,665 - mmaction - INFO - Epoch [17][1260/2640] lr: 1.000e-02, eta: 1 day, 4:02:43, time: 1.022, data_time: 0.025, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7312, loss_cls: 2.2000, loss: 2.2000, grad_norm: 6.1239 2020-09-13 04:00:55,612 - mmaction - INFO - Epoch [17][1280/2640] lr: 1.000e-02, eta: 1 day, 4:02:16, time: 1.055, data_time: 0.015, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.1207, loss: 2.1207, grad_norm: 6.0804 2020-09-13 04:01:15,699 - mmaction - INFO - Epoch [17][1300/2640] lr: 1.000e-02, eta: 1 day, 4:01:48, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7398, loss_cls: 2.1213, loss: 2.1213, grad_norm: 6.1042 2020-09-13 04:01:33,112 - mmaction - INFO - Epoch [17][1320/2640] lr: 1.000e-02, eta: 1 day, 4:01:14, time: 0.874, data_time: 0.008, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1269, loss: 2.1269, grad_norm: 6.0561 2020-09-13 04:01:52,370 - mmaction - INFO - Epoch [17][1340/2640] lr: 1.000e-02, eta: 1 day, 4:00:44, time: 0.958, data_time: 0.112, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1189, loss: 2.1189, grad_norm: 6.0406 2020-09-13 04:02:11,844 - mmaction - INFO - Epoch [17][1360/2640] lr: 1.000e-02, eta: 1 day, 4:00:15, time: 0.976, data_time: 0.028, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.8104 2020-09-13 04:02:32,777 - mmaction - INFO - Epoch [17][1380/2640] lr: 1.000e-02, eta: 1 day, 3:59:48, time: 1.043, data_time: 0.087, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7469, loss_cls: 2.1237, loss: 2.1237, grad_norm: 6.1886 2020-09-13 04:02:51,287 - mmaction - INFO - Epoch [17][1400/2640] lr: 1.000e-02, eta: 1 day, 3:59:17, time: 0.931, data_time: 0.093, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7484, loss_cls: 2.0939, loss: 2.0939, grad_norm: 6.1225 2020-09-13 04:03:10,759 - mmaction - INFO - Epoch [17][1420/2640] lr: 1.000e-02, eta: 1 day, 3:58:47, time: 0.968, data_time: 0.020, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.0920, loss: 2.0920, grad_norm: 6.1531 2020-09-13 04:03:30,002 - mmaction - INFO - Epoch [17][1440/2640] lr: 1.000e-02, eta: 1 day, 3:58:17, time: 0.968, data_time: 0.009, memory: 7069, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.2524, loss: 2.2524, grad_norm: 6.1008 2020-09-13 04:03:50,254 - mmaction - INFO - Epoch [17][1460/2640] lr: 1.000e-02, eta: 1 day, 3:57:49, time: 1.012, data_time: 0.016, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.0795 2020-09-13 04:04:08,365 - mmaction - INFO - Epoch [17][1480/2640] lr: 1.000e-02, eta: 1 day, 3:57:17, time: 0.907, data_time: 0.004, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7203, loss_cls: 2.2373, loss: 2.2373, grad_norm: 6.2280 2020-09-13 04:04:29,271 - mmaction - INFO - Epoch [17][1500/2640] lr: 1.000e-02, eta: 1 day, 3:56:50, time: 1.041, data_time: 0.018, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7414, loss_cls: 2.1575, loss: 2.1575, grad_norm: 6.2350 2020-09-13 04:04:48,348 - mmaction - INFO - Epoch [17][1520/2640] lr: 1.000e-02, eta: 1 day, 3:56:20, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2016, loss: 2.2016, grad_norm: 6.1476 2020-09-13 04:05:07,042 - mmaction - INFO - Epoch [17][1540/2640] lr: 1.000e-02, eta: 1 day, 3:55:49, time: 0.932, data_time: 0.019, memory: 7069, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.1488 2020-09-13 04:05:27,502 - mmaction - INFO - Epoch [17][1560/2640] lr: 1.000e-02, eta: 1 day, 3:55:21, time: 1.025, data_time: 0.004, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1706, loss: 2.1706, grad_norm: 6.1127 2020-09-13 04:05:46,359 - mmaction - INFO - Epoch [17][1580/2640] lr: 1.000e-02, eta: 1 day, 3:54:50, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 1.9820, loss: 1.9820, grad_norm: 6.0225 2020-09-13 04:06:07,499 - mmaction - INFO - Epoch [17][1600/2640] lr: 1.000e-02, eta: 1 day, 3:54:24, time: 1.062, data_time: 0.007, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7500, loss_cls: 2.0755, loss: 2.0755, grad_norm: 6.0974 2020-09-13 04:06:25,918 - mmaction - INFO - Epoch [17][1620/2640] lr: 1.000e-02, eta: 1 day, 3:53:53, time: 0.916, data_time: 0.005, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7555, loss_cls: 2.1065, loss: 2.1065, grad_norm: 6.3355 2020-09-13 04:06:45,354 - mmaction - INFO - Epoch [17][1640/2640] lr: 1.000e-02, eta: 1 day, 3:53:23, time: 0.977, data_time: 0.009, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7555, loss_cls: 2.1012, loss: 2.1012, grad_norm: 6.2423 2020-09-13 04:07:04,726 - mmaction - INFO - Epoch [17][1660/2640] lr: 1.000e-02, eta: 1 day, 3:52:53, time: 0.963, data_time: 0.068, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2136, loss: 2.2136, grad_norm: 6.0749 2020-09-13 04:07:24,065 - mmaction - INFO - Epoch [17][1680/2640] lr: 1.000e-02, eta: 1 day, 3:52:24, time: 0.973, data_time: 0.136, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7414, loss_cls: 2.1725, loss: 2.1725, grad_norm: 6.1900 2020-09-13 04:07:43,440 - mmaction - INFO - Epoch [17][1700/2640] lr: 1.000e-02, eta: 1 day, 3:51:54, time: 0.964, data_time: 0.333, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7578, loss_cls: 2.1168, loss: 2.1168, grad_norm: 6.2588 2020-09-13 04:08:01,689 - mmaction - INFO - Epoch [17][1720/2640] lr: 1.000e-02, eta: 1 day, 3:51:23, time: 0.917, data_time: 0.008, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7633, loss_cls: 2.0884, loss: 2.0884, grad_norm: 6.1994 2020-09-13 04:08:22,303 - mmaction - INFO - Epoch [17][1740/2640] lr: 1.000e-02, eta: 1 day, 3:50:55, time: 1.026, data_time: 0.125, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.1439, loss: 2.1439, grad_norm: 6.2507 2020-09-13 04:08:41,904 - mmaction - INFO - Epoch [17][1760/2640] lr: 1.000e-02, eta: 1 day, 3:50:26, time: 0.984, data_time: 0.313, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7633, loss_cls: 2.0185, loss: 2.0185, grad_norm: 6.0556 2020-09-13 04:09:00,220 - mmaction - INFO - Epoch [17][1780/2640] lr: 1.000e-02, eta: 1 day, 3:49:54, time: 0.912, data_time: 0.277, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7500, loss_cls: 2.1012, loss: 2.1012, grad_norm: 6.2036 2020-09-13 04:09:21,565 - mmaction - INFO - Epoch [17][1800/2640] lr: 1.000e-02, eta: 1 day, 3:49:29, time: 1.071, data_time: 0.166, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.9481 2020-09-13 04:09:40,887 - mmaction - INFO - Epoch [17][1820/2640] lr: 1.000e-02, eta: 1 day, 3:48:59, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7477, loss_cls: 2.2079, loss: 2.2079, grad_norm: 6.4511 2020-09-13 04:10:00,626 - mmaction - INFO - Epoch [17][1840/2640] lr: 1.000e-02, eta: 1 day, 3:48:30, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7648, loss_cls: 2.0678, loss: 2.0678, grad_norm: 6.2551 2020-09-13 04:10:19,728 - mmaction - INFO - Epoch [17][1860/2640] lr: 1.000e-02, eta: 1 day, 3:48:00, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7500, loss_cls: 2.0979, loss: 2.0979, grad_norm: 6.3931 2020-09-13 04:10:38,271 - mmaction - INFO - Epoch [17][1880/2640] lr: 1.000e-02, eta: 1 day, 3:47:29, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.2240, loss: 2.2240, grad_norm: 6.4557 2020-09-13 04:10:57,914 - mmaction - INFO - Epoch [17][1900/2640] lr: 1.000e-02, eta: 1 day, 3:47:00, time: 0.983, data_time: 0.007, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1469, loss: 2.1469, grad_norm: 6.3635 2020-09-13 04:11:17,500 - mmaction - INFO - Epoch [17][1920/2640] lr: 1.000e-02, eta: 1 day, 3:46:31, time: 0.978, data_time: 0.002, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7297, loss_cls: 2.1851, loss: 2.1851, grad_norm: 6.3593 2020-09-13 04:11:37,404 - mmaction - INFO - Epoch [17][1940/2640] lr: 1.000e-02, eta: 1 day, 3:46:02, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7305, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.1594 2020-09-13 04:11:57,026 - mmaction - INFO - Epoch [17][1960/2640] lr: 1.000e-02, eta: 1 day, 3:45:34, time: 0.986, data_time: 0.013, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.1097, loss: 2.1097, grad_norm: 6.0822 2020-09-13 04:12:17,321 - mmaction - INFO - Epoch [17][1980/2640] lr: 1.000e-02, eta: 1 day, 3:45:06, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.9761 2020-09-13 04:12:36,712 - mmaction - INFO - Epoch [17][2000/2640] lr: 1.000e-02, eta: 1 day, 3:44:36, time: 0.972, data_time: 0.007, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.9980 2020-09-13 04:12:57,607 - mmaction - INFO - Epoch [17][2020/2640] lr: 1.000e-02, eta: 1 day, 3:44:10, time: 1.039, data_time: 0.007, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.0992, loss: 2.0992, grad_norm: 6.0404 2020-09-13 04:13:16,727 - mmaction - INFO - Epoch [17][2040/2640] lr: 1.000e-02, eta: 1 day, 3:43:40, time: 0.963, data_time: 0.009, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7742, loss_cls: 2.0084, loss: 2.0084, grad_norm: 6.2163 2020-09-13 04:13:37,438 - mmaction - INFO - Epoch [17][2060/2640] lr: 1.000e-02, eta: 1 day, 3:43:13, time: 1.033, data_time: 0.005, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7352, loss_cls: 2.1793, loss: 2.1793, grad_norm: 6.3082 2020-09-13 04:13:56,946 - mmaction - INFO - Epoch [17][2080/2640] lr: 1.000e-02, eta: 1 day, 3:42:44, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1624, loss: 2.1624, grad_norm: 5.9445 2020-09-13 04:14:16,059 - mmaction - INFO - Epoch [17][2100/2640] lr: 1.000e-02, eta: 1 day, 3:42:14, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.1837, loss: 2.1837, grad_norm: 6.4841 2020-09-13 04:14:35,685 - mmaction - INFO - Epoch [17][2120/2640] lr: 1.000e-02, eta: 1 day, 3:41:45, time: 0.982, data_time: 0.003, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.0792, loss: 2.0792, grad_norm: 6.1423 2020-09-13 04:14:55,577 - mmaction - INFO - Epoch [17][2140/2640] lr: 1.000e-02, eta: 1 day, 3:41:17, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0320, loss: 2.0320, grad_norm: 6.0533 2020-09-13 04:15:16,402 - mmaction - INFO - Epoch [17][2160/2640] lr: 1.000e-02, eta: 1 day, 3:40:50, time: 1.042, data_time: 0.006, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7570, loss_cls: 2.0510, loss: 2.0510, grad_norm: 6.2979 2020-09-13 04:15:35,668 - mmaction - INFO - Epoch [17][2180/2640] lr: 1.000e-02, eta: 1 day, 3:40:20, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2074, loss: 2.2074, grad_norm: 6.2516 2020-09-13 04:15:53,268 - mmaction - INFO - Epoch [17][2200/2640] lr: 1.000e-02, eta: 1 day, 3:39:48, time: 0.884, data_time: 0.011, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.3049 2020-09-13 04:16:13,940 - mmaction - INFO - Epoch [17][2220/2640] lr: 1.000e-02, eta: 1 day, 3:39:21, time: 1.031, data_time: 0.435, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7602, loss_cls: 2.1145, loss: 2.1145, grad_norm: 6.3515 2020-09-13 04:16:31,705 - mmaction - INFO - Epoch [17][2240/2640] lr: 1.000e-02, eta: 1 day, 3:38:48, time: 0.894, data_time: 0.295, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.1638, loss: 2.1638, grad_norm: 6.2638 2020-09-13 04:16:52,365 - mmaction - INFO - Epoch [17][2260/2640] lr: 1.000e-02, eta: 1 day, 3:38:21, time: 1.030, data_time: 0.178, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2512, loss: 2.2512, grad_norm: 6.2700 2020-09-13 04:17:12,415 - mmaction - INFO - Epoch [17][2280/2640] lr: 1.000e-02, eta: 1 day, 3:37:53, time: 1.005, data_time: 0.353, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7484, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.9522 2020-09-13 04:17:31,240 - mmaction - INFO - Epoch [17][2300/2640] lr: 1.000e-02, eta: 1 day, 3:37:23, time: 0.938, data_time: 0.288, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7609, loss_cls: 2.0946, loss: 2.0946, grad_norm: 6.3662 2020-09-13 04:17:50,543 - mmaction - INFO - Epoch [17][2320/2640] lr: 1.000e-02, eta: 1 day, 3:36:53, time: 0.969, data_time: 0.206, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1225, loss: 2.1225, grad_norm: 6.3790 2020-09-13 04:18:10,615 - mmaction - INFO - Epoch [17][2340/2640] lr: 1.000e-02, eta: 1 day, 3:36:25, time: 0.999, data_time: 0.209, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7320, loss_cls: 2.1527, loss: 2.1527, grad_norm: 6.2995 2020-09-13 04:18:29,651 - mmaction - INFO - Epoch [17][2360/2640] lr: 1.000e-02, eta: 1 day, 3:35:56, time: 0.956, data_time: 0.109, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7703, loss_cls: 2.0948, loss: 2.0948, grad_norm: 6.2636 2020-09-13 04:18:49,133 - mmaction - INFO - Epoch [17][2380/2640] lr: 1.000e-02, eta: 1 day, 3:35:26, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.0315, loss: 2.0315, grad_norm: 6.1505 2020-09-13 04:19:08,989 - mmaction - INFO - Epoch [17][2400/2640] lr: 1.000e-02, eta: 1 day, 3:34:58, time: 0.996, data_time: 0.009, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7328, loss_cls: 2.1981, loss: 2.1981, grad_norm: 6.3578 2020-09-13 04:19:29,298 - mmaction - INFO - Epoch [17][2420/2640] lr: 1.000e-02, eta: 1 day, 3:34:30, time: 1.015, data_time: 0.007, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.2448, loss: 2.2448, grad_norm: 6.2754 2020-09-13 04:19:48,216 - mmaction - INFO - Epoch [17][2440/2640] lr: 1.000e-02, eta: 1 day, 3:34:00, time: 0.947, data_time: 0.004, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1290, loss: 2.1290, grad_norm: 6.1873 2020-09-13 04:20:06,779 - mmaction - INFO - Epoch [17][2460/2640] lr: 1.000e-02, eta: 1 day, 3:33:29, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1354, loss: 2.1354, grad_norm: 6.1181 2020-09-13 04:20:26,391 - mmaction - INFO - Epoch [17][2480/2640] lr: 1.000e-02, eta: 1 day, 3:33:01, time: 0.981, data_time: 0.002, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1349, loss: 2.1349, grad_norm: 6.0908 2020-09-13 04:20:47,464 - mmaction - INFO - Epoch [17][2500/2640] lr: 1.000e-02, eta: 1 day, 3:32:35, time: 1.049, data_time: 0.006, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7438, loss_cls: 2.1682, loss: 2.1682, grad_norm: 6.1279 2020-09-13 04:21:05,948 - mmaction - INFO - Epoch [17][2520/2640] lr: 1.000e-02, eta: 1 day, 3:32:04, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.1630, loss: 2.1630, grad_norm: 6.4728 2020-09-13 04:21:26,306 - mmaction - INFO - Epoch [17][2540/2640] lr: 1.000e-02, eta: 1 day, 3:31:36, time: 1.012, data_time: 0.005, memory: 7069, top1_acc: 0.4570, top5_acc: 0.7469, loss_cls: 2.2071, loss: 2.2071, grad_norm: 6.1911 2020-09-13 04:21:45,516 - mmaction - INFO - Epoch [17][2560/2640] lr: 1.000e-02, eta: 1 day, 3:31:07, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.4461, top5_acc: 0.7375, loss_cls: 2.2438, loss: 2.2438, grad_norm: 6.2817 2020-09-13 04:22:04,733 - mmaction - INFO - Epoch [17][2580/2640] lr: 1.000e-02, eta: 1 day, 3:30:37, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7445, loss_cls: 2.1287, loss: 2.1287, grad_norm: 6.2689 2020-09-13 04:22:24,560 - mmaction - INFO - Epoch [17][2600/2640] lr: 1.000e-02, eta: 1 day, 3:30:09, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.0775, loss: 2.0775, grad_norm: 6.0140 2020-09-13 04:22:45,629 - mmaction - INFO - Epoch [17][2620/2640] lr: 1.000e-02, eta: 1 day, 3:29:43, time: 1.054, data_time: 0.003, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7562, loss_cls: 2.0276, loss: 2.0276, grad_norm: 6.2440 2020-09-13 04:23:01,116 - mmaction - INFO - Epoch [17][2640/2640] lr: 1.000e-02, eta: 1 day, 3:29:06, time: 0.772, data_time: 0.005, memory: 7069, top1_acc: 0.4855, top5_acc: 0.7444, loss_cls: 2.1063, loss: 2.1063, grad_norm: 6.3825 2020-09-13 04:23:21,093 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-09-13 04:30:23,723 - mmaction - INFO - Epoch [18][20/2640] lr: 1.000e-02, eta: 1 day, 3:41:36, time: 21.060, data_time: 19.940, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7648, loss_cls: 2.0745, loss: 2.0745, grad_norm: 6.1894 2020-09-13 04:30:42,668 - mmaction - INFO - Epoch [18][40/2640] lr: 1.000e-02, eta: 1 day, 3:41:06, time: 0.954, data_time: 0.022, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7500, loss_cls: 2.1435, loss: 2.1435, grad_norm: 6.2673 2020-09-13 04:31:03,982 - mmaction - INFO - Epoch [18][60/2640] lr: 1.000e-02, eta: 1 day, 3:40:40, time: 1.071, data_time: 0.007, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7602, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.8885 2020-09-13 04:31:22,851 - mmaction - INFO - Epoch [18][80/2640] lr: 1.000e-02, eta: 1 day, 3:40:10, time: 0.939, data_time: 0.005, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7719, loss_cls: 1.9951, loss: 1.9951, grad_norm: 6.3144 2020-09-13 04:31:40,683 - mmaction - INFO - Epoch [18][100/2640] lr: 1.000e-02, eta: 1 day, 3:39:37, time: 0.896, data_time: 0.008, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.1290, loss: 2.1290, grad_norm: 6.0916 2020-09-13 04:32:00,837 - mmaction - INFO - Epoch [18][120/2640] lr: 1.000e-02, eta: 1 day, 3:39:09, time: 1.001, data_time: 0.014, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7617, loss_cls: 2.0635, loss: 2.0635, grad_norm: 6.1244 2020-09-13 04:32:20,252 - mmaction - INFO - Epoch [18][140/2640] lr: 1.000e-02, eta: 1 day, 3:38:39, time: 0.976, data_time: 0.009, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.1410 2020-09-13 04:32:40,019 - mmaction - INFO - Epoch [18][160/2640] lr: 1.000e-02, eta: 1 day, 3:38:10, time: 0.989, data_time: 0.006, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0496, loss: 2.0496, grad_norm: 6.1645 2020-09-13 04:33:01,614 - mmaction - INFO - Epoch [18][180/2640] lr: 1.000e-02, eta: 1 day, 3:37:45, time: 1.076, data_time: 0.005, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0408, loss: 2.0408, grad_norm: 6.4374 2020-09-13 04:33:20,640 - mmaction - INFO - Epoch [18][200/2640] lr: 1.000e-02, eta: 1 day, 3:37:15, time: 0.953, data_time: 0.007, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7734, loss_cls: 2.0636, loss: 2.0636, grad_norm: 6.3407 2020-09-13 04:33:39,634 - mmaction - INFO - Epoch [18][220/2640] lr: 1.000e-02, eta: 1 day, 3:36:44, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7539, loss_cls: 2.1001, loss: 2.1001, grad_norm: 6.4213 2020-09-13 04:33:57,945 - mmaction - INFO - Epoch [18][240/2640] lr: 1.000e-02, eta: 1 day, 3:36:13, time: 0.916, data_time: 0.050, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1389, loss: 2.1389, grad_norm: 6.3595 2020-09-13 04:34:18,819 - mmaction - INFO - Epoch [18][260/2640] lr: 1.000e-02, eta: 1 day, 3:35:46, time: 1.044, data_time: 0.165, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.0970, loss: 2.0970, grad_norm: 6.2193 2020-09-13 04:34:38,265 - mmaction - INFO - Epoch [18][280/2640] lr: 1.000e-02, eta: 1 day, 3:35:16, time: 0.972, data_time: 0.361, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7578, loss_cls: 2.0652, loss: 2.0652, grad_norm: 6.5830 2020-09-13 04:34:57,488 - mmaction - INFO - Epoch [18][300/2640] lr: 1.000e-02, eta: 1 day, 3:34:47, time: 0.961, data_time: 0.171, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7383, loss_cls: 2.1769, loss: 2.1769, grad_norm: 6.3785 2020-09-13 04:35:17,009 - mmaction - INFO - Epoch [18][320/2640] lr: 1.000e-02, eta: 1 day, 3:34:17, time: 0.973, data_time: 0.015, memory: 7069, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.9797 2020-09-13 04:35:37,466 - mmaction - INFO - Epoch [18][340/2640] lr: 1.000e-02, eta: 1 day, 3:33:50, time: 1.027, data_time: 0.177, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7633, loss_cls: 2.0464, loss: 2.0464, grad_norm: 6.3389 2020-09-13 04:35:57,164 - mmaction - INFO - Epoch [18][360/2640] lr: 1.000e-02, eta: 1 day, 3:33:21, time: 0.985, data_time: 0.198, memory: 7069, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 1.9966, loss: 1.9966, grad_norm: 6.3665 2020-09-13 04:36:16,404 - mmaction - INFO - Epoch [18][380/2640] lr: 1.000e-02, eta: 1 day, 3:32:51, time: 0.958, data_time: 0.338, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.1340, loss: 2.1340, grad_norm: 6.4783 2020-09-13 04:36:35,677 - mmaction - INFO - Epoch [18][400/2640] lr: 1.000e-02, eta: 1 day, 3:32:21, time: 0.968, data_time: 0.379, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.1160, loss: 2.1160, grad_norm: 6.3080 2020-09-13 04:36:56,439 - mmaction - INFO - Epoch [18][420/2640] lr: 1.000e-02, eta: 1 day, 3:31:54, time: 1.034, data_time: 0.439, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1110, loss: 2.1110, grad_norm: 6.1544 2020-09-13 04:37:13,624 - mmaction - INFO - Epoch [18][440/2640] lr: 1.000e-02, eta: 1 day, 3:31:21, time: 0.864, data_time: 0.212, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.0584, loss: 2.0584, grad_norm: 6.1171 2020-09-13 04:37:33,280 - mmaction - INFO - Epoch [18][460/2640] lr: 1.000e-02, eta: 1 day, 3:30:52, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1154, loss: 2.1154, grad_norm: 6.3617 2020-09-13 04:37:53,063 - mmaction - INFO - Epoch [18][480/2640] lr: 1.000e-02, eta: 1 day, 3:30:23, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0512, loss: 2.0512, grad_norm: 6.2967 2020-09-13 04:38:12,080 - mmaction - INFO - Epoch [18][500/2640] lr: 1.000e-02, eta: 1 day, 3:29:53, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7266, loss_cls: 2.1921, loss: 2.1921, grad_norm: 6.2813 2020-09-13 04:38:32,361 - mmaction - INFO - Epoch [18][520/2640] lr: 1.000e-02, eta: 1 day, 3:29:25, time: 1.017, data_time: 0.007, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.0738, loss: 2.0738, grad_norm: 6.3306 2020-09-13 04:38:52,398 - mmaction - INFO - Epoch [18][540/2640] lr: 1.000e-02, eta: 1 day, 3:28:57, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7734, loss_cls: 2.0232, loss: 2.0232, grad_norm: 6.5911 2020-09-13 04:39:10,898 - mmaction - INFO - Epoch [18][560/2640] lr: 1.000e-02, eta: 1 day, 3:28:26, time: 0.926, data_time: 0.007, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7516, loss_cls: 2.0795, loss: 2.0795, grad_norm: 6.1633 2020-09-13 04:39:30,139 - mmaction - INFO - Epoch [18][580/2640] lr: 1.000e-02, eta: 1 day, 3:27:56, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7727, loss_cls: 2.0120, loss: 2.0120, grad_norm: 6.2580 2020-09-13 04:39:50,091 - mmaction - INFO - Epoch [18][600/2640] lr: 1.000e-02, eta: 1 day, 3:27:27, time: 1.001, data_time: 0.086, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1550, loss: 2.1550, grad_norm: 6.3825 2020-09-13 04:40:10,340 - mmaction - INFO - Epoch [18][620/2640] lr: 1.000e-02, eta: 1 day, 3:27:00, time: 1.011, data_time: 0.091, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.0721 2020-09-13 04:40:30,119 - mmaction - INFO - Epoch [18][640/2640] lr: 1.000e-02, eta: 1 day, 3:26:31, time: 0.990, data_time: 0.003, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7414, loss_cls: 2.1234, loss: 2.1234, grad_norm: 6.0634 2020-09-13 04:40:50,260 - mmaction - INFO - Epoch [18][660/2640] lr: 1.000e-02, eta: 1 day, 3:26:03, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7719, loss_cls: 2.1013, loss: 2.1013, grad_norm: 6.2202 2020-09-13 04:41:10,219 - mmaction - INFO - Epoch [18][680/2640] lr: 1.000e-02, eta: 1 day, 3:25:35, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7609, loss_cls: 2.0304, loss: 2.0304, grad_norm: 6.1230 2020-09-13 04:41:27,896 - mmaction - INFO - Epoch [18][700/2640] lr: 1.000e-02, eta: 1 day, 3:25:02, time: 0.879, data_time: 0.016, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.1730, loss: 2.1730, grad_norm: 6.1977 2020-09-13 04:41:48,669 - mmaction - INFO - Epoch [18][720/2640] lr: 1.000e-02, eta: 1 day, 3:24:35, time: 1.044, data_time: 0.271, memory: 7069, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0036, loss: 2.0036, grad_norm: 6.2136 2020-09-13 04:42:08,014 - mmaction - INFO - Epoch [18][740/2640] lr: 1.000e-02, eta: 1 day, 3:24:06, time: 0.960, data_time: 0.200, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 2.0175, loss: 2.0175, grad_norm: 6.1707 2020-09-13 04:42:27,076 - mmaction - INFO - Epoch [18][760/2640] lr: 1.000e-02, eta: 1 day, 3:23:36, time: 0.959, data_time: 0.133, memory: 7069, top1_acc: 0.5086, top5_acc: 0.7727, loss_cls: 2.0306, loss: 2.0306, grad_norm: 6.3940 2020-09-13 04:42:47,403 - mmaction - INFO - Epoch [18][780/2640] lr: 1.000e-02, eta: 1 day, 3:23:08, time: 1.017, data_time: 0.043, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7531, loss_cls: 2.0664, loss: 2.0664, grad_norm: 6.3011 2020-09-13 04:43:07,753 - mmaction - INFO - Epoch [18][800/2640] lr: 1.000e-02, eta: 1 day, 3:22:41, time: 1.017, data_time: 0.003, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1050, loss: 2.1050, grad_norm: 6.4813 2020-09-13 04:43:28,086 - mmaction - INFO - Epoch [18][820/2640] lr: 1.000e-02, eta: 1 day, 3:22:13, time: 1.017, data_time: 0.008, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7477, loss_cls: 2.1007, loss: 2.1007, grad_norm: 6.4686 2020-09-13 04:43:45,938 - mmaction - INFO - Epoch [18][840/2640] lr: 1.000e-02, eta: 1 day, 3:21:41, time: 0.887, data_time: 0.006, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7375, loss_cls: 2.1979, loss: 2.1979, grad_norm: 6.2915 2020-09-13 04:44:06,929 - mmaction - INFO - Epoch [18][860/2640] lr: 1.000e-02, eta: 1 day, 3:21:15, time: 1.055, data_time: 0.009, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.1789, loss: 2.1789, grad_norm: 6.2070 2020-09-13 04:44:24,545 - mmaction - INFO - Epoch [18][880/2640] lr: 1.000e-02, eta: 1 day, 3:20:42, time: 0.878, data_time: 0.007, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1332, loss: 2.1332, grad_norm: 6.3295 2020-09-13 04:44:44,087 - mmaction - INFO - Epoch [18][900/2640] lr: 1.000e-02, eta: 1 day, 3:20:13, time: 0.981, data_time: 0.025, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7648, loss_cls: 2.0717, loss: 2.0717, grad_norm: 6.5651 2020-09-13 04:45:04,173 - mmaction - INFO - Epoch [18][920/2640] lr: 1.000e-02, eta: 1 day, 3:19:45, time: 1.004, data_time: 0.010, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.4036 2020-09-13 04:45:23,042 - mmaction - INFO - Epoch [18][940/2640] lr: 1.000e-02, eta: 1 day, 3:19:15, time: 0.942, data_time: 0.002, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7539, loss_cls: 2.0837, loss: 2.0837, grad_norm: 5.9410 2020-09-13 04:45:44,470 - mmaction - INFO - Epoch [18][960/2640] lr: 1.000e-02, eta: 1 day, 3:18:49, time: 1.067, data_time: 0.008, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7484, loss_cls: 2.1617, loss: 2.1617, grad_norm: 6.5059 2020-09-13 04:46:03,169 - mmaction - INFO - Epoch [18][980/2640] lr: 1.000e-02, eta: 1 day, 3:18:19, time: 0.939, data_time: 0.007, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7648, loss_cls: 2.0167, loss: 2.0167, grad_norm: 6.0274 2020-09-13 04:46:22,117 - mmaction - INFO - Epoch [18][1000/2640] lr: 1.000e-02, eta: 1 day, 3:17:49, time: 0.948, data_time: 0.006, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7391, loss_cls: 2.1516, loss: 2.1516, grad_norm: 6.2161 2020-09-13 04:46:42,197 - mmaction - INFO - Epoch [18][1020/2640] lr: 1.000e-02, eta: 1 day, 3:17:20, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7367, loss_cls: 2.2072, loss: 2.2072, grad_norm: 6.2827 2020-09-13 04:47:02,968 - mmaction - INFO - Epoch [18][1040/2640] lr: 1.000e-02, eta: 1 day, 3:16:54, time: 1.044, data_time: 0.009, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.1214, loss: 2.1214, grad_norm: 6.1228 2020-09-13 04:47:22,040 - mmaction - INFO - Epoch [18][1060/2640] lr: 1.000e-02, eta: 1 day, 3:16:24, time: 0.953, data_time: 0.023, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0765, loss: 2.0765, grad_norm: 6.2078 2020-09-13 04:47:41,408 - mmaction - INFO - Epoch [18][1080/2640] lr: 1.000e-02, eta: 1 day, 3:15:55, time: 0.969, data_time: 0.004, memory: 7069, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0356, loss: 2.0356, grad_norm: 6.2665 2020-09-13 04:48:01,353 - mmaction - INFO - Epoch [18][1100/2640] lr: 1.000e-02, eta: 1 day, 3:15:27, time: 0.996, data_time: 0.015, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.1657, loss: 2.1657, grad_norm: 6.3047 2020-09-13 04:48:19,701 - mmaction - INFO - Epoch [18][1120/2640] lr: 1.000e-02, eta: 1 day, 3:14:55, time: 0.918, data_time: 0.004, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7625, loss_cls: 2.0464, loss: 2.0464, grad_norm: 6.0605 2020-09-13 04:48:40,055 - mmaction - INFO - Epoch [18][1140/2640] lr: 1.000e-02, eta: 1 day, 3:14:28, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.8956 2020-09-13 04:48:59,175 - mmaction - INFO - Epoch [18][1160/2640] lr: 1.000e-02, eta: 1 day, 3:13:58, time: 0.961, data_time: 0.008, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7633, loss_cls: 2.0432, loss: 2.0432, grad_norm: 6.1325 2020-09-13 04:49:19,015 - mmaction - INFO - Epoch [18][1180/2640] lr: 1.000e-02, eta: 1 day, 3:13:30, time: 0.986, data_time: 0.006, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7484, loss_cls: 2.1071, loss: 2.1071, grad_norm: 6.3135 2020-09-13 04:49:37,662 - mmaction - INFO - Epoch [18][1200/2640] lr: 1.000e-02, eta: 1 day, 3:12:59, time: 0.939, data_time: 0.009, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0426, loss: 2.0426, grad_norm: 6.3194 2020-09-13 04:49:57,640 - mmaction - INFO - Epoch [18][1220/2640] lr: 1.000e-02, eta: 1 day, 3:12:31, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7562, loss_cls: 2.1135, loss: 2.1135, grad_norm: 6.1654 2020-09-13 04:50:16,730 - mmaction - INFO - Epoch [18][1240/2640] lr: 1.000e-02, eta: 1 day, 3:12:02, time: 0.955, data_time: 0.003, memory: 7069, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0240, loss: 2.0240, grad_norm: 6.2245 2020-09-13 04:50:35,920 - mmaction - INFO - Epoch [18][1260/2640] lr: 1.000e-02, eta: 1 day, 3:11:32, time: 0.959, data_time: 0.022, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7477, loss_cls: 2.1798, loss: 2.1798, grad_norm: 6.1203 2020-09-13 04:50:55,639 - mmaction - INFO - Epoch [18][1280/2640] lr: 1.000e-02, eta: 1 day, 3:11:04, time: 0.987, data_time: 0.180, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7547, loss_cls: 2.1752, loss: 2.1752, grad_norm: 6.2736 2020-09-13 04:51:14,774 - mmaction - INFO - Epoch [18][1300/2640] lr: 1.000e-02, eta: 1 day, 3:10:34, time: 0.954, data_time: 0.245, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7320, loss_cls: 2.1560, loss: 2.1560, grad_norm: 6.0826 2020-09-13 04:51:34,455 - mmaction - INFO - Epoch [18][1320/2640] lr: 1.000e-02, eta: 1 day, 3:10:05, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.0719, loss: 2.0719, grad_norm: 6.0697 2020-09-13 04:51:53,901 - mmaction - INFO - Epoch [18][1340/2640] lr: 1.000e-02, eta: 1 day, 3:09:36, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1151, loss: 2.1151, grad_norm: 6.2840 2020-09-13 04:52:14,144 - mmaction - INFO - Epoch [18][1360/2640] lr: 1.000e-02, eta: 1 day, 3:09:09, time: 1.017, data_time: 0.007, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7586, loss_cls: 2.0788, loss: 2.0788, grad_norm: 6.0966 2020-09-13 04:52:34,190 - mmaction - INFO - Epoch [18][1380/2640] lr: 1.000e-02, eta: 1 day, 3:08:41, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.2715, loss: 2.2715, grad_norm: 6.3292 2020-09-13 04:52:53,118 - mmaction - INFO - Epoch [18][1400/2640] lr: 1.000e-02, eta: 1 day, 3:08:11, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.9224 2020-09-13 04:53:13,837 - mmaction - INFO - Epoch [18][1420/2640] lr: 1.000e-02, eta: 1 day, 3:07:44, time: 1.037, data_time: 0.003, memory: 7069, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0512, loss: 2.0512, grad_norm: 6.2347 2020-09-13 04:53:32,522 - mmaction - INFO - Epoch [18][1440/2640] lr: 1.000e-02, eta: 1 day, 3:07:14, time: 0.929, data_time: 0.005, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7414, loss_cls: 2.1666, loss: 2.1666, grad_norm: 6.4126 2020-09-13 04:53:52,516 - mmaction - INFO - Epoch [18][1460/2640] lr: 1.000e-02, eta: 1 day, 3:06:46, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.0885, loss: 2.0885, grad_norm: 6.5697 2020-09-13 04:54:11,438 - mmaction - INFO - Epoch [18][1480/2640] lr: 1.000e-02, eta: 1 day, 3:06:16, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2075, loss: 2.2075, grad_norm: 6.3845 2020-09-13 04:54:29,034 - mmaction - INFO - Epoch [18][1500/2640] lr: 1.000e-02, eta: 1 day, 3:05:44, time: 0.885, data_time: 0.008, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.8972 2020-09-13 04:54:49,986 - mmaction - INFO - Epoch [18][1520/2640] lr: 1.000e-02, eta: 1 day, 3:05:17, time: 1.048, data_time: 0.005, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7539, loss_cls: 2.1030, loss: 2.1030, grad_norm: 6.2865 2020-09-13 04:55:09,259 - mmaction - INFO - Epoch [18][1540/2640] lr: 1.000e-02, eta: 1 day, 3:04:48, time: 0.963, data_time: 0.004, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.1549, loss: 2.1549, grad_norm: 6.2080 2020-09-13 04:55:29,035 - mmaction - INFO - Epoch [18][1560/2640] lr: 1.000e-02, eta: 1 day, 3:04:20, time: 0.989, data_time: 0.003, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7422, loss_cls: 2.1580, loss: 2.1580, grad_norm: 6.2752 2020-09-13 04:55:49,423 - mmaction - INFO - Epoch [18][1580/2640] lr: 1.000e-02, eta: 1 day, 3:03:53, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7578, loss_cls: 2.1167, loss: 2.1167, grad_norm: 6.2889 2020-09-13 04:56:07,555 - mmaction - INFO - Epoch [18][1600/2640] lr: 1.000e-02, eta: 1 day, 3:03:21, time: 0.901, data_time: 0.040, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.1700, loss: 2.1700, grad_norm: 6.3813 2020-09-13 04:56:27,554 - mmaction - INFO - Epoch [18][1620/2640] lr: 1.000e-02, eta: 1 day, 3:02:53, time: 1.005, data_time: 0.135, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7438, loss_cls: 2.1239, loss: 2.1239, grad_norm: 6.1959 2020-09-13 04:56:47,786 - mmaction - INFO - Epoch [18][1640/2640] lr: 1.000e-02, eta: 1 day, 3:02:26, time: 1.005, data_time: 0.105, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.1274, loss: 2.1274, grad_norm: 6.0994 2020-09-13 04:57:06,906 - mmaction - INFO - Epoch [18][1660/2640] lr: 1.000e-02, eta: 1 day, 3:01:56, time: 0.961, data_time: 0.020, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.0446, loss: 2.0446, grad_norm: 6.0904 2020-09-13 04:57:26,034 - mmaction - INFO - Epoch [18][1680/2640] lr: 1.000e-02, eta: 1 day, 3:01:27, time: 0.955, data_time: 0.118, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 1.9802, loss: 1.9802, grad_norm: 6.0802 2020-09-13 04:57:45,564 - mmaction - INFO - Epoch [18][1700/2640] lr: 1.000e-02, eta: 1 day, 3:00:58, time: 0.978, data_time: 0.051, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7477, loss_cls: 2.0943, loss: 2.0943, grad_norm: 6.2542 2020-09-13 04:58:04,503 - mmaction - INFO - Epoch [18][1720/2640] lr: 1.000e-02, eta: 1 day, 3:00:28, time: 0.943, data_time: 0.195, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.1702, loss: 2.1702, grad_norm: 6.1788 2020-09-13 04:58:24,795 - mmaction - INFO - Epoch [18][1740/2640] lr: 1.000e-02, eta: 1 day, 3:00:01, time: 1.020, data_time: 0.278, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7633, loss_cls: 2.0560, loss: 2.0560, grad_norm: 6.1007 2020-09-13 04:58:43,035 - mmaction - INFO - Epoch [18][1760/2640] lr: 1.000e-02, eta: 1 day, 2:59:30, time: 0.911, data_time: 0.007, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7664, loss_cls: 2.0838, loss: 2.0838, grad_norm: 6.2843 2020-09-13 04:59:03,389 - mmaction - INFO - Epoch [18][1780/2640] lr: 1.000e-02, eta: 1 day, 2:59:03, time: 1.017, data_time: 0.011, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7406, loss_cls: 2.1036, loss: 2.1036, grad_norm: 6.4990 2020-09-13 04:59:22,193 - mmaction - INFO - Epoch [18][1800/2640] lr: 1.000e-02, eta: 1 day, 2:58:33, time: 0.937, data_time: 0.008, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.1736, loss: 2.1736, grad_norm: 6.1460 2020-09-13 04:59:41,941 - mmaction - INFO - Epoch [18][1820/2640] lr: 1.000e-02, eta: 1 day, 2:58:05, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.1585, loss: 2.1585, grad_norm: 6.1970 2020-09-13 05:00:00,617 - mmaction - INFO - Epoch [18][1840/2640] lr: 1.000e-02, eta: 1 day, 2:57:34, time: 0.931, data_time: 0.007, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.8072 2020-09-13 05:00:20,998 - mmaction - INFO - Epoch [18][1860/2640] lr: 1.000e-02, eta: 1 day, 2:57:06, time: 0.998, data_time: 0.015, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1508, loss: 2.1508, grad_norm: 6.4548 2020-09-13 05:00:41,264 - mmaction - INFO - Epoch [18][1880/2640] lr: 1.000e-02, eta: 1 day, 2:56:39, time: 1.014, data_time: 0.204, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.0952, loss: 2.0952, grad_norm: 6.2185 2020-09-13 05:01:00,603 - mmaction - INFO - Epoch [18][1900/2640] lr: 1.000e-02, eta: 1 day, 2:56:11, time: 0.989, data_time: 0.251, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7547, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.9665 2020-09-13 05:01:21,565 - mmaction - INFO - Epoch [18][1920/2640] lr: 1.000e-02, eta: 1 day, 2:55:45, time: 1.046, data_time: 0.104, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7586, loss_cls: 2.0184, loss: 2.0184, grad_norm: 6.1837 2020-09-13 05:01:39,523 - mmaction - INFO - Epoch [18][1940/2640] lr: 1.000e-02, eta: 1 day, 2:55:14, time: 0.900, data_time: 0.007, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7562, loss_cls: 2.0632, loss: 2.0632, grad_norm: 6.1565 2020-09-13 05:01:58,847 - mmaction - INFO - Epoch [18][1960/2640] lr: 1.000e-02, eta: 1 day, 2:54:44, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.4617, top5_acc: 0.7344, loss_cls: 2.1690, loss: 2.1690, grad_norm: 6.4158 2020-09-13 05:02:17,962 - mmaction - INFO - Epoch [18][1980/2640] lr: 1.000e-02, eta: 1 day, 2:54:15, time: 0.960, data_time: 0.132, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.1770, loss: 2.1770, grad_norm: 6.3710 2020-09-13 05:02:38,150 - mmaction - INFO - Epoch [18][2000/2640] lr: 1.000e-02, eta: 1 day, 2:53:48, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.0581, loss: 2.0581, grad_norm: 6.0296 2020-09-13 05:02:56,985 - mmaction - INFO - Epoch [18][2020/2640] lr: 1.000e-02, eta: 1 day, 2:53:18, time: 0.944, data_time: 0.008, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.9779 2020-09-13 05:03:16,950 - mmaction - INFO - Epoch [18][2040/2640] lr: 1.000e-02, eta: 1 day, 2:52:50, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.0872, loss: 2.0872, grad_norm: 6.1959 2020-09-13 05:03:35,002 - mmaction - INFO - Epoch [18][2060/2640] lr: 1.000e-02, eta: 1 day, 2:52:19, time: 0.907, data_time: 0.007, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7586, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.9866 2020-09-13 05:03:55,921 - mmaction - INFO - Epoch [18][2080/2640] lr: 1.000e-02, eta: 1 day, 2:51:53, time: 1.041, data_time: 0.006, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.9131 2020-09-13 05:04:13,811 - mmaction - INFO - Epoch [18][2100/2640] lr: 1.000e-02, eta: 1 day, 2:51:21, time: 0.900, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2146, loss: 2.2146, grad_norm: 6.2641 2020-09-13 05:04:33,202 - mmaction - INFO - Epoch [18][2120/2640] lr: 1.000e-02, eta: 1 day, 2:50:52, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7516, loss_cls: 2.1103, loss: 2.1103, grad_norm: 6.3005 2020-09-13 05:04:52,938 - mmaction - INFO - Epoch [18][2140/2640] lr: 1.000e-02, eta: 1 day, 2:50:24, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.4562, top5_acc: 0.7359, loss_cls: 2.1834, loss: 2.1834, grad_norm: 6.2997 2020-09-13 05:05:13,402 - mmaction - INFO - Epoch [18][2160/2640] lr: 1.000e-02, eta: 1 day, 2:49:57, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.0596, loss: 2.0596, grad_norm: 6.1242 2020-09-13 05:05:33,919 - mmaction - INFO - Epoch [18][2180/2640] lr: 1.000e-02, eta: 1 day, 2:49:31, time: 1.031, data_time: 0.009, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1274, loss: 2.1274, grad_norm: 6.2938 2020-09-13 05:05:51,859 - mmaction - INFO - Epoch [18][2200/2640] lr: 1.000e-02, eta: 1 day, 2:48:59, time: 0.895, data_time: 0.007, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.1798, loss: 2.1798, grad_norm: 6.3095 2020-09-13 05:06:12,754 - mmaction - INFO - Epoch [18][2220/2640] lr: 1.000e-02, eta: 1 day, 2:48:33, time: 1.046, data_time: 0.007, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7641, loss_cls: 2.0804, loss: 2.0804, grad_norm: 6.1987 2020-09-13 05:06:30,231 - mmaction - INFO - Epoch [18][2240/2640] lr: 1.000e-02, eta: 1 day, 2:48:01, time: 0.871, data_time: 0.007, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.2193 2020-09-13 05:06:51,047 - mmaction - INFO - Epoch [18][2260/2640] lr: 1.000e-02, eta: 1 day, 2:47:35, time: 1.044, data_time: 0.007, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.0870, loss: 2.0870, grad_norm: 6.0038 2020-09-13 05:07:10,939 - mmaction - INFO - Epoch [18][2280/2640] lr: 1.000e-02, eta: 1 day, 2:47:07, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1035, loss: 2.1035, grad_norm: 6.1481 2020-09-13 05:07:29,201 - mmaction - INFO - Epoch [18][2300/2640] lr: 1.000e-02, eta: 1 day, 2:46:36, time: 0.919, data_time: 0.113, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7641, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.1512 2020-09-13 05:07:49,271 - mmaction - INFO - Epoch [18][2320/2640] lr: 1.000e-02, eta: 1 day, 2:46:09, time: 1.002, data_time: 0.050, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7648, loss_cls: 2.0668, loss: 2.0668, grad_norm: 6.1253 2020-09-13 05:08:08,556 - mmaction - INFO - Epoch [18][2340/2640] lr: 1.000e-02, eta: 1 day, 2:45:40, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7523, loss_cls: 2.0983, loss: 2.0983, grad_norm: 6.1461 2020-09-13 05:08:28,520 - mmaction - INFO - Epoch [18][2360/2640] lr: 1.000e-02, eta: 1 day, 2:45:12, time: 0.994, data_time: 0.005, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.9059 2020-09-13 05:08:48,990 - mmaction - INFO - Epoch [18][2380/2640] lr: 1.000e-02, eta: 1 day, 2:44:45, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2154, loss: 2.2154, grad_norm: 6.0697 2020-09-13 05:09:08,326 - mmaction - INFO - Epoch [18][2400/2640] lr: 1.000e-02, eta: 1 day, 2:44:16, time: 0.963, data_time: 0.136, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.9245 2020-09-13 05:09:27,299 - mmaction - INFO - Epoch [18][2420/2640] lr: 1.000e-02, eta: 1 day, 2:43:47, time: 0.953, data_time: 0.008, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.1419, loss: 2.1419, grad_norm: 6.3611 2020-09-13 05:09:47,275 - mmaction - INFO - Epoch [18][2440/2640] lr: 1.000e-02, eta: 1 day, 2:43:19, time: 0.999, data_time: 0.013, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.8217 2020-09-13 05:10:06,859 - mmaction - INFO - Epoch [18][2460/2640] lr: 1.000e-02, eta: 1 day, 2:42:51, time: 0.979, data_time: 0.003, memory: 7069, top1_acc: 0.4758, top5_acc: 0.7461, loss_cls: 2.1436, loss: 2.1436, grad_norm: 6.1394 2020-09-13 05:10:25,343 - mmaction - INFO - Epoch [18][2480/2640] lr: 1.000e-02, eta: 1 day, 2:42:21, time: 0.925, data_time: 0.003, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.8707 2020-09-13 05:10:45,733 - mmaction - INFO - Epoch [18][2500/2640] lr: 1.000e-02, eta: 1 day, 2:41:54, time: 1.018, data_time: 0.267, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7500, loss_cls: 2.1170, loss: 2.1170, grad_norm: 6.1732 2020-09-13 05:11:03,836 - mmaction - INFO - Epoch [18][2520/2640] lr: 1.000e-02, eta: 1 day, 2:41:23, time: 0.905, data_time: 0.303, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.8421 2020-09-13 05:11:23,491 - mmaction - INFO - Epoch [18][2540/2640] lr: 1.000e-02, eta: 1 day, 2:40:55, time: 0.978, data_time: 0.382, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7523, loss_cls: 2.0837, loss: 2.0837, grad_norm: 6.1565 2020-09-13 05:11:43,070 - mmaction - INFO - Epoch [18][2560/2640] lr: 1.000e-02, eta: 1 day, 2:40:27, time: 0.985, data_time: 0.319, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7367, loss_cls: 2.1910, loss: 2.1910, grad_norm: 6.1611 2020-09-13 05:12:02,807 - mmaction - INFO - Epoch [18][2580/2640] lr: 1.000e-02, eta: 1 day, 2:39:58, time: 0.981, data_time: 0.338, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7477, loss_cls: 2.2368, loss: 2.2368, grad_norm: 6.2892 2020-09-13 05:12:23,779 - mmaction - INFO - Epoch [18][2600/2640] lr: 1.000e-02, eta: 1 day, 2:39:33, time: 1.054, data_time: 0.453, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1225, loss: 2.1225, grad_norm: 6.1409 2020-09-13 05:12:43,122 - mmaction - INFO - Epoch [18][2620/2640] lr: 1.000e-02, eta: 1 day, 2:39:04, time: 0.966, data_time: 0.357, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.1302, loss: 2.1302, grad_norm: 6.0048 2020-09-13 05:13:00,569 - mmaction - INFO - Epoch [18][2640/2640] lr: 1.000e-02, eta: 1 day, 2:38:32, time: 0.874, data_time: 0.004, memory: 7069, top1_acc: 0.4629, top5_acc: 0.7210, loss_cls: 2.2232, loss: 2.2232, grad_norm: 6.2001 2020-09-13 05:13:17,796 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-09-13 05:19:54,798 - mmaction - INFO - Epoch [19][20/2640] lr: 1.000e-02, eta: 1 day, 2:49:13, time: 19.807, data_time: 18.884, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7672, loss_cls: 2.0452, loss: 2.0452, grad_norm: 6.1256 2020-09-13 05:20:14,491 - mmaction - INFO - Epoch [19][40/2640] lr: 1.000e-02, eta: 1 day, 2:48:44, time: 0.989, data_time: 0.019, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7609, loss_cls: 2.0588, loss: 2.0588, grad_norm: 6.2477 2020-09-13 05:20:35,371 - mmaction - INFO - Epoch [19][60/2640] lr: 1.000e-02, eta: 1 day, 2:48:18, time: 1.050, data_time: 0.121, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7695, loss_cls: 2.0443, loss: 2.0443, grad_norm: 6.0606 2020-09-13 05:20:56,043 - mmaction - INFO - Epoch [19][80/2640] lr: 1.000e-02, eta: 1 day, 2:47:51, time: 1.032, data_time: 0.431, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1128, loss: 2.1128, grad_norm: 6.4074 2020-09-13 05:21:14,347 - mmaction - INFO - Epoch [19][100/2640] lr: 1.000e-02, eta: 1 day, 2:47:21, time: 0.918, data_time: 0.335, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.1975, loss: 2.1975, grad_norm: 6.1731 2020-09-13 05:21:34,816 - mmaction - INFO - Epoch [19][120/2640] lr: 1.000e-02, eta: 1 day, 2:46:53, time: 1.020, data_time: 0.439, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7648, loss_cls: 2.0523, loss: 2.0523, grad_norm: 6.0604 2020-09-13 05:21:54,936 - mmaction - INFO - Epoch [19][140/2640] lr: 1.000e-02, eta: 1 day, 2:46:26, time: 1.010, data_time: 0.114, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7656, loss_cls: 2.0256, loss: 2.0256, grad_norm: 6.0870 2020-09-13 05:22:14,065 - mmaction - INFO - Epoch [19][160/2640] lr: 1.000e-02, eta: 1 day, 2:45:56, time: 0.953, data_time: 0.030, memory: 7069, top1_acc: 0.5148, top5_acc: 0.7727, loss_cls: 2.0109, loss: 2.0109, grad_norm: 6.1929 2020-09-13 05:22:33,965 - mmaction - INFO - Epoch [19][180/2640] lr: 1.000e-02, eta: 1 day, 2:45:28, time: 0.998, data_time: 0.306, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7492, loss_cls: 2.1591, loss: 2.1591, grad_norm: 6.3005 2020-09-13 05:22:52,844 - mmaction - INFO - Epoch [19][200/2640] lr: 1.000e-02, eta: 1 day, 2:44:58, time: 0.938, data_time: 0.140, memory: 7069, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.0327, loss: 2.0327, grad_norm: 6.1336 2020-09-13 05:23:12,022 - mmaction - INFO - Epoch [19][220/2640] lr: 1.000e-02, eta: 1 day, 2:44:29, time: 0.964, data_time: 0.013, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7633, loss_cls: 2.0582, loss: 2.0582, grad_norm: 6.2321 2020-09-13 05:23:31,515 - mmaction - INFO - Epoch [19][240/2640] lr: 1.000e-02, eta: 1 day, 2:44:00, time: 0.975, data_time: 0.033, memory: 7069, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0266, loss: 2.0266, grad_norm: 6.2481 2020-09-13 05:23:52,322 - mmaction - INFO - Epoch [19][260/2640] lr: 1.000e-02, eta: 1 day, 2:43:34, time: 1.040, data_time: 0.006, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7625, loss_cls: 2.0117, loss: 2.0117, grad_norm: 6.2058 2020-09-13 05:24:10,830 - mmaction - INFO - Epoch [19][280/2640] lr: 1.000e-02, eta: 1 day, 2:43:03, time: 0.923, data_time: 0.009, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7594, loss_cls: 2.0204, loss: 2.0204, grad_norm: 6.0164 2020-09-13 05:24:30,895 - mmaction - INFO - Epoch [19][300/2640] lr: 1.000e-02, eta: 1 day, 2:42:36, time: 1.007, data_time: 0.008, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7648, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.3527 2020-09-13 05:24:49,763 - mmaction - INFO - Epoch [19][320/2640] lr: 1.000e-02, eta: 1 day, 2:42:06, time: 0.938, data_time: 0.006, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7727, loss_cls: 1.9738, loss: 1.9738, grad_norm: 6.3354 2020-09-13 05:25:08,209 - mmaction - INFO - Epoch [19][340/2640] lr: 1.000e-02, eta: 1 day, 2:41:35, time: 0.926, data_time: 0.008, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7562, loss_cls: 2.0732, loss: 2.0732, grad_norm: 6.2960 2020-09-13 05:25:27,995 - mmaction - INFO - Epoch [19][360/2640] lr: 1.000e-02, eta: 1 day, 2:41:07, time: 0.991, data_time: 0.112, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7719, loss_cls: 2.0822, loss: 2.0822, grad_norm: 6.3832 2020-09-13 05:25:48,539 - mmaction - INFO - Epoch [19][380/2640] lr: 1.000e-02, eta: 1 day, 2:40:40, time: 1.027, data_time: 0.005, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.1699, loss: 2.1699, grad_norm: 6.0937 2020-09-13 05:26:08,208 - mmaction - INFO - Epoch [19][400/2640] lr: 1.000e-02, eta: 1 day, 2:40:12, time: 0.983, data_time: 0.003, memory: 7069, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0105, loss: 2.0105, grad_norm: 6.1983 2020-09-13 05:26:28,532 - mmaction - INFO - Epoch [19][420/2640] lr: 1.000e-02, eta: 1 day, 2:39:44, time: 1.017, data_time: 0.003, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1050, loss: 2.1050, grad_norm: 6.1129 2020-09-13 05:26:46,942 - mmaction - INFO - Epoch [19][440/2640] lr: 1.000e-02, eta: 1 day, 2:39:14, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1205, loss: 2.1205, grad_norm: 6.0932 2020-09-13 05:27:07,243 - mmaction - INFO - Epoch [19][460/2640] lr: 1.000e-02, eta: 1 day, 2:38:47, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7445, loss_cls: 2.1167, loss: 2.1167, grad_norm: 6.1922 2020-09-13 05:27:28,352 - mmaction - INFO - Epoch [19][480/2640] lr: 1.000e-02, eta: 1 day, 2:38:21, time: 1.051, data_time: 0.006, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0695, loss: 2.0695, grad_norm: 6.2078 2020-09-13 05:27:45,660 - mmaction - INFO - Epoch [19][500/2640] lr: 1.000e-02, eta: 1 day, 2:37:48, time: 0.870, data_time: 0.007, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7414, loss_cls: 2.1395, loss: 2.1395, grad_norm: 6.2848 2020-09-13 05:28:05,841 - mmaction - INFO - Epoch [19][520/2640] lr: 1.000e-02, eta: 1 day, 2:37:21, time: 1.006, data_time: 0.006, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7789, loss_cls: 2.0657, loss: 2.0657, grad_norm: 6.2157 2020-09-13 05:28:26,880 - mmaction - INFO - Epoch [19][540/2640] lr: 1.000e-02, eta: 1 day, 2:36:55, time: 1.055, data_time: 0.006, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7469, loss_cls: 2.1390, loss: 2.1390, grad_norm: 6.3416 2020-09-13 05:28:45,206 - mmaction - INFO - Epoch [19][560/2640] lr: 1.000e-02, eta: 1 day, 2:36:24, time: 0.909, data_time: 0.004, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7562, loss_cls: 2.0965, loss: 2.0965, grad_norm: 6.2230 2020-09-13 05:29:04,104 - mmaction - INFO - Epoch [19][580/2640] lr: 1.000e-02, eta: 1 day, 2:35:54, time: 0.952, data_time: 0.010, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7492, loss_cls: 2.0920, loss: 2.0920, grad_norm: 6.1432 2020-09-13 05:29:24,756 - mmaction - INFO - Epoch [19][600/2640] lr: 1.000e-02, eta: 1 day, 2:35:28, time: 1.031, data_time: 0.012, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7445, loss_cls: 2.1493, loss: 2.1493, grad_norm: 6.3819 2020-09-13 05:29:44,123 - mmaction - INFO - Epoch [19][620/2640] lr: 1.000e-02, eta: 1 day, 2:34:59, time: 0.970, data_time: 0.008, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.0347, loss: 2.0347, grad_norm: 6.0615 2020-09-13 05:30:02,773 - mmaction - INFO - Epoch [19][640/2640] lr: 1.000e-02, eta: 1 day, 2:34:29, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.1146, loss: 2.1146, grad_norm: 6.2152 2020-09-13 05:30:22,317 - mmaction - INFO - Epoch [19][660/2640] lr: 1.000e-02, eta: 1 day, 2:34:00, time: 0.978, data_time: 0.003, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7578, loss_cls: 2.0770, loss: 2.0770, grad_norm: 6.2297 2020-09-13 05:30:41,439 - mmaction - INFO - Epoch [19][680/2640] lr: 1.000e-02, eta: 1 day, 2:33:31, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7484, loss_cls: 2.0871, loss: 2.0871, grad_norm: 6.0716 2020-09-13 05:30:59,558 - mmaction - INFO - Epoch [19][700/2640] lr: 1.000e-02, eta: 1 day, 2:33:00, time: 0.900, data_time: 0.008, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7578, loss_cls: 2.1161, loss: 2.1161, grad_norm: 6.0677 2020-09-13 05:31:19,323 - mmaction - INFO - Epoch [19][720/2640] lr: 1.000e-02, eta: 1 day, 2:32:32, time: 0.993, data_time: 0.030, memory: 7069, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.1957, loss: 2.1957, grad_norm: 6.3278 2020-09-13 05:31:38,153 - mmaction - INFO - Epoch [19][740/2640] lr: 1.000e-02, eta: 1 day, 2:32:02, time: 0.941, data_time: 0.030, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.1731 2020-09-13 05:31:58,974 - mmaction - INFO - Epoch [19][760/2640] lr: 1.000e-02, eta: 1 day, 2:31:36, time: 1.039, data_time: 0.387, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.0527, loss: 2.0527, grad_norm: 6.1758 2020-09-13 05:32:17,322 - mmaction - INFO - Epoch [19][780/2640] lr: 1.000e-02, eta: 1 day, 2:31:05, time: 0.920, data_time: 0.326, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7617, loss_cls: 2.0559, loss: 2.0559, grad_norm: 6.3894 2020-09-13 05:32:38,651 - mmaction - INFO - Epoch [19][800/2640] lr: 1.000e-02, eta: 1 day, 2:30:40, time: 1.066, data_time: 0.466, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7555, loss_cls: 2.1111, loss: 2.1111, grad_norm: 6.3846 2020-09-13 05:32:58,410 - mmaction - INFO - Epoch [19][820/2640] lr: 1.000e-02, eta: 1 day, 2:30:12, time: 0.987, data_time: 0.395, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7531, loss_cls: 2.1290, loss: 2.1290, grad_norm: 6.0150 2020-09-13 05:33:16,790 - mmaction - INFO - Epoch [19][840/2640] lr: 1.000e-02, eta: 1 day, 2:29:41, time: 0.920, data_time: 0.257, memory: 7069, top1_acc: 0.5102, top5_acc: 0.7727, loss_cls: 1.9737, loss: 1.9737, grad_norm: 6.1481 2020-09-13 05:33:35,394 - mmaction - INFO - Epoch [19][860/2640] lr: 1.000e-02, eta: 1 day, 2:29:11, time: 0.931, data_time: 0.149, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.1214, loss: 2.1214, grad_norm: 6.2940 2020-09-13 05:33:57,330 - mmaction - INFO - Epoch [19][880/2640] lr: 1.000e-02, eta: 1 day, 2:28:47, time: 1.092, data_time: 0.006, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0828, loss: 2.0828, grad_norm: 6.2765 2020-09-13 05:34:17,189 - mmaction - INFO - Epoch [19][900/2640] lr: 1.000e-02, eta: 1 day, 2:28:19, time: 0.997, data_time: 0.264, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7445, loss_cls: 2.1315, loss: 2.1315, grad_norm: 6.5409 2020-09-13 05:34:35,016 - mmaction - INFO - Epoch [19][920/2640] lr: 1.000e-02, eta: 1 day, 2:27:48, time: 0.892, data_time: 0.244, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.1676, loss: 2.1676, grad_norm: 6.1436 2020-09-13 05:34:54,931 - mmaction - INFO - Epoch [19][940/2640] lr: 1.000e-02, eta: 1 day, 2:27:20, time: 0.989, data_time: 0.005, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.0831, loss: 2.0831, grad_norm: 6.1253 2020-09-13 05:35:14,641 - mmaction - INFO - Epoch [19][960/2640] lr: 1.000e-02, eta: 1 day, 2:26:52, time: 0.992, data_time: 0.010, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.0491 2020-09-13 05:35:33,494 - mmaction - INFO - Epoch [19][980/2640] lr: 1.000e-02, eta: 1 day, 2:26:22, time: 0.937, data_time: 0.007, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7539, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.9842 2020-09-13 05:35:52,048 - mmaction - INFO - Epoch [19][1000/2640] lr: 1.000e-02, eta: 1 day, 2:25:52, time: 0.933, data_time: 0.009, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7641, loss_cls: 2.0287, loss: 2.0287, grad_norm: 6.3406 2020-09-13 05:36:12,495 - mmaction - INFO - Epoch [19][1020/2640] lr: 1.000e-02, eta: 1 day, 2:25:25, time: 1.016, data_time: 0.006, memory: 7069, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.0728, loss: 2.0728, grad_norm: 6.0777 2020-09-13 05:36:31,216 - mmaction - INFO - Epoch [19][1040/2640] lr: 1.000e-02, eta: 1 day, 2:24:56, time: 0.942, data_time: 0.010, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7633, loss_cls: 2.0742, loss: 2.0742, grad_norm: 6.2238 2020-09-13 05:36:52,344 - mmaction - INFO - Epoch [19][1060/2640] lr: 1.000e-02, eta: 1 day, 2:24:30, time: 1.056, data_time: 0.007, memory: 7069, top1_acc: 0.4672, top5_acc: 0.7656, loss_cls: 2.0912, loss: 2.0912, grad_norm: 6.3702 2020-09-13 05:37:11,224 - mmaction - INFO - Epoch [19][1080/2640] lr: 1.000e-02, eta: 1 day, 2:24:00, time: 0.944, data_time: 0.003, memory: 7069, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.9751 2020-09-13 05:37:30,972 - mmaction - INFO - Epoch [19][1100/2640] lr: 1.000e-02, eta: 1 day, 2:23:32, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.3215 2020-09-13 05:37:50,306 - mmaction - INFO - Epoch [19][1120/2640] lr: 1.000e-02, eta: 1 day, 2:23:04, time: 0.973, data_time: 0.009, memory: 7069, top1_acc: 0.4742, top5_acc: 0.7562, loss_cls: 2.0585, loss: 2.0585, grad_norm: 6.1708 2020-09-13 05:38:09,295 - mmaction - INFO - Epoch [19][1140/2640] lr: 1.000e-02, eta: 1 day, 2:22:34, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.1483, loss: 2.1483, grad_norm: 6.2123 2020-09-13 05:38:28,692 - mmaction - INFO - Epoch [19][1160/2640] lr: 1.000e-02, eta: 1 day, 2:22:06, time: 0.974, data_time: 0.009, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7477, loss_cls: 2.1257, loss: 2.1257, grad_norm: 6.0946 2020-09-13 05:38:47,235 - mmaction - INFO - Epoch [19][1180/2640] lr: 1.000e-02, eta: 1 day, 2:21:36, time: 0.924, data_time: 0.007, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7570, loss_cls: 2.1015, loss: 2.1015, grad_norm: 6.4693 2020-09-13 05:39:06,224 - mmaction - INFO - Epoch [19][1200/2640] lr: 1.000e-02, eta: 1 day, 2:21:06, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7578, loss_cls: 2.0211, loss: 2.0211, grad_norm: 6.1102 2020-09-13 05:39:26,607 - mmaction - INFO - Epoch [19][1220/2640] lr: 1.000e-02, eta: 1 day, 2:20:39, time: 1.017, data_time: 0.393, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7695, loss_cls: 2.0279, loss: 2.0279, grad_norm: 6.0645 2020-09-13 05:39:45,942 - mmaction - INFO - Epoch [19][1240/2640] lr: 1.000e-02, eta: 1 day, 2:20:11, time: 0.970, data_time: 0.380, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7430, loss_cls: 2.1622, loss: 2.1622, grad_norm: 6.0820 2020-09-13 05:40:05,365 - mmaction - INFO - Epoch [19][1260/2640] lr: 1.000e-02, eta: 1 day, 2:19:42, time: 0.971, data_time: 0.339, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7523, loss_cls: 2.1072, loss: 2.1072, grad_norm: 6.1267 2020-09-13 05:40:26,396 - mmaction - INFO - Epoch [19][1280/2640] lr: 1.000e-02, eta: 1 day, 2:19:17, time: 1.052, data_time: 0.423, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7508, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.9378 2020-09-13 05:40:45,005 - mmaction - INFO - Epoch [19][1300/2640] lr: 1.000e-02, eta: 1 day, 2:18:47, time: 0.926, data_time: 0.330, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7289, loss_cls: 2.2063, loss: 2.2063, grad_norm: 6.2773 2020-09-13 05:41:02,870 - mmaction - INFO - Epoch [19][1320/2640] lr: 1.000e-02, eta: 1 day, 2:18:16, time: 0.897, data_time: 0.268, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7602, loss_cls: 2.0767, loss: 2.0767, grad_norm: 6.1961 2020-09-13 05:41:23,864 - mmaction - INFO - Epoch [19][1340/2640] lr: 1.000e-02, eta: 1 day, 2:17:50, time: 1.046, data_time: 0.103, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0752, loss: 2.0752, grad_norm: 6.2368 2020-09-13 05:41:43,968 - mmaction - INFO - Epoch [19][1360/2640] lr: 1.000e-02, eta: 1 day, 2:17:23, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7523, loss_cls: 2.1225, loss: 2.1225, grad_norm: 6.2422 2020-09-13 05:42:03,352 - mmaction - INFO - Epoch [19][1380/2640] lr: 1.000e-02, eta: 1 day, 2:16:54, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7547, loss_cls: 2.0841, loss: 2.0841, grad_norm: 6.3120 2020-09-13 05:42:24,166 - mmaction - INFO - Epoch [19][1400/2640] lr: 1.000e-02, eta: 1 day, 2:16:28, time: 1.046, data_time: 0.007, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.1218 2020-09-13 05:42:43,024 - mmaction - INFO - Epoch [19][1420/2640] lr: 1.000e-02, eta: 1 day, 2:15:58, time: 0.942, data_time: 0.002, memory: 7069, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1105, loss: 2.1105, grad_norm: 6.4264 2020-09-13 05:43:02,983 - mmaction - INFO - Epoch [19][1440/2640] lr: 1.000e-02, eta: 1 day, 2:15:31, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.0593, loss: 2.0593, grad_norm: 6.0938 2020-09-13 05:43:23,338 - mmaction - INFO - Epoch [19][1460/2640] lr: 1.000e-02, eta: 1 day, 2:15:04, time: 1.017, data_time: 0.004, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.0852, loss: 2.0852, grad_norm: 6.3064 2020-09-13 05:43:42,487 - mmaction - INFO - Epoch [19][1480/2640] lr: 1.000e-02, eta: 1 day, 2:14:35, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1645, loss: 2.1645, grad_norm: 6.4313 2020-09-13 05:44:01,168 - mmaction - INFO - Epoch [19][1500/2640] lr: 1.000e-02, eta: 1 day, 2:14:05, time: 0.937, data_time: 0.079, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7516, loss_cls: 2.1200, loss: 2.1200, grad_norm: 6.5583 2020-09-13 05:44:19,665 - mmaction - INFO - Epoch [19][1520/2640] lr: 1.000e-02, eta: 1 day, 2:13:36, time: 0.926, data_time: 0.037, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7461, loss_cls: 2.0995, loss: 2.0995, grad_norm: 6.3258 2020-09-13 05:44:40,584 - mmaction - INFO - Epoch [19][1540/2640] lr: 1.000e-02, eta: 1 day, 2:13:10, time: 1.045, data_time: 0.002, memory: 7069, top1_acc: 0.5164, top5_acc: 0.7656, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.9973 2020-09-13 05:44:58,782 - mmaction - INFO - Epoch [19][1560/2640] lr: 1.000e-02, eta: 1 day, 2:12:39, time: 0.905, data_time: 0.151, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7531, loss_cls: 2.1500, loss: 2.1500, grad_norm: 6.4331 2020-09-13 05:45:19,391 - mmaction - INFO - Epoch [19][1580/2640] lr: 1.000e-02, eta: 1 day, 2:12:13, time: 1.035, data_time: 0.348, memory: 7069, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9660, loss: 1.9660, grad_norm: 6.2031 2020-09-13 05:45:39,044 - mmaction - INFO - Epoch [19][1600/2640] lr: 1.000e-02, eta: 1 day, 2:11:45, time: 0.980, data_time: 0.092, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7586, loss_cls: 2.0935, loss: 2.0935, grad_norm: 6.5901 2020-09-13 05:45:59,014 - mmaction - INFO - Epoch [19][1620/2640] lr: 1.000e-02, eta: 1 day, 2:11:17, time: 1.002, data_time: 0.113, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7703, loss_cls: 2.0831, loss: 2.0831, grad_norm: 6.2751 2020-09-13 05:46:17,921 - mmaction - INFO - Epoch [19][1640/2640] lr: 1.000e-02, eta: 1 day, 2:10:48, time: 0.941, data_time: 0.158, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7328, loss_cls: 2.1703, loss: 2.1703, grad_norm: 6.2898 2020-09-13 05:46:38,388 - mmaction - INFO - Epoch [19][1660/2640] lr: 1.000e-02, eta: 1 day, 2:10:21, time: 1.028, data_time: 0.331, memory: 7069, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1252, loss: 2.1252, grad_norm: 6.1076 2020-09-13 05:46:57,699 - mmaction - INFO - Epoch [19][1680/2640] lr: 1.000e-02, eta: 1 day, 2:09:53, time: 0.961, data_time: 0.083, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7688, loss_cls: 1.9821, loss: 1.9821, grad_norm: 6.1238 2020-09-13 05:47:15,944 - mmaction - INFO - Epoch [19][1700/2640] lr: 1.000e-02, eta: 1 day, 2:09:23, time: 0.917, data_time: 0.008, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7602, loss_cls: 2.1446, loss: 2.1446, grad_norm: 6.3126 2020-09-13 05:47:35,216 - mmaction - INFO - Epoch [19][1720/2640] lr: 1.000e-02, eta: 1 day, 2:08:54, time: 0.961, data_time: 0.005, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7711, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.1841 2020-09-13 05:47:54,830 - mmaction - INFO - Epoch [19][1740/2640] lr: 1.000e-02, eta: 1 day, 2:08:26, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7531, loss_cls: 2.1163, loss: 2.1163, grad_norm: 6.0006 2020-09-13 05:48:14,918 - mmaction - INFO - Epoch [19][1760/2640] lr: 1.000e-02, eta: 1 day, 2:07:59, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.0754, loss: 2.0754, grad_norm: 6.1966 2020-09-13 05:48:36,139 - mmaction - INFO - Epoch [19][1780/2640] lr: 1.000e-02, eta: 1 day, 2:07:33, time: 1.067, data_time: 0.009, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.0590, loss: 2.0590, grad_norm: 6.1397 2020-09-13 05:48:54,850 - mmaction - INFO - Epoch [19][1800/2640] lr: 1.000e-02, eta: 1 day, 2:07:04, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.0975, loss: 2.0975, grad_norm: 6.1605 2020-09-13 05:49:14,493 - mmaction - INFO - Epoch [19][1820/2640] lr: 1.000e-02, eta: 1 day, 2:06:36, time: 0.987, data_time: 0.204, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.1818, loss: 2.1818, grad_norm: 6.2314 2020-09-13 05:49:34,183 - mmaction - INFO - Epoch [19][1840/2640] lr: 1.000e-02, eta: 1 day, 2:06:08, time: 0.984, data_time: 0.383, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7695, loss_cls: 2.0102, loss: 2.0102, grad_norm: 6.0600 2020-09-13 05:49:53,172 - mmaction - INFO - Epoch [19][1860/2640] lr: 1.000e-02, eta: 1 day, 2:05:39, time: 0.950, data_time: 0.110, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1189, loss: 2.1189, grad_norm: 6.2594 2020-09-13 05:50:11,932 - mmaction - INFO - Epoch [19][1880/2640] lr: 1.000e-02, eta: 1 day, 2:05:10, time: 0.934, data_time: 0.007, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7523, loss_cls: 2.0639, loss: 2.0639, grad_norm: 6.1155 2020-09-13 05:50:30,364 - mmaction - INFO - Epoch [19][1900/2640] lr: 1.000e-02, eta: 1 day, 2:04:40, time: 0.926, data_time: 0.022, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.1282, loss: 2.1282, grad_norm: 6.1984 2020-09-13 05:50:51,510 - mmaction - INFO - Epoch [19][1920/2640] lr: 1.000e-02, eta: 1 day, 2:04:14, time: 1.056, data_time: 0.015, memory: 7069, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0014, loss: 2.0014, grad_norm: 6.1060 2020-09-13 05:51:10,373 - mmaction - INFO - Epoch [19][1940/2640] lr: 1.000e-02, eta: 1 day, 2:03:45, time: 0.943, data_time: 0.003, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.0382, loss: 2.0382, grad_norm: 6.3365 2020-09-13 05:51:30,424 - mmaction - INFO - Epoch [19][1960/2640] lr: 1.000e-02, eta: 1 day, 2:03:18, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7594, loss_cls: 2.0433, loss: 2.0433, grad_norm: 6.3318 2020-09-13 05:51:49,814 - mmaction - INFO - Epoch [19][1980/2640] lr: 1.000e-02, eta: 1 day, 2:02:50, time: 0.971, data_time: 0.004, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.0685, loss: 2.0685, grad_norm: 6.0098 2020-09-13 05:52:08,546 - mmaction - INFO - Epoch [19][2000/2640] lr: 1.000e-02, eta: 1 day, 2:02:20, time: 0.934, data_time: 0.007, memory: 7069, top1_acc: 0.5102, top5_acc: 0.7641, loss_cls: 2.0390, loss: 2.0390, grad_norm: 6.1076 2020-09-13 05:52:28,676 - mmaction - INFO - Epoch [19][2020/2640] lr: 1.000e-02, eta: 1 day, 2:01:53, time: 1.009, data_time: 0.127, memory: 7069, top1_acc: 0.4641, top5_acc: 0.7297, loss_cls: 2.1576, loss: 2.1576, grad_norm: 6.4741 2020-09-13 05:52:49,990 - mmaction - INFO - Epoch [19][2040/2640] lr: 1.000e-02, eta: 1 day, 2:01:28, time: 1.065, data_time: 0.002, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.0644, loss: 2.0644, grad_norm: 6.4699 2020-09-13 05:53:07,081 - mmaction - INFO - Epoch [19][2060/2640] lr: 1.000e-02, eta: 1 day, 2:00:56, time: 0.855, data_time: 0.003, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7469, loss_cls: 2.1360, loss: 2.1360, grad_norm: 6.4451 2020-09-13 05:53:26,495 - mmaction - INFO - Epoch [19][2080/2640] lr: 1.000e-02, eta: 1 day, 2:00:28, time: 0.966, data_time: 0.005, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.1452, loss: 2.1452, grad_norm: 6.2426 2020-09-13 05:53:47,530 - mmaction - INFO - Epoch [19][2100/2640] lr: 1.000e-02, eta: 1 day, 2:00:02, time: 1.056, data_time: 0.008, memory: 7069, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.1846, loss: 2.1846, grad_norm: 6.3001 2020-09-13 05:54:07,178 - mmaction - INFO - Epoch [19][2120/2640] lr: 1.000e-02, eta: 1 day, 1:59:34, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7641, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.1671 2020-09-13 05:54:25,095 - mmaction - INFO - Epoch [19][2140/2640] lr: 1.000e-02, eta: 1 day, 1:59:04, time: 0.889, data_time: 0.007, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.0673, loss: 2.0673, grad_norm: 6.2683 2020-09-13 05:54:45,079 - mmaction - INFO - Epoch [19][2160/2640] lr: 1.000e-02, eta: 1 day, 1:58:36, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2045, loss: 2.2045, grad_norm: 6.4114 2020-09-13 05:55:06,212 - mmaction - INFO - Epoch [19][2180/2640] lr: 1.000e-02, eta: 1 day, 1:58:11, time: 1.057, data_time: 0.044, memory: 7069, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.8916 2020-09-13 05:55:24,876 - mmaction - INFO - Epoch [19][2200/2640] lr: 1.000e-02, eta: 1 day, 1:57:42, time: 0.933, data_time: 0.003, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1078, loss: 2.1078, grad_norm: 6.1581 2020-09-13 05:55:44,821 - mmaction - INFO - Epoch [19][2220/2640] lr: 1.000e-02, eta: 1 day, 1:57:14, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.1285, loss: 2.1285, grad_norm: 6.1024 2020-09-13 05:56:04,706 - mmaction - INFO - Epoch [19][2240/2640] lr: 1.000e-02, eta: 1 day, 1:56:47, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.0362, loss: 2.0362, grad_norm: 6.1322 2020-09-13 05:56:23,074 - mmaction - INFO - Epoch [19][2260/2640] lr: 1.000e-02, eta: 1 day, 1:56:17, time: 0.914, data_time: 0.006, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7453, loss_cls: 2.0630, loss: 2.0630, grad_norm: 6.1806 2020-09-13 05:56:44,478 - mmaction - INFO - Epoch [19][2280/2640] lr: 1.000e-02, eta: 1 day, 1:55:52, time: 1.073, data_time: 0.075, memory: 7069, top1_acc: 0.4828, top5_acc: 0.7555, loss_cls: 2.1169, loss: 2.1169, grad_norm: 6.5277 2020-09-13 05:57:04,507 - mmaction - INFO - Epoch [19][2300/2640] lr: 1.000e-02, eta: 1 day, 1:55:25, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.4680, top5_acc: 0.7453, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.2687 2020-09-13 05:57:23,942 - mmaction - INFO - Epoch [19][2320/2640] lr: 1.000e-02, eta: 1 day, 1:54:57, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7398, loss_cls: 2.1755, loss: 2.1755, grad_norm: 6.1213 2020-09-13 05:57:42,265 - mmaction - INFO - Epoch [19][2340/2640] lr: 1.000e-02, eta: 1 day, 1:54:27, time: 0.912, data_time: 0.005, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0710, loss: 2.0710, grad_norm: 6.1315 2020-09-13 05:58:02,769 - mmaction - INFO - Epoch [19][2360/2640] lr: 1.000e-02, eta: 1 day, 1:54:01, time: 1.029, data_time: 0.008, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7516, loss_cls: 2.1323, loss: 2.1323, grad_norm: 6.2864 2020-09-13 05:58:22,794 - mmaction - INFO - Epoch [19][2380/2640] lr: 1.000e-02, eta: 1 day, 1:53:33, time: 0.998, data_time: 0.005, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7711, loss_cls: 2.0264, loss: 2.0264, grad_norm: 6.0999 2020-09-13 05:58:41,188 - mmaction - INFO - Epoch [19][2400/2640] lr: 1.000e-02, eta: 1 day, 1:53:04, time: 0.923, data_time: 0.007, memory: 7069, top1_acc: 0.4484, top5_acc: 0.7352, loss_cls: 2.2239, loss: 2.2239, grad_norm: 6.4787 2020-09-13 05:58:59,369 - mmaction - INFO - Epoch [19][2420/2640] lr: 1.000e-02, eta: 1 day, 1:52:34, time: 0.905, data_time: 0.049, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1217, loss: 2.1217, grad_norm: 6.2700 2020-09-13 05:59:20,340 - mmaction - INFO - Epoch [19][2440/2640] lr: 1.000e-02, eta: 1 day, 1:52:08, time: 1.051, data_time: 0.067, memory: 7069, top1_acc: 0.4914, top5_acc: 0.7633, loss_cls: 2.0402, loss: 2.0402, grad_norm: 6.1377 2020-09-13 05:59:38,426 - mmaction - INFO - Epoch [19][2460/2640] lr: 1.000e-02, eta: 1 day, 1:51:38, time: 0.900, data_time: 0.056, memory: 7069, top1_acc: 0.4695, top5_acc: 0.7469, loss_cls: 2.1693, loss: 2.1693, grad_norm: 6.3650 2020-09-13 05:59:58,398 - mmaction - INFO - Epoch [19][2480/2640] lr: 1.000e-02, eta: 1 day, 1:51:11, time: 1.004, data_time: 0.025, memory: 7069, top1_acc: 0.4875, top5_acc: 0.7523, loss_cls: 2.1270, loss: 2.1270, grad_norm: 6.0487 2020-09-13 06:00:21,438 - mmaction - INFO - Epoch [19][2500/2640] lr: 1.000e-02, eta: 1 day, 1:50:47, time: 1.116, data_time: 0.007, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.1469, loss: 2.1469, grad_norm: 6.3992 2020-09-13 06:00:42,328 - mmaction - INFO - Epoch [19][2520/2640] lr: 1.000e-02, eta: 1 day, 1:50:22, time: 1.069, data_time: 0.045, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7453, loss_cls: 2.1811, loss: 2.1811, grad_norm: 6.2358 2020-09-13 06:01:01,828 - mmaction - INFO - Epoch [19][2540/2640] lr: 1.000e-02, eta: 1 day, 1:49:55, time: 0.982, data_time: 0.024, memory: 7069, top1_acc: 0.5055, top5_acc: 0.7719, loss_cls: 2.0221, loss: 2.0221, grad_norm: 6.0875 2020-09-13 06:01:22,867 - mmaction - INFO - Epoch [19][2560/2640] lr: 1.000e-02, eta: 1 day, 1:49:29, time: 1.056, data_time: 0.008, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7570, loss_cls: 2.0902, loss: 2.0902, grad_norm: 6.3780 2020-09-13 06:01:41,864 - mmaction - INFO - Epoch [19][2580/2640] lr: 1.000e-02, eta: 1 day, 1:49:01, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7711, loss_cls: 2.0558, loss: 2.0558, grad_norm: 6.2221 2020-09-13 06:02:00,680 - mmaction - INFO - Epoch [19][2600/2640] lr: 1.000e-02, eta: 1 day, 1:48:32, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.5141, top5_acc: 0.7758, loss_cls: 1.9626, loss: 1.9626, grad_norm: 6.0606 2020-09-13 06:02:20,425 - mmaction - INFO - Epoch [19][2620/2640] lr: 1.000e-02, eta: 1 day, 1:48:04, time: 0.983, data_time: 0.052, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7570, loss_cls: 2.0648, loss: 2.0648, grad_norm: 6.4315 2020-09-13 06:02:37,330 - mmaction - INFO - Epoch [19][2640/2640] lr: 1.000e-02, eta: 1 day, 1:47:32, time: 0.851, data_time: 0.008, memory: 7069, top1_acc: 0.4863, top5_acc: 0.7234, loss_cls: 2.1479, loss: 2.1479, grad_norm: 6.1608 2020-09-13 06:02:53,123 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-09-13 06:09:20,724 - mmaction - INFO - Epoch [20][20/2640] lr: 1.000e-02, eta: 1 day, 1:57:01, time: 19.279, data_time: 18.382, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.1389, loss: 2.1389, grad_norm: 6.0763 2020-09-13 06:09:40,305 - mmaction - INFO - Epoch [20][40/2640] lr: 1.000e-02, eta: 1 day, 1:56:33, time: 0.989, data_time: 0.193, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 2.0590, loss: 2.0590, grad_norm: 6.1418 2020-09-13 06:10:00,127 - mmaction - INFO - Epoch [20][60/2640] lr: 1.000e-02, eta: 1 day, 1:56:05, time: 0.991, data_time: 0.265, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7477, loss_cls: 2.1084, loss: 2.1084, grad_norm: 6.2010 2020-09-13 06:10:20,098 - mmaction - INFO - Epoch [20][80/2640] lr: 1.000e-02, eta: 1 day, 1:55:38, time: 0.995, data_time: 0.005, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7547, loss_cls: 2.0722, loss: 2.0722, grad_norm: 6.0644 2020-09-13 06:10:39,804 - mmaction - INFO - Epoch [20][100/2640] lr: 1.000e-02, eta: 1 day, 1:55:10, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.9796 2020-09-13 06:10:59,379 - mmaction - INFO - Epoch [20][120/2640] lr: 1.000e-02, eta: 1 day, 1:54:42, time: 0.974, data_time: 0.007, memory: 7069, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 1.9546, loss: 1.9546, grad_norm: 6.0307 2020-09-13 06:11:18,449 - mmaction - INFO - Epoch [20][140/2640] lr: 1.000e-02, eta: 1 day, 1:54:13, time: 0.959, data_time: 0.009, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.0779, loss: 2.0779, grad_norm: 6.2136 2020-09-13 06:11:37,696 - mmaction - INFO - Epoch [20][160/2640] lr: 1.000e-02, eta: 1 day, 1:53:44, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7758, loss_cls: 2.0002, loss: 2.0002, grad_norm: 6.3278 2020-09-13 06:11:57,945 - mmaction - INFO - Epoch [20][180/2640] lr: 1.000e-02, eta: 1 day, 1:53:17, time: 1.018, data_time: 0.009, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7477, loss_cls: 2.0816, loss: 2.0816, grad_norm: 6.2868 2020-09-13 06:12:16,537 - mmaction - INFO - Epoch [20][200/2640] lr: 1.000e-02, eta: 1 day, 1:52:48, time: 0.926, data_time: 0.048, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 6.2651 2020-09-13 06:12:36,540 - mmaction - INFO - Epoch [20][220/2640] lr: 1.000e-02, eta: 1 day, 1:52:20, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.1415, loss: 2.1415, grad_norm: 6.2386 2020-09-13 06:12:57,169 - mmaction - INFO - Epoch [20][240/2640] lr: 1.000e-02, eta: 1 day, 1:51:54, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.0769, loss: 2.0769, grad_norm: 6.0332 2020-09-13 06:13:16,943 - mmaction - INFO - Epoch [20][260/2640] lr: 1.000e-02, eta: 1 day, 1:51:26, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7492, loss_cls: 2.2100, loss: 2.2100, grad_norm: 6.2971 2020-09-13 06:13:36,738 - mmaction - INFO - Epoch [20][280/2640] lr: 1.000e-02, eta: 1 day, 1:50:58, time: 0.988, data_time: 0.002, memory: 7069, top1_acc: 0.4805, top5_acc: 0.7461, loss_cls: 2.1239, loss: 2.1239, grad_norm: 6.2391 2020-09-13 06:13:55,827 - mmaction - INFO - Epoch [20][300/2640] lr: 1.000e-02, eta: 1 day, 1:50:29, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.5039, top5_acc: 0.7719, loss_cls: 2.0262, loss: 2.0262, grad_norm: 6.0238 2020-09-13 06:14:15,700 - mmaction - INFO - Epoch [20][320/2640] lr: 1.000e-02, eta: 1 day, 1:50:02, time: 0.997, data_time: 0.009, memory: 7069, top1_acc: 0.4523, top5_acc: 0.7484, loss_cls: 2.1636, loss: 2.1636, grad_norm: 6.2304 2020-09-13 06:14:35,558 - mmaction - INFO - Epoch [20][340/2640] lr: 1.000e-02, eta: 1 day, 1:49:34, time: 0.995, data_time: 0.004, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7547, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.0147 2020-09-13 06:14:54,894 - mmaction - INFO - Epoch [20][360/2640] lr: 1.000e-02, eta: 1 day, 1:49:06, time: 0.963, data_time: 0.022, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7586, loss_cls: 2.0617, loss: 2.0617, grad_norm: 6.4553 2020-09-13 06:15:14,761 - mmaction - INFO - Epoch [20][380/2640] lr: 1.000e-02, eta: 1 day, 1:48:38, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0285, loss: 2.0285, grad_norm: 6.2401 2020-09-13 06:15:33,007 - mmaction - INFO - Epoch [20][400/2640] lr: 1.000e-02, eta: 1 day, 1:48:08, time: 0.907, data_time: 0.021, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 1.9695, loss: 1.9695, grad_norm: 6.0417 2020-09-13 06:15:52,192 - mmaction - INFO - Epoch [20][420/2640] lr: 1.000e-02, eta: 1 day, 1:47:40, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7648, loss_cls: 2.0263, loss: 2.0263, grad_norm: 6.4456 2020-09-13 06:16:10,770 - mmaction - INFO - Epoch [20][440/2640] lr: 1.000e-02, eta: 1 day, 1:47:10, time: 0.925, data_time: 0.006, memory: 7069, top1_acc: 0.4688, top5_acc: 0.7328, loss_cls: 2.1698, loss: 2.1698, grad_norm: 6.3978 2020-09-13 06:16:30,624 - mmaction - INFO - Epoch [20][460/2640] lr: 1.000e-02, eta: 1 day, 1:46:42, time: 0.995, data_time: 0.009, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.0112, loss: 2.0112, grad_norm: 6.0026 2020-09-13 06:16:50,413 - mmaction - INFO - Epoch [20][480/2640] lr: 1.000e-02, eta: 1 day, 1:46:15, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7773, loss_cls: 2.0043, loss: 2.0043, grad_norm: 6.1685 2020-09-13 06:17:09,672 - mmaction - INFO - Epoch [20][500/2640] lr: 1.000e-02, eta: 1 day, 1:45:46, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7586, loss_cls: 2.0108, loss: 2.0108, grad_norm: 6.1651 2020-09-13 06:17:29,634 - mmaction - INFO - Epoch [20][520/2640] lr: 1.000e-02, eta: 1 day, 1:45:19, time: 0.999, data_time: 0.012, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7633, loss_cls: 2.0844, loss: 2.0844, grad_norm: 6.1465 2020-09-13 06:17:48,836 - mmaction - INFO - Epoch [20][540/2640] lr: 1.000e-02, eta: 1 day, 1:44:50, time: 0.957, data_time: 0.037, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.1216, loss: 2.1216, grad_norm: 6.1595 2020-09-13 06:18:08,110 - mmaction - INFO - Epoch [20][560/2640] lr: 1.000e-02, eta: 1 day, 1:44:22, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.0955, loss: 2.0955, grad_norm: 6.3166 2020-09-13 06:18:28,797 - mmaction - INFO - Epoch [20][580/2640] lr: 1.000e-02, eta: 1 day, 1:43:56, time: 1.033, data_time: 0.026, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.0873, loss: 2.0873, grad_norm: 6.2777 2020-09-13 06:18:47,222 - mmaction - INFO - Epoch [20][600/2640] lr: 1.000e-02, eta: 1 day, 1:43:26, time: 0.922, data_time: 0.004, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1138, loss: 2.1138, grad_norm: 6.2563 2020-09-13 06:19:07,159 - mmaction - INFO - Epoch [20][620/2640] lr: 1.000e-02, eta: 1 day, 1:42:58, time: 0.992, data_time: 0.081, memory: 7069, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.0429, loss: 2.0429, grad_norm: 6.2547 2020-09-13 06:19:28,087 - mmaction - INFO - Epoch [20][640/2640] lr: 1.000e-02, eta: 1 day, 1:42:33, time: 1.052, data_time: 0.032, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7805, loss_cls: 1.9763, loss: 1.9763, grad_norm: 6.1915 2020-09-13 06:19:47,103 - mmaction - INFO - Epoch [20][660/2640] lr: 1.000e-02, eta: 1 day, 1:42:04, time: 0.945, data_time: 0.279, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7375, loss_cls: 2.1537, loss: 2.1537, grad_norm: 6.3018 2020-09-13 06:20:06,706 - mmaction - INFO - Epoch [20][680/2640] lr: 1.000e-02, eta: 1 day, 1:41:36, time: 0.986, data_time: 0.366, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1122, loss: 2.1122, grad_norm: 6.2293 2020-09-13 06:20:25,052 - mmaction - INFO - Epoch [20][700/2640] lr: 1.000e-02, eta: 1 day, 1:41:06, time: 0.916, data_time: 0.326, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.0660, loss: 2.0660, grad_norm: 6.3566 2020-09-13 06:20:44,876 - mmaction - INFO - Epoch [20][720/2640] lr: 1.000e-02, eta: 1 day, 1:40:39, time: 0.989, data_time: 0.262, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7492, loss_cls: 2.0738, loss: 2.0738, grad_norm: 6.1820 2020-09-13 06:21:04,099 - mmaction - INFO - Epoch [20][740/2640] lr: 1.000e-02, eta: 1 day, 1:40:10, time: 0.964, data_time: 0.032, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7750, loss_cls: 2.0059, loss: 2.0059, grad_norm: 6.2557 2020-09-13 06:21:24,247 - mmaction - INFO - Epoch [20][760/2640] lr: 1.000e-02, eta: 1 day, 1:39:43, time: 1.007, data_time: 0.015, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7633, loss_cls: 2.0828, loss: 2.0828, grad_norm: 6.3003 2020-09-13 06:21:43,610 - mmaction - INFO - Epoch [20][780/2640] lr: 1.000e-02, eta: 1 day, 1:39:15, time: 0.967, data_time: 0.058, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.9127 2020-09-13 06:22:02,401 - mmaction - INFO - Epoch [20][800/2640] lr: 1.000e-02, eta: 1 day, 1:38:46, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.1505, loss: 2.1505, grad_norm: 6.4092 2020-09-13 06:22:21,083 - mmaction - INFO - Epoch [20][820/2640] lr: 1.000e-02, eta: 1 day, 1:38:16, time: 0.935, data_time: 0.004, memory: 7069, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 1.9903, loss: 1.9903, grad_norm: 6.1847 2020-09-13 06:22:40,984 - mmaction - INFO - Epoch [20][840/2640] lr: 1.000e-02, eta: 1 day, 1:37:49, time: 0.996, data_time: 0.006, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0329, loss: 2.0329, grad_norm: 6.1285 2020-09-13 06:22:59,563 - mmaction - INFO - Epoch [20][860/2640] lr: 1.000e-02, eta: 1 day, 1:37:20, time: 0.929, data_time: 0.003, memory: 7069, top1_acc: 0.4711, top5_acc: 0.7547, loss_cls: 2.1452, loss: 2.1452, grad_norm: 6.2787 2020-09-13 06:23:19,432 - mmaction - INFO - Epoch [20][880/2640] lr: 1.000e-02, eta: 1 day, 1:36:52, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.0986, loss: 2.0986, grad_norm: 6.0890 2020-09-13 06:23:38,175 - mmaction - INFO - Epoch [20][900/2640] lr: 1.000e-02, eta: 1 day, 1:36:23, time: 0.939, data_time: 0.007, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7523, loss_cls: 2.0324, loss: 2.0324, grad_norm: 6.2394 2020-09-13 06:23:58,542 - mmaction - INFO - Epoch [20][920/2640] lr: 1.000e-02, eta: 1 day, 1:35:56, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.4773, top5_acc: 0.7586, loss_cls: 2.0591, loss: 2.0591, grad_norm: 6.4154 2020-09-13 06:24:17,645 - mmaction - INFO - Epoch [20][940/2640] lr: 1.000e-02, eta: 1 day, 1:35:28, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.0522, loss: 2.0522, grad_norm: 6.2276 2020-09-13 06:24:35,757 - mmaction - INFO - Epoch [20][960/2640] lr: 1.000e-02, eta: 1 day, 1:34:58, time: 0.906, data_time: 0.003, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0279, loss: 2.0279, grad_norm: 6.5316 2020-09-13 06:24:54,917 - mmaction - INFO - Epoch [20][980/2640] lr: 1.000e-02, eta: 1 day, 1:34:29, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7539, loss_cls: 2.0268, loss: 2.0268, grad_norm: 6.1357 2020-09-13 06:25:14,827 - mmaction - INFO - Epoch [20][1000/2640] lr: 1.000e-02, eta: 1 day, 1:34:02, time: 0.992, data_time: 0.017, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.0915, loss: 2.0915, grad_norm: 6.2086 2020-09-13 06:25:34,060 - mmaction - INFO - Epoch [20][1020/2640] lr: 1.000e-02, eta: 1 day, 1:33:34, time: 0.966, data_time: 0.009, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.1642, loss: 2.1642, grad_norm: 6.2942 2020-09-13 06:25:54,265 - mmaction - INFO - Epoch [20][1040/2640] lr: 1.000e-02, eta: 1 day, 1:33:07, time: 1.010, data_time: 0.002, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7703, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.9870 2020-09-13 06:26:13,654 - mmaction - INFO - Epoch [20][1060/2640] lr: 1.000e-02, eta: 1 day, 1:32:39, time: 0.966, data_time: 0.006, memory: 7069, top1_acc: 0.4836, top5_acc: 0.7469, loss_cls: 2.1001, loss: 2.1001, grad_norm: 6.2186 2020-09-13 06:26:33,800 - mmaction - INFO - Epoch [20][1080/2640] lr: 1.000e-02, eta: 1 day, 1:32:12, time: 1.011, data_time: 0.008, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7695, loss_cls: 1.9647, loss: 1.9647, grad_norm: 6.4254 2020-09-13 06:26:53,406 - mmaction - INFO - Epoch [20][1100/2640] lr: 1.000e-02, eta: 1 day, 1:31:44, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1042, loss: 2.1042, grad_norm: 6.3045 2020-09-13 06:27:12,346 - mmaction - INFO - Epoch [20][1120/2640] lr: 1.000e-02, eta: 1 day, 1:31:15, time: 0.948, data_time: 0.004, memory: 7069, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.9886 2020-09-13 06:27:31,123 - mmaction - INFO - Epoch [20][1140/2640] lr: 1.000e-02, eta: 1 day, 1:30:46, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7445, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.2429 2020-09-13 06:27:52,185 - mmaction - INFO - Epoch [20][1160/2640] lr: 1.000e-02, eta: 1 day, 1:30:21, time: 1.053, data_time: 0.151, memory: 7069, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.9905 2020-09-13 06:28:10,441 - mmaction - INFO - Epoch [20][1180/2640] lr: 1.000e-02, eta: 1 day, 1:29:51, time: 0.913, data_time: 0.163, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7289, loss_cls: 2.1730, loss: 2.1730, grad_norm: 6.5792 2020-09-13 06:28:30,042 - mmaction - INFO - Epoch [20][1200/2640] lr: 1.000e-02, eta: 1 day, 1:29:23, time: 0.976, data_time: 0.359, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0541, loss: 2.0541, grad_norm: 6.2212 2020-09-13 06:28:48,652 - mmaction - INFO - Epoch [20][1220/2640] lr: 1.000e-02, eta: 1 day, 1:28:54, time: 0.935, data_time: 0.151, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7711, loss_cls: 2.0324, loss: 2.0324, grad_norm: 6.1433 2020-09-13 06:29:09,603 - mmaction - INFO - Epoch [20][1240/2640] lr: 1.000e-02, eta: 1 day, 1:28:28, time: 1.043, data_time: 0.068, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7508, loss_cls: 2.1222, loss: 2.1222, grad_norm: 6.2815 2020-09-13 06:29:28,991 - mmaction - INFO - Epoch [20][1260/2640] lr: 1.000e-02, eta: 1 day, 1:28:00, time: 0.974, data_time: 0.135, memory: 7069, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1080, loss: 2.1080, grad_norm: 6.3149 2020-09-13 06:29:48,795 - mmaction - INFO - Epoch [20][1280/2640] lr: 1.000e-02, eta: 1 day, 1:27:33, time: 0.986, data_time: 0.070, memory: 7069, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9916, loss: 1.9916, grad_norm: 6.1226 2020-09-13 06:30:10,280 - mmaction - INFO - Epoch [20][1300/2640] lr: 1.000e-02, eta: 1 day, 1:27:08, time: 1.079, data_time: 0.061, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7648, loss_cls: 2.0359, loss: 2.0359, grad_norm: 6.1290 2020-09-13 06:30:29,788 - mmaction - INFO - Epoch [20][1320/2640] lr: 1.000e-02, eta: 1 day, 1:26:40, time: 0.975, data_time: 0.002, memory: 7069, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.0869, loss: 2.0869, grad_norm: 6.4353 2020-09-13 06:30:50,309 - mmaction - INFO - Epoch [20][1340/2640] lr: 1.000e-02, eta: 1 day, 1:26:14, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.4664, top5_acc: 0.7555, loss_cls: 2.1170, loss: 2.1170, grad_norm: 6.3906 2020-09-13 06:31:09,132 - mmaction - INFO - Epoch [20][1360/2640] lr: 1.000e-02, eta: 1 day, 1:25:45, time: 0.941, data_time: 0.002, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7523, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.2045 2020-09-13 06:31:29,995 - mmaction - INFO - Epoch [20][1380/2640] lr: 1.000e-02, eta: 1 day, 1:25:19, time: 1.039, data_time: 0.008, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7531, loss_cls: 2.1045, loss: 2.1045, grad_norm: 6.2530 2020-09-13 06:31:47,114 - mmaction - INFO - Epoch [20][1400/2640] lr: 1.000e-02, eta: 1 day, 1:24:48, time: 0.860, data_time: 0.042, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.0767, loss: 2.0767, grad_norm: 6.2389 2020-09-13 06:32:05,907 - mmaction - INFO - Epoch [20][1420/2640] lr: 1.000e-02, eta: 1 day, 1:24:19, time: 0.938, data_time: 0.201, memory: 7069, top1_acc: 0.4656, top5_acc: 0.7359, loss_cls: 2.1922, loss: 2.1922, grad_norm: 6.4487 2020-09-13 06:32:25,565 - mmaction - INFO - Epoch [20][1440/2640] lr: 1.000e-02, eta: 1 day, 1:23:51, time: 0.986, data_time: 0.120, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7508, loss_cls: 2.1155, loss: 2.1155, grad_norm: 6.1939 2020-09-13 06:32:46,391 - mmaction - INFO - Epoch [20][1460/2640] lr: 1.000e-02, eta: 1 day, 1:23:26, time: 1.036, data_time: 0.006, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7523, loss_cls: 2.1232, loss: 2.1232, grad_norm: 6.2076 2020-09-13 06:33:07,386 - mmaction - INFO - Epoch [20][1480/2640] lr: 1.000e-02, eta: 1 day, 1:23:00, time: 1.054, data_time: 0.008, memory: 7069, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.1202, loss: 2.1202, grad_norm: 6.0289 2020-09-13 06:33:26,319 - mmaction - INFO - Epoch [20][1500/2640] lr: 1.000e-02, eta: 1 day, 1:22:31, time: 0.943, data_time: 0.006, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7617, loss_cls: 2.0602, loss: 2.0602, grad_norm: 6.2096 2020-09-13 06:33:45,908 - mmaction - INFO - Epoch [20][1520/2640] lr: 1.000e-02, eta: 1 day, 1:22:04, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7586, loss_cls: 2.1002, loss: 2.1002, grad_norm: 6.5616 2020-09-13 06:34:06,552 - mmaction - INFO - Epoch [20][1540/2640] lr: 1.000e-02, eta: 1 day, 1:21:38, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.0675, loss: 2.0675, grad_norm: 6.5691 2020-09-13 06:34:24,969 - mmaction - INFO - Epoch [20][1560/2640] lr: 1.000e-02, eta: 1 day, 1:21:09, time: 0.925, data_time: 0.008, memory: 7069, top1_acc: 0.4648, top5_acc: 0.7383, loss_cls: 2.1546, loss: 2.1546, grad_norm: 6.5577 2020-09-13 06:34:43,742 - mmaction - INFO - Epoch [20][1580/2640] lr: 1.000e-02, eta: 1 day, 1:20:39, time: 0.933, data_time: 0.005, memory: 7069, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1192, loss: 2.1192, grad_norm: 6.2848 2020-09-13 06:35:02,538 - mmaction - INFO - Epoch [20][1600/2640] lr: 1.000e-02, eta: 1 day, 1:20:11, time: 0.945, data_time: 0.014, memory: 7069, top1_acc: 0.4531, top5_acc: 0.7164, loss_cls: 2.2586, loss: 2.2586, grad_norm: 6.4031 2020-09-13 06:35:22,631 - mmaction - INFO - Epoch [20][1620/2640] lr: 1.000e-02, eta: 1 day, 1:19:44, time: 1.005, data_time: 0.004, memory: 7069, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.0680, loss: 2.0680, grad_norm: 6.1539 2020-09-13 06:35:43,508 - mmaction - INFO - Epoch [20][1640/2640] lr: 1.000e-02, eta: 1 day, 1:19:18, time: 1.043, data_time: 0.003, memory: 7069, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1236, loss: 2.1236, grad_norm: 6.1688 2020-09-13 06:36:01,767 - mmaction - INFO - Epoch [20][1660/2640] lr: 1.000e-02, eta: 1 day, 1:18:49, time: 0.909, data_time: 0.007, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.1181, loss: 2.1181, grad_norm: 6.0499 2020-09-13 06:36:21,718 - mmaction - INFO - Epoch [20][1680/2640] lr: 1.000e-02, eta: 1 day, 1:18:22, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7641, loss_cls: 2.1005, loss: 2.1005, grad_norm: 6.2507 2020-09-13 06:36:41,658 - mmaction - INFO - Epoch [20][1700/2640] lr: 1.000e-02, eta: 1 day, 1:17:54, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7625, loss_cls: 2.0540, loss: 2.0540, grad_norm: 6.2444 2020-09-13 06:37:01,090 - mmaction - INFO - Epoch [20][1720/2640] lr: 1.000e-02, eta: 1 day, 1:17:27, time: 0.975, data_time: 0.009, memory: 7069, top1_acc: 0.5195, top5_acc: 0.7664, loss_cls: 2.0258, loss: 2.0258, grad_norm: 6.1080 2020-09-13 06:37:19,196 - mmaction - INFO - Epoch [20][1740/2640] lr: 1.000e-02, eta: 1 day, 1:16:57, time: 0.902, data_time: 0.156, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7531, loss_cls: 2.1104, loss: 2.1104, grad_norm: 6.1463 2020-09-13 06:37:38,872 - mmaction - INFO - Epoch [20][1760/2640] lr: 1.000e-02, eta: 1 day, 1:16:30, time: 0.990, data_time: 0.073, memory: 7069, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0246, loss: 2.0246, grad_norm: 6.1575 2020-09-13 06:38:00,243 - mmaction - INFO - Epoch [20][1780/2640] lr: 1.000e-02, eta: 1 day, 1:16:05, time: 1.065, data_time: 0.038, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7578, loss_cls: 2.0700, loss: 2.0700, grad_norm: 6.2335 2020-09-13 06:38:19,470 - mmaction - INFO - Epoch [20][1800/2640] lr: 1.000e-02, eta: 1 day, 1:15:37, time: 0.963, data_time: 0.017, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0281, loss: 2.0281, grad_norm: 6.3191 2020-09-13 06:38:38,629 - mmaction - INFO - Epoch [20][1820/2640] lr: 1.000e-02, eta: 1 day, 1:15:08, time: 0.959, data_time: 0.012, memory: 7069, top1_acc: 0.5148, top5_acc: 0.7805, loss_cls: 1.9687, loss: 1.9687, grad_norm: 6.0479 2020-09-13 06:38:58,003 - mmaction - INFO - Epoch [20][1840/2640] lr: 1.000e-02, eta: 1 day, 1:14:41, time: 0.970, data_time: 0.040, memory: 7069, top1_acc: 0.4727, top5_acc: 0.7516, loss_cls: 2.1218, loss: 2.1218, grad_norm: 6.4823 2020-09-13 06:39:18,128 - mmaction - INFO - Epoch [20][1860/2640] lr: 1.000e-02, eta: 1 day, 1:14:14, time: 1.002, data_time: 0.014, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9748, loss: 1.9748, grad_norm: 6.1167 2020-09-13 06:39:37,941 - mmaction - INFO - Epoch [20][1880/2640] lr: 1.000e-02, eta: 1 day, 1:13:47, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7477, loss_cls: 2.0838, loss: 2.0838, grad_norm: 6.1370 2020-09-13 06:39:55,844 - mmaction - INFO - Epoch [20][1900/2640] lr: 1.000e-02, eta: 1 day, 1:13:17, time: 0.895, data_time: 0.006, memory: 7069, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.1124 2020-09-13 06:40:16,661 - mmaction - INFO - Epoch [20][1920/2640] lr: 1.000e-02, eta: 1 day, 1:12:51, time: 1.040, data_time: 0.002, memory: 7069, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.0892, loss: 2.0892, grad_norm: 6.1641 2020-09-13 06:40:34,902 - mmaction - INFO - Epoch [20][1940/2640] lr: 1.000e-02, eta: 1 day, 1:12:21, time: 0.908, data_time: 0.008, memory: 7069, top1_acc: 0.4820, top5_acc: 0.7461, loss_cls: 2.1133, loss: 2.1133, grad_norm: 6.2660 2020-09-13 06:40:54,023 - mmaction - INFO - Epoch [20][1960/2640] lr: 1.000e-02, eta: 1 day, 1:11:53, time: 0.961, data_time: 0.009, memory: 7069, top1_acc: 0.4492, top5_acc: 0.7453, loss_cls: 2.1761, loss: 2.1761, grad_norm: 6.2296 2020-09-13 06:41:14,747 - mmaction - INFO - Epoch [20][1980/2640] lr: 1.000e-02, eta: 1 day, 1:11:27, time: 1.031, data_time: 0.005, memory: 7069, top1_acc: 0.4633, top5_acc: 0.7461, loss_cls: 2.1621, loss: 2.1621, grad_norm: 6.3224 2020-09-13 06:41:33,598 - mmaction - INFO - Epoch [20][2000/2640] lr: 1.000e-02, eta: 1 day, 1:10:59, time: 0.946, data_time: 0.009, memory: 7069, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0340, loss: 2.0340, grad_norm: 6.0175 2020-09-13 06:41:51,721 - mmaction - INFO - Epoch [20][2020/2640] lr: 1.000e-02, eta: 1 day, 1:10:29, time: 0.903, data_time: 0.007, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7680, loss_cls: 2.0708, loss: 2.0708, grad_norm: 6.2755 2020-09-13 06:42:11,740 - mmaction - INFO - Epoch [20][2040/2640] lr: 1.000e-02, eta: 1 day, 1:10:02, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.4703, top5_acc: 0.7391, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.2333 2020-09-13 06:42:31,726 - mmaction - INFO - Epoch [20][2060/2640] lr: 1.000e-02, eta: 1 day, 1:09:35, time: 0.998, data_time: 0.180, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.1063, loss: 2.1063, grad_norm: 6.0160 2020-09-13 06:42:52,478 - mmaction - INFO - Epoch [20][2080/2640] lr: 1.000e-02, eta: 1 day, 1:09:09, time: 1.033, data_time: 0.404, memory: 7069, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.0760, loss: 2.0760, grad_norm: 6.1077 2020-09-13 06:43:12,800 - mmaction - INFO - Epoch [20][2100/2640] lr: 1.000e-02, eta: 1 day, 1:08:43, time: 1.021, data_time: 0.008, memory: 7069, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 1.9815, loss: 1.9815, grad_norm: 6.1547 2020-09-13 06:43:31,926 - mmaction - INFO - Epoch [20][2120/2640] lr: 1.000e-02, eta: 1 day, 1:08:15, time: 0.957, data_time: 0.003, memory: 7069, top1_acc: 0.4844, top5_acc: 0.7672, loss_cls: 2.0594, loss: 2.0594, grad_norm: 6.3151 2020-09-13 06:43:50,793 - mmaction - INFO - Epoch [20][2140/2640] lr: 1.000e-02, eta: 1 day, 1:07:47, time: 0.942, data_time: 0.005, memory: 7069, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.1325, loss: 2.1325, grad_norm: 6.3668 2020-09-13 06:44:10,938 - mmaction - INFO - Epoch [20][2160/2640] lr: 1.000e-02, eta: 1 day, 1:07:20, time: 1.008, data_time: 0.003, memory: 7069, top1_acc: 0.5070, top5_acc: 0.7750, loss_cls: 1.9981, loss: 1.9981, grad_norm: 6.2220 2020-09-13 06:44:29,785 - mmaction - INFO - Epoch [20][2180/2640] lr: 1.000e-02, eta: 1 day, 1:06:51, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0427, loss: 2.0427, grad_norm: 6.2092 2020-09-13 06:44:49,590 - mmaction - INFO - Epoch [20][2200/2640] lr: 1.000e-02, eta: 1 day, 1:06:24, time: 0.987, data_time: 0.112, memory: 7069, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0233, loss: 2.0233, grad_norm: 6.2372 2020-09-13 06:45:09,298 - mmaction - INFO - Epoch [20][2220/2640] lr: 1.000e-02, eta: 1 day, 1:05:57, time: 0.990, data_time: 0.009, memory: 7069, top1_acc: 0.4891, top5_acc: 0.7594, loss_cls: 2.0258, loss: 2.0258, grad_norm: 6.2762 2020-09-13 06:45:28,295 - mmaction - INFO - Epoch [20][2240/2640] lr: 1.000e-02, eta: 1 day, 1:05:29, time: 0.948, data_time: 0.002, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.0597, loss: 2.0597, grad_norm: 6.0942 2020-09-13 06:45:48,644 - mmaction - INFO - Epoch [20][2260/2640] lr: 1.000e-02, eta: 1 day, 1:05:02, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 1.9880, loss: 1.9880, grad_norm: 6.0682 2020-09-13 06:46:08,722 - mmaction - INFO - Epoch [20][2280/2640] lr: 1.000e-02, eta: 1 day, 1:04:36, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.4734, top5_acc: 0.7453, loss_cls: 2.1406, loss: 2.1406, grad_norm: 6.4183 2020-09-13 06:46:26,802 - mmaction - INFO - Epoch [20][2300/2640] lr: 1.000e-02, eta: 1 day, 1:04:06, time: 0.908, data_time: 0.007, memory: 7069, top1_acc: 0.4586, top5_acc: 0.7445, loss_cls: 2.1494, loss: 2.1494, grad_norm: 6.2848 2020-09-13 06:46:46,791 - mmaction - INFO - Epoch [20][2320/2640] lr: 1.000e-02, eta: 1 day, 1:03:39, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.4813, top5_acc: 0.7719, loss_cls: 2.0743, loss: 2.0743, grad_norm: 6.3581 2020-09-13 06:47:06,274 - mmaction - INFO - Epoch [20][2340/2640] lr: 1.000e-02, eta: 1 day, 1:03:12, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.0845, loss: 2.0845, grad_norm: 6.1131 2020-09-13 06:47:26,672 - mmaction - INFO - Epoch [20][2360/2640] lr: 1.000e-02, eta: 1 day, 1:02:46, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.5156, top5_acc: 0.7703, loss_cls: 1.9961, loss: 1.9961, grad_norm: 6.3117 2020-09-13 06:47:46,321 - mmaction - INFO - Epoch [20][2380/2640] lr: 1.000e-02, eta: 1 day, 1:02:18, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.4852, top5_acc: 0.7562, loss_cls: 2.0851, loss: 2.0851, grad_norm: 6.5250 2020-09-13 06:48:05,616 - mmaction - INFO - Epoch [20][2400/2640] lr: 1.000e-02, eta: 1 day, 1:01:50, time: 0.966, data_time: 0.010, memory: 7069, top1_acc: 0.5039, top5_acc: 0.7742, loss_cls: 1.9786, loss: 1.9786, grad_norm: 6.2027 2020-09-13 06:48:26,214 - mmaction - INFO - Epoch [20][2420/2640] lr: 1.000e-02, eta: 1 day, 1:01:25, time: 1.031, data_time: 0.004, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1006, loss: 2.1006, grad_norm: 6.2659 2020-09-13 06:48:46,131 - mmaction - INFO - Epoch [20][2440/2640] lr: 1.000e-02, eta: 1 day, 1:00:58, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.4609, top5_acc: 0.7273, loss_cls: 2.2038, loss: 2.2038, grad_norm: 6.3624 2020-09-13 06:49:04,909 - mmaction - INFO - Epoch [20][2460/2640] lr: 1.000e-02, eta: 1 day, 1:00:29, time: 0.943, data_time: 0.010, memory: 7069, top1_acc: 0.4906, top5_acc: 0.7516, loss_cls: 2.1120, loss: 2.1120, grad_norm: 6.4208 2020-09-13 06:49:24,495 - mmaction - INFO - Epoch [20][2480/2640] lr: 1.000e-02, eta: 1 day, 1:00:02, time: 0.978, data_time: 0.007, memory: 7069, top1_acc: 0.4898, top5_acc: 0.7672, loss_cls: 2.0723, loss: 2.0723, grad_norm: 6.3664 2020-09-13 06:49:43,583 - mmaction - INFO - Epoch [20][2500/2640] lr: 1.000e-02, eta: 1 day, 0:59:34, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.4789, top5_acc: 0.7508, loss_cls: 2.1326, loss: 2.1326, grad_norm: 6.3274 2020-09-13 06:50:04,368 - mmaction - INFO - Epoch [20][2520/2640] lr: 1.000e-02, eta: 1 day, 0:59:08, time: 1.039, data_time: 0.007, memory: 7069, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.0194 2020-09-13 06:50:22,822 - mmaction - INFO - Epoch [20][2540/2640] lr: 1.000e-02, eta: 1 day, 0:58:39, time: 0.922, data_time: 0.003, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.9433 2020-09-13 06:50:42,698 - mmaction - INFO - Epoch [20][2560/2640] lr: 1.000e-02, eta: 1 day, 0:58:12, time: 0.994, data_time: 0.047, memory: 7069, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.0704, loss: 2.0704, grad_norm: 6.0571 2020-09-13 06:51:02,870 - mmaction - INFO - Epoch [20][2580/2640] lr: 1.000e-02, eta: 1 day, 0:57:46, time: 1.004, data_time: 0.075, memory: 7069, top1_acc: 0.4938, top5_acc: 0.7609, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.1637 2020-09-13 06:51:22,596 - mmaction - INFO - Epoch [20][2600/2640] lr: 1.000e-02, eta: 1 day, 0:57:19, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.0715, loss: 2.0715, grad_norm: 6.2439 2020-09-13 06:51:42,513 - mmaction - INFO - Epoch [20][2620/2640] lr: 1.000e-02, eta: 1 day, 0:56:52, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.5047, top5_acc: 0.7703, loss_cls: 2.0156, loss: 2.0156, grad_norm: 6.3290 2020-09-13 06:51:58,394 - mmaction - INFO - Epoch [20][2640/2640] lr: 1.000e-02, eta: 1 day, 0:56:19, time: 0.795, data_time: 0.003, memory: 7069, top1_acc: 0.4774, top5_acc: 0.7573, loss_cls: 2.0906, loss: 2.0906, grad_norm: 6.5561 2020-09-13 06:52:13,822 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-09-13 06:58:52,551 - mmaction - INFO - Epoch [21][20/2640] lr: 1.000e-03, eta: 1 day, 1:05:17, time: 19.847, data_time: 18.790, memory: 7069, top1_acc: 0.4945, top5_acc: 0.7633, loss_cls: 2.0428, loss: 2.0428, grad_norm: 6.0547 2020-09-13 06:59:11,931 - mmaction - INFO - Epoch [21][40/2640] lr: 1.000e-03, eta: 1 day, 1:04:50, time: 0.982, data_time: 0.030, memory: 7069, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.9752 2020-09-13 06:59:31,860 - mmaction - INFO - Epoch [21][60/2640] lr: 1.000e-03, eta: 1 day, 1:04:23, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.8159 2020-09-13 06:59:52,387 - mmaction - INFO - Epoch [21][80/2640] lr: 1.000e-03, eta: 1 day, 1:03:56, time: 1.019, data_time: 0.005, memory: 7069, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.7145 2020-09-13 07:00:13,037 - mmaction - INFO - Epoch [21][100/2640] lr: 1.000e-03, eta: 1 day, 1:03:30, time: 1.022, data_time: 0.010, memory: 7069, top1_acc: 0.5320, top5_acc: 0.7891, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.7841 2020-09-13 07:00:32,082 - mmaction - INFO - Epoch [21][120/2640] lr: 1.000e-03, eta: 1 day, 1:03:02, time: 0.961, data_time: 0.025, memory: 7069, top1_acc: 0.5484, top5_acc: 0.7961, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.7902 2020-09-13 07:00:52,395 - mmaction - INFO - Epoch [21][140/2640] lr: 1.000e-03, eta: 1 day, 1:02:35, time: 1.024, data_time: 0.013, memory: 7069, top1_acc: 0.5531, top5_acc: 0.8195, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.8223 2020-09-13 07:01:12,647 - mmaction - INFO - Epoch [21][160/2640] lr: 1.000e-03, eta: 1 day, 1:02:09, time: 1.012, data_time: 0.002, memory: 7069, top1_acc: 0.5633, top5_acc: 0.8063, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.7969 2020-09-13 07:01:31,888 - mmaction - INFO - Epoch [21][180/2640] lr: 1.000e-03, eta: 1 day, 1:01:41, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.5500, top5_acc: 0.8289, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.8216 2020-09-13 07:01:50,955 - mmaction - INFO - Epoch [21][200/2640] lr: 1.000e-03, eta: 1 day, 1:01:12, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.5586, top5_acc: 0.7922, loss_cls: 1.7975, loss: 1.7975, grad_norm: 5.7589 2020-09-13 07:02:11,172 - mmaction - INFO - Epoch [21][220/2640] lr: 1.000e-03, eta: 1 day, 1:00:46, time: 1.011, data_time: 0.005, memory: 7069, top1_acc: 0.5602, top5_acc: 0.8094, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.8201 2020-09-13 07:02:29,901 - mmaction - INFO - Epoch [21][240/2640] lr: 1.000e-03, eta: 1 day, 1:00:17, time: 0.936, data_time: 0.003, memory: 7069, top1_acc: 0.5500, top5_acc: 0.7992, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.8867 2020-09-13 07:02:49,519 - mmaction - INFO - Epoch [21][260/2640] lr: 1.000e-03, eta: 1 day, 0:59:49, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.6886 2020-09-13 07:03:09,053 - mmaction - INFO - Epoch [21][280/2640] lr: 1.000e-03, eta: 1 day, 0:59:22, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.5406, top5_acc: 0.8055, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.8329 2020-09-13 07:03:29,407 - mmaction - INFO - Epoch [21][300/2640] lr: 1.000e-03, eta: 1 day, 0:58:55, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.7357 2020-09-13 07:03:49,583 - mmaction - INFO - Epoch [21][320/2640] lr: 1.000e-03, eta: 1 day, 0:58:29, time: 1.012, data_time: 0.014, memory: 7069, top1_acc: 0.5711, top5_acc: 0.8109, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.7933 2020-09-13 07:04:09,406 - mmaction - INFO - Epoch [21][340/2640] lr: 1.000e-03, eta: 1 day, 0:58:01, time: 0.990, data_time: 0.006, memory: 7069, top1_acc: 0.5719, top5_acc: 0.8047, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.7592 2020-09-13 07:04:28,577 - mmaction - INFO - Epoch [21][360/2640] lr: 1.000e-03, eta: 1 day, 0:57:33, time: 0.960, data_time: 0.004, memory: 7069, top1_acc: 0.5586, top5_acc: 0.8000, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.7884 2020-09-13 07:04:49,183 - mmaction - INFO - Epoch [21][380/2640] lr: 1.000e-03, eta: 1 day, 0:57:07, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.5516, top5_acc: 0.7992, loss_cls: 1.7805, loss: 1.7805, grad_norm: 6.0056 2020-09-13 07:05:09,773 - mmaction - INFO - Epoch [21][400/2640] lr: 1.000e-03, eta: 1 day, 0:56:41, time: 1.031, data_time: 0.004, memory: 7069, top1_acc: 0.5828, top5_acc: 0.8258, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.8435 2020-09-13 07:05:28,301 - mmaction - INFO - Epoch [21][420/2640] lr: 1.000e-03, eta: 1 day, 0:56:12, time: 0.926, data_time: 0.002, memory: 7069, top1_acc: 0.5781, top5_acc: 0.8281, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.8466 2020-09-13 07:05:46,932 - mmaction - INFO - Epoch [21][440/2640] lr: 1.000e-03, eta: 1 day, 0:55:43, time: 0.927, data_time: 0.006, memory: 7069, top1_acc: 0.5555, top5_acc: 0.8133, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.8316 2020-09-13 07:06:06,864 - mmaction - INFO - Epoch [21][460/2640] lr: 1.000e-03, eta: 1 day, 0:55:16, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.5648, top5_acc: 0.8078, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.9468 2020-09-13 07:06:26,036 - mmaction - INFO - Epoch [21][480/2640] lr: 1.000e-03, eta: 1 day, 0:54:48, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.5687, top5_acc: 0.8195, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.9624 2020-09-13 07:06:44,576 - mmaction - INFO - Epoch [21][500/2640] lr: 1.000e-03, eta: 1 day, 0:54:19, time: 0.931, data_time: 0.024, memory: 7069, top1_acc: 0.5898, top5_acc: 0.8195, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.7881 2020-09-13 07:07:03,539 - mmaction - INFO - Epoch [21][520/2640] lr: 1.000e-03, eta: 1 day, 0:53:50, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.5578, top5_acc: 0.8156, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.9159 2020-09-13 07:07:24,262 - mmaction - INFO - Epoch [21][540/2640] lr: 1.000e-03, eta: 1 day, 0:53:25, time: 1.041, data_time: 0.007, memory: 7069, top1_acc: 0.5531, top5_acc: 0.8164, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.9678 2020-09-13 07:07:42,679 - mmaction - INFO - Epoch [21][560/2640] lr: 1.000e-03, eta: 1 day, 0:52:55, time: 0.915, data_time: 0.006, memory: 7069, top1_acc: 0.5719, top5_acc: 0.8258, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.8335 2020-09-13 07:08:02,096 - mmaction - INFO - Epoch [21][580/2640] lr: 1.000e-03, eta: 1 day, 0:52:28, time: 0.976, data_time: 0.009, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.8407 2020-09-13 07:08:20,842 - mmaction - INFO - Epoch [21][600/2640] lr: 1.000e-03, eta: 1 day, 0:51:59, time: 0.936, data_time: 0.006, memory: 7069, top1_acc: 0.5641, top5_acc: 0.8102, loss_cls: 1.7354, loss: 1.7354, grad_norm: 6.0408 2020-09-13 07:08:39,554 - mmaction - INFO - Epoch [21][620/2640] lr: 1.000e-03, eta: 1 day, 0:51:30, time: 0.937, data_time: 0.004, memory: 7069, top1_acc: 0.5891, top5_acc: 0.8227, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.8137 2020-09-13 07:08:59,958 - mmaction - INFO - Epoch [21][640/2640] lr: 1.000e-03, eta: 1 day, 0:51:04, time: 1.016, data_time: 0.227, memory: 7069, top1_acc: 0.5578, top5_acc: 0.8070, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.9841 2020-09-13 07:09:19,839 - mmaction - INFO - Epoch [21][660/2640] lr: 1.000e-03, eta: 1 day, 0:50:37, time: 0.998, data_time: 0.068, memory: 7069, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.8062 2020-09-13 07:09:40,475 - mmaction - INFO - Epoch [21][680/2640] lr: 1.000e-03, eta: 1 day, 0:50:11, time: 1.031, data_time: 0.411, memory: 7069, top1_acc: 0.5867, top5_acc: 0.8273, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.8516 2020-09-13 07:09:59,494 - mmaction - INFO - Epoch [21][700/2640] lr: 1.000e-03, eta: 1 day, 0:49:43, time: 0.951, data_time: 0.283, memory: 7069, top1_acc: 0.5789, top5_acc: 0.8078, loss_cls: 1.7237, loss: 1.7237, grad_norm: 6.0422 2020-09-13 07:10:19,751 - mmaction - INFO - Epoch [21][720/2640] lr: 1.000e-03, eta: 1 day, 0:49:16, time: 1.012, data_time: 0.039, memory: 7069, top1_acc: 0.5867, top5_acc: 0.8227, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.8200 2020-09-13 07:10:38,179 - mmaction - INFO - Epoch [21][740/2640] lr: 1.000e-03, eta: 1 day, 0:48:47, time: 0.923, data_time: 0.003, memory: 7069, top1_acc: 0.5930, top5_acc: 0.8414, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.8242 2020-09-13 07:10:57,874 - mmaction - INFO - Epoch [21][760/2640] lr: 1.000e-03, eta: 1 day, 0:48:20, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.5883, top5_acc: 0.8320, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.8927 2020-09-13 07:11:17,448 - mmaction - INFO - Epoch [21][780/2640] lr: 1.000e-03, eta: 1 day, 0:47:52, time: 0.979, data_time: 0.003, memory: 7069, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.9997 2020-09-13 07:11:36,943 - mmaction - INFO - Epoch [21][800/2640] lr: 1.000e-03, eta: 1 day, 0:47:25, time: 0.975, data_time: 0.007, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.6954 2020-09-13 07:11:56,671 - mmaction - INFO - Epoch [21][820/2640] lr: 1.000e-03, eta: 1 day, 0:46:58, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.9466 2020-09-13 07:12:16,498 - mmaction - INFO - Epoch [21][840/2640] lr: 1.000e-03, eta: 1 day, 0:46:30, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.5648, top5_acc: 0.8117, loss_cls: 1.6949, loss: 1.6949, grad_norm: 6.0286 2020-09-13 07:12:36,032 - mmaction - INFO - Epoch [21][860/2640] lr: 1.000e-03, eta: 1 day, 0:46:03, time: 0.976, data_time: 0.057, memory: 7069, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.7464, loss: 1.7464, grad_norm: 6.0376 2020-09-13 07:12:55,371 - mmaction - INFO - Epoch [21][880/2640] lr: 1.000e-03, eta: 1 day, 0:45:35, time: 0.966, data_time: 0.302, memory: 7069, top1_acc: 0.5734, top5_acc: 0.8203, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.9523 2020-09-13 07:13:16,240 - mmaction - INFO - Epoch [21][900/2640] lr: 1.000e-03, eta: 1 day, 0:45:10, time: 1.045, data_time: 0.141, memory: 7069, top1_acc: 0.5789, top5_acc: 0.8320, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.9835 2020-09-13 07:13:35,816 - mmaction - INFO - Epoch [21][920/2640] lr: 1.000e-03, eta: 1 day, 0:44:42, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.6701 2020-09-13 07:13:55,178 - mmaction - INFO - Epoch [21][940/2640] lr: 1.000e-03, eta: 1 day, 0:44:15, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.8813 2020-09-13 07:14:14,338 - mmaction - INFO - Epoch [21][960/2640] lr: 1.000e-03, eta: 1 day, 0:43:47, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.5859, top5_acc: 0.8313, loss_cls: 1.6159, loss: 1.6159, grad_norm: 5.9631 2020-09-13 07:14:33,136 - mmaction - INFO - Epoch [21][980/2640] lr: 1.000e-03, eta: 1 day, 0:43:18, time: 0.940, data_time: 0.003, memory: 7069, top1_acc: 0.5664, top5_acc: 0.8117, loss_cls: 1.7001, loss: 1.7001, grad_norm: 6.1203 2020-09-13 07:14:53,159 - mmaction - INFO - Epoch [21][1000/2640] lr: 1.000e-03, eta: 1 day, 0:42:51, time: 0.996, data_time: 0.006, memory: 7069, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.8397 2020-09-13 07:15:11,499 - mmaction - INFO - Epoch [21][1020/2640] lr: 1.000e-03, eta: 1 day, 0:42:22, time: 0.922, data_time: 0.016, memory: 7069, top1_acc: 0.5891, top5_acc: 0.8203, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.8865 2020-09-13 07:15:30,613 - mmaction - INFO - Epoch [21][1040/2640] lr: 1.000e-03, eta: 1 day, 0:41:54, time: 0.955, data_time: 0.027, memory: 7069, top1_acc: 0.5781, top5_acc: 0.8148, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.9341 2020-09-13 07:15:50,382 - mmaction - INFO - Epoch [21][1060/2640] lr: 1.000e-03, eta: 1 day, 0:41:27, time: 0.990, data_time: 0.003, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8359, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.9857 2020-09-13 07:16:11,566 - mmaction - INFO - Epoch [21][1080/2640] lr: 1.000e-03, eta: 1 day, 0:41:02, time: 1.053, data_time: 0.005, memory: 7069, top1_acc: 0.6094, top5_acc: 0.8406, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.9190 2020-09-13 07:16:29,779 - mmaction - INFO - Epoch [21][1100/2640] lr: 1.000e-03, eta: 1 day, 0:40:33, time: 0.916, data_time: 0.008, memory: 7069, top1_acc: 0.5711, top5_acc: 0.8187, loss_cls: 1.7166, loss: 1.7166, grad_norm: 6.1819 2020-09-13 07:16:50,180 - mmaction - INFO - Epoch [21][1120/2640] lr: 1.000e-03, eta: 1 day, 0:40:06, time: 1.015, data_time: 0.007, memory: 7069, top1_acc: 0.5883, top5_acc: 0.8211, loss_cls: 1.6525, loss: 1.6525, grad_norm: 6.0405 2020-09-13 07:17:09,457 - mmaction - INFO - Epoch [21][1140/2640] lr: 1.000e-03, eta: 1 day, 0:39:39, time: 0.969, data_time: 0.008, memory: 7069, top1_acc: 0.5969, top5_acc: 0.8344, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.1124 2020-09-13 07:17:29,174 - mmaction - INFO - Epoch [21][1160/2640] lr: 1.000e-03, eta: 1 day, 0:39:12, time: 0.982, data_time: 0.005, memory: 7069, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6398, loss: 1.6398, grad_norm: 6.0484 2020-09-13 07:17:48,252 - mmaction - INFO - Epoch [21][1180/2640] lr: 1.000e-03, eta: 1 day, 0:38:44, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.5922, top5_acc: 0.8297, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.9166 2020-09-13 07:18:07,991 - mmaction - INFO - Epoch [21][1200/2640] lr: 1.000e-03, eta: 1 day, 0:38:16, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8258, loss_cls: 1.6237, loss: 1.6237, grad_norm: 6.0872 2020-09-13 07:18:29,138 - mmaction - INFO - Epoch [21][1220/2640] lr: 1.000e-03, eta: 1 day, 0:37:52, time: 1.062, data_time: 0.009, memory: 7069, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.5843, loss: 1.5843, grad_norm: 5.9971 2020-09-13 07:18:49,476 - mmaction - INFO - Epoch [21][1240/2640] lr: 1.000e-03, eta: 1 day, 0:37:25, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.5695, top5_acc: 0.8164, loss_cls: 1.6612, loss: 1.6612, grad_norm: 6.1445 2020-09-13 07:19:08,660 - mmaction - INFO - Epoch [21][1260/2640] lr: 1.000e-03, eta: 1 day, 0:36:57, time: 0.959, data_time: 0.003, memory: 7069, top1_acc: 0.5742, top5_acc: 0.8203, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.9814 2020-09-13 07:19:27,665 - mmaction - INFO - Epoch [21][1280/2640] lr: 1.000e-03, eta: 1 day, 0:36:29, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.5758, top5_acc: 0.8211, loss_cls: 1.6658, loss: 1.6658, grad_norm: 6.2710 2020-09-13 07:19:47,308 - mmaction - INFO - Epoch [21][1300/2640] lr: 1.000e-03, eta: 1 day, 0:36:02, time: 0.988, data_time: 0.009, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5074, loss: 1.5074, grad_norm: 5.7631 2020-09-13 07:20:06,971 - mmaction - INFO - Epoch [21][1320/2640] lr: 1.000e-03, eta: 1 day, 0:35:35, time: 0.982, data_time: 0.005, memory: 7069, top1_acc: 0.5844, top5_acc: 0.8070, loss_cls: 1.7039, loss: 1.7039, grad_norm: 6.2179 2020-09-13 07:20:25,868 - mmaction - INFO - Epoch [21][1340/2640] lr: 1.000e-03, eta: 1 day, 0:35:07, time: 0.945, data_time: 0.003, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.5902, loss: 1.5902, grad_norm: 6.1805 2020-09-13 07:20:45,722 - mmaction - INFO - Epoch [21][1360/2640] lr: 1.000e-03, eta: 1 day, 0:34:40, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.5891, top5_acc: 0.8430, loss_cls: 1.5840, loss: 1.5840, grad_norm: 5.9704 2020-09-13 07:21:05,294 - mmaction - INFO - Epoch [21][1380/2640] lr: 1.000e-03, eta: 1 day, 0:34:13, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.5742, top5_acc: 0.8289, loss_cls: 1.6751, loss: 1.6751, grad_norm: 6.1256 2020-09-13 07:21:24,370 - mmaction - INFO - Epoch [21][1400/2640] lr: 1.000e-03, eta: 1 day, 0:33:44, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.0063 2020-09-13 07:21:44,794 - mmaction - INFO - Epoch [21][1420/2640] lr: 1.000e-03, eta: 1 day, 0:33:19, time: 1.027, data_time: 0.009, memory: 7069, top1_acc: 0.5789, top5_acc: 0.8172, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.1763 2020-09-13 07:22:03,842 - mmaction - INFO - Epoch [21][1440/2640] lr: 1.000e-03, eta: 1 day, 0:32:50, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.5820, top5_acc: 0.8266, loss_cls: 1.6255, loss: 1.6255, grad_norm: 6.1994 2020-09-13 07:22:24,704 - mmaction - INFO - Epoch [21][1460/2640] lr: 1.000e-03, eta: 1 day, 0:32:25, time: 1.049, data_time: 0.010, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.0778 2020-09-13 07:22:43,983 - mmaction - INFO - Epoch [21][1480/2640] lr: 1.000e-03, eta: 1 day, 0:31:57, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.6039, top5_acc: 0.8367, loss_cls: 1.5887, loss: 1.5887, grad_norm: 6.2246 2020-09-13 07:23:02,446 - mmaction - INFO - Epoch [21][1500/2640] lr: 1.000e-03, eta: 1 day, 0:31:29, time: 0.922, data_time: 0.002, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5663, loss: 1.5663, grad_norm: 5.8608 2020-09-13 07:23:22,503 - mmaction - INFO - Epoch [21][1520/2640] lr: 1.000e-03, eta: 1 day, 0:31:02, time: 1.002, data_time: 0.006, memory: 7069, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6627, loss: 1.6627, grad_norm: 6.2952 2020-09-13 07:23:41,196 - mmaction - INFO - Epoch [21][1540/2640] lr: 1.000e-03, eta: 1 day, 0:30:33, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6038, loss: 1.6038, grad_norm: 5.9574 2020-09-13 07:24:00,496 - mmaction - INFO - Epoch [21][1560/2640] lr: 1.000e-03, eta: 1 day, 0:30:06, time: 0.971, data_time: 0.009, memory: 7069, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6193, loss: 1.6193, grad_norm: 6.1315 2020-09-13 07:24:20,016 - mmaction - INFO - Epoch [21][1580/2640] lr: 1.000e-03, eta: 1 day, 0:29:39, time: 0.975, data_time: 0.005, memory: 7069, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.6807, loss: 1.6807, grad_norm: 6.2130 2020-09-13 07:24:41,026 - mmaction - INFO - Epoch [21][1600/2640] lr: 1.000e-03, eta: 1 day, 0:29:14, time: 1.051, data_time: 0.002, memory: 7069, top1_acc: 0.5727, top5_acc: 0.8102, loss_cls: 1.7094, loss: 1.7094, grad_norm: 6.3515 2020-09-13 07:25:00,674 - mmaction - INFO - Epoch [21][1620/2640] lr: 1.000e-03, eta: 1 day, 0:28:46, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.5953, top5_acc: 0.8336, loss_cls: 1.5726, loss: 1.5726, grad_norm: 5.9753 2020-09-13 07:25:20,539 - mmaction - INFO - Epoch [21][1640/2640] lr: 1.000e-03, eta: 1 day, 0:28:20, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6382, loss: 1.6382, grad_norm: 6.2143 2020-09-13 07:25:39,957 - mmaction - INFO - Epoch [21][1660/2640] lr: 1.000e-03, eta: 1 day, 0:27:52, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.0454 2020-09-13 07:25:59,379 - mmaction - INFO - Epoch [21][1680/2640] lr: 1.000e-03, eta: 1 day, 0:27:25, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.5687, top5_acc: 0.8117, loss_cls: 1.6645, loss: 1.6645, grad_norm: 6.2984 2020-09-13 07:26:18,573 - mmaction - INFO - Epoch [21][1700/2640] lr: 1.000e-03, eta: 1 day, 0:26:57, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.5961, top5_acc: 0.8289, loss_cls: 1.6129, loss: 1.6129, grad_norm: 6.2440 2020-09-13 07:26:38,020 - mmaction - INFO - Epoch [21][1720/2640] lr: 1.000e-03, eta: 1 day, 0:26:30, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6349, loss: 1.6349, grad_norm: 6.0846 2020-09-13 07:26:58,597 - mmaction - INFO - Epoch [21][1740/2640] lr: 1.000e-03, eta: 1 day, 0:26:04, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.1167 2020-09-13 07:27:17,062 - mmaction - INFO - Epoch [21][1760/2640] lr: 1.000e-03, eta: 1 day, 0:25:35, time: 0.927, data_time: 0.008, memory: 7069, top1_acc: 0.5805, top5_acc: 0.8086, loss_cls: 1.7230, loss: 1.7230, grad_norm: 6.3752 2020-09-13 07:27:37,269 - mmaction - INFO - Epoch [21][1780/2640] lr: 1.000e-03, eta: 1 day, 0:25:09, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.2886 2020-09-13 07:27:57,444 - mmaction - INFO - Epoch [21][1800/2640] lr: 1.000e-03, eta: 1 day, 0:24:43, time: 1.011, data_time: 0.008, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8375, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.1749 2020-09-13 07:28:16,193 - mmaction - INFO - Epoch [21][1820/2640] lr: 1.000e-03, eta: 1 day, 0:24:14, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.5992, top5_acc: 0.8305, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.0769 2020-09-13 07:28:36,064 - mmaction - INFO - Epoch [21][1840/2640] lr: 1.000e-03, eta: 1 day, 0:23:48, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.5847, loss: 1.5847, grad_norm: 6.2478 2020-09-13 07:28:55,990 - mmaction - INFO - Epoch [21][1860/2640] lr: 1.000e-03, eta: 1 day, 0:23:21, time: 0.995, data_time: 0.005, memory: 7069, top1_acc: 0.6000, top5_acc: 0.8273, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.0832 2020-09-13 07:29:17,574 - mmaction - INFO - Epoch [21][1880/2640] lr: 1.000e-03, eta: 1 day, 0:22:57, time: 1.081, data_time: 0.003, memory: 7069, top1_acc: 0.5938, top5_acc: 0.8320, loss_cls: 1.5931, loss: 1.5931, grad_norm: 6.0907 2020-09-13 07:29:36,309 - mmaction - INFO - Epoch [21][1900/2640] lr: 1.000e-03, eta: 1 day, 0:22:28, time: 0.931, data_time: 0.005, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8359, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.1158 2020-09-13 07:29:55,869 - mmaction - INFO - Epoch [21][1920/2640] lr: 1.000e-03, eta: 1 day, 0:22:01, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.5695, top5_acc: 0.8133, loss_cls: 1.7094, loss: 1.7094, grad_norm: 6.4688 2020-09-13 07:30:14,395 - mmaction - INFO - Epoch [21][1940/2640] lr: 1.000e-03, eta: 1 day, 0:21:32, time: 0.921, data_time: 0.043, memory: 7069, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.6656, loss: 1.6656, grad_norm: 6.1921 2020-09-13 07:30:33,324 - mmaction - INFO - Epoch [21][1960/2640] lr: 1.000e-03, eta: 1 day, 0:21:05, time: 0.952, data_time: 0.008, memory: 7069, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.5501, loss: 1.5501, grad_norm: 6.0283 2020-09-13 07:30:53,198 - mmaction - INFO - Epoch [21][1980/2640] lr: 1.000e-03, eta: 1 day, 0:20:38, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8414, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.9964 2020-09-13 07:31:11,020 - mmaction - INFO - Epoch [21][2000/2640] lr: 1.000e-03, eta: 1 day, 0:20:08, time: 0.885, data_time: 0.005, memory: 7069, top1_acc: 0.6008, top5_acc: 0.8305, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.9329 2020-09-13 07:31:31,489 - mmaction - INFO - Epoch [21][2020/2640] lr: 1.000e-03, eta: 1 day, 0:19:43, time: 1.029, data_time: 0.130, memory: 7069, top1_acc: 0.5766, top5_acc: 0.8156, loss_cls: 1.6547, loss: 1.6547, grad_norm: 6.2298 2020-09-13 07:31:51,584 - mmaction - INFO - Epoch [21][2040/2640] lr: 1.000e-03, eta: 1 day, 0:19:16, time: 1.000, data_time: 0.039, memory: 7069, top1_acc: 0.5969, top5_acc: 0.8352, loss_cls: 1.6059, loss: 1.6059, grad_norm: 6.1338 2020-09-13 07:32:11,612 - mmaction - INFO - Epoch [21][2060/2640] lr: 1.000e-03, eta: 1 day, 0:18:50, time: 1.005, data_time: 0.196, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.5642, loss: 1.5642, grad_norm: 5.9795 2020-09-13 07:32:31,202 - mmaction - INFO - Epoch [21][2080/2640] lr: 1.000e-03, eta: 1 day, 0:18:23, time: 0.981, data_time: 0.107, memory: 7069, top1_acc: 0.5898, top5_acc: 0.8281, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.8777 2020-09-13 07:32:50,529 - mmaction - INFO - Epoch [21][2100/2640] lr: 1.000e-03, eta: 1 day, 0:17:55, time: 0.966, data_time: 0.002, memory: 7069, top1_acc: 0.5813, top5_acc: 0.8242, loss_cls: 1.6037, loss: 1.6037, grad_norm: 6.0927 2020-09-13 07:33:10,878 - mmaction - INFO - Epoch [21][2120/2640] lr: 1.000e-03, eta: 1 day, 0:17:29, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.5852, loss: 1.5852, grad_norm: 6.0853 2020-09-13 07:33:32,298 - mmaction - INFO - Epoch [21][2140/2640] lr: 1.000e-03, eta: 1 day, 0:17:05, time: 1.077, data_time: 0.008, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6206, loss: 1.6206, grad_norm: 6.2022 2020-09-13 07:33:49,923 - mmaction - INFO - Epoch [21][2160/2640] lr: 1.000e-03, eta: 1 day, 0:16:35, time: 0.878, data_time: 0.006, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8367, loss_cls: 1.5584, loss: 1.5584, grad_norm: 6.1263 2020-09-13 07:34:09,118 - mmaction - INFO - Epoch [21][2180/2640] lr: 1.000e-03, eta: 1 day, 0:16:07, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.6094, top5_acc: 0.8391, loss_cls: 1.5214, loss: 1.5214, grad_norm: 6.0381 2020-09-13 07:34:29,103 - mmaction - INFO - Epoch [21][2200/2640] lr: 1.000e-03, eta: 1 day, 0:15:41, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.5719, top5_acc: 0.8164, loss_cls: 1.6850, loss: 1.6850, grad_norm: 6.3220 2020-09-13 07:34:47,307 - mmaction - INFO - Epoch [21][2220/2640] lr: 1.000e-03, eta: 1 day, 0:15:12, time: 0.912, data_time: 0.003, memory: 7069, top1_acc: 0.5930, top5_acc: 0.8297, loss_cls: 1.6053, loss: 1.6053, grad_norm: 6.1808 2020-09-13 07:35:05,202 - mmaction - INFO - Epoch [21][2240/2640] lr: 1.000e-03, eta: 1 day, 0:14:43, time: 0.894, data_time: 0.005, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8367, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.2638 2020-09-13 07:35:25,648 - mmaction - INFO - Epoch [21][2260/2640] lr: 1.000e-03, eta: 1 day, 0:14:17, time: 1.023, data_time: 0.030, memory: 7069, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.6074, loss: 1.6074, grad_norm: 6.2368 2020-09-13 07:35:45,817 - mmaction - INFO - Epoch [21][2280/2640] lr: 1.000e-03, eta: 1 day, 0:13:51, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.6366, loss: 1.6366, grad_norm: 6.2118 2020-09-13 07:36:04,913 - mmaction - INFO - Epoch [21][2300/2640] lr: 1.000e-03, eta: 1 day, 0:13:23, time: 0.955, data_time: 0.004, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8383, loss_cls: 1.5152, loss: 1.5152, grad_norm: 6.0766 2020-09-13 07:36:24,151 - mmaction - INFO - Epoch [21][2320/2640] lr: 1.000e-03, eta: 1 day, 0:12:55, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.5836, top5_acc: 0.8320, loss_cls: 1.5926, loss: 1.5926, grad_norm: 6.3546 2020-09-13 07:36:44,198 - mmaction - INFO - Epoch [21][2340/2640] lr: 1.000e-03, eta: 1 day, 0:12:29, time: 1.005, data_time: 0.009, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8320, loss_cls: 1.5271, loss: 1.5271, grad_norm: 6.1540 2020-09-13 07:37:02,569 - mmaction - INFO - Epoch [21][2360/2640] lr: 1.000e-03, eta: 1 day, 0:12:00, time: 0.915, data_time: 0.008, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5543, loss: 1.5543, grad_norm: 6.3227 2020-09-13 07:37:21,722 - mmaction - INFO - Epoch [21][2380/2640] lr: 1.000e-03, eta: 1 day, 0:11:33, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8570, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.1186 2020-09-13 07:37:41,498 - mmaction - INFO - Epoch [21][2400/2640] lr: 1.000e-03, eta: 1 day, 0:11:06, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.4945, loss: 1.4945, grad_norm: 6.0191 2020-09-13 07:38:01,257 - mmaction - INFO - Epoch [21][2420/2640] lr: 1.000e-03, eta: 1 day, 0:10:39, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.5891, top5_acc: 0.8313, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.2064 2020-09-13 07:38:20,463 - mmaction - INFO - Epoch [21][2440/2640] lr: 1.000e-03, eta: 1 day, 0:10:12, time: 0.955, data_time: 0.121, memory: 7069, top1_acc: 0.5930, top5_acc: 0.8266, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.4349 2020-09-13 07:38:40,271 - mmaction - INFO - Epoch [21][2460/2640] lr: 1.000e-03, eta: 1 day, 0:09:45, time: 0.995, data_time: 0.065, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8383, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.2153 2020-09-13 07:39:00,928 - mmaction - INFO - Epoch [21][2480/2640] lr: 1.000e-03, eta: 1 day, 0:09:20, time: 1.029, data_time: 0.025, memory: 7069, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5955, loss: 1.5955, grad_norm: 6.5083 2020-09-13 07:39:19,994 - mmaction - INFO - Epoch [21][2500/2640] lr: 1.000e-03, eta: 1 day, 0:08:52, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6023, top5_acc: 0.8383, loss_cls: 1.5433, loss: 1.5433, grad_norm: 6.1125 2020-09-13 07:39:39,433 - mmaction - INFO - Epoch [21][2520/2640] lr: 1.000e-03, eta: 1 day, 0:08:25, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.5938, top5_acc: 0.8336, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.2507 2020-09-13 07:39:59,144 - mmaction - INFO - Epoch [21][2540/2640] lr: 1.000e-03, eta: 1 day, 0:07:58, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.5906, top5_acc: 0.8320, loss_cls: 1.6240, loss: 1.6240, grad_norm: 6.4075 2020-09-13 07:40:18,925 - mmaction - INFO - Epoch [21][2560/2640] lr: 1.000e-03, eta: 1 day, 0:07:31, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.5969, top5_acc: 0.8359, loss_cls: 1.5508, loss: 1.5508, grad_norm: 6.1554 2020-09-13 07:40:38,813 - mmaction - INFO - Epoch [21][2580/2640] lr: 1.000e-03, eta: 1 day, 0:07:05, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.1590 2020-09-13 07:40:57,274 - mmaction - INFO - Epoch [21][2600/2640] lr: 1.000e-03, eta: 1 day, 0:06:37, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8352, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.3829 2020-09-13 07:41:16,634 - mmaction - INFO - Epoch [21][2620/2640] lr: 1.000e-03, eta: 1 day, 0:06:09, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8461, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.9927 2020-09-13 07:41:34,315 - mmaction - INFO - Epoch [21][2640/2640] lr: 1.000e-03, eta: 1 day, 0:05:40, time: 0.883, data_time: 0.007, memory: 7069, top1_acc: 0.5919, top5_acc: 0.8282, loss_cls: 1.5979, loss: 1.5979, grad_norm: 6.3141 2020-09-13 07:41:50,508 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-09-13 07:48:27,702 - mmaction - INFO - Epoch [22][20/2640] lr: 1.000e-03, eta: 1 day, 0:13:53, time: 19.811, data_time: 18.788, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.4940, loss: 1.4940, grad_norm: 6.0719 2020-09-13 07:48:47,395 - mmaction - INFO - Epoch [22][40/2640] lr: 1.000e-03, eta: 1 day, 0:13:26, time: 1.000, data_time: 0.040, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.9588 2020-09-13 07:49:07,132 - mmaction - INFO - Epoch [22][60/2640] lr: 1.000e-03, eta: 1 day, 0:12:59, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8438, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.2732 2020-09-13 07:49:26,288 - mmaction - INFO - Epoch [22][80/2640] lr: 1.000e-03, eta: 1 day, 0:12:31, time: 0.953, data_time: 0.008, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8602, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.0692 2020-09-13 07:49:45,945 - mmaction - INFO - Epoch [22][100/2640] lr: 1.000e-03, eta: 1 day, 0:12:04, time: 0.987, data_time: 0.009, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8438, loss_cls: 1.4993, loss: 1.4993, grad_norm: 6.1559 2020-09-13 07:50:06,691 - mmaction - INFO - Epoch [22][120/2640] lr: 1.000e-03, eta: 1 day, 0:11:39, time: 1.036, data_time: 0.008, memory: 7069, top1_acc: 0.5992, top5_acc: 0.8313, loss_cls: 1.5985, loss: 1.5985, grad_norm: 6.3322 2020-09-13 07:50:26,665 - mmaction - INFO - Epoch [22][140/2640] lr: 1.000e-03, eta: 1 day, 0:11:12, time: 1.001, data_time: 0.047, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8430, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.0497 2020-09-13 07:50:44,725 - mmaction - INFO - Epoch [22][160/2640] lr: 1.000e-03, eta: 1 day, 0:10:43, time: 0.897, data_time: 0.006, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8383, loss_cls: 1.5603, loss: 1.5603, grad_norm: 6.2826 2020-09-13 07:51:04,606 - mmaction - INFO - Epoch [22][180/2640] lr: 1.000e-03, eta: 1 day, 0:10:16, time: 1.000, data_time: 0.009, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8461, loss_cls: 1.4758, loss: 1.4758, grad_norm: 6.0588 2020-09-13 07:51:23,745 - mmaction - INFO - Epoch [22][200/2640] lr: 1.000e-03, eta: 1 day, 0:09:48, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.5977, top5_acc: 0.8438, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.4258 2020-09-13 07:51:43,575 - mmaction - INFO - Epoch [22][220/2640] lr: 1.000e-03, eta: 1 day, 0:09:21, time: 0.991, data_time: 0.003, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8422, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.4307 2020-09-13 07:52:01,922 - mmaction - INFO - Epoch [22][240/2640] lr: 1.000e-03, eta: 1 day, 0:08:52, time: 0.913, data_time: 0.007, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.5420, loss: 1.5420, grad_norm: 6.3243 2020-09-13 07:52:21,288 - mmaction - INFO - Epoch [22][260/2640] lr: 1.000e-03, eta: 1 day, 0:08:25, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5379, loss: 1.5379, grad_norm: 6.1955 2020-09-13 07:52:40,886 - mmaction - INFO - Epoch [22][280/2640] lr: 1.000e-03, eta: 1 day, 0:07:58, time: 0.975, data_time: 0.184, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8273, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.2732 2020-09-13 07:53:02,040 - mmaction - INFO - Epoch [22][300/2640] lr: 1.000e-03, eta: 1 day, 0:07:33, time: 1.062, data_time: 0.072, memory: 7069, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6206, loss: 1.6206, grad_norm: 6.3441 2020-09-13 07:53:19,868 - mmaction - INFO - Epoch [22][320/2640] lr: 1.000e-03, eta: 1 day, 0:07:03, time: 0.888, data_time: 0.007, memory: 7069, top1_acc: 0.5750, top5_acc: 0.8211, loss_cls: 1.6208, loss: 1.6208, grad_norm: 6.4014 2020-09-13 07:53:40,085 - mmaction - INFO - Epoch [22][340/2640] lr: 1.000e-03, eta: 1 day, 0:06:37, time: 1.015, data_time: 0.009, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8430, loss_cls: 1.5440, loss: 1.5440, grad_norm: 6.3831 2020-09-13 07:53:59,125 - mmaction - INFO - Epoch [22][360/2640] lr: 1.000e-03, eta: 1 day, 0:06:09, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8180, loss_cls: 1.6344, loss: 1.6344, grad_norm: 6.3872 2020-09-13 07:54:19,097 - mmaction - INFO - Epoch [22][380/2640] lr: 1.000e-03, eta: 1 day, 0:05:43, time: 1.001, data_time: 0.007, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8547, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.2420 2020-09-13 07:54:38,436 - mmaction - INFO - Epoch [22][400/2640] lr: 1.000e-03, eta: 1 day, 0:05:15, time: 0.967, data_time: 0.002, memory: 7069, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.3226 2020-09-13 07:54:58,108 - mmaction - INFO - Epoch [22][420/2640] lr: 1.000e-03, eta: 1 day, 0:04:48, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.3833 2020-09-13 07:55:17,587 - mmaction - INFO - Epoch [22][440/2640] lr: 1.000e-03, eta: 1 day, 0:04:21, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8367, loss_cls: 1.5432, loss: 1.5432, grad_norm: 6.3105 2020-09-13 07:55:36,903 - mmaction - INFO - Epoch [22][460/2640] lr: 1.000e-03, eta: 1 day, 0:03:53, time: 0.961, data_time: 0.008, memory: 7069, top1_acc: 0.5953, top5_acc: 0.8242, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.5624 2020-09-13 07:55:56,132 - mmaction - INFO - Epoch [22][480/2640] lr: 1.000e-03, eta: 1 day, 0:03:26, time: 0.966, data_time: 0.008, memory: 7069, top1_acc: 0.5891, top5_acc: 0.8352, loss_cls: 1.6014, loss: 1.6014, grad_norm: 6.3199 2020-09-13 07:56:16,051 - mmaction - INFO - Epoch [22][500/2640] lr: 1.000e-03, eta: 1 day, 0:02:59, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.5554, loss: 1.5554, grad_norm: 6.0259 2020-09-13 07:56:35,201 - mmaction - INFO - Epoch [22][520/2640] lr: 1.000e-03, eta: 1 day, 0:02:31, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.5961, top5_acc: 0.8352, loss_cls: 1.5271, loss: 1.5271, grad_norm: 6.2243 2020-09-13 07:56:55,596 - mmaction - INFO - Epoch [22][540/2640] lr: 1.000e-03, eta: 1 day, 0:02:05, time: 1.014, data_time: 0.005, memory: 7069, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.6153, loss: 1.6153, grad_norm: 6.3882 2020-09-13 07:57:14,482 - mmaction - INFO - Epoch [22][560/2640] lr: 1.000e-03, eta: 1 day, 0:01:37, time: 0.949, data_time: 0.008, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8266, loss_cls: 1.5750, loss: 1.5750, grad_norm: 6.2171 2020-09-13 07:57:34,392 - mmaction - INFO - Epoch [22][580/2640] lr: 1.000e-03, eta: 1 day, 0:01:11, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8500, loss_cls: 1.4767, loss: 1.4767, grad_norm: 6.1366 2020-09-13 07:57:54,197 - mmaction - INFO - Epoch [22][600/2640] lr: 1.000e-03, eta: 1 day, 0:00:44, time: 0.994, data_time: 0.009, memory: 7069, top1_acc: 0.6008, top5_acc: 0.8328, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.3833 2020-09-13 07:58:14,427 - mmaction - INFO - Epoch [22][620/2640] lr: 1.000e-03, eta: 1 day, 0:00:18, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8641, loss_cls: 1.4809, loss: 1.4809, grad_norm: 6.1496 2020-09-13 07:58:33,942 - mmaction - INFO - Epoch [22][640/2640] lr: 1.000e-03, eta: 23:59:51, time: 0.982, data_time: 0.009, memory: 7069, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.1594 2020-09-13 07:58:53,046 - mmaction - INFO - Epoch [22][660/2640] lr: 1.000e-03, eta: 23:59:23, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.4473 2020-09-13 07:59:13,655 - mmaction - INFO - Epoch [22][680/2640] lr: 1.000e-03, eta: 23:58:57, time: 1.033, data_time: 0.008, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8594, loss_cls: 1.5055, loss: 1.5055, grad_norm: 6.4148 2020-09-13 07:59:32,988 - mmaction - INFO - Epoch [22][700/2640] lr: 1.000e-03, eta: 23:58:30, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8234, loss_cls: 1.6118, loss: 1.6118, grad_norm: 6.4807 2020-09-13 07:59:51,296 - mmaction - INFO - Epoch [22][720/2640] lr: 1.000e-03, eta: 23:58:01, time: 0.919, data_time: 0.007, memory: 7069, top1_acc: 0.6078, top5_acc: 0.8555, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.3874 2020-09-13 08:00:12,110 - mmaction - INFO - Epoch [22][740/2640] lr: 1.000e-03, eta: 23:57:35, time: 1.022, data_time: 0.036, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8641, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.1264 2020-09-13 08:00:31,276 - mmaction - INFO - Epoch [22][760/2640] lr: 1.000e-03, eta: 23:57:08, time: 0.978, data_time: 0.074, memory: 7069, top1_acc: 0.5813, top5_acc: 0.8320, loss_cls: 1.6008, loss: 1.6008, grad_norm: 6.4370 2020-09-13 08:00:52,377 - mmaction - INFO - Epoch [22][780/2640] lr: 1.000e-03, eta: 23:56:43, time: 1.039, data_time: 0.042, memory: 7069, top1_acc: 0.5828, top5_acc: 0.8367, loss_cls: 1.5851, loss: 1.5851, grad_norm: 6.3685 2020-09-13 08:01:12,298 - mmaction - INFO - Epoch [22][800/2640] lr: 1.000e-03, eta: 23:56:17, time: 1.010, data_time: 0.025, memory: 7069, top1_acc: 0.5883, top5_acc: 0.8234, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.3619 2020-09-13 08:01:29,705 - mmaction - INFO - Epoch [22][820/2640] lr: 1.000e-03, eta: 23:55:47, time: 0.869, data_time: 0.007, memory: 7069, top1_acc: 0.5797, top5_acc: 0.8156, loss_cls: 1.6643, loss: 1.6643, grad_norm: 6.7829 2020-09-13 08:01:49,704 - mmaction - INFO - Epoch [22][840/2640] lr: 1.000e-03, eta: 23:55:20, time: 1.003, data_time: 0.008, memory: 7069, top1_acc: 0.6016, top5_acc: 0.8367, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.4306 2020-09-13 08:02:10,255 - mmaction - INFO - Epoch [22][860/2640] lr: 1.000e-03, eta: 23:54:55, time: 1.026, data_time: 0.002, memory: 7069, top1_acc: 0.6039, top5_acc: 0.8375, loss_cls: 1.5742, loss: 1.5742, grad_norm: 6.3947 2020-09-13 08:02:28,030 - mmaction - INFO - Epoch [22][880/2640] lr: 1.000e-03, eta: 23:54:25, time: 0.888, data_time: 0.003, memory: 7069, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6152, loss: 1.6152, grad_norm: 6.3390 2020-09-13 08:02:46,938 - mmaction - INFO - Epoch [22][900/2640] lr: 1.000e-03, eta: 23:53:57, time: 0.946, data_time: 0.027, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.1292 2020-09-13 08:03:06,974 - mmaction - INFO - Epoch [22][920/2640] lr: 1.000e-03, eta: 23:53:31, time: 0.996, data_time: 0.075, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.5080, loss: 1.5080, grad_norm: 6.2331 2020-09-13 08:03:25,909 - mmaction - INFO - Epoch [22][940/2640] lr: 1.000e-03, eta: 23:53:03, time: 0.952, data_time: 0.183, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.0466 2020-09-13 08:03:46,070 - mmaction - INFO - Epoch [22][960/2640] lr: 1.000e-03, eta: 23:52:37, time: 1.004, data_time: 0.232, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8414, loss_cls: 1.5086, loss: 1.5086, grad_norm: 6.4037 2020-09-13 08:04:04,084 - mmaction - INFO - Epoch [22][980/2640] lr: 1.000e-03, eta: 23:52:08, time: 0.905, data_time: 0.278, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8555, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.2323 2020-09-13 08:04:24,025 - mmaction - INFO - Epoch [22][1000/2640] lr: 1.000e-03, eta: 23:51:41, time: 0.997, data_time: 0.298, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.2890 2020-09-13 08:04:42,891 - mmaction - INFO - Epoch [22][1020/2640] lr: 1.000e-03, eta: 23:51:13, time: 0.944, data_time: 0.160, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8531, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.3749 2020-09-13 08:05:02,944 - mmaction - INFO - Epoch [22][1040/2640] lr: 1.000e-03, eta: 23:50:47, time: 1.003, data_time: 0.364, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.4773 2020-09-13 08:05:23,018 - mmaction - INFO - Epoch [22][1060/2640] lr: 1.000e-03, eta: 23:50:21, time: 1.003, data_time: 0.059, memory: 7069, top1_acc: 0.6023, top5_acc: 0.8469, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.1893 2020-09-13 08:05:42,649 - mmaction - INFO - Epoch [22][1080/2640] lr: 1.000e-03, eta: 23:49:54, time: 0.982, data_time: 0.099, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8609, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.3704 2020-09-13 08:06:02,355 - mmaction - INFO - Epoch [22][1100/2640] lr: 1.000e-03, eta: 23:49:27, time: 0.982, data_time: 0.057, memory: 7069, top1_acc: 0.5867, top5_acc: 0.8344, loss_cls: 1.5788, loss: 1.5788, grad_norm: 6.4916 2020-09-13 08:06:20,956 - mmaction - INFO - Epoch [22][1120/2640] lr: 1.000e-03, eta: 23:48:59, time: 0.932, data_time: 0.204, memory: 7069, top1_acc: 0.6016, top5_acc: 0.8328, loss_cls: 1.5591, loss: 1.5591, grad_norm: 6.2334 2020-09-13 08:06:40,865 - mmaction - INFO - Epoch [22][1140/2640] lr: 1.000e-03, eta: 23:48:32, time: 0.993, data_time: 0.068, memory: 7069, top1_acc: 0.6039, top5_acc: 0.8422, loss_cls: 1.5130, loss: 1.5130, grad_norm: 6.4481 2020-09-13 08:06:59,451 - mmaction - INFO - Epoch [22][1160/2640] lr: 1.000e-03, eta: 23:48:04, time: 0.933, data_time: 0.008, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.4738, loss: 1.4738, grad_norm: 6.1295 2020-09-13 08:07:19,908 - mmaction - INFO - Epoch [22][1180/2640] lr: 1.000e-03, eta: 23:47:38, time: 1.018, data_time: 0.263, memory: 7069, top1_acc: 0.5906, top5_acc: 0.8359, loss_cls: 1.5620, loss: 1.5620, grad_norm: 6.6297 2020-09-13 08:07:38,277 - mmaction - INFO - Epoch [22][1200/2640] lr: 1.000e-03, eta: 23:47:10, time: 0.922, data_time: 0.325, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8359, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.2051 2020-09-13 08:07:58,167 - mmaction - INFO - Epoch [22][1220/2640] lr: 1.000e-03, eta: 23:46:43, time: 0.994, data_time: 0.130, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8422, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.1705 2020-09-13 08:08:17,944 - mmaction - INFO - Epoch [22][1240/2640] lr: 1.000e-03, eta: 23:46:17, time: 0.991, data_time: 0.185, memory: 7069, top1_acc: 0.6016, top5_acc: 0.8406, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.3330 2020-09-13 08:08:38,979 - mmaction - INFO - Epoch [22][1260/2640] lr: 1.000e-03, eta: 23:45:52, time: 1.046, data_time: 0.306, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8328, loss_cls: 1.5829, loss: 1.5829, grad_norm: 6.4900 2020-09-13 08:08:59,272 - mmaction - INFO - Epoch [22][1280/2640] lr: 1.000e-03, eta: 23:45:26, time: 1.019, data_time: 0.428, memory: 7069, top1_acc: 0.6102, top5_acc: 0.8414, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.6081 2020-09-13 08:09:18,356 - mmaction - INFO - Epoch [22][1300/2640] lr: 1.000e-03, eta: 23:44:58, time: 0.952, data_time: 0.367, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.5422, loss: 1.5422, grad_norm: 6.3708 2020-09-13 08:09:37,353 - mmaction - INFO - Epoch [22][1320/2640] lr: 1.000e-03, eta: 23:44:31, time: 0.953, data_time: 0.364, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.4611, loss: 1.4611, grad_norm: 6.2201 2020-09-13 08:09:56,020 - mmaction - INFO - Epoch [22][1340/2640] lr: 1.000e-03, eta: 23:44:02, time: 0.928, data_time: 0.256, memory: 7069, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.5826, loss: 1.5826, grad_norm: 6.3924 2020-09-13 08:10:16,103 - mmaction - INFO - Epoch [22][1360/2640] lr: 1.000e-03, eta: 23:43:36, time: 1.009, data_time: 0.318, memory: 7069, top1_acc: 0.6180, top5_acc: 0.8492, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.3957 2020-09-13 08:10:35,890 - mmaction - INFO - Epoch [22][1380/2640] lr: 1.000e-03, eta: 23:43:10, time: 0.986, data_time: 0.203, memory: 7069, top1_acc: 0.5797, top5_acc: 0.8250, loss_cls: 1.6568, loss: 1.6568, grad_norm: 6.8310 2020-09-13 08:10:54,591 - mmaction - INFO - Epoch [22][1400/2640] lr: 1.000e-03, eta: 23:42:42, time: 0.938, data_time: 0.090, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.4845, loss: 1.4845, grad_norm: 6.5140 2020-09-13 08:11:12,200 - mmaction - INFO - Epoch [22][1420/2640] lr: 1.000e-03, eta: 23:42:12, time: 0.879, data_time: 0.035, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8430, loss_cls: 1.5272, loss: 1.5272, grad_norm: 6.5443 2020-09-13 08:11:31,736 - mmaction - INFO - Epoch [22][1440/2640] lr: 1.000e-03, eta: 23:41:45, time: 0.978, data_time: 0.263, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5628, loss: 1.5628, grad_norm: 6.5106 2020-09-13 08:11:52,871 - mmaction - INFO - Epoch [22][1460/2640] lr: 1.000e-03, eta: 23:41:20, time: 1.054, data_time: 0.071, memory: 7069, top1_acc: 0.5859, top5_acc: 0.8281, loss_cls: 1.6011, loss: 1.6011, grad_norm: 6.5547 2020-09-13 08:12:11,973 - mmaction - INFO - Epoch [22][1480/2640] lr: 1.000e-03, eta: 23:40:53, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.2146 2020-09-13 08:12:31,636 - mmaction - INFO - Epoch [22][1500/2640] lr: 1.000e-03, eta: 23:40:26, time: 0.983, data_time: 0.004, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8438, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.5242 2020-09-13 08:12:50,090 - mmaction - INFO - Epoch [22][1520/2640] lr: 1.000e-03, eta: 23:39:58, time: 0.924, data_time: 0.003, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8414, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.3765 2020-09-13 08:13:10,301 - mmaction - INFO - Epoch [22][1540/2640] lr: 1.000e-03, eta: 23:39:32, time: 1.008, data_time: 0.005, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.4915, loss: 1.4915, grad_norm: 6.2279 2020-09-13 08:13:29,991 - mmaction - INFO - Epoch [22][1560/2640] lr: 1.000e-03, eta: 23:39:05, time: 0.985, data_time: 0.005, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5080, loss: 1.5080, grad_norm: 6.3095 2020-09-13 08:13:50,175 - mmaction - INFO - Epoch [22][1580/2640] lr: 1.000e-03, eta: 23:38:39, time: 1.005, data_time: 0.008, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5189, loss: 1.5189, grad_norm: 6.2618 2020-09-13 08:14:09,618 - mmaction - INFO - Epoch [22][1600/2640] lr: 1.000e-03, eta: 23:38:12, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8414, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.2912 2020-09-13 08:14:28,707 - mmaction - INFO - Epoch [22][1620/2640] lr: 1.000e-03, eta: 23:37:45, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8445, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.3284 2020-09-13 08:14:48,401 - mmaction - INFO - Epoch [22][1640/2640] lr: 1.000e-03, eta: 23:37:18, time: 0.988, data_time: 0.009, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5414, loss: 1.5414, grad_norm: 6.3382 2020-09-13 08:15:07,212 - mmaction - INFO - Epoch [22][1660/2640] lr: 1.000e-03, eta: 23:36:50, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.3536 2020-09-13 08:15:27,998 - mmaction - INFO - Epoch [22][1680/2640] lr: 1.000e-03, eta: 23:36:25, time: 1.040, data_time: 0.003, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8508, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.5580 2020-09-13 08:15:47,062 - mmaction - INFO - Epoch [22][1700/2640] lr: 1.000e-03, eta: 23:35:58, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8367, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.4506 2020-09-13 08:16:06,425 - mmaction - INFO - Epoch [22][1720/2640] lr: 1.000e-03, eta: 23:35:31, time: 0.973, data_time: 0.010, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.3274 2020-09-13 08:16:24,675 - mmaction - INFO - Epoch [22][1740/2640] lr: 1.000e-03, eta: 23:35:02, time: 0.908, data_time: 0.007, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8359, loss_cls: 1.5131, loss: 1.5131, grad_norm: 6.3555 2020-09-13 08:16:44,198 - mmaction - INFO - Epoch [22][1760/2640] lr: 1.000e-03, eta: 23:34:35, time: 0.982, data_time: 0.013, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5234, loss: 1.5234, grad_norm: 6.5772 2020-09-13 08:17:03,760 - mmaction - INFO - Epoch [22][1780/2640] lr: 1.000e-03, eta: 23:34:08, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5223, loss: 1.5223, grad_norm: 6.3315 2020-09-13 08:17:24,682 - mmaction - INFO - Epoch [22][1800/2640] lr: 1.000e-03, eta: 23:33:44, time: 1.047, data_time: 0.003, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8422, loss_cls: 1.5216, loss: 1.5216, grad_norm: 6.2681 2020-09-13 08:17:44,401 - mmaction - INFO - Epoch [22][1820/2640] lr: 1.000e-03, eta: 23:33:17, time: 0.984, data_time: 0.004, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8430, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.4769 2020-09-13 08:18:03,791 - mmaction - INFO - Epoch [22][1840/2640] lr: 1.000e-03, eta: 23:32:50, time: 0.972, data_time: 0.004, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8500, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.2574 2020-09-13 08:18:21,297 - mmaction - INFO - Epoch [22][1860/2640] lr: 1.000e-03, eta: 23:32:20, time: 0.874, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8523, loss_cls: 1.4832, loss: 1.4832, grad_norm: 6.2531 2020-09-13 08:18:42,141 - mmaction - INFO - Epoch [22][1880/2640] lr: 1.000e-03, eta: 23:31:55, time: 1.043, data_time: 0.094, memory: 7069, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.4857 2020-09-13 08:19:01,448 - mmaction - INFO - Epoch [22][1900/2640] lr: 1.000e-03, eta: 23:31:28, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.2397 2020-09-13 08:19:21,615 - mmaction - INFO - Epoch [22][1920/2640] lr: 1.000e-03, eta: 23:31:02, time: 1.013, data_time: 0.008, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8383, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.4345 2020-09-13 08:19:40,915 - mmaction - INFO - Epoch [22][1940/2640] lr: 1.000e-03, eta: 23:30:35, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8453, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.4645 2020-09-13 08:20:00,574 - mmaction - INFO - Epoch [22][1960/2640] lr: 1.000e-03, eta: 23:30:09, time: 0.990, data_time: 0.009, memory: 7069, top1_acc: 0.6008, top5_acc: 0.8477, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.3397 2020-09-13 08:20:20,306 - mmaction - INFO - Epoch [22][1980/2640] lr: 1.000e-03, eta: 23:29:42, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.4993, loss: 1.4993, grad_norm: 6.1984 2020-09-13 08:20:39,732 - mmaction - INFO - Epoch [22][2000/2640] lr: 1.000e-03, eta: 23:29:15, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8375, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.5216 2020-09-13 08:20:58,970 - mmaction - INFO - Epoch [22][2020/2640] lr: 1.000e-03, eta: 23:28:48, time: 0.959, data_time: 0.005, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8430, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.1728 2020-09-13 08:21:19,196 - mmaction - INFO - Epoch [22][2040/2640] lr: 1.000e-03, eta: 23:28:22, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8477, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.2863 2020-09-13 08:21:39,247 - mmaction - INFO - Epoch [22][2060/2640] lr: 1.000e-03, eta: 23:27:56, time: 1.002, data_time: 0.006, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.5379, loss: 1.5379, grad_norm: 6.3203 2020-09-13 08:21:59,084 - mmaction - INFO - Epoch [22][2080/2640] lr: 1.000e-03, eta: 23:27:30, time: 0.989, data_time: 0.005, memory: 7069, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.3515 2020-09-13 08:22:17,486 - mmaction - INFO - Epoch [22][2100/2640] lr: 1.000e-03, eta: 23:27:02, time: 0.923, data_time: 0.013, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5075, loss: 1.5075, grad_norm: 6.3217 2020-09-13 08:22:38,001 - mmaction - INFO - Epoch [22][2120/2640] lr: 1.000e-03, eta: 23:26:36, time: 1.026, data_time: 0.010, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.3936 2020-09-13 08:22:57,098 - mmaction - INFO - Epoch [22][2140/2640] lr: 1.000e-03, eta: 23:26:09, time: 0.955, data_time: 0.026, memory: 7069, top1_acc: 0.6180, top5_acc: 0.8352, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.4220 2020-09-13 08:23:17,050 - mmaction - INFO - Epoch [22][2160/2640] lr: 1.000e-03, eta: 23:25:43, time: 0.996, data_time: 0.006, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8391, loss_cls: 1.5429, loss: 1.5429, grad_norm: 6.5281 2020-09-13 08:23:37,388 - mmaction - INFO - Epoch [22][2180/2640] lr: 1.000e-03, eta: 23:25:17, time: 1.019, data_time: 0.005, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8586, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.2643 2020-09-13 08:23:56,954 - mmaction - INFO - Epoch [22][2200/2640] lr: 1.000e-03, eta: 23:24:50, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8516, loss_cls: 1.4582, loss: 1.4582, grad_norm: 6.4575 2020-09-13 08:24:15,338 - mmaction - INFO - Epoch [22][2220/2640] lr: 1.000e-03, eta: 23:24:22, time: 0.924, data_time: 0.009, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4515, loss: 1.4515, grad_norm: 6.2926 2020-09-13 08:24:35,137 - mmaction - INFO - Epoch [22][2240/2640] lr: 1.000e-03, eta: 23:23:56, time: 0.990, data_time: 0.004, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.5642 2020-09-13 08:24:53,433 - mmaction - INFO - Epoch [22][2260/2640] lr: 1.000e-03, eta: 23:23:27, time: 0.916, data_time: 0.007, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.5240 2020-09-13 08:25:13,780 - mmaction - INFO - Epoch [22][2280/2640] lr: 1.000e-03, eta: 23:23:02, time: 1.012, data_time: 0.005, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8328, loss_cls: 1.5400, loss: 1.5400, grad_norm: 6.4774 2020-09-13 08:25:34,401 - mmaction - INFO - Epoch [22][2300/2640] lr: 1.000e-03, eta: 23:22:36, time: 1.035, data_time: 0.008, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8523, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.5332 2020-09-13 08:25:53,573 - mmaction - INFO - Epoch [22][2320/2640] lr: 1.000e-03, eta: 23:22:09, time: 0.959, data_time: 0.003, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5082, loss: 1.5082, grad_norm: 6.4440 2020-09-13 08:26:13,269 - mmaction - INFO - Epoch [22][2340/2640] lr: 1.000e-03, eta: 23:21:43, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6078, top5_acc: 0.8375, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.4455 2020-09-13 08:26:32,843 - mmaction - INFO - Epoch [22][2360/2640] lr: 1.000e-03, eta: 23:21:16, time: 0.980, data_time: 0.004, memory: 7069, top1_acc: 0.6180, top5_acc: 0.8430, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.2899 2020-09-13 08:26:53,348 - mmaction - INFO - Epoch [22][2380/2640] lr: 1.000e-03, eta: 23:20:51, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.5224, loss: 1.5224, grad_norm: 6.5836 2020-09-13 08:27:12,441 - mmaction - INFO - Epoch [22][2400/2640] lr: 1.000e-03, eta: 23:20:23, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8625, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.3180 2020-09-13 08:27:31,352 - mmaction - INFO - Epoch [22][2420/2640] lr: 1.000e-03, eta: 23:19:56, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4176, loss: 1.4176, grad_norm: 6.2777 2020-09-13 08:27:51,131 - mmaction - INFO - Epoch [22][2440/2640] lr: 1.000e-03, eta: 23:19:30, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8508, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.4705 2020-09-13 08:28:10,372 - mmaction - INFO - Epoch [22][2460/2640] lr: 1.000e-03, eta: 23:19:03, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.3426 2020-09-13 08:28:30,480 - mmaction - INFO - Epoch [22][2480/2640] lr: 1.000e-03, eta: 23:18:37, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.5947 2020-09-13 08:28:49,177 - mmaction - INFO - Epoch [22][2500/2640] lr: 1.000e-03, eta: 23:18:09, time: 0.934, data_time: 0.003, memory: 7069, top1_acc: 0.5914, top5_acc: 0.8250, loss_cls: 1.6063, loss: 1.6063, grad_norm: 6.7079 2020-09-13 08:29:08,058 - mmaction - INFO - Epoch [22][2520/2640] lr: 1.000e-03, eta: 23:17:42, time: 0.945, data_time: 0.007, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.4695, loss: 1.4695, grad_norm: 6.4473 2020-09-13 08:29:26,579 - mmaction - INFO - Epoch [22][2540/2640] lr: 1.000e-03, eta: 23:17:13, time: 0.921, data_time: 0.005, memory: 7069, top1_acc: 0.5859, top5_acc: 0.8297, loss_cls: 1.5887, loss: 1.5887, grad_norm: 6.6752 2020-09-13 08:29:46,924 - mmaction - INFO - Epoch [22][2560/2640] lr: 1.000e-03, eta: 23:16:48, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.5492, loss: 1.5492, grad_norm: 6.6641 2020-09-13 08:30:06,007 - mmaction - INFO - Epoch [22][2580/2640] lr: 1.000e-03, eta: 23:16:21, time: 0.953, data_time: 0.004, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.3950 2020-09-13 08:30:25,914 - mmaction - INFO - Epoch [22][2600/2640] lr: 1.000e-03, eta: 23:15:55, time: 0.996, data_time: 0.004, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.6148 2020-09-13 08:30:46,218 - mmaction - INFO - Epoch [22][2620/2640] lr: 1.000e-03, eta: 23:15:29, time: 1.015, data_time: 0.005, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8562, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.4045 2020-09-13 08:31:03,042 - mmaction - INFO - Epoch [22][2640/2640] lr: 1.000e-03, eta: 23:14:59, time: 0.841, data_time: 0.003, memory: 7069, top1_acc: 0.6153, top5_acc: 0.8395, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.4839 2020-09-13 08:31:19,577 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-09-13 08:37:47,482 - mmaction - INFO - Epoch [23][20/2640] lr: 1.000e-03, eta: 23:22:19, time: 19.311, data_time: 18.330, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8586, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.3317 2020-09-13 08:38:07,560 - mmaction - INFO - Epoch [23][40/2640] lr: 1.000e-03, eta: 23:21:53, time: 1.009, data_time: 0.305, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8422, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.4505 2020-09-13 08:38:26,571 - mmaction - INFO - Epoch [23][60/2640] lr: 1.000e-03, eta: 23:21:25, time: 0.955, data_time: 0.127, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4423, loss: 1.4423, grad_norm: 6.4355 2020-09-13 08:38:45,408 - mmaction - INFO - Epoch [23][80/2640] lr: 1.000e-03, eta: 23:20:57, time: 0.938, data_time: 0.086, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.2943 2020-09-13 08:39:05,436 - mmaction - INFO - Epoch [23][100/2640] lr: 1.000e-03, eta: 23:20:31, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.5935 2020-09-13 08:39:25,191 - mmaction - INFO - Epoch [23][120/2640] lr: 1.000e-03, eta: 23:20:05, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.4852, loss: 1.4852, grad_norm: 6.5853 2020-09-13 08:39:45,891 - mmaction - INFO - Epoch [23][140/2640] lr: 1.000e-03, eta: 23:19:39, time: 1.036, data_time: 0.005, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8430, loss_cls: 1.5624, loss: 1.5624, grad_norm: 6.5389 2020-09-13 08:40:06,457 - mmaction - INFO - Epoch [23][160/2640] lr: 1.000e-03, eta: 23:19:14, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4858, loss: 1.4858, grad_norm: 6.5165 2020-09-13 08:40:24,589 - mmaction - INFO - Epoch [23][180/2640] lr: 1.000e-03, eta: 23:18:45, time: 0.910, data_time: 0.005, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.5074, loss: 1.5074, grad_norm: 6.5848 2020-09-13 08:40:44,346 - mmaction - INFO - Epoch [23][200/2640] lr: 1.000e-03, eta: 23:18:19, time: 0.986, data_time: 0.006, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8562, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.4634 2020-09-13 08:41:04,058 - mmaction - INFO - Epoch [23][220/2640] lr: 1.000e-03, eta: 23:17:52, time: 0.986, data_time: 0.004, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8352, loss_cls: 1.5138, loss: 1.5138, grad_norm: 6.5670 2020-09-13 08:41:23,960 - mmaction - INFO - Epoch [23][240/2640] lr: 1.000e-03, eta: 23:17:25, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.4593 2020-09-13 08:41:43,795 - mmaction - INFO - Epoch [23][260/2640] lr: 1.000e-03, eta: 23:16:59, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.3493 2020-09-13 08:42:03,063 - mmaction - INFO - Epoch [23][280/2640] lr: 1.000e-03, eta: 23:16:32, time: 0.965, data_time: 0.004, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.4877, loss: 1.4877, grad_norm: 6.4767 2020-09-13 08:42:22,471 - mmaction - INFO - Epoch [23][300/2640] lr: 1.000e-03, eta: 23:16:05, time: 0.970, data_time: 0.002, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.6334 2020-09-13 08:42:41,552 - mmaction - INFO - Epoch [23][320/2640] lr: 1.000e-03, eta: 23:15:37, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8609, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.4483 2020-09-13 08:43:01,943 - mmaction - INFO - Epoch [23][340/2640] lr: 1.000e-03, eta: 23:15:12, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.5898, top5_acc: 0.8367, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.8707 2020-09-13 08:43:22,174 - mmaction - INFO - Epoch [23][360/2640] lr: 1.000e-03, eta: 23:14:46, time: 1.008, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.4745 2020-09-13 08:43:40,738 - mmaction - INFO - Epoch [23][380/2640] lr: 1.000e-03, eta: 23:14:18, time: 0.933, data_time: 0.009, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8539, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.7999 2020-09-13 08:44:01,096 - mmaction - INFO - Epoch [23][400/2640] lr: 1.000e-03, eta: 23:13:52, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.4340 2020-09-13 08:44:20,664 - mmaction - INFO - Epoch [23][420/2640] lr: 1.000e-03, eta: 23:13:25, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8539, loss_cls: 1.4805, loss: 1.4805, grad_norm: 6.5298 2020-09-13 08:44:39,364 - mmaction - INFO - Epoch [23][440/2640] lr: 1.000e-03, eta: 23:12:58, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.5984, top5_acc: 0.8336, loss_cls: 1.5388, loss: 1.5388, grad_norm: 6.6935 2020-09-13 08:45:00,433 - mmaction - INFO - Epoch [23][460/2640] lr: 1.000e-03, eta: 23:12:33, time: 1.049, data_time: 0.007, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8594, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.6597 2020-09-13 08:45:19,565 - mmaction - INFO - Epoch [23][480/2640] lr: 1.000e-03, eta: 23:12:05, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.5903 2020-09-13 08:45:38,086 - mmaction - INFO - Epoch [23][500/2640] lr: 1.000e-03, eta: 23:11:37, time: 0.923, data_time: 0.007, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8422, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.6997 2020-09-13 08:45:57,318 - mmaction - INFO - Epoch [23][520/2640] lr: 1.000e-03, eta: 23:11:10, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8414, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.7122 2020-09-13 08:46:19,024 - mmaction - INFO - Epoch [23][540/2640] lr: 1.000e-03, eta: 23:10:46, time: 1.082, data_time: 0.006, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8500, loss_cls: 1.4405, loss: 1.4405, grad_norm: 6.5689 2020-09-13 08:46:39,089 - mmaction - INFO - Epoch [23][560/2640] lr: 1.000e-03, eta: 23:10:20, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.4522, loss: 1.4522, grad_norm: 6.7176 2020-09-13 08:46:58,377 - mmaction - INFO - Epoch [23][580/2640] lr: 1.000e-03, eta: 23:09:53, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8492, loss_cls: 1.4828, loss: 1.4828, grad_norm: 6.8194 2020-09-13 08:47:18,339 - mmaction - INFO - Epoch [23][600/2640] lr: 1.000e-03, eta: 23:09:27, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8422, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.6817 2020-09-13 08:47:35,783 - mmaction - INFO - Epoch [23][620/2640] lr: 1.000e-03, eta: 23:08:57, time: 0.866, data_time: 0.044, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.8227 2020-09-13 08:47:55,282 - mmaction - INFO - Epoch [23][640/2640] lr: 1.000e-03, eta: 23:08:31, time: 0.982, data_time: 0.101, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8367, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.6766 2020-09-13 08:48:14,507 - mmaction - INFO - Epoch [23][660/2640] lr: 1.000e-03, eta: 23:08:04, time: 0.960, data_time: 0.104, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.4803, loss: 1.4803, grad_norm: 6.6452 2020-09-13 08:48:35,010 - mmaction - INFO - Epoch [23][680/2640] lr: 1.000e-03, eta: 23:07:38, time: 1.025, data_time: 0.364, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.5481 2020-09-13 08:48:53,911 - mmaction - INFO - Epoch [23][700/2640] lr: 1.000e-03, eta: 23:07:10, time: 0.941, data_time: 0.322, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8578, loss_cls: 1.4408, loss: 1.4408, grad_norm: 6.3574 2020-09-13 08:49:13,180 - mmaction - INFO - Epoch [23][720/2640] lr: 1.000e-03, eta: 23:06:43, time: 0.968, data_time: 0.347, memory: 7069, top1_acc: 0.5961, top5_acc: 0.8375, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.7879 2020-09-13 08:49:32,752 - mmaction - INFO - Epoch [23][740/2640] lr: 1.000e-03, eta: 23:06:17, time: 0.978, data_time: 0.274, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8383, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.6716 2020-09-13 08:49:53,633 - mmaction - INFO - Epoch [23][760/2640] lr: 1.000e-03, eta: 23:05:52, time: 1.043, data_time: 0.227, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8633, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.3333 2020-09-13 08:50:12,082 - mmaction - INFO - Epoch [23][780/2640] lr: 1.000e-03, eta: 23:05:24, time: 0.920, data_time: 0.082, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8492, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.6221 2020-09-13 08:50:31,991 - mmaction - INFO - Epoch [23][800/2640] lr: 1.000e-03, eta: 23:04:57, time: 0.999, data_time: 0.009, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.4440 2020-09-13 08:50:52,347 - mmaction - INFO - Epoch [23][820/2640] lr: 1.000e-03, eta: 23:04:32, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.4520, loss: 1.4520, grad_norm: 6.5305 2020-09-13 08:51:12,457 - mmaction - INFO - Epoch [23][840/2640] lr: 1.000e-03, eta: 23:04:06, time: 1.009, data_time: 0.007, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8438, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.6045 2020-09-13 08:51:29,361 - mmaction - INFO - Epoch [23][860/2640] lr: 1.000e-03, eta: 23:03:36, time: 0.843, data_time: 0.006, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8609, loss_cls: 1.4562, loss: 1.4562, grad_norm: 6.5499 2020-09-13 08:51:49,316 - mmaction - INFO - Epoch [23][880/2640] lr: 1.000e-03, eta: 23:03:10, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8516, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.7627 2020-09-13 08:52:09,807 - mmaction - INFO - Epoch [23][900/2640] lr: 1.000e-03, eta: 23:02:44, time: 1.024, data_time: 0.005, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8555, loss_cls: 1.4652, loss: 1.4652, grad_norm: 6.5692 2020-09-13 08:52:28,818 - mmaction - INFO - Epoch [23][920/2640] lr: 1.000e-03, eta: 23:02:17, time: 0.950, data_time: 0.003, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8477, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.6919 2020-09-13 08:52:49,360 - mmaction - INFO - Epoch [23][940/2640] lr: 1.000e-03, eta: 23:01:51, time: 1.024, data_time: 0.007, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8414, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.8184 2020-09-13 08:53:08,820 - mmaction - INFO - Epoch [23][960/2640] lr: 1.000e-03, eta: 23:01:25, time: 0.977, data_time: 0.009, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.5593 2020-09-13 08:53:28,408 - mmaction - INFO - Epoch [23][980/2640] lr: 1.000e-03, eta: 23:00:58, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.4333 2020-09-13 08:53:49,761 - mmaction - INFO - Epoch [23][1000/2640] lr: 1.000e-03, eta: 23:00:34, time: 1.069, data_time: 0.004, memory: 7069, top1_acc: 0.5953, top5_acc: 0.8297, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.8676 2020-09-13 08:54:09,471 - mmaction - INFO - Epoch [23][1020/2640] lr: 1.000e-03, eta: 23:00:07, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.6841 2020-09-13 08:54:28,773 - mmaction - INFO - Epoch [23][1040/2640] lr: 1.000e-03, eta: 22:59:40, time: 0.965, data_time: 0.003, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8586, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.7755 2020-09-13 08:54:47,869 - mmaction - INFO - Epoch [23][1060/2640] lr: 1.000e-03, eta: 22:59:13, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.5845 2020-09-13 08:55:06,120 - mmaction - INFO - Epoch [23][1080/2640] lr: 1.000e-03, eta: 22:58:45, time: 0.917, data_time: 0.008, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8633, loss_cls: 1.4063, loss: 1.4063, grad_norm: 6.5560 2020-09-13 08:55:24,845 - mmaction - INFO - Epoch [23][1100/2640] lr: 1.000e-03, eta: 22:58:17, time: 0.936, data_time: 0.002, memory: 7069, top1_acc: 0.6102, top5_acc: 0.8469, loss_cls: 1.5159, loss: 1.5159, grad_norm: 6.7491 2020-09-13 08:55:46,222 - mmaction - INFO - Epoch [23][1120/2640] lr: 1.000e-03, eta: 22:57:53, time: 1.064, data_time: 0.006, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.4916, loss: 1.4916, grad_norm: 6.2794 2020-09-13 08:56:05,071 - mmaction - INFO - Epoch [23][1140/2640] lr: 1.000e-03, eta: 22:57:26, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8461, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.6966 2020-09-13 08:56:24,916 - mmaction - INFO - Epoch [23][1160/2640] lr: 1.000e-03, eta: 22:56:59, time: 0.992, data_time: 0.007, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8484, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.7804 2020-09-13 08:56:44,919 - mmaction - INFO - Epoch [23][1180/2640] lr: 1.000e-03, eta: 22:56:33, time: 1.000, data_time: 0.003, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8570, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.4030 2020-09-13 08:57:03,547 - mmaction - INFO - Epoch [23][1200/2640] lr: 1.000e-03, eta: 22:56:05, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8414, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.7558 2020-09-13 08:57:22,951 - mmaction - INFO - Epoch [23][1220/2640] lr: 1.000e-03, eta: 22:55:39, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8445, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.7158 2020-09-13 08:57:43,027 - mmaction - INFO - Epoch [23][1240/2640] lr: 1.000e-03, eta: 22:55:13, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8492, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.4515 2020-09-13 08:58:02,625 - mmaction - INFO - Epoch [23][1260/2640] lr: 1.000e-03, eta: 22:54:46, time: 0.985, data_time: 0.009, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8383, loss_cls: 1.5170, loss: 1.5170, grad_norm: 6.7032 2020-09-13 08:58:22,134 - mmaction - INFO - Epoch [23][1280/2640] lr: 1.000e-03, eta: 22:54:20, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4511, loss: 1.4511, grad_norm: 6.5088 2020-09-13 08:58:40,402 - mmaction - INFO - Epoch [23][1300/2640] lr: 1.000e-03, eta: 22:53:52, time: 0.920, data_time: 0.009, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8664, loss_cls: 1.3686, loss: 1.3686, grad_norm: 6.4791 2020-09-13 08:59:00,060 - mmaction - INFO - Epoch [23][1320/2640] lr: 1.000e-03, eta: 22:53:25, time: 0.975, data_time: 0.011, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8578, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.6663 2020-09-13 08:59:20,994 - mmaction - INFO - Epoch [23][1340/2640] lr: 1.000e-03, eta: 22:53:00, time: 1.054, data_time: 0.437, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.4880, loss: 1.4880, grad_norm: 6.6369 2020-09-13 08:59:40,360 - mmaction - INFO - Epoch [23][1360/2640] lr: 1.000e-03, eta: 22:52:34, time: 0.967, data_time: 0.308, memory: 7069, top1_acc: 0.6023, top5_acc: 0.8594, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.7465 2020-09-13 08:59:59,942 - mmaction - INFO - Epoch [23][1380/2640] lr: 1.000e-03, eta: 22:52:07, time: 0.978, data_time: 0.135, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8492, loss_cls: 1.4662, loss: 1.4662, grad_norm: 6.5570 2020-09-13 09:00:19,654 - mmaction - INFO - Epoch [23][1400/2640] lr: 1.000e-03, eta: 22:51:40, time: 0.977, data_time: 0.082, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8523, loss_cls: 1.4798, loss: 1.4798, grad_norm: 6.7967 2020-09-13 09:00:39,906 - mmaction - INFO - Epoch [23][1420/2640] lr: 1.000e-03, eta: 22:51:15, time: 1.008, data_time: 0.118, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.3934, loss: 1.3934, grad_norm: 6.4513 2020-09-13 09:00:56,880 - mmaction - INFO - Epoch [23][1440/2640] lr: 1.000e-03, eta: 22:50:45, time: 0.860, data_time: 0.109, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.7688 2020-09-13 09:01:16,323 - mmaction - INFO - Epoch [23][1460/2640] lr: 1.000e-03, eta: 22:50:19, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8492, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.7492 2020-09-13 09:01:35,467 - mmaction - INFO - Epoch [23][1480/2640] lr: 1.000e-03, eta: 22:49:52, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8344, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.7390 2020-09-13 09:01:56,812 - mmaction - INFO - Epoch [23][1500/2640] lr: 1.000e-03, eta: 22:49:27, time: 1.060, data_time: 0.006, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.8111 2020-09-13 09:02:15,821 - mmaction - INFO - Epoch [23][1520/2640] lr: 1.000e-03, eta: 22:49:00, time: 0.958, data_time: 0.010, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8625, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.7263 2020-09-13 09:02:35,869 - mmaction - INFO - Epoch [23][1540/2640] lr: 1.000e-03, eta: 22:48:34, time: 1.002, data_time: 0.005, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8484, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.4566 2020-09-13 09:02:55,219 - mmaction - INFO - Epoch [23][1560/2640] lr: 1.000e-03, eta: 22:48:08, time: 0.966, data_time: 0.025, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.7277 2020-09-13 09:03:13,939 - mmaction - INFO - Epoch [23][1580/2640] lr: 1.000e-03, eta: 22:47:40, time: 0.933, data_time: 0.010, memory: 7069, top1_acc: 0.6055, top5_acc: 0.8367, loss_cls: 1.5467, loss: 1.5467, grad_norm: 6.8153 2020-09-13 09:03:33,815 - mmaction - INFO - Epoch [23][1600/2640] lr: 1.000e-03, eta: 22:47:14, time: 0.998, data_time: 0.031, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8477, loss_cls: 1.4653, loss: 1.4653, grad_norm: 6.5814 2020-09-13 09:03:54,152 - mmaction - INFO - Epoch [23][1620/2640] lr: 1.000e-03, eta: 22:46:48, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.7903 2020-09-13 09:04:13,379 - mmaction - INFO - Epoch [23][1640/2640] lr: 1.000e-03, eta: 22:46:22, time: 0.965, data_time: 0.055, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4343, loss: 1.4343, grad_norm: 6.7069 2020-09-13 09:04:32,529 - mmaction - INFO - Epoch [23][1660/2640] lr: 1.000e-03, eta: 22:45:55, time: 0.958, data_time: 0.093, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8391, loss_cls: 1.4930, loss: 1.4930, grad_norm: 6.8895 2020-09-13 09:04:52,279 - mmaction - INFO - Epoch [23][1680/2640] lr: 1.000e-03, eta: 22:45:28, time: 0.987, data_time: 0.003, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8570, loss_cls: 1.4332, loss: 1.4332, grad_norm: 6.7057 2020-09-13 09:05:11,848 - mmaction - INFO - Epoch [23][1700/2640] lr: 1.000e-03, eta: 22:45:02, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8492, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.6869 2020-09-13 09:05:31,725 - mmaction - INFO - Epoch [23][1720/2640] lr: 1.000e-03, eta: 22:44:36, time: 0.994, data_time: 0.071, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.3696 2020-09-13 09:05:50,575 - mmaction - INFO - Epoch [23][1740/2640] lr: 1.000e-03, eta: 22:44:08, time: 0.940, data_time: 0.326, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.5525 2020-09-13 09:06:09,366 - mmaction - INFO - Epoch [23][1760/2640] lr: 1.000e-03, eta: 22:43:41, time: 0.943, data_time: 0.054, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8430, loss_cls: 1.5187, loss: 1.5187, grad_norm: 6.9195 2020-09-13 09:06:28,841 - mmaction - INFO - Epoch [23][1780/2640] lr: 1.000e-03, eta: 22:43:15, time: 0.972, data_time: 0.020, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.6432 2020-09-13 09:06:49,014 - mmaction - INFO - Epoch [23][1800/2640] lr: 1.000e-03, eta: 22:42:49, time: 1.009, data_time: 0.004, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8602, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.5679 2020-09-13 09:07:08,401 - mmaction - INFO - Epoch [23][1820/2640] lr: 1.000e-03, eta: 22:42:22, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8516, loss_cls: 1.4782, loss: 1.4782, grad_norm: 6.7318 2020-09-13 09:07:26,812 - mmaction - INFO - Epoch [23][1840/2640] lr: 1.000e-03, eta: 22:41:55, time: 0.926, data_time: 0.008, memory: 7069, top1_acc: 0.5945, top5_acc: 0.8266, loss_cls: 1.5869, loss: 1.5869, grad_norm: 6.9646 2020-09-13 09:07:48,116 - mmaction - INFO - Epoch [23][1860/2640] lr: 1.000e-03, eta: 22:41:30, time: 1.063, data_time: 0.006, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8555, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.6972 2020-09-13 09:08:06,284 - mmaction - INFO - Epoch [23][1880/2640] lr: 1.000e-03, eta: 22:41:02, time: 0.911, data_time: 0.007, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.7149 2020-09-13 09:08:25,731 - mmaction - INFO - Epoch [23][1900/2640] lr: 1.000e-03, eta: 22:40:35, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8484, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.6899 2020-09-13 09:08:45,757 - mmaction - INFO - Epoch [23][1920/2640] lr: 1.000e-03, eta: 22:40:10, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.5286 2020-09-13 09:09:05,750 - mmaction - INFO - Epoch [23][1940/2640] lr: 1.000e-03, eta: 22:39:44, time: 0.997, data_time: 0.009, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8648, loss_cls: 1.3812, loss: 1.3812, grad_norm: 6.4455 2020-09-13 09:09:23,462 - mmaction - INFO - Epoch [23][1960/2640] lr: 1.000e-03, eta: 22:39:15, time: 0.890, data_time: 0.008, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8344, loss_cls: 1.5238, loss: 1.5238, grad_norm: 6.6724 2020-09-13 09:09:42,915 - mmaction - INFO - Epoch [23][1980/2640] lr: 1.000e-03, eta: 22:38:49, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8375, loss_cls: 1.5164, loss: 1.5164, grad_norm: 6.5012 2020-09-13 09:10:03,346 - mmaction - INFO - Epoch [23][2000/2640] lr: 1.000e-03, eta: 22:38:23, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8523, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.5084 2020-09-13 09:10:22,853 - mmaction - INFO - Epoch [23][2020/2640] lr: 1.000e-03, eta: 22:37:57, time: 0.976, data_time: 0.010, memory: 7069, top1_acc: 0.6000, top5_acc: 0.8336, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.7974 2020-09-13 09:10:41,734 - mmaction - INFO - Epoch [23][2040/2640] lr: 1.000e-03, eta: 22:37:30, time: 0.939, data_time: 0.015, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8477, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.5993 2020-09-13 09:11:00,271 - mmaction - INFO - Epoch [23][2060/2640] lr: 1.000e-03, eta: 22:37:02, time: 0.931, data_time: 0.195, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4606, loss: 1.4606, grad_norm: 6.7718 2020-09-13 09:11:20,442 - mmaction - INFO - Epoch [23][2080/2640] lr: 1.000e-03, eta: 22:36:36, time: 1.005, data_time: 0.402, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8531, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.6352 2020-09-13 09:11:38,354 - mmaction - INFO - Epoch [23][2100/2640] lr: 1.000e-03, eta: 22:36:08, time: 0.899, data_time: 0.296, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8641, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.7085 2020-09-13 09:11:58,860 - mmaction - INFO - Epoch [23][2120/2640] lr: 1.000e-03, eta: 22:35:43, time: 1.022, data_time: 0.101, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.6521 2020-09-13 09:12:19,825 - mmaction - INFO - Epoch [23][2140/2640] lr: 1.000e-03, eta: 22:35:18, time: 1.051, data_time: 0.009, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8344, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.8185 2020-09-13 09:12:38,253 - mmaction - INFO - Epoch [23][2160/2640] lr: 1.000e-03, eta: 22:34:51, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8484, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.7480 2020-09-13 09:12:56,931 - mmaction - INFO - Epoch [23][2180/2640] lr: 1.000e-03, eta: 22:34:23, time: 0.935, data_time: 0.003, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.4831, loss: 1.4831, grad_norm: 6.8072 2020-09-13 09:13:16,696 - mmaction - INFO - Epoch [23][2200/2640] lr: 1.000e-03, eta: 22:33:57, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.6034 2020-09-13 09:13:36,872 - mmaction - INFO - Epoch [23][2220/2640] lr: 1.000e-03, eta: 22:33:31, time: 1.013, data_time: 0.111, memory: 7069, top1_acc: 0.6102, top5_acc: 0.8578, loss_cls: 1.4779, loss: 1.4779, grad_norm: 6.8075 2020-09-13 09:13:55,715 - mmaction - INFO - Epoch [23][2240/2640] lr: 1.000e-03, eta: 22:33:04, time: 0.939, data_time: 0.010, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.7361 2020-09-13 09:14:15,974 - mmaction - INFO - Epoch [23][2260/2640] lr: 1.000e-03, eta: 22:32:39, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8555, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.6526 2020-09-13 09:14:34,371 - mmaction - INFO - Epoch [23][2280/2640] lr: 1.000e-03, eta: 22:32:11, time: 0.923, data_time: 0.005, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8602, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.8145 2020-09-13 09:14:54,190 - mmaction - INFO - Epoch [23][2300/2640] lr: 1.000e-03, eta: 22:31:45, time: 0.987, data_time: 0.014, memory: 7069, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.9009 2020-09-13 09:15:13,997 - mmaction - INFO - Epoch [23][2320/2640] lr: 1.000e-03, eta: 22:31:19, time: 0.995, data_time: 0.126, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8523, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.4507 2020-09-13 09:15:33,608 - mmaction - INFO - Epoch [23][2340/2640] lr: 1.000e-03, eta: 22:30:53, time: 0.975, data_time: 0.030, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.7674 2020-09-13 09:15:52,915 - mmaction - INFO - Epoch [23][2360/2640] lr: 1.000e-03, eta: 22:30:26, time: 0.972, data_time: 0.009, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8461, loss_cls: 1.4916, loss: 1.4916, grad_norm: 6.6595 2020-09-13 09:16:13,332 - mmaction - INFO - Epoch [23][2380/2640] lr: 1.000e-03, eta: 22:30:01, time: 1.015, data_time: 0.024, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8617, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.8197 2020-09-13 09:16:31,979 - mmaction - INFO - Epoch [23][2400/2640] lr: 1.000e-03, eta: 22:29:34, time: 0.937, data_time: 0.169, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.5422, loss: 1.5422, grad_norm: 6.8565 2020-09-13 09:16:51,217 - mmaction - INFO - Epoch [23][2420/2640] lr: 1.000e-03, eta: 22:29:07, time: 0.954, data_time: 0.111, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.6147 2020-09-13 09:17:09,684 - mmaction - INFO - Epoch [23][2440/2640] lr: 1.000e-03, eta: 22:28:39, time: 0.931, data_time: 0.255, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.6159 2020-09-13 09:17:30,062 - mmaction - INFO - Epoch [23][2460/2640] lr: 1.000e-03, eta: 22:28:14, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4413, loss: 1.4413, grad_norm: 6.7159 2020-09-13 09:17:49,659 - mmaction - INFO - Epoch [23][2480/2640] lr: 1.000e-03, eta: 22:27:48, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.4768, loss: 1.4768, grad_norm: 6.7191 2020-09-13 09:18:09,606 - mmaction - INFO - Epoch [23][2500/2640] lr: 1.000e-03, eta: 22:27:22, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8586, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.8140 2020-09-13 09:18:28,152 - mmaction - INFO - Epoch [23][2520/2640] lr: 1.000e-03, eta: 22:26:54, time: 0.927, data_time: 0.003, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8422, loss_cls: 1.5256, loss: 1.5256, grad_norm: 6.8901 2020-09-13 09:18:49,018 - mmaction - INFO - Epoch [23][2540/2640] lr: 1.000e-03, eta: 22:26:30, time: 1.041, data_time: 0.008, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4061, loss: 1.4061, grad_norm: 6.7605 2020-09-13 09:19:06,902 - mmaction - INFO - Epoch [23][2560/2640] lr: 1.000e-03, eta: 22:26:02, time: 0.898, data_time: 0.008, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8555, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.8163 2020-09-13 09:19:26,371 - mmaction - INFO - Epoch [23][2580/2640] lr: 1.000e-03, eta: 22:25:35, time: 0.972, data_time: 0.027, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8422, loss_cls: 1.5073, loss: 1.5073, grad_norm: 6.7862 2020-09-13 09:19:46,629 - mmaction - INFO - Epoch [23][2600/2640] lr: 1.000e-03, eta: 22:25:10, time: 1.014, data_time: 0.052, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8492, loss_cls: 1.4652, loss: 1.4652, grad_norm: 6.8726 2020-09-13 09:20:06,947 - mmaction - INFO - Epoch [23][2620/2640] lr: 1.000e-03, eta: 22:24:44, time: 1.015, data_time: 0.170, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8664, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.6839 2020-09-13 09:20:23,795 - mmaction - INFO - Epoch [23][2640/2640] lr: 1.000e-03, eta: 22:24:15, time: 0.844, data_time: 0.254, memory: 7069, top1_acc: 0.6194, top5_acc: 0.8347, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.9887 2020-09-13 09:20:41,604 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-09-13 09:27:04,631 - mmaction - INFO - Epoch [24][20/2640] lr: 1.000e-03, eta: 22:30:53, time: 19.072, data_time: 18.087, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8570, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.7589 2020-09-13 09:27:25,809 - mmaction - INFO - Epoch [24][40/2640] lr: 1.000e-03, eta: 22:30:29, time: 1.066, data_time: 0.029, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.6627 2020-09-13 09:27:45,965 - mmaction - INFO - Epoch [24][60/2640] lr: 1.000e-03, eta: 22:30:03, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4435, loss: 1.4435, grad_norm: 6.5032 2020-09-13 09:28:05,154 - mmaction - INFO - Epoch [24][80/2640] lr: 1.000e-03, eta: 22:29:36, time: 0.958, data_time: 0.006, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8625, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.6711 2020-09-13 09:28:23,022 - mmaction - INFO - Epoch [24][100/2640] lr: 1.000e-03, eta: 22:29:08, time: 0.893, data_time: 0.003, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8711, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.5228 2020-09-13 09:28:41,576 - mmaction - INFO - Epoch [24][120/2640] lr: 1.000e-03, eta: 22:28:40, time: 0.928, data_time: 0.070, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8453, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.7812 2020-09-13 09:29:00,281 - mmaction - INFO - Epoch [24][140/2640] lr: 1.000e-03, eta: 22:28:13, time: 0.936, data_time: 0.034, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8461, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.7525 2020-09-13 09:29:20,936 - mmaction - INFO - Epoch [24][160/2640] lr: 1.000e-03, eta: 22:27:48, time: 1.033, data_time: 0.396, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8523, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.8016 2020-09-13 09:29:40,954 - mmaction - INFO - Epoch [24][180/2640] lr: 1.000e-03, eta: 22:27:22, time: 1.001, data_time: 0.413, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.9140 2020-09-13 09:30:01,198 - mmaction - INFO - Epoch [24][200/2640] lr: 1.000e-03, eta: 22:26:56, time: 1.011, data_time: 0.395, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8656, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.0327 2020-09-13 09:30:20,019 - mmaction - INFO - Epoch [24][220/2640] lr: 1.000e-03, eta: 22:26:29, time: 0.941, data_time: 0.328, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8539, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.6700 2020-09-13 09:30:39,097 - mmaction - INFO - Epoch [24][240/2640] lr: 1.000e-03, eta: 22:26:02, time: 0.949, data_time: 0.222, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8523, loss_cls: 1.5044, loss: 1.5044, grad_norm: 7.0208 2020-09-13 09:30:59,156 - mmaction - INFO - Epoch [24][260/2640] lr: 1.000e-03, eta: 22:25:36, time: 1.007, data_time: 0.090, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.5984 2020-09-13 09:31:18,884 - mmaction - INFO - Epoch [24][280/2640] lr: 1.000e-03, eta: 22:25:10, time: 0.987, data_time: 0.083, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.3818 2020-09-13 09:31:37,634 - mmaction - INFO - Epoch [24][300/2640] lr: 1.000e-03, eta: 22:24:42, time: 0.938, data_time: 0.020, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8469, loss_cls: 1.4545, loss: 1.4545, grad_norm: 6.7564 2020-09-13 09:31:56,983 - mmaction - INFO - Epoch [24][320/2640] lr: 1.000e-03, eta: 22:24:15, time: 0.963, data_time: 0.089, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8594, loss_cls: 1.3966, loss: 1.3966, grad_norm: 6.8399 2020-09-13 09:32:16,186 - mmaction - INFO - Epoch [24][340/2640] lr: 1.000e-03, eta: 22:23:49, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.6125, top5_acc: 0.8555, loss_cls: 1.4658, loss: 1.4658, grad_norm: 6.9310 2020-09-13 09:32:36,024 - mmaction - INFO - Epoch [24][360/2640] lr: 1.000e-03, eta: 22:23:23, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8703, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.7771 2020-09-13 09:32:56,702 - mmaction - INFO - Epoch [24][380/2640] lr: 1.000e-03, eta: 22:22:57, time: 1.030, data_time: 0.006, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8617, loss_cls: 1.3913, loss: 1.3913, grad_norm: 6.6306 2020-09-13 09:33:15,641 - mmaction - INFO - Epoch [24][400/2640] lr: 1.000e-03, eta: 22:22:30, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.0694 2020-09-13 09:33:34,380 - mmaction - INFO - Epoch [24][420/2640] lr: 1.000e-03, eta: 22:22:03, time: 0.936, data_time: 0.006, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.7710 2020-09-13 09:33:54,421 - mmaction - INFO - Epoch [24][440/2640] lr: 1.000e-03, eta: 22:21:37, time: 1.002, data_time: 0.002, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4265, loss: 1.4265, grad_norm: 6.8230 2020-09-13 09:34:13,153 - mmaction - INFO - Epoch [24][460/2640] lr: 1.000e-03, eta: 22:21:10, time: 0.932, data_time: 0.006, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4215, loss: 1.4215, grad_norm: 6.8669 2020-09-13 09:34:33,273 - mmaction - INFO - Epoch [24][480/2640] lr: 1.000e-03, eta: 22:20:44, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.0183 2020-09-13 09:34:52,928 - mmaction - INFO - Epoch [24][500/2640] lr: 1.000e-03, eta: 22:20:18, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8391, loss_cls: 1.5567, loss: 1.5567, grad_norm: 7.0375 2020-09-13 09:35:11,472 - mmaction - INFO - Epoch [24][520/2640] lr: 1.000e-03, eta: 22:19:50, time: 0.927, data_time: 0.004, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8648, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.6311 2020-09-13 09:35:31,536 - mmaction - INFO - Epoch [24][540/2640] lr: 1.000e-03, eta: 22:19:24, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8422, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.8098 2020-09-13 09:35:50,207 - mmaction - INFO - Epoch [24][560/2640] lr: 1.000e-03, eta: 22:18:57, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.8945 2020-09-13 09:36:09,703 - mmaction - INFO - Epoch [24][580/2640] lr: 1.000e-03, eta: 22:18:31, time: 0.969, data_time: 0.037, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8664, loss_cls: 1.3701, loss: 1.3701, grad_norm: 6.5908 2020-09-13 09:36:30,094 - mmaction - INFO - Epoch [24][600/2640] lr: 1.000e-03, eta: 22:18:05, time: 1.026, data_time: 0.009, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8484, loss_cls: 1.4604, loss: 1.4604, grad_norm: 6.8514 2020-09-13 09:36:50,589 - mmaction - INFO - Epoch [24][620/2640] lr: 1.000e-03, eta: 22:17:40, time: 1.019, data_time: 0.005, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4109, loss: 1.4109, grad_norm: 6.9870 2020-09-13 09:37:09,969 - mmaction - INFO - Epoch [24][640/2640] lr: 1.000e-03, eta: 22:17:13, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.7590 2020-09-13 09:37:30,036 - mmaction - INFO - Epoch [24][660/2640] lr: 1.000e-03, eta: 22:16:48, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4752, loss: 1.4752, grad_norm: 7.0934 2020-09-13 09:37:50,131 - mmaction - INFO - Epoch [24][680/2640] lr: 1.000e-03, eta: 22:16:22, time: 1.005, data_time: 0.004, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8555, loss_cls: 1.4259, loss: 1.4259, grad_norm: 6.9651 2020-09-13 09:38:08,941 - mmaction - INFO - Epoch [24][700/2640] lr: 1.000e-03, eta: 22:15:55, time: 0.936, data_time: 0.006, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4254, loss: 1.4254, grad_norm: 6.7558 2020-09-13 09:38:29,387 - mmaction - INFO - Epoch [24][720/2640] lr: 1.000e-03, eta: 22:15:29, time: 1.027, data_time: 0.007, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.7223 2020-09-13 09:38:49,603 - mmaction - INFO - Epoch [24][740/2640] lr: 1.000e-03, eta: 22:15:04, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8516, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.7457 2020-09-13 09:39:09,183 - mmaction - INFO - Epoch [24][760/2640] lr: 1.000e-03, eta: 22:14:38, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8516, loss_cls: 1.4827, loss: 1.4827, grad_norm: 7.0307 2020-09-13 09:39:27,770 - mmaction - INFO - Epoch [24][780/2640] lr: 1.000e-03, eta: 22:14:10, time: 0.929, data_time: 0.134, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8461, loss_cls: 1.4857, loss: 1.4857, grad_norm: 6.7737 2020-09-13 09:39:47,995 - mmaction - INFO - Epoch [24][800/2640] lr: 1.000e-03, eta: 22:13:45, time: 1.011, data_time: 0.386, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.8390 2020-09-13 09:40:07,276 - mmaction - INFO - Epoch [24][820/2640] lr: 1.000e-03, eta: 22:13:18, time: 0.965, data_time: 0.078, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.7923 2020-09-13 09:40:27,895 - mmaction - INFO - Epoch [24][840/2640] lr: 1.000e-03, eta: 22:12:53, time: 1.031, data_time: 0.277, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8500, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.8934 2020-09-13 09:40:47,596 - mmaction - INFO - Epoch [24][860/2640] lr: 1.000e-03, eta: 22:12:27, time: 0.983, data_time: 0.363, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8445, loss_cls: 1.4375, loss: 1.4375, grad_norm: 6.9707 2020-09-13 09:41:08,629 - mmaction - INFO - Epoch [24][880/2640] lr: 1.000e-03, eta: 22:12:02, time: 1.054, data_time: 0.460, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.9501 2020-09-13 09:41:26,683 - mmaction - INFO - Epoch [24][900/2640] lr: 1.000e-03, eta: 22:11:34, time: 0.898, data_time: 0.223, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8641, loss_cls: 1.4075, loss: 1.4075, grad_norm: 6.6372 2020-09-13 09:41:45,396 - mmaction - INFO - Epoch [24][920/2640] lr: 1.000e-03, eta: 22:11:07, time: 0.940, data_time: 0.242, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4402, loss: 1.4402, grad_norm: 6.6044 2020-09-13 09:42:06,011 - mmaction - INFO - Epoch [24][940/2640] lr: 1.000e-03, eta: 22:10:42, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.0698 2020-09-13 09:42:25,866 - mmaction - INFO - Epoch [24][960/2640] lr: 1.000e-03, eta: 22:10:16, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8602, loss_cls: 1.3737, loss: 1.3737, grad_norm: 6.8409 2020-09-13 09:42:45,540 - mmaction - INFO - Epoch [24][980/2640] lr: 1.000e-03, eta: 22:09:49, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8609, loss_cls: 1.3690, loss: 1.3690, grad_norm: 6.8185 2020-09-13 09:43:04,184 - mmaction - INFO - Epoch [24][1000/2640] lr: 1.000e-03, eta: 22:09:22, time: 0.938, data_time: 0.009, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.4975, loss: 1.4975, grad_norm: 6.9757 2020-09-13 09:43:23,360 - mmaction - INFO - Epoch [24][1020/2640] lr: 1.000e-03, eta: 22:08:55, time: 0.951, data_time: 0.117, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.9757 2020-09-13 09:43:44,083 - mmaction - INFO - Epoch [24][1040/2640] lr: 1.000e-03, eta: 22:08:31, time: 1.043, data_time: 0.132, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.6718 2020-09-13 09:44:02,943 - mmaction - INFO - Epoch [24][1060/2640] lr: 1.000e-03, eta: 22:08:04, time: 0.943, data_time: 0.231, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.4202, loss: 1.4202, grad_norm: 6.8609 2020-09-13 09:44:21,992 - mmaction - INFO - Epoch [24][1080/2640] lr: 1.000e-03, eta: 22:07:37, time: 0.953, data_time: 0.003, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8656, loss_cls: 1.4241, loss: 1.4241, grad_norm: 6.8227 2020-09-13 09:44:41,979 - mmaction - INFO - Epoch [24][1100/2640] lr: 1.000e-03, eta: 22:07:11, time: 0.999, data_time: 0.003, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8617, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.9783 2020-09-13 09:45:01,842 - mmaction - INFO - Epoch [24][1120/2640] lr: 1.000e-03, eta: 22:06:45, time: 0.988, data_time: 0.074, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.9325 2020-09-13 09:45:20,807 - mmaction - INFO - Epoch [24][1140/2640] lr: 1.000e-03, eta: 22:06:18, time: 0.953, data_time: 0.038, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.3987, loss: 1.3987, grad_norm: 6.8249 2020-09-13 09:45:39,283 - mmaction - INFO - Epoch [24][1160/2640] lr: 1.000e-03, eta: 22:05:51, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.3992, loss: 1.3992, grad_norm: 6.7272 2020-09-13 09:45:58,215 - mmaction - INFO - Epoch [24][1180/2640] lr: 1.000e-03, eta: 22:05:24, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.7540 2020-09-13 09:46:17,604 - mmaction - INFO - Epoch [24][1200/2640] lr: 1.000e-03, eta: 22:04:57, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8656, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.7350 2020-09-13 09:46:36,851 - mmaction - INFO - Epoch [24][1220/2640] lr: 1.000e-03, eta: 22:04:31, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8555, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.1143 2020-09-13 09:46:56,821 - mmaction - INFO - Epoch [24][1240/2640] lr: 1.000e-03, eta: 22:04:05, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.0830 2020-09-13 09:47:16,415 - mmaction - INFO - Epoch [24][1260/2640] lr: 1.000e-03, eta: 22:03:39, time: 0.980, data_time: 0.002, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8828, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.6387 2020-09-13 09:47:35,449 - mmaction - INFO - Epoch [24][1280/2640] lr: 1.000e-03, eta: 22:03:12, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.9073 2020-09-13 09:47:56,171 - mmaction - INFO - Epoch [24][1300/2640] lr: 1.000e-03, eta: 22:02:47, time: 1.039, data_time: 0.008, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.6694 2020-09-13 09:48:15,887 - mmaction - INFO - Epoch [24][1320/2640] lr: 1.000e-03, eta: 22:02:21, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.7119 2020-09-13 09:48:35,714 - mmaction - INFO - Epoch [24][1340/2640] lr: 1.000e-03, eta: 22:01:55, time: 0.994, data_time: 0.009, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.8057 2020-09-13 09:48:53,155 - mmaction - INFO - Epoch [24][1360/2640] lr: 1.000e-03, eta: 22:01:26, time: 0.870, data_time: 0.007, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8648, loss_cls: 1.3766, loss: 1.3766, grad_norm: 6.7613 2020-09-13 09:49:12,757 - mmaction - INFO - Epoch [24][1380/2640] lr: 1.000e-03, eta: 22:01:00, time: 0.984, data_time: 0.193, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.0757 2020-09-13 09:49:32,528 - mmaction - INFO - Epoch [24][1400/2640] lr: 1.000e-03, eta: 22:00:34, time: 0.984, data_time: 0.194, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.1257 2020-09-13 09:49:51,306 - mmaction - INFO - Epoch [24][1420/2640] lr: 1.000e-03, eta: 22:00:07, time: 0.943, data_time: 0.206, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8586, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.8058 2020-09-13 09:50:10,368 - mmaction - INFO - Epoch [24][1440/2640] lr: 1.000e-03, eta: 21:59:41, time: 0.954, data_time: 0.224, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.3974, loss: 1.3974, grad_norm: 6.7985 2020-09-13 09:50:29,382 - mmaction - INFO - Epoch [24][1460/2640] lr: 1.000e-03, eta: 21:59:14, time: 0.951, data_time: 0.253, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.8563 2020-09-13 09:50:50,866 - mmaction - INFO - Epoch [24][1480/2640] lr: 1.000e-03, eta: 21:58:50, time: 1.071, data_time: 0.245, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8656, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.7122 2020-09-13 09:51:09,544 - mmaction - INFO - Epoch [24][1500/2640] lr: 1.000e-03, eta: 21:58:23, time: 0.938, data_time: 0.283, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.9556 2020-09-13 09:51:28,948 - mmaction - INFO - Epoch [24][1520/2640] lr: 1.000e-03, eta: 21:57:56, time: 0.966, data_time: 0.007, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8477, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.1091 2020-09-13 09:51:48,408 - mmaction - INFO - Epoch [24][1540/2640] lr: 1.000e-03, eta: 21:57:30, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.9037 2020-09-13 09:52:07,959 - mmaction - INFO - Epoch [24][1560/2640] lr: 1.000e-03, eta: 21:57:04, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8586, loss_cls: 1.4587, loss: 1.4587, grad_norm: 7.0860 2020-09-13 09:52:27,904 - mmaction - INFO - Epoch [24][1580/2640] lr: 1.000e-03, eta: 21:56:38, time: 1.003, data_time: 0.009, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8531, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.9839 2020-09-13 09:52:48,493 - mmaction - INFO - Epoch [24][1600/2640] lr: 1.000e-03, eta: 21:56:13, time: 1.029, data_time: 0.005, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8602, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.9266 2020-09-13 09:53:07,645 - mmaction - INFO - Epoch [24][1620/2640] lr: 1.000e-03, eta: 21:55:47, time: 0.956, data_time: 0.002, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8406, loss_cls: 1.4866, loss: 1.4866, grad_norm: 7.2094 2020-09-13 09:53:27,375 - mmaction - INFO - Epoch [24][1640/2640] lr: 1.000e-03, eta: 21:55:21, time: 0.983, data_time: 0.045, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8758, loss_cls: 1.3719, loss: 1.3719, grad_norm: 6.8306 2020-09-13 09:53:46,771 - mmaction - INFO - Epoch [24][1660/2640] lr: 1.000e-03, eta: 21:54:54, time: 0.974, data_time: 0.352, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8711, loss_cls: 1.3581, loss: 1.3581, grad_norm: 6.8123 2020-09-13 09:54:04,702 - mmaction - INFO - Epoch [24][1680/2640] lr: 1.000e-03, eta: 21:54:26, time: 0.891, data_time: 0.048, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.1592 2020-09-13 09:54:24,248 - mmaction - INFO - Epoch [24][1700/2640] lr: 1.000e-03, eta: 21:54:00, time: 0.983, data_time: 0.311, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.4849, loss: 1.4849, grad_norm: 7.0722 2020-09-13 09:54:44,643 - mmaction - INFO - Epoch [24][1720/2640] lr: 1.000e-03, eta: 21:53:35, time: 1.015, data_time: 0.245, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.0347 2020-09-13 09:55:04,113 - mmaction - INFO - Epoch [24][1740/2640] lr: 1.000e-03, eta: 21:53:09, time: 0.979, data_time: 0.386, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5285, loss: 1.5285, grad_norm: 7.0677 2020-09-13 09:55:24,345 - mmaction - INFO - Epoch [24][1760/2640] lr: 1.000e-03, eta: 21:52:44, time: 1.011, data_time: 0.178, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8516, loss_cls: 1.4551, loss: 1.4551, grad_norm: 6.7401 2020-09-13 09:55:43,936 - mmaction - INFO - Epoch [24][1780/2640] lr: 1.000e-03, eta: 21:52:17, time: 0.974, data_time: 0.113, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8680, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.7571 2020-09-13 09:56:02,624 - mmaction - INFO - Epoch [24][1800/2640] lr: 1.000e-03, eta: 21:51:50, time: 0.941, data_time: 0.094, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.9232 2020-09-13 09:56:22,560 - mmaction - INFO - Epoch [24][1820/2640] lr: 1.000e-03, eta: 21:51:25, time: 0.991, data_time: 0.396, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8578, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.0588 2020-09-13 09:56:43,402 - mmaction - INFO - Epoch [24][1840/2640] lr: 1.000e-03, eta: 21:51:00, time: 1.048, data_time: 0.459, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8461, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.1483 2020-09-13 09:57:02,739 - mmaction - INFO - Epoch [24][1860/2640] lr: 1.000e-03, eta: 21:50:34, time: 0.965, data_time: 0.370, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8648, loss_cls: 1.3960, loss: 1.3960, grad_norm: 7.1400 2020-09-13 09:57:21,135 - mmaction - INFO - Epoch [24][1880/2640] lr: 1.000e-03, eta: 21:50:06, time: 0.921, data_time: 0.332, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.9461 2020-09-13 09:57:41,427 - mmaction - INFO - Epoch [24][1900/2640] lr: 1.000e-03, eta: 21:49:41, time: 1.014, data_time: 0.413, memory: 7069, top1_acc: 0.6047, top5_acc: 0.8508, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.0175 2020-09-13 09:58:01,452 - mmaction - INFO - Epoch [24][1920/2640] lr: 1.000e-03, eta: 21:49:15, time: 1.001, data_time: 0.405, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.9265 2020-09-13 09:58:20,963 - mmaction - INFO - Epoch [24][1940/2640] lr: 1.000e-03, eta: 21:48:49, time: 0.975, data_time: 0.379, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.4767, loss: 1.4767, grad_norm: 6.9583 2020-09-13 09:58:39,893 - mmaction - INFO - Epoch [24][1960/2640] lr: 1.000e-03, eta: 21:48:23, time: 0.948, data_time: 0.344, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8516, loss_cls: 1.4958, loss: 1.4958, grad_norm: 7.3046 2020-09-13 09:58:59,557 - mmaction - INFO - Epoch [24][1980/2640] lr: 1.000e-03, eta: 21:47:57, time: 0.982, data_time: 0.341, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.8085 2020-09-13 09:59:18,485 - mmaction - INFO - Epoch [24][2000/2640] lr: 1.000e-03, eta: 21:47:30, time: 0.947, data_time: 0.347, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.0030 2020-09-13 09:59:38,317 - mmaction - INFO - Epoch [24][2020/2640] lr: 1.000e-03, eta: 21:47:04, time: 0.987, data_time: 0.197, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.0790 2020-09-13 09:59:57,617 - mmaction - INFO - Epoch [24][2040/2640] lr: 1.000e-03, eta: 21:46:38, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8562, loss_cls: 1.4704, loss: 1.4704, grad_norm: 6.9557 2020-09-13 10:00:16,324 - mmaction - INFO - Epoch [24][2060/2640] lr: 1.000e-03, eta: 21:46:10, time: 0.915, data_time: 0.017, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8570, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.1233 2020-09-13 10:00:37,294 - mmaction - INFO - Epoch [24][2080/2640] lr: 1.000e-03, eta: 21:45:46, time: 1.051, data_time: 0.061, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.8081 2020-09-13 10:00:56,143 - mmaction - INFO - Epoch [24][2100/2640] lr: 1.000e-03, eta: 21:45:19, time: 0.956, data_time: 0.033, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.9926 2020-09-13 10:01:14,955 - mmaction - INFO - Epoch [24][2120/2640] lr: 1.000e-03, eta: 21:44:53, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3956, loss: 1.3956, grad_norm: 6.7202 2020-09-13 10:01:35,787 - mmaction - INFO - Epoch [24][2140/2640] lr: 1.000e-03, eta: 21:44:28, time: 1.039, data_time: 0.006, memory: 7069, top1_acc: 0.6180, top5_acc: 0.8445, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.9755 2020-09-13 10:01:56,396 - mmaction - INFO - Epoch [24][2160/2640] lr: 1.000e-03, eta: 21:44:03, time: 1.034, data_time: 0.008, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8742, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.8083 2020-09-13 10:02:16,779 - mmaction - INFO - Epoch [24][2180/2640] lr: 1.000e-03, eta: 21:43:38, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8492, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.0426 2020-09-13 10:02:35,651 - mmaction - INFO - Epoch [24][2200/2640] lr: 1.000e-03, eta: 21:43:11, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.3625, loss: 1.3625, grad_norm: 6.8088 2020-09-13 10:02:54,416 - mmaction - INFO - Epoch [24][2220/2640] lr: 1.000e-03, eta: 21:42:44, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8633, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.1171 2020-09-13 10:03:14,528 - mmaction - INFO - Epoch [24][2240/2640] lr: 1.000e-03, eta: 21:42:19, time: 1.001, data_time: 0.007, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8523, loss_cls: 1.3822, loss: 1.3822, grad_norm: 6.8152 2020-09-13 10:03:32,821 - mmaction - INFO - Epoch [24][2260/2640] lr: 1.000e-03, eta: 21:41:52, time: 0.919, data_time: 0.097, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8398, loss_cls: 1.4893, loss: 1.4893, grad_norm: 7.1826 2020-09-13 10:03:53,953 - mmaction - INFO - Epoch [24][2280/2640] lr: 1.000e-03, eta: 21:41:27, time: 1.055, data_time: 0.295, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8430, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.1245 2020-09-13 10:04:14,054 - mmaction - INFO - Epoch [24][2300/2640] lr: 1.000e-03, eta: 21:41:02, time: 1.006, data_time: 0.411, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8602, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.9982 2020-09-13 10:04:33,348 - mmaction - INFO - Epoch [24][2320/2640] lr: 1.000e-03, eta: 21:40:35, time: 0.960, data_time: 0.267, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.7781 2020-09-13 10:04:51,906 - mmaction - INFO - Epoch [24][2340/2640] lr: 1.000e-03, eta: 21:40:08, time: 0.932, data_time: 0.030, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8500, loss_cls: 1.4695, loss: 1.4695, grad_norm: 7.2950 2020-09-13 10:05:13,275 - mmaction - INFO - Epoch [24][2360/2640] lr: 1.000e-03, eta: 21:39:44, time: 1.069, data_time: 0.121, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.0724 2020-09-13 10:05:31,629 - mmaction - INFO - Epoch [24][2380/2640] lr: 1.000e-03, eta: 21:39:17, time: 0.918, data_time: 0.052, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8500, loss_cls: 1.4590, loss: 1.4590, grad_norm: 7.0299 2020-09-13 10:05:51,229 - mmaction - INFO - Epoch [24][2400/2640] lr: 1.000e-03, eta: 21:38:51, time: 0.980, data_time: 0.385, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.1153 2020-09-13 10:06:10,611 - mmaction - INFO - Epoch [24][2420/2640] lr: 1.000e-03, eta: 21:38:25, time: 0.964, data_time: 0.321, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.0128 2020-09-13 10:06:29,304 - mmaction - INFO - Epoch [24][2440/2640] lr: 1.000e-03, eta: 21:37:58, time: 0.940, data_time: 0.207, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.7608 2020-09-13 10:06:49,725 - mmaction - INFO - Epoch [24][2460/2640] lr: 1.000e-03, eta: 21:37:33, time: 1.016, data_time: 0.028, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8625, loss_cls: 1.4190, loss: 1.4190, grad_norm: 7.1965 2020-09-13 10:07:10,528 - mmaction - INFO - Epoch [24][2480/2640] lr: 1.000e-03, eta: 21:37:09, time: 1.046, data_time: 0.008, memory: 7069, top1_acc: 0.6188, top5_acc: 0.8523, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.0129 2020-09-13 10:07:30,199 - mmaction - INFO - Epoch [24][2500/2640] lr: 1.000e-03, eta: 21:36:43, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.7770 2020-09-13 10:07:49,596 - mmaction - INFO - Epoch [24][2520/2640] lr: 1.000e-03, eta: 21:36:17, time: 0.973, data_time: 0.008, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8539, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.9099 2020-09-13 10:08:09,214 - mmaction - INFO - Epoch [24][2540/2640] lr: 1.000e-03, eta: 21:35:51, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8656, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.0372 2020-09-13 10:08:28,508 - mmaction - INFO - Epoch [24][2560/2640] lr: 1.000e-03, eta: 21:35:24, time: 0.970, data_time: 0.009, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8586, loss_cls: 1.4589, loss: 1.4589, grad_norm: 7.2661 2020-09-13 10:08:47,322 - mmaction - INFO - Epoch [24][2580/2640] lr: 1.000e-03, eta: 21:34:58, time: 0.939, data_time: 0.014, memory: 7069, top1_acc: 0.6086, top5_acc: 0.8398, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.0479 2020-09-13 10:09:06,419 - mmaction - INFO - Epoch [24][2600/2640] lr: 1.000e-03, eta: 21:34:31, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.6203, top5_acc: 0.8602, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.5381 2020-09-13 10:09:26,550 - mmaction - INFO - Epoch [24][2620/2640] lr: 1.000e-03, eta: 21:34:06, time: 1.007, data_time: 0.043, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.0465 2020-09-13 10:09:43,545 - mmaction - INFO - Epoch [24][2640/2640] lr: 1.000e-03, eta: 21:33:37, time: 0.850, data_time: 0.105, memory: 7069, top1_acc: 0.6169, top5_acc: 0.8516, loss_cls: 1.5007, loss: 1.5007, grad_norm: 7.6411 2020-09-13 10:10:03,365 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-09-13 10:16:50,852 - mmaction - INFO - Epoch [25][20/2640] lr: 1.000e-03, eta: 21:40:09, time: 20.283, data_time: 19.342, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.8170 2020-09-13 10:17:10,471 - mmaction - INFO - Epoch [25][40/2640] lr: 1.000e-03, eta: 21:39:43, time: 0.988, data_time: 0.124, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.3786, loss: 1.3786, grad_norm: 6.8757 2020-09-13 10:17:30,525 - mmaction - INFO - Epoch [25][60/2640] lr: 1.000e-03, eta: 21:39:18, time: 1.008, data_time: 0.009, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.0375 2020-09-13 10:17:51,405 - mmaction - INFO - Epoch [25][80/2640] lr: 1.000e-03, eta: 21:38:53, time: 1.042, data_time: 0.006, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.7093 2020-09-13 10:18:10,006 - mmaction - INFO - Epoch [25][100/2640] lr: 1.000e-03, eta: 21:38:26, time: 0.933, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8672, loss_cls: 1.3361, loss: 1.3361, grad_norm: 6.8345 2020-09-13 10:18:29,719 - mmaction - INFO - Epoch [25][120/2640] lr: 1.000e-03, eta: 21:38:00, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8633, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.9617 2020-09-13 10:18:48,534 - mmaction - INFO - Epoch [25][140/2640] lr: 1.000e-03, eta: 21:37:33, time: 0.937, data_time: 0.007, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8680, loss_cls: 1.3653, loss: 1.3653, grad_norm: 6.9254 2020-09-13 10:19:08,457 - mmaction - INFO - Epoch [25][160/2640] lr: 1.000e-03, eta: 21:37:07, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8578, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.1828 2020-09-13 10:19:28,367 - mmaction - INFO - Epoch [25][180/2640] lr: 1.000e-03, eta: 21:36:41, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8789, loss_cls: 1.3415, loss: 1.3415, grad_norm: 6.8601 2020-09-13 10:19:46,269 - mmaction - INFO - Epoch [25][200/2640] lr: 1.000e-03, eta: 21:36:13, time: 0.897, data_time: 0.006, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5260, loss: 1.5260, grad_norm: 7.1269 2020-09-13 10:20:06,583 - mmaction - INFO - Epoch [25][220/2640] lr: 1.000e-03, eta: 21:35:48, time: 1.014, data_time: 0.052, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8539, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.2116 2020-09-13 10:20:26,491 - mmaction - INFO - Epoch [25][240/2640] lr: 1.000e-03, eta: 21:35:22, time: 0.998, data_time: 0.013, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8516, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.0371 2020-09-13 10:20:45,619 - mmaction - INFO - Epoch [25][260/2640] lr: 1.000e-03, eta: 21:34:56, time: 0.950, data_time: 0.004, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8484, loss_cls: 1.4391, loss: 1.4391, grad_norm: 7.0537 2020-09-13 10:21:06,445 - mmaction - INFO - Epoch [25][280/2640] lr: 1.000e-03, eta: 21:34:31, time: 1.047, data_time: 0.010, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.3961, loss: 1.3961, grad_norm: 6.9412 2020-09-13 10:21:25,618 - mmaction - INFO - Epoch [25][300/2640] lr: 1.000e-03, eta: 21:34:04, time: 0.958, data_time: 0.006, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.8701 2020-09-13 10:21:44,471 - mmaction - INFO - Epoch [25][320/2640] lr: 1.000e-03, eta: 21:33:38, time: 0.944, data_time: 0.042, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.8408 2020-09-13 10:22:03,554 - mmaction - INFO - Epoch [25][340/2640] lr: 1.000e-03, eta: 21:33:11, time: 0.949, data_time: 0.056, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8523, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.9986 2020-09-13 10:22:22,575 - mmaction - INFO - Epoch [25][360/2640] lr: 1.000e-03, eta: 21:32:44, time: 0.956, data_time: 0.096, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.8191 2020-09-13 10:22:43,134 - mmaction - INFO - Epoch [25][380/2640] lr: 1.000e-03, eta: 21:32:19, time: 1.027, data_time: 0.002, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8766, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.9404 2020-09-13 10:23:01,905 - mmaction - INFO - Epoch [25][400/2640] lr: 1.000e-03, eta: 21:31:52, time: 0.935, data_time: 0.081, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.1786 2020-09-13 10:23:22,290 - mmaction - INFO - Epoch [25][420/2640] lr: 1.000e-03, eta: 21:31:27, time: 1.024, data_time: 0.097, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.0896 2020-09-13 10:23:41,580 - mmaction - INFO - Epoch [25][440/2640] lr: 1.000e-03, eta: 21:31:01, time: 0.962, data_time: 0.070, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8789, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.9191 2020-09-13 10:23:59,911 - mmaction - INFO - Epoch [25][460/2640] lr: 1.000e-03, eta: 21:30:33, time: 0.919, data_time: 0.006, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.1933 2020-09-13 10:24:18,914 - mmaction - INFO - Epoch [25][480/2640] lr: 1.000e-03, eta: 21:30:07, time: 0.951, data_time: 0.204, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.9869 2020-09-13 10:24:39,535 - mmaction - INFO - Epoch [25][500/2640] lr: 1.000e-03, eta: 21:29:42, time: 1.031, data_time: 0.105, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8781, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.8747 2020-09-13 10:24:59,229 - mmaction - INFO - Epoch [25][520/2640] lr: 1.000e-03, eta: 21:29:16, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.2903, loss: 1.2903, grad_norm: 7.0652 2020-09-13 10:25:20,104 - mmaction - INFO - Epoch [25][540/2640] lr: 1.000e-03, eta: 21:28:51, time: 1.043, data_time: 0.006, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.8948 2020-09-13 10:25:37,967 - mmaction - INFO - Epoch [25][560/2640] lr: 1.000e-03, eta: 21:28:23, time: 0.892, data_time: 0.024, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8492, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.2945 2020-09-13 10:25:58,196 - mmaction - INFO - Epoch [25][580/2640] lr: 1.000e-03, eta: 21:27:58, time: 1.013, data_time: 0.410, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8570, loss_cls: 1.3960, loss: 1.3960, grad_norm: 7.2398 2020-09-13 10:26:18,653 - mmaction - INFO - Epoch [25][600/2640] lr: 1.000e-03, eta: 21:27:33, time: 1.018, data_time: 0.429, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.3693, loss: 1.3693, grad_norm: 6.8580 2020-09-13 10:26:37,137 - mmaction - INFO - Epoch [25][620/2640] lr: 1.000e-03, eta: 21:27:06, time: 0.930, data_time: 0.343, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.8922 2020-09-13 10:26:55,471 - mmaction - INFO - Epoch [25][640/2640] lr: 1.000e-03, eta: 21:26:38, time: 0.916, data_time: 0.241, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8562, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.0093 2020-09-13 10:27:15,712 - mmaction - INFO - Epoch [25][660/2640] lr: 1.000e-03, eta: 21:26:13, time: 1.013, data_time: 0.288, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.9290 2020-09-13 10:27:34,824 - mmaction - INFO - Epoch [25][680/2640] lr: 1.000e-03, eta: 21:25:46, time: 0.953, data_time: 0.314, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.0757 2020-09-13 10:27:54,018 - mmaction - INFO - Epoch [25][700/2640] lr: 1.000e-03, eta: 21:25:20, time: 0.963, data_time: 0.260, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8570, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.3969 2020-09-13 10:28:14,704 - mmaction - INFO - Epoch [25][720/2640] lr: 1.000e-03, eta: 21:24:55, time: 1.027, data_time: 0.406, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.2298 2020-09-13 10:28:33,485 - mmaction - INFO - Epoch [25][740/2640] lr: 1.000e-03, eta: 21:24:28, time: 0.946, data_time: 0.338, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8719, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.0590 2020-09-13 10:28:52,557 - mmaction - INFO - Epoch [25][760/2640] lr: 1.000e-03, eta: 21:24:02, time: 0.949, data_time: 0.302, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.9283 2020-09-13 10:29:12,470 - mmaction - INFO - Epoch [25][780/2640] lr: 1.000e-03, eta: 21:23:36, time: 1.000, data_time: 0.094, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8719, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.9174 2020-09-13 10:29:32,891 - mmaction - INFO - Epoch [25][800/2640] lr: 1.000e-03, eta: 21:23:11, time: 1.017, data_time: 0.020, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3595, loss: 1.3595, grad_norm: 6.9683 2020-09-13 10:29:52,420 - mmaction - INFO - Epoch [25][820/2640] lr: 1.000e-03, eta: 21:22:45, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.1172 2020-09-13 10:30:12,059 - mmaction - INFO - Epoch [25][840/2640] lr: 1.000e-03, eta: 21:22:19, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.2109 2020-09-13 10:30:30,677 - mmaction - INFO - Epoch [25][860/2640] lr: 1.000e-03, eta: 21:21:52, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8633, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.3282 2020-09-13 10:30:51,434 - mmaction - INFO - Epoch [25][880/2640] lr: 1.000e-03, eta: 21:21:27, time: 1.033, data_time: 0.007, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.1882 2020-09-13 10:31:10,285 - mmaction - INFO - Epoch [25][900/2640] lr: 1.000e-03, eta: 21:21:01, time: 0.946, data_time: 0.008, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8758, loss_cls: 1.3012, loss: 1.3012, grad_norm: 7.0207 2020-09-13 10:31:29,456 - mmaction - INFO - Epoch [25][920/2640] lr: 1.000e-03, eta: 21:20:34, time: 0.958, data_time: 0.006, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8469, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.3696 2020-09-13 10:31:49,522 - mmaction - INFO - Epoch [25][940/2640] lr: 1.000e-03, eta: 21:20:09, time: 1.004, data_time: 0.004, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8680, loss_cls: 1.3693, loss: 1.3693, grad_norm: 7.0601 2020-09-13 10:32:08,812 - mmaction - INFO - Epoch [25][960/2640] lr: 1.000e-03, eta: 21:19:42, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.3886, loss: 1.3886, grad_norm: 7.0064 2020-09-13 10:32:28,022 - mmaction - INFO - Epoch [25][980/2640] lr: 1.000e-03, eta: 21:19:16, time: 0.961, data_time: 0.259, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.0881 2020-09-13 10:32:47,951 - mmaction - INFO - Epoch [25][1000/2640] lr: 1.000e-03, eta: 21:18:50, time: 0.996, data_time: 0.140, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.2063 2020-09-13 10:33:09,595 - mmaction - INFO - Epoch [25][1020/2640] lr: 1.000e-03, eta: 21:18:27, time: 1.083, data_time: 0.003, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8664, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.0639 2020-09-13 10:33:28,183 - mmaction - INFO - Epoch [25][1040/2640] lr: 1.000e-03, eta: 21:18:00, time: 0.925, data_time: 0.006, memory: 7069, top1_acc: 0.6109, top5_acc: 0.8656, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.1706 2020-09-13 10:33:46,953 - mmaction - INFO - Epoch [25][1060/2640] lr: 1.000e-03, eta: 21:17:33, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.0888 2020-09-13 10:34:06,792 - mmaction - INFO - Epoch [25][1080/2640] lr: 1.000e-03, eta: 21:17:07, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.2424 2020-09-13 10:34:26,084 - mmaction - INFO - Epoch [25][1100/2640] lr: 1.000e-03, eta: 21:16:41, time: 0.972, data_time: 0.010, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.7551 2020-09-13 10:34:45,823 - mmaction - INFO - Epoch [25][1120/2640] lr: 1.000e-03, eta: 21:16:15, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8719, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.1089 2020-09-13 10:35:04,656 - mmaction - INFO - Epoch [25][1140/2640] lr: 1.000e-03, eta: 21:15:48, time: 0.946, data_time: 0.008, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8578, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.2310 2020-09-13 10:35:25,454 - mmaction - INFO - Epoch [25][1160/2640] lr: 1.000e-03, eta: 21:15:24, time: 1.040, data_time: 0.003, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.1103 2020-09-13 10:35:44,413 - mmaction - INFO - Epoch [25][1180/2640] lr: 1.000e-03, eta: 21:14:57, time: 0.948, data_time: 0.003, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.3801 2020-09-13 10:36:04,119 - mmaction - INFO - Epoch [25][1200/2640] lr: 1.000e-03, eta: 21:14:32, time: 0.986, data_time: 0.181, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.1560 2020-09-13 10:36:24,583 - mmaction - INFO - Epoch [25][1220/2640] lr: 1.000e-03, eta: 21:14:06, time: 1.018, data_time: 0.029, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8547, loss_cls: 1.4774, loss: 1.4774, grad_norm: 7.2663 2020-09-13 10:36:43,781 - mmaction - INFO - Epoch [25][1240/2640] lr: 1.000e-03, eta: 21:13:40, time: 0.964, data_time: 0.205, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.0366 2020-09-13 10:37:02,213 - mmaction - INFO - Epoch [25][1260/2640] lr: 1.000e-03, eta: 21:13:13, time: 0.917, data_time: 0.024, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8742, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.3113 2020-09-13 10:37:22,036 - mmaction - INFO - Epoch [25][1280/2640] lr: 1.000e-03, eta: 21:12:47, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8570, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.3127 2020-09-13 10:37:41,432 - mmaction - INFO - Epoch [25][1300/2640] lr: 1.000e-03, eta: 21:12:21, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.3885, loss: 1.3885, grad_norm: 7.1852 2020-09-13 10:38:00,963 - mmaction - INFO - Epoch [25][1320/2640] lr: 1.000e-03, eta: 21:11:55, time: 0.978, data_time: 0.051, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.0737 2020-09-13 10:38:21,833 - mmaction - INFO - Epoch [25][1340/2640] lr: 1.000e-03, eta: 21:11:31, time: 1.043, data_time: 0.006, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8742, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.2400 2020-09-13 10:38:41,374 - mmaction - INFO - Epoch [25][1360/2640] lr: 1.000e-03, eta: 21:11:05, time: 0.979, data_time: 0.239, memory: 7069, top1_acc: 0.6117, top5_acc: 0.8555, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.3934 2020-09-13 10:39:00,785 - mmaction - INFO - Epoch [25][1380/2640] lr: 1.000e-03, eta: 21:10:39, time: 0.967, data_time: 0.289, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.2605 2020-09-13 10:39:20,187 - mmaction - INFO - Epoch [25][1400/2640] lr: 1.000e-03, eta: 21:10:13, time: 0.973, data_time: 0.061, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8625, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.1784 2020-09-13 10:39:39,977 - mmaction - INFO - Epoch [25][1420/2640] lr: 1.000e-03, eta: 21:09:47, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.2447 2020-09-13 10:40:00,183 - mmaction - INFO - Epoch [25][1440/2640] lr: 1.000e-03, eta: 21:09:22, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8688, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.3975 2020-09-13 10:40:19,841 - mmaction - INFO - Epoch [25][1460/2640] lr: 1.000e-03, eta: 21:08:56, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8508, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.2781 2020-09-13 10:40:39,112 - mmaction - INFO - Epoch [25][1480/2640] lr: 1.000e-03, eta: 21:08:30, time: 0.966, data_time: 0.007, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8703, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.1849 2020-09-13 10:40:58,948 - mmaction - INFO - Epoch [25][1500/2640] lr: 1.000e-03, eta: 21:08:04, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8508, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.4394 2020-09-13 10:41:18,949 - mmaction - INFO - Epoch [25][1520/2640] lr: 1.000e-03, eta: 21:07:39, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.1864 2020-09-13 10:41:38,707 - mmaction - INFO - Epoch [25][1540/2640] lr: 1.000e-03, eta: 21:07:13, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8445, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.5718 2020-09-13 10:41:57,764 - mmaction - INFO - Epoch [25][1560/2640] lr: 1.000e-03, eta: 21:06:47, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8578, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.0898 2020-09-13 10:42:17,231 - mmaction - INFO - Epoch [25][1580/2640] lr: 1.000e-03, eta: 21:06:21, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.2504 2020-09-13 10:42:36,533 - mmaction - INFO - Epoch [25][1600/2640] lr: 1.000e-03, eta: 21:05:55, time: 0.965, data_time: 0.003, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.4881, loss: 1.4881, grad_norm: 7.3766 2020-09-13 10:42:56,612 - mmaction - INFO - Epoch [25][1620/2640] lr: 1.000e-03, eta: 21:05:29, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6164, top5_acc: 0.8422, loss_cls: 1.4815, loss: 1.4815, grad_norm: 7.2818 2020-09-13 10:43:15,454 - mmaction - INFO - Epoch [25][1640/2640] lr: 1.000e-03, eta: 21:05:03, time: 0.942, data_time: 0.033, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8758, loss_cls: 1.3429, loss: 1.3429, grad_norm: 6.9094 2020-09-13 10:43:35,738 - mmaction - INFO - Epoch [25][1660/2640] lr: 1.000e-03, eta: 21:04:38, time: 1.010, data_time: 0.068, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.1876 2020-09-13 10:43:54,846 - mmaction - INFO - Epoch [25][1680/2640] lr: 1.000e-03, eta: 21:04:11, time: 0.959, data_time: 0.097, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.0079 2020-09-13 10:44:14,434 - mmaction - INFO - Epoch [25][1700/2640] lr: 1.000e-03, eta: 21:03:46, time: 0.978, data_time: 0.255, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8562, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.1662 2020-09-13 10:44:33,909 - mmaction - INFO - Epoch [25][1720/2640] lr: 1.000e-03, eta: 21:03:20, time: 0.976, data_time: 0.385, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8641, loss_cls: 1.3545, loss: 1.3545, grad_norm: 7.0380 2020-09-13 10:44:52,070 - mmaction - INFO - Epoch [25][1740/2640] lr: 1.000e-03, eta: 21:02:52, time: 0.904, data_time: 0.121, memory: 7069, top1_acc: 0.6070, top5_acc: 0.8625, loss_cls: 1.4568, loss: 1.4568, grad_norm: 7.3800 2020-09-13 10:45:12,483 - mmaction - INFO - Epoch [25][1760/2640] lr: 1.000e-03, eta: 21:02:27, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8617, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.9873 2020-09-13 10:45:31,446 - mmaction - INFO - Epoch [25][1780/2640] lr: 1.000e-03, eta: 21:02:01, time: 0.952, data_time: 0.009, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3286, loss: 1.3286, grad_norm: 6.8723 2020-09-13 10:45:51,892 - mmaction - INFO - Epoch [25][1800/2640] lr: 1.000e-03, eta: 21:01:36, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8734, loss_cls: 1.3570, loss: 1.3570, grad_norm: 7.1746 2020-09-13 10:46:12,062 - mmaction - INFO - Epoch [25][1820/2640] lr: 1.000e-03, eta: 21:01:11, time: 1.008, data_time: 0.003, memory: 7069, top1_acc: 0.6031, top5_acc: 0.8453, loss_cls: 1.5121, loss: 1.5121, grad_norm: 7.5291 2020-09-13 10:46:29,791 - mmaction - INFO - Epoch [25][1840/2640] lr: 1.000e-03, eta: 21:00:43, time: 0.883, data_time: 0.006, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8617, loss_cls: 1.4003, loss: 1.4003, grad_norm: 7.2708 2020-09-13 10:46:47,922 - mmaction - INFO - Epoch [25][1860/2640] lr: 1.000e-03, eta: 21:00:16, time: 0.910, data_time: 0.048, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8617, loss_cls: 1.3930, loss: 1.3930, grad_norm: 7.0183 2020-09-13 10:47:07,608 - mmaction - INFO - Epoch [25][1880/2640] lr: 1.000e-03, eta: 20:59:50, time: 0.984, data_time: 0.180, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8562, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.2091 2020-09-13 10:47:27,973 - mmaction - INFO - Epoch [25][1900/2640] lr: 1.000e-03, eta: 20:59:25, time: 1.018, data_time: 0.273, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4407, loss: 1.4407, grad_norm: 7.1995 2020-09-13 10:47:48,402 - mmaction - INFO - Epoch [25][1920/2640] lr: 1.000e-03, eta: 20:59:00, time: 1.022, data_time: 0.135, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.7738 2020-09-13 10:48:07,619 - mmaction - INFO - Epoch [25][1940/2640] lr: 1.000e-03, eta: 20:58:34, time: 0.961, data_time: 0.003, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8727, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.1011 2020-09-13 10:48:26,273 - mmaction - INFO - Epoch [25][1960/2640] lr: 1.000e-03, eta: 20:58:08, time: 0.932, data_time: 0.013, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8602, loss_cls: 1.3934, loss: 1.3934, grad_norm: 7.1644 2020-09-13 10:48:46,551 - mmaction - INFO - Epoch [25][1980/2640] lr: 1.000e-03, eta: 20:57:43, time: 1.016, data_time: 0.010, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8562, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.3695 2020-09-13 10:49:06,414 - mmaction - INFO - Epoch [25][2000/2640] lr: 1.000e-03, eta: 20:57:17, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.0739 2020-09-13 10:49:25,952 - mmaction - INFO - Epoch [25][2020/2640] lr: 1.000e-03, eta: 20:56:51, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.4870, loss: 1.4870, grad_norm: 7.1552 2020-09-13 10:49:46,646 - mmaction - INFO - Epoch [25][2040/2640] lr: 1.000e-03, eta: 20:56:27, time: 1.034, data_time: 0.006, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.1265 2020-09-13 10:50:07,144 - mmaction - INFO - Epoch [25][2060/2640] lr: 1.000e-03, eta: 20:56:02, time: 1.026, data_time: 0.004, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3634, loss: 1.3634, grad_norm: 7.3503 2020-09-13 10:50:25,051 - mmaction - INFO - Epoch [25][2080/2640] lr: 1.000e-03, eta: 20:55:34, time: 0.895, data_time: 0.002, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8742, loss_cls: 1.3250, loss: 1.3250, grad_norm: 7.1447 2020-09-13 10:50:44,813 - mmaction - INFO - Epoch [25][2100/2640] lr: 1.000e-03, eta: 20:55:09, time: 0.984, data_time: 0.006, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.2036 2020-09-13 10:51:04,290 - mmaction - INFO - Epoch [25][2120/2640] lr: 1.000e-03, eta: 20:54:43, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8516, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.2801 2020-09-13 10:51:23,868 - mmaction - INFO - Epoch [25][2140/2640] lr: 1.000e-03, eta: 20:54:17, time: 0.974, data_time: 0.137, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.3794, loss: 1.3794, grad_norm: 6.9652 2020-09-13 10:51:43,487 - mmaction - INFO - Epoch [25][2160/2640] lr: 1.000e-03, eta: 20:53:52, time: 0.986, data_time: 0.125, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.0801 2020-09-13 10:52:02,717 - mmaction - INFO - Epoch [25][2180/2640] lr: 1.000e-03, eta: 20:53:25, time: 0.957, data_time: 0.023, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.2370 2020-09-13 10:52:22,917 - mmaction - INFO - Epoch [25][2200/2640] lr: 1.000e-03, eta: 20:53:00, time: 1.015, data_time: 0.009, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.9663 2020-09-13 10:52:42,900 - mmaction - INFO - Epoch [25][2220/2640] lr: 1.000e-03, eta: 20:52:35, time: 0.999, data_time: 0.003, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.1604 2020-09-13 10:53:02,367 - mmaction - INFO - Epoch [25][2240/2640] lr: 1.000e-03, eta: 20:52:09, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3852, loss: 1.3852, grad_norm: 7.1212 2020-09-13 10:53:21,730 - mmaction - INFO - Epoch [25][2260/2640] lr: 1.000e-03, eta: 20:51:43, time: 0.971, data_time: 0.019, memory: 7069, top1_acc: 0.6141, top5_acc: 0.8508, loss_cls: 1.5101, loss: 1.5101, grad_norm: 7.2415 2020-09-13 10:53:40,756 - mmaction - INFO - Epoch [25][2280/2640] lr: 1.000e-03, eta: 20:51:17, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.1123 2020-09-13 10:54:00,149 - mmaction - INFO - Epoch [25][2300/2640] lr: 1.000e-03, eta: 20:50:51, time: 0.976, data_time: 0.090, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8711, loss_cls: 1.3816, loss: 1.3816, grad_norm: 6.8944 2020-09-13 10:54:20,115 - mmaction - INFO - Epoch [25][2320/2640] lr: 1.000e-03, eta: 20:50:26, time: 0.997, data_time: 0.126, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8508, loss_cls: 1.4485, loss: 1.4485, grad_norm: 7.3593 2020-09-13 10:54:38,602 - mmaction - INFO - Epoch [25][2340/2640] lr: 1.000e-03, eta: 20:49:59, time: 0.926, data_time: 0.125, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.3243 2020-09-13 10:54:58,423 - mmaction - INFO - Epoch [25][2360/2640] lr: 1.000e-03, eta: 20:49:33, time: 0.985, data_time: 0.138, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8602, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.2474 2020-09-13 10:55:18,043 - mmaction - INFO - Epoch [25][2380/2640] lr: 1.000e-03, eta: 20:49:08, time: 0.987, data_time: 0.036, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.3920 2020-09-13 10:55:37,829 - mmaction - INFO - Epoch [25][2400/2640] lr: 1.000e-03, eta: 20:48:42, time: 0.984, data_time: 0.117, memory: 7069, top1_acc: 0.6000, top5_acc: 0.8516, loss_cls: 1.4876, loss: 1.4876, grad_norm: 7.4529 2020-09-13 10:55:57,840 - mmaction - INFO - Epoch [25][2420/2640] lr: 1.000e-03, eta: 20:48:17, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.1396 2020-09-13 10:56:16,931 - mmaction - INFO - Epoch [25][2440/2640] lr: 1.000e-03, eta: 20:47:51, time: 0.948, data_time: 0.005, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.3479 2020-09-13 10:56:35,940 - mmaction - INFO - Epoch [25][2460/2640] lr: 1.000e-03, eta: 20:47:25, time: 0.956, data_time: 0.009, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.2899 2020-09-13 10:56:55,259 - mmaction - INFO - Epoch [25][2480/2640] lr: 1.000e-03, eta: 20:46:59, time: 0.962, data_time: 0.016, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8641, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.2872 2020-09-13 10:57:14,357 - mmaction - INFO - Epoch [25][2500/2640] lr: 1.000e-03, eta: 20:46:33, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8695, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.2122 2020-09-13 10:57:33,584 - mmaction - INFO - Epoch [25][2520/2640] lr: 1.000e-03, eta: 20:46:07, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.2634 2020-09-13 10:57:53,250 - mmaction - INFO - Epoch [25][2540/2640] lr: 1.000e-03, eta: 20:45:41, time: 0.984, data_time: 0.003, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4210, loss: 1.4210, grad_norm: 7.1955 2020-09-13 10:58:12,950 - mmaction - INFO - Epoch [25][2560/2640] lr: 1.000e-03, eta: 20:45:15, time: 0.980, data_time: 0.005, memory: 7069, top1_acc: 0.6094, top5_acc: 0.8586, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.4332 2020-09-13 10:58:32,014 - mmaction - INFO - Epoch [25][2580/2640] lr: 1.000e-03, eta: 20:44:49, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.1253 2020-09-13 10:58:51,466 - mmaction - INFO - Epoch [25][2600/2640] lr: 1.000e-03, eta: 20:44:24, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.2136 2020-09-13 10:59:11,000 - mmaction - INFO - Epoch [25][2620/2640] lr: 1.000e-03, eta: 20:43:58, time: 0.978, data_time: 0.224, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8617, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.4006 2020-09-13 10:59:27,966 - mmaction - INFO - Epoch [25][2640/2640] lr: 1.000e-03, eta: 20:43:30, time: 0.847, data_time: 0.278, memory: 7069, top1_acc: 0.6621, top5_acc: 0.8532, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.3363 2020-09-13 10:59:43,662 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-09-13 11:06:25,752 - mmaction - INFO - Epoch [26][20/2640] lr: 1.000e-03, eta: 20:49:25, time: 20.048, data_time: 19.125, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.4917 2020-09-13 11:06:46,294 - mmaction - INFO - Epoch [26][40/2640] lr: 1.000e-03, eta: 20:49:00, time: 1.038, data_time: 0.036, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.9179 2020-09-13 11:07:06,037 - mmaction - INFO - Epoch [26][60/2640] lr: 1.000e-03, eta: 20:48:35, time: 0.989, data_time: 0.060, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8672, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.2969 2020-09-13 11:07:25,945 - mmaction - INFO - Epoch [26][80/2640] lr: 1.000e-03, eta: 20:48:09, time: 0.993, data_time: 0.034, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8625, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.5862 2020-09-13 11:07:44,774 - mmaction - INFO - Epoch [26][100/2640] lr: 1.000e-03, eta: 20:47:43, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8656, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.1513 2020-09-13 11:08:03,986 - mmaction - INFO - Epoch [26][120/2640] lr: 1.000e-03, eta: 20:47:16, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8656, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.4353 2020-09-13 11:08:23,865 - mmaction - INFO - Epoch [26][140/2640] lr: 1.000e-03, eta: 20:46:51, time: 0.996, data_time: 0.110, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.4321 2020-09-13 11:08:44,568 - mmaction - INFO - Epoch [26][160/2640] lr: 1.000e-03, eta: 20:46:26, time: 1.030, data_time: 0.300, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.1315 2020-09-13 11:09:04,426 - mmaction - INFO - Epoch [26][180/2640] lr: 1.000e-03, eta: 20:46:01, time: 0.998, data_time: 0.273, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.3897 2020-09-13 11:09:23,404 - mmaction - INFO - Epoch [26][200/2640] lr: 1.000e-03, eta: 20:45:34, time: 0.943, data_time: 0.254, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8547, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.4056 2020-09-13 11:09:43,120 - mmaction - INFO - Epoch [26][220/2640] lr: 1.000e-03, eta: 20:45:08, time: 0.991, data_time: 0.408, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8562, loss_cls: 1.3790, loss: 1.3790, grad_norm: 7.2259 2020-09-13 11:10:01,725 - mmaction - INFO - Epoch [26][240/2640] lr: 1.000e-03, eta: 20:44:42, time: 0.924, data_time: 0.263, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.4002 2020-09-13 11:10:20,239 - mmaction - INFO - Epoch [26][260/2640] lr: 1.000e-03, eta: 20:44:15, time: 0.932, data_time: 0.198, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.2519 2020-09-13 11:10:41,086 - mmaction - INFO - Epoch [26][280/2640] lr: 1.000e-03, eta: 20:43:50, time: 1.042, data_time: 0.250, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8828, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.9264 2020-09-13 11:11:00,194 - mmaction - INFO - Epoch [26][300/2640] lr: 1.000e-03, eta: 20:43:24, time: 0.955, data_time: 0.367, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2740, loss: 1.2740, grad_norm: 6.7168 2020-09-13 11:11:18,484 - mmaction - INFO - Epoch [26][320/2640] lr: 1.000e-03, eta: 20:42:57, time: 0.909, data_time: 0.309, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3701, loss: 1.3701, grad_norm: 7.2424 2020-09-13 11:11:36,701 - mmaction - INFO - Epoch [26][340/2640] lr: 1.000e-03, eta: 20:42:30, time: 0.917, data_time: 0.100, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8680, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.4830 2020-09-13 11:11:57,165 - mmaction - INFO - Epoch [26][360/2640] lr: 1.000e-03, eta: 20:42:05, time: 1.022, data_time: 0.040, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8578, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.4901 2020-09-13 11:12:18,337 - mmaction - INFO - Epoch [26][380/2640] lr: 1.000e-03, eta: 20:41:41, time: 1.060, data_time: 0.385, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8695, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.2062 2020-09-13 11:12:35,922 - mmaction - INFO - Epoch [26][400/2640] lr: 1.000e-03, eta: 20:41:13, time: 0.880, data_time: 0.181, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8727, loss_cls: 1.3169, loss: 1.3169, grad_norm: 7.0666 2020-09-13 11:12:55,931 - mmaction - INFO - Epoch [26][420/2640] lr: 1.000e-03, eta: 20:40:47, time: 1.001, data_time: 0.013, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8562, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.6617 2020-09-13 11:13:15,809 - mmaction - INFO - Epoch [26][440/2640] lr: 1.000e-03, eta: 20:40:22, time: 0.992, data_time: 0.002, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8789, loss_cls: 1.3232, loss: 1.3232, grad_norm: 7.1614 2020-09-13 11:13:35,090 - mmaction - INFO - Epoch [26][460/2640] lr: 1.000e-03, eta: 20:39:56, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8547, loss_cls: 1.4244, loss: 1.4244, grad_norm: 7.2854 2020-09-13 11:13:53,575 - mmaction - INFO - Epoch [26][480/2640] lr: 1.000e-03, eta: 20:39:29, time: 0.929, data_time: 0.008, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8789, loss_cls: 1.3015, loss: 1.3015, grad_norm: 7.1682 2020-09-13 11:14:14,378 - mmaction - INFO - Epoch [26][500/2640] lr: 1.000e-03, eta: 20:39:04, time: 1.041, data_time: 0.006, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.2036 2020-09-13 11:14:32,615 - mmaction - INFO - Epoch [26][520/2640] lr: 1.000e-03, eta: 20:38:37, time: 0.912, data_time: 0.003, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3683, loss: 1.3683, grad_norm: 7.3536 2020-09-13 11:14:52,953 - mmaction - INFO - Epoch [26][540/2640] lr: 1.000e-03, eta: 20:38:12, time: 1.010, data_time: 0.005, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8758, loss_cls: 1.2984, loss: 1.2984, grad_norm: 7.0392 2020-09-13 11:15:12,445 - mmaction - INFO - Epoch [26][560/2640] lr: 1.000e-03, eta: 20:37:46, time: 0.981, data_time: 0.010, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8688, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.4280 2020-09-13 11:15:31,004 - mmaction - INFO - Epoch [26][580/2640] lr: 1.000e-03, eta: 20:37:20, time: 0.928, data_time: 0.041, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8664, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.2140 2020-09-13 11:15:50,731 - mmaction - INFO - Epoch [26][600/2640] lr: 1.000e-03, eta: 20:36:54, time: 0.981, data_time: 0.038, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8688, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.1634 2020-09-13 11:16:10,956 - mmaction - INFO - Epoch [26][620/2640] lr: 1.000e-03, eta: 20:36:29, time: 1.016, data_time: 0.025, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8672, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.4116 2020-09-13 11:16:30,022 - mmaction - INFO - Epoch [26][640/2640] lr: 1.000e-03, eta: 20:36:03, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.4035 2020-09-13 11:16:48,087 - mmaction - INFO - Epoch [26][660/2640] lr: 1.000e-03, eta: 20:35:35, time: 0.904, data_time: 0.004, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8867, loss_cls: 1.2401, loss: 1.2401, grad_norm: 7.1520 2020-09-13 11:17:08,907 - mmaction - INFO - Epoch [26][680/2640] lr: 1.000e-03, eta: 20:35:11, time: 1.042, data_time: 0.008, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.4470 2020-09-13 11:17:29,928 - mmaction - INFO - Epoch [26][700/2640] lr: 1.000e-03, eta: 20:34:47, time: 1.050, data_time: 0.006, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.7462 2020-09-13 11:17:48,505 - mmaction - INFO - Epoch [26][720/2640] lr: 1.000e-03, eta: 20:34:20, time: 0.927, data_time: 0.008, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.1047 2020-09-13 11:18:08,855 - mmaction - INFO - Epoch [26][740/2640] lr: 1.000e-03, eta: 20:33:55, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.3387 2020-09-13 11:18:28,390 - mmaction - INFO - Epoch [26][760/2640] lr: 1.000e-03, eta: 20:33:29, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8773, loss_cls: 1.3236, loss: 1.3236, grad_norm: 7.4198 2020-09-13 11:18:46,306 - mmaction - INFO - Epoch [26][780/2640] lr: 1.000e-03, eta: 20:33:02, time: 0.898, data_time: 0.007, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.1540 2020-09-13 11:19:07,091 - mmaction - INFO - Epoch [26][800/2640] lr: 1.000e-03, eta: 20:32:37, time: 1.040, data_time: 0.041, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8562, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.1665 2020-09-13 11:19:25,258 - mmaction - INFO - Epoch [26][820/2640] lr: 1.000e-03, eta: 20:32:10, time: 0.909, data_time: 0.003, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.3900 2020-09-13 11:19:44,850 - mmaction - INFO - Epoch [26][840/2640] lr: 1.000e-03, eta: 20:31:44, time: 0.976, data_time: 0.016, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8617, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.3971 2020-09-13 11:20:05,275 - mmaction - INFO - Epoch [26][860/2640] lr: 1.000e-03, eta: 20:31:20, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.0741 2020-09-13 11:20:24,513 - mmaction - INFO - Epoch [26][880/2640] lr: 1.000e-03, eta: 20:30:54, time: 0.962, data_time: 0.003, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.1830 2020-09-13 11:20:44,106 - mmaction - INFO - Epoch [26][900/2640] lr: 1.000e-03, eta: 20:30:28, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.2922 2020-09-13 11:21:04,133 - mmaction - INFO - Epoch [26][920/2640] lr: 1.000e-03, eta: 20:30:02, time: 0.993, data_time: 0.005, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8664, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.0909 2020-09-13 11:21:24,215 - mmaction - INFO - Epoch [26][940/2640] lr: 1.000e-03, eta: 20:29:37, time: 1.012, data_time: 0.010, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8641, loss_cls: 1.3826, loss: 1.3826, grad_norm: 7.4921 2020-09-13 11:21:42,011 - mmaction - INFO - Epoch [26][960/2640] lr: 1.000e-03, eta: 20:29:10, time: 0.884, data_time: 0.006, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8617, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.3496 2020-09-13 11:22:02,022 - mmaction - INFO - Epoch [26][980/2640] lr: 1.000e-03, eta: 20:28:45, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.2163 2020-09-13 11:22:22,209 - mmaction - INFO - Epoch [26][1000/2640] lr: 1.000e-03, eta: 20:28:19, time: 1.003, data_time: 0.020, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8633, loss_cls: 1.3630, loss: 1.3630, grad_norm: 7.3835 2020-09-13 11:22:41,830 - mmaction - INFO - Epoch [26][1020/2640] lr: 1.000e-03, eta: 20:27:54, time: 0.988, data_time: 0.009, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8641, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.5170 2020-09-13 11:23:01,164 - mmaction - INFO - Epoch [26][1040/2640] lr: 1.000e-03, eta: 20:27:28, time: 0.964, data_time: 0.005, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.5656 2020-09-13 11:23:21,152 - mmaction - INFO - Epoch [26][1060/2640] lr: 1.000e-03, eta: 20:27:03, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3467, loss: 1.3467, grad_norm: 7.3242 2020-09-13 11:23:40,068 - mmaction - INFO - Epoch [26][1080/2640] lr: 1.000e-03, eta: 20:26:36, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8594, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.6437 2020-09-13 11:23:59,465 - mmaction - INFO - Epoch [26][1100/2640] lr: 1.000e-03, eta: 20:26:11, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8578, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.4744 2020-09-13 11:24:18,984 - mmaction - INFO - Epoch [26][1120/2640] lr: 1.000e-03, eta: 20:25:45, time: 0.976, data_time: 0.002, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.2739 2020-09-13 11:24:37,871 - mmaction - INFO - Epoch [26][1140/2640] lr: 1.000e-03, eta: 20:25:19, time: 0.943, data_time: 0.002, memory: 7069, top1_acc: 0.6211, top5_acc: 0.8531, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.6852 2020-09-13 11:24:57,110 - mmaction - INFO - Epoch [26][1160/2640] lr: 1.000e-03, eta: 20:24:52, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8891, loss_cls: 1.2486, loss: 1.2486, grad_norm: 7.1127 2020-09-13 11:25:16,869 - mmaction - INFO - Epoch [26][1180/2640] lr: 1.000e-03, eta: 20:24:27, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8602, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.6616 2020-09-13 11:25:36,448 - mmaction - INFO - Epoch [26][1200/2640] lr: 1.000e-03, eta: 20:24:01, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8516, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.6372 2020-09-13 11:25:55,597 - mmaction - INFO - Epoch [26][1220/2640] lr: 1.000e-03, eta: 20:23:35, time: 0.962, data_time: 0.009, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8789, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.2781 2020-09-13 11:26:14,075 - mmaction - INFO - Epoch [26][1240/2640] lr: 1.000e-03, eta: 20:23:09, time: 0.923, data_time: 0.005, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8688, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.3081 2020-09-13 11:26:34,649 - mmaction - INFO - Epoch [26][1260/2640] lr: 1.000e-03, eta: 20:22:44, time: 1.029, data_time: 0.089, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8570, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.7012 2020-09-13 11:26:55,442 - mmaction - INFO - Epoch [26][1280/2640] lr: 1.000e-03, eta: 20:22:19, time: 1.035, data_time: 0.442, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3707, loss: 1.3707, grad_norm: 7.3574 2020-09-13 11:27:13,350 - mmaction - INFO - Epoch [26][1300/2640] lr: 1.000e-03, eta: 20:21:52, time: 0.899, data_time: 0.305, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8586, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.2257 2020-09-13 11:27:33,108 - mmaction - INFO - Epoch [26][1320/2640] lr: 1.000e-03, eta: 20:21:27, time: 0.986, data_time: 0.289, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8523, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.3521 2020-09-13 11:27:52,421 - mmaction - INFO - Epoch [26][1340/2640] lr: 1.000e-03, eta: 20:21:01, time: 0.968, data_time: 0.174, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8859, loss_cls: 1.2925, loss: 1.2925, grad_norm: 7.4206 2020-09-13 11:28:11,454 - mmaction - INFO - Epoch [26][1360/2640] lr: 1.000e-03, eta: 20:20:35, time: 0.949, data_time: 0.042, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.6721 2020-09-13 11:28:31,489 - mmaction - INFO - Epoch [26][1380/2640] lr: 1.000e-03, eta: 20:20:10, time: 1.005, data_time: 0.041, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3347, loss: 1.3347, grad_norm: 7.1711 2020-09-13 11:28:50,407 - mmaction - INFO - Epoch [26][1400/2640] lr: 1.000e-03, eta: 20:19:43, time: 0.944, data_time: 0.033, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8617, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.3912 2020-09-13 11:29:09,527 - mmaction - INFO - Epoch [26][1420/2640] lr: 1.000e-03, eta: 20:19:17, time: 0.958, data_time: 0.054, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8586, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.5453 2020-09-13 11:29:28,680 - mmaction - INFO - Epoch [26][1440/2640] lr: 1.000e-03, eta: 20:18:51, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8695, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.3739 2020-09-13 11:29:49,416 - mmaction - INFO - Epoch [26][1460/2640] lr: 1.000e-03, eta: 20:18:27, time: 1.043, data_time: 0.009, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8789, loss_cls: 1.3250, loss: 1.3250, grad_norm: 7.3623 2020-09-13 11:30:08,792 - mmaction - INFO - Epoch [26][1480/2640] lr: 1.000e-03, eta: 20:18:01, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.2039 2020-09-13 11:30:27,875 - mmaction - INFO - Epoch [26][1500/2640] lr: 1.000e-03, eta: 20:17:35, time: 0.955, data_time: 0.069, memory: 7069, top1_acc: 0.6195, top5_acc: 0.8703, loss_cls: 1.3985, loss: 1.3985, grad_norm: 7.5446 2020-09-13 11:30:47,671 - mmaction - INFO - Epoch [26][1520/2640] lr: 1.000e-03, eta: 20:17:10, time: 0.987, data_time: 0.067, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8750, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.3533 2020-09-13 11:31:08,495 - mmaction - INFO - Epoch [26][1540/2640] lr: 1.000e-03, eta: 20:16:45, time: 1.044, data_time: 0.009, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.4835 2020-09-13 11:31:27,583 - mmaction - INFO - Epoch [26][1560/2640] lr: 1.000e-03, eta: 20:16:19, time: 0.949, data_time: 0.005, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.3985, loss: 1.3985, grad_norm: 7.4035 2020-09-13 11:31:47,277 - mmaction - INFO - Epoch [26][1580/2640] lr: 1.000e-03, eta: 20:15:54, time: 0.990, data_time: 0.008, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3140, loss: 1.3140, grad_norm: 7.2181 2020-09-13 11:32:05,806 - mmaction - INFO - Epoch [26][1600/2640] lr: 1.000e-03, eta: 20:15:27, time: 0.923, data_time: 0.006, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.5792 2020-09-13 11:32:25,291 - mmaction - INFO - Epoch [26][1620/2640] lr: 1.000e-03, eta: 20:15:01, time: 0.977, data_time: 0.009, memory: 7069, top1_acc: 0.6281, top5_acc: 0.8586, loss_cls: 1.4596, loss: 1.4596, grad_norm: 8.0496 2020-09-13 11:32:44,304 - mmaction - INFO - Epoch [26][1640/2640] lr: 1.000e-03, eta: 20:14:35, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8656, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.6320 2020-09-13 11:33:03,730 - mmaction - INFO - Epoch [26][1660/2640] lr: 1.000e-03, eta: 20:14:10, time: 0.978, data_time: 0.031, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8602, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.5387 2020-09-13 11:33:23,200 - mmaction - INFO - Epoch [26][1680/2640] lr: 1.000e-03, eta: 20:13:44, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.6228 2020-09-13 11:33:43,359 - mmaction - INFO - Epoch [26][1700/2640] lr: 1.000e-03, eta: 20:13:19, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.6250, top5_acc: 0.8609, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.5901 2020-09-13 11:34:02,915 - mmaction - INFO - Epoch [26][1720/2640] lr: 1.000e-03, eta: 20:12:53, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6133, top5_acc: 0.8461, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.5116 2020-09-13 11:34:22,379 - mmaction - INFO - Epoch [26][1740/2640] lr: 1.000e-03, eta: 20:12:28, time: 0.976, data_time: 0.034, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.4202 2020-09-13 11:34:42,275 - mmaction - INFO - Epoch [26][1760/2640] lr: 1.000e-03, eta: 20:12:02, time: 0.995, data_time: 0.064, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.3998 2020-09-13 11:35:02,233 - mmaction - INFO - Epoch [26][1780/2640] lr: 1.000e-03, eta: 20:11:37, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8539, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.5950 2020-09-13 11:35:21,883 - mmaction - INFO - Epoch [26][1800/2640] lr: 1.000e-03, eta: 20:11:12, time: 0.982, data_time: 0.003, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.2539 2020-09-13 11:35:42,039 - mmaction - INFO - Epoch [26][1820/2640] lr: 1.000e-03, eta: 20:10:47, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8625, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.4741 2020-09-13 11:36:01,082 - mmaction - INFO - Epoch [26][1840/2640] lr: 1.000e-03, eta: 20:10:21, time: 0.953, data_time: 0.004, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.5660 2020-09-13 11:36:20,312 - mmaction - INFO - Epoch [26][1860/2640] lr: 1.000e-03, eta: 20:09:55, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.5611 2020-09-13 11:36:39,369 - mmaction - INFO - Epoch [26][1880/2640] lr: 1.000e-03, eta: 20:09:29, time: 0.955, data_time: 0.008, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.6139 2020-09-13 11:36:59,584 - mmaction - INFO - Epoch [26][1900/2640] lr: 1.000e-03, eta: 20:09:04, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.1561 2020-09-13 11:37:18,049 - mmaction - INFO - Epoch [26][1920/2640] lr: 1.000e-03, eta: 20:08:37, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4734, loss: 1.4734, grad_norm: 7.6478 2020-09-13 11:37:39,377 - mmaction - INFO - Epoch [26][1940/2640] lr: 1.000e-03, eta: 20:08:14, time: 1.065, data_time: 0.015, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.7941 2020-09-13 11:37:59,173 - mmaction - INFO - Epoch [26][1960/2640] lr: 1.000e-03, eta: 20:07:48, time: 0.991, data_time: 0.003, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8523, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.4627 2020-09-13 11:38:18,251 - mmaction - INFO - Epoch [26][1980/2640] lr: 1.000e-03, eta: 20:07:22, time: 0.947, data_time: 0.005, memory: 7069, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.6513 2020-09-13 11:38:36,130 - mmaction - INFO - Epoch [26][2000/2640] lr: 1.000e-03, eta: 20:06:55, time: 0.900, data_time: 0.066, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8672, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.1876 2020-09-13 11:38:56,538 - mmaction - INFO - Epoch [26][2020/2640] lr: 1.000e-03, eta: 20:06:30, time: 1.019, data_time: 0.006, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.4931 2020-09-13 11:39:17,162 - mmaction - INFO - Epoch [26][2040/2640] lr: 1.000e-03, eta: 20:06:06, time: 1.033, data_time: 0.004, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.3712 2020-09-13 11:39:34,790 - mmaction - INFO - Epoch [26][2060/2640] lr: 1.000e-03, eta: 20:05:39, time: 0.876, data_time: 0.044, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8734, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.4044 2020-09-13 11:39:54,963 - mmaction - INFO - Epoch [26][2080/2640] lr: 1.000e-03, eta: 20:05:14, time: 1.014, data_time: 0.400, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8680, loss_cls: 1.3411, loss: 1.3411, grad_norm: 7.0200 2020-09-13 11:40:13,667 - mmaction - INFO - Epoch [26][2100/2640] lr: 1.000e-03, eta: 20:04:47, time: 0.930, data_time: 0.228, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.5242 2020-09-13 11:40:32,974 - mmaction - INFO - Epoch [26][2120/2640] lr: 1.000e-03, eta: 20:04:22, time: 0.969, data_time: 0.288, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.3173 2020-09-13 11:40:52,756 - mmaction - INFO - Epoch [26][2140/2640] lr: 1.000e-03, eta: 20:03:56, time: 0.984, data_time: 0.010, memory: 7069, top1_acc: 0.6172, top5_acc: 0.8570, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.5901 2020-09-13 11:41:13,084 - mmaction - INFO - Epoch [26][2160/2640] lr: 1.000e-03, eta: 20:03:32, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8648, loss_cls: 1.3650, loss: 1.3650, grad_norm: 7.4609 2020-09-13 11:41:32,358 - mmaction - INFO - Epoch [26][2180/2640] lr: 1.000e-03, eta: 20:03:06, time: 0.961, data_time: 0.008, memory: 7069, top1_acc: 0.6289, top5_acc: 0.8562, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.7250 2020-09-13 11:41:52,194 - mmaction - INFO - Epoch [26][2200/2640] lr: 1.000e-03, eta: 20:02:41, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.6997 2020-09-13 11:42:09,787 - mmaction - INFO - Epoch [26][2220/2640] lr: 1.000e-03, eta: 20:02:13, time: 0.876, data_time: 0.006, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8688, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.5871 2020-09-13 11:42:29,746 - mmaction - INFO - Epoch [26][2240/2640] lr: 1.000e-03, eta: 20:01:48, time: 1.002, data_time: 0.009, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.5581 2020-09-13 11:42:49,869 - mmaction - INFO - Epoch [26][2260/2640] lr: 1.000e-03, eta: 20:01:23, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8680, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.6296 2020-09-13 11:43:09,073 - mmaction - INFO - Epoch [26][2280/2640] lr: 1.000e-03, eta: 20:00:57, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.2620 2020-09-13 11:43:29,471 - mmaction - INFO - Epoch [26][2300/2640] lr: 1.000e-03, eta: 20:00:33, time: 1.016, data_time: 0.006, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8523, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.4147 2020-09-13 11:43:50,316 - mmaction - INFO - Epoch [26][2320/2640] lr: 1.000e-03, eta: 20:00:08, time: 1.046, data_time: 0.009, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8602, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.4262 2020-09-13 11:44:08,959 - mmaction - INFO - Epoch [26][2340/2640] lr: 1.000e-03, eta: 19:59:42, time: 0.930, data_time: 0.005, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8750, loss_cls: 1.3242, loss: 1.3242, grad_norm: 7.3860 2020-09-13 11:44:27,613 - mmaction - INFO - Epoch [26][2360/2640] lr: 1.000e-03, eta: 19:59:16, time: 0.934, data_time: 0.004, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8750, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.5497 2020-09-13 11:44:47,733 - mmaction - INFO - Epoch [26][2380/2640] lr: 1.000e-03, eta: 19:58:51, time: 1.005, data_time: 0.026, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.6498 2020-09-13 11:45:06,898 - mmaction - INFO - Epoch [26][2400/2640] lr: 1.000e-03, eta: 19:58:25, time: 0.958, data_time: 0.037, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8477, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.5279 2020-09-13 11:45:26,432 - mmaction - INFO - Epoch [26][2420/2640] lr: 1.000e-03, eta: 19:58:00, time: 0.978, data_time: 0.004, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8695, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.3745 2020-09-13 11:45:46,563 - mmaction - INFO - Epoch [26][2440/2640] lr: 1.000e-03, eta: 19:57:35, time: 1.005, data_time: 0.005, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.3355, loss: 1.3355, grad_norm: 7.5231 2020-09-13 11:46:06,192 - mmaction - INFO - Epoch [26][2460/2640] lr: 1.000e-03, eta: 19:57:09, time: 0.983, data_time: 0.004, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.0944 2020-09-13 11:46:26,131 - mmaction - INFO - Epoch [26][2480/2640] lr: 1.000e-03, eta: 19:56:44, time: 0.997, data_time: 0.005, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.5928 2020-09-13 11:46:44,605 - mmaction - INFO - Epoch [26][2500/2640] lr: 1.000e-03, eta: 19:56:18, time: 0.924, data_time: 0.003, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8539, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.3313 2020-09-13 11:47:05,244 - mmaction - INFO - Epoch [26][2520/2640] lr: 1.000e-03, eta: 19:55:53, time: 1.027, data_time: 0.007, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8648, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.4508 2020-09-13 11:47:23,900 - mmaction - INFO - Epoch [26][2540/2640] lr: 1.000e-03, eta: 19:55:27, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.4050 2020-09-13 11:47:43,748 - mmaction - INFO - Epoch [26][2560/2640] lr: 1.000e-03, eta: 19:55:02, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8797, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.7873 2020-09-13 11:48:03,783 - mmaction - INFO - Epoch [26][2580/2640] lr: 1.000e-03, eta: 19:54:37, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8477, loss_cls: 1.4395, loss: 1.4395, grad_norm: 7.5577 2020-09-13 11:48:23,151 - mmaction - INFO - Epoch [26][2600/2640] lr: 1.000e-03, eta: 19:54:11, time: 0.974, data_time: 0.034, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.5907 2020-09-13 11:48:41,921 - mmaction - INFO - Epoch [26][2620/2640] lr: 1.000e-03, eta: 19:53:45, time: 0.938, data_time: 0.006, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8500, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.4121 2020-09-13 11:48:59,505 - mmaction - INFO - Epoch [26][2640/2640] lr: 1.000e-03, eta: 19:53:18, time: 0.880, data_time: 0.004, memory: 7069, top1_acc: 0.6371, top5_acc: 0.8524, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.5937 2020-09-13 11:49:12,915 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-09-13 11:55:37,515 - mmaction - INFO - Epoch [27][20/2640] lr: 1.000e-03, eta: 19:58:29, time: 19.193, data_time: 18.311, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.5606 2020-09-13 11:55:57,877 - mmaction - INFO - Epoch [27][40/2640] lr: 1.000e-03, eta: 19:58:04, time: 1.028, data_time: 0.408, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8664, loss_cls: 1.3718, loss: 1.3718, grad_norm: 7.2221 2020-09-13 11:56:18,222 - mmaction - INFO - Epoch [27][60/2640] lr: 1.000e-03, eta: 19:57:39, time: 1.018, data_time: 0.422, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8562, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.4186 2020-09-13 11:56:37,616 - mmaction - INFO - Epoch [27][80/2640] lr: 1.000e-03, eta: 19:57:13, time: 0.966, data_time: 0.388, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.3552 2020-09-13 11:56:57,619 - mmaction - INFO - Epoch [27][100/2640] lr: 1.000e-03, eta: 19:56:48, time: 1.005, data_time: 0.427, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.5709 2020-09-13 11:57:17,790 - mmaction - INFO - Epoch [27][120/2640] lr: 1.000e-03, eta: 19:56:23, time: 1.005, data_time: 0.419, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8680, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.5177 2020-09-13 11:57:38,534 - mmaction - INFO - Epoch [27][140/2640] lr: 1.000e-03, eta: 19:55:59, time: 1.041, data_time: 0.459, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.4968 2020-09-13 11:57:58,061 - mmaction - INFO - Epoch [27][160/2640] lr: 1.000e-03, eta: 19:55:33, time: 0.973, data_time: 0.390, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8766, loss_cls: 1.3517, loss: 1.3517, grad_norm: 7.3846 2020-09-13 11:58:14,527 - mmaction - INFO - Epoch [27][180/2640] lr: 1.000e-03, eta: 19:55:05, time: 0.826, data_time: 0.188, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8648, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.4811 2020-09-13 11:58:35,571 - mmaction - INFO - Epoch [27][200/2640] lr: 1.000e-03, eta: 19:54:40, time: 1.052, data_time: 0.151, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.3798 2020-09-13 11:58:55,741 - mmaction - INFO - Epoch [27][220/2640] lr: 1.000e-03, eta: 19:54:15, time: 1.009, data_time: 0.067, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8711, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.2351 2020-09-13 11:59:16,248 - mmaction - INFO - Epoch [27][240/2640] lr: 1.000e-03, eta: 19:53:51, time: 1.026, data_time: 0.431, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8734, loss_cls: 1.3525, loss: 1.3525, grad_norm: 7.5080 2020-09-13 11:59:35,970 - mmaction - INFO - Epoch [27][260/2640] lr: 1.000e-03, eta: 19:53:25, time: 0.986, data_time: 0.386, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8625, loss_cls: 1.3912, loss: 1.3912, grad_norm: 7.6259 2020-09-13 11:59:55,526 - mmaction - INFO - Epoch [27][280/2640] lr: 1.000e-03, eta: 19:53:00, time: 0.974, data_time: 0.383, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8648, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.4918 2020-09-13 12:00:15,897 - mmaction - INFO - Epoch [27][300/2640] lr: 1.000e-03, eta: 19:52:35, time: 1.008, data_time: 0.343, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8758, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.4800 2020-09-13 12:00:35,875 - mmaction - INFO - Epoch [27][320/2640] lr: 1.000e-03, eta: 19:52:10, time: 1.004, data_time: 0.258, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8664, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.3886 2020-09-13 12:00:51,828 - mmaction - INFO - Epoch [27][340/2640] lr: 1.000e-03, eta: 19:51:41, time: 0.807, data_time: 0.214, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.5526 2020-09-13 12:01:12,163 - mmaction - INFO - Epoch [27][360/2640] lr: 1.000e-03, eta: 19:51:16, time: 1.012, data_time: 0.152, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3347, loss: 1.3347, grad_norm: 7.6023 2020-09-13 12:01:30,976 - mmaction - INFO - Epoch [27][380/2640] lr: 1.000e-03, eta: 19:50:50, time: 0.945, data_time: 0.055, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.3875, loss: 1.3875, grad_norm: 7.4720 2020-09-13 12:01:51,715 - mmaction - INFO - Epoch [27][400/2640] lr: 1.000e-03, eta: 19:50:25, time: 1.036, data_time: 0.021, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4197, loss: 1.4197, grad_norm: 7.7523 2020-09-13 12:02:11,866 - mmaction - INFO - Epoch [27][420/2640] lr: 1.000e-03, eta: 19:50:00, time: 1.007, data_time: 0.069, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3320, loss: 1.3320, grad_norm: 7.2989 2020-09-13 12:02:31,851 - mmaction - INFO - Epoch [27][440/2640] lr: 1.000e-03, eta: 19:49:35, time: 0.999, data_time: 0.008, memory: 7069, top1_acc: 0.6156, top5_acc: 0.8602, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.6602 2020-09-13 12:02:50,367 - mmaction - INFO - Epoch [27][460/2640] lr: 1.000e-03, eta: 19:49:09, time: 0.928, data_time: 0.055, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3155, loss: 1.3155, grad_norm: 7.4178 2020-09-13 12:03:10,750 - mmaction - INFO - Epoch [27][480/2640] lr: 1.000e-03, eta: 19:48:44, time: 1.013, data_time: 0.085, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8680, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.3940 2020-09-13 12:03:31,303 - mmaction - INFO - Epoch [27][500/2640] lr: 1.000e-03, eta: 19:48:19, time: 1.033, data_time: 0.015, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.4639 2020-09-13 12:03:51,383 - mmaction - INFO - Epoch [27][520/2640] lr: 1.000e-03, eta: 19:47:54, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.6148, top5_acc: 0.8594, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.7247 2020-09-13 12:04:10,023 - mmaction - INFO - Epoch [27][540/2640] lr: 1.000e-03, eta: 19:47:28, time: 0.936, data_time: 0.007, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.7172 2020-09-13 12:04:28,453 - mmaction - INFO - Epoch [27][560/2640] lr: 1.000e-03, eta: 19:47:01, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8734, loss_cls: 1.3301, loss: 1.3301, grad_norm: 7.5438 2020-09-13 12:04:47,908 - mmaction - INFO - Epoch [27][580/2640] lr: 1.000e-03, eta: 19:46:36, time: 0.978, data_time: 0.009, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3337, loss: 1.3337, grad_norm: 7.5902 2020-09-13 12:05:07,384 - mmaction - INFO - Epoch [27][600/2640] lr: 1.000e-03, eta: 19:46:10, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3391, loss: 1.3391, grad_norm: 7.7186 2020-09-13 12:05:26,679 - mmaction - INFO - Epoch [27][620/2640] lr: 1.000e-03, eta: 19:45:44, time: 0.965, data_time: 0.003, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.5999 2020-09-13 12:05:47,576 - mmaction - INFO - Epoch [27][640/2640] lr: 1.000e-03, eta: 19:45:20, time: 1.045, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.2892, loss: 1.2892, grad_norm: 7.4264 2020-09-13 12:06:05,578 - mmaction - INFO - Epoch [27][660/2640] lr: 1.000e-03, eta: 19:44:53, time: 0.900, data_time: 0.003, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.4927 2020-09-13 12:06:24,927 - mmaction - INFO - Epoch [27][680/2640] lr: 1.000e-03, eta: 19:44:27, time: 0.962, data_time: 0.012, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3111, loss: 1.3111, grad_norm: 7.4343 2020-09-13 12:06:44,394 - mmaction - INFO - Epoch [27][700/2640] lr: 1.000e-03, eta: 19:44:02, time: 0.978, data_time: 0.012, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8695, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.4717 2020-09-13 12:07:04,837 - mmaction - INFO - Epoch [27][720/2640] lr: 1.000e-03, eta: 19:43:37, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8672, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.5905 2020-09-13 12:07:24,002 - mmaction - INFO - Epoch [27][740/2640] lr: 1.000e-03, eta: 19:43:11, time: 0.962, data_time: 0.015, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.7129 2020-09-13 12:07:44,754 - mmaction - INFO - Epoch [27][760/2640] lr: 1.000e-03, eta: 19:42:47, time: 1.039, data_time: 0.006, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8664, loss_cls: 1.3517, loss: 1.3517, grad_norm: 7.6255 2020-09-13 12:08:03,796 - mmaction - INFO - Epoch [27][780/2640] lr: 1.000e-03, eta: 19:42:21, time: 0.951, data_time: 0.002, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8695, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.6679 2020-09-13 12:08:22,496 - mmaction - INFO - Epoch [27][800/2640] lr: 1.000e-03, eta: 19:41:55, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.6395 2020-09-13 12:08:42,765 - mmaction - INFO - Epoch [27][820/2640] lr: 1.000e-03, eta: 19:41:30, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3564, loss: 1.3564, grad_norm: 7.3773 2020-09-13 12:09:02,806 - mmaction - INFO - Epoch [27][840/2640] lr: 1.000e-03, eta: 19:41:05, time: 1.006, data_time: 0.009, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8680, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.5872 2020-09-13 12:09:23,522 - mmaction - INFO - Epoch [27][860/2640] lr: 1.000e-03, eta: 19:40:40, time: 1.034, data_time: 0.006, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4485, loss: 1.4485, grad_norm: 7.7090 2020-09-13 12:09:41,779 - mmaction - INFO - Epoch [27][880/2640] lr: 1.000e-03, eta: 19:40:14, time: 0.916, data_time: 0.008, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8758, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.6124 2020-09-13 12:10:01,535 - mmaction - INFO - Epoch [27][900/2640] lr: 1.000e-03, eta: 19:39:48, time: 0.985, data_time: 0.015, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.3955, loss: 1.3955, grad_norm: 7.7916 2020-09-13 12:10:20,385 - mmaction - INFO - Epoch [27][920/2640] lr: 1.000e-03, eta: 19:39:22, time: 0.945, data_time: 0.290, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.8404 2020-09-13 12:10:42,493 - mmaction - INFO - Epoch [27][940/2640] lr: 1.000e-03, eta: 19:38:59, time: 1.106, data_time: 0.080, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8672, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.8847 2020-09-13 12:11:00,644 - mmaction - INFO - Epoch [27][960/2640] lr: 1.000e-03, eta: 19:38:33, time: 0.908, data_time: 0.003, memory: 7069, top1_acc: 0.6227, top5_acc: 0.8461, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.7632 2020-09-13 12:11:19,235 - mmaction - INFO - Epoch [27][980/2640] lr: 1.000e-03, eta: 19:38:06, time: 0.924, data_time: 0.006, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.5008 2020-09-13 12:11:39,582 - mmaction - INFO - Epoch [27][1000/2640] lr: 1.000e-03, eta: 19:37:41, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8836, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.6882 2020-09-13 12:11:59,667 - mmaction - INFO - Epoch [27][1020/2640] lr: 1.000e-03, eta: 19:37:16, time: 1.002, data_time: 0.005, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.5836 2020-09-13 12:12:18,371 - mmaction - INFO - Epoch [27][1040/2640] lr: 1.000e-03, eta: 19:36:50, time: 0.936, data_time: 0.005, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8812, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.5947 2020-09-13 12:12:38,032 - mmaction - INFO - Epoch [27][1060/2640] lr: 1.000e-03, eta: 19:36:25, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8719, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.5042 2020-09-13 12:12:57,480 - mmaction - INFO - Epoch [27][1080/2640] lr: 1.000e-03, eta: 19:35:59, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4359, loss: 1.4359, grad_norm: 7.8296 2020-09-13 12:13:18,717 - mmaction - INFO - Epoch [27][1100/2640] lr: 1.000e-03, eta: 19:35:35, time: 1.059, data_time: 0.008, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.6029 2020-09-13 12:13:37,318 - mmaction - INFO - Epoch [27][1120/2640] lr: 1.000e-03, eta: 19:35:09, time: 0.933, data_time: 0.007, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.3675, loss: 1.3675, grad_norm: 7.6131 2020-09-13 12:13:57,060 - mmaction - INFO - Epoch [27][1140/2640] lr: 1.000e-03, eta: 19:34:44, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.6730 2020-09-13 12:14:16,819 - mmaction - INFO - Epoch [27][1160/2640] lr: 1.000e-03, eta: 19:34:19, time: 0.988, data_time: 0.003, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8633, loss_cls: 1.3633, loss: 1.3633, grad_norm: 7.8604 2020-09-13 12:14:36,522 - mmaction - INFO - Epoch [27][1180/2640] lr: 1.000e-03, eta: 19:33:53, time: 0.985, data_time: 0.002, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8727, loss_cls: 1.3449, loss: 1.3449, grad_norm: 7.6949 2020-09-13 12:14:57,322 - mmaction - INFO - Epoch [27][1200/2640] lr: 1.000e-03, eta: 19:33:29, time: 1.040, data_time: 0.006, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.9495 2020-09-13 12:15:15,919 - mmaction - INFO - Epoch [27][1220/2640] lr: 1.000e-03, eta: 19:33:03, time: 0.926, data_time: 0.005, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.2838, loss: 1.2838, grad_norm: 7.3129 2020-09-13 12:15:34,945 - mmaction - INFO - Epoch [27][1240/2640] lr: 1.000e-03, eta: 19:32:37, time: 0.955, data_time: 0.041, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8727, loss_cls: 1.3239, loss: 1.3239, grad_norm: 7.7898 2020-09-13 12:15:54,077 - mmaction - INFO - Epoch [27][1260/2640] lr: 1.000e-03, eta: 19:32:11, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8672, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.6904 2020-09-13 12:16:14,413 - mmaction - INFO - Epoch [27][1280/2640] lr: 1.000e-03, eta: 19:31:47, time: 1.018, data_time: 0.004, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.5227 2020-09-13 12:16:35,011 - mmaction - INFO - Epoch [27][1300/2640] lr: 1.000e-03, eta: 19:31:22, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.6062, top5_acc: 0.8469, loss_cls: 1.5698, loss: 1.5698, grad_norm: 8.0249 2020-09-13 12:16:54,458 - mmaction - INFO - Epoch [27][1320/2640] lr: 1.000e-03, eta: 19:30:57, time: 0.977, data_time: 0.009, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8594, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.7957 2020-09-13 12:17:13,978 - mmaction - INFO - Epoch [27][1340/2640] lr: 1.000e-03, eta: 19:30:31, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.3972, loss: 1.3972, grad_norm: 7.7458 2020-09-13 12:17:34,793 - mmaction - INFO - Epoch [27][1360/2640] lr: 1.000e-03, eta: 19:30:07, time: 1.045, data_time: 0.008, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.3975, loss: 1.3975, grad_norm: 7.7731 2020-09-13 12:17:53,099 - mmaction - INFO - Epoch [27][1380/2640] lr: 1.000e-03, eta: 19:29:40, time: 0.916, data_time: 0.007, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.5604 2020-09-13 12:18:12,288 - mmaction - INFO - Epoch [27][1400/2640] lr: 1.000e-03, eta: 19:29:15, time: 0.959, data_time: 0.003, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.3711, loss: 1.3711, grad_norm: 7.6824 2020-09-13 12:18:32,597 - mmaction - INFO - Epoch [27][1420/2640] lr: 1.000e-03, eta: 19:28:50, time: 1.010, data_time: 0.005, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8734, loss_cls: 1.2939, loss: 1.2939, grad_norm: 7.2607 2020-09-13 12:18:52,397 - mmaction - INFO - Epoch [27][1440/2640] lr: 1.000e-03, eta: 19:28:25, time: 0.997, data_time: 0.010, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3212, loss: 1.3212, grad_norm: 7.4322 2020-09-13 12:19:11,474 - mmaction - INFO - Epoch [27][1460/2640] lr: 1.000e-03, eta: 19:27:59, time: 0.951, data_time: 0.005, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8750, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.5865 2020-09-13 12:19:31,044 - mmaction - INFO - Epoch [27][1480/2640] lr: 1.000e-03, eta: 19:27:34, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.6638 2020-09-13 12:19:49,748 - mmaction - INFO - Epoch [27][1500/2640] lr: 1.000e-03, eta: 19:27:08, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.3545, loss: 1.3545, grad_norm: 7.4544 2020-09-13 12:20:09,576 - mmaction - INFO - Epoch [27][1520/2640] lr: 1.000e-03, eta: 19:26:42, time: 0.992, data_time: 0.003, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.6951 2020-09-13 12:20:29,278 - mmaction - INFO - Epoch [27][1540/2640] lr: 1.000e-03, eta: 19:26:17, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8695, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.6536 2020-09-13 12:20:48,458 - mmaction - INFO - Epoch [27][1560/2640] lr: 1.000e-03, eta: 19:25:51, time: 0.953, data_time: 0.006, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8789, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.5150 2020-09-13 12:21:08,997 - mmaction - INFO - Epoch [27][1580/2640] lr: 1.000e-03, eta: 19:25:27, time: 1.032, data_time: 0.009, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.6322 2020-09-13 12:21:27,250 - mmaction - INFO - Epoch [27][1600/2640] lr: 1.000e-03, eta: 19:25:01, time: 0.913, data_time: 0.007, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8492, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.8850 2020-09-13 12:21:46,218 - mmaction - INFO - Epoch [27][1620/2640] lr: 1.000e-03, eta: 19:24:35, time: 0.949, data_time: 0.003, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.6413 2020-09-13 12:22:07,848 - mmaction - INFO - Epoch [27][1640/2640] lr: 1.000e-03, eta: 19:24:11, time: 1.077, data_time: 0.005, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.5875 2020-09-13 12:22:26,022 - mmaction - INFO - Epoch [27][1660/2640] lr: 1.000e-03, eta: 19:23:45, time: 0.914, data_time: 0.007, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8734, loss_cls: 1.2903, loss: 1.2903, grad_norm: 7.3741 2020-09-13 12:22:47,105 - mmaction - INFO - Epoch [27][1680/2640] lr: 1.000e-03, eta: 19:23:20, time: 1.047, data_time: 0.004, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3262, loss: 1.3262, grad_norm: 7.5573 2020-09-13 12:23:06,258 - mmaction - INFO - Epoch [27][1700/2640] lr: 1.000e-03, eta: 19:22:55, time: 0.964, data_time: 0.010, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.4496 2020-09-13 12:23:27,076 - mmaction - INFO - Epoch [27][1720/2640] lr: 1.000e-03, eta: 19:22:31, time: 1.036, data_time: 0.006, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8883, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.3193 2020-09-13 12:23:46,339 - mmaction - INFO - Epoch [27][1740/2640] lr: 1.000e-03, eta: 19:22:05, time: 0.968, data_time: 0.010, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.6133 2020-09-13 12:24:04,779 - mmaction - INFO - Epoch [27][1760/2640] lr: 1.000e-03, eta: 19:21:39, time: 0.917, data_time: 0.078, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8719, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.9838 2020-09-13 12:24:25,222 - mmaction - INFO - Epoch [27][1780/2640] lr: 1.000e-03, eta: 19:21:14, time: 1.026, data_time: 0.355, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2683, loss: 1.2683, grad_norm: 7.4494 2020-09-13 12:24:45,542 - mmaction - INFO - Epoch [27][1800/2640] lr: 1.000e-03, eta: 19:20:50, time: 1.011, data_time: 0.244, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.6629 2020-09-13 12:25:03,898 - mmaction - INFO - Epoch [27][1820/2640] lr: 1.000e-03, eta: 19:20:23, time: 0.922, data_time: 0.030, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.2990, loss: 1.2990, grad_norm: 7.6648 2020-09-13 12:25:23,391 - mmaction - INFO - Epoch [27][1840/2640] lr: 1.000e-03, eta: 19:19:58, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8797, loss_cls: 1.3442, loss: 1.3442, grad_norm: 7.8753 2020-09-13 12:25:42,901 - mmaction - INFO - Epoch [27][1860/2640] lr: 1.000e-03, eta: 19:19:32, time: 0.970, data_time: 0.011, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3532, loss: 1.3532, grad_norm: 7.7417 2020-09-13 12:26:01,131 - mmaction - INFO - Epoch [27][1880/2640] lr: 1.000e-03, eta: 19:19:06, time: 0.918, data_time: 0.091, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8586, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.7357 2020-09-13 12:26:20,942 - mmaction - INFO - Epoch [27][1900/2640] lr: 1.000e-03, eta: 19:18:41, time: 0.985, data_time: 0.192, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2466, loss: 1.2466, grad_norm: 7.2864 2020-09-13 12:26:40,434 - mmaction - INFO - Epoch [27][1920/2640] lr: 1.000e-03, eta: 19:18:16, time: 0.979, data_time: 0.177, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8602, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.6324 2020-09-13 12:26:59,920 - mmaction - INFO - Epoch [27][1940/2640] lr: 1.000e-03, eta: 19:17:50, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8719, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.6791 2020-09-13 12:27:19,165 - mmaction - INFO - Epoch [27][1960/2640] lr: 1.000e-03, eta: 19:17:25, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.2922, loss: 1.2922, grad_norm: 7.5397 2020-09-13 12:27:39,000 - mmaction - INFO - Epoch [27][1980/2640] lr: 1.000e-03, eta: 19:17:00, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8766, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.6650 2020-09-13 12:27:57,635 - mmaction - INFO - Epoch [27][2000/2640] lr: 1.000e-03, eta: 19:16:34, time: 0.931, data_time: 0.004, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.3688, loss: 1.3688, grad_norm: 7.5321 2020-09-13 12:28:16,511 - mmaction - INFO - Epoch [27][2020/2640] lr: 1.000e-03, eta: 19:16:08, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8711, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.8206 2020-09-13 12:28:36,379 - mmaction - INFO - Epoch [27][2040/2640] lr: 1.000e-03, eta: 19:15:43, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.8351 2020-09-13 12:28:56,182 - mmaction - INFO - Epoch [27][2060/2640] lr: 1.000e-03, eta: 19:15:18, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.8054 2020-09-13 12:29:16,273 - mmaction - INFO - Epoch [27][2080/2640] lr: 1.000e-03, eta: 19:14:53, time: 1.004, data_time: 0.003, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8586, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.5941 2020-09-13 12:29:35,194 - mmaction - INFO - Epoch [27][2100/2640] lr: 1.000e-03, eta: 19:14:27, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8602, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.6365 2020-09-13 12:29:55,652 - mmaction - INFO - Epoch [27][2120/2640] lr: 1.000e-03, eta: 19:14:03, time: 1.024, data_time: 0.003, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.9293 2020-09-13 12:30:15,776 - mmaction - INFO - Epoch [27][2140/2640] lr: 1.000e-03, eta: 19:13:38, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8727, loss_cls: 1.3327, loss: 1.3327, grad_norm: 7.6289 2020-09-13 12:30:34,071 - mmaction - INFO - Epoch [27][2160/2640] lr: 1.000e-03, eta: 19:13:11, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4002, loss: 1.4002, grad_norm: 7.9344 2020-09-13 12:30:53,885 - mmaction - INFO - Epoch [27][2180/2640] lr: 1.000e-03, eta: 19:12:46, time: 0.987, data_time: 0.129, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3616, loss: 1.3616, grad_norm: 7.7433 2020-09-13 12:31:14,019 - mmaction - INFO - Epoch [27][2200/2640] lr: 1.000e-03, eta: 19:12:22, time: 1.010, data_time: 0.418, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8805, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.7064 2020-09-13 12:31:32,809 - mmaction - INFO - Epoch [27][2220/2640] lr: 1.000e-03, eta: 19:11:56, time: 0.936, data_time: 0.206, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.6671 2020-09-13 12:31:52,519 - mmaction - INFO - Epoch [27][2240/2640] lr: 1.000e-03, eta: 19:11:31, time: 0.990, data_time: 0.330, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.8779 2020-09-13 12:32:12,958 - mmaction - INFO - Epoch [27][2260/2640] lr: 1.000e-03, eta: 19:11:06, time: 1.021, data_time: 0.422, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.5793 2020-09-13 12:32:31,550 - mmaction - INFO - Epoch [27][2280/2640] lr: 1.000e-03, eta: 19:10:40, time: 0.929, data_time: 0.331, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8781, loss_cls: 1.2797, loss: 1.2797, grad_norm: 7.4417 2020-09-13 12:32:51,212 - mmaction - INFO - Epoch [27][2300/2640] lr: 1.000e-03, eta: 19:10:15, time: 0.984, data_time: 0.229, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.9673 2020-09-13 12:33:11,675 - mmaction - INFO - Epoch [27][2320/2640] lr: 1.000e-03, eta: 19:09:50, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8617, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.7874 2020-09-13 12:33:30,621 - mmaction - INFO - Epoch [27][2340/2640] lr: 1.000e-03, eta: 19:09:25, time: 0.952, data_time: 0.008, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8586, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.8891 2020-09-13 12:33:51,611 - mmaction - INFO - Epoch [27][2360/2640] lr: 1.000e-03, eta: 19:09:01, time: 1.044, data_time: 0.007, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8680, loss_cls: 1.3186, loss: 1.3186, grad_norm: 7.5600 2020-09-13 12:34:10,735 - mmaction - INFO - Epoch [27][2380/2640] lr: 1.000e-03, eta: 19:08:35, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3061, loss: 1.3061, grad_norm: 7.4228 2020-09-13 12:34:30,051 - mmaction - INFO - Epoch [27][2400/2640] lr: 1.000e-03, eta: 19:08:10, time: 0.962, data_time: 0.005, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.8870 2020-09-13 12:34:49,894 - mmaction - INFO - Epoch [27][2420/2640] lr: 1.000e-03, eta: 19:07:45, time: 0.996, data_time: 0.006, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8586, loss_cls: 1.3721, loss: 1.3721, grad_norm: 7.8727 2020-09-13 12:35:08,707 - mmaction - INFO - Epoch [27][2440/2640] lr: 1.000e-03, eta: 19:07:19, time: 0.940, data_time: 0.002, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8656, loss_cls: 1.3889, loss: 1.3889, grad_norm: 7.9790 2020-09-13 12:35:28,794 - mmaction - INFO - Epoch [27][2460/2640] lr: 1.000e-03, eta: 19:06:54, time: 1.004, data_time: 0.003, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3675, loss: 1.3675, grad_norm: 7.4425 2020-09-13 12:35:48,289 - mmaction - INFO - Epoch [27][2480/2640] lr: 1.000e-03, eta: 19:06:29, time: 0.972, data_time: 0.007, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3212, loss: 1.3212, grad_norm: 7.6578 2020-09-13 12:36:06,876 - mmaction - INFO - Epoch [27][2500/2640] lr: 1.000e-03, eta: 19:06:03, time: 0.932, data_time: 0.008, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8672, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.6018 2020-09-13 12:36:25,912 - mmaction - INFO - Epoch [27][2520/2640] lr: 1.000e-03, eta: 19:05:37, time: 0.947, data_time: 0.028, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.4732 2020-09-13 12:36:46,882 - mmaction - INFO - Epoch [27][2540/2640] lr: 1.000e-03, eta: 19:05:13, time: 1.054, data_time: 0.211, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.8784 2020-09-13 12:37:06,626 - mmaction - INFO - Epoch [27][2560/2640] lr: 1.000e-03, eta: 19:04:48, time: 0.986, data_time: 0.017, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8656, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.7431 2020-09-13 12:37:26,105 - mmaction - INFO - Epoch [27][2580/2640] lr: 1.000e-03, eta: 19:04:23, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8703, loss_cls: 1.4073, loss: 1.4073, grad_norm: 8.0616 2020-09-13 12:37:45,468 - mmaction - INFO - Epoch [27][2600/2640] lr: 1.000e-03, eta: 19:03:58, time: 0.963, data_time: 0.005, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.9569 2020-09-13 12:38:03,983 - mmaction - INFO - Epoch [27][2620/2640] lr: 1.000e-03, eta: 19:03:32, time: 0.931, data_time: 0.007, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.9714 2020-09-13 12:38:21,312 - mmaction - INFO - Epoch [27][2640/2640] lr: 1.000e-03, eta: 19:03:05, time: 0.864, data_time: 0.006, memory: 7069, top1_acc: 0.6435, top5_acc: 0.8605, loss_cls: 1.3909, loss: 1.3909, grad_norm: 7.9747 2020-09-13 12:38:38,092 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-09-13 12:44:57,424 - mmaction - INFO - Epoch [28][20/2640] lr: 1.000e-03, eta: 19:07:45, time: 18.929, data_time: 17.963, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.6956 2020-09-13 12:45:18,311 - mmaction - INFO - Epoch [28][40/2640] lr: 1.000e-03, eta: 19:07:21, time: 1.053, data_time: 0.043, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8828, loss_cls: 1.2461, loss: 1.2461, grad_norm: 7.2197 2020-09-13 12:45:36,658 - mmaction - INFO - Epoch [28][60/2640] lr: 1.000e-03, eta: 19:06:55, time: 0.916, data_time: 0.080, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.6253 2020-09-13 12:45:57,089 - mmaction - INFO - Epoch [28][80/2640] lr: 1.000e-03, eta: 19:06:30, time: 1.022, data_time: 0.364, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8836, loss_cls: 1.2746, loss: 1.2746, grad_norm: 7.5612 2020-09-13 12:46:17,804 - mmaction - INFO - Epoch [28][100/2640] lr: 1.000e-03, eta: 19:06:06, time: 1.036, data_time: 0.449, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8859, loss_cls: 1.2550, loss: 1.2550, grad_norm: 7.6805 2020-09-13 12:46:36,869 - mmaction - INFO - Epoch [28][120/2640] lr: 1.000e-03, eta: 19:05:40, time: 0.953, data_time: 0.370, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8695, loss_cls: 1.3426, loss: 1.3426, grad_norm: 7.6615 2020-09-13 12:46:55,968 - mmaction - INFO - Epoch [28][140/2640] lr: 1.000e-03, eta: 19:05:14, time: 0.956, data_time: 0.323, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8625, loss_cls: 1.3882, loss: 1.3882, grad_norm: 7.9653 2020-09-13 12:47:15,322 - mmaction - INFO - Epoch [28][160/2640] lr: 1.000e-03, eta: 19:04:48, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8812, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.6784 2020-09-13 12:47:34,234 - mmaction - INFO - Epoch [28][180/2640] lr: 1.000e-03, eta: 19:04:23, time: 0.949, data_time: 0.008, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8758, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.7972 2020-09-13 12:47:54,204 - mmaction - INFO - Epoch [28][200/2640] lr: 1.000e-03, eta: 19:03:58, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.4389 2020-09-13 12:48:14,133 - mmaction - INFO - Epoch [28][220/2640] lr: 1.000e-03, eta: 19:03:33, time: 1.001, data_time: 0.021, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8680, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.8391 2020-09-13 12:48:34,233 - mmaction - INFO - Epoch [28][240/2640] lr: 1.000e-03, eta: 19:03:08, time: 1.002, data_time: 0.005, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.7678 2020-09-13 12:48:54,396 - mmaction - INFO - Epoch [28][260/2640] lr: 1.000e-03, eta: 19:02:43, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3095, loss: 1.3095, grad_norm: 7.9996 2020-09-13 12:49:13,186 - mmaction - INFO - Epoch [28][280/2640] lr: 1.000e-03, eta: 19:02:17, time: 0.934, data_time: 0.007, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3533, loss: 1.3533, grad_norm: 7.7187 2020-09-13 12:49:33,149 - mmaction - INFO - Epoch [28][300/2640] lr: 1.000e-03, eta: 19:01:52, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8633, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.8664 2020-09-13 12:49:52,954 - mmaction - INFO - Epoch [28][320/2640] lr: 1.000e-03, eta: 19:01:27, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.9099 2020-09-13 12:50:11,241 - mmaction - INFO - Epoch [28][340/2640] lr: 1.000e-03, eta: 19:01:01, time: 0.916, data_time: 0.004, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8625, loss_cls: 1.3508, loss: 1.3508, grad_norm: 7.8033 2020-09-13 12:50:31,920 - mmaction - INFO - Epoch [28][360/2640] lr: 1.000e-03, eta: 19:00:36, time: 1.033, data_time: 0.007, memory: 7069, top1_acc: 0.6383, top5_acc: 0.8727, loss_cls: 1.3278, loss: 1.3278, grad_norm: 7.8428 2020-09-13 12:50:49,369 - mmaction - INFO - Epoch [28][380/2640] lr: 1.000e-03, eta: 19:00:09, time: 0.874, data_time: 0.004, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8492, loss_cls: 1.4511, loss: 1.4511, grad_norm: 7.9067 2020-09-13 12:51:10,892 - mmaction - INFO - Epoch [28][400/2640] lr: 1.000e-03, eta: 18:59:45, time: 1.073, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3386, loss: 1.3386, grad_norm: 7.7821 2020-09-13 12:51:30,014 - mmaction - INFO - Epoch [28][420/2640] lr: 1.000e-03, eta: 18:59:20, time: 0.958, data_time: 0.019, memory: 7069, top1_acc: 0.6266, top5_acc: 0.8719, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.0447 2020-09-13 12:51:50,549 - mmaction - INFO - Epoch [28][440/2640] lr: 1.000e-03, eta: 18:58:55, time: 1.027, data_time: 0.093, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3429, loss: 1.3429, grad_norm: 7.9197 2020-09-13 12:52:09,285 - mmaction - INFO - Epoch [28][460/2640] lr: 1.000e-03, eta: 18:58:29, time: 0.932, data_time: 0.325, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.6828 2020-09-13 12:52:28,009 - mmaction - INFO - Epoch [28][480/2640] lr: 1.000e-03, eta: 18:58:03, time: 0.940, data_time: 0.197, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8586, loss_cls: 1.4153, loss: 1.4153, grad_norm: 8.0746 2020-09-13 12:52:48,351 - mmaction - INFO - Epoch [28][500/2640] lr: 1.000e-03, eta: 18:57:39, time: 1.013, data_time: 0.226, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8727, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.0694 2020-09-13 12:53:08,888 - mmaction - INFO - Epoch [28][520/2640] lr: 1.000e-03, eta: 18:57:14, time: 1.032, data_time: 0.023, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3384, loss: 1.3384, grad_norm: 8.0500 2020-09-13 12:53:28,407 - mmaction - INFO - Epoch [28][540/2640] lr: 1.000e-03, eta: 18:56:49, time: 0.975, data_time: 0.007, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8742, loss_cls: 1.3121, loss: 1.3121, grad_norm: 7.9437 2020-09-13 12:53:47,538 - mmaction - INFO - Epoch [28][560/2640] lr: 1.000e-03, eta: 18:56:23, time: 0.957, data_time: 0.004, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.4558 2020-09-13 12:54:07,961 - mmaction - INFO - Epoch [28][580/2640] lr: 1.000e-03, eta: 18:55:59, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.8338 2020-09-13 12:54:26,872 - mmaction - INFO - Epoch [28][600/2640] lr: 1.000e-03, eta: 18:55:33, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8617, loss_cls: 1.3339, loss: 1.3339, grad_norm: 7.8543 2020-09-13 12:54:47,465 - mmaction - INFO - Epoch [28][620/2640] lr: 1.000e-03, eta: 18:55:09, time: 1.023, data_time: 0.005, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.9565 2020-09-13 12:55:06,233 - mmaction - INFO - Epoch [28][640/2640] lr: 1.000e-03, eta: 18:54:43, time: 0.944, data_time: 0.009, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8844, loss_cls: 1.3396, loss: 1.3396, grad_norm: 7.9438 2020-09-13 12:55:25,959 - mmaction - INFO - Epoch [28][660/2640] lr: 1.000e-03, eta: 18:54:18, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.7182 2020-09-13 12:55:46,044 - mmaction - INFO - Epoch [28][680/2640] lr: 1.000e-03, eta: 18:53:53, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.9589 2020-09-13 12:56:05,166 - mmaction - INFO - Epoch [28][700/2640] lr: 1.000e-03, eta: 18:53:27, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8789, loss_cls: 1.2761, loss: 1.2761, grad_norm: 7.5798 2020-09-13 12:56:25,123 - mmaction - INFO - Epoch [28][720/2640] lr: 1.000e-03, eta: 18:53:02, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.7905 2020-09-13 12:56:44,077 - mmaction - INFO - Epoch [28][740/2640] lr: 1.000e-03, eta: 18:52:36, time: 0.950, data_time: 0.004, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.2875, loss: 1.2875, grad_norm: 8.0348 2020-09-13 12:57:03,247 - mmaction - INFO - Epoch [28][760/2640] lr: 1.000e-03, eta: 18:52:11, time: 0.955, data_time: 0.005, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8664, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.8650 2020-09-13 12:57:22,351 - mmaction - INFO - Epoch [28][780/2640] lr: 1.000e-03, eta: 18:51:45, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8852, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.7445 2020-09-13 12:57:42,657 - mmaction - INFO - Epoch [28][800/2640] lr: 1.000e-03, eta: 18:51:21, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3412, loss: 1.3412, grad_norm: 8.0737 2020-09-13 12:58:01,226 - mmaction - INFO - Epoch [28][820/2640] lr: 1.000e-03, eta: 18:50:55, time: 0.932, data_time: 0.008, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8664, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.6821 2020-09-13 12:58:20,907 - mmaction - INFO - Epoch [28][840/2640] lr: 1.000e-03, eta: 18:50:29, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.6242, top5_acc: 0.8562, loss_cls: 1.4545, loss: 1.4545, grad_norm: 8.0843 2020-09-13 12:58:40,070 - mmaction - INFO - Epoch [28][860/2640] lr: 1.000e-03, eta: 18:50:04, time: 0.958, data_time: 0.003, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.3558, loss: 1.3558, grad_norm: 7.8287 2020-09-13 12:58:58,482 - mmaction - INFO - Epoch [28][880/2640] lr: 1.000e-03, eta: 18:49:38, time: 0.916, data_time: 0.089, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.4173, loss: 1.4173, grad_norm: 8.0386 2020-09-13 12:59:18,209 - mmaction - INFO - Epoch [28][900/2640] lr: 1.000e-03, eta: 18:49:13, time: 0.992, data_time: 0.294, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8727, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.0097 2020-09-13 12:59:38,492 - mmaction - INFO - Epoch [28][920/2640] lr: 1.000e-03, eta: 18:48:48, time: 1.014, data_time: 0.377, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.3052, loss: 1.3052, grad_norm: 7.7909 2020-09-13 12:59:56,943 - mmaction - INFO - Epoch [28][940/2640] lr: 1.000e-03, eta: 18:48:22, time: 0.922, data_time: 0.166, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8891, loss_cls: 1.2460, loss: 1.2460, grad_norm: 7.5238 2020-09-13 13:00:17,089 - mmaction - INFO - Epoch [28][960/2640] lr: 1.000e-03, eta: 18:47:57, time: 0.990, data_time: 0.018, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3245, loss: 1.3245, grad_norm: 7.9447 2020-09-13 13:00:40,107 - mmaction - INFO - Epoch [28][980/2640] lr: 1.000e-03, eta: 18:47:35, time: 1.156, data_time: 0.101, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.8540 2020-09-13 13:00:56,821 - mmaction - INFO - Epoch [28][1000/2640] lr: 1.000e-03, eta: 18:47:07, time: 0.844, data_time: 0.189, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8672, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.9740 2020-09-13 13:01:16,669 - mmaction - INFO - Epoch [28][1020/2640] lr: 1.000e-03, eta: 18:46:42, time: 0.994, data_time: 0.076, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.2674, loss: 1.2674, grad_norm: 7.7713 2020-09-13 13:01:37,844 - mmaction - INFO - Epoch [28][1040/2640] lr: 1.000e-03, eta: 18:46:19, time: 1.060, data_time: 0.007, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8672, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.9471 2020-09-13 13:01:56,357 - mmaction - INFO - Epoch [28][1060/2640] lr: 1.000e-03, eta: 18:45:52, time: 0.926, data_time: 0.002, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8680, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.8715 2020-09-13 13:02:15,774 - mmaction - INFO - Epoch [28][1080/2640] lr: 1.000e-03, eta: 18:45:27, time: 0.970, data_time: 0.005, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.8862 2020-09-13 13:02:35,944 - mmaction - INFO - Epoch [28][1100/2640] lr: 1.000e-03, eta: 18:45:02, time: 1.009, data_time: 0.004, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8797, loss_cls: 1.2496, loss: 1.2496, grad_norm: 7.9082 2020-09-13 13:02:56,939 - mmaction - INFO - Epoch [28][1120/2640] lr: 1.000e-03, eta: 18:44:38, time: 1.046, data_time: 0.050, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.2798, loss: 1.2798, grad_norm: 7.9098 2020-09-13 13:03:15,434 - mmaction - INFO - Epoch [28][1140/2640] lr: 1.000e-03, eta: 18:44:12, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8680, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.9597 2020-09-13 13:03:34,775 - mmaction - INFO - Epoch [28][1160/2640] lr: 1.000e-03, eta: 18:43:47, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8609, loss_cls: 1.3805, loss: 1.3805, grad_norm: 8.0163 2020-09-13 13:03:53,828 - mmaction - INFO - Epoch [28][1180/2640] lr: 1.000e-03, eta: 18:43:21, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.2393, loss: 1.2393, grad_norm: 7.4027 2020-09-13 13:04:13,938 - mmaction - INFO - Epoch [28][1200/2640] lr: 1.000e-03, eta: 18:42:57, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8773, loss_cls: 1.2688, loss: 1.2688, grad_norm: 7.4660 2020-09-13 13:04:31,136 - mmaction - INFO - Epoch [28][1220/2640] lr: 1.000e-03, eta: 18:42:30, time: 0.865, data_time: 0.009, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.3076, loss: 1.3076, grad_norm: 7.7540 2020-09-13 13:04:50,627 - mmaction - INFO - Epoch [28][1240/2640] lr: 1.000e-03, eta: 18:42:04, time: 0.974, data_time: 0.006, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8727, loss_cls: 1.3141, loss: 1.3141, grad_norm: 7.9093 2020-09-13 13:05:10,601 - mmaction - INFO - Epoch [28][1260/2640] lr: 1.000e-03, eta: 18:41:40, time: 0.998, data_time: 0.005, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8695, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.7743 2020-09-13 13:05:30,466 - mmaction - INFO - Epoch [28][1280/2640] lr: 1.000e-03, eta: 18:41:15, time: 0.993, data_time: 0.004, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.0342 2020-09-13 13:05:49,395 - mmaction - INFO - Epoch [28][1300/2640] lr: 1.000e-03, eta: 18:40:49, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8781, loss_cls: 1.2672, loss: 1.2672, grad_norm: 7.8363 2020-09-13 13:06:08,283 - mmaction - INFO - Epoch [28][1320/2640] lr: 1.000e-03, eta: 18:40:23, time: 0.951, data_time: 0.009, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4538, loss: 1.4538, grad_norm: 8.3510 2020-09-13 13:06:27,828 - mmaction - INFO - Epoch [28][1340/2640] lr: 1.000e-03, eta: 18:39:58, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8750, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.0469 2020-09-13 13:06:47,351 - mmaction - INFO - Epoch [28][1360/2640] lr: 1.000e-03, eta: 18:39:33, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8633, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.0747 2020-09-13 13:07:07,686 - mmaction - INFO - Epoch [28][1380/2640] lr: 1.000e-03, eta: 18:39:08, time: 1.015, data_time: 0.042, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4083, loss: 1.4083, grad_norm: 8.0731 2020-09-13 13:07:26,090 - mmaction - INFO - Epoch [28][1400/2640] lr: 1.000e-03, eta: 18:38:42, time: 0.924, data_time: 0.083, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.4139, loss: 1.4139, grad_norm: 8.0625 2020-09-13 13:07:48,373 - mmaction - INFO - Epoch [28][1420/2640] lr: 1.000e-03, eta: 18:38:19, time: 1.111, data_time: 0.006, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.8369 2020-09-13 13:08:07,502 - mmaction - INFO - Epoch [28][1440/2640] lr: 1.000e-03, eta: 18:37:54, time: 0.958, data_time: 0.006, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.7869 2020-09-13 13:08:27,457 - mmaction - INFO - Epoch [28][1460/2640] lr: 1.000e-03, eta: 18:37:29, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3226, loss: 1.3226, grad_norm: 7.7826 2020-09-13 13:08:46,104 - mmaction - INFO - Epoch [28][1480/2640] lr: 1.000e-03, eta: 18:37:03, time: 0.936, data_time: 0.024, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.9103 2020-09-13 13:09:06,040 - mmaction - INFO - Epoch [28][1500/2640] lr: 1.000e-03, eta: 18:36:38, time: 0.991, data_time: 0.025, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.8095 2020-09-13 13:09:25,779 - mmaction - INFO - Epoch [28][1520/2640] lr: 1.000e-03, eta: 18:36:13, time: 0.993, data_time: 0.031, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8586, loss_cls: 1.3467, loss: 1.3467, grad_norm: 7.8497 2020-09-13 13:09:45,363 - mmaction - INFO - Epoch [28][1540/2640] lr: 1.000e-03, eta: 18:35:48, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.7960 2020-09-13 13:10:04,761 - mmaction - INFO - Epoch [28][1560/2640] lr: 1.000e-03, eta: 18:35:23, time: 0.971, data_time: 0.004, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.6597 2020-09-13 13:10:26,106 - mmaction - INFO - Epoch [28][1580/2640] lr: 1.000e-03, eta: 18:34:59, time: 1.068, data_time: 0.003, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.5337 2020-09-13 13:10:45,621 - mmaction - INFO - Epoch [28][1600/2640] lr: 1.000e-03, eta: 18:34:34, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.9818 2020-09-13 13:11:05,144 - mmaction - INFO - Epoch [28][1620/2640] lr: 1.000e-03, eta: 18:34:09, time: 0.973, data_time: 0.006, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.9644 2020-09-13 13:11:22,034 - mmaction - INFO - Epoch [28][1640/2640] lr: 1.000e-03, eta: 18:33:42, time: 0.849, data_time: 0.041, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.6642 2020-09-13 13:11:42,659 - mmaction - INFO - Epoch [28][1660/2640] lr: 1.000e-03, eta: 18:33:18, time: 1.025, data_time: 0.109, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8766, loss_cls: 1.2546, loss: 1.2546, grad_norm: 7.5867 2020-09-13 13:12:01,452 - mmaction - INFO - Epoch [28][1680/2640] lr: 1.000e-03, eta: 18:32:52, time: 0.945, data_time: 0.033, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8852, loss_cls: 1.3026, loss: 1.3026, grad_norm: 7.9175 2020-09-13 13:12:20,999 - mmaction - INFO - Epoch [28][1700/2640] lr: 1.000e-03, eta: 18:32:27, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8727, loss_cls: 1.3544, loss: 1.3544, grad_norm: 8.0907 2020-09-13 13:12:39,612 - mmaction - INFO - Epoch [28][1720/2640] lr: 1.000e-03, eta: 18:32:01, time: 0.937, data_time: 0.020, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8750, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.9282 2020-09-13 13:12:58,973 - mmaction - INFO - Epoch [28][1740/2640] lr: 1.000e-03, eta: 18:31:36, time: 0.966, data_time: 0.005, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.2682, loss: 1.2682, grad_norm: 7.7233 2020-09-13 13:13:19,511 - mmaction - INFO - Epoch [28][1760/2640] lr: 1.000e-03, eta: 18:31:11, time: 1.028, data_time: 0.005, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.2980, loss: 1.2980, grad_norm: 7.7598 2020-09-13 13:13:39,518 - mmaction - INFO - Epoch [28][1780/2640] lr: 1.000e-03, eta: 18:30:47, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8711, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.8509 2020-09-13 13:13:58,664 - mmaction - INFO - Epoch [28][1800/2640] lr: 1.000e-03, eta: 18:30:21, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8695, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.0302 2020-09-13 13:14:17,418 - mmaction - INFO - Epoch [28][1820/2640] lr: 1.000e-03, eta: 18:29:56, time: 0.939, data_time: 0.016, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8688, loss_cls: 1.3981, loss: 1.3981, grad_norm: 8.0252 2020-09-13 13:14:37,097 - mmaction - INFO - Epoch [28][1840/2640] lr: 1.000e-03, eta: 18:29:31, time: 0.984, data_time: 0.002, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.3654, loss: 1.3654, grad_norm: 8.1481 2020-09-13 13:14:57,070 - mmaction - INFO - Epoch [28][1860/2640] lr: 1.000e-03, eta: 18:29:06, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.8507 2020-09-13 13:15:15,881 - mmaction - INFO - Epoch [28][1880/2640] lr: 1.000e-03, eta: 18:28:40, time: 0.945, data_time: 0.008, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8758, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.0466 2020-09-13 13:15:35,073 - mmaction - INFO - Epoch [28][1900/2640] lr: 1.000e-03, eta: 18:28:15, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8773, loss_cls: 1.3041, loss: 1.3041, grad_norm: 8.0381 2020-09-13 13:15:54,863 - mmaction - INFO - Epoch [28][1920/2640] lr: 1.000e-03, eta: 18:27:50, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.2992 2020-09-13 13:16:15,679 - mmaction - INFO - Epoch [28][1940/2640] lr: 1.000e-03, eta: 18:27:26, time: 1.035, data_time: 0.007, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.3934, loss: 1.3934, grad_norm: 7.7638 2020-09-13 13:16:33,971 - mmaction - INFO - Epoch [28][1960/2640] lr: 1.000e-03, eta: 18:27:00, time: 0.921, data_time: 0.009, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8734, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.6986 2020-09-13 13:16:53,189 - mmaction - INFO - Epoch [28][1980/2640] lr: 1.000e-03, eta: 18:26:35, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8750, loss_cls: 1.2778, loss: 1.2778, grad_norm: 7.8385 2020-09-13 13:17:11,911 - mmaction - INFO - Epoch [28][2000/2640] lr: 1.000e-03, eta: 18:26:09, time: 0.936, data_time: 0.224, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8898, loss_cls: 1.2868, loss: 1.2868, grad_norm: 7.8975 2020-09-13 13:17:31,719 - mmaction - INFO - Epoch [28][2020/2640] lr: 1.000e-03, eta: 18:25:44, time: 0.985, data_time: 0.147, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3555, loss: 1.3555, grad_norm: 8.0258 2020-09-13 13:17:50,840 - mmaction - INFO - Epoch [28][2040/2640] lr: 1.000e-03, eta: 18:25:19, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.3696, loss: 1.3696, grad_norm: 8.1420 2020-09-13 13:18:10,458 - mmaction - INFO - Epoch [28][2060/2640] lr: 1.000e-03, eta: 18:24:54, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8727, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.0334 2020-09-13 13:18:29,042 - mmaction - INFO - Epoch [28][2080/2640] lr: 1.000e-03, eta: 18:24:28, time: 0.934, data_time: 0.233, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.3505, loss: 1.3505, grad_norm: 7.9516 2020-09-13 13:18:49,123 - mmaction - INFO - Epoch [28][2100/2640] lr: 1.000e-03, eta: 18:24:03, time: 0.999, data_time: 0.099, memory: 7069, top1_acc: 0.6336, top5_acc: 0.8578, loss_cls: 1.4195, loss: 1.4195, grad_norm: 8.2263 2020-09-13 13:19:08,717 - mmaction - INFO - Epoch [28][2120/2640] lr: 1.000e-03, eta: 18:23:38, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.9447 2020-09-13 13:19:28,643 - mmaction - INFO - Epoch [28][2140/2640] lr: 1.000e-03, eta: 18:23:13, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.8158 2020-09-13 13:19:47,866 - mmaction - INFO - Epoch [28][2160/2640] lr: 1.000e-03, eta: 18:22:48, time: 0.961, data_time: 0.006, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8766, loss_cls: 1.3102, loss: 1.3102, grad_norm: 7.9384 2020-09-13 13:20:08,046 - mmaction - INFO - Epoch [28][2180/2640] lr: 1.000e-03, eta: 18:22:24, time: 1.009, data_time: 0.004, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.6679 2020-09-13 13:20:27,625 - mmaction - INFO - Epoch [28][2200/2640] lr: 1.000e-03, eta: 18:21:59, time: 0.980, data_time: 0.003, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2944, loss: 1.2944, grad_norm: 7.9225 2020-09-13 13:20:46,730 - mmaction - INFO - Epoch [28][2220/2640] lr: 1.000e-03, eta: 18:21:33, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8594, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.9997 2020-09-13 13:21:06,885 - mmaction - INFO - Epoch [28][2240/2640] lr: 1.000e-03, eta: 18:21:09, time: 1.013, data_time: 0.064, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.8644 2020-09-13 13:21:26,762 - mmaction - INFO - Epoch [28][2260/2640] lr: 1.000e-03, eta: 18:20:44, time: 0.991, data_time: 0.119, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.3708, loss: 1.3708, grad_norm: 7.8696 2020-09-13 13:21:46,778 - mmaction - INFO - Epoch [28][2280/2640] lr: 1.000e-03, eta: 18:20:19, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4177, loss: 1.4177, grad_norm: 8.1385 2020-09-13 13:22:04,621 - mmaction - INFO - Epoch [28][2300/2640] lr: 1.000e-03, eta: 18:19:53, time: 0.893, data_time: 0.008, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8875, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.0462 2020-09-13 13:22:25,800 - mmaction - INFO - Epoch [28][2320/2640] lr: 1.000e-03, eta: 18:19:29, time: 1.059, data_time: 0.002, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.0612 2020-09-13 13:22:44,404 - mmaction - INFO - Epoch [28][2340/2640] lr: 1.000e-03, eta: 18:19:03, time: 0.930, data_time: 0.003, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.3106, loss: 1.3106, grad_norm: 7.9995 2020-09-13 13:23:05,901 - mmaction - INFO - Epoch [28][2360/2640] lr: 1.000e-03, eta: 18:18:40, time: 1.075, data_time: 0.087, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.3743, loss: 1.3743, grad_norm: 8.2283 2020-09-13 13:23:24,951 - mmaction - INFO - Epoch [28][2380/2640] lr: 1.000e-03, eta: 18:18:15, time: 0.953, data_time: 0.003, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8742, loss_cls: 1.3349, loss: 1.3349, grad_norm: 7.8456 2020-09-13 13:23:44,812 - mmaction - INFO - Epoch [28][2400/2640] lr: 1.000e-03, eta: 18:17:50, time: 0.989, data_time: 0.005, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.7634 2020-09-13 13:24:03,878 - mmaction - INFO - Epoch [28][2420/2640] lr: 1.000e-03, eta: 18:17:24, time: 0.956, data_time: 0.008, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.7619 2020-09-13 13:24:25,253 - mmaction - INFO - Epoch [28][2440/2640] lr: 1.000e-03, eta: 18:17:01, time: 1.069, data_time: 0.011, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.3686, loss: 1.3686, grad_norm: 7.8680 2020-09-13 13:24:42,292 - mmaction - INFO - Epoch [28][2460/2640] lr: 1.000e-03, eta: 18:16:34, time: 0.852, data_time: 0.004, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8828, loss_cls: 1.2877, loss: 1.2877, grad_norm: 7.9624 2020-09-13 13:25:02,738 - mmaction - INFO - Epoch [28][2480/2640] lr: 1.000e-03, eta: 18:16:10, time: 1.022, data_time: 0.101, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.8718 2020-09-13 13:25:22,047 - mmaction - INFO - Epoch [28][2500/2640] lr: 1.000e-03, eta: 18:15:45, time: 0.966, data_time: 0.061, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.3039, loss: 1.3039, grad_norm: 7.7957 2020-09-13 13:25:41,702 - mmaction - INFO - Epoch [28][2520/2640] lr: 1.000e-03, eta: 18:15:20, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8703, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.9327 2020-09-13 13:26:01,902 - mmaction - INFO - Epoch [28][2540/2640] lr: 1.000e-03, eta: 18:14:55, time: 1.010, data_time: 0.087, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8742, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.3288 2020-09-13 13:26:20,793 - mmaction - INFO - Epoch [28][2560/2640] lr: 1.000e-03, eta: 18:14:30, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.8184 2020-09-13 13:26:39,242 - mmaction - INFO - Epoch [28][2580/2640] lr: 1.000e-03, eta: 18:14:04, time: 0.926, data_time: 0.040, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3092, loss: 1.3092, grad_norm: 7.9022 2020-09-13 13:26:59,130 - mmaction - INFO - Epoch [28][2600/2640] lr: 1.000e-03, eta: 18:13:39, time: 0.989, data_time: 0.080, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.9550 2020-09-13 13:27:17,310 - mmaction - INFO - Epoch [28][2620/2640] lr: 1.000e-03, eta: 18:13:13, time: 0.913, data_time: 0.048, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8812, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.8061 2020-09-13 13:27:36,001 - mmaction - INFO - Epoch [28][2640/2640] lr: 1.000e-03, eta: 18:12:47, time: 0.934, data_time: 0.007, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8444, loss_cls: 1.4867, loss: 1.4867, grad_norm: 8.4908 2020-09-13 13:27:51,282 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-09-13 13:34:10,428 - mmaction - INFO - Epoch [29][20/2640] lr: 1.000e-03, eta: 18:17:03, time: 18.853, data_time: 17.888, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8789, loss_cls: 1.3157, loss: 1.3157, grad_norm: 7.8630 2020-09-13 13:34:31,286 - mmaction - INFO - Epoch [29][40/2640] lr: 1.000e-03, eta: 18:16:39, time: 1.048, data_time: 0.072, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8812, loss_cls: 1.2826, loss: 1.2826, grad_norm: 7.9247 2020-09-13 13:34:50,522 - mmaction - INFO - Epoch [29][60/2640] lr: 1.000e-03, eta: 18:16:14, time: 0.968, data_time: 0.009, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.8890 2020-09-13 13:35:10,315 - mmaction - INFO - Epoch [29][80/2640] lr: 1.000e-03, eta: 18:15:49, time: 0.986, data_time: 0.032, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2632, loss: 1.2632, grad_norm: 7.5651 2020-09-13 13:35:30,435 - mmaction - INFO - Epoch [29][100/2640] lr: 1.000e-03, eta: 18:15:24, time: 1.009, data_time: 0.187, memory: 7069, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.4002, loss: 1.4002, grad_norm: 8.2623 2020-09-13 13:35:49,322 - mmaction - INFO - Epoch [29][120/2640] lr: 1.000e-03, eta: 18:14:59, time: 0.943, data_time: 0.355, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.0494 2020-09-13 13:36:09,610 - mmaction - INFO - Epoch [29][140/2640] lr: 1.000e-03, eta: 18:14:34, time: 1.016, data_time: 0.433, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8680, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.0682 2020-09-13 13:36:29,476 - mmaction - INFO - Epoch [29][160/2640] lr: 1.000e-03, eta: 18:14:09, time: 0.989, data_time: 0.397, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8719, loss_cls: 1.3048, loss: 1.3048, grad_norm: 7.7954 2020-09-13 13:36:47,600 - mmaction - INFO - Epoch [29][180/2640] lr: 1.000e-03, eta: 18:13:43, time: 0.910, data_time: 0.105, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8711, loss_cls: 1.3350, loss: 1.3350, grad_norm: 7.9013 2020-09-13 13:37:07,483 - mmaction - INFO - Epoch [29][200/2640] lr: 1.000e-03, eta: 18:13:18, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8828, loss_cls: 1.2381, loss: 1.2381, grad_norm: 7.6223 2020-09-13 13:37:26,288 - mmaction - INFO - Epoch [29][220/2640] lr: 1.000e-03, eta: 18:12:53, time: 0.945, data_time: 0.009, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8758, loss_cls: 1.2885, loss: 1.2885, grad_norm: 8.1020 2020-09-13 13:37:46,081 - mmaction - INFO - Epoch [29][240/2640] lr: 1.000e-03, eta: 18:12:28, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8883, loss_cls: 1.2291, loss: 1.2291, grad_norm: 7.8143 2020-09-13 13:38:05,545 - mmaction - INFO - Epoch [29][260/2640] lr: 1.000e-03, eta: 18:12:02, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8805, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.3687 2020-09-13 13:38:25,726 - mmaction - INFO - Epoch [29][280/2640] lr: 1.000e-03, eta: 18:11:38, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.0717 2020-09-13 13:38:44,187 - mmaction - INFO - Epoch [29][300/2640] lr: 1.000e-03, eta: 18:11:12, time: 0.923, data_time: 0.003, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8711, loss_cls: 1.2909, loss: 1.2909, grad_norm: 8.1559 2020-09-13 13:39:03,795 - mmaction - INFO - Epoch [29][320/2640] lr: 1.000e-03, eta: 18:10:47, time: 0.977, data_time: 0.005, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2731, loss: 1.2731, grad_norm: 7.7820 2020-09-13 13:39:22,797 - mmaction - INFO - Epoch [29][340/2640] lr: 1.000e-03, eta: 18:10:21, time: 0.954, data_time: 0.009, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3127, loss: 1.3127, grad_norm: 7.6402 2020-09-13 13:39:43,083 - mmaction - INFO - Epoch [29][360/2640] lr: 1.000e-03, eta: 18:09:57, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.0301 2020-09-13 13:40:02,013 - mmaction - INFO - Epoch [29][380/2640] lr: 1.000e-03, eta: 18:09:31, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8773, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.0279 2020-09-13 13:40:21,375 - mmaction - INFO - Epoch [29][400/2640] lr: 1.000e-03, eta: 18:09:06, time: 0.974, data_time: 0.011, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.8490 2020-09-13 13:40:41,999 - mmaction - INFO - Epoch [29][420/2640] lr: 1.000e-03, eta: 18:08:42, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8727, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.9530 2020-09-13 13:41:00,071 - mmaction - INFO - Epoch [29][440/2640] lr: 1.000e-03, eta: 18:08:16, time: 0.910, data_time: 0.009, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.2950, loss: 1.2950, grad_norm: 7.8074 2020-09-13 13:41:20,578 - mmaction - INFO - Epoch [29][460/2640] lr: 1.000e-03, eta: 18:07:51, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8719, loss_cls: 1.3520, loss: 1.3520, grad_norm: 8.3497 2020-09-13 13:41:39,872 - mmaction - INFO - Epoch [29][480/2640] lr: 1.000e-03, eta: 18:07:26, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.8118 2020-09-13 13:41:59,236 - mmaction - INFO - Epoch [29][500/2640] lr: 1.000e-03, eta: 18:07:01, time: 0.961, data_time: 0.006, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2894, loss: 1.2894, grad_norm: 7.9754 2020-09-13 13:42:18,492 - mmaction - INFO - Epoch [29][520/2640] lr: 1.000e-03, eta: 18:06:36, time: 0.970, data_time: 0.010, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8836, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.0374 2020-09-13 13:42:38,212 - mmaction - INFO - Epoch [29][540/2640] lr: 1.000e-03, eta: 18:06:11, time: 0.980, data_time: 0.005, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8766, loss_cls: 1.3095, loss: 1.3095, grad_norm: 7.8081 2020-09-13 13:42:57,562 - mmaction - INFO - Epoch [29][560/2640] lr: 1.000e-03, eta: 18:05:45, time: 0.973, data_time: 0.008, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2744, loss: 1.2744, grad_norm: 7.8766 2020-09-13 13:43:16,585 - mmaction - INFO - Epoch [29][580/2640] lr: 1.000e-03, eta: 18:05:20, time: 0.949, data_time: 0.126, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8688, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.8794 2020-09-13 13:43:34,720 - mmaction - INFO - Epoch [29][600/2640] lr: 1.000e-03, eta: 18:04:54, time: 0.909, data_time: 0.245, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3111, loss: 1.3111, grad_norm: 8.1275 2020-09-13 13:43:55,842 - mmaction - INFO - Epoch [29][620/2640] lr: 1.000e-03, eta: 18:04:30, time: 1.055, data_time: 0.006, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8805, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.7391 2020-09-13 13:44:15,420 - mmaction - INFO - Epoch [29][640/2640] lr: 1.000e-03, eta: 18:04:05, time: 0.979, data_time: 0.004, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.3777 2020-09-13 13:44:34,287 - mmaction - INFO - Epoch [29][660/2640] lr: 1.000e-03, eta: 18:03:39, time: 0.944, data_time: 0.003, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8750, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.2601 2020-09-13 13:44:53,610 - mmaction - INFO - Epoch [29][680/2640] lr: 1.000e-03, eta: 18:03:14, time: 0.963, data_time: 0.010, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8812, loss_cls: 1.3023, loss: 1.3023, grad_norm: 8.1338 2020-09-13 13:45:13,066 - mmaction - INFO - Epoch [29][700/2640] lr: 1.000e-03, eta: 18:02:49, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8828, loss_cls: 1.2805, loss: 1.2805, grad_norm: 7.8501 2020-09-13 13:45:31,643 - mmaction - INFO - Epoch [29][720/2640] lr: 1.000e-03, eta: 18:02:23, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.6391, top5_acc: 0.8703, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.2254 2020-09-13 13:45:52,731 - mmaction - INFO - Epoch [29][740/2640] lr: 1.000e-03, eta: 18:02:00, time: 1.055, data_time: 0.004, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8664, loss_cls: 1.3895, loss: 1.3895, grad_norm: 8.4911 2020-09-13 13:46:11,922 - mmaction - INFO - Epoch [29][760/2640] lr: 1.000e-03, eta: 18:01:34, time: 0.953, data_time: 0.005, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8781, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.3761 2020-09-13 13:46:30,764 - mmaction - INFO - Epoch [29][780/2640] lr: 1.000e-03, eta: 18:01:09, time: 0.948, data_time: 0.009, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8641, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.1650 2020-09-13 13:46:50,934 - mmaction - INFO - Epoch [29][800/2640] lr: 1.000e-03, eta: 18:00:44, time: 1.005, data_time: 0.005, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8578, loss_cls: 1.4043, loss: 1.4043, grad_norm: 8.4939 2020-09-13 13:47:10,010 - mmaction - INFO - Epoch [29][820/2640] lr: 1.000e-03, eta: 18:00:19, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8828, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.1261 2020-09-13 13:47:30,033 - mmaction - INFO - Epoch [29][840/2640] lr: 1.000e-03, eta: 17:59:54, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8672, loss_cls: 1.3527, loss: 1.3527, grad_norm: 7.9884 2020-09-13 13:47:48,913 - mmaction - INFO - Epoch [29][860/2640] lr: 1.000e-03, eta: 17:59:29, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.1878 2020-09-13 13:48:09,163 - mmaction - INFO - Epoch [29][880/2640] lr: 1.000e-03, eta: 17:59:04, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.3886, loss: 1.3886, grad_norm: 8.2402 2020-09-13 13:48:27,625 - mmaction - INFO - Epoch [29][900/2640] lr: 1.000e-03, eta: 17:58:38, time: 0.928, data_time: 0.008, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8672, loss_cls: 1.3631, loss: 1.3631, grad_norm: 8.4304 2020-09-13 13:48:47,270 - mmaction - INFO - Epoch [29][920/2640] lr: 1.000e-03, eta: 17:58:13, time: 0.978, data_time: 0.289, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3374, loss: 1.3374, grad_norm: 8.0349 2020-09-13 13:49:07,132 - mmaction - INFO - Epoch [29][940/2640] lr: 1.000e-03, eta: 17:57:49, time: 0.997, data_time: 0.255, memory: 7069, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.3654, loss: 1.3654, grad_norm: 8.2686 2020-09-13 13:49:25,121 - mmaction - INFO - Epoch [29][960/2640] lr: 1.000e-03, eta: 17:57:22, time: 0.899, data_time: 0.207, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8734, loss_cls: 1.3261, loss: 1.3261, grad_norm: 8.2991 2020-09-13 13:49:46,232 - mmaction - INFO - Epoch [29][980/2640] lr: 1.000e-03, eta: 17:56:59, time: 1.055, data_time: 0.087, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4032, loss: 1.4032, grad_norm: 8.1879 2020-09-13 13:50:04,931 - mmaction - INFO - Epoch [29][1000/2640] lr: 1.000e-03, eta: 17:56:33, time: 0.936, data_time: 0.035, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3279, loss: 1.3279, grad_norm: 8.0372 2020-09-13 13:50:24,104 - mmaction - INFO - Epoch [29][1020/2640] lr: 1.000e-03, eta: 17:56:08, time: 0.958, data_time: 0.104, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8648, loss_cls: 1.3304, loss: 1.3304, grad_norm: 8.0884 2020-09-13 13:50:44,801 - mmaction - INFO - Epoch [29][1040/2640] lr: 1.000e-03, eta: 17:55:44, time: 1.030, data_time: 0.402, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8789, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.9546 2020-09-13 13:51:05,796 - mmaction - INFO - Epoch [29][1060/2640] lr: 1.000e-03, eta: 17:55:20, time: 1.054, data_time: 0.167, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2235, loss: 1.2235, grad_norm: 7.7982 2020-09-13 13:51:24,956 - mmaction - INFO - Epoch [29][1080/2640] lr: 1.000e-03, eta: 17:54:55, time: 0.957, data_time: 0.010, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.2638 2020-09-13 13:51:43,679 - mmaction - INFO - Epoch [29][1100/2640] lr: 1.000e-03, eta: 17:54:29, time: 0.937, data_time: 0.004, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.1380 2020-09-13 13:52:02,731 - mmaction - INFO - Epoch [29][1120/2640] lr: 1.000e-03, eta: 17:54:04, time: 0.949, data_time: 0.013, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8609, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.2433 2020-09-13 13:52:22,465 - mmaction - INFO - Epoch [29][1140/2640] lr: 1.000e-03, eta: 17:53:39, time: 0.990, data_time: 0.012, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.0794 2020-09-13 13:52:42,845 - mmaction - INFO - Epoch [29][1160/2640] lr: 1.000e-03, eta: 17:53:14, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.2321 2020-09-13 13:53:02,580 - mmaction - INFO - Epoch [29][1180/2640] lr: 1.000e-03, eta: 17:52:50, time: 0.987, data_time: 0.003, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.2641, loss: 1.2641, grad_norm: 7.8954 2020-09-13 13:53:22,943 - mmaction - INFO - Epoch [29][1200/2640] lr: 1.000e-03, eta: 17:52:25, time: 1.011, data_time: 0.005, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2533, loss: 1.2533, grad_norm: 8.0943 2020-09-13 13:53:41,922 - mmaction - INFO - Epoch [29][1220/2640] lr: 1.000e-03, eta: 17:52:00, time: 0.956, data_time: 0.010, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8750, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.0316 2020-09-13 13:54:01,399 - mmaction - INFO - Epoch [29][1240/2640] lr: 1.000e-03, eta: 17:51:35, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.2674 2020-09-13 13:54:21,118 - mmaction - INFO - Epoch [29][1260/2640] lr: 1.000e-03, eta: 17:51:10, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3806, loss: 1.3806, grad_norm: 8.2306 2020-09-13 13:54:39,941 - mmaction - INFO - Epoch [29][1280/2640] lr: 1.000e-03, eta: 17:50:45, time: 0.942, data_time: 0.003, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8742, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.9174 2020-09-13 13:55:00,213 - mmaction - INFO - Epoch [29][1300/2640] lr: 1.000e-03, eta: 17:50:20, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4115, loss: 1.4115, grad_norm: 8.3944 2020-09-13 13:55:20,160 - mmaction - INFO - Epoch [29][1320/2640] lr: 1.000e-03, eta: 17:49:55, time: 0.990, data_time: 0.006, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8742, loss_cls: 1.3436, loss: 1.3436, grad_norm: 8.2458 2020-09-13 13:55:39,201 - mmaction - INFO - Epoch [29][1340/2640] lr: 1.000e-03, eta: 17:49:30, time: 0.959, data_time: 0.052, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.1370 2020-09-13 13:55:58,433 - mmaction - INFO - Epoch [29][1360/2640] lr: 1.000e-03, eta: 17:49:05, time: 0.954, data_time: 0.149, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8586, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.1478 2020-09-13 13:56:18,113 - mmaction - INFO - Epoch [29][1380/2640] lr: 1.000e-03, eta: 17:48:40, time: 0.992, data_time: 0.223, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8781, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.1578 2020-09-13 13:56:37,506 - mmaction - INFO - Epoch [29][1400/2640] lr: 1.000e-03, eta: 17:48:15, time: 0.966, data_time: 0.024, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.1352 2020-09-13 13:56:56,747 - mmaction - INFO - Epoch [29][1420/2640] lr: 1.000e-03, eta: 17:47:50, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8617, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.3259 2020-09-13 13:57:16,177 - mmaction - INFO - Epoch [29][1440/2640] lr: 1.000e-03, eta: 17:47:25, time: 0.969, data_time: 0.048, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.0767 2020-09-13 13:57:36,578 - mmaction - INFO - Epoch [29][1460/2640] lr: 1.000e-03, eta: 17:47:01, time: 1.023, data_time: 0.208, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8680, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.0284 2020-09-13 13:57:57,278 - mmaction - INFO - Epoch [29][1480/2640] lr: 1.000e-03, eta: 17:46:37, time: 1.035, data_time: 0.413, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8664, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.1689 2020-09-13 13:58:15,389 - mmaction - INFO - Epoch [29][1500/2640] lr: 1.000e-03, eta: 17:46:11, time: 0.905, data_time: 0.319, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8766, loss_cls: 1.3105, loss: 1.3105, grad_norm: 8.0337 2020-09-13 13:58:35,699 - mmaction - INFO - Epoch [29][1520/2640] lr: 1.000e-03, eta: 17:45:46, time: 1.011, data_time: 0.308, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.2415 2020-09-13 13:58:55,418 - mmaction - INFO - Epoch [29][1540/2640] lr: 1.000e-03, eta: 17:45:22, time: 0.992, data_time: 0.253, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.2611 2020-09-13 13:59:14,975 - mmaction - INFO - Epoch [29][1560/2640] lr: 1.000e-03, eta: 17:44:57, time: 0.974, data_time: 0.006, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.2049 2020-09-13 13:59:34,958 - mmaction - INFO - Epoch [29][1580/2640] lr: 1.000e-03, eta: 17:44:32, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.3548, loss: 1.3548, grad_norm: 8.1403 2020-09-13 13:59:55,050 - mmaction - INFO - Epoch [29][1600/2640] lr: 1.000e-03, eta: 17:44:08, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3169, loss: 1.3169, grad_norm: 8.0723 2020-09-13 14:00:13,538 - mmaction - INFO - Epoch [29][1620/2640] lr: 1.000e-03, eta: 17:43:42, time: 0.919, data_time: 0.009, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2410, loss: 1.2410, grad_norm: 7.9599 2020-09-13 14:00:37,660 - mmaction - INFO - Epoch [29][1640/2640] lr: 1.000e-03, eta: 17:43:20, time: 1.200, data_time: 0.023, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.2639 2020-09-13 14:00:54,103 - mmaction - INFO - Epoch [29][1660/2640] lr: 1.000e-03, eta: 17:42:53, time: 0.839, data_time: 0.022, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4178, loss: 1.4178, grad_norm: 8.2321 2020-09-13 14:01:14,941 - mmaction - INFO - Epoch [29][1680/2640] lr: 1.000e-03, eta: 17:42:29, time: 1.037, data_time: 0.005, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8805, loss_cls: 1.2525, loss: 1.2525, grad_norm: 7.8974 2020-09-13 14:01:34,478 - mmaction - INFO - Epoch [29][1700/2640] lr: 1.000e-03, eta: 17:42:04, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.2840 2020-09-13 14:01:52,826 - mmaction - INFO - Epoch [29][1720/2640] lr: 1.000e-03, eta: 17:41:39, time: 0.915, data_time: 0.006, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8883, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.2518 2020-09-13 14:02:12,459 - mmaction - INFO - Epoch [29][1740/2640] lr: 1.000e-03, eta: 17:41:14, time: 0.982, data_time: 0.070, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8844, loss_cls: 1.2443, loss: 1.2443, grad_norm: 8.2875 2020-09-13 14:02:31,959 - mmaction - INFO - Epoch [29][1760/2640] lr: 1.000e-03, eta: 17:40:49, time: 0.975, data_time: 0.017, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8750, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.3522 2020-09-13 14:02:52,001 - mmaction - INFO - Epoch [29][1780/2640] lr: 1.000e-03, eta: 17:40:24, time: 1.004, data_time: 0.004, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.2054 2020-09-13 14:03:11,450 - mmaction - INFO - Epoch [29][1800/2640] lr: 1.000e-03, eta: 17:39:59, time: 0.969, data_time: 0.182, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8688, loss_cls: 1.3576, loss: 1.3576, grad_norm: 8.2768 2020-09-13 14:03:31,675 - mmaction - INFO - Epoch [29][1820/2640] lr: 1.000e-03, eta: 17:39:35, time: 1.015, data_time: 0.405, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.3358 2020-09-13 14:03:51,453 - mmaction - INFO - Epoch [29][1840/2640] lr: 1.000e-03, eta: 17:39:10, time: 0.988, data_time: 0.391, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8664, loss_cls: 1.3603, loss: 1.3603, grad_norm: 8.4012 2020-09-13 14:04:11,566 - mmaction - INFO - Epoch [29][1860/2640] lr: 1.000e-03, eta: 17:38:46, time: 1.007, data_time: 0.237, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8617, loss_cls: 1.3842, loss: 1.3842, grad_norm: 8.4253 2020-09-13 14:04:31,625 - mmaction - INFO - Epoch [29][1880/2640] lr: 1.000e-03, eta: 17:38:21, time: 0.998, data_time: 0.405, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8836, loss_cls: 1.2285, loss: 1.2285, grad_norm: 7.9513 2020-09-13 14:04:50,837 - mmaction - INFO - Epoch [29][1900/2640] lr: 1.000e-03, eta: 17:37:56, time: 0.965, data_time: 0.377, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8656, loss_cls: 1.3699, loss: 1.3699, grad_norm: 8.5379 2020-09-13 14:05:11,047 - mmaction - INFO - Epoch [29][1920/2640] lr: 1.000e-03, eta: 17:37:32, time: 1.010, data_time: 0.404, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.1097 2020-09-13 14:05:29,690 - mmaction - INFO - Epoch [29][1940/2640] lr: 1.000e-03, eta: 17:37:06, time: 0.933, data_time: 0.343, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8727, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.4605 2020-09-13 14:05:50,621 - mmaction - INFO - Epoch [29][1960/2640] lr: 1.000e-03, eta: 17:36:43, time: 1.047, data_time: 0.462, memory: 7069, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4368, loss: 1.4368, grad_norm: 8.3994 2020-09-13 14:06:08,770 - mmaction - INFO - Epoch [29][1980/2640] lr: 1.000e-03, eta: 17:36:17, time: 0.903, data_time: 0.309, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.0191 2020-09-13 14:06:28,451 - mmaction - INFO - Epoch [29][2000/2640] lr: 1.000e-03, eta: 17:35:52, time: 0.987, data_time: 0.258, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.2022 2020-09-13 14:06:48,529 - mmaction - INFO - Epoch [29][2020/2640] lr: 1.000e-03, eta: 17:35:27, time: 0.998, data_time: 0.010, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8766, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.3224 2020-09-13 14:07:07,735 - mmaction - INFO - Epoch [29][2040/2640] lr: 1.000e-03, eta: 17:35:02, time: 0.966, data_time: 0.009, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4298, loss: 1.4298, grad_norm: 8.7260 2020-09-13 14:07:27,503 - mmaction - INFO - Epoch [29][2060/2640] lr: 1.000e-03, eta: 17:34:38, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.3335 2020-09-13 14:07:46,752 - mmaction - INFO - Epoch [29][2080/2640] lr: 1.000e-03, eta: 17:34:13, time: 0.968, data_time: 0.009, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8789, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.3470 2020-09-13 14:08:06,134 - mmaction - INFO - Epoch [29][2100/2640] lr: 1.000e-03, eta: 17:33:48, time: 0.966, data_time: 0.026, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4243, loss: 1.4243, grad_norm: 8.7330 2020-09-13 14:08:26,011 - mmaction - INFO - Epoch [29][2120/2640] lr: 1.000e-03, eta: 17:33:23, time: 0.998, data_time: 0.022, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.2502 2020-09-13 14:08:46,141 - mmaction - INFO - Epoch [29][2140/2640] lr: 1.000e-03, eta: 17:32:59, time: 1.005, data_time: 0.153, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8695, loss_cls: 1.3439, loss: 1.3439, grad_norm: 8.2824 2020-09-13 14:09:04,808 - mmaction - INFO - Epoch [29][2160/2640] lr: 1.000e-03, eta: 17:32:33, time: 0.934, data_time: 0.079, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.2766, loss: 1.2766, grad_norm: 8.0523 2020-09-13 14:09:23,808 - mmaction - INFO - Epoch [29][2180/2640] lr: 1.000e-03, eta: 17:32:08, time: 0.947, data_time: 0.013, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8742, loss_cls: 1.3145, loss: 1.3145, grad_norm: 8.2636 2020-09-13 14:09:43,149 - mmaction - INFO - Epoch [29][2200/2640] lr: 1.000e-03, eta: 17:31:43, time: 0.970, data_time: 0.307, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.1351 2020-09-13 14:10:02,682 - mmaction - INFO - Epoch [29][2220/2640] lr: 1.000e-03, eta: 17:31:18, time: 0.975, data_time: 0.149, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8805, loss_cls: 1.3010, loss: 1.3010, grad_norm: 8.4814 2020-09-13 14:10:22,660 - mmaction - INFO - Epoch [29][2240/2640] lr: 1.000e-03, eta: 17:30:54, time: 1.000, data_time: 0.195, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.3357 2020-09-13 14:10:41,216 - mmaction - INFO - Epoch [29][2260/2640] lr: 1.000e-03, eta: 17:30:28, time: 0.929, data_time: 0.174, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3632, loss: 1.3632, grad_norm: 8.2057 2020-09-13 14:11:01,917 - mmaction - INFO - Epoch [29][2280/2640] lr: 1.000e-03, eta: 17:30:04, time: 1.029, data_time: 0.067, memory: 7069, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.4748, loss: 1.4748, grad_norm: 8.4972 2020-09-13 14:11:20,865 - mmaction - INFO - Epoch [29][2300/2640] lr: 1.000e-03, eta: 17:29:39, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2274, loss: 1.2274, grad_norm: 7.7611 2020-09-13 14:11:41,374 - mmaction - INFO - Epoch [29][2320/2640] lr: 1.000e-03, eta: 17:29:15, time: 1.022, data_time: 0.012, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.3490 2020-09-13 14:11:58,880 - mmaction - INFO - Epoch [29][2340/2640] lr: 1.000e-03, eta: 17:28:49, time: 0.880, data_time: 0.073, memory: 7069, top1_acc: 0.6297, top5_acc: 0.8477, loss_cls: 1.4425, loss: 1.4425, grad_norm: 8.2936 2020-09-13 14:12:19,277 - mmaction - INFO - Epoch [29][2360/2640] lr: 1.000e-03, eta: 17:28:24, time: 1.015, data_time: 0.295, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.3936 2020-09-13 14:12:38,703 - mmaction - INFO - Epoch [29][2380/2640] lr: 1.000e-03, eta: 17:28:00, time: 0.976, data_time: 0.366, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.2373 2020-09-13 14:12:58,802 - mmaction - INFO - Epoch [29][2400/2640] lr: 1.000e-03, eta: 17:27:35, time: 1.005, data_time: 0.160, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8828, loss_cls: 1.2436, loss: 1.2436, grad_norm: 8.0676 2020-09-13 14:13:17,914 - mmaction - INFO - Epoch [29][2420/2640] lr: 1.000e-03, eta: 17:27:10, time: 0.956, data_time: 0.147, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.4285 2020-09-13 14:13:37,232 - mmaction - INFO - Epoch [29][2440/2640] lr: 1.000e-03, eta: 17:26:45, time: 0.961, data_time: 0.364, memory: 7069, top1_acc: 0.6305, top5_acc: 0.8625, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.6907 2020-09-13 14:13:57,316 - mmaction - INFO - Epoch [29][2460/2640] lr: 1.000e-03, eta: 17:26:21, time: 1.009, data_time: 0.410, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.1922 2020-09-13 14:14:17,920 - mmaction - INFO - Epoch [29][2480/2640] lr: 1.000e-03, eta: 17:25:57, time: 1.030, data_time: 0.435, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8570, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.3885 2020-09-13 14:14:35,367 - mmaction - INFO - Epoch [29][2500/2640] lr: 1.000e-03, eta: 17:25:31, time: 0.872, data_time: 0.276, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8797, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.0863 2020-09-13 14:14:55,498 - mmaction - INFO - Epoch [29][2520/2640] lr: 1.000e-03, eta: 17:25:06, time: 1.006, data_time: 0.258, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.2441 2020-09-13 14:15:15,190 - mmaction - INFO - Epoch [29][2540/2640] lr: 1.000e-03, eta: 17:24:41, time: 0.985, data_time: 0.352, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8766, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.3849 2020-09-13 14:15:34,330 - mmaction - INFO - Epoch [29][2560/2640] lr: 1.000e-03, eta: 17:24:16, time: 0.955, data_time: 0.331, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8648, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.3159 2020-09-13 14:15:54,092 - mmaction - INFO - Epoch [29][2580/2640] lr: 1.000e-03, eta: 17:23:52, time: 0.989, data_time: 0.302, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.1078 2020-09-13 14:16:14,816 - mmaction - INFO - Epoch [29][2600/2640] lr: 1.000e-03, eta: 17:23:28, time: 1.031, data_time: 0.424, memory: 7069, top1_acc: 0.6328, top5_acc: 0.8781, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.2757 2020-09-13 14:16:33,365 - mmaction - INFO - Epoch [29][2620/2640] lr: 1.000e-03, eta: 17:23:02, time: 0.932, data_time: 0.015, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8789, loss_cls: 1.2795, loss: 1.2795, grad_norm: 8.2213 2020-09-13 14:16:50,894 - mmaction - INFO - Epoch [29][2640/2640] lr: 1.000e-03, eta: 17:22:36, time: 0.875, data_time: 0.092, memory: 7069, top1_acc: 0.6548, top5_acc: 0.8653, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.4125 2020-09-13 14:17:07,081 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-09-13 14:23:31,669 - mmaction - INFO - Epoch [30][20/2640] lr: 1.000e-03, eta: 17:26:35, time: 19.158, data_time: 18.234, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8797, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.4840 2020-09-13 14:23:52,736 - mmaction - INFO - Epoch [30][40/2640] lr: 1.000e-03, eta: 17:26:11, time: 1.063, data_time: 0.209, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.0307 2020-09-13 14:24:11,427 - mmaction - INFO - Epoch [30][60/2640] lr: 1.000e-03, eta: 17:25:45, time: 0.935, data_time: 0.003, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8812, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.4718 2020-09-13 14:24:33,055 - mmaction - INFO - Epoch [30][80/2640] lr: 1.000e-03, eta: 17:25:22, time: 1.076, data_time: 0.288, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8703, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.0983 2020-09-13 14:24:51,027 - mmaction - INFO - Epoch [30][100/2640] lr: 1.000e-03, eta: 17:24:56, time: 0.906, data_time: 0.336, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8828, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.0796 2020-09-13 14:25:09,443 - mmaction - INFO - Epoch [30][120/2640] lr: 1.000e-03, eta: 17:24:30, time: 0.915, data_time: 0.126, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.0733 2020-09-13 14:25:29,384 - mmaction - INFO - Epoch [30][140/2640] lr: 1.000e-03, eta: 17:24:06, time: 1.002, data_time: 0.021, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8805, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.2465 2020-09-13 14:25:48,226 - mmaction - INFO - Epoch [30][160/2640] lr: 1.000e-03, eta: 17:23:40, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8992, loss_cls: 1.1952, loss: 1.1952, grad_norm: 8.0030 2020-09-13 14:26:09,240 - mmaction - INFO - Epoch [30][180/2640] lr: 1.000e-03, eta: 17:23:16, time: 1.054, data_time: 0.009, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4136, loss: 1.4136, grad_norm: 8.5770 2020-09-13 14:26:27,838 - mmaction - INFO - Epoch [30][200/2640] lr: 1.000e-03, eta: 17:22:51, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8641, loss_cls: 1.3666, loss: 1.3666, grad_norm: 8.5984 2020-09-13 14:26:47,325 - mmaction - INFO - Epoch [30][220/2640] lr: 1.000e-03, eta: 17:22:26, time: 0.974, data_time: 0.004, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.4240 2020-09-13 14:27:08,391 - mmaction - INFO - Epoch [30][240/2640] lr: 1.000e-03, eta: 17:22:02, time: 1.054, data_time: 0.007, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4054, loss: 1.4054, grad_norm: 8.3464 2020-09-13 14:27:28,627 - mmaction - INFO - Epoch [30][260/2640] lr: 1.000e-03, eta: 17:21:38, time: 1.013, data_time: 0.003, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.2756 2020-09-13 14:27:47,726 - mmaction - INFO - Epoch [30][280/2640] lr: 1.000e-03, eta: 17:21:12, time: 0.952, data_time: 0.006, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8695, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.0903 2020-09-13 14:28:05,788 - mmaction - INFO - Epoch [30][300/2640] lr: 1.000e-03, eta: 17:20:47, time: 0.906, data_time: 0.008, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8719, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.1456 2020-09-13 14:28:26,338 - mmaction - INFO - Epoch [30][320/2640] lr: 1.000e-03, eta: 17:20:22, time: 1.022, data_time: 0.161, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.2843, loss: 1.2843, grad_norm: 8.1095 2020-09-13 14:28:44,564 - mmaction - INFO - Epoch [30][340/2640] lr: 1.000e-03, eta: 17:19:57, time: 0.915, data_time: 0.054, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.3434 2020-09-13 14:29:03,846 - mmaction - INFO - Epoch [30][360/2640] lr: 1.000e-03, eta: 17:19:31, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8773, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.4323 2020-09-13 14:29:22,769 - mmaction - INFO - Epoch [30][380/2640] lr: 1.000e-03, eta: 17:19:06, time: 0.950, data_time: 0.031, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8836, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.2759 2020-09-13 14:29:42,487 - mmaction - INFO - Epoch [30][400/2640] lr: 1.000e-03, eta: 17:18:41, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.5751 2020-09-13 14:30:03,295 - mmaction - INFO - Epoch [30][420/2640] lr: 1.000e-03, eta: 17:18:17, time: 1.045, data_time: 0.008, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8844, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.2781 2020-09-13 14:30:21,682 - mmaction - INFO - Epoch [30][440/2640] lr: 1.000e-03, eta: 17:17:52, time: 0.919, data_time: 0.002, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8883, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.4584 2020-09-13 14:30:41,005 - mmaction - INFO - Epoch [30][460/2640] lr: 1.000e-03, eta: 17:17:27, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8625, loss_cls: 1.3135, loss: 1.3135, grad_norm: 8.1647 2020-09-13 14:31:01,986 - mmaction - INFO - Epoch [30][480/2640] lr: 1.000e-03, eta: 17:17:03, time: 1.052, data_time: 0.007, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8711, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.2936 2020-09-13 14:31:20,005 - mmaction - INFO - Epoch [30][500/2640] lr: 1.000e-03, eta: 17:16:37, time: 0.900, data_time: 0.027, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.2307 2020-09-13 14:31:38,114 - mmaction - INFO - Epoch [30][520/2640] lr: 1.000e-03, eta: 17:16:11, time: 0.906, data_time: 0.282, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.2876, loss: 1.2876, grad_norm: 8.2457 2020-09-13 14:31:59,192 - mmaction - INFO - Epoch [30][540/2640] lr: 1.000e-03, eta: 17:15:47, time: 1.049, data_time: 0.110, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.5373 2020-09-13 14:32:17,840 - mmaction - INFO - Epoch [30][560/2640] lr: 1.000e-03, eta: 17:15:22, time: 0.937, data_time: 0.031, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8844, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.4079 2020-09-13 14:32:37,581 - mmaction - INFO - Epoch [30][580/2640] lr: 1.000e-03, eta: 17:14:57, time: 0.987, data_time: 0.018, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8711, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.6355 2020-09-13 14:32:58,389 - mmaction - INFO - Epoch [30][600/2640] lr: 1.000e-03, eta: 17:14:33, time: 1.035, data_time: 0.007, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8750, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.2795 2020-09-13 14:33:17,072 - mmaction - INFO - Epoch [30][620/2640] lr: 1.000e-03, eta: 17:14:08, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.3009, loss: 1.3009, grad_norm: 8.2935 2020-09-13 14:33:35,613 - mmaction - INFO - Epoch [30][640/2640] lr: 1.000e-03, eta: 17:13:42, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8797, loss_cls: 1.2416, loss: 1.2416, grad_norm: 8.1721 2020-09-13 14:33:56,151 - mmaction - INFO - Epoch [30][660/2640] lr: 1.000e-03, eta: 17:13:18, time: 1.033, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.2264 2020-09-13 14:34:15,400 - mmaction - INFO - Epoch [30][680/2640] lr: 1.000e-03, eta: 17:12:53, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.7389 2020-09-13 14:34:34,730 - mmaction - INFO - Epoch [30][700/2640] lr: 1.000e-03, eta: 17:12:28, time: 0.967, data_time: 0.027, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.2360, loss: 1.2360, grad_norm: 8.2024 2020-09-13 14:34:54,363 - mmaction - INFO - Epoch [30][720/2640] lr: 1.000e-03, eta: 17:12:03, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8836, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.7898 2020-09-13 14:35:13,917 - mmaction - INFO - Epoch [30][740/2640] lr: 1.000e-03, eta: 17:11:39, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8633, loss_cls: 1.3495, loss: 1.3495, grad_norm: 8.5951 2020-09-13 14:35:33,209 - mmaction - INFO - Epoch [30][760/2640] lr: 1.000e-03, eta: 17:11:14, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8758, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.4514 2020-09-13 14:35:52,739 - mmaction - INFO - Epoch [30][780/2640] lr: 1.000e-03, eta: 17:10:49, time: 0.978, data_time: 0.004, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8805, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.2552 2020-09-13 14:36:13,176 - mmaction - INFO - Epoch [30][800/2640] lr: 1.000e-03, eta: 17:10:25, time: 1.021, data_time: 0.006, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8672, loss_cls: 1.3712, loss: 1.3712, grad_norm: 8.4636 2020-09-13 14:36:33,706 - mmaction - INFO - Epoch [30][820/2640] lr: 1.000e-03, eta: 17:10:00, time: 1.028, data_time: 0.246, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.2762 2020-09-13 14:36:53,186 - mmaction - INFO - Epoch [30][840/2640] lr: 1.000e-03, eta: 17:09:36, time: 0.970, data_time: 0.065, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.2769, loss: 1.2769, grad_norm: 8.2581 2020-09-13 14:37:12,179 - mmaction - INFO - Epoch [30][860/2640] lr: 1.000e-03, eta: 17:09:10, time: 0.950, data_time: 0.026, memory: 7069, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.3785, loss: 1.3785, grad_norm: 8.6068 2020-09-13 14:37:32,474 - mmaction - INFO - Epoch [30][880/2640] lr: 1.000e-03, eta: 17:08:46, time: 1.014, data_time: 0.334, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.4330 2020-09-13 14:37:51,621 - mmaction - INFO - Epoch [30][900/2640] lr: 1.000e-03, eta: 17:08:21, time: 0.960, data_time: 0.363, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8836, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.2262 2020-09-13 14:38:09,894 - mmaction - INFO - Epoch [30][920/2640] lr: 1.000e-03, eta: 17:07:55, time: 0.909, data_time: 0.302, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2731, loss: 1.2731, grad_norm: 8.1868 2020-09-13 14:38:29,062 - mmaction - INFO - Epoch [30][940/2640] lr: 1.000e-03, eta: 17:07:30, time: 0.963, data_time: 0.197, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.3866 2020-09-13 14:38:49,562 - mmaction - INFO - Epoch [30][960/2640] lr: 1.000e-03, eta: 17:07:06, time: 1.025, data_time: 0.015, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8828, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.1609 2020-09-13 14:39:08,969 - mmaction - INFO - Epoch [30][980/2640] lr: 1.000e-03, eta: 17:06:41, time: 0.970, data_time: 0.002, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.4590 2020-09-13 14:39:28,158 - mmaction - INFO - Epoch [30][1000/2640] lr: 1.000e-03, eta: 17:06:16, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.3111, loss: 1.3111, grad_norm: 8.3897 2020-09-13 14:39:47,406 - mmaction - INFO - Epoch [30][1020/2640] lr: 1.000e-03, eta: 17:05:51, time: 0.963, data_time: 0.004, memory: 7069, top1_acc: 0.6320, top5_acc: 0.8680, loss_cls: 1.4068, loss: 1.4068, grad_norm: 8.7293 2020-09-13 14:40:07,971 - mmaction - INFO - Epoch [30][1040/2640] lr: 1.000e-03, eta: 17:05:27, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.9853 2020-09-13 14:40:27,282 - mmaction - INFO - Epoch [30][1060/2640] lr: 1.000e-03, eta: 17:05:02, time: 0.967, data_time: 0.003, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2384, loss: 1.2384, grad_norm: 8.3163 2020-09-13 14:40:45,447 - mmaction - INFO - Epoch [30][1080/2640] lr: 1.000e-03, eta: 17:04:36, time: 0.903, data_time: 0.006, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8680, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.4997 2020-09-13 14:41:06,532 - mmaction - INFO - Epoch [30][1100/2640] lr: 1.000e-03, eta: 17:04:13, time: 1.059, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8852, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.1226 2020-09-13 14:41:25,818 - mmaction - INFO - Epoch [30][1120/2640] lr: 1.000e-03, eta: 17:03:48, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.1637 2020-09-13 14:41:46,694 - mmaction - INFO - Epoch [30][1140/2640] lr: 1.000e-03, eta: 17:03:24, time: 1.044, data_time: 0.003, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8828, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.3972 2020-09-13 14:42:05,403 - mmaction - INFO - Epoch [30][1160/2640] lr: 1.000e-03, eta: 17:02:59, time: 0.936, data_time: 0.006, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.4279 2020-09-13 14:42:24,235 - mmaction - INFO - Epoch [30][1180/2640] lr: 1.000e-03, eta: 17:02:33, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8680, loss_cls: 1.3308, loss: 1.3308, grad_norm: 8.5411 2020-09-13 14:42:45,562 - mmaction - INFO - Epoch [30][1200/2640] lr: 1.000e-03, eta: 17:02:10, time: 1.067, data_time: 0.012, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.3627 2020-09-13 14:43:03,580 - mmaction - INFO - Epoch [30][1220/2640] lr: 1.000e-03, eta: 17:01:44, time: 0.901, data_time: 0.003, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8703, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.3539 2020-09-13 14:43:22,611 - mmaction - INFO - Epoch [30][1240/2640] lr: 1.000e-03, eta: 17:01:19, time: 0.946, data_time: 0.005, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.3923 2020-09-13 14:43:42,636 - mmaction - INFO - Epoch [30][1260/2640] lr: 1.000e-03, eta: 17:00:55, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8867, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.3564 2020-09-13 14:44:03,789 - mmaction - INFO - Epoch [30][1280/2640] lr: 1.000e-03, eta: 17:00:31, time: 1.057, data_time: 0.005, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8789, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.3399 2020-09-13 14:44:22,603 - mmaction - INFO - Epoch [30][1300/2640] lr: 1.000e-03, eta: 17:00:06, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.5919 2020-09-13 14:44:42,817 - mmaction - INFO - Epoch [30][1320/2640] lr: 1.000e-03, eta: 16:59:41, time: 1.011, data_time: 0.002, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8680, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.2999 2020-09-13 14:45:02,164 - mmaction - INFO - Epoch [30][1340/2640] lr: 1.000e-03, eta: 16:59:17, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8820, loss_cls: 1.2922, loss: 1.2922, grad_norm: 8.2547 2020-09-13 14:45:21,088 - mmaction - INFO - Epoch [30][1360/2640] lr: 1.000e-03, eta: 16:58:51, time: 0.947, data_time: 0.004, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.1642 2020-09-13 14:45:40,430 - mmaction - INFO - Epoch [30][1380/2640] lr: 1.000e-03, eta: 16:58:26, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.3855 2020-09-13 14:46:00,882 - mmaction - INFO - Epoch [30][1400/2640] lr: 1.000e-03, eta: 16:58:02, time: 1.027, data_time: 0.011, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.2987, loss: 1.2987, grad_norm: 8.2992 2020-09-13 14:46:20,344 - mmaction - INFO - Epoch [30][1420/2640] lr: 1.000e-03, eta: 16:57:38, time: 0.973, data_time: 0.003, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8734, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.4125 2020-09-13 14:46:39,143 - mmaction - INFO - Epoch [30][1440/2640] lr: 1.000e-03, eta: 16:57:12, time: 0.941, data_time: 0.007, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8734, loss_cls: 1.2979, loss: 1.2979, grad_norm: 8.3807 2020-09-13 14:46:59,444 - mmaction - INFO - Epoch [30][1460/2640] lr: 1.000e-03, eta: 16:56:48, time: 1.012, data_time: 0.005, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8703, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.6758 2020-09-13 14:47:18,100 - mmaction - INFO - Epoch [30][1480/2640] lr: 1.000e-03, eta: 16:56:23, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2643, loss: 1.2643, grad_norm: 8.3258 2020-09-13 14:47:37,863 - mmaction - INFO - Epoch [30][1500/2640] lr: 1.000e-03, eta: 16:55:58, time: 0.989, data_time: 0.003, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8719, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.5729 2020-09-13 14:47:57,272 - mmaction - INFO - Epoch [30][1520/2640] lr: 1.000e-03, eta: 16:55:34, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8688, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.4949 2020-09-13 14:48:15,973 - mmaction - INFO - Epoch [30][1540/2640] lr: 1.000e-03, eta: 16:55:08, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.6273, top5_acc: 0.8578, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.9090 2020-09-13 14:48:35,524 - mmaction - INFO - Epoch [30][1560/2640] lr: 1.000e-03, eta: 16:54:44, time: 0.978, data_time: 0.004, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.4488 2020-09-13 14:48:55,687 - mmaction - INFO - Epoch [30][1580/2640] lr: 1.000e-03, eta: 16:54:19, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8852, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.3593 2020-09-13 14:49:15,102 - mmaction - INFO - Epoch [30][1600/2640] lr: 1.000e-03, eta: 16:53:54, time: 0.970, data_time: 0.003, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8711, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.5497 2020-09-13 14:49:33,521 - mmaction - INFO - Epoch [30][1620/2640] lr: 1.000e-03, eta: 16:53:29, time: 0.920, data_time: 0.092, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8773, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.3445 2020-09-13 14:49:53,179 - mmaction - INFO - Epoch [30][1640/2640] lr: 1.000e-03, eta: 16:53:04, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.4804 2020-09-13 14:50:12,160 - mmaction - INFO - Epoch [30][1660/2640] lr: 1.000e-03, eta: 16:52:39, time: 0.943, data_time: 0.006, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8805, loss_cls: 1.3094, loss: 1.3094, grad_norm: 8.3691 2020-09-13 14:50:31,324 - mmaction - INFO - Epoch [30][1680/2640] lr: 1.000e-03, eta: 16:52:14, time: 0.965, data_time: 0.009, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8711, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.8186 2020-09-13 14:50:51,359 - mmaction - INFO - Epoch [30][1700/2640] lr: 1.000e-03, eta: 16:51:50, time: 0.997, data_time: 0.005, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8766, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.3740 2020-09-13 14:51:11,062 - mmaction - INFO - Epoch [30][1720/2640] lr: 1.000e-03, eta: 16:51:25, time: 0.990, data_time: 0.009, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8781, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.2182 2020-09-13 14:51:30,408 - mmaction - INFO - Epoch [30][1740/2640] lr: 1.000e-03, eta: 16:51:01, time: 0.964, data_time: 0.057, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8984, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.1836 2020-09-13 14:51:49,148 - mmaction - INFO - Epoch [30][1760/2640] lr: 1.000e-03, eta: 16:50:35, time: 0.938, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.3526, loss: 1.3526, grad_norm: 8.5061 2020-09-13 14:52:10,232 - mmaction - INFO - Epoch [30][1780/2640] lr: 1.000e-03, eta: 16:50:12, time: 1.054, data_time: 0.007, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.5491 2020-09-13 14:52:29,631 - mmaction - INFO - Epoch [30][1800/2640] lr: 1.000e-03, eta: 16:49:47, time: 0.970, data_time: 0.004, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8695, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.3872 2020-09-13 14:52:49,633 - mmaction - INFO - Epoch [30][1820/2640] lr: 1.000e-03, eta: 16:49:22, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.5290 2020-09-13 14:53:07,887 - mmaction - INFO - Epoch [30][1840/2640] lr: 1.000e-03, eta: 16:48:57, time: 0.918, data_time: 0.007, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8766, loss_cls: 1.3073, loss: 1.3073, grad_norm: 8.4651 2020-09-13 14:53:27,374 - mmaction - INFO - Epoch [30][1860/2640] lr: 1.000e-03, eta: 16:48:32, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.7147 2020-09-13 14:53:47,714 - mmaction - INFO - Epoch [30][1880/2640] lr: 1.000e-03, eta: 16:48:08, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.1552 2020-09-13 14:54:06,064 - mmaction - INFO - Epoch [30][1900/2640] lr: 1.000e-03, eta: 16:47:43, time: 0.911, data_time: 0.006, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8695, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.1863 2020-09-13 14:54:26,505 - mmaction - INFO - Epoch [30][1920/2640] lr: 1.000e-03, eta: 16:47:19, time: 1.028, data_time: 0.018, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.4236 2020-09-13 14:54:45,047 - mmaction - INFO - Epoch [30][1940/2640] lr: 1.000e-03, eta: 16:46:53, time: 0.920, data_time: 0.004, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.9330 2020-09-13 14:55:05,302 - mmaction - INFO - Epoch [30][1960/2640] lr: 1.000e-03, eta: 16:46:29, time: 1.019, data_time: 0.009, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8742, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.1577 2020-09-13 14:55:24,410 - mmaction - INFO - Epoch [30][1980/2640] lr: 1.000e-03, eta: 16:46:04, time: 0.955, data_time: 0.002, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.0956 2020-09-13 14:55:43,214 - mmaction - INFO - Epoch [30][2000/2640] lr: 1.000e-03, eta: 16:45:39, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3510, loss: 1.3510, grad_norm: 8.3811 2020-09-13 14:56:03,461 - mmaction - INFO - Epoch [30][2020/2640] lr: 1.000e-03, eta: 16:45:15, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.6847 2020-09-13 14:56:22,564 - mmaction - INFO - Epoch [30][2040/2640] lr: 1.000e-03, eta: 16:44:50, time: 0.956, data_time: 0.004, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.3067, loss: 1.3067, grad_norm: 8.6875 2020-09-13 14:56:42,279 - mmaction - INFO - Epoch [30][2060/2640] lr: 1.000e-03, eta: 16:44:25, time: 0.982, data_time: 0.005, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.3926 2020-09-13 14:57:01,002 - mmaction - INFO - Epoch [30][2080/2640] lr: 1.000e-03, eta: 16:44:00, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8797, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.5002 2020-09-13 14:57:20,841 - mmaction - INFO - Epoch [30][2100/2640] lr: 1.000e-03, eta: 16:43:36, time: 0.987, data_time: 0.092, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.7418 2020-09-13 14:57:40,679 - mmaction - INFO - Epoch [30][2120/2640] lr: 1.000e-03, eta: 16:43:11, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.5859 2020-09-13 14:58:01,396 - mmaction - INFO - Epoch [30][2140/2640] lr: 1.000e-03, eta: 16:42:47, time: 1.031, data_time: 0.090, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8758, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.6833 2020-09-13 14:58:20,618 - mmaction - INFO - Epoch [30][2160/2640] lr: 1.000e-03, eta: 16:42:23, time: 0.965, data_time: 0.196, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8711, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.5651 2020-09-13 14:58:40,838 - mmaction - INFO - Epoch [30][2180/2640] lr: 1.000e-03, eta: 16:41:58, time: 1.011, data_time: 0.107, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8867, loss_cls: 1.2335, loss: 1.2335, grad_norm: 8.2693 2020-09-13 14:59:00,618 - mmaction - INFO - Epoch [30][2200/2640] lr: 1.000e-03, eta: 16:41:34, time: 0.990, data_time: 0.041, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8867, loss_cls: 1.2343, loss: 1.2343, grad_norm: 8.2798 2020-09-13 14:59:19,842 - mmaction - INFO - Epoch [30][2220/2640] lr: 1.000e-03, eta: 16:41:09, time: 0.956, data_time: 0.005, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.5790 2020-09-13 14:59:40,147 - mmaction - INFO - Epoch [30][2240/2640] lr: 1.000e-03, eta: 16:40:45, time: 1.019, data_time: 0.008, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.3296 2020-09-13 14:59:59,516 - mmaction - INFO - Epoch [30][2260/2640] lr: 1.000e-03, eta: 16:40:20, time: 0.966, data_time: 0.008, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3422, loss: 1.3422, grad_norm: 8.3783 2020-09-13 15:00:20,676 - mmaction - INFO - Epoch [30][2280/2640] lr: 1.000e-03, eta: 16:39:57, time: 1.043, data_time: 0.008, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8680, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.4198 2020-09-13 15:00:42,138 - mmaction - INFO - Epoch [30][2300/2640] lr: 1.000e-03, eta: 16:39:33, time: 1.040, data_time: 0.031, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.4088 2020-09-13 15:00:58,601 - mmaction - INFO - Epoch [30][2320/2640] lr: 1.000e-03, eta: 16:39:07, time: 0.875, data_time: 0.060, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8781, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.4487 2020-09-13 15:01:18,013 - mmaction - INFO - Epoch [30][2340/2640] lr: 1.000e-03, eta: 16:38:42, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8789, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.2498 2020-09-13 15:01:37,744 - mmaction - INFO - Epoch [30][2360/2640] lr: 1.000e-03, eta: 16:38:18, time: 0.982, data_time: 0.026, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.3004 2020-09-13 15:01:57,547 - mmaction - INFO - Epoch [30][2380/2640] lr: 1.000e-03, eta: 16:37:53, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.3580 2020-09-13 15:02:17,803 - mmaction - INFO - Epoch [30][2400/2640] lr: 1.000e-03, eta: 16:37:29, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8711, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.6932 2020-09-13 15:02:37,402 - mmaction - INFO - Epoch [30][2420/2640] lr: 1.000e-03, eta: 16:37:04, time: 0.985, data_time: 0.009, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8664, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.5255 2020-09-13 15:02:56,636 - mmaction - INFO - Epoch [30][2440/2640] lr: 1.000e-03, eta: 16:36:40, time: 0.961, data_time: 0.006, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2830, loss: 1.2830, grad_norm: 8.3324 2020-09-13 15:03:16,037 - mmaction - INFO - Epoch [30][2460/2640] lr: 1.000e-03, eta: 16:36:15, time: 0.969, data_time: 0.002, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8742, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.2097 2020-09-13 15:03:35,214 - mmaction - INFO - Epoch [30][2480/2640] lr: 1.000e-03, eta: 16:35:50, time: 0.956, data_time: 0.030, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.3086 2020-09-13 15:03:55,075 - mmaction - INFO - Epoch [30][2500/2640] lr: 1.000e-03, eta: 16:35:26, time: 0.995, data_time: 0.010, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8625, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.4629 2020-09-13 15:04:14,430 - mmaction - INFO - Epoch [30][2520/2640] lr: 1.000e-03, eta: 16:35:01, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.3314 2020-09-13 15:04:33,392 - mmaction - INFO - Epoch [30][2540/2640] lr: 1.000e-03, eta: 16:34:36, time: 0.949, data_time: 0.003, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.2582 2020-09-13 15:04:54,366 - mmaction - INFO - Epoch [30][2560/2640] lr: 1.000e-03, eta: 16:34:12, time: 1.047, data_time: 0.088, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2148, loss: 1.2148, grad_norm: 8.3215 2020-09-13 15:05:12,561 - mmaction - INFO - Epoch [30][2580/2640] lr: 1.000e-03, eta: 16:33:47, time: 0.911, data_time: 0.005, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.5279 2020-09-13 15:05:32,425 - mmaction - INFO - Epoch [30][2600/2640] lr: 1.000e-03, eta: 16:33:23, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3849, loss: 1.3849, grad_norm: 8.5858 2020-09-13 15:05:53,160 - mmaction - INFO - Epoch [30][2620/2640] lr: 1.000e-03, eta: 16:32:59, time: 1.042, data_time: 0.030, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8680, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.3052 2020-09-13 15:06:10,273 - mmaction - INFO - Epoch [30][2640/2640] lr: 1.000e-03, eta: 16:32:33, time: 0.857, data_time: 0.058, memory: 7069, top1_acc: 0.6379, top5_acc: 0.8806, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.8624 2020-09-13 15:06:25,972 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-09-13 15:12:51,652 - mmaction - INFO - Epoch [31][20/2640] lr: 1.000e-03, eta: 16:36:11, time: 19.172, data_time: 18.131, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8805, loss_cls: 1.2713, loss: 1.2713, grad_norm: 8.4723 2020-09-13 15:13:11,626 - mmaction - INFO - Epoch [31][40/2640] lr: 1.000e-03, eta: 16:35:46, time: 1.007, data_time: 0.013, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.1971, loss: 1.1971, grad_norm: 8.0903 2020-09-13 15:13:32,846 - mmaction - INFO - Epoch [31][60/2640] lr: 1.000e-03, eta: 16:35:23, time: 1.056, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.3589 2020-09-13 15:13:53,057 - mmaction - INFO - Epoch [31][80/2640] lr: 1.000e-03, eta: 16:34:58, time: 1.016, data_time: 0.008, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3187, loss: 1.3187, grad_norm: 8.5145 2020-09-13 15:14:12,403 - mmaction - INFO - Epoch [31][100/2640] lr: 1.000e-03, eta: 16:34:34, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.5724 2020-09-13 15:14:31,524 - mmaction - INFO - Epoch [31][120/2640] lr: 1.000e-03, eta: 16:34:09, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8945, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.3620 2020-09-13 15:14:51,102 - mmaction - INFO - Epoch [31][140/2640] lr: 1.000e-03, eta: 16:33:44, time: 0.973, data_time: 0.005, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8797, loss_cls: 1.2571, loss: 1.2571, grad_norm: 8.5002 2020-09-13 15:15:10,431 - mmaction - INFO - Epoch [31][160/2640] lr: 1.000e-03, eta: 16:33:19, time: 0.970, data_time: 0.009, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8852, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.2933 2020-09-13 15:15:29,761 - mmaction - INFO - Epoch [31][180/2640] lr: 1.000e-03, eta: 16:32:54, time: 0.969, data_time: 0.005, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4111, loss: 1.4111, grad_norm: 8.5490 2020-09-13 15:15:49,259 - mmaction - INFO - Epoch [31][200/2640] lr: 1.000e-03, eta: 16:32:29, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8820, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.4000 2020-09-13 15:16:07,723 - mmaction - INFO - Epoch [31][220/2640] lr: 1.000e-03, eta: 16:32:04, time: 0.927, data_time: 0.007, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.3279, loss: 1.3279, grad_norm: 8.6436 2020-09-13 15:16:28,309 - mmaction - INFO - Epoch [31][240/2640] lr: 1.000e-03, eta: 16:31:40, time: 1.030, data_time: 0.004, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8820, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.5468 2020-09-13 15:16:47,229 - mmaction - INFO - Epoch [31][260/2640] lr: 1.000e-03, eta: 16:31:15, time: 0.941, data_time: 0.005, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8805, loss_cls: 1.2575, loss: 1.2575, grad_norm: 8.3326 2020-09-13 15:17:06,678 - mmaction - INFO - Epoch [31][280/2640] lr: 1.000e-03, eta: 16:30:50, time: 0.978, data_time: 0.009, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8859, loss_cls: 1.2396, loss: 1.2396, grad_norm: 8.3388 2020-09-13 15:17:27,050 - mmaction - INFO - Epoch [31][300/2640] lr: 1.000e-03, eta: 16:30:26, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8680, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.5586 2020-09-13 15:17:46,417 - mmaction - INFO - Epoch [31][320/2640] lr: 1.000e-03, eta: 16:30:01, time: 0.969, data_time: 0.004, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2585, loss: 1.2585, grad_norm: 8.4581 2020-09-13 15:18:06,165 - mmaction - INFO - Epoch [31][340/2640] lr: 1.000e-03, eta: 16:29:37, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.2972 2020-09-13 15:18:25,364 - mmaction - INFO - Epoch [31][360/2640] lr: 1.000e-03, eta: 16:29:12, time: 0.963, data_time: 0.194, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8805, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.6511 2020-09-13 15:18:44,399 - mmaction - INFO - Epoch [31][380/2640] lr: 1.000e-03, eta: 16:28:47, time: 0.950, data_time: 0.200, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8711, loss_cls: 1.2573, loss: 1.2573, grad_norm: 8.4948 2020-09-13 15:19:04,840 - mmaction - INFO - Epoch [31][400/2640] lr: 1.000e-03, eta: 16:28:23, time: 1.024, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.2829, loss: 1.2829, grad_norm: 8.4052 2020-09-13 15:19:24,148 - mmaction - INFO - Epoch [31][420/2640] lr: 1.000e-03, eta: 16:27:58, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8820, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.6778 2020-09-13 15:19:44,058 - mmaction - INFO - Epoch [31][440/2640] lr: 1.000e-03, eta: 16:27:33, time: 1.000, data_time: 0.009, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.5666 2020-09-13 15:20:02,892 - mmaction - INFO - Epoch [31][460/2640] lr: 1.000e-03, eta: 16:27:08, time: 0.944, data_time: 0.007, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8742, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.4568 2020-09-13 15:20:23,484 - mmaction - INFO - Epoch [31][480/2640] lr: 1.000e-03, eta: 16:26:44, time: 1.028, data_time: 0.002, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.0014 2020-09-13 15:20:42,757 - mmaction - INFO - Epoch [31][500/2640] lr: 1.000e-03, eta: 16:26:19, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.3377 2020-09-13 15:21:03,278 - mmaction - INFO - Epoch [31][520/2640] lr: 1.000e-03, eta: 16:25:56, time: 1.030, data_time: 0.007, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8633, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.7832 2020-09-13 15:21:22,654 - mmaction - INFO - Epoch [31][540/2640] lr: 1.000e-03, eta: 16:25:31, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8977, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.2277 2020-09-13 15:21:40,477 - mmaction - INFO - Epoch [31][560/2640] lr: 1.000e-03, eta: 16:25:05, time: 0.892, data_time: 0.003, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.3687 2020-09-13 15:22:01,176 - mmaction - INFO - Epoch [31][580/2640] lr: 1.000e-03, eta: 16:24:41, time: 1.031, data_time: 0.006, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3247, loss: 1.3247, grad_norm: 8.9144 2020-09-13 15:22:20,254 - mmaction - INFO - Epoch [31][600/2640] lr: 1.000e-03, eta: 16:24:16, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.4141 2020-09-13 15:22:39,967 - mmaction - INFO - Epoch [31][620/2640] lr: 1.000e-03, eta: 16:23:52, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8797, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.3513 2020-09-13 15:22:59,142 - mmaction - INFO - Epoch [31][640/2640] lr: 1.000e-03, eta: 16:23:27, time: 0.954, data_time: 0.005, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2151, loss: 1.2151, grad_norm: 8.4472 2020-09-13 15:23:19,851 - mmaction - INFO - Epoch [31][660/2640] lr: 1.000e-03, eta: 16:23:03, time: 1.039, data_time: 0.007, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3448, loss: 1.3448, grad_norm: 8.9415 2020-09-13 15:23:37,285 - mmaction - INFO - Epoch [31][680/2640] lr: 1.000e-03, eta: 16:22:37, time: 0.871, data_time: 0.005, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8852, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.5166 2020-09-13 15:23:56,325 - mmaction - INFO - Epoch [31][700/2640] lr: 1.000e-03, eta: 16:22:12, time: 0.953, data_time: 0.005, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8883, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.7751 2020-09-13 15:24:15,930 - mmaction - INFO - Epoch [31][720/2640] lr: 1.000e-03, eta: 16:21:47, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8758, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.9184 2020-09-13 15:24:34,616 - mmaction - INFO - Epoch [31][740/2640] lr: 1.000e-03, eta: 16:21:22, time: 0.934, data_time: 0.045, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8867, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.3687 2020-09-13 15:24:55,609 - mmaction - INFO - Epoch [31][760/2640] lr: 1.000e-03, eta: 16:20:58, time: 1.050, data_time: 0.006, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8781, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.7533 2020-09-13 15:25:14,244 - mmaction - INFO - Epoch [31][780/2640] lr: 1.000e-03, eta: 16:20:33, time: 0.930, data_time: 0.004, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8742, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.5856 2020-09-13 15:25:34,496 - mmaction - INFO - Epoch [31][800/2640] lr: 1.000e-03, eta: 16:20:09, time: 1.015, data_time: 0.004, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.6158 2020-09-13 15:25:53,233 - mmaction - INFO - Epoch [31][820/2640] lr: 1.000e-03, eta: 16:19:44, time: 0.931, data_time: 0.004, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2775, loss: 1.2775, grad_norm: 8.8119 2020-09-13 15:26:14,121 - mmaction - INFO - Epoch [31][840/2640] lr: 1.000e-03, eta: 16:19:20, time: 1.049, data_time: 0.008, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.9137 2020-09-13 15:26:33,708 - mmaction - INFO - Epoch [31][860/2640] lr: 1.000e-03, eta: 16:18:56, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8781, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.7088 2020-09-13 15:26:52,555 - mmaction - INFO - Epoch [31][880/2640] lr: 1.000e-03, eta: 16:18:31, time: 0.946, data_time: 0.009, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.6538 2020-09-13 15:27:11,748 - mmaction - INFO - Epoch [31][900/2640] lr: 1.000e-03, eta: 16:18:06, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8883, loss_cls: 1.2348, loss: 1.2348, grad_norm: 8.9092 2020-09-13 15:27:31,504 - mmaction - INFO - Epoch [31][920/2640] lr: 1.000e-03, eta: 16:17:41, time: 0.989, data_time: 0.003, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3433, loss: 1.3433, grad_norm: 8.6611 2020-09-13 15:27:50,519 - mmaction - INFO - Epoch [31][940/2640] lr: 1.000e-03, eta: 16:17:16, time: 0.946, data_time: 0.005, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.7169 2020-09-13 15:28:10,529 - mmaction - INFO - Epoch [31][960/2640] lr: 1.000e-03, eta: 16:16:52, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.1547 2020-09-13 15:28:30,853 - mmaction - INFO - Epoch [31][980/2640] lr: 1.000e-03, eta: 16:16:28, time: 1.016, data_time: 0.006, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.6665 2020-09-13 15:28:50,220 - mmaction - INFO - Epoch [31][1000/2640] lr: 1.000e-03, eta: 16:16:03, time: 0.969, data_time: 0.003, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8656, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.7027 2020-09-13 15:29:09,149 - mmaction - INFO - Epoch [31][1020/2640] lr: 1.000e-03, eta: 16:15:38, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.5780 2020-09-13 15:29:29,158 - mmaction - INFO - Epoch [31][1040/2640] lr: 1.000e-03, eta: 16:15:14, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.4359 2020-09-13 15:29:48,751 - mmaction - INFO - Epoch [31][1060/2640] lr: 1.000e-03, eta: 16:14:49, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.9782 2020-09-13 15:30:07,818 - mmaction - INFO - Epoch [31][1080/2640] lr: 1.000e-03, eta: 16:14:24, time: 0.953, data_time: 0.003, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.5762 2020-09-13 15:30:27,614 - mmaction - INFO - Epoch [31][1100/2640] lr: 1.000e-03, eta: 16:14:00, time: 0.990, data_time: 0.003, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.7511 2020-09-13 15:30:47,339 - mmaction - INFO - Epoch [31][1120/2640] lr: 1.000e-03, eta: 16:13:36, time: 0.981, data_time: 0.005, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3580, loss: 1.3580, grad_norm: 9.0240 2020-09-13 15:31:04,671 - mmaction - INFO - Epoch [31][1140/2640] lr: 1.000e-03, eta: 16:13:10, time: 0.871, data_time: 0.046, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.2930 2020-09-13 15:31:25,647 - mmaction - INFO - Epoch [31][1160/2640] lr: 1.000e-03, eta: 16:12:46, time: 1.043, data_time: 0.303, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3438, loss: 1.3438, grad_norm: 9.0201 2020-09-13 15:31:45,068 - mmaction - INFO - Epoch [31][1180/2640] lr: 1.000e-03, eta: 16:12:21, time: 0.977, data_time: 0.210, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.7543 2020-09-13 15:32:04,974 - mmaction - INFO - Epoch [31][1200/2640] lr: 1.000e-03, eta: 16:11:57, time: 0.989, data_time: 0.039, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.3697, loss: 1.3697, grad_norm: 9.0057 2020-09-13 15:32:23,528 - mmaction - INFO - Epoch [31][1220/2640] lr: 1.000e-03, eta: 16:11:32, time: 0.934, data_time: 0.009, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8742, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.7236 2020-09-13 15:32:43,287 - mmaction - INFO - Epoch [31][1240/2640] lr: 1.000e-03, eta: 16:11:07, time: 0.989, data_time: 0.069, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3027, loss: 1.3027, grad_norm: 8.7639 2020-09-13 15:33:03,078 - mmaction - INFO - Epoch [31][1260/2640] lr: 1.000e-03, eta: 16:10:43, time: 0.989, data_time: 0.011, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8711, loss_cls: 1.2994, loss: 1.2994, grad_norm: 8.4613 2020-09-13 15:33:22,638 - mmaction - INFO - Epoch [31][1280/2640] lr: 1.000e-03, eta: 16:10:18, time: 0.974, data_time: 0.095, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8805, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.4809 2020-09-13 15:33:42,578 - mmaction - INFO - Epoch [31][1300/2640] lr: 1.000e-03, eta: 16:09:54, time: 1.000, data_time: 0.179, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8727, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.5730 2020-09-13 15:34:03,556 - mmaction - INFO - Epoch [31][1320/2640] lr: 1.000e-03, eta: 16:09:30, time: 1.049, data_time: 0.007, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.5074 2020-09-13 15:34:22,719 - mmaction - INFO - Epoch [31][1340/2640] lr: 1.000e-03, eta: 16:09:06, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8797, loss_cls: 1.2368, loss: 1.2368, grad_norm: 8.5089 2020-09-13 15:34:42,940 - mmaction - INFO - Epoch [31][1360/2640] lr: 1.000e-03, eta: 16:08:42, time: 1.012, data_time: 0.003, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8711, loss_cls: 1.3015, loss: 1.3015, grad_norm: 8.8827 2020-09-13 15:35:01,913 - mmaction - INFO - Epoch [31][1380/2640] lr: 1.000e-03, eta: 16:08:17, time: 0.943, data_time: 0.005, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.4571 2020-09-13 15:35:22,074 - mmaction - INFO - Epoch [31][1400/2640] lr: 1.000e-03, eta: 16:07:52, time: 1.013, data_time: 0.009, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8617, loss_cls: 1.3469, loss: 1.3469, grad_norm: 8.9840 2020-09-13 15:35:39,349 - mmaction - INFO - Epoch [31][1420/2640] lr: 1.000e-03, eta: 16:07:26, time: 0.861, data_time: 0.007, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8625, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.9548 2020-09-13 15:35:59,840 - mmaction - INFO - Epoch [31][1440/2640] lr: 1.000e-03, eta: 16:07:03, time: 1.028, data_time: 0.008, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8852, loss_cls: 1.2508, loss: 1.2508, grad_norm: 8.5829 2020-09-13 15:36:19,757 - mmaction - INFO - Epoch [31][1460/2640] lr: 1.000e-03, eta: 16:06:38, time: 0.991, data_time: 0.073, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.5175 2020-09-13 15:36:38,582 - mmaction - INFO - Epoch [31][1480/2640] lr: 1.000e-03, eta: 16:06:13, time: 0.945, data_time: 0.100, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8742, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.8681 2020-09-13 15:36:58,189 - mmaction - INFO - Epoch [31][1500/2640] lr: 1.000e-03, eta: 16:05:49, time: 0.976, data_time: 0.201, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8789, loss_cls: 1.2879, loss: 1.2879, grad_norm: 8.5283 2020-09-13 15:37:18,828 - mmaction - INFO - Epoch [31][1520/2640] lr: 1.000e-03, eta: 16:05:25, time: 1.038, data_time: 0.068, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3331, loss: 1.3331, grad_norm: 8.6937 2020-09-13 15:37:38,190 - mmaction - INFO - Epoch [31][1540/2640] lr: 1.000e-03, eta: 16:05:00, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.4757 2020-09-13 15:37:56,361 - mmaction - INFO - Epoch [31][1560/2640] lr: 1.000e-03, eta: 16:04:35, time: 0.909, data_time: 0.035, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8773, loss_cls: 1.3203, loss: 1.3203, grad_norm: 9.2843 2020-09-13 15:38:15,712 - mmaction - INFO - Epoch [31][1580/2640] lr: 1.000e-03, eta: 16:04:10, time: 0.961, data_time: 0.036, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8695, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.8517 2020-09-13 15:38:35,652 - mmaction - INFO - Epoch [31][1600/2640] lr: 1.000e-03, eta: 16:03:46, time: 1.002, data_time: 0.105, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.2866, loss: 1.2866, grad_norm: 8.5553 2020-09-13 15:38:56,552 - mmaction - INFO - Epoch [31][1620/2640] lr: 1.000e-03, eta: 16:03:22, time: 1.043, data_time: 0.012, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8742, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.5136 2020-09-13 15:39:16,809 - mmaction - INFO - Epoch [31][1640/2640] lr: 1.000e-03, eta: 16:02:58, time: 1.015, data_time: 0.351, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.6504 2020-09-13 15:39:35,671 - mmaction - INFO - Epoch [31][1660/2640] lr: 1.000e-03, eta: 16:02:33, time: 0.938, data_time: 0.338, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8789, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.5182 2020-09-13 15:39:55,867 - mmaction - INFO - Epoch [31][1680/2640] lr: 1.000e-03, eta: 16:02:09, time: 1.013, data_time: 0.163, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.3536 2020-09-13 15:40:15,442 - mmaction - INFO - Epoch [31][1700/2640] lr: 1.000e-03, eta: 16:01:45, time: 0.977, data_time: 0.294, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8883, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.5930 2020-09-13 15:40:35,409 - mmaction - INFO - Epoch [31][1720/2640] lr: 1.000e-03, eta: 16:01:20, time: 1.002, data_time: 0.022, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.8094 2020-09-13 15:40:52,769 - mmaction - INFO - Epoch [31][1740/2640] lr: 1.000e-03, eta: 16:00:55, time: 0.867, data_time: 0.034, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3457, loss: 1.3457, grad_norm: 9.0279 2020-09-13 15:41:14,357 - mmaction - INFO - Epoch [31][1760/2640] lr: 1.000e-03, eta: 16:00:31, time: 1.080, data_time: 0.323, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8773, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.2149 2020-09-13 15:41:34,283 - mmaction - INFO - Epoch [31][1780/2640] lr: 1.000e-03, eta: 16:00:07, time: 0.997, data_time: 0.003, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8844, loss_cls: 1.2439, loss: 1.2439, grad_norm: 8.6311 2020-09-13 15:41:53,243 - mmaction - INFO - Epoch [31][1800/2640] lr: 1.000e-03, eta: 15:59:42, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8984, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.3441 2020-09-13 15:42:13,795 - mmaction - INFO - Epoch [31][1820/2640] lr: 1.000e-03, eta: 15:59:18, time: 1.030, data_time: 0.008, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2883, loss: 1.2883, grad_norm: 8.7356 2020-09-13 15:42:31,377 - mmaction - INFO - Epoch [31][1840/2640] lr: 1.000e-03, eta: 15:58:53, time: 0.874, data_time: 0.006, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8734, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.7615 2020-09-13 15:42:50,801 - mmaction - INFO - Epoch [31][1860/2640] lr: 1.000e-03, eta: 15:58:28, time: 0.976, data_time: 0.046, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.9666 2020-09-13 15:43:11,135 - mmaction - INFO - Epoch [31][1880/2640] lr: 1.000e-03, eta: 15:58:04, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3633, loss: 1.3633, grad_norm: 9.0882 2020-09-13 15:43:30,501 - mmaction - INFO - Epoch [31][1900/2640] lr: 1.000e-03, eta: 15:57:40, time: 0.972, data_time: 0.009, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.3010, loss: 1.3010, grad_norm: 8.8024 2020-09-13 15:43:50,698 - mmaction - INFO - Epoch [31][1920/2640] lr: 1.000e-03, eta: 15:57:15, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.2636, loss: 1.2636, grad_norm: 8.6493 2020-09-13 15:44:11,071 - mmaction - INFO - Epoch [31][1940/2640] lr: 1.000e-03, eta: 15:56:51, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.7005 2020-09-13 15:44:29,484 - mmaction - INFO - Epoch [31][1960/2640] lr: 1.000e-03, eta: 15:56:26, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8750, loss_cls: 1.2450, loss: 1.2450, grad_norm: 8.3487 2020-09-13 15:44:49,090 - mmaction - INFO - Epoch [31][1980/2640] lr: 1.000e-03, eta: 15:56:02, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8867, loss_cls: 1.2255, loss: 1.2255, grad_norm: 8.9133 2020-09-13 15:45:08,333 - mmaction - INFO - Epoch [31][2000/2640] lr: 1.000e-03, eta: 15:55:37, time: 0.962, data_time: 0.271, memory: 7069, top1_acc: 0.6375, top5_acc: 0.8695, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.8599 2020-09-13 15:45:27,876 - mmaction - INFO - Epoch [31][2020/2640] lr: 1.000e-03, eta: 15:55:13, time: 0.978, data_time: 0.263, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8781, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.8612 2020-09-13 15:45:47,222 - mmaction - INFO - Epoch [31][2040/2640] lr: 1.000e-03, eta: 15:54:48, time: 0.968, data_time: 0.187, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.6269 2020-09-13 15:46:08,800 - mmaction - INFO - Epoch [31][2060/2640] lr: 1.000e-03, eta: 15:54:25, time: 1.078, data_time: 0.022, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.7456 2020-09-13 15:46:28,167 - mmaction - INFO - Epoch [31][2080/2640] lr: 1.000e-03, eta: 15:54:00, time: 0.968, data_time: 0.003, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.7715 2020-09-13 15:46:47,706 - mmaction - INFO - Epoch [31][2100/2640] lr: 1.000e-03, eta: 15:53:36, time: 0.976, data_time: 0.005, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.6848 2020-09-13 15:47:06,859 - mmaction - INFO - Epoch [31][2120/2640] lr: 1.000e-03, eta: 15:53:11, time: 0.959, data_time: 0.005, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8883, loss_cls: 1.2765, loss: 1.2765, grad_norm: 8.8480 2020-09-13 15:47:26,474 - mmaction - INFO - Epoch [31][2140/2640] lr: 1.000e-03, eta: 15:52:47, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1909, loss: 1.1909, grad_norm: 8.8064 2020-09-13 15:47:46,065 - mmaction - INFO - Epoch [31][2160/2640] lr: 1.000e-03, eta: 15:52:22, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8750, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.5291 2020-09-13 15:48:05,812 - mmaction - INFO - Epoch [31][2180/2640] lr: 1.000e-03, eta: 15:51:58, time: 0.983, data_time: 0.257, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.6674 2020-09-13 15:48:25,292 - mmaction - INFO - Epoch [31][2200/2640] lr: 1.000e-03, eta: 15:51:34, time: 0.976, data_time: 0.095, memory: 7069, top1_acc: 0.6492, top5_acc: 0.8789, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.7809 2020-09-13 15:48:44,634 - mmaction - INFO - Epoch [31][2220/2640] lr: 1.000e-03, eta: 15:51:09, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8828, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.7171 2020-09-13 15:49:05,233 - mmaction - INFO - Epoch [31][2240/2640] lr: 1.000e-03, eta: 15:50:45, time: 1.034, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2930, loss: 1.2930, grad_norm: 8.8196 2020-09-13 15:49:23,829 - mmaction - INFO - Epoch [31][2260/2640] lr: 1.000e-03, eta: 15:50:20, time: 0.930, data_time: 0.008, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8789, loss_cls: 1.3327, loss: 1.3327, grad_norm: 9.1881 2020-09-13 15:49:44,557 - mmaction - INFO - Epoch [31][2280/2640] lr: 1.000e-03, eta: 15:49:56, time: 1.037, data_time: 0.289, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8594, loss_cls: 1.3712, loss: 1.3712, grad_norm: 9.0867 2020-09-13 15:50:04,985 - mmaction - INFO - Epoch [31][2300/2640] lr: 1.000e-03, eta: 15:49:33, time: 1.021, data_time: 0.045, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8711, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.9348 2020-09-13 15:50:23,687 - mmaction - INFO - Epoch [31][2320/2640] lr: 1.000e-03, eta: 15:49:08, time: 0.934, data_time: 0.103, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3400, loss: 1.3400, grad_norm: 8.8726 2020-09-13 15:50:43,329 - mmaction - INFO - Epoch [31][2340/2640] lr: 1.000e-03, eta: 15:48:43, time: 0.984, data_time: 0.066, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8789, loss_cls: 1.2982, loss: 1.2982, grad_norm: 8.6928 2020-09-13 15:51:02,759 - mmaction - INFO - Epoch [31][2360/2640] lr: 1.000e-03, eta: 15:48:19, time: 0.965, data_time: 0.005, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8750, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.8015 2020-09-13 15:51:22,143 - mmaction - INFO - Epoch [31][2380/2640] lr: 1.000e-03, eta: 15:47:54, time: 0.976, data_time: 0.085, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8891, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.9388 2020-09-13 15:51:42,048 - mmaction - INFO - Epoch [31][2400/2640] lr: 1.000e-03, eta: 15:47:30, time: 0.989, data_time: 0.349, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8812, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.7270 2020-09-13 15:52:00,750 - mmaction - INFO - Epoch [31][2420/2640] lr: 1.000e-03, eta: 15:47:05, time: 0.940, data_time: 0.340, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8820, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.9064 2020-09-13 15:52:20,650 - mmaction - INFO - Epoch [31][2440/2640] lr: 1.000e-03, eta: 15:46:41, time: 0.991, data_time: 0.364, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8742, loss_cls: 1.3169, loss: 1.3169, grad_norm: 8.9439 2020-09-13 15:52:40,405 - mmaction - INFO - Epoch [31][2460/2640] lr: 1.000e-03, eta: 15:46:17, time: 0.993, data_time: 0.400, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.8994 2020-09-13 15:52:59,485 - mmaction - INFO - Epoch [31][2480/2640] lr: 1.000e-03, eta: 15:45:52, time: 0.949, data_time: 0.320, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8875, loss_cls: 1.2434, loss: 1.2434, grad_norm: 8.4566 2020-09-13 15:53:19,409 - mmaction - INFO - Epoch [31][2500/2640] lr: 1.000e-03, eta: 15:45:28, time: 1.000, data_time: 0.073, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.2904, loss: 1.2904, grad_norm: 8.5936 2020-09-13 15:53:38,557 - mmaction - INFO - Epoch [31][2520/2640] lr: 1.000e-03, eta: 15:45:03, time: 0.953, data_time: 0.012, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.7003 2020-09-13 15:53:58,102 - mmaction - INFO - Epoch [31][2540/2640] lr: 1.000e-03, eta: 15:44:39, time: 0.983, data_time: 0.151, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.8471 2020-09-13 15:54:17,059 - mmaction - INFO - Epoch [31][2560/2640] lr: 1.000e-03, eta: 15:44:14, time: 0.948, data_time: 0.283, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.6884 2020-09-13 15:54:36,684 - mmaction - INFO - Epoch [31][2580/2640] lr: 1.000e-03, eta: 15:43:50, time: 0.981, data_time: 0.339, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8750, loss_cls: 1.2835, loss: 1.2835, grad_norm: 8.7835 2020-09-13 15:54:56,167 - mmaction - INFO - Epoch [31][2600/2640] lr: 1.000e-03, eta: 15:43:25, time: 0.969, data_time: 0.231, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3422, loss: 1.3422, grad_norm: 9.0038 2020-09-13 15:55:15,277 - mmaction - INFO - Epoch [31][2620/2640] lr: 1.000e-03, eta: 15:43:00, time: 0.960, data_time: 0.068, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.7122 2020-09-13 15:55:32,581 - mmaction - INFO - Epoch [31][2640/2640] lr: 1.000e-03, eta: 15:42:35, time: 0.864, data_time: 0.008, memory: 7069, top1_acc: 0.6532, top5_acc: 0.8694, loss_cls: 1.3000, loss: 1.3000, grad_norm: 9.0729 2020-09-13 15:55:45,466 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-09-13 16:02:31,151 - mmaction - INFO - Epoch [32][20/2640] lr: 1.000e-03, eta: 15:46:06, time: 20.235, data_time: 19.240, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2268, loss: 1.2268, grad_norm: 8.5839 2020-09-13 16:02:52,810 - mmaction - INFO - Epoch [32][40/2640] lr: 1.000e-03, eta: 15:45:43, time: 1.091, data_time: 0.368, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.8018 2020-09-13 16:03:11,655 - mmaction - INFO - Epoch [32][60/2640] lr: 1.000e-03, eta: 15:45:18, time: 0.947, data_time: 0.341, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8961, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.5342 2020-09-13 16:03:32,711 - mmaction - INFO - Epoch [32][80/2640] lr: 1.000e-03, eta: 15:44:54, time: 1.047, data_time: 0.463, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.3644, loss: 1.3644, grad_norm: 8.9828 2020-09-13 16:03:51,873 - mmaction - INFO - Epoch [32][100/2640] lr: 1.000e-03, eta: 15:44:30, time: 0.964, data_time: 0.384, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.6402 2020-09-13 16:04:11,265 - mmaction - INFO - Epoch [32][120/2640] lr: 1.000e-03, eta: 15:44:05, time: 0.965, data_time: 0.291, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8695, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.7815 2020-09-13 16:04:31,340 - mmaction - INFO - Epoch [32][140/2640] lr: 1.000e-03, eta: 15:43:41, time: 1.008, data_time: 0.039, memory: 7069, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.3745, loss: 1.3745, grad_norm: 9.0809 2020-09-13 16:04:50,028 - mmaction - INFO - Epoch [32][160/2640] lr: 1.000e-03, eta: 15:43:16, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8945, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.4262 2020-09-13 16:05:07,960 - mmaction - INFO - Epoch [32][180/2640] lr: 1.000e-03, eta: 15:42:50, time: 0.900, data_time: 0.008, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8703, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.5944 2020-09-13 16:05:27,565 - mmaction - INFO - Epoch [32][200/2640] lr: 1.000e-03, eta: 15:42:26, time: 0.980, data_time: 0.059, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8773, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.5802 2020-09-13 16:05:46,752 - mmaction - INFO - Epoch [32][220/2640] lr: 1.000e-03, eta: 15:42:01, time: 0.956, data_time: 0.014, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.2750, loss: 1.2750, grad_norm: 8.8413 2020-09-13 16:06:06,804 - mmaction - INFO - Epoch [32][240/2640] lr: 1.000e-03, eta: 15:41:37, time: 1.008, data_time: 0.009, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.5535 2020-09-13 16:06:27,140 - mmaction - INFO - Epoch [32][260/2640] lr: 1.000e-03, eta: 15:41:13, time: 1.017, data_time: 0.002, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.7363 2020-09-13 16:06:46,765 - mmaction - INFO - Epoch [32][280/2640] lr: 1.000e-03, eta: 15:40:48, time: 0.981, data_time: 0.024, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8758, loss_cls: 1.2655, loss: 1.2655, grad_norm: 8.6526 2020-09-13 16:07:04,737 - mmaction - INFO - Epoch [32][300/2640] lr: 1.000e-03, eta: 15:40:23, time: 0.899, data_time: 0.098, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.7011 2020-09-13 16:07:25,065 - mmaction - INFO - Epoch [32][320/2640] lr: 1.000e-03, eta: 15:39:59, time: 1.009, data_time: 0.187, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.3616 2020-09-13 16:07:44,996 - mmaction - INFO - Epoch [32][340/2640] lr: 1.000e-03, eta: 15:39:35, time: 1.004, data_time: 0.011, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8906, loss_cls: 1.1883, loss: 1.1883, grad_norm: 8.1610 2020-09-13 16:08:03,613 - mmaction - INFO - Epoch [32][360/2640] lr: 1.000e-03, eta: 15:39:10, time: 0.925, data_time: 0.023, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8688, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.6836 2020-09-13 16:08:23,531 - mmaction - INFO - Epoch [32][380/2640] lr: 1.000e-03, eta: 15:38:45, time: 1.001, data_time: 0.207, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.5626 2020-09-13 16:08:42,920 - mmaction - INFO - Epoch [32][400/2640] lr: 1.000e-03, eta: 15:38:21, time: 0.965, data_time: 0.302, memory: 7069, top1_acc: 0.6578, top5_acc: 0.8742, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.8104 2020-09-13 16:09:02,270 - mmaction - INFO - Epoch [32][420/2640] lr: 1.000e-03, eta: 15:37:56, time: 0.971, data_time: 0.371, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3357, loss: 1.3357, grad_norm: 9.2162 2020-09-13 16:09:19,970 - mmaction - INFO - Epoch [32][440/2640] lr: 1.000e-03, eta: 15:37:31, time: 0.886, data_time: 0.238, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8984, loss_cls: 1.1945, loss: 1.1945, grad_norm: 8.6446 2020-09-13 16:09:41,046 - mmaction - INFO - Epoch [32][460/2640] lr: 1.000e-03, eta: 15:37:07, time: 1.053, data_time: 0.072, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8859, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.8313 2020-09-13 16:10:00,609 - mmaction - INFO - Epoch [32][480/2640] lr: 1.000e-03, eta: 15:36:42, time: 0.972, data_time: 0.023, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8805, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.6909 2020-09-13 16:10:20,601 - mmaction - INFO - Epoch [32][500/2640] lr: 1.000e-03, eta: 15:36:18, time: 1.006, data_time: 0.009, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3311, loss: 1.3311, grad_norm: 8.6391 2020-09-13 16:10:41,482 - mmaction - INFO - Epoch [32][520/2640] lr: 1.000e-03, eta: 15:35:55, time: 1.043, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8828, loss_cls: 1.2400, loss: 1.2400, grad_norm: 8.6947 2020-09-13 16:10:59,259 - mmaction - INFO - Epoch [32][540/2640] lr: 1.000e-03, eta: 15:35:29, time: 0.890, data_time: 0.004, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8797, loss_cls: 1.2342, loss: 1.2342, grad_norm: 8.3875 2020-09-13 16:11:19,838 - mmaction - INFO - Epoch [32][560/2640] lr: 1.000e-03, eta: 15:35:05, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8938, loss_cls: 1.1941, loss: 1.1941, grad_norm: 8.6095 2020-09-13 16:11:38,732 - mmaction - INFO - Epoch [32][580/2640] lr: 1.000e-03, eta: 15:34:40, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8828, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.8188 2020-09-13 16:11:57,663 - mmaction - INFO - Epoch [32][600/2640] lr: 1.000e-03, eta: 15:34:15, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8883, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.5639 2020-09-13 16:12:19,092 - mmaction - INFO - Epoch [32][620/2640] lr: 1.000e-03, eta: 15:33:52, time: 1.069, data_time: 0.009, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8852, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.6574 2020-09-13 16:12:36,308 - mmaction - INFO - Epoch [32][640/2640] lr: 1.000e-03, eta: 15:33:26, time: 0.866, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.7587 2020-09-13 16:12:56,007 - mmaction - INFO - Epoch [32][660/2640] lr: 1.000e-03, eta: 15:33:02, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.9083 2020-09-13 16:13:16,674 - mmaction - INFO - Epoch [32][680/2640] lr: 1.000e-03, eta: 15:32:38, time: 1.037, data_time: 0.009, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.7976 2020-09-13 16:13:35,954 - mmaction - INFO - Epoch [32][700/2640] lr: 1.000e-03, eta: 15:32:13, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8797, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.8556 2020-09-13 16:13:55,198 - mmaction - INFO - Epoch [32][720/2640] lr: 1.000e-03, eta: 15:31:49, time: 0.962, data_time: 0.005, memory: 7069, top1_acc: 0.6430, top5_acc: 0.8617, loss_cls: 1.3648, loss: 1.3648, grad_norm: 9.1530 2020-09-13 16:14:14,979 - mmaction - INFO - Epoch [32][740/2640] lr: 1.000e-03, eta: 15:31:25, time: 0.989, data_time: 0.077, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8852, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.4205 2020-09-13 16:14:34,336 - mmaction - INFO - Epoch [32][760/2640] lr: 1.000e-03, eta: 15:31:00, time: 0.970, data_time: 0.160, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8875, loss_cls: 1.2204, loss: 1.2204, grad_norm: 8.6246 2020-09-13 16:14:53,311 - mmaction - INFO - Epoch [32][780/2640] lr: 1.000e-03, eta: 15:30:35, time: 0.947, data_time: 0.128, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.9187 2020-09-13 16:15:12,892 - mmaction - INFO - Epoch [32][800/2640] lr: 1.000e-03, eta: 15:30:11, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8805, loss_cls: 1.2885, loss: 1.2885, grad_norm: 9.0358 2020-09-13 16:15:33,397 - mmaction - INFO - Epoch [32][820/2640] lr: 1.000e-03, eta: 15:29:47, time: 1.024, data_time: 0.004, memory: 7069, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.3779, loss: 1.3779, grad_norm: 9.0758 2020-09-13 16:15:53,415 - mmaction - INFO - Epoch [32][840/2640] lr: 1.000e-03, eta: 15:29:23, time: 0.999, data_time: 0.008, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8727, loss_cls: 1.3055, loss: 1.3055, grad_norm: 9.1033 2020-09-13 16:16:12,188 - mmaction - INFO - Epoch [32][860/2640] lr: 1.000e-03, eta: 15:28:58, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8828, loss_cls: 1.1991, loss: 1.1991, grad_norm: 8.5841 2020-09-13 16:16:31,230 - mmaction - INFO - Epoch [32][880/2640] lr: 1.000e-03, eta: 15:28:33, time: 0.951, data_time: 0.067, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.4731 2020-09-13 16:16:51,499 - mmaction - INFO - Epoch [32][900/2640] lr: 1.000e-03, eta: 15:28:09, time: 1.015, data_time: 0.264, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8820, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.9883 2020-09-13 16:17:12,300 - mmaction - INFO - Epoch [32][920/2640] lr: 1.000e-03, eta: 15:27:45, time: 1.035, data_time: 0.433, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8750, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.9049 2020-09-13 16:17:30,055 - mmaction - INFO - Epoch [32][940/2640] lr: 1.000e-03, eta: 15:27:20, time: 0.893, data_time: 0.304, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3828, loss: 1.3828, grad_norm: 9.1345 2020-09-13 16:17:49,708 - mmaction - INFO - Epoch [32][960/2640] lr: 1.000e-03, eta: 15:26:56, time: 0.979, data_time: 0.344, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.6256 2020-09-13 16:18:09,913 - mmaction - INFO - Epoch [32][980/2640] lr: 1.000e-03, eta: 15:26:32, time: 1.014, data_time: 0.118, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8828, loss_cls: 1.2835, loss: 1.2835, grad_norm: 8.8886 2020-09-13 16:18:30,174 - mmaction - INFO - Epoch [32][1000/2640] lr: 1.000e-03, eta: 15:26:07, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.3043, loss: 1.3043, grad_norm: 9.0977 2020-09-13 16:18:49,143 - mmaction - INFO - Epoch [32][1020/2640] lr: 1.000e-03, eta: 15:25:43, time: 0.953, data_time: 0.008, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3248, loss: 1.3248, grad_norm: 8.8022 2020-09-13 16:19:08,997 - mmaction - INFO - Epoch [32][1040/2640] lr: 1.000e-03, eta: 15:25:18, time: 0.989, data_time: 0.006, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.2733, loss: 1.2733, grad_norm: 8.8198 2020-09-13 16:19:27,613 - mmaction - INFO - Epoch [32][1060/2640] lr: 1.000e-03, eta: 15:24:54, time: 0.934, data_time: 0.166, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8805, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.6784 2020-09-13 16:19:46,554 - mmaction - INFO - Epoch [32][1080/2640] lr: 1.000e-03, eta: 15:24:29, time: 0.943, data_time: 0.214, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2026, loss: 1.2026, grad_norm: 8.4862 2020-09-13 16:20:05,837 - mmaction - INFO - Epoch [32][1100/2640] lr: 1.000e-03, eta: 15:24:04, time: 0.969, data_time: 0.338, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8812, loss_cls: 1.2838, loss: 1.2838, grad_norm: 9.0091 2020-09-13 16:20:27,132 - mmaction - INFO - Epoch [32][1120/2640] lr: 1.000e-03, eta: 15:23:41, time: 1.065, data_time: 0.470, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8906, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.5943 2020-09-13 16:20:47,643 - mmaction - INFO - Epoch [32][1140/2640] lr: 1.000e-03, eta: 15:23:17, time: 1.025, data_time: 0.433, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.9980 2020-09-13 16:21:07,341 - mmaction - INFO - Epoch [32][1160/2640] lr: 1.000e-03, eta: 15:22:53, time: 0.980, data_time: 0.385, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.8988 2020-09-13 16:21:25,492 - mmaction - INFO - Epoch [32][1180/2640] lr: 1.000e-03, eta: 15:22:27, time: 0.913, data_time: 0.261, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2204, loss: 1.2204, grad_norm: 8.7035 2020-09-13 16:21:44,432 - mmaction - INFO - Epoch [32][1200/2640] lr: 1.000e-03, eta: 15:22:03, time: 0.944, data_time: 0.326, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2392, loss: 1.2392, grad_norm: 8.5117 2020-09-13 16:22:03,980 - mmaction - INFO - Epoch [32][1220/2640] lr: 1.000e-03, eta: 15:21:38, time: 0.981, data_time: 0.121, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8789, loss_cls: 1.2723, loss: 1.2723, grad_norm: 9.0158 2020-09-13 16:22:22,529 - mmaction - INFO - Epoch [32][1240/2640] lr: 1.000e-03, eta: 15:21:13, time: 0.926, data_time: 0.017, memory: 7069, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.9089 2020-09-13 16:22:42,509 - mmaction - INFO - Epoch [32][1260/2640] lr: 1.000e-03, eta: 15:20:49, time: 1.000, data_time: 0.349, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.9395 2020-09-13 16:23:03,284 - mmaction - INFO - Epoch [32][1280/2640] lr: 1.000e-03, eta: 15:20:25, time: 1.033, data_time: 0.168, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.7459 2020-09-13 16:23:21,130 - mmaction - INFO - Epoch [32][1300/2640] lr: 1.000e-03, eta: 15:20:00, time: 0.897, data_time: 0.150, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.5140 2020-09-13 16:23:42,368 - mmaction - INFO - Epoch [32][1320/2640] lr: 1.000e-03, eta: 15:19:37, time: 1.061, data_time: 0.030, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8695, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.7883 2020-09-13 16:24:01,220 - mmaction - INFO - Epoch [32][1340/2640] lr: 1.000e-03, eta: 15:19:12, time: 0.943, data_time: 0.003, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8852, loss_cls: 1.2619, loss: 1.2619, grad_norm: 8.4457 2020-09-13 16:24:20,741 - mmaction - INFO - Epoch [32][1360/2640] lr: 1.000e-03, eta: 15:18:48, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.5806 2020-09-13 16:24:40,390 - mmaction - INFO - Epoch [32][1380/2640] lr: 1.000e-03, eta: 15:18:23, time: 0.981, data_time: 0.002, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.9800 2020-09-13 16:24:58,764 - mmaction - INFO - Epoch [32][1400/2640] lr: 1.000e-03, eta: 15:17:58, time: 0.916, data_time: 0.008, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.2803, loss: 1.2803, grad_norm: 8.4277 2020-09-13 16:25:17,443 - mmaction - INFO - Epoch [32][1420/2640] lr: 1.000e-03, eta: 15:17:33, time: 0.937, data_time: 0.007, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2262, loss: 1.2262, grad_norm: 8.6757 2020-09-13 16:25:37,025 - mmaction - INFO - Epoch [32][1440/2640] lr: 1.000e-03, eta: 15:17:09, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.8732 2020-09-13 16:25:56,890 - mmaction - INFO - Epoch [32][1460/2640] lr: 1.000e-03, eta: 15:16:45, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.6352, top5_acc: 0.8625, loss_cls: 1.3313, loss: 1.3313, grad_norm: 9.4111 2020-09-13 16:26:17,241 - mmaction - INFO - Epoch [32][1480/2640] lr: 1.000e-03, eta: 15:16:21, time: 1.017, data_time: 0.017, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8812, loss_cls: 1.2294, loss: 1.2294, grad_norm: 8.5273 2020-09-13 16:26:36,736 - mmaction - INFO - Epoch [32][1500/2640] lr: 1.000e-03, eta: 15:15:56, time: 0.971, data_time: 0.044, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2030, loss: 1.2030, grad_norm: 8.6844 2020-09-13 16:26:56,925 - mmaction - INFO - Epoch [32][1520/2640] lr: 1.000e-03, eta: 15:15:32, time: 1.013, data_time: 0.049, memory: 7069, top1_acc: 0.6258, top5_acc: 0.8594, loss_cls: 1.3654, loss: 1.3654, grad_norm: 9.3617 2020-09-13 16:27:15,120 - mmaction - INFO - Epoch [32][1540/2640] lr: 1.000e-03, eta: 15:15:07, time: 0.907, data_time: 0.007, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.4088 2020-09-13 16:27:35,304 - mmaction - INFO - Epoch [32][1560/2640] lr: 1.000e-03, eta: 15:14:43, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3738, loss: 1.3738, grad_norm: 9.1210 2020-09-13 16:27:55,876 - mmaction - INFO - Epoch [32][1580/2640] lr: 1.000e-03, eta: 15:14:20, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.2374, loss: 1.2374, grad_norm: 8.8091 2020-09-13 16:28:14,787 - mmaction - INFO - Epoch [32][1600/2640] lr: 1.000e-03, eta: 15:13:55, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8727, loss_cls: 1.3251, loss: 1.3251, grad_norm: 8.8926 2020-09-13 16:28:34,950 - mmaction - INFO - Epoch [32][1620/2640] lr: 1.000e-03, eta: 15:13:31, time: 1.004, data_time: 0.005, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8750, loss_cls: 1.3141, loss: 1.3141, grad_norm: 9.0081 2020-09-13 16:28:54,777 - mmaction - INFO - Epoch [32][1640/2640] lr: 1.000e-03, eta: 15:13:07, time: 0.995, data_time: 0.009, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.2932, loss: 1.2932, grad_norm: 8.9654 2020-09-13 16:29:13,549 - mmaction - INFO - Epoch [32][1660/2640] lr: 1.000e-03, eta: 15:12:42, time: 0.939, data_time: 0.003, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8820, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.7406 2020-09-13 16:29:32,826 - mmaction - INFO - Epoch [32][1680/2640] lr: 1.000e-03, eta: 15:12:17, time: 0.963, data_time: 0.191, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8898, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.0972 2020-09-13 16:29:51,773 - mmaction - INFO - Epoch [32][1700/2640] lr: 1.000e-03, eta: 15:11:53, time: 0.944, data_time: 0.288, memory: 7069, top1_acc: 0.6859, top5_acc: 0.9016, loss_cls: 1.1876, loss: 1.1876, grad_norm: 8.9662 2020-09-13 16:30:11,185 - mmaction - INFO - Epoch [32][1720/2640] lr: 1.000e-03, eta: 15:11:28, time: 0.973, data_time: 0.095, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8727, loss_cls: 1.3014, loss: 1.3014, grad_norm: 9.0469 2020-09-13 16:30:31,665 - mmaction - INFO - Epoch [32][1740/2640] lr: 1.000e-03, eta: 15:11:04, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.7221 2020-09-13 16:30:49,804 - mmaction - INFO - Epoch [32][1760/2640] lr: 1.000e-03, eta: 15:10:39, time: 0.903, data_time: 0.176, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8797, loss_cls: 1.2958, loss: 1.2958, grad_norm: 9.1272 2020-09-13 16:31:10,485 - mmaction - INFO - Epoch [32][1780/2640] lr: 1.000e-03, eta: 15:10:16, time: 1.037, data_time: 0.069, memory: 7069, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4088, loss: 1.4088, grad_norm: 9.3723 2020-09-13 16:31:30,065 - mmaction - INFO - Epoch [32][1800/2640] lr: 1.000e-03, eta: 15:09:51, time: 0.975, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.0587 2020-09-13 16:31:49,040 - mmaction - INFO - Epoch [32][1820/2640] lr: 1.000e-03, eta: 15:09:27, time: 0.953, data_time: 0.008, memory: 7069, top1_acc: 0.6484, top5_acc: 0.8742, loss_cls: 1.3492, loss: 1.3492, grad_norm: 9.3148 2020-09-13 16:32:09,234 - mmaction - INFO - Epoch [32][1840/2640] lr: 1.000e-03, eta: 15:09:03, time: 1.010, data_time: 0.002, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.2697, loss: 1.2697, grad_norm: 9.1114 2020-09-13 16:32:27,772 - mmaction - INFO - Epoch [32][1860/2640] lr: 1.000e-03, eta: 15:08:38, time: 0.926, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.2095, loss: 1.2095, grad_norm: 8.7438 2020-09-13 16:32:48,082 - mmaction - INFO - Epoch [32][1880/2640] lr: 1.000e-03, eta: 15:08:14, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3497, loss: 1.3497, grad_norm: 9.1556 2020-09-13 16:33:06,165 - mmaction - INFO - Epoch [32][1900/2640] lr: 1.000e-03, eta: 15:07:49, time: 0.910, data_time: 0.008, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8852, loss_cls: 1.2435, loss: 1.2435, grad_norm: 8.6058 2020-09-13 16:33:25,601 - mmaction - INFO - Epoch [32][1920/2640] lr: 1.000e-03, eta: 15:07:24, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.2533, loss: 1.2533, grad_norm: 8.7664 2020-09-13 16:33:45,694 - mmaction - INFO - Epoch [32][1940/2640] lr: 1.000e-03, eta: 15:07:00, time: 1.009, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8805, loss_cls: 1.2540, loss: 1.2540, grad_norm: 8.8844 2020-09-13 16:34:05,879 - mmaction - INFO - Epoch [32][1960/2640] lr: 1.000e-03, eta: 15:06:36, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.8373 2020-09-13 16:34:26,016 - mmaction - INFO - Epoch [32][1980/2640] lr: 1.000e-03, eta: 15:06:12, time: 1.013, data_time: 0.009, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2821, loss: 1.2821, grad_norm: 9.3351 2020-09-13 16:34:46,422 - mmaction - INFO - Epoch [32][2000/2640] lr: 1.000e-03, eta: 15:05:49, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8781, loss_cls: 1.2638, loss: 1.2638, grad_norm: 9.0450 2020-09-13 16:35:06,585 - mmaction - INFO - Epoch [32][2020/2640] lr: 1.000e-03, eta: 15:05:25, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.6500, top5_acc: 0.8781, loss_cls: 1.3000, loss: 1.3000, grad_norm: 9.0769 2020-09-13 16:35:25,305 - mmaction - INFO - Epoch [32][2040/2640] lr: 1.000e-03, eta: 15:05:00, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.2691, loss: 1.2691, grad_norm: 9.0769 2020-09-13 16:35:45,892 - mmaction - INFO - Epoch [32][2060/2640] lr: 1.000e-03, eta: 15:04:36, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8867, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.8572 2020-09-13 16:36:05,726 - mmaction - INFO - Epoch [32][2080/2640] lr: 1.000e-03, eta: 15:04:12, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.3376, loss: 1.3376, grad_norm: 9.0394 2020-09-13 16:36:24,483 - mmaction - INFO - Epoch [32][2100/2640] lr: 1.000e-03, eta: 15:03:47, time: 0.937, data_time: 0.003, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.8404 2020-09-13 16:36:43,063 - mmaction - INFO - Epoch [32][2120/2640] lr: 1.000e-03, eta: 15:03:22, time: 0.923, data_time: 0.019, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.9428 2020-09-13 16:37:02,134 - mmaction - INFO - Epoch [32][2140/2640] lr: 1.000e-03, eta: 15:02:58, time: 0.960, data_time: 0.036, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.8242 2020-09-13 16:37:21,576 - mmaction - INFO - Epoch [32][2160/2640] lr: 1.000e-03, eta: 15:02:33, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2477, loss: 1.2477, grad_norm: 8.8406 2020-09-13 16:37:40,626 - mmaction - INFO - Epoch [32][2180/2640] lr: 1.000e-03, eta: 15:02:09, time: 0.958, data_time: 0.015, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.1974, loss: 1.1974, grad_norm: 8.5939 2020-09-13 16:38:00,193 - mmaction - INFO - Epoch [32][2200/2640] lr: 1.000e-03, eta: 15:01:45, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8734, loss_cls: 1.3205, loss: 1.3205, grad_norm: 9.2030 2020-09-13 16:38:20,142 - mmaction - INFO - Epoch [32][2220/2640] lr: 1.000e-03, eta: 15:01:21, time: 0.998, data_time: 0.004, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8875, loss_cls: 1.2501, loss: 1.2501, grad_norm: 9.2248 2020-09-13 16:38:39,945 - mmaction - INFO - Epoch [32][2240/2640] lr: 1.000e-03, eta: 15:00:57, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.2797, loss: 1.2797, grad_norm: 9.3770 2020-09-13 16:38:59,187 - mmaction - INFO - Epoch [32][2260/2640] lr: 1.000e-03, eta: 15:00:32, time: 0.964, data_time: 0.047, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.2824, loss: 1.2824, grad_norm: 8.8107 2020-09-13 16:39:18,861 - mmaction - INFO - Epoch [32][2280/2640] lr: 1.000e-03, eta: 15:00:08, time: 0.979, data_time: 0.377, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8828, loss_cls: 1.2480, loss: 1.2480, grad_norm: 9.0158 2020-09-13 16:39:39,729 - mmaction - INFO - Epoch [32][2300/2640] lr: 1.000e-03, eta: 14:59:44, time: 1.048, data_time: 0.106, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2423, loss: 1.2423, grad_norm: 8.7957 2020-09-13 16:39:59,224 - mmaction - INFO - Epoch [32][2320/2640] lr: 1.000e-03, eta: 14:59:20, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8602, loss_cls: 1.3490, loss: 1.3490, grad_norm: 9.2465 2020-09-13 16:40:19,510 - mmaction - INFO - Epoch [32][2340/2640] lr: 1.000e-03, eta: 14:58:56, time: 1.018, data_time: 0.008, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8727, loss_cls: 1.3177, loss: 1.3177, grad_norm: 8.9333 2020-09-13 16:40:38,300 - mmaction - INFO - Epoch [32][2360/2640] lr: 1.000e-03, eta: 14:58:31, time: 0.937, data_time: 0.008, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8898, loss_cls: 1.2828, loss: 1.2828, grad_norm: 9.2876 2020-09-13 16:40:57,218 - mmaction - INFO - Epoch [32][2380/2640] lr: 1.000e-03, eta: 14:58:07, time: 0.951, data_time: 0.017, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2641, loss: 1.2641, grad_norm: 9.0156 2020-09-13 16:41:16,445 - mmaction - INFO - Epoch [32][2400/2640] lr: 1.000e-03, eta: 14:57:42, time: 0.958, data_time: 0.105, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8781, loss_cls: 1.2657, loss: 1.2657, grad_norm: 9.2150 2020-09-13 16:41:36,405 - mmaction - INFO - Epoch [32][2420/2640] lr: 1.000e-03, eta: 14:57:18, time: 1.001, data_time: 0.067, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8883, loss_cls: 1.2363, loss: 1.2363, grad_norm: 9.0552 2020-09-13 16:41:55,856 - mmaction - INFO - Epoch [32][2440/2640] lr: 1.000e-03, eta: 14:56:54, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2519, loss: 1.2519, grad_norm: 9.2011 2020-09-13 16:42:15,980 - mmaction - INFO - Epoch [32][2460/2640] lr: 1.000e-03, eta: 14:56:30, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.2859, loss: 1.2859, grad_norm: 9.1085 2020-09-13 16:42:34,971 - mmaction - INFO - Epoch [32][2480/2640] lr: 1.000e-03, eta: 14:56:06, time: 0.948, data_time: 0.017, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8711, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.9893 2020-09-13 16:42:54,405 - mmaction - INFO - Epoch [32][2500/2640] lr: 1.000e-03, eta: 14:55:41, time: 0.973, data_time: 0.004, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.9828 2020-09-13 16:43:13,490 - mmaction - INFO - Epoch [32][2520/2640] lr: 1.000e-03, eta: 14:55:17, time: 0.954, data_time: 0.158, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.9312 2020-09-13 16:43:34,258 - mmaction - INFO - Epoch [32][2540/2640] lr: 1.000e-03, eta: 14:54:53, time: 1.034, data_time: 0.248, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8727, loss_cls: 1.3272, loss: 1.3272, grad_norm: 9.1010 2020-09-13 16:43:54,114 - mmaction - INFO - Epoch [32][2560/2640] lr: 1.000e-03, eta: 14:54:29, time: 0.998, data_time: 0.401, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.6985 2020-09-13 16:44:13,513 - mmaction - INFO - Epoch [32][2580/2640] lr: 1.000e-03, eta: 14:54:05, time: 0.969, data_time: 0.236, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3565, loss: 1.3565, grad_norm: 9.0990 2020-09-13 16:44:33,111 - mmaction - INFO - Epoch [32][2600/2640] lr: 1.000e-03, eta: 14:53:41, time: 0.980, data_time: 0.168, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8805, loss_cls: 1.2954, loss: 1.2954, grad_norm: 8.9295 2020-09-13 16:44:53,102 - mmaction - INFO - Epoch [32][2620/2640] lr: 1.000e-03, eta: 14:53:17, time: 0.995, data_time: 0.138, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.6636 2020-09-13 16:45:09,416 - mmaction - INFO - Epoch [32][2640/2640] lr: 1.000e-03, eta: 14:52:51, time: 0.820, data_time: 0.008, memory: 7069, top1_acc: 0.6581, top5_acc: 0.8710, loss_cls: 1.3244, loss: 1.3244, grad_norm: 9.1808 2020-09-13 16:45:22,890 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-09-13 16:51:44,531 - mmaction - INFO - Epoch [33][20/2640] lr: 1.000e-03, eta: 14:55:49, time: 18.973, data_time: 18.022, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8977, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.7538 2020-09-13 16:52:04,945 - mmaction - INFO - Epoch [33][40/2640] lr: 1.000e-03, eta: 14:55:25, time: 1.025, data_time: 0.128, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.9639 2020-09-13 16:52:23,855 - mmaction - INFO - Epoch [33][60/2640] lr: 1.000e-03, eta: 14:55:00, time: 0.951, data_time: 0.014, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.2488, loss: 1.2488, grad_norm: 8.9786 2020-09-13 16:52:44,644 - mmaction - INFO - Epoch [33][80/2640] lr: 1.000e-03, eta: 14:54:36, time: 1.038, data_time: 0.059, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.2923, loss: 1.2923, grad_norm: 9.0879 2020-09-13 16:53:03,901 - mmaction - INFO - Epoch [33][100/2640] lr: 1.000e-03, eta: 14:54:12, time: 0.959, data_time: 0.069, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.8993 2020-09-13 16:53:22,764 - mmaction - INFO - Epoch [33][120/2640] lr: 1.000e-03, eta: 14:53:47, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3077, loss: 1.3077, grad_norm: 9.0321 2020-09-13 16:53:42,769 - mmaction - INFO - Epoch [33][140/2640] lr: 1.000e-03, eta: 14:53:23, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8891, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.9619 2020-09-13 16:54:01,079 - mmaction - INFO - Epoch [33][160/2640] lr: 1.000e-03, eta: 14:52:58, time: 0.916, data_time: 0.178, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2405, loss: 1.2405, grad_norm: 8.6033 2020-09-13 16:54:21,395 - mmaction - INFO - Epoch [33][180/2640] lr: 1.000e-03, eta: 14:52:34, time: 1.016, data_time: 0.312, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.0514 2020-09-13 16:54:40,861 - mmaction - INFO - Epoch [33][200/2640] lr: 1.000e-03, eta: 14:52:10, time: 0.974, data_time: 0.215, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.8668 2020-09-13 16:55:00,733 - mmaction - INFO - Epoch [33][220/2640] lr: 1.000e-03, eta: 14:51:46, time: 0.993, data_time: 0.340, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.9019 2020-09-13 16:55:20,291 - mmaction - INFO - Epoch [33][240/2640] lr: 1.000e-03, eta: 14:51:21, time: 0.979, data_time: 0.045, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8797, loss_cls: 1.2887, loss: 1.2887, grad_norm: 9.5529 2020-09-13 16:55:40,930 - mmaction - INFO - Epoch [33][260/2640] lr: 1.000e-03, eta: 14:50:57, time: 1.026, data_time: 0.005, memory: 7069, top1_acc: 0.6742, top5_acc: 0.9000, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.7683 2020-09-13 16:56:01,228 - mmaction - INFO - Epoch [33][280/2640] lr: 1.000e-03, eta: 14:50:34, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8844, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.0689 2020-09-13 16:56:18,277 - mmaction - INFO - Epoch [33][300/2640] lr: 1.000e-03, eta: 14:50:08, time: 0.852, data_time: 0.002, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8953, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.1432 2020-09-13 16:56:39,118 - mmaction - INFO - Epoch [33][320/2640] lr: 1.000e-03, eta: 14:49:44, time: 1.039, data_time: 0.027, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.0034 2020-09-13 16:56:58,967 - mmaction - INFO - Epoch [33][340/2640] lr: 1.000e-03, eta: 14:49:20, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8953, loss_cls: 1.1984, loss: 1.1984, grad_norm: 8.7614 2020-09-13 16:57:18,361 - mmaction - INFO - Epoch [33][360/2640] lr: 1.000e-03, eta: 14:48:56, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8898, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.0191 2020-09-13 16:57:38,212 - mmaction - INFO - Epoch [33][380/2640] lr: 1.000e-03, eta: 14:48:32, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.1005 2020-09-13 16:57:56,436 - mmaction - INFO - Epoch [33][400/2640] lr: 1.000e-03, eta: 14:48:06, time: 0.906, data_time: 0.161, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.0241 2020-09-13 16:58:16,281 - mmaction - INFO - Epoch [33][420/2640] lr: 1.000e-03, eta: 14:47:42, time: 0.997, data_time: 0.287, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8703, loss_cls: 1.3117, loss: 1.3117, grad_norm: 9.5339 2020-09-13 16:58:36,300 - mmaction - INFO - Epoch [33][440/2640] lr: 1.000e-03, eta: 14:47:18, time: 0.999, data_time: 0.123, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.2842, loss: 1.2842, grad_norm: 9.0697 2020-09-13 16:58:56,266 - mmaction - INFO - Epoch [33][460/2640] lr: 1.000e-03, eta: 14:46:54, time: 1.000, data_time: 0.004, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.9821 2020-09-13 16:59:15,806 - mmaction - INFO - Epoch [33][480/2640] lr: 1.000e-03, eta: 14:46:30, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.2442 2020-09-13 16:59:35,765 - mmaction - INFO - Epoch [33][500/2640] lr: 1.000e-03, eta: 14:46:06, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8789, loss_cls: 1.2366, loss: 1.2366, grad_norm: 8.8979 2020-09-13 16:59:54,711 - mmaction - INFO - Epoch [33][520/2640] lr: 1.000e-03, eta: 14:45:41, time: 0.944, data_time: 0.137, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8875, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.9839 2020-09-13 17:00:13,256 - mmaction - INFO - Epoch [33][540/2640] lr: 1.000e-03, eta: 14:45:16, time: 0.915, data_time: 0.245, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8930, loss_cls: 1.2056, loss: 1.2056, grad_norm: 8.8378 2020-09-13 17:00:35,077 - mmaction - INFO - Epoch [33][560/2640] lr: 1.000e-03, eta: 14:44:53, time: 1.099, data_time: 0.441, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2019, loss: 1.2019, grad_norm: 8.8318 2020-09-13 17:00:55,466 - mmaction - INFO - Epoch [33][580/2640] lr: 1.000e-03, eta: 14:44:29, time: 1.026, data_time: 0.436, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8742, loss_cls: 1.2524, loss: 1.2524, grad_norm: 9.1673 2020-09-13 17:01:14,750 - mmaction - INFO - Epoch [33][600/2640] lr: 1.000e-03, eta: 14:44:05, time: 0.960, data_time: 0.362, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8742, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.8706 2020-09-13 17:01:34,686 - mmaction - INFO - Epoch [33][620/2640] lr: 1.000e-03, eta: 14:43:41, time: 1.001, data_time: 0.403, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.2831, loss: 1.2831, grad_norm: 9.3526 2020-09-13 17:01:53,260 - mmaction - INFO - Epoch [33][640/2640] lr: 1.000e-03, eta: 14:43:16, time: 0.928, data_time: 0.271, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8742, loss_cls: 1.3108, loss: 1.3108, grad_norm: 9.1793 2020-09-13 17:02:12,372 - mmaction - INFO - Epoch [33][660/2640] lr: 1.000e-03, eta: 14:42:52, time: 0.956, data_time: 0.212, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3521, loss: 1.3521, grad_norm: 9.6283 2020-09-13 17:02:32,536 - mmaction - INFO - Epoch [33][680/2640] lr: 1.000e-03, eta: 14:42:28, time: 1.003, data_time: 0.346, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8695, loss_cls: 1.3117, loss: 1.3117, grad_norm: 9.3204 2020-09-13 17:02:51,553 - mmaction - INFO - Epoch [33][700/2640] lr: 1.000e-03, eta: 14:42:03, time: 0.955, data_time: 0.076, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3210, loss: 1.3210, grad_norm: 9.2868 2020-09-13 17:03:10,919 - mmaction - INFO - Epoch [33][720/2640] lr: 1.000e-03, eta: 14:41:39, time: 0.965, data_time: 0.018, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2323, loss: 1.2323, grad_norm: 8.8767 2020-09-13 17:03:29,791 - mmaction - INFO - Epoch [33][740/2640] lr: 1.000e-03, eta: 14:41:14, time: 0.947, data_time: 0.021, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8742, loss_cls: 1.2665, loss: 1.2665, grad_norm: 9.0271 2020-09-13 17:03:49,600 - mmaction - INFO - Epoch [33][760/2640] lr: 1.000e-03, eta: 14:40:50, time: 0.985, data_time: 0.039, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.0791 2020-09-13 17:04:10,699 - mmaction - INFO - Epoch [33][780/2640] lr: 1.000e-03, eta: 14:40:26, time: 1.061, data_time: 0.201, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.6459 2020-09-13 17:04:30,184 - mmaction - INFO - Epoch [33][800/2640] lr: 1.000e-03, eta: 14:40:02, time: 0.975, data_time: 0.380, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8805, loss_cls: 1.2694, loss: 1.2694, grad_norm: 9.0204 2020-09-13 17:04:48,466 - mmaction - INFO - Epoch [33][820/2640] lr: 1.000e-03, eta: 14:39:37, time: 0.909, data_time: 0.245, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3467, loss: 1.3467, grad_norm: 9.5448 2020-09-13 17:05:08,168 - mmaction - INFO - Epoch [33][840/2640] lr: 1.000e-03, eta: 14:39:13, time: 0.991, data_time: 0.087, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3220, loss: 1.3220, grad_norm: 9.5832 2020-09-13 17:05:27,745 - mmaction - INFO - Epoch [33][860/2640] lr: 1.000e-03, eta: 14:38:49, time: 0.976, data_time: 0.072, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8820, loss_cls: 1.2855, loss: 1.2855, grad_norm: 9.1981 2020-09-13 17:05:47,402 - mmaction - INFO - Epoch [33][880/2640] lr: 1.000e-03, eta: 14:38:24, time: 0.985, data_time: 0.112, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.0793 2020-09-13 17:06:06,825 - mmaction - INFO - Epoch [33][900/2640] lr: 1.000e-03, eta: 14:38:00, time: 0.965, data_time: 0.004, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8797, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.8393 2020-09-13 17:06:25,755 - mmaction - INFO - Epoch [33][920/2640] lr: 1.000e-03, eta: 14:37:35, time: 0.952, data_time: 0.009, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3059, loss: 1.3059, grad_norm: 9.0782 2020-09-13 17:06:46,021 - mmaction - INFO - Epoch [33][940/2640] lr: 1.000e-03, eta: 14:37:12, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8789, loss_cls: 1.2755, loss: 1.2755, grad_norm: 9.3036 2020-09-13 17:07:05,462 - mmaction - INFO - Epoch [33][960/2640] lr: 1.000e-03, eta: 14:36:47, time: 0.980, data_time: 0.011, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.7610 2020-09-13 17:07:25,316 - mmaction - INFO - Epoch [33][980/2640] lr: 1.000e-03, eta: 14:36:23, time: 0.989, data_time: 0.006, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8781, loss_cls: 1.2428, loss: 1.2428, grad_norm: 8.9609 2020-09-13 17:07:44,067 - mmaction - INFO - Epoch [33][1000/2640] lr: 1.000e-03, eta: 14:35:58, time: 0.940, data_time: 0.007, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8805, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.1144 2020-09-13 17:08:04,343 - mmaction - INFO - Epoch [33][1020/2640] lr: 1.000e-03, eta: 14:35:35, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8844, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.4684 2020-09-13 17:08:24,245 - mmaction - INFO - Epoch [33][1040/2640] lr: 1.000e-03, eta: 14:35:11, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8852, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.2400 2020-09-13 17:08:43,697 - mmaction - INFO - Epoch [33][1060/2640] lr: 1.000e-03, eta: 14:34:46, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.9535 2020-09-13 17:09:03,259 - mmaction - INFO - Epoch [33][1080/2640] lr: 1.000e-03, eta: 14:34:22, time: 0.983, data_time: 0.009, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.9476 2020-09-13 17:09:23,539 - mmaction - INFO - Epoch [33][1100/2640] lr: 1.000e-03, eta: 14:33:58, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.2751, loss: 1.2751, grad_norm: 9.3472 2020-09-13 17:09:42,279 - mmaction - INFO - Epoch [33][1120/2640] lr: 1.000e-03, eta: 14:33:34, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.9366 2020-09-13 17:10:01,932 - mmaction - INFO - Epoch [33][1140/2640] lr: 1.000e-03, eta: 14:33:09, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.9845 2020-09-13 17:10:21,514 - mmaction - INFO - Epoch [33][1160/2640] lr: 1.000e-03, eta: 14:32:45, time: 0.979, data_time: 0.004, memory: 7069, top1_acc: 0.6469, top5_acc: 0.8680, loss_cls: 1.3336, loss: 1.3336, grad_norm: 9.5766 2020-09-13 17:10:41,479 - mmaction - INFO - Epoch [33][1180/2640] lr: 1.000e-03, eta: 14:32:21, time: 0.998, data_time: 0.012, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8945, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.0224 2020-09-13 17:11:00,713 - mmaction - INFO - Epoch [33][1200/2640] lr: 1.000e-03, eta: 14:31:57, time: 0.961, data_time: 0.217, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3253, loss: 1.3253, grad_norm: 9.0794 2020-09-13 17:11:20,406 - mmaction - INFO - Epoch [33][1220/2640] lr: 1.000e-03, eta: 14:31:32, time: 0.980, data_time: 0.287, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8766, loss_cls: 1.2747, loss: 1.2747, grad_norm: 9.0463 2020-09-13 17:11:40,534 - mmaction - INFO - Epoch [33][1240/2640] lr: 1.000e-03, eta: 14:31:09, time: 1.012, data_time: 0.233, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.3564, loss: 1.3564, grad_norm: 9.5348 2020-09-13 17:12:00,901 - mmaction - INFO - Epoch [33][1260/2640] lr: 1.000e-03, eta: 14:30:45, time: 1.015, data_time: 0.172, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2849, loss: 1.2849, grad_norm: 9.1953 2020-09-13 17:12:19,995 - mmaction - INFO - Epoch [33][1280/2640] lr: 1.000e-03, eta: 14:30:20, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8852, loss_cls: 1.2361, loss: 1.2361, grad_norm: 9.1300 2020-09-13 17:12:39,687 - mmaction - INFO - Epoch [33][1300/2640] lr: 1.000e-03, eta: 14:29:56, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8836, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.1170 2020-09-13 17:13:00,405 - mmaction - INFO - Epoch [33][1320/2640] lr: 1.000e-03, eta: 14:29:33, time: 1.033, data_time: 0.020, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3328, loss: 1.3328, grad_norm: 9.1903 2020-09-13 17:13:19,600 - mmaction - INFO - Epoch [33][1340/2640] lr: 1.000e-03, eta: 14:29:08, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8711, loss_cls: 1.3086, loss: 1.3086, grad_norm: 9.2623 2020-09-13 17:13:38,544 - mmaction - INFO - Epoch [33][1360/2640] lr: 1.000e-03, eta: 14:28:44, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8820, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.9656 2020-09-13 17:13:58,119 - mmaction - INFO - Epoch [33][1380/2640] lr: 1.000e-03, eta: 14:28:19, time: 0.981, data_time: 0.005, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8812, loss_cls: 1.2684, loss: 1.2684, grad_norm: 9.1701 2020-09-13 17:14:17,639 - mmaction - INFO - Epoch [33][1400/2640] lr: 1.000e-03, eta: 14:27:55, time: 0.975, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.8329 2020-09-13 17:14:35,889 - mmaction - INFO - Epoch [33][1420/2640] lr: 1.000e-03, eta: 14:27:30, time: 0.913, data_time: 0.003, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1996, loss: 1.1996, grad_norm: 8.8726 2020-09-13 17:14:54,514 - mmaction - INFO - Epoch [33][1440/2640] lr: 1.000e-03, eta: 14:27:06, time: 0.929, data_time: 0.006, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.8419 2020-09-13 17:15:14,938 - mmaction - INFO - Epoch [33][1460/2640] lr: 1.000e-03, eta: 14:26:42, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8859, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.3197 2020-09-13 17:15:34,257 - mmaction - INFO - Epoch [33][1480/2640] lr: 1.000e-03, eta: 14:26:18, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8852, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.0277 2020-09-13 17:15:53,174 - mmaction - INFO - Epoch [33][1500/2640] lr: 1.000e-03, eta: 14:25:53, time: 0.947, data_time: 0.044, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3175, loss: 1.3175, grad_norm: 9.4089 2020-09-13 17:16:11,981 - mmaction - INFO - Epoch [33][1520/2640] lr: 1.000e-03, eta: 14:25:28, time: 0.935, data_time: 0.049, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8820, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.0779 2020-09-13 17:16:31,924 - mmaction - INFO - Epoch [33][1540/2640] lr: 1.000e-03, eta: 14:25:04, time: 1.002, data_time: 0.086, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.2971, loss: 1.2971, grad_norm: 9.2198 2020-09-13 17:16:50,767 - mmaction - INFO - Epoch [33][1560/2640] lr: 1.000e-03, eta: 14:24:40, time: 0.937, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8617, loss_cls: 1.3179, loss: 1.3179, grad_norm: 9.0244 2020-09-13 17:17:11,446 - mmaction - INFO - Epoch [33][1580/2640] lr: 1.000e-03, eta: 14:24:16, time: 1.038, data_time: 0.008, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2837, loss: 1.2837, grad_norm: 9.3402 2020-09-13 17:17:31,981 - mmaction - INFO - Epoch [33][1600/2640] lr: 1.000e-03, eta: 14:23:53, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2416, loss: 1.2416, grad_norm: 9.1204 2020-09-13 17:17:50,157 - mmaction - INFO - Epoch [33][1620/2640] lr: 1.000e-03, eta: 14:23:28, time: 0.911, data_time: 0.113, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8867, loss_cls: 1.2784, loss: 1.2784, grad_norm: 9.1799 2020-09-13 17:18:09,392 - mmaction - INFO - Epoch [33][1640/2640] lr: 1.000e-03, eta: 14:23:03, time: 0.957, data_time: 0.329, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.1843, loss: 1.1843, grad_norm: 8.7019 2020-09-13 17:18:30,787 - mmaction - INFO - Epoch [33][1660/2640] lr: 1.000e-03, eta: 14:22:40, time: 1.075, data_time: 0.099, memory: 7069, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.3732, loss: 1.3732, grad_norm: 9.6654 2020-09-13 17:18:48,790 - mmaction - INFO - Epoch [33][1680/2640] lr: 1.000e-03, eta: 14:22:15, time: 0.895, data_time: 0.005, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.2948, loss: 1.2948, grad_norm: 9.2279 2020-09-13 17:19:08,131 - mmaction - INFO - Epoch [33][1700/2640] lr: 1.000e-03, eta: 14:21:51, time: 0.973, data_time: 0.021, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2729, loss: 1.2729, grad_norm: 9.3625 2020-09-13 17:19:26,624 - mmaction - INFO - Epoch [33][1720/2640] lr: 1.000e-03, eta: 14:21:26, time: 0.924, data_time: 0.006, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.0633 2020-09-13 17:19:46,316 - mmaction - INFO - Epoch [33][1740/2640] lr: 1.000e-03, eta: 14:21:02, time: 0.984, data_time: 0.050, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2618, loss: 1.2618, grad_norm: 9.2083 2020-09-13 17:20:05,116 - mmaction - INFO - Epoch [33][1760/2640] lr: 1.000e-03, eta: 14:20:37, time: 0.941, data_time: 0.085, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8867, loss_cls: 1.2645, loss: 1.2645, grad_norm: 9.0545 2020-09-13 17:20:25,851 - mmaction - INFO - Epoch [33][1780/2640] lr: 1.000e-03, eta: 14:20:14, time: 1.037, data_time: 0.029, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2389, loss: 1.2389, grad_norm: 9.0408 2020-09-13 17:20:44,515 - mmaction - INFO - Epoch [33][1800/2640] lr: 1.000e-03, eta: 14:19:49, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3158, loss: 1.3158, grad_norm: 9.1929 2020-09-13 17:21:05,189 - mmaction - INFO - Epoch [33][1820/2640] lr: 1.000e-03, eta: 14:19:26, time: 1.039, data_time: 0.008, memory: 7069, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.3803, loss: 1.3803, grad_norm: 9.6079 2020-09-13 17:21:23,519 - mmaction - INFO - Epoch [33][1840/2640] lr: 1.000e-03, eta: 14:19:01, time: 0.911, data_time: 0.005, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.9065 2020-09-13 17:21:44,785 - mmaction - INFO - Epoch [33][1860/2640] lr: 1.000e-03, eta: 14:18:38, time: 1.068, data_time: 0.008, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2675, loss: 1.2675, grad_norm: 9.1192 2020-09-13 17:22:04,381 - mmaction - INFO - Epoch [33][1880/2640] lr: 1.000e-03, eta: 14:18:13, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3319, loss: 1.3319, grad_norm: 9.4384 2020-09-13 17:22:25,467 - mmaction - INFO - Epoch [33][1900/2640] lr: 1.000e-03, eta: 14:17:50, time: 1.054, data_time: 0.003, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.9146 2020-09-13 17:22:45,184 - mmaction - INFO - Epoch [33][1920/2640] lr: 1.000e-03, eta: 14:17:26, time: 0.982, data_time: 0.005, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8789, loss_cls: 1.3436, loss: 1.3436, grad_norm: 9.6793 2020-09-13 17:23:04,156 - mmaction - INFO - Epoch [33][1940/2640] lr: 1.000e-03, eta: 14:17:02, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.9546 2020-09-13 17:23:22,387 - mmaction - INFO - Epoch [33][1960/2640] lr: 1.000e-03, eta: 14:16:37, time: 0.909, data_time: 0.022, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8867, loss_cls: 1.2220, loss: 1.2220, grad_norm: 8.8822 2020-09-13 17:23:43,423 - mmaction - INFO - Epoch [33][1980/2640] lr: 1.000e-03, eta: 14:16:13, time: 1.055, data_time: 0.007, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8867, loss_cls: 1.2417, loss: 1.2417, grad_norm: 9.1015 2020-09-13 17:24:03,208 - mmaction - INFO - Epoch [33][2000/2640] lr: 1.000e-03, eta: 14:15:49, time: 0.985, data_time: 0.007, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.1162 2020-09-13 17:24:23,229 - mmaction - INFO - Epoch [33][2020/2640] lr: 1.000e-03, eta: 14:15:25, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.2690, loss: 1.2690, grad_norm: 9.0797 2020-09-13 17:24:40,756 - mmaction - INFO - Epoch [33][2040/2640] lr: 1.000e-03, eta: 14:15:00, time: 0.876, data_time: 0.044, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8727, loss_cls: 1.2903, loss: 1.2903, grad_norm: 9.4921 2020-09-13 17:25:01,787 - mmaction - INFO - Epoch [33][2060/2640] lr: 1.000e-03, eta: 14:14:37, time: 1.046, data_time: 0.415, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.2838, loss: 1.2838, grad_norm: 9.1239 2020-09-13 17:25:22,089 - mmaction - INFO - Epoch [33][2080/2640] lr: 1.000e-03, eta: 14:14:13, time: 1.020, data_time: 0.427, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8766, loss_cls: 1.2922, loss: 1.2922, grad_norm: 9.5395 2020-09-13 17:25:41,154 - mmaction - INFO - Epoch [33][2100/2640] lr: 1.000e-03, eta: 14:13:49, time: 0.947, data_time: 0.345, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1894, loss: 1.1894, grad_norm: 8.8990 2020-09-13 17:25:59,921 - mmaction - INFO - Epoch [33][2120/2640] lr: 1.000e-03, eta: 14:13:24, time: 0.944, data_time: 0.244, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2579, loss: 1.2579, grad_norm: 9.4631 2020-09-13 17:26:20,657 - mmaction - INFO - Epoch [33][2140/2640] lr: 1.000e-03, eta: 14:13:01, time: 1.033, data_time: 0.373, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2645, loss: 1.2645, grad_norm: 9.1847 2020-09-13 17:26:39,085 - mmaction - INFO - Epoch [33][2160/2640] lr: 1.000e-03, eta: 14:12:36, time: 0.925, data_time: 0.289, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8812, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.3224 2020-09-13 17:26:59,586 - mmaction - INFO - Epoch [33][2180/2640] lr: 1.000e-03, eta: 14:12:12, time: 1.023, data_time: 0.007, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8875, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.3383 2020-09-13 17:27:19,641 - mmaction - INFO - Epoch [33][2200/2640] lr: 1.000e-03, eta: 14:11:48, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2936, loss: 1.2936, grad_norm: 9.4367 2020-09-13 17:27:39,250 - mmaction - INFO - Epoch [33][2220/2640] lr: 1.000e-03, eta: 14:11:24, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.2933, loss: 1.2933, grad_norm: 9.4425 2020-09-13 17:27:58,020 - mmaction - INFO - Epoch [33][2240/2640] lr: 1.000e-03, eta: 14:11:00, time: 0.941, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8844, loss_cls: 1.2315, loss: 1.2315, grad_norm: 9.0201 2020-09-13 17:28:17,874 - mmaction - INFO - Epoch [33][2260/2640] lr: 1.000e-03, eta: 14:10:36, time: 0.988, data_time: 0.089, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8977, loss_cls: 1.1298, loss: 1.1298, grad_norm: 8.9038 2020-09-13 17:28:37,093 - mmaction - INFO - Epoch [33][2280/2640] lr: 1.000e-03, eta: 14:10:12, time: 0.966, data_time: 0.037, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8812, loss_cls: 1.2454, loss: 1.2454, grad_norm: 9.2386 2020-09-13 17:28:57,438 - mmaction - INFO - Epoch [33][2300/2640] lr: 1.000e-03, eta: 14:09:48, time: 1.014, data_time: 0.005, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8875, loss_cls: 1.2570, loss: 1.2570, grad_norm: 9.2677 2020-09-13 17:29:17,751 - mmaction - INFO - Epoch [33][2320/2640] lr: 1.000e-03, eta: 14:09:24, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8930, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.1633 2020-09-13 17:29:36,096 - mmaction - INFO - Epoch [33][2340/2640] lr: 1.000e-03, eta: 14:08:59, time: 0.916, data_time: 0.007, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.2965, loss: 1.2965, grad_norm: 9.6777 2020-09-13 17:29:54,995 - mmaction - INFO - Epoch [33][2360/2640] lr: 1.000e-03, eta: 14:08:35, time: 0.945, data_time: 0.003, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8820, loss_cls: 1.2795, loss: 1.2795, grad_norm: 9.1929 2020-09-13 17:30:14,232 - mmaction - INFO - Epoch [33][2380/2640] lr: 1.000e-03, eta: 14:08:11, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3117, loss: 1.3117, grad_norm: 9.3999 2020-09-13 17:30:34,151 - mmaction - INFO - Epoch [33][2400/2640] lr: 1.000e-03, eta: 14:07:47, time: 0.997, data_time: 0.063, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8953, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.8071 2020-09-13 17:30:53,465 - mmaction - INFO - Epoch [33][2420/2640] lr: 1.000e-03, eta: 14:07:23, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3025, loss: 1.3025, grad_norm: 9.2342 2020-09-13 17:31:13,921 - mmaction - INFO - Epoch [33][2440/2640] lr: 1.000e-03, eta: 14:06:59, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8891, loss_cls: 1.2237, loss: 1.2237, grad_norm: 9.1890 2020-09-13 17:31:32,770 - mmaction - INFO - Epoch [33][2460/2640] lr: 1.000e-03, eta: 14:06:34, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8719, loss_cls: 1.3244, loss: 1.3244, grad_norm: 9.8658 2020-09-13 17:31:51,958 - mmaction - INFO - Epoch [33][2480/2640] lr: 1.000e-03, eta: 14:06:10, time: 0.964, data_time: 0.009, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8805, loss_cls: 1.3040, loss: 1.3040, grad_norm: 9.3589 2020-09-13 17:32:11,599 - mmaction - INFO - Epoch [33][2500/2640] lr: 1.000e-03, eta: 14:05:46, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.2701 2020-09-13 17:32:30,483 - mmaction - INFO - Epoch [33][2520/2640] lr: 1.000e-03, eta: 14:05:22, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.2633, loss: 1.2633, grad_norm: 9.1845 2020-09-13 17:32:51,569 - mmaction - INFO - Epoch [33][2540/2640] lr: 1.000e-03, eta: 14:04:58, time: 1.055, data_time: 0.003, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8875, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.2420 2020-09-13 17:33:11,088 - mmaction - INFO - Epoch [33][2560/2640] lr: 1.000e-03, eta: 14:04:34, time: 0.976, data_time: 0.004, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8797, loss_cls: 1.2587, loss: 1.2587, grad_norm: 9.1899 2020-09-13 17:33:30,758 - mmaction - INFO - Epoch [33][2580/2640] lr: 1.000e-03, eta: 14:04:10, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2670, loss: 1.2670, grad_norm: 9.2576 2020-09-13 17:33:49,920 - mmaction - INFO - Epoch [33][2600/2640] lr: 1.000e-03, eta: 14:03:46, time: 0.963, data_time: 0.009, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8828, loss_cls: 1.2345, loss: 1.2345, grad_norm: 8.8859 2020-09-13 17:34:08,855 - mmaction - INFO - Epoch [33][2620/2640] lr: 1.000e-03, eta: 14:03:22, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2535, loss: 1.2535, grad_norm: 9.1781 2020-09-13 17:34:25,396 - mmaction - INFO - Epoch [33][2640/2640] lr: 1.000e-03, eta: 14:02:56, time: 0.832, data_time: 0.008, memory: 7069, top1_acc: 0.6919, top5_acc: 0.8726, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.2410 2020-09-13 17:34:40,457 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-09-13 17:40:55,027 - mmaction - INFO - Epoch [34][20/2640] lr: 1.000e-03, eta: 14:05:34, time: 18.656, data_time: 17.680, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8727, loss_cls: 1.2859, loss: 1.2859, grad_norm: 9.2526 2020-09-13 17:41:15,990 - mmaction - INFO - Epoch [34][40/2640] lr: 1.000e-03, eta: 14:05:11, time: 1.053, data_time: 0.018, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8922, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.9730 2020-09-13 17:41:36,388 - mmaction - INFO - Epoch [34][60/2640] lr: 1.000e-03, eta: 14:04:47, time: 1.026, data_time: 0.082, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8773, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.9439 2020-09-13 17:41:55,696 - mmaction - INFO - Epoch [34][80/2640] lr: 1.000e-03, eta: 14:04:23, time: 0.966, data_time: 0.119, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.2740, loss: 1.2740, grad_norm: 9.2318 2020-09-13 17:42:15,742 - mmaction - INFO - Epoch [34][100/2640] lr: 1.000e-03, eta: 14:03:59, time: 1.001, data_time: 0.425, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8930, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.4773 2020-09-13 17:42:34,770 - mmaction - INFO - Epoch [34][120/2640] lr: 1.000e-03, eta: 14:03:34, time: 0.948, data_time: 0.360, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.9107 2020-09-13 17:42:52,631 - mmaction - INFO - Epoch [34][140/2640] lr: 1.000e-03, eta: 14:03:09, time: 0.896, data_time: 0.163, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.0656 2020-09-13 17:43:12,292 - mmaction - INFO - Epoch [34][160/2640] lr: 1.000e-03, eta: 14:02:45, time: 0.979, data_time: 0.319, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.1590 2020-09-13 17:43:31,225 - mmaction - INFO - Epoch [34][180/2640] lr: 1.000e-03, eta: 14:02:20, time: 0.951, data_time: 0.226, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.0974 2020-09-13 17:43:51,869 - mmaction - INFO - Epoch [34][200/2640] lr: 1.000e-03, eta: 14:01:57, time: 1.031, data_time: 0.077, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2459, loss: 1.2459, grad_norm: 9.1683 2020-09-13 17:44:12,156 - mmaction - INFO - Epoch [34][220/2640] lr: 1.000e-03, eta: 14:01:33, time: 1.016, data_time: 0.004, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8758, loss_cls: 1.2884, loss: 1.2884, grad_norm: 9.4906 2020-09-13 17:44:31,873 - mmaction - INFO - Epoch [34][240/2640] lr: 1.000e-03, eta: 14:01:09, time: 0.982, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.4550 2020-09-13 17:44:51,384 - mmaction - INFO - Epoch [34][260/2640] lr: 1.000e-03, eta: 14:00:45, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2266, loss: 1.2266, grad_norm: 9.0865 2020-09-13 17:45:10,657 - mmaction - INFO - Epoch [34][280/2640] lr: 1.000e-03, eta: 14:00:20, time: 0.962, data_time: 0.004, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.0504 2020-09-13 17:45:29,046 - mmaction - INFO - Epoch [34][300/2640] lr: 1.000e-03, eta: 13:59:56, time: 0.922, data_time: 0.005, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.1065 2020-09-13 17:45:49,454 - mmaction - INFO - Epoch [34][320/2640] lr: 1.000e-03, eta: 13:59:32, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8859, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.2985 2020-09-13 17:46:07,960 - mmaction - INFO - Epoch [34][340/2640] lr: 1.000e-03, eta: 13:59:07, time: 0.930, data_time: 0.011, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2660, loss: 1.2660, grad_norm: 9.6550 2020-09-13 17:46:28,916 - mmaction - INFO - Epoch [34][360/2640] lr: 1.000e-03, eta: 13:58:44, time: 1.045, data_time: 0.007, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8883, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.2637 2020-09-13 17:46:48,023 - mmaction - INFO - Epoch [34][380/2640] lr: 1.000e-03, eta: 13:58:19, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8805, loss_cls: 1.2430, loss: 1.2430, grad_norm: 9.1774 2020-09-13 17:47:07,920 - mmaction - INFO - Epoch [34][400/2640] lr: 1.000e-03, eta: 13:57:55, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8805, loss_cls: 1.2913, loss: 1.2913, grad_norm: 9.4180 2020-09-13 17:47:28,126 - mmaction - INFO - Epoch [34][420/2640] lr: 1.000e-03, eta: 13:57:32, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8883, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1172 2020-09-13 17:47:46,930 - mmaction - INFO - Epoch [34][440/2640] lr: 1.000e-03, eta: 13:57:07, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8820, loss_cls: 1.2511, loss: 1.2511, grad_norm: 9.4090 2020-09-13 17:48:05,359 - mmaction - INFO - Epoch [34][460/2640] lr: 1.000e-03, eta: 13:56:42, time: 0.922, data_time: 0.004, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.0398 2020-09-13 17:48:24,869 - mmaction - INFO - Epoch [34][480/2640] lr: 1.000e-03, eta: 13:56:18, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.7047, top5_acc: 0.9062, loss_cls: 1.1286, loss: 1.1286, grad_norm: 8.9781 2020-09-13 17:48:45,523 - mmaction - INFO - Epoch [34][500/2640] lr: 1.000e-03, eta: 13:55:55, time: 1.039, data_time: 0.081, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8836, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.5744 2020-09-13 17:49:05,536 - mmaction - INFO - Epoch [34][520/2640] lr: 1.000e-03, eta: 13:55:31, time: 0.996, data_time: 0.016, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.2909 2020-09-13 17:49:25,406 - mmaction - INFO - Epoch [34][540/2640] lr: 1.000e-03, eta: 13:55:07, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2923, loss: 1.2923, grad_norm: 9.5119 2020-09-13 17:49:45,337 - mmaction - INFO - Epoch [34][560/2640] lr: 1.000e-03, eta: 13:54:43, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.2729, loss: 1.2729, grad_norm: 9.0278 2020-09-13 17:50:03,840 - mmaction - INFO - Epoch [34][580/2640] lr: 1.000e-03, eta: 13:54:18, time: 0.931, data_time: 0.009, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8883, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.0146 2020-09-13 17:50:22,738 - mmaction - INFO - Epoch [34][600/2640] lr: 1.000e-03, eta: 13:53:54, time: 0.944, data_time: 0.002, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8852, loss_cls: 1.2555, loss: 1.2555, grad_norm: 9.5039 2020-09-13 17:50:42,286 - mmaction - INFO - Epoch [34][620/2640] lr: 1.000e-03, eta: 13:53:29, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.2572, loss: 1.2572, grad_norm: 9.0855 2020-09-13 17:51:01,993 - mmaction - INFO - Epoch [34][640/2640] lr: 1.000e-03, eta: 13:53:05, time: 0.979, data_time: 0.005, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2591, loss: 1.2591, grad_norm: 9.4974 2020-09-13 17:51:21,526 - mmaction - INFO - Epoch [34][660/2640] lr: 1.000e-03, eta: 13:52:41, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8828, loss_cls: 1.2561, loss: 1.2561, grad_norm: 9.5744 2020-09-13 17:51:40,644 - mmaction - INFO - Epoch [34][680/2640] lr: 1.000e-03, eta: 13:52:17, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.1737, loss: 1.1737, grad_norm: 8.9158 2020-09-13 17:52:01,319 - mmaction - INFO - Epoch [34][700/2640] lr: 1.000e-03, eta: 13:51:53, time: 1.040, data_time: 0.009, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.0514 2020-09-13 17:52:20,395 - mmaction - INFO - Epoch [34][720/2640] lr: 1.000e-03, eta: 13:51:29, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8797, loss_cls: 1.2643, loss: 1.2643, grad_norm: 9.6716 2020-09-13 17:52:40,524 - mmaction - INFO - Epoch [34][740/2640] lr: 1.000e-03, eta: 13:51:05, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8781, loss_cls: 1.2817, loss: 1.2817, grad_norm: 9.6778 2020-09-13 17:53:00,373 - mmaction - INFO - Epoch [34][760/2640] lr: 1.000e-03, eta: 13:50:41, time: 0.992, data_time: 0.002, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8742, loss_cls: 1.2435, loss: 1.2435, grad_norm: 9.1857 2020-09-13 17:53:20,212 - mmaction - INFO - Epoch [34][780/2640] lr: 1.000e-03, eta: 13:50:17, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.0016 2020-09-13 17:53:38,489 - mmaction - INFO - Epoch [34][800/2640] lr: 1.000e-03, eta: 13:49:52, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2265, loss: 1.2265, grad_norm: 9.1468 2020-09-13 17:53:57,256 - mmaction - INFO - Epoch [34][820/2640] lr: 1.000e-03, eta: 13:49:28, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2335, loss: 1.2335, grad_norm: 9.2294 2020-09-13 17:54:16,933 - mmaction - INFO - Epoch [34][840/2640] lr: 1.000e-03, eta: 13:49:04, time: 0.986, data_time: 0.008, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8742, loss_cls: 1.3013, loss: 1.3013, grad_norm: 9.8248 2020-09-13 17:54:36,659 - mmaction - INFO - Epoch [34][860/2640] lr: 1.000e-03, eta: 13:48:40, time: 0.987, data_time: 0.004, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8828, loss_cls: 1.2651, loss: 1.2651, grad_norm: 9.7446 2020-09-13 17:54:55,655 - mmaction - INFO - Epoch [34][880/2640] lr: 1.000e-03, eta: 13:48:15, time: 0.944, data_time: 0.021, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.5191 2020-09-13 17:55:15,969 - mmaction - INFO - Epoch [34][900/2640] lr: 1.000e-03, eta: 13:47:52, time: 1.022, data_time: 0.010, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8797, loss_cls: 1.2987, loss: 1.2987, grad_norm: 9.8502 2020-09-13 17:55:35,167 - mmaction - INFO - Epoch [34][920/2640] lr: 1.000e-03, eta: 13:47:27, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8883, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.5040 2020-09-13 17:55:54,900 - mmaction - INFO - Epoch [34][940/2640] lr: 1.000e-03, eta: 13:47:03, time: 0.991, data_time: 0.009, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.4186 2020-09-13 17:56:15,195 - mmaction - INFO - Epoch [34][960/2640] lr: 1.000e-03, eta: 13:46:40, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8914, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.5412 2020-09-13 17:56:33,305 - mmaction - INFO - Epoch [34][980/2640] lr: 1.000e-03, eta: 13:46:15, time: 0.908, data_time: 0.008, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2230, loss: 1.2230, grad_norm: 9.4771 2020-09-13 17:56:52,455 - mmaction - INFO - Epoch [34][1000/2640] lr: 1.000e-03, eta: 13:45:51, time: 0.953, data_time: 0.007, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.1929, loss: 1.1929, grad_norm: 9.2418 2020-09-13 17:57:12,990 - mmaction - INFO - Epoch [34][1020/2640] lr: 1.000e-03, eta: 13:45:27, time: 1.031, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8883, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.3546 2020-09-13 17:57:30,936 - mmaction - INFO - Epoch [34][1040/2640] lr: 1.000e-03, eta: 13:45:02, time: 0.896, data_time: 0.008, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8812, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.1320 2020-09-13 17:57:50,773 - mmaction - INFO - Epoch [34][1060/2640] lr: 1.000e-03, eta: 13:44:38, time: 0.993, data_time: 0.004, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.1187 2020-09-13 17:58:09,862 - mmaction - INFO - Epoch [34][1080/2640] lr: 1.000e-03, eta: 13:44:14, time: 0.948, data_time: 0.006, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8750, loss_cls: 1.3278, loss: 1.3278, grad_norm: 9.7200 2020-09-13 17:58:28,974 - mmaction - INFO - Epoch [34][1100/2640] lr: 1.000e-03, eta: 13:43:50, time: 0.961, data_time: 0.009, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2855, loss: 1.2855, grad_norm: 9.1916 2020-09-13 17:58:48,480 - mmaction - INFO - Epoch [34][1120/2640] lr: 1.000e-03, eta: 13:43:25, time: 0.976, data_time: 0.002, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8875, loss_cls: 1.2101, loss: 1.2101, grad_norm: 9.3544 2020-09-13 17:59:09,210 - mmaction - INFO - Epoch [34][1140/2640] lr: 1.000e-03, eta: 13:43:02, time: 1.033, data_time: 0.005, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2615, loss: 1.2615, grad_norm: 9.3955 2020-09-13 17:59:28,007 - mmaction - INFO - Epoch [34][1160/2640] lr: 1.000e-03, eta: 13:42:37, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.2676 2020-09-13 17:59:47,841 - mmaction - INFO - Epoch [34][1180/2640] lr: 1.000e-03, eta: 13:42:14, time: 0.992, data_time: 0.057, memory: 7069, top1_acc: 0.6445, top5_acc: 0.8695, loss_cls: 1.3243, loss: 1.3243, grad_norm: 9.6885 2020-09-13 18:00:08,720 - mmaction - INFO - Epoch [34][1200/2640] lr: 1.000e-03, eta: 13:41:50, time: 1.031, data_time: 0.043, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8789, loss_cls: 1.2670, loss: 1.2670, grad_norm: 9.1253 2020-09-13 18:00:27,766 - mmaction - INFO - Epoch [34][1220/2640] lr: 1.000e-03, eta: 13:41:26, time: 0.965, data_time: 0.028, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.3001, loss: 1.3001, grad_norm: 9.7723 2020-09-13 18:00:47,599 - mmaction - INFO - Epoch [34][1240/2640] lr: 1.000e-03, eta: 13:41:02, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.2948, loss: 1.2948, grad_norm: 9.4621 2020-09-13 18:01:07,202 - mmaction - INFO - Epoch [34][1260/2640] lr: 1.000e-03, eta: 13:40:38, time: 1.000, data_time: 0.029, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8812, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.3243 2020-09-13 18:01:26,284 - mmaction - INFO - Epoch [34][1280/2640] lr: 1.000e-03, eta: 13:40:13, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8781, loss_cls: 1.2514, loss: 1.2514, grad_norm: 9.4419 2020-09-13 18:01:46,254 - mmaction - INFO - Epoch [34][1300/2640] lr: 1.000e-03, eta: 13:39:50, time: 1.003, data_time: 0.025, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.2650, loss: 1.2650, grad_norm: 9.6073 2020-09-13 18:02:04,942 - mmaction - INFO - Epoch [34][1320/2640] lr: 1.000e-03, eta: 13:39:25, time: 0.934, data_time: 0.135, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8789, loss_cls: 1.2604, loss: 1.2604, grad_norm: 9.6905 2020-09-13 18:02:25,031 - mmaction - INFO - Epoch [34][1340/2640] lr: 1.000e-03, eta: 13:39:01, time: 1.005, data_time: 0.078, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8836, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.6184 2020-09-13 18:02:45,288 - mmaction - INFO - Epoch [34][1360/2640] lr: 1.000e-03, eta: 13:38:38, time: 1.008, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.2921, loss: 1.2921, grad_norm: 9.7822 2020-09-13 18:03:05,948 - mmaction - INFO - Epoch [34][1380/2640] lr: 1.000e-03, eta: 13:38:14, time: 1.038, data_time: 0.008, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.2960, loss: 1.2960, grad_norm: 9.5567 2020-09-13 18:03:23,800 - mmaction - INFO - Epoch [34][1400/2640] lr: 1.000e-03, eta: 13:37:49, time: 0.892, data_time: 0.004, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.2643, loss: 1.2643, grad_norm: 9.3645 2020-09-13 18:03:44,466 - mmaction - INFO - Epoch [34][1420/2640] lr: 1.000e-03, eta: 13:37:26, time: 1.029, data_time: 0.006, memory: 7069, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3032, loss: 1.3032, grad_norm: 9.6458 2020-09-13 18:04:02,998 - mmaction - INFO - Epoch [34][1440/2640] lr: 1.000e-03, eta: 13:37:01, time: 0.931, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8898, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.3902 2020-09-13 18:04:22,527 - mmaction - INFO - Epoch [34][1460/2640] lr: 1.000e-03, eta: 13:36:37, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8992, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.1000 2020-09-13 18:04:42,756 - mmaction - INFO - Epoch [34][1480/2640] lr: 1.000e-03, eta: 13:36:13, time: 1.011, data_time: 0.002, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8930, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.3748 2020-09-13 18:05:01,258 - mmaction - INFO - Epoch [34][1500/2640] lr: 1.000e-03, eta: 13:35:49, time: 0.925, data_time: 0.005, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8672, loss_cls: 1.3111, loss: 1.3111, grad_norm: 9.6359 2020-09-13 18:05:21,324 - mmaction - INFO - Epoch [34][1520/2640] lr: 1.000e-03, eta: 13:35:25, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3163, loss: 1.3163, grad_norm: 9.6901 2020-09-13 18:05:40,337 - mmaction - INFO - Epoch [34][1540/2640] lr: 1.000e-03, eta: 13:35:01, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8797, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.4488 2020-09-13 18:06:00,613 - mmaction - INFO - Epoch [34][1560/2640] lr: 1.000e-03, eta: 13:34:37, time: 1.011, data_time: 0.005, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8852, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.4664 2020-09-13 18:06:21,724 - mmaction - INFO - Epoch [34][1580/2640] lr: 1.000e-03, eta: 13:34:14, time: 1.058, data_time: 0.007, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.2833 2020-09-13 18:06:40,824 - mmaction - INFO - Epoch [34][1600/2640] lr: 1.000e-03, eta: 13:33:50, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.0555 2020-09-13 18:07:01,171 - mmaction - INFO - Epoch [34][1620/2640] lr: 1.000e-03, eta: 13:33:26, time: 1.017, data_time: 0.005, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2881, loss: 1.2881, grad_norm: 9.5153 2020-09-13 18:07:19,504 - mmaction - INFO - Epoch [34][1640/2640] lr: 1.000e-03, eta: 13:33:01, time: 0.915, data_time: 0.037, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8789, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.6616 2020-09-13 18:07:38,047 - mmaction - INFO - Epoch [34][1660/2640] lr: 1.000e-03, eta: 13:32:37, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1210, loss: 1.1210, grad_norm: 8.9831 2020-09-13 18:07:57,355 - mmaction - INFO - Epoch [34][1680/2640] lr: 1.000e-03, eta: 13:32:13, time: 0.963, data_time: 0.130, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8797, loss_cls: 1.2637, loss: 1.2637, grad_norm: 9.6691 2020-09-13 18:08:17,353 - mmaction - INFO - Epoch [34][1700/2640] lr: 1.000e-03, eta: 13:31:49, time: 1.001, data_time: 0.294, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8844, loss_cls: 1.2595, loss: 1.2595, grad_norm: 9.6698 2020-09-13 18:08:35,672 - mmaction - INFO - Epoch [34][1720/2640] lr: 1.000e-03, eta: 13:31:24, time: 0.917, data_time: 0.012, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.5240 2020-09-13 18:08:55,712 - mmaction - INFO - Epoch [34][1740/2640] lr: 1.000e-03, eta: 13:31:00, time: 1.003, data_time: 0.122, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.2725, loss: 1.2725, grad_norm: 9.4943 2020-09-13 18:09:15,939 - mmaction - INFO - Epoch [34][1760/2640] lr: 1.000e-03, eta: 13:30:37, time: 1.005, data_time: 0.012, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2535, loss: 1.2535, grad_norm: 9.7688 2020-09-13 18:09:35,821 - mmaction - INFO - Epoch [34][1780/2640] lr: 1.000e-03, eta: 13:30:13, time: 0.999, data_time: 0.009, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2004, loss: 1.2004, grad_norm: 9.5159 2020-09-13 18:09:54,825 - mmaction - INFO - Epoch [34][1800/2640] lr: 1.000e-03, eta: 13:29:49, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.2906, loss: 1.2906, grad_norm: 9.6401 2020-09-13 18:10:14,494 - mmaction - INFO - Epoch [34][1820/2640] lr: 1.000e-03, eta: 13:29:25, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3271, loss: 1.3271, grad_norm: 9.4280 2020-09-13 18:10:36,186 - mmaction - INFO - Epoch [34][1840/2640] lr: 1.000e-03, eta: 13:29:02, time: 1.082, data_time: 0.007, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8867, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.3008 2020-09-13 18:10:56,273 - mmaction - INFO - Epoch [34][1860/2640] lr: 1.000e-03, eta: 13:28:38, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.0823 2020-09-13 18:11:14,638 - mmaction - INFO - Epoch [34][1880/2640] lr: 1.000e-03, eta: 13:28:13, time: 0.915, data_time: 0.005, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.2653 2020-09-13 18:11:34,672 - mmaction - INFO - Epoch [34][1900/2640] lr: 1.000e-03, eta: 13:27:50, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8781, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.2473 2020-09-13 18:11:52,971 - mmaction - INFO - Epoch [34][1920/2640] lr: 1.000e-03, eta: 13:27:25, time: 0.914, data_time: 0.007, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.1868 2020-09-13 18:12:13,481 - mmaction - INFO - Epoch [34][1940/2640] lr: 1.000e-03, eta: 13:27:01, time: 1.026, data_time: 0.003, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.2285 2020-09-13 18:12:32,801 - mmaction - INFO - Epoch [34][1960/2640] lr: 1.000e-03, eta: 13:26:37, time: 0.966, data_time: 0.060, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2483, loss: 1.2483, grad_norm: 9.4384 2020-09-13 18:12:51,068 - mmaction - INFO - Epoch [34][1980/2640] lr: 1.000e-03, eta: 13:26:13, time: 0.910, data_time: 0.153, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.3553 2020-09-13 18:13:10,600 - mmaction - INFO - Epoch [34][2000/2640] lr: 1.000e-03, eta: 13:25:49, time: 0.980, data_time: 0.040, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2290, loss: 1.2290, grad_norm: 9.5687 2020-09-13 18:13:31,613 - mmaction - INFO - Epoch [34][2020/2640] lr: 1.000e-03, eta: 13:25:25, time: 1.046, data_time: 0.006, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8719, loss_cls: 1.3054, loss: 1.3054, grad_norm: 9.6242 2020-09-13 18:13:50,094 - mmaction - INFO - Epoch [34][2040/2640] lr: 1.000e-03, eta: 13:25:01, time: 0.928, data_time: 0.008, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2379, loss: 1.2379, grad_norm: 9.3241 2020-09-13 18:14:09,628 - mmaction - INFO - Epoch [34][2060/2640] lr: 1.000e-03, eta: 13:24:37, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8922, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.5004 2020-09-13 18:14:29,558 - mmaction - INFO - Epoch [34][2080/2640] lr: 1.000e-03, eta: 13:24:13, time: 0.996, data_time: 0.003, memory: 7069, top1_acc: 0.6891, top5_acc: 0.9023, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.5877 2020-09-13 18:14:48,673 - mmaction - INFO - Epoch [34][2100/2640] lr: 1.000e-03, eta: 13:23:49, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.2401, loss: 1.2401, grad_norm: 9.4438 2020-09-13 18:15:07,547 - mmaction - INFO - Epoch [34][2120/2640] lr: 1.000e-03, eta: 13:23:25, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8773, loss_cls: 1.2886, loss: 1.2886, grad_norm: 9.7116 2020-09-13 18:15:28,480 - mmaction - INFO - Epoch [34][2140/2640] lr: 1.000e-03, eta: 13:23:01, time: 1.047, data_time: 0.012, memory: 7069, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.3884, loss: 1.3884, grad_norm: 9.9610 2020-09-13 18:15:48,672 - mmaction - INFO - Epoch [34][2160/2640] lr: 1.000e-03, eta: 13:22:38, time: 1.009, data_time: 0.062, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2428, loss: 1.2428, grad_norm: 9.2582 2020-09-13 18:16:06,688 - mmaction - INFO - Epoch [34][2180/2640] lr: 1.000e-03, eta: 13:22:13, time: 0.901, data_time: 0.006, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8695, loss_cls: 1.3170, loss: 1.3170, grad_norm: 9.8807 2020-09-13 18:16:27,044 - mmaction - INFO - Epoch [34][2200/2640] lr: 1.000e-03, eta: 13:21:49, time: 1.017, data_time: 0.003, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8922, loss_cls: 1.1908, loss: 1.1908, grad_norm: 9.3696 2020-09-13 18:16:46,665 - mmaction - INFO - Epoch [34][2220/2640] lr: 1.000e-03, eta: 13:21:25, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.1301 2020-09-13 18:17:06,322 - mmaction - INFO - Epoch [34][2240/2640] lr: 1.000e-03, eta: 13:21:01, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.2220 2020-09-13 18:17:23,757 - mmaction - INFO - Epoch [34][2260/2640] lr: 1.000e-03, eta: 13:20:36, time: 0.879, data_time: 0.010, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8789, loss_cls: 1.2731, loss: 1.2731, grad_norm: 9.7357 2020-09-13 18:17:45,474 - mmaction - INFO - Epoch [34][2280/2640] lr: 1.000e-03, eta: 13:20:13, time: 1.080, data_time: 0.005, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.3917 2020-09-13 18:18:05,448 - mmaction - INFO - Epoch [34][2300/2640] lr: 1.000e-03, eta: 13:19:50, time: 1.004, data_time: 0.008, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2494, loss: 1.2494, grad_norm: 9.2304 2020-09-13 18:18:24,553 - mmaction - INFO - Epoch [34][2320/2640] lr: 1.000e-03, eta: 13:19:25, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.2765, loss: 1.2765, grad_norm: 9.1039 2020-09-13 18:18:44,763 - mmaction - INFO - Epoch [34][2340/2640] lr: 1.000e-03, eta: 13:19:02, time: 1.016, data_time: 0.008, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8773, loss_cls: 1.2514, loss: 1.2514, grad_norm: 9.3998 2020-09-13 18:19:03,327 - mmaction - INFO - Epoch [34][2360/2640] lr: 1.000e-03, eta: 13:18:37, time: 0.922, data_time: 0.131, memory: 7069, top1_acc: 0.6656, top5_acc: 0.8805, loss_cls: 1.2626, loss: 1.2626, grad_norm: 9.5953 2020-09-13 18:19:23,129 - mmaction - INFO - Epoch [34][2380/2640] lr: 1.000e-03, eta: 13:18:14, time: 0.995, data_time: 0.064, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2331, loss: 1.2331, grad_norm: 9.6319 2020-09-13 18:19:43,965 - mmaction - INFO - Epoch [34][2400/2640] lr: 1.000e-03, eta: 13:17:50, time: 1.037, data_time: 0.316, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.2472, loss: 1.2472, grad_norm: 9.4838 2020-09-13 18:20:03,923 - mmaction - INFO - Epoch [34][2420/2640] lr: 1.000e-03, eta: 13:17:26, time: 1.003, data_time: 0.402, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8820, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.5052 2020-09-13 18:20:21,997 - mmaction - INFO - Epoch [34][2440/2640] lr: 1.000e-03, eta: 13:17:02, time: 0.904, data_time: 0.315, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8891, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.5213 2020-09-13 18:20:42,370 - mmaction - INFO - Epoch [34][2460/2640] lr: 1.000e-03, eta: 13:16:38, time: 1.016, data_time: 0.418, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2693, loss: 1.2693, grad_norm: 9.4072 2020-09-13 18:21:01,756 - mmaction - INFO - Epoch [34][2480/2640] lr: 1.000e-03, eta: 13:16:14, time: 0.972, data_time: 0.341, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.1795, loss: 1.1795, grad_norm: 9.1446 2020-09-13 18:21:20,787 - mmaction - INFO - Epoch [34][2500/2640] lr: 1.000e-03, eta: 13:15:50, time: 0.951, data_time: 0.356, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2691, loss: 1.2691, grad_norm: 9.5488 2020-09-13 18:21:40,914 - mmaction - INFO - Epoch [34][2520/2640] lr: 1.000e-03, eta: 13:15:26, time: 1.002, data_time: 0.408, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8828, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.2692 2020-09-13 18:22:00,392 - mmaction - INFO - Epoch [34][2540/2640] lr: 1.000e-03, eta: 13:15:02, time: 0.979, data_time: 0.380, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.2991 2020-09-13 18:22:19,413 - mmaction - INFO - Epoch [34][2560/2640] lr: 1.000e-03, eta: 13:14:38, time: 0.945, data_time: 0.323, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.3585 2020-09-13 18:22:38,006 - mmaction - INFO - Epoch [34][2580/2640] lr: 1.000e-03, eta: 13:14:14, time: 0.935, data_time: 0.081, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2720, loss: 1.2720, grad_norm: 9.5978 2020-09-13 18:22:57,906 - mmaction - INFO - Epoch [34][2600/2640] lr: 1.000e-03, eta: 13:13:50, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.6975 2020-09-13 18:23:17,238 - mmaction - INFO - Epoch [34][2620/2640] lr: 1.000e-03, eta: 13:13:26, time: 0.973, data_time: 0.011, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3201, loss: 1.3201, grad_norm: 9.5159 2020-09-13 18:23:34,165 - mmaction - INFO - Epoch [34][2640/2640] lr: 1.000e-03, eta: 13:13:01, time: 0.846, data_time: 0.032, memory: 7069, top1_acc: 0.6927, top5_acc: 0.8992, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.3015 2020-09-13 18:23:50,569 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-09-13 18:30:15,961 - mmaction - INFO - Epoch [35][20/2640] lr: 1.000e-03, eta: 13:15:28, time: 19.168, data_time: 18.209, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8836, loss_cls: 1.2551, loss: 1.2551, grad_norm: 9.5798 2020-09-13 18:30:35,760 - mmaction - INFO - Epoch [35][40/2640] lr: 1.000e-03, eta: 13:15:04, time: 1.003, data_time: 0.018, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.6182 2020-09-13 18:30:56,383 - mmaction - INFO - Epoch [35][60/2640] lr: 1.000e-03, eta: 13:14:41, time: 1.031, data_time: 0.012, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2923, loss: 1.2923, grad_norm: 9.9970 2020-09-13 18:31:15,374 - mmaction - INFO - Epoch [35][80/2640] lr: 1.000e-03, eta: 13:14:16, time: 0.951, data_time: 0.005, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.2173 2020-09-13 18:31:35,240 - mmaction - INFO - Epoch [35][100/2640] lr: 1.000e-03, eta: 13:13:52, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.6862 2020-09-13 18:31:54,137 - mmaction - INFO - Epoch [35][120/2640] lr: 1.000e-03, eta: 13:13:28, time: 0.951, data_time: 0.010, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.3831 2020-09-13 18:32:14,324 - mmaction - INFO - Epoch [35][140/2640] lr: 1.000e-03, eta: 13:13:04, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.2829, loss: 1.2829, grad_norm: 9.4000 2020-09-13 18:32:33,653 - mmaction - INFO - Epoch [35][160/2640] lr: 1.000e-03, eta: 13:12:40, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8883, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1865 2020-09-13 18:32:52,827 - mmaction - INFO - Epoch [35][180/2640] lr: 1.000e-03, eta: 13:12:16, time: 0.953, data_time: 0.007, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2237, loss: 1.2237, grad_norm: 9.3684 2020-09-13 18:33:13,213 - mmaction - INFO - Epoch [35][200/2640] lr: 1.000e-03, eta: 13:11:52, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8922, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.3111 2020-09-13 18:33:32,329 - mmaction - INFO - Epoch [35][220/2640] lr: 1.000e-03, eta: 13:11:28, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.5923 2020-09-13 18:33:50,792 - mmaction - INFO - Epoch [35][240/2640] lr: 1.000e-03, eta: 13:11:04, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8820, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.3540 2020-09-13 18:34:10,096 - mmaction - INFO - Epoch [35][260/2640] lr: 1.000e-03, eta: 13:10:39, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.2740, loss: 1.2740, grad_norm: 9.4506 2020-09-13 18:34:29,656 - mmaction - INFO - Epoch [35][280/2640] lr: 1.000e-03, eta: 13:10:15, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.6906, top5_acc: 0.9000, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.1741 2020-09-13 18:34:48,969 - mmaction - INFO - Epoch [35][300/2640] lr: 1.000e-03, eta: 13:09:51, time: 0.970, data_time: 0.017, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.4499 2020-09-13 18:35:09,195 - mmaction - INFO - Epoch [35][320/2640] lr: 1.000e-03, eta: 13:09:28, time: 1.011, data_time: 0.298, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.4292 2020-09-13 18:35:27,638 - mmaction - INFO - Epoch [35][340/2640] lr: 1.000e-03, eta: 13:09:03, time: 0.923, data_time: 0.127, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8906, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.5243 2020-09-13 18:35:47,739 - mmaction - INFO - Epoch [35][360/2640] lr: 1.000e-03, eta: 13:08:39, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8852, loss_cls: 1.2263, loss: 1.2263, grad_norm: 9.4536 2020-09-13 18:36:07,808 - mmaction - INFO - Epoch [35][380/2640] lr: 1.000e-03, eta: 13:08:15, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8898, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.4163 2020-09-13 18:36:27,214 - mmaction - INFO - Epoch [35][400/2640] lr: 1.000e-03, eta: 13:07:51, time: 0.975, data_time: 0.009, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8867, loss_cls: 1.2101, loss: 1.2101, grad_norm: 9.4932 2020-09-13 18:36:46,903 - mmaction - INFO - Epoch [35][420/2640] lr: 1.000e-03, eta: 13:07:28, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8961, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.5395 2020-09-13 18:37:05,813 - mmaction - INFO - Epoch [35][440/2640] lr: 1.000e-03, eta: 13:07:03, time: 0.947, data_time: 0.003, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.1765 2020-09-13 18:37:26,167 - mmaction - INFO - Epoch [35][460/2640] lr: 1.000e-03, eta: 13:06:40, time: 1.016, data_time: 0.082, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8789, loss_cls: 1.2630, loss: 1.2630, grad_norm: 9.6290 2020-09-13 18:37:44,682 - mmaction - INFO - Epoch [35][480/2640] lr: 1.000e-03, eta: 13:06:15, time: 0.926, data_time: 0.011, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8820, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.4305 2020-09-13 18:38:05,371 - mmaction - INFO - Epoch [35][500/2640] lr: 1.000e-03, eta: 13:05:52, time: 1.034, data_time: 0.058, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8930, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.5407 2020-09-13 18:38:24,842 - mmaction - INFO - Epoch [35][520/2640] lr: 1.000e-03, eta: 13:05:28, time: 0.975, data_time: 0.059, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.4925 2020-09-13 18:38:45,090 - mmaction - INFO - Epoch [35][540/2640] lr: 1.000e-03, eta: 13:05:04, time: 1.011, data_time: 0.058, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.2718, loss: 1.2718, grad_norm: 9.3002 2020-09-13 18:39:03,454 - mmaction - INFO - Epoch [35][560/2640] lr: 1.000e-03, eta: 13:04:39, time: 0.919, data_time: 0.003, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.2995 2020-09-13 18:39:23,721 - mmaction - INFO - Epoch [35][580/2640] lr: 1.000e-03, eta: 13:04:16, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8859, loss_cls: 1.2556, loss: 1.2556, grad_norm: 9.7823 2020-09-13 18:39:43,590 - mmaction - INFO - Epoch [35][600/2640] lr: 1.000e-03, eta: 13:03:52, time: 0.993, data_time: 0.003, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.4468 2020-09-13 18:40:03,956 - mmaction - INFO - Epoch [35][620/2640] lr: 1.000e-03, eta: 13:03:28, time: 1.017, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2485, loss: 1.2485, grad_norm: 9.5702 2020-09-13 18:40:22,228 - mmaction - INFO - Epoch [35][640/2640] lr: 1.000e-03, eta: 13:03:04, time: 0.915, data_time: 0.004, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8953, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.2841 2020-09-13 18:40:42,017 - mmaction - INFO - Epoch [35][660/2640] lr: 1.000e-03, eta: 13:02:40, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.4727 2020-09-13 18:41:01,932 - mmaction - INFO - Epoch [35][680/2640] lr: 1.000e-03, eta: 13:02:16, time: 1.001, data_time: 0.009, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8703, loss_cls: 1.3133, loss: 1.3133, grad_norm: 9.7716 2020-09-13 18:41:22,185 - mmaction - INFO - Epoch [35][700/2640] lr: 1.000e-03, eta: 13:01:52, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.7008, top5_acc: 0.9000, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.0589 2020-09-13 18:41:41,429 - mmaction - INFO - Epoch [35][720/2640] lr: 1.000e-03, eta: 13:01:28, time: 0.967, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.2553, loss: 1.2553, grad_norm: 9.3703 2020-09-13 18:42:01,518 - mmaction - INFO - Epoch [35][740/2640] lr: 1.000e-03, eta: 13:01:04, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8930, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.4884 2020-09-13 18:42:21,434 - mmaction - INFO - Epoch [35][760/2640] lr: 1.000e-03, eta: 13:00:41, time: 1.003, data_time: 0.011, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8883, loss_cls: 1.2426, loss: 1.2426, grad_norm: 9.6824 2020-09-13 18:42:40,655 - mmaction - INFO - Epoch [35][780/2640] lr: 1.000e-03, eta: 13:00:17, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.6867, top5_acc: 0.9023, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.4442 2020-09-13 18:43:00,368 - mmaction - INFO - Epoch [35][800/2640] lr: 1.000e-03, eta: 12:59:53, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.4222 2020-09-13 18:43:20,252 - mmaction - INFO - Epoch [35][820/2640] lr: 1.000e-03, eta: 12:59:29, time: 0.993, data_time: 0.002, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8883, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.6314 2020-09-13 18:43:39,026 - mmaction - INFO - Epoch [35][840/2640] lr: 1.000e-03, eta: 12:59:04, time: 0.934, data_time: 0.006, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8922, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.9123 2020-09-13 18:43:58,460 - mmaction - INFO - Epoch [35][860/2640] lr: 1.000e-03, eta: 12:58:40, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8891, loss_cls: 1.2760, loss: 1.2760, grad_norm: 10.0290 2020-09-13 18:44:17,377 - mmaction - INFO - Epoch [35][880/2640] lr: 1.000e-03, eta: 12:58:16, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8820, loss_cls: 1.2318, loss: 1.2318, grad_norm: 9.6522 2020-09-13 18:44:37,366 - mmaction - INFO - Epoch [35][900/2640] lr: 1.000e-03, eta: 12:57:52, time: 0.999, data_time: 0.014, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2497, loss: 1.2497, grad_norm: 9.7707 2020-09-13 18:44:56,482 - mmaction - INFO - Epoch [35][920/2640] lr: 1.000e-03, eta: 12:57:28, time: 0.954, data_time: 0.160, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2463, loss: 1.2463, grad_norm: 9.8395 2020-09-13 18:45:14,831 - mmaction - INFO - Epoch [35][940/2640] lr: 1.000e-03, eta: 12:57:04, time: 0.920, data_time: 0.273, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.2962, loss: 1.2962, grad_norm: 10.0205 2020-09-13 18:45:34,859 - mmaction - INFO - Epoch [35][960/2640] lr: 1.000e-03, eta: 12:56:40, time: 0.998, data_time: 0.094, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8930, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.6550 2020-09-13 18:45:53,986 - mmaction - INFO - Epoch [35][980/2640] lr: 1.000e-03, eta: 12:56:16, time: 0.960, data_time: 0.101, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.4987 2020-09-13 18:46:13,307 - mmaction - INFO - Epoch [35][1000/2640] lr: 1.000e-03, eta: 12:55:52, time: 0.965, data_time: 0.043, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.2597, loss: 1.2597, grad_norm: 9.3108 2020-09-13 18:46:32,925 - mmaction - INFO - Epoch [35][1020/2640] lr: 1.000e-03, eta: 12:55:28, time: 0.982, data_time: 0.003, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.5375 2020-09-13 18:46:52,516 - mmaction - INFO - Epoch [35][1040/2640] lr: 1.000e-03, eta: 12:55:04, time: 0.975, data_time: 0.018, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2410, loss: 1.2410, grad_norm: 9.6187 2020-09-13 18:47:12,293 - mmaction - INFO - Epoch [35][1060/2640] lr: 1.000e-03, eta: 12:54:40, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.6254 2020-09-13 18:47:31,679 - mmaction - INFO - Epoch [35][1080/2640] lr: 1.000e-03, eta: 12:54:16, time: 0.966, data_time: 0.006, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.4517 2020-09-13 18:47:51,385 - mmaction - INFO - Epoch [35][1100/2640] lr: 1.000e-03, eta: 12:53:52, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8789, loss_cls: 1.2505, loss: 1.2505, grad_norm: 9.5821 2020-09-13 18:48:11,434 - mmaction - INFO - Epoch [35][1120/2640] lr: 1.000e-03, eta: 12:53:29, time: 0.996, data_time: 0.005, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8914, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.6068 2020-09-13 18:48:31,503 - mmaction - INFO - Epoch [35][1140/2640] lr: 1.000e-03, eta: 12:53:05, time: 1.009, data_time: 0.009, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.2780, loss: 1.2780, grad_norm: 9.6022 2020-09-13 18:48:50,201 - mmaction - INFO - Epoch [35][1160/2640] lr: 1.000e-03, eta: 12:52:40, time: 0.929, data_time: 0.006, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8773, loss_cls: 1.2391, loss: 1.2391, grad_norm: 9.5452 2020-09-13 18:49:10,586 - mmaction - INFO - Epoch [35][1180/2640] lr: 1.000e-03, eta: 12:52:17, time: 1.025, data_time: 0.009, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2593, loss: 1.2593, grad_norm: 9.7984 2020-09-13 18:49:29,824 - mmaction - INFO - Epoch [35][1200/2640] lr: 1.000e-03, eta: 12:51:53, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8906, loss_cls: 1.1831, loss: 1.1831, grad_norm: 9.6088 2020-09-13 18:49:50,396 - mmaction - INFO - Epoch [35][1220/2640] lr: 1.000e-03, eta: 12:51:29, time: 1.034, data_time: 0.008, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8789, loss_cls: 1.2777, loss: 1.2777, grad_norm: 9.9792 2020-09-13 18:50:08,687 - mmaction - INFO - Epoch [35][1240/2640] lr: 1.000e-03, eta: 12:51:05, time: 0.915, data_time: 0.007, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8797, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.6154 2020-09-13 18:50:26,838 - mmaction - INFO - Epoch [35][1260/2640] lr: 1.000e-03, eta: 12:50:40, time: 0.908, data_time: 0.003, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.3438 2020-09-13 18:50:46,148 - mmaction - INFO - Epoch [35][1280/2640] lr: 1.000e-03, eta: 12:50:16, time: 0.961, data_time: 0.209, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.7974 2020-09-13 18:51:05,849 - mmaction - INFO - Epoch [35][1300/2640] lr: 1.000e-03, eta: 12:49:52, time: 0.988, data_time: 0.192, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2194, loss: 1.2194, grad_norm: 9.6194 2020-09-13 18:51:25,707 - mmaction - INFO - Epoch [35][1320/2640] lr: 1.000e-03, eta: 12:49:29, time: 0.992, data_time: 0.105, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.1683 2020-09-13 18:51:45,694 - mmaction - INFO - Epoch [35][1340/2640] lr: 1.000e-03, eta: 12:49:05, time: 1.001, data_time: 0.004, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.5739 2020-09-13 18:52:05,371 - mmaction - INFO - Epoch [35][1360/2640] lr: 1.000e-03, eta: 12:48:41, time: 0.983, data_time: 0.012, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.3606 2020-09-13 18:52:25,426 - mmaction - INFO - Epoch [35][1380/2640] lr: 1.000e-03, eta: 12:48:17, time: 1.003, data_time: 0.079, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8750, loss_cls: 1.2862, loss: 1.2862, grad_norm: 10.1470 2020-09-13 18:52:44,838 - mmaction - INFO - Epoch [35][1400/2640] lr: 1.000e-03, eta: 12:47:53, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.2441, loss: 1.2441, grad_norm: 9.5768 2020-09-13 18:53:04,718 - mmaction - INFO - Epoch [35][1420/2640] lr: 1.000e-03, eta: 12:47:30, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2158, loss: 1.2158, grad_norm: 9.2979 2020-09-13 18:53:24,153 - mmaction - INFO - Epoch [35][1440/2640] lr: 1.000e-03, eta: 12:47:06, time: 0.972, data_time: 0.003, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.4518 2020-09-13 18:53:44,009 - mmaction - INFO - Epoch [35][1460/2640] lr: 1.000e-03, eta: 12:46:42, time: 0.991, data_time: 0.003, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2584, loss: 1.2584, grad_norm: 9.6355 2020-09-13 18:54:03,326 - mmaction - INFO - Epoch [35][1480/2640] lr: 1.000e-03, eta: 12:46:18, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2022, loss: 1.2022, grad_norm: 9.1781 2020-09-13 18:54:21,544 - mmaction - INFO - Epoch [35][1500/2640] lr: 1.000e-03, eta: 12:45:53, time: 0.915, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.5339 2020-09-13 18:54:40,674 - mmaction - INFO - Epoch [35][1520/2640] lr: 1.000e-03, eta: 12:45:29, time: 0.956, data_time: 0.044, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.4810 2020-09-13 18:54:59,641 - mmaction - INFO - Epoch [35][1540/2640] lr: 1.000e-03, eta: 12:45:05, time: 0.948, data_time: 0.019, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.7892 2020-09-13 18:55:19,062 - mmaction - INFO - Epoch [35][1560/2640] lr: 1.000e-03, eta: 12:44:41, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8789, loss_cls: 1.2777, loss: 1.2777, grad_norm: 9.8098 2020-09-13 18:55:38,893 - mmaction - INFO - Epoch [35][1580/2640] lr: 1.000e-03, eta: 12:44:17, time: 0.995, data_time: 0.009, memory: 7069, top1_acc: 0.6914, top5_acc: 0.9016, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.6050 2020-09-13 18:55:58,950 - mmaction - INFO - Epoch [35][1600/2640] lr: 1.000e-03, eta: 12:43:54, time: 1.003, data_time: 0.006, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.4129 2020-09-13 18:56:18,223 - mmaction - INFO - Epoch [35][1620/2640] lr: 1.000e-03, eta: 12:43:30, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.6974 2020-09-13 18:56:38,232 - mmaction - INFO - Epoch [35][1640/2640] lr: 1.000e-03, eta: 12:43:06, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8852, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.8412 2020-09-13 18:56:56,491 - mmaction - INFO - Epoch [35][1660/2640] lr: 1.000e-03, eta: 12:42:42, time: 0.918, data_time: 0.019, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2325, loss: 1.2325, grad_norm: 9.5554 2020-09-13 18:57:15,973 - mmaction - INFO - Epoch [35][1680/2640] lr: 1.000e-03, eta: 12:42:18, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.7009 2020-09-13 18:57:35,526 - mmaction - INFO - Epoch [35][1700/2640] lr: 1.000e-03, eta: 12:41:54, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.9016, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.7536 2020-09-13 18:57:56,155 - mmaction - INFO - Epoch [35][1720/2640] lr: 1.000e-03, eta: 12:41:30, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.1843, loss: 1.1843, grad_norm: 9.7189 2020-09-13 18:58:16,435 - mmaction - INFO - Epoch [35][1740/2640] lr: 1.000e-03, eta: 12:41:07, time: 1.019, data_time: 0.008, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8773, loss_cls: 1.3079, loss: 1.3079, grad_norm: 10.0912 2020-09-13 18:58:35,761 - mmaction - INFO - Epoch [35][1760/2640] lr: 1.000e-03, eta: 12:40:43, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8844, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.9108 2020-09-13 18:58:54,342 - mmaction - INFO - Epoch [35][1780/2640] lr: 1.000e-03, eta: 12:40:19, time: 0.935, data_time: 0.010, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.3916 2020-09-13 18:59:13,267 - mmaction - INFO - Epoch [35][1800/2640] lr: 1.000e-03, eta: 12:39:54, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8906, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.4135 2020-09-13 18:59:33,347 - mmaction - INFO - Epoch [35][1820/2640] lr: 1.000e-03, eta: 12:39:31, time: 1.010, data_time: 0.009, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8781, loss_cls: 1.2598, loss: 1.2598, grad_norm: 9.6510 2020-09-13 18:59:53,589 - mmaction - INFO - Epoch [35][1840/2640] lr: 1.000e-03, eta: 12:39:07, time: 1.010, data_time: 0.006, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8797, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.6046 2020-09-13 19:00:13,256 - mmaction - INFO - Epoch [35][1860/2640] lr: 1.000e-03, eta: 12:38:43, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.7016, top5_acc: 0.9023, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.7877 2020-09-13 19:00:35,450 - mmaction - INFO - Epoch [35][1880/2640] lr: 1.000e-03, eta: 12:38:21, time: 1.118, data_time: 0.033, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8688, loss_cls: 1.3102, loss: 1.3102, grad_norm: 10.3289 2020-09-13 19:00:52,455 - mmaction - INFO - Epoch [35][1900/2640] lr: 1.000e-03, eta: 12:37:56, time: 0.859, data_time: 0.017, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8836, loss_cls: 1.2413, loss: 1.2413, grad_norm: 10.0169 2020-09-13 19:01:12,408 - mmaction - INFO - Epoch [35][1920/2640] lr: 1.000e-03, eta: 12:37:32, time: 0.993, data_time: 0.105, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8695, loss_cls: 1.3139, loss: 1.3139, grad_norm: 9.7685 2020-09-13 19:01:32,305 - mmaction - INFO - Epoch [35][1940/2640] lr: 1.000e-03, eta: 12:37:08, time: 0.998, data_time: 0.047, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8852, loss_cls: 1.2415, loss: 1.2415, grad_norm: 10.0203 2020-09-13 19:01:51,335 - mmaction - INFO - Epoch [35][1960/2640] lr: 1.000e-03, eta: 12:36:44, time: 0.953, data_time: 0.009, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8805, loss_cls: 1.2765, loss: 1.2765, grad_norm: 9.8559 2020-09-13 19:02:11,158 - mmaction - INFO - Epoch [35][1980/2640] lr: 1.000e-03, eta: 12:36:20, time: 0.988, data_time: 0.005, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8812, loss_cls: 1.2322, loss: 1.2322, grad_norm: 10.0277 2020-09-13 19:02:31,305 - mmaction - INFO - Epoch [35][2000/2640] lr: 1.000e-03, eta: 12:35:57, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.2827, loss: 1.2827, grad_norm: 10.0431 2020-09-13 19:02:50,132 - mmaction - INFO - Epoch [35][2020/2640] lr: 1.000e-03, eta: 12:35:33, time: 0.942, data_time: 0.002, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.2884, loss: 1.2884, grad_norm: 10.0728 2020-09-13 19:03:09,627 - mmaction - INFO - Epoch [35][2040/2640] lr: 1.000e-03, eta: 12:35:09, time: 0.975, data_time: 0.007, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3222, loss: 1.3222, grad_norm: 10.1692 2020-09-13 19:03:28,760 - mmaction - INFO - Epoch [35][2060/2640] lr: 1.000e-03, eta: 12:34:45, time: 0.949, data_time: 0.029, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.2734, loss: 1.2734, grad_norm: 9.7658 2020-09-13 19:03:48,068 - mmaction - INFO - Epoch [35][2080/2640] lr: 1.000e-03, eta: 12:34:21, time: 0.972, data_time: 0.019, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.3769 2020-09-13 19:04:07,120 - mmaction - INFO - Epoch [35][2100/2640] lr: 1.000e-03, eta: 12:33:57, time: 0.948, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.2703, loss: 1.2703, grad_norm: 9.8174 2020-09-13 19:04:27,094 - mmaction - INFO - Epoch [35][2120/2640] lr: 1.000e-03, eta: 12:33:33, time: 1.003, data_time: 0.008, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2545, loss: 1.2545, grad_norm: 9.6928 2020-09-13 19:04:46,452 - mmaction - INFO - Epoch [35][2140/2640] lr: 1.000e-03, eta: 12:33:09, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2726, loss: 1.2726, grad_norm: 9.8663 2020-09-13 19:05:05,343 - mmaction - INFO - Epoch [35][2160/2640] lr: 1.000e-03, eta: 12:32:45, time: 0.947, data_time: 0.008, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8820, loss_cls: 1.2789, loss: 1.2789, grad_norm: 9.6066 2020-09-13 19:05:25,706 - mmaction - INFO - Epoch [35][2180/2640] lr: 1.000e-03, eta: 12:32:22, time: 1.019, data_time: 0.003, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.3060, loss: 1.3060, grad_norm: 9.8840 2020-09-13 19:05:45,455 - mmaction - INFO - Epoch [35][2200/2640] lr: 1.000e-03, eta: 12:31:58, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8859, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.9606 2020-09-13 19:06:04,002 - mmaction - INFO - Epoch [35][2220/2640] lr: 1.000e-03, eta: 12:31:34, time: 0.934, data_time: 0.009, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.6578 2020-09-13 19:06:23,929 - mmaction - INFO - Epoch [35][2240/2640] lr: 1.000e-03, eta: 12:31:10, time: 0.993, data_time: 0.005, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3612, loss: 1.3612, grad_norm: 9.8922 2020-09-13 19:06:42,642 - mmaction - INFO - Epoch [35][2260/2640] lr: 1.000e-03, eta: 12:30:46, time: 0.940, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.4568 2020-09-13 19:07:01,811 - mmaction - INFO - Epoch [35][2280/2640] lr: 1.000e-03, eta: 12:30:22, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.6371 2020-09-13 19:07:21,443 - mmaction - INFO - Epoch [35][2300/2640] lr: 1.000e-03, eta: 12:29:58, time: 0.980, data_time: 0.005, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8953, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.7431 2020-09-13 19:07:40,594 - mmaction - INFO - Epoch [35][2320/2640] lr: 1.000e-03, eta: 12:29:34, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.2733, loss: 1.2733, grad_norm: 9.6929 2020-09-13 19:08:00,769 - mmaction - INFO - Epoch [35][2340/2640] lr: 1.000e-03, eta: 12:29:10, time: 1.008, data_time: 0.007, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.1899 2020-09-13 19:08:20,772 - mmaction - INFO - Epoch [35][2360/2640] lr: 1.000e-03, eta: 12:28:47, time: 1.001, data_time: 0.042, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8898, loss_cls: 1.1990, loss: 1.1990, grad_norm: 9.5468 2020-09-13 19:08:39,197 - mmaction - INFO - Epoch [35][2380/2640] lr: 1.000e-03, eta: 12:28:22, time: 0.921, data_time: 0.071, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8898, loss_cls: 1.1977, loss: 1.1977, grad_norm: 9.4213 2020-09-13 19:08:58,795 - mmaction - INFO - Epoch [35][2400/2640] lr: 1.000e-03, eta: 12:27:59, time: 0.975, data_time: 0.009, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.7477 2020-09-13 19:09:18,854 - mmaction - INFO - Epoch [35][2420/2640] lr: 1.000e-03, eta: 12:27:35, time: 1.007, data_time: 0.008, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.8439 2020-09-13 19:09:39,235 - mmaction - INFO - Epoch [35][2440/2640] lr: 1.000e-03, eta: 12:27:12, time: 1.018, data_time: 0.124, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.6495 2020-09-13 19:09:58,792 - mmaction - INFO - Epoch [35][2460/2640] lr: 1.000e-03, eta: 12:26:48, time: 0.979, data_time: 0.354, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.8304 2020-09-13 19:10:18,240 - mmaction - INFO - Epoch [35][2480/2640] lr: 1.000e-03, eta: 12:26:24, time: 0.968, data_time: 0.321, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.2794, loss: 1.2794, grad_norm: 9.7229 2020-09-13 19:10:37,357 - mmaction - INFO - Epoch [35][2500/2640] lr: 1.000e-03, eta: 12:26:00, time: 0.960, data_time: 0.195, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.6495 2020-09-13 19:10:56,670 - mmaction - INFO - Epoch [35][2520/2640] lr: 1.000e-03, eta: 12:25:36, time: 0.966, data_time: 0.046, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.5956 2020-09-13 19:11:16,462 - mmaction - INFO - Epoch [35][2540/2640] lr: 1.000e-03, eta: 12:25:12, time: 0.990, data_time: 0.013, memory: 7069, top1_acc: 0.6547, top5_acc: 0.8727, loss_cls: 1.2885, loss: 1.2885, grad_norm: 9.8569 2020-09-13 19:11:36,812 - mmaction - INFO - Epoch [35][2560/2640] lr: 1.000e-03, eta: 12:24:49, time: 1.012, data_time: 0.030, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.4740 2020-09-13 19:11:56,885 - mmaction - INFO - Epoch [35][2580/2640] lr: 1.000e-03, eta: 12:24:25, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8914, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.5827 2020-09-13 19:12:16,079 - mmaction - INFO - Epoch [35][2600/2640] lr: 1.000e-03, eta: 12:24:01, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.7037 2020-09-13 19:12:34,491 - mmaction - INFO - Epoch [35][2620/2640] lr: 1.000e-03, eta: 12:23:37, time: 0.921, data_time: 0.021, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8828, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.8426 2020-09-13 19:12:52,712 - mmaction - INFO - Epoch [35][2640/2640] lr: 1.000e-03, eta: 12:23:13, time: 0.909, data_time: 0.030, memory: 7069, top1_acc: 0.6823, top5_acc: 0.8895, loss_cls: 1.2047, loss: 1.2047, grad_norm: 9.9811 2020-09-13 19:13:09,682 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-09-13 19:19:46,284 - mmaction - INFO - Epoch [36][20/2640] lr: 1.000e-03, eta: 12:25:30, time: 19.761, data_time: 18.686, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8812, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.6583 2020-09-13 19:20:06,082 - mmaction - INFO - Epoch [36][40/2640] lr: 1.000e-03, eta: 12:25:06, time: 0.993, data_time: 0.024, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8922, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.6893 2020-09-13 19:20:25,190 - mmaction - INFO - Epoch [36][60/2640] lr: 1.000e-03, eta: 12:24:42, time: 0.963, data_time: 0.010, memory: 7069, top1_acc: 0.6977, top5_acc: 0.9094, loss_cls: 1.1095, loss: 1.1095, grad_norm: 8.9994 2020-09-13 19:20:44,998 - mmaction - INFO - Epoch [36][80/2640] lr: 1.000e-03, eta: 12:24:18, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.5676 2020-09-13 19:21:05,566 - mmaction - INFO - Epoch [36][100/2640] lr: 1.000e-03, eta: 12:23:55, time: 1.033, data_time: 0.008, memory: 7069, top1_acc: 0.7047, top5_acc: 0.9023, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.5631 2020-09-13 19:21:24,483 - mmaction - INFO - Epoch [36][120/2640] lr: 1.000e-03, eta: 12:23:30, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.4047 2020-09-13 19:21:44,052 - mmaction - INFO - Epoch [36][140/2640] lr: 1.000e-03, eta: 12:23:07, time: 0.978, data_time: 0.051, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.6306 2020-09-13 19:22:03,356 - mmaction - INFO - Epoch [36][160/2640] lr: 1.000e-03, eta: 12:22:43, time: 0.964, data_time: 0.006, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2554, loss: 1.2554, grad_norm: 9.7376 2020-09-13 19:22:23,762 - mmaction - INFO - Epoch [36][180/2640] lr: 1.000e-03, eta: 12:22:19, time: 1.023, data_time: 0.009, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8773, loss_cls: 1.2546, loss: 1.2546, grad_norm: 9.9600 2020-09-13 19:22:43,258 - mmaction - INFO - Epoch [36][200/2640] lr: 1.000e-03, eta: 12:21:55, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8953, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.3537 2020-09-13 19:23:02,584 - mmaction - INFO - Epoch [36][220/2640] lr: 1.000e-03, eta: 12:21:31, time: 0.961, data_time: 0.006, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1652, loss: 1.1652, grad_norm: 9.6461 2020-09-13 19:23:22,235 - mmaction - INFO - Epoch [36][240/2640] lr: 1.000e-03, eta: 12:21:07, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.5752 2020-09-13 19:23:41,647 - mmaction - INFO - Epoch [36][260/2640] lr: 1.000e-03, eta: 12:20:43, time: 0.966, data_time: 0.005, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.2447, loss: 1.2447, grad_norm: 9.5535 2020-09-13 19:24:00,989 - mmaction - INFO - Epoch [36][280/2640] lr: 1.000e-03, eta: 12:20:19, time: 0.972, data_time: 0.009, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.8381 2020-09-13 19:24:21,273 - mmaction - INFO - Epoch [36][300/2640] lr: 1.000e-03, eta: 12:19:56, time: 1.015, data_time: 0.005, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8852, loss_cls: 1.2178, loss: 1.2178, grad_norm: 9.6704 2020-09-13 19:24:39,905 - mmaction - INFO - Epoch [36][320/2640] lr: 1.000e-03, eta: 12:19:32, time: 0.930, data_time: 0.002, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2310, loss: 1.2310, grad_norm: 9.8687 2020-09-13 19:25:00,386 - mmaction - INFO - Epoch [36][340/2640] lr: 1.000e-03, eta: 12:19:08, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8898, loss_cls: 1.2072, loss: 1.2072, grad_norm: 9.8914 2020-09-13 19:25:18,385 - mmaction - INFO - Epoch [36][360/2640] lr: 1.000e-03, eta: 12:18:44, time: 0.906, data_time: 0.008, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.5923 2020-09-13 19:25:37,634 - mmaction - INFO - Epoch [36][380/2640] lr: 1.000e-03, eta: 12:18:19, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8961, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.6979 2020-09-13 19:25:57,758 - mmaction - INFO - Epoch [36][400/2640] lr: 1.000e-03, eta: 12:17:56, time: 1.010, data_time: 0.250, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2260, loss: 1.2260, grad_norm: 10.0709 2020-09-13 19:26:16,983 - mmaction - INFO - Epoch [36][420/2640] lr: 1.000e-03, eta: 12:17:32, time: 0.961, data_time: 0.309, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2787, loss: 1.2787, grad_norm: 10.1556 2020-09-13 19:26:35,938 - mmaction - INFO - Epoch [36][440/2640] lr: 1.000e-03, eta: 12:17:08, time: 0.948, data_time: 0.149, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.2693, loss: 1.2693, grad_norm: 10.0268 2020-09-13 19:26:55,122 - mmaction - INFO - Epoch [36][460/2640] lr: 1.000e-03, eta: 12:16:44, time: 0.955, data_time: 0.036, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2544, loss: 1.2544, grad_norm: 10.1029 2020-09-13 19:27:14,269 - mmaction - INFO - Epoch [36][480/2640] lr: 1.000e-03, eta: 12:16:20, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.2205, loss: 1.2205, grad_norm: 9.9692 2020-09-13 19:27:34,189 - mmaction - INFO - Epoch [36][500/2640] lr: 1.000e-03, eta: 12:15:56, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.5655 2020-09-13 19:27:52,958 - mmaction - INFO - Epoch [36][520/2640] lr: 1.000e-03, eta: 12:15:32, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.3923 2020-09-13 19:28:13,856 - mmaction - INFO - Epoch [36][540/2640] lr: 1.000e-03, eta: 12:15:08, time: 1.041, data_time: 0.006, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8914, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.7074 2020-09-13 19:28:33,098 - mmaction - INFO - Epoch [36][560/2640] lr: 1.000e-03, eta: 12:14:44, time: 0.967, data_time: 0.008, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.6130 2020-09-13 19:28:52,662 - mmaction - INFO - Epoch [36][580/2640] lr: 1.000e-03, eta: 12:14:21, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.1829, loss: 1.1829, grad_norm: 10.1567 2020-09-13 19:29:13,550 - mmaction - INFO - Epoch [36][600/2640] lr: 1.000e-03, eta: 12:13:57, time: 1.050, data_time: 0.009, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8906, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.9819 2020-09-13 19:29:32,624 - mmaction - INFO - Epoch [36][620/2640] lr: 1.000e-03, eta: 12:13:33, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8758, loss_cls: 1.2604, loss: 1.2604, grad_norm: 10.2167 2020-09-13 19:29:52,703 - mmaction - INFO - Epoch [36][640/2640] lr: 1.000e-03, eta: 12:13:10, time: 1.009, data_time: 0.008, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2217, loss: 1.2217, grad_norm: 10.1185 2020-09-13 19:30:10,950 - mmaction - INFO - Epoch [36][660/2640] lr: 1.000e-03, eta: 12:12:45, time: 0.912, data_time: 0.006, memory: 7069, top1_acc: 0.6766, top5_acc: 0.9078, loss_cls: 1.1869, loss: 1.1869, grad_norm: 10.0610 2020-09-13 19:30:29,493 - mmaction - INFO - Epoch [36][680/2640] lr: 1.000e-03, eta: 12:12:21, time: 0.927, data_time: 0.003, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8836, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.6947 2020-09-13 19:30:50,865 - mmaction - INFO - Epoch [36][700/2640] lr: 1.000e-03, eta: 12:11:58, time: 1.065, data_time: 0.006, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8781, loss_cls: 1.2627, loss: 1.2627, grad_norm: 10.0065 2020-09-13 19:31:10,379 - mmaction - INFO - Epoch [36][720/2640] lr: 1.000e-03, eta: 12:11:34, time: 0.980, data_time: 0.009, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.6270 2020-09-13 19:31:29,358 - mmaction - INFO - Epoch [36][740/2640] lr: 1.000e-03, eta: 12:11:10, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.9437 2020-09-13 19:31:48,152 - mmaction - INFO - Epoch [36][760/2640] lr: 1.000e-03, eta: 12:10:46, time: 0.939, data_time: 0.003, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.8367 2020-09-13 19:32:08,011 - mmaction - INFO - Epoch [36][780/2640] lr: 1.000e-03, eta: 12:10:22, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.9456 2020-09-13 19:32:27,849 - mmaction - INFO - Epoch [36][800/2640] lr: 1.000e-03, eta: 12:09:58, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8914, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.6246 2020-09-13 19:32:47,225 - mmaction - INFO - Epoch [36][820/2640] lr: 1.000e-03, eta: 12:09:34, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.4846 2020-09-13 19:33:06,028 - mmaction - INFO - Epoch [36][840/2640] lr: 1.000e-03, eta: 12:09:10, time: 0.945, data_time: 0.010, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2495, loss: 1.2495, grad_norm: 10.0993 2020-09-13 19:33:25,187 - mmaction - INFO - Epoch [36][860/2640] lr: 1.000e-03, eta: 12:08:46, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.9094, loss_cls: 1.1639, loss: 1.1639, grad_norm: 9.8206 2020-09-13 19:33:44,047 - mmaction - INFO - Epoch [36][880/2640] lr: 1.000e-03, eta: 12:08:22, time: 0.943, data_time: 0.002, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8852, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.7296 2020-09-13 19:34:03,419 - mmaction - INFO - Epoch [36][900/2640] lr: 1.000e-03, eta: 12:07:58, time: 0.967, data_time: 0.232, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4841 2020-09-13 19:34:22,365 - mmaction - INFO - Epoch [36][920/2640] lr: 1.000e-03, eta: 12:07:34, time: 0.948, data_time: 0.101, memory: 7069, top1_acc: 0.6586, top5_acc: 0.8797, loss_cls: 1.2912, loss: 1.2912, grad_norm: 10.0713 2020-09-13 19:34:42,967 - mmaction - INFO - Epoch [36][940/2640] lr: 1.000e-03, eta: 12:07:11, time: 1.030, data_time: 0.130, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2362, loss: 1.2362, grad_norm: 9.9379 2020-09-13 19:35:02,704 - mmaction - INFO - Epoch [36][960/2640] lr: 1.000e-03, eta: 12:06:47, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8883, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.8967 2020-09-13 19:35:20,954 - mmaction - INFO - Epoch [36][980/2640] lr: 1.000e-03, eta: 12:06:23, time: 0.912, data_time: 0.026, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8961, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.6068 2020-09-13 19:35:39,740 - mmaction - INFO - Epoch [36][1000/2640] lr: 1.000e-03, eta: 12:05:59, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.9000, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.5935 2020-09-13 19:36:00,100 - mmaction - INFO - Epoch [36][1020/2640] lr: 1.000e-03, eta: 12:05:35, time: 1.020, data_time: 0.004, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2306, loss: 1.2306, grad_norm: 9.9365 2020-09-13 19:36:19,606 - mmaction - INFO - Epoch [36][1040/2640] lr: 1.000e-03, eta: 12:05:11, time: 0.974, data_time: 0.006, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8898, loss_cls: 1.2484, loss: 1.2484, grad_norm: 10.1016 2020-09-13 19:36:38,548 - mmaction - INFO - Epoch [36][1060/2640] lr: 1.000e-03, eta: 12:04:47, time: 0.947, data_time: 0.003, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.7946 2020-09-13 19:36:58,935 - mmaction - INFO - Epoch [36][1080/2640] lr: 1.000e-03, eta: 12:04:24, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.7249 2020-09-13 19:37:18,775 - mmaction - INFO - Epoch [36][1100/2640] lr: 1.000e-03, eta: 12:04:00, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.9975 2020-09-13 19:37:38,866 - mmaction - INFO - Epoch [36][1120/2640] lr: 1.000e-03, eta: 12:03:36, time: 1.005, data_time: 0.003, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8781, loss_cls: 1.2377, loss: 1.2377, grad_norm: 10.0251 2020-09-13 19:37:58,958 - mmaction - INFO - Epoch [36][1140/2640] lr: 1.000e-03, eta: 12:03:13, time: 1.001, data_time: 0.006, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.5524 2020-09-13 19:38:16,649 - mmaction - INFO - Epoch [36][1160/2640] lr: 1.000e-03, eta: 12:02:48, time: 0.887, data_time: 0.008, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8836, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.7319 2020-09-13 19:38:37,262 - mmaction - INFO - Epoch [36][1180/2640] lr: 1.000e-03, eta: 12:02:25, time: 1.026, data_time: 0.084, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.2661, loss: 1.2661, grad_norm: 10.1551 2020-09-13 19:38:56,903 - mmaction - INFO - Epoch [36][1200/2640] lr: 1.000e-03, eta: 12:02:01, time: 0.987, data_time: 0.206, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.8368 2020-09-13 19:39:15,609 - mmaction - INFO - Epoch [36][1220/2640] lr: 1.000e-03, eta: 12:01:37, time: 0.934, data_time: 0.197, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2141, loss: 1.2141, grad_norm: 9.7755 2020-09-13 19:39:36,088 - mmaction - INFO - Epoch [36][1240/2640] lr: 1.000e-03, eta: 12:01:14, time: 1.025, data_time: 0.004, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8773, loss_cls: 1.2660, loss: 1.2660, grad_norm: 10.1830 2020-09-13 19:39:56,560 - mmaction - INFO - Epoch [36][1260/2640] lr: 1.000e-03, eta: 12:00:50, time: 1.022, data_time: 0.006, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8781, loss_cls: 1.2701, loss: 1.2701, grad_norm: 10.1748 2020-09-13 19:40:12,777 - mmaction - INFO - Epoch [36][1280/2640] lr: 1.000e-03, eta: 12:00:25, time: 0.812, data_time: 0.014, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2658, loss: 1.2658, grad_norm: 10.0298 2020-09-13 19:40:32,885 - mmaction - INFO - Epoch [36][1300/2640] lr: 1.000e-03, eta: 12:00:02, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1712, loss: 1.1712, grad_norm: 10.2666 2020-09-13 19:40:54,143 - mmaction - INFO - Epoch [36][1320/2640] lr: 1.000e-03, eta: 11:59:38, time: 1.064, data_time: 0.004, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8883, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.8208 2020-09-13 19:41:12,643 - mmaction - INFO - Epoch [36][1340/2640] lr: 1.000e-03, eta: 11:59:14, time: 0.920, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8844, loss_cls: 1.2317, loss: 1.2317, grad_norm: 9.8328 2020-09-13 19:41:32,739 - mmaction - INFO - Epoch [36][1360/2640] lr: 1.000e-03, eta: 11:58:51, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8852, loss_cls: 1.2477, loss: 1.2477, grad_norm: 10.0561 2020-09-13 19:41:52,654 - mmaction - INFO - Epoch [36][1380/2640] lr: 1.000e-03, eta: 11:58:27, time: 0.991, data_time: 0.032, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.7534 2020-09-13 19:42:13,199 - mmaction - INFO - Epoch [36][1400/2640] lr: 1.000e-03, eta: 11:58:04, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.8932 2020-09-13 19:42:31,463 - mmaction - INFO - Epoch [36][1420/2640] lr: 1.000e-03, eta: 11:57:39, time: 0.907, data_time: 0.006, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8766, loss_cls: 1.2689, loss: 1.2689, grad_norm: 10.0524 2020-09-13 19:42:51,634 - mmaction - INFO - Epoch [36][1440/2640] lr: 1.000e-03, eta: 11:57:16, time: 1.014, data_time: 0.009, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2483, loss: 1.2483, grad_norm: 10.0814 2020-09-13 19:43:10,649 - mmaction - INFO - Epoch [36][1460/2640] lr: 1.000e-03, eta: 11:56:52, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8859, loss_cls: 1.2631, loss: 1.2631, grad_norm: 10.2993 2020-09-13 19:43:29,318 - mmaction - INFO - Epoch [36][1480/2640] lr: 1.000e-03, eta: 11:56:28, time: 0.935, data_time: 0.004, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8828, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.7632 2020-09-13 19:43:49,025 - mmaction - INFO - Epoch [36][1500/2640] lr: 1.000e-03, eta: 11:56:04, time: 0.981, data_time: 0.013, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8703, loss_cls: 1.3134, loss: 1.3134, grad_norm: 10.1624 2020-09-13 19:44:09,013 - mmaction - INFO - Epoch [36][1520/2640] lr: 1.000e-03, eta: 11:55:40, time: 1.003, data_time: 0.040, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.7776 2020-09-13 19:44:29,113 - mmaction - INFO - Epoch [36][1540/2640] lr: 1.000e-03, eta: 11:55:17, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3241, loss: 1.3241, grad_norm: 10.1069 2020-09-13 19:44:48,229 - mmaction - INFO - Epoch [36][1560/2640] lr: 1.000e-03, eta: 11:54:53, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2491, loss: 1.2491, grad_norm: 10.0421 2020-09-13 19:45:06,857 - mmaction - INFO - Epoch [36][1580/2640] lr: 1.000e-03, eta: 11:54:29, time: 0.932, data_time: 0.008, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.9764 2020-09-13 19:45:26,555 - mmaction - INFO - Epoch [36][1600/2640] lr: 1.000e-03, eta: 11:54:05, time: 0.985, data_time: 0.003, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.4187 2020-09-13 19:45:46,217 - mmaction - INFO - Epoch [36][1620/2640] lr: 1.000e-03, eta: 11:53:41, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.6562, top5_acc: 0.8711, loss_cls: 1.3089, loss: 1.3089, grad_norm: 10.1061 2020-09-13 19:46:05,374 - mmaction - INFO - Epoch [36][1640/2640] lr: 1.000e-03, eta: 11:53:17, time: 0.961, data_time: 0.018, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2178, loss: 1.2178, grad_norm: 9.8609 2020-09-13 19:46:25,816 - mmaction - INFO - Epoch [36][1660/2640] lr: 1.000e-03, eta: 11:52:54, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2467, loss: 1.2467, grad_norm: 9.5894 2020-09-13 19:46:44,755 - mmaction - INFO - Epoch [36][1680/2640] lr: 1.000e-03, eta: 11:52:30, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2290, loss: 1.2290, grad_norm: 9.9705 2020-09-13 19:47:04,897 - mmaction - INFO - Epoch [36][1700/2640] lr: 1.000e-03, eta: 11:52:06, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8852, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.6718 2020-09-13 19:47:25,116 - mmaction - INFO - Epoch [36][1720/2640] lr: 1.000e-03, eta: 11:51:43, time: 1.012, data_time: 0.006, memory: 7069, top1_acc: 0.6508, top5_acc: 0.8648, loss_cls: 1.3415, loss: 1.3415, grad_norm: 10.1028 2020-09-13 19:47:44,398 - mmaction - INFO - Epoch [36][1740/2640] lr: 1.000e-03, eta: 11:51:19, time: 0.962, data_time: 0.007, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8906, loss_cls: 1.2021, loss: 1.2021, grad_norm: 10.0957 2020-09-13 19:48:04,062 - mmaction - INFO - Epoch [36][1760/2640] lr: 1.000e-03, eta: 11:50:55, time: 0.985, data_time: 0.016, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.2604, loss: 1.2604, grad_norm: 10.1495 2020-09-13 19:48:23,309 - mmaction - INFO - Epoch [36][1780/2640] lr: 1.000e-03, eta: 11:50:32, time: 0.959, data_time: 0.049, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.2379, loss: 1.2379, grad_norm: 9.9684 2020-09-13 19:48:43,354 - mmaction - INFO - Epoch [36][1800/2640] lr: 1.000e-03, eta: 11:50:08, time: 1.004, data_time: 0.394, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8727, loss_cls: 1.3085, loss: 1.3085, grad_norm: 10.2689 2020-09-13 19:49:03,059 - mmaction - INFO - Epoch [36][1820/2640] lr: 1.000e-03, eta: 11:49:44, time: 0.986, data_time: 0.388, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8852, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.7893 2020-09-13 19:49:22,233 - mmaction - INFO - Epoch [36][1840/2640] lr: 1.000e-03, eta: 11:49:20, time: 0.959, data_time: 0.293, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.9382 2020-09-13 19:49:42,154 - mmaction - INFO - Epoch [36][1860/2640] lr: 1.000e-03, eta: 11:48:57, time: 0.992, data_time: 0.050, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.9025 2020-09-13 19:50:01,610 - mmaction - INFO - Epoch [36][1880/2640] lr: 1.000e-03, eta: 11:48:33, time: 0.976, data_time: 0.073, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.8080 2020-09-13 19:50:21,966 - mmaction - INFO - Epoch [36][1900/2640] lr: 1.000e-03, eta: 11:48:10, time: 1.018, data_time: 0.005, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8906, loss_cls: 1.2048, loss: 1.2048, grad_norm: 10.1829 2020-09-13 19:50:41,566 - mmaction - INFO - Epoch [36][1920/2640] lr: 1.000e-03, eta: 11:47:46, time: 0.978, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.6999 2020-09-13 19:51:00,652 - mmaction - INFO - Epoch [36][1940/2640] lr: 1.000e-03, eta: 11:47:22, time: 0.957, data_time: 0.004, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.5666 2020-09-13 19:51:21,561 - mmaction - INFO - Epoch [36][1960/2640] lr: 1.000e-03, eta: 11:46:59, time: 1.044, data_time: 0.006, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8969, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.7185 2020-09-13 19:51:37,952 - mmaction - INFO - Epoch [36][1980/2640] lr: 1.000e-03, eta: 11:46:34, time: 0.819, data_time: 0.004, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8805, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.9831 2020-09-13 19:51:57,835 - mmaction - INFO - Epoch [36][2000/2640] lr: 1.000e-03, eta: 11:46:10, time: 0.995, data_time: 0.181, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.9546 2020-09-13 19:52:17,073 - mmaction - INFO - Epoch [36][2020/2640] lr: 1.000e-03, eta: 11:45:46, time: 0.959, data_time: 0.100, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8789, loss_cls: 1.2404, loss: 1.2404, grad_norm: 10.0150 2020-09-13 19:52:37,519 - mmaction - INFO - Epoch [36][2040/2640] lr: 1.000e-03, eta: 11:45:23, time: 1.024, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8820, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.9874 2020-09-13 19:52:56,078 - mmaction - INFO - Epoch [36][2060/2640] lr: 1.000e-03, eta: 11:44:59, time: 0.929, data_time: 0.006, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2163, loss: 1.2163, grad_norm: 9.7699 2020-09-13 19:53:15,677 - mmaction - INFO - Epoch [36][2080/2640] lr: 1.000e-03, eta: 11:44:35, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.9785 2020-09-13 19:53:34,403 - mmaction - INFO - Epoch [36][2100/2640] lr: 1.000e-03, eta: 11:44:11, time: 0.932, data_time: 0.206, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8898, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.8820 2020-09-13 19:53:54,497 - mmaction - INFO - Epoch [36][2120/2640] lr: 1.000e-03, eta: 11:43:48, time: 1.009, data_time: 0.161, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2748, loss: 1.2748, grad_norm: 10.1009 2020-09-13 19:54:14,404 - mmaction - INFO - Epoch [36][2140/2640] lr: 1.000e-03, eta: 11:43:24, time: 0.994, data_time: 0.014, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8953, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.4521 2020-09-13 19:54:34,729 - mmaction - INFO - Epoch [36][2160/2640] lr: 1.000e-03, eta: 11:43:01, time: 1.017, data_time: 0.003, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8953, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.6950 2020-09-13 19:54:53,675 - mmaction - INFO - Epoch [36][2180/2640] lr: 1.000e-03, eta: 11:42:37, time: 0.944, data_time: 0.008, memory: 7069, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3285, loss: 1.3285, grad_norm: 10.3909 2020-09-13 19:55:12,643 - mmaction - INFO - Epoch [36][2200/2640] lr: 1.000e-03, eta: 11:42:13, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.2957, loss: 1.2957, grad_norm: 10.0913 2020-09-13 19:55:32,700 - mmaction - INFO - Epoch [36][2220/2640] lr: 1.000e-03, eta: 11:41:49, time: 1.003, data_time: 0.120, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2804, loss: 1.2804, grad_norm: 10.0364 2020-09-13 19:55:52,689 - mmaction - INFO - Epoch [36][2240/2640] lr: 1.000e-03, eta: 11:41:26, time: 1.001, data_time: 0.045, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.9548 2020-09-13 19:56:12,939 - mmaction - INFO - Epoch [36][2260/2640] lr: 1.000e-03, eta: 11:41:02, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2791, loss: 1.2791, grad_norm: 10.0649 2020-09-13 19:56:32,239 - mmaction - INFO - Epoch [36][2280/2640] lr: 1.000e-03, eta: 11:40:38, time: 0.971, data_time: 0.010, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8992, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.6321 2020-09-13 19:56:53,273 - mmaction - INFO - Epoch [36][2300/2640] lr: 1.000e-03, eta: 11:40:15, time: 1.049, data_time: 0.007, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1944, loss: 1.1944, grad_norm: 9.8532 2020-09-13 19:57:12,417 - mmaction - INFO - Epoch [36][2320/2640] lr: 1.000e-03, eta: 11:39:52, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.7787 2020-09-13 19:57:30,856 - mmaction - INFO - Epoch [36][2340/2640] lr: 1.000e-03, eta: 11:39:27, time: 0.920, data_time: 0.007, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8883, loss_cls: 1.2026, loss: 1.2026, grad_norm: 9.9163 2020-09-13 19:57:48,929 - mmaction - INFO - Epoch [36][2360/2640] lr: 1.000e-03, eta: 11:39:03, time: 0.905, data_time: 0.007, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8742, loss_cls: 1.2933, loss: 1.2933, grad_norm: 10.3220 2020-09-13 19:58:08,347 - mmaction - INFO - Epoch [36][2380/2640] lr: 1.000e-03, eta: 11:38:39, time: 0.966, data_time: 0.007, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.7427 2020-09-13 19:58:28,212 - mmaction - INFO - Epoch [36][2400/2640] lr: 1.000e-03, eta: 11:38:16, time: 0.998, data_time: 0.009, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8938, loss_cls: 1.2361, loss: 1.2361, grad_norm: 10.1404 2020-09-13 19:58:47,694 - mmaction - INFO - Epoch [36][2420/2640] lr: 1.000e-03, eta: 11:37:52, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8883, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.7560 2020-09-13 19:59:07,978 - mmaction - INFO - Epoch [36][2440/2640] lr: 1.000e-03, eta: 11:37:29, time: 1.015, data_time: 0.003, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8852, loss_cls: 1.2401, loss: 1.2401, grad_norm: 10.0143 2020-09-13 19:59:27,616 - mmaction - INFO - Epoch [36][2460/2640] lr: 1.000e-03, eta: 11:37:05, time: 0.976, data_time: 0.005, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.6494 2020-09-13 19:59:46,202 - mmaction - INFO - Epoch [36][2480/2640] lr: 1.000e-03, eta: 11:36:41, time: 0.934, data_time: 0.094, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2409, loss: 1.2409, grad_norm: 9.8048 2020-09-13 20:00:08,204 - mmaction - INFO - Epoch [36][2500/2640] lr: 1.000e-03, eta: 11:36:18, time: 1.092, data_time: 0.219, memory: 7069, top1_acc: 0.6594, top5_acc: 0.8797, loss_cls: 1.2883, loss: 1.2883, grad_norm: 10.1810 2020-09-13 20:00:25,566 - mmaction - INFO - Epoch [36][2520/2640] lr: 1.000e-03, eta: 11:35:54, time: 0.877, data_time: 0.200, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8867, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.9592 2020-09-13 20:00:49,039 - mmaction - INFO - Epoch [36][2540/2640] lr: 1.000e-03, eta: 11:35:31, time: 1.156, data_time: 0.278, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.8108 2020-09-13 20:01:08,403 - mmaction - INFO - Epoch [36][2560/2640] lr: 1.000e-03, eta: 11:35:08, time: 0.984, data_time: 0.276, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.8950 2020-09-13 20:01:28,817 - mmaction - INFO - Epoch [36][2580/2640] lr: 1.000e-03, eta: 11:34:44, time: 1.022, data_time: 0.142, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.7370 2020-09-13 20:01:48,695 - mmaction - INFO - Epoch [36][2600/2640] lr: 1.000e-03, eta: 11:34:21, time: 0.994, data_time: 0.049, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8734, loss_cls: 1.2542, loss: 1.2542, grad_norm: 10.1165 2020-09-13 20:02:07,532 - mmaction - INFO - Epoch [36][2620/2640] lr: 1.000e-03, eta: 11:33:57, time: 0.936, data_time: 0.021, memory: 7069, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.2941, loss: 1.2941, grad_norm: 10.0515 2020-09-13 20:02:23,624 - mmaction - INFO - Epoch [36][2640/2640] lr: 1.000e-03, eta: 11:33:32, time: 0.810, data_time: 0.008, memory: 7069, top1_acc: 0.6952, top5_acc: 0.8927, loss_cls: 1.1810, loss: 1.1810, grad_norm: 10.3503 2020-09-13 20:02:41,555 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-09-13 20:09:25,797 - mmaction - INFO - Epoch [37][20/2640] lr: 1.000e-03, eta: 11:35:37, time: 20.164, data_time: 19.111, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8898, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.7195 2020-09-13 20:09:47,979 - mmaction - INFO - Epoch [37][40/2640] lr: 1.000e-03, eta: 11:35:15, time: 1.113, data_time: 0.020, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8789, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.9813 2020-09-13 20:10:07,023 - mmaction - INFO - Epoch [37][60/2640] lr: 1.000e-03, eta: 11:34:51, time: 0.956, data_time: 0.009, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2168, loss: 1.2168, grad_norm: 10.0999 2020-09-13 20:10:26,353 - mmaction - INFO - Epoch [37][80/2640] lr: 1.000e-03, eta: 11:34:27, time: 0.969, data_time: 0.048, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.7362 2020-09-13 20:10:45,522 - mmaction - INFO - Epoch [37][100/2640] lr: 1.000e-03, eta: 11:34:03, time: 0.952, data_time: 0.060, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.7375 2020-09-13 20:11:05,974 - mmaction - INFO - Epoch [37][120/2640] lr: 1.000e-03, eta: 11:33:39, time: 1.028, data_time: 0.118, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.8371 2020-09-13 20:11:25,220 - mmaction - INFO - Epoch [37][140/2640] lr: 1.000e-03, eta: 11:33:16, time: 0.961, data_time: 0.037, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8859, loss_cls: 1.2176, loss: 1.2176, grad_norm: 10.0136 2020-09-13 20:11:44,594 - mmaction - INFO - Epoch [37][160/2640] lr: 1.000e-03, eta: 11:32:52, time: 0.970, data_time: 0.005, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.9128 2020-09-13 20:12:03,653 - mmaction - INFO - Epoch [37][180/2640] lr: 1.000e-03, eta: 11:32:28, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8969, loss_cls: 1.1400, loss: 1.1400, grad_norm: 9.8957 2020-09-13 20:12:24,182 - mmaction - INFO - Epoch [37][200/2640] lr: 1.000e-03, eta: 11:32:04, time: 1.031, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.8608 2020-09-13 20:12:43,765 - mmaction - INFO - Epoch [37][220/2640] lr: 1.000e-03, eta: 11:31:41, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8969, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.7177 2020-09-13 20:13:03,787 - mmaction - INFO - Epoch [37][240/2640] lr: 1.000e-03, eta: 11:31:17, time: 1.007, data_time: 0.009, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8859, loss_cls: 1.1829, loss: 1.1829, grad_norm: 9.8625 2020-09-13 20:13:23,511 - mmaction - INFO - Epoch [37][260/2640] lr: 1.000e-03, eta: 11:30:53, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.2352, loss: 1.2352, grad_norm: 9.8721 2020-09-13 20:13:42,088 - mmaction - INFO - Epoch [37][280/2640] lr: 1.000e-03, eta: 11:30:29, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.9414 2020-09-13 20:14:02,158 - mmaction - INFO - Epoch [37][300/2640] lr: 1.000e-03, eta: 11:30:06, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2728, loss: 1.2728, grad_norm: 9.9020 2020-09-13 20:14:21,917 - mmaction - INFO - Epoch [37][320/2640] lr: 1.000e-03, eta: 11:29:42, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1639, loss: 1.1639, grad_norm: 9.8554 2020-09-13 20:14:41,011 - mmaction - INFO - Epoch [37][340/2640] lr: 1.000e-03, eta: 11:29:18, time: 0.955, data_time: 0.002, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.8002 2020-09-13 20:15:01,264 - mmaction - INFO - Epoch [37][360/2640] lr: 1.000e-03, eta: 11:28:55, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2263, loss: 1.2263, grad_norm: 10.0709 2020-09-13 20:15:20,565 - mmaction - INFO - Epoch [37][380/2640] lr: 1.000e-03, eta: 11:28:31, time: 0.966, data_time: 0.027, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.9281 2020-09-13 20:15:39,083 - mmaction - INFO - Epoch [37][400/2640] lr: 1.000e-03, eta: 11:28:07, time: 0.920, data_time: 0.126, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8938, loss_cls: 1.1974, loss: 1.1974, grad_norm: 10.2473 2020-09-13 20:15:59,090 - mmaction - INFO - Epoch [37][420/2640] lr: 1.000e-03, eta: 11:27:43, time: 1.005, data_time: 0.324, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.5964 2020-09-13 20:16:19,005 - mmaction - INFO - Epoch [37][440/2640] lr: 1.000e-03, eta: 11:27:19, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8898, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.7626 2020-09-13 20:16:39,181 - mmaction - INFO - Epoch [37][460/2640] lr: 1.000e-03, eta: 11:26:56, time: 1.012, data_time: 0.068, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8773, loss_cls: 1.2699, loss: 1.2699, grad_norm: 10.2338 2020-09-13 20:16:59,794 - mmaction - INFO - Epoch [37][480/2640] lr: 1.000e-03, eta: 11:26:33, time: 1.030, data_time: 0.006, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.7087 2020-09-13 20:17:17,855 - mmaction - INFO - Epoch [37][500/2640] lr: 1.000e-03, eta: 11:26:08, time: 0.904, data_time: 0.003, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1940, loss: 1.1940, grad_norm: 10.0925 2020-09-13 20:17:36,483 - mmaction - INFO - Epoch [37][520/2640] lr: 1.000e-03, eta: 11:25:44, time: 0.930, data_time: 0.089, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9070, loss_cls: 1.0714, loss: 1.0714, grad_norm: 9.4279 2020-09-13 20:17:56,170 - mmaction - INFO - Epoch [37][540/2640] lr: 1.000e-03, eta: 11:25:20, time: 0.986, data_time: 0.373, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2229, loss: 1.2229, grad_norm: 10.1067 2020-09-13 20:18:16,509 - mmaction - INFO - Epoch [37][560/2640] lr: 1.000e-03, eta: 11:24:57, time: 1.013, data_time: 0.427, memory: 7069, top1_acc: 0.7008, top5_acc: 0.9008, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.6304 2020-09-13 20:18:35,078 - mmaction - INFO - Epoch [37][580/2640] lr: 1.000e-03, eta: 11:24:33, time: 0.933, data_time: 0.192, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.7059 2020-09-13 20:18:55,830 - mmaction - INFO - Epoch [37][600/2640] lr: 1.000e-03, eta: 11:24:10, time: 1.032, data_time: 0.197, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.8456 2020-09-13 20:19:15,760 - mmaction - INFO - Epoch [37][620/2640] lr: 1.000e-03, eta: 11:23:46, time: 1.002, data_time: 0.036, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1689, loss: 1.1689, grad_norm: 9.7915 2020-09-13 20:19:34,191 - mmaction - INFO - Epoch [37][640/2640] lr: 1.000e-03, eta: 11:23:22, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.2063, loss: 1.2063, grad_norm: 10.0375 2020-09-13 20:19:53,767 - mmaction - INFO - Epoch [37][660/2640] lr: 1.000e-03, eta: 11:22:58, time: 0.983, data_time: 0.009, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2029, loss: 1.2029, grad_norm: 9.8895 2020-09-13 20:20:14,064 - mmaction - INFO - Epoch [37][680/2640] lr: 1.000e-03, eta: 11:22:35, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2213, loss: 1.2213, grad_norm: 10.0399 2020-09-13 20:20:33,377 - mmaction - INFO - Epoch [37][700/2640] lr: 1.000e-03, eta: 11:22:11, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1363, loss: 1.1363, grad_norm: 9.8540 2020-09-13 20:20:51,819 - mmaction - INFO - Epoch [37][720/2640] lr: 1.000e-03, eta: 11:21:47, time: 0.922, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.1918, loss: 1.1918, grad_norm: 10.0070 2020-09-13 20:21:12,264 - mmaction - INFO - Epoch [37][740/2640] lr: 1.000e-03, eta: 11:21:23, time: 1.022, data_time: 0.002, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2356, loss: 1.2356, grad_norm: 10.4448 2020-09-13 20:21:32,524 - mmaction - INFO - Epoch [37][760/2640] lr: 1.000e-03, eta: 11:21:00, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.8719 2020-09-13 20:21:53,425 - mmaction - INFO - Epoch [37][780/2640] lr: 1.000e-03, eta: 11:20:37, time: 1.051, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2401, loss: 1.2401, grad_norm: 10.1102 2020-09-13 20:22:11,327 - mmaction - INFO - Epoch [37][800/2640] lr: 1.000e-03, eta: 11:20:12, time: 0.894, data_time: 0.005, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.6165 2020-09-13 20:22:30,815 - mmaction - INFO - Epoch [37][820/2640] lr: 1.000e-03, eta: 11:19:49, time: 0.975, data_time: 0.003, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2575, loss: 1.2575, grad_norm: 10.1161 2020-09-13 20:22:51,508 - mmaction - INFO - Epoch [37][840/2640] lr: 1.000e-03, eta: 11:19:25, time: 1.034, data_time: 0.058, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8797, loss_cls: 1.2446, loss: 1.2446, grad_norm: 10.2426 2020-09-13 20:23:10,667 - mmaction - INFO - Epoch [37][860/2640] lr: 1.000e-03, eta: 11:19:02, time: 0.958, data_time: 0.118, memory: 7069, top1_acc: 0.7008, top5_acc: 0.9039, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.7720 2020-09-13 20:23:30,778 - mmaction - INFO - Epoch [37][880/2640] lr: 1.000e-03, eta: 11:18:38, time: 1.000, data_time: 0.110, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8859, loss_cls: 1.2175, loss: 1.2175, grad_norm: 9.9820 2020-09-13 20:23:49,057 - mmaction - INFO - Epoch [37][900/2640] lr: 1.000e-03, eta: 11:18:14, time: 0.920, data_time: 0.031, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0969, loss: 1.0969, grad_norm: 9.5032 2020-09-13 20:24:09,290 - mmaction - INFO - Epoch [37][920/2640] lr: 1.000e-03, eta: 11:17:50, time: 1.009, data_time: 0.005, memory: 7069, top1_acc: 0.6930, top5_acc: 0.9023, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.8198 2020-09-13 20:24:28,865 - mmaction - INFO - Epoch [37][940/2640] lr: 1.000e-03, eta: 11:17:27, time: 0.982, data_time: 0.007, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1709, loss: 1.1709, grad_norm: 10.0366 2020-09-13 20:24:48,060 - mmaction - INFO - Epoch [37][960/2640] lr: 1.000e-03, eta: 11:17:03, time: 0.958, data_time: 0.009, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2299, loss: 1.2299, grad_norm: 10.0772 2020-09-13 20:25:07,205 - mmaction - INFO - Epoch [37][980/2640] lr: 1.000e-03, eta: 11:16:39, time: 0.958, data_time: 0.009, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1927, loss: 1.1927, grad_norm: 10.1317 2020-09-13 20:25:26,146 - mmaction - INFO - Epoch [37][1000/2640] lr: 1.000e-03, eta: 11:16:15, time: 0.949, data_time: 0.003, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.1745, loss: 1.1745, grad_norm: 10.0749 2020-09-13 20:25:46,934 - mmaction - INFO - Epoch [37][1020/2640] lr: 1.000e-03, eta: 11:15:52, time: 1.033, data_time: 0.006, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8828, loss_cls: 1.2095, loss: 1.2095, grad_norm: 10.1468 2020-09-13 20:26:06,738 - mmaction - INFO - Epoch [37][1040/2640] lr: 1.000e-03, eta: 11:15:28, time: 0.995, data_time: 0.008, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2139, loss: 1.2139, grad_norm: 10.1733 2020-09-13 20:26:25,609 - mmaction - INFO - Epoch [37][1060/2640] lr: 1.000e-03, eta: 11:15:04, time: 0.945, data_time: 0.007, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2237, loss: 1.2237, grad_norm: 9.8941 2020-09-13 20:26:46,167 - mmaction - INFO - Epoch [37][1080/2640] lr: 1.000e-03, eta: 11:14:41, time: 1.028, data_time: 0.003, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1743, loss: 1.1743, grad_norm: 10.0676 2020-09-13 20:27:05,575 - mmaction - INFO - Epoch [37][1100/2640] lr: 1.000e-03, eta: 11:14:17, time: 0.964, data_time: 0.005, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.2189, loss: 1.2189, grad_norm: 10.1322 2020-09-13 20:27:25,537 - mmaction - INFO - Epoch [37][1120/2640] lr: 1.000e-03, eta: 11:13:54, time: 1.003, data_time: 0.009, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.2760, loss: 1.2760, grad_norm: 10.1796 2020-09-13 20:27:44,633 - mmaction - INFO - Epoch [37][1140/2640] lr: 1.000e-03, eta: 11:13:30, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8781, loss_cls: 1.2911, loss: 1.2911, grad_norm: 10.4533 2020-09-13 20:28:04,113 - mmaction - INFO - Epoch [37][1160/2640] lr: 1.000e-03, eta: 11:13:06, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8781, loss_cls: 1.2401, loss: 1.2401, grad_norm: 10.1411 2020-09-13 20:28:23,880 - mmaction - INFO - Epoch [37][1180/2640] lr: 1.000e-03, eta: 11:12:43, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8914, loss_cls: 1.1708, loss: 1.1708, grad_norm: 10.0650 2020-09-13 20:28:42,700 - mmaction - INFO - Epoch [37][1200/2640] lr: 1.000e-03, eta: 11:12:19, time: 0.946, data_time: 0.008, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8984, loss_cls: 1.2108, loss: 1.2108, grad_norm: 10.3285 2020-09-13 20:29:02,355 - mmaction - INFO - Epoch [37][1220/2640] lr: 1.000e-03, eta: 11:11:55, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.6711 2020-09-13 20:29:21,877 - mmaction - INFO - Epoch [37][1240/2640] lr: 1.000e-03, eta: 11:11:31, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.9841 2020-09-13 20:29:42,273 - mmaction - INFO - Epoch [37][1260/2640] lr: 1.000e-03, eta: 11:11:08, time: 1.015, data_time: 0.005, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2374, loss: 1.2374, grad_norm: 10.4196 2020-09-13 20:30:01,952 - mmaction - INFO - Epoch [37][1280/2640] lr: 1.000e-03, eta: 11:10:44, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8922, loss_cls: 1.1716, loss: 1.1716, grad_norm: 10.0184 2020-09-13 20:30:21,182 - mmaction - INFO - Epoch [37][1300/2640] lr: 1.000e-03, eta: 11:10:21, time: 0.963, data_time: 0.005, memory: 7069, top1_acc: 0.6609, top5_acc: 0.8875, loss_cls: 1.2446, loss: 1.2446, grad_norm: 10.4753 2020-09-13 20:30:42,238 - mmaction - INFO - Epoch [37][1320/2640] lr: 1.000e-03, eta: 11:09:57, time: 1.049, data_time: 0.282, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8859, loss_cls: 1.2173, loss: 1.2173, grad_norm: 10.2110 2020-09-13 20:31:00,965 - mmaction - INFO - Epoch [37][1340/2640] lr: 1.000e-03, eta: 11:09:33, time: 0.939, data_time: 0.214, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8766, loss_cls: 1.2172, loss: 1.2172, grad_norm: 10.0190 2020-09-13 20:31:19,491 - mmaction - INFO - Epoch [37][1360/2640] lr: 1.000e-03, eta: 11:09:09, time: 0.923, data_time: 0.053, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.1134, loss: 1.1134, grad_norm: 9.5966 2020-09-13 20:31:40,132 - mmaction - INFO - Epoch [37][1380/2640] lr: 1.000e-03, eta: 11:08:46, time: 1.035, data_time: 0.167, memory: 7069, top1_acc: 0.6961, top5_acc: 0.9023, loss_cls: 1.1246, loss: 1.1246, grad_norm: 9.8535 2020-09-13 20:32:00,364 - mmaction - INFO - Epoch [37][1400/2640] lr: 1.000e-03, eta: 11:08:23, time: 1.011, data_time: 0.003, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8812, loss_cls: 1.2510, loss: 1.2510, grad_norm: 10.4201 2020-09-13 20:32:19,533 - mmaction - INFO - Epoch [37][1420/2640] lr: 1.000e-03, eta: 11:07:59, time: 0.959, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8930, loss_cls: 1.1768, loss: 1.1768, grad_norm: 10.1300 2020-09-13 20:32:38,128 - mmaction - INFO - Epoch [37][1440/2640] lr: 1.000e-03, eta: 11:07:35, time: 0.926, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.2553, loss: 1.2553, grad_norm: 10.2940 2020-09-13 20:32:58,092 - mmaction - INFO - Epoch [37][1460/2640] lr: 1.000e-03, eta: 11:07:11, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.9811 2020-09-13 20:33:18,403 - mmaction - INFO - Epoch [37][1480/2640] lr: 1.000e-03, eta: 11:06:48, time: 1.010, data_time: 0.005, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8992, loss_cls: 1.1460, loss: 1.1460, grad_norm: 9.8455 2020-09-13 20:33:37,678 - mmaction - INFO - Epoch [37][1500/2640] lr: 1.000e-03, eta: 11:06:24, time: 0.968, data_time: 0.009, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8812, loss_cls: 1.2405, loss: 1.2405, grad_norm: 10.5576 2020-09-13 20:33:56,594 - mmaction - INFO - Epoch [37][1520/2640] lr: 1.000e-03, eta: 11:06:00, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8875, loss_cls: 1.2030, loss: 1.2030, grad_norm: 10.4074 2020-09-13 20:34:18,147 - mmaction - INFO - Epoch [37][1540/2640] lr: 1.000e-03, eta: 11:05:37, time: 1.078, data_time: 0.004, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8805, loss_cls: 1.2551, loss: 1.2551, grad_norm: 10.2268 2020-09-13 20:34:35,248 - mmaction - INFO - Epoch [37][1560/2640] lr: 1.000e-03, eta: 11:05:13, time: 0.856, data_time: 0.003, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8867, loss_cls: 1.2211, loss: 1.2211, grad_norm: 10.3764 2020-09-13 20:34:56,280 - mmaction - INFO - Epoch [37][1580/2640] lr: 1.000e-03, eta: 11:04:50, time: 1.046, data_time: 0.006, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.2448, loss: 1.2448, grad_norm: 10.3475 2020-09-13 20:35:16,839 - mmaction - INFO - Epoch [37][1600/2640] lr: 1.000e-03, eta: 11:04:27, time: 1.033, data_time: 0.009, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8867, loss_cls: 1.2290, loss: 1.2290, grad_norm: 10.5663 2020-09-13 20:35:36,853 - mmaction - INFO - Epoch [37][1620/2640] lr: 1.000e-03, eta: 11:04:03, time: 0.998, data_time: 0.007, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8898, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.9768 2020-09-13 20:35:55,479 - mmaction - INFO - Epoch [37][1640/2640] lr: 1.000e-03, eta: 11:03:39, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.2327, loss: 1.2327, grad_norm: 10.3599 2020-09-13 20:36:15,663 - mmaction - INFO - Epoch [37][1660/2640] lr: 1.000e-03, eta: 11:03:16, time: 1.003, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.2032, loss: 1.2032, grad_norm: 9.7920 2020-09-13 20:36:34,752 - mmaction - INFO - Epoch [37][1680/2640] lr: 1.000e-03, eta: 11:02:52, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.6617, top5_acc: 0.8805, loss_cls: 1.2563, loss: 1.2563, grad_norm: 10.3665 2020-09-13 20:36:54,047 - mmaction - INFO - Epoch [37][1700/2640] lr: 1.000e-03, eta: 11:02:28, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2328, loss: 1.2328, grad_norm: 10.0399 2020-09-13 20:37:13,758 - mmaction - INFO - Epoch [37][1720/2640] lr: 1.000e-03, eta: 11:02:05, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8734, loss_cls: 1.2658, loss: 1.2658, grad_norm: 10.2192 2020-09-13 20:37:33,751 - mmaction - INFO - Epoch [37][1740/2640] lr: 1.000e-03, eta: 11:01:41, time: 1.004, data_time: 0.009, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.8009 2020-09-13 20:37:52,789 - mmaction - INFO - Epoch [37][1760/2640] lr: 1.000e-03, eta: 11:01:17, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.8930 2020-09-13 20:38:12,060 - mmaction - INFO - Epoch [37][1780/2640] lr: 1.000e-03, eta: 11:00:54, time: 0.967, data_time: 0.007, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8938, loss_cls: 1.1606, loss: 1.1606, grad_norm: 10.0139 2020-09-13 20:38:32,045 - mmaction - INFO - Epoch [37][1800/2640] lr: 1.000e-03, eta: 11:00:30, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.2061, loss: 1.2061, grad_norm: 10.6239 2020-09-13 20:38:50,818 - mmaction - INFO - Epoch [37][1820/2640] lr: 1.000e-03, eta: 11:00:06, time: 0.943, data_time: 0.146, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.9737 2020-09-13 20:39:10,432 - mmaction - INFO - Epoch [37][1840/2640] lr: 1.000e-03, eta: 10:59:42, time: 0.976, data_time: 0.213, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.2009, loss: 1.2009, grad_norm: 10.2684 2020-09-13 20:39:29,803 - mmaction - INFO - Epoch [37][1860/2640] lr: 1.000e-03, eta: 10:59:19, time: 0.975, data_time: 0.010, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8852, loss_cls: 1.2600, loss: 1.2600, grad_norm: 10.3818 2020-09-13 20:39:49,554 - mmaction - INFO - Epoch [37][1880/2640] lr: 1.000e-03, eta: 10:58:55, time: 0.984, data_time: 0.006, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8844, loss_cls: 1.2161, loss: 1.2161, grad_norm: 10.3229 2020-09-13 20:40:09,169 - mmaction - INFO - Epoch [37][1900/2640] lr: 1.000e-03, eta: 10:58:32, time: 0.984, data_time: 0.009, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8773, loss_cls: 1.2560, loss: 1.2560, grad_norm: 10.4253 2020-09-13 20:40:29,131 - mmaction - INFO - Epoch [37][1920/2640] lr: 1.000e-03, eta: 10:58:08, time: 0.998, data_time: 0.119, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.9998 2020-09-13 20:40:48,870 - mmaction - INFO - Epoch [37][1940/2640] lr: 1.000e-03, eta: 10:57:45, time: 0.982, data_time: 0.025, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.8145 2020-09-13 20:41:08,308 - mmaction - INFO - Epoch [37][1960/2640] lr: 1.000e-03, eta: 10:57:21, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8922, loss_cls: 1.1962, loss: 1.1962, grad_norm: 10.2350 2020-09-13 20:41:28,046 - mmaction - INFO - Epoch [37][1980/2640] lr: 1.000e-03, eta: 10:56:57, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8852, loss_cls: 1.2105, loss: 1.2105, grad_norm: 10.3740 2020-09-13 20:41:46,799 - mmaction - INFO - Epoch [37][2000/2640] lr: 1.000e-03, eta: 10:56:34, time: 0.941, data_time: 0.009, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8844, loss_cls: 1.2388, loss: 1.2388, grad_norm: 10.2098 2020-09-13 20:42:06,372 - mmaction - INFO - Epoch [37][2020/2640] lr: 1.000e-03, eta: 10:56:10, time: 0.974, data_time: 0.010, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8844, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.9880 2020-09-13 20:42:25,328 - mmaction - INFO - Epoch [37][2040/2640] lr: 1.000e-03, eta: 10:55:46, time: 0.953, data_time: 0.042, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8906, loss_cls: 1.2033, loss: 1.2033, grad_norm: 10.3246 2020-09-13 20:42:44,861 - mmaction - INFO - Epoch [37][2060/2640] lr: 1.000e-03, eta: 10:55:22, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2357, loss: 1.2357, grad_norm: 10.2118 2020-09-13 20:43:04,982 - mmaction - INFO - Epoch [37][2080/2640] lr: 1.000e-03, eta: 10:54:59, time: 1.010, data_time: 0.007, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8906, loss_cls: 1.1776, loss: 1.1776, grad_norm: 10.1579 2020-09-13 20:43:24,941 - mmaction - INFO - Epoch [37][2100/2640] lr: 1.000e-03, eta: 10:54:36, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8898, loss_cls: 1.2307, loss: 1.2307, grad_norm: 10.3053 2020-09-13 20:43:42,451 - mmaction - INFO - Epoch [37][2120/2640] lr: 1.000e-03, eta: 10:54:11, time: 0.879, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8828, loss_cls: 1.2534, loss: 1.2534, grad_norm: 10.4719 2020-09-13 20:44:03,422 - mmaction - INFO - Epoch [37][2140/2640] lr: 1.000e-03, eta: 10:53:48, time: 1.048, data_time: 0.008, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8938, loss_cls: 1.2235, loss: 1.2235, grad_norm: 10.6207 2020-09-13 20:44:22,601 - mmaction - INFO - Epoch [37][2160/2640] lr: 1.000e-03, eta: 10:53:24, time: 0.959, data_time: 0.006, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8891, loss_cls: 1.2314, loss: 1.2314, grad_norm: 10.0187 2020-09-13 20:44:41,789 - mmaction - INFO - Epoch [37][2180/2640] lr: 1.000e-03, eta: 10:53:01, time: 0.961, data_time: 0.017, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8852, loss_cls: 1.2242, loss: 1.2242, grad_norm: 10.2865 2020-09-13 20:45:01,399 - mmaction - INFO - Epoch [37][2200/2640] lr: 1.000e-03, eta: 10:52:37, time: 0.975, data_time: 0.150, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8930, loss_cls: 1.1856, loss: 1.1856, grad_norm: 10.1012 2020-09-13 20:45:21,902 - mmaction - INFO - Epoch [37][2220/2640] lr: 1.000e-03, eta: 10:52:14, time: 1.031, data_time: 0.402, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2386, loss: 1.2386, grad_norm: 9.9674 2020-09-13 20:45:43,010 - mmaction - INFO - Epoch [37][2240/2640] lr: 1.000e-03, eta: 10:51:51, time: 1.053, data_time: 0.461, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1613, loss: 1.1613, grad_norm: 10.1277 2020-09-13 20:46:01,331 - mmaction - INFO - Epoch [37][2260/2640] lr: 1.000e-03, eta: 10:51:27, time: 0.918, data_time: 0.326, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2731, loss: 1.2731, grad_norm: 10.3101 2020-09-13 20:46:21,490 - mmaction - INFO - Epoch [37][2280/2640] lr: 1.000e-03, eta: 10:51:03, time: 1.003, data_time: 0.403, memory: 7069, top1_acc: 0.6992, top5_acc: 0.9008, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.7187 2020-09-13 20:46:40,712 - mmaction - INFO - Epoch [37][2300/2640] lr: 1.000e-03, eta: 10:50:40, time: 0.965, data_time: 0.343, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8836, loss_cls: 1.2176, loss: 1.2176, grad_norm: 10.0226 2020-09-13 20:46:59,364 - mmaction - INFO - Epoch [37][2320/2640] lr: 1.000e-03, eta: 10:50:16, time: 0.929, data_time: 0.096, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8898, loss_cls: 1.2074, loss: 1.2074, grad_norm: 10.2290 2020-09-13 20:47:18,940 - mmaction - INFO - Epoch [37][2340/2640] lr: 1.000e-03, eta: 10:49:52, time: 0.984, data_time: 0.102, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2110, loss: 1.2110, grad_norm: 10.1496 2020-09-13 20:47:39,055 - mmaction - INFO - Epoch [37][2360/2640] lr: 1.000e-03, eta: 10:49:29, time: 1.001, data_time: 0.230, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8773, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.8513 2020-09-13 20:47:59,124 - mmaction - INFO - Epoch [37][2380/2640] lr: 1.000e-03, eta: 10:49:06, time: 1.007, data_time: 0.073, memory: 7069, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.2595, loss: 1.2595, grad_norm: 10.1176 2020-09-13 20:48:18,502 - mmaction - INFO - Epoch [37][2400/2640] lr: 1.000e-03, eta: 10:48:42, time: 0.969, data_time: 0.231, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2037, loss: 1.2037, grad_norm: 10.2436 2020-09-13 20:48:37,136 - mmaction - INFO - Epoch [37][2420/2640] lr: 1.000e-03, eta: 10:48:18, time: 0.932, data_time: 0.336, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8984, loss_cls: 1.1877, loss: 1.1877, grad_norm: 10.1657 2020-09-13 20:48:56,521 - mmaction - INFO - Epoch [37][2440/2640] lr: 1.000e-03, eta: 10:47:54, time: 0.963, data_time: 0.263, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8820, loss_cls: 1.2354, loss: 1.2354, grad_norm: 10.4621 2020-09-13 20:49:16,778 - mmaction - INFO - Epoch [37][2460/2640] lr: 1.000e-03, eta: 10:47:31, time: 1.019, data_time: 0.199, memory: 7069, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1462, loss: 1.1462, grad_norm: 10.0308 2020-09-13 20:49:36,399 - mmaction - INFO - Epoch [37][2480/2640] lr: 1.000e-03, eta: 10:47:07, time: 0.977, data_time: 0.386, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.1931, loss: 1.1931, grad_norm: 10.2427 2020-09-13 20:49:54,817 - mmaction - INFO - Epoch [37][2500/2640] lr: 1.000e-03, eta: 10:46:44, time: 0.924, data_time: 0.336, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8758, loss_cls: 1.2573, loss: 1.2573, grad_norm: 10.4654 2020-09-13 20:50:13,954 - mmaction - INFO - Epoch [37][2520/2640] lr: 1.000e-03, eta: 10:46:20, time: 0.954, data_time: 0.342, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.1822, loss: 1.1822, grad_norm: 10.1348 2020-09-13 20:50:33,756 - mmaction - INFO - Epoch [37][2540/2640] lr: 1.000e-03, eta: 10:45:56, time: 0.987, data_time: 0.222, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.1787, loss: 1.1787, grad_norm: 10.1648 2020-09-13 20:50:54,795 - mmaction - INFO - Epoch [37][2560/2640] lr: 1.000e-03, eta: 10:45:33, time: 1.058, data_time: 0.008, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2183, loss: 1.2183, grad_norm: 10.2753 2020-09-13 20:51:14,880 - mmaction - INFO - Epoch [37][2580/2640] lr: 1.000e-03, eta: 10:45:10, time: 1.003, data_time: 0.005, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1815, loss: 1.1815, grad_norm: 10.0191 2020-09-13 20:51:33,976 - mmaction - INFO - Epoch [37][2600/2640] lr: 1.000e-03, eta: 10:44:46, time: 0.955, data_time: 0.003, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8992, loss_cls: 1.1605, loss: 1.1605, grad_norm: 10.2607 2020-09-13 20:51:52,949 - mmaction - INFO - Epoch [37][2620/2640] lr: 1.000e-03, eta: 10:44:22, time: 0.949, data_time: 0.003, memory: 7069, top1_acc: 0.6555, top5_acc: 0.8773, loss_cls: 1.2793, loss: 1.2793, grad_norm: 10.5978 2020-09-13 20:52:10,708 - mmaction - INFO - Epoch [37][2640/2640] lr: 1.000e-03, eta: 10:43:58, time: 0.888, data_time: 0.005, memory: 7069, top1_acc: 0.6815, top5_acc: 0.8806, loss_cls: 1.2111, loss: 1.2111, grad_norm: 10.5290 2020-09-13 20:52:23,959 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-09-13 20:59:17,017 - mmaction - INFO - Epoch [38][20/2640] lr: 1.000e-03, eta: 10:45:53, time: 20.614, data_time: 19.560, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.8221 2020-09-13 20:59:38,805 - mmaction - INFO - Epoch [38][40/2640] lr: 1.000e-03, eta: 10:45:30, time: 1.096, data_time: 0.075, memory: 7069, top1_acc: 0.6867, top5_acc: 0.9000, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.8184 2020-09-13 20:59:58,202 - mmaction - INFO - Epoch [38][60/2640] lr: 1.000e-03, eta: 10:45:06, time: 0.976, data_time: 0.009, memory: 7069, top1_acc: 0.7164, top5_acc: 0.9102, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.9053 2020-09-13 21:00:16,832 - mmaction - INFO - Epoch [38][80/2640] lr: 1.000e-03, eta: 10:44:42, time: 0.903, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2590, loss: 1.2590, grad_norm: 10.5944 2020-09-13 21:00:39,937 - mmaction - INFO - Epoch [38][100/2640] lr: 1.000e-03, eta: 10:44:20, time: 1.167, data_time: 0.036, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.9375 2020-09-13 21:01:01,043 - mmaction - INFO - Epoch [38][120/2640] lr: 1.000e-03, eta: 10:43:56, time: 1.066, data_time: 0.036, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2148, loss: 1.2148, grad_norm: 10.2339 2020-09-13 21:01:21,704 - mmaction - INFO - Epoch [38][140/2640] lr: 1.000e-03, eta: 10:43:33, time: 1.037, data_time: 0.008, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8969, loss_cls: 1.1574, loss: 1.1574, grad_norm: 10.2858 2020-09-13 21:01:41,675 - mmaction - INFO - Epoch [38][160/2640] lr: 1.000e-03, eta: 10:43:10, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.1974, loss: 1.1974, grad_norm: 10.4099 2020-09-13 21:02:00,160 - mmaction - INFO - Epoch [38][180/2640] lr: 1.000e-03, eta: 10:42:46, time: 0.929, data_time: 0.008, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.7554 2020-09-13 21:02:20,589 - mmaction - INFO - Epoch [38][200/2640] lr: 1.000e-03, eta: 10:42:22, time: 1.022, data_time: 0.004, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.9505 2020-09-13 21:02:40,845 - mmaction - INFO - Epoch [38][220/2640] lr: 1.000e-03, eta: 10:41:59, time: 1.013, data_time: 0.004, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8906, loss_cls: 1.1725, loss: 1.1725, grad_norm: 10.3418 2020-09-13 21:03:00,187 - mmaction - INFO - Epoch [38][240/2640] lr: 1.000e-03, eta: 10:41:35, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8883, loss_cls: 1.1917, loss: 1.1917, grad_norm: 10.4357 2020-09-13 21:03:19,303 - mmaction - INFO - Epoch [38][260/2640] lr: 1.000e-03, eta: 10:41:11, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.1992, loss: 1.1992, grad_norm: 10.1176 2020-09-13 21:03:38,541 - mmaction - INFO - Epoch [38][280/2640] lr: 1.000e-03, eta: 10:40:48, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.9796 2020-09-13 21:03:58,509 - mmaction - INFO - Epoch [38][300/2640] lr: 1.000e-03, eta: 10:40:24, time: 1.000, data_time: 0.005, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.9941 2020-09-13 21:04:18,407 - mmaction - INFO - Epoch [38][320/2640] lr: 1.000e-03, eta: 10:40:01, time: 0.994, data_time: 0.005, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2311, loss: 1.2311, grad_norm: 10.3677 2020-09-13 21:04:37,859 - mmaction - INFO - Epoch [38][340/2640] lr: 1.000e-03, eta: 10:39:37, time: 0.973, data_time: 0.003, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.9282 2020-09-13 21:04:58,308 - mmaction - INFO - Epoch [38][360/2640] lr: 1.000e-03, eta: 10:39:14, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8820, loss_cls: 1.2454, loss: 1.2454, grad_norm: 10.3223 2020-09-13 21:05:17,018 - mmaction - INFO - Epoch [38][380/2640] lr: 1.000e-03, eta: 10:38:50, time: 0.940, data_time: 0.007, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8984, loss_cls: 1.1385, loss: 1.1385, grad_norm: 10.0417 2020-09-13 21:05:34,996 - mmaction - INFO - Epoch [38][400/2640] lr: 1.000e-03, eta: 10:38:26, time: 0.899, data_time: 0.008, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8836, loss_cls: 1.2346, loss: 1.2346, grad_norm: 10.1892 2020-09-13 21:05:55,154 - mmaction - INFO - Epoch [38][420/2640] lr: 1.000e-03, eta: 10:38:02, time: 1.009, data_time: 0.004, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.7917 2020-09-13 21:06:15,887 - mmaction - INFO - Epoch [38][440/2640] lr: 1.000e-03, eta: 10:37:39, time: 1.032, data_time: 0.005, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.1737, loss: 1.1737, grad_norm: 9.9086 2020-09-13 21:06:33,407 - mmaction - INFO - Epoch [38][460/2640] lr: 1.000e-03, eta: 10:37:15, time: 0.880, data_time: 0.008, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1399, loss: 1.1399, grad_norm: 10.2792 2020-09-13 21:06:53,602 - mmaction - INFO - Epoch [38][480/2640] lr: 1.000e-03, eta: 10:36:51, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1381, loss: 1.1381, grad_norm: 10.1130 2020-09-13 21:07:13,531 - mmaction - INFO - Epoch [38][500/2640] lr: 1.000e-03, eta: 10:36:28, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8914, loss_cls: 1.1716, loss: 1.1716, grad_norm: 10.1938 2020-09-13 21:07:34,526 - mmaction - INFO - Epoch [38][520/2640] lr: 1.000e-03, eta: 10:36:04, time: 1.047, data_time: 0.005, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.2338, loss: 1.2338, grad_norm: 10.2875 2020-09-13 21:07:52,031 - mmaction - INFO - Epoch [38][540/2640] lr: 1.000e-03, eta: 10:35:40, time: 0.877, data_time: 0.007, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2537, loss: 1.2537, grad_norm: 10.5878 2020-09-13 21:08:11,036 - mmaction - INFO - Epoch [38][560/2640] lr: 1.000e-03, eta: 10:35:16, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.6766, top5_acc: 0.8820, loss_cls: 1.2273, loss: 1.2273, grad_norm: 10.2772 2020-09-13 21:08:30,043 - mmaction - INFO - Epoch [38][580/2640] lr: 1.000e-03, eta: 10:34:53, time: 0.950, data_time: 0.003, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8992, loss_cls: 1.1543, loss: 1.1543, grad_norm: 10.1690 2020-09-13 21:08:50,859 - mmaction - INFO - Epoch [38][600/2640] lr: 1.000e-03, eta: 10:34:29, time: 1.037, data_time: 0.006, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1791, loss: 1.1791, grad_norm: 10.2846 2020-09-13 21:09:10,374 - mmaction - INFO - Epoch [38][620/2640] lr: 1.000e-03, eta: 10:34:06, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2153, loss: 1.2153, grad_norm: 10.1864 2020-09-13 21:09:31,026 - mmaction - INFO - Epoch [38][640/2640] lr: 1.000e-03, eta: 10:33:42, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.1810, loss: 1.1810, grad_norm: 10.6145 2020-09-13 21:09:48,720 - mmaction - INFO - Epoch [38][660/2640] lr: 1.000e-03, eta: 10:33:18, time: 0.887, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8953, loss_cls: 1.1720, loss: 1.1720, grad_norm: 10.3199 2020-09-13 21:10:08,238 - mmaction - INFO - Epoch [38][680/2640] lr: 1.000e-03, eta: 10:32:55, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2102, loss: 1.2102, grad_norm: 10.4985 2020-09-13 21:10:29,407 - mmaction - INFO - Epoch [38][700/2640] lr: 1.000e-03, eta: 10:32:32, time: 1.058, data_time: 0.002, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8945, loss_cls: 1.1994, loss: 1.1994, grad_norm: 10.3419 2020-09-13 21:10:49,248 - mmaction - INFO - Epoch [38][720/2640] lr: 1.000e-03, eta: 10:32:08, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8922, loss_cls: 1.1835, loss: 1.1835, grad_norm: 10.0522 2020-09-13 21:11:08,370 - mmaction - INFO - Epoch [38][740/2640] lr: 1.000e-03, eta: 10:31:44, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.1984, loss: 1.1984, grad_norm: 10.3206 2020-09-13 21:11:28,216 - mmaction - INFO - Epoch [38][760/2640] lr: 1.000e-03, eta: 10:31:21, time: 0.988, data_time: 0.006, memory: 7069, top1_acc: 0.6898, top5_acc: 0.9117, loss_cls: 1.1173, loss: 1.1173, grad_norm: 10.3116 2020-09-13 21:11:48,665 - mmaction - INFO - Epoch [38][780/2640] lr: 1.000e-03, eta: 10:30:57, time: 1.027, data_time: 0.007, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1852, loss: 1.1852, grad_norm: 10.3841 2020-09-13 21:12:07,489 - mmaction - INFO - Epoch [38][800/2640] lr: 1.000e-03, eta: 10:30:34, time: 0.940, data_time: 0.002, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2225, loss: 1.2225, grad_norm: 10.2679 2020-09-13 21:12:27,956 - mmaction - INFO - Epoch [38][820/2640] lr: 1.000e-03, eta: 10:30:10, time: 1.023, data_time: 0.007, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8953, loss_cls: 1.1800, loss: 1.1800, grad_norm: 10.0296 2020-09-13 21:12:47,484 - mmaction - INFO - Epoch [38][840/2640] lr: 1.000e-03, eta: 10:29:47, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1790, loss: 1.1790, grad_norm: 10.1292 2020-09-13 21:13:06,122 - mmaction - INFO - Epoch [38][860/2640] lr: 1.000e-03, eta: 10:29:23, time: 0.934, data_time: 0.034, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8789, loss_cls: 1.2574, loss: 1.2574, grad_norm: 10.8623 2020-09-13 21:13:25,144 - mmaction - INFO - Epoch [38][880/2640] lr: 1.000e-03, eta: 10:28:59, time: 0.946, data_time: 0.195, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8891, loss_cls: 1.1549, loss: 1.1549, grad_norm: 10.0916 2020-09-13 21:13:43,302 - mmaction - INFO - Epoch [38][900/2640] lr: 1.000e-03, eta: 10:28:35, time: 0.911, data_time: 0.128, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8898, loss_cls: 1.1947, loss: 1.1947, grad_norm: 10.7044 2020-09-13 21:14:03,594 - mmaction - INFO - Epoch [38][920/2640] lr: 1.000e-03, eta: 10:28:12, time: 1.013, data_time: 0.342, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.1805, loss: 1.1805, grad_norm: 10.4547 2020-09-13 21:14:23,222 - mmaction - INFO - Epoch [38][940/2640] lr: 1.000e-03, eta: 10:27:48, time: 0.985, data_time: 0.181, memory: 7069, top1_acc: 0.7063, top5_acc: 0.9047, loss_cls: 1.1288, loss: 1.1288, grad_norm: 10.2115 2020-09-13 21:14:42,544 - mmaction - INFO - Epoch [38][960/2640] lr: 1.000e-03, eta: 10:27:24, time: 0.966, data_time: 0.109, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8844, loss_cls: 1.2060, loss: 1.2060, grad_norm: 10.4998 2020-09-13 21:15:02,276 - mmaction - INFO - Epoch [38][980/2640] lr: 1.000e-03, eta: 10:27:01, time: 0.985, data_time: 0.323, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8875, loss_cls: 1.1911, loss: 1.1911, grad_norm: 10.3489 2020-09-13 21:15:22,704 - mmaction - INFO - Epoch [38][1000/2640] lr: 1.000e-03, eta: 10:26:38, time: 1.021, data_time: 0.432, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2297, loss: 1.2297, grad_norm: 10.5918 2020-09-13 21:15:42,403 - mmaction - INFO - Epoch [38][1020/2640] lr: 1.000e-03, eta: 10:26:14, time: 0.982, data_time: 0.387, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8805, loss_cls: 1.2153, loss: 1.2153, grad_norm: 10.2725 2020-09-13 21:16:01,309 - mmaction - INFO - Epoch [38][1040/2640] lr: 1.000e-03, eta: 10:25:50, time: 0.948, data_time: 0.361, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.2506, loss: 1.2506, grad_norm: 10.6392 2020-09-13 21:16:20,758 - mmaction - INFO - Epoch [38][1060/2640] lr: 1.000e-03, eta: 10:25:27, time: 0.967, data_time: 0.372, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1260, loss: 1.1260, grad_norm: 10.1170 2020-09-13 21:16:39,988 - mmaction - INFO - Epoch [38][1080/2640] lr: 1.000e-03, eta: 10:25:03, time: 0.967, data_time: 0.269, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8961, loss_cls: 1.1580, loss: 1.1580, grad_norm: 10.1441 2020-09-13 21:16:59,883 - mmaction - INFO - Epoch [38][1100/2640] lr: 1.000e-03, eta: 10:24:39, time: 0.990, data_time: 0.369, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2238, loss: 1.2238, grad_norm: 10.2918 2020-09-13 21:17:19,941 - mmaction - INFO - Epoch [38][1120/2640] lr: 1.000e-03, eta: 10:24:16, time: 1.007, data_time: 0.374, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8867, loss_cls: 1.2438, loss: 1.2438, grad_norm: 10.6608 2020-09-13 21:17:39,982 - mmaction - INFO - Epoch [38][1140/2640] lr: 1.000e-03, eta: 10:23:53, time: 1.003, data_time: 0.394, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2651, loss: 1.2651, grad_norm: 10.6466 2020-09-13 21:17:59,941 - mmaction - INFO - Epoch [38][1160/2640] lr: 1.000e-03, eta: 10:23:29, time: 0.998, data_time: 0.355, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.1840, loss: 1.1840, grad_norm: 10.3304 2020-09-13 21:18:20,892 - mmaction - INFO - Epoch [38][1180/2640] lr: 1.000e-03, eta: 10:23:06, time: 1.044, data_time: 0.042, memory: 7069, top1_acc: 0.6922, top5_acc: 0.9000, loss_cls: 1.1637, loss: 1.1637, grad_norm: 10.3064 2020-09-13 21:18:40,760 - mmaction - INFO - Epoch [38][1200/2640] lr: 1.000e-03, eta: 10:22:43, time: 0.997, data_time: 0.007, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9008, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.9321 2020-09-13 21:19:00,905 - mmaction - INFO - Epoch [38][1220/2640] lr: 1.000e-03, eta: 10:22:19, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6797, top5_acc: 0.9000, loss_cls: 1.1767, loss: 1.1767, grad_norm: 10.0281 2020-09-13 21:19:20,401 - mmaction - INFO - Epoch [38][1240/2640] lr: 1.000e-03, eta: 10:21:56, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1592, loss: 1.1592, grad_norm: 10.3189 2020-09-13 21:19:40,113 - mmaction - INFO - Epoch [38][1260/2640] lr: 1.000e-03, eta: 10:21:32, time: 0.981, data_time: 0.005, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2918, loss: 1.2918, grad_norm: 10.6760 2020-09-13 21:19:57,655 - mmaction - INFO - Epoch [38][1280/2640] lr: 1.000e-03, eta: 10:21:08, time: 0.881, data_time: 0.038, memory: 7069, top1_acc: 0.7172, top5_acc: 0.9156, loss_cls: 1.0692, loss: 1.0692, grad_norm: 10.0998 2020-09-13 21:20:18,105 - mmaction - INFO - Epoch [38][1300/2640] lr: 1.000e-03, eta: 10:20:45, time: 1.020, data_time: 0.117, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2066, loss: 1.2066, grad_norm: 10.1931 2020-09-13 21:20:37,125 - mmaction - INFO - Epoch [38][1320/2640] lr: 1.000e-03, eta: 10:20:21, time: 0.954, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8820, loss_cls: 1.2340, loss: 1.2340, grad_norm: 10.4899 2020-09-13 21:20:56,587 - mmaction - INFO - Epoch [38][1340/2640] lr: 1.000e-03, eta: 10:19:57, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2061, loss: 1.2061, grad_norm: 10.3137 2020-09-13 21:21:16,125 - mmaction - INFO - Epoch [38][1360/2640] lr: 1.000e-03, eta: 10:19:34, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8805, loss_cls: 1.2699, loss: 1.2699, grad_norm: 10.7764 2020-09-13 21:21:36,447 - mmaction - INFO - Epoch [38][1380/2640] lr: 1.000e-03, eta: 10:19:10, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.2180, loss: 1.2180, grad_norm: 10.5816 2020-09-13 21:21:56,211 - mmaction - INFO - Epoch [38][1400/2640] lr: 1.000e-03, eta: 10:18:47, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8859, loss_cls: 1.2466, loss: 1.2466, grad_norm: 10.6398 2020-09-13 21:22:14,950 - mmaction - INFO - Epoch [38][1420/2640] lr: 1.000e-03, eta: 10:18:23, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8797, loss_cls: 1.2726, loss: 1.2726, grad_norm: 11.0347 2020-09-13 21:22:34,071 - mmaction - INFO - Epoch [38][1440/2640] lr: 1.000e-03, eta: 10:17:59, time: 0.957, data_time: 0.047, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8906, loss_cls: 1.1827, loss: 1.1827, grad_norm: 10.6556 2020-09-13 21:22:54,820 - mmaction - INFO - Epoch [38][1460/2640] lr: 1.000e-03, eta: 10:17:36, time: 1.037, data_time: 0.232, memory: 7069, top1_acc: 0.7008, top5_acc: 0.9023, loss_cls: 1.1103, loss: 1.1103, grad_norm: 10.1230 2020-09-13 21:23:13,175 - mmaction - INFO - Epoch [38][1480/2640] lr: 1.000e-03, eta: 10:17:12, time: 0.913, data_time: 0.005, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8977, loss_cls: 1.2127, loss: 1.2127, grad_norm: 10.7239 2020-09-13 21:23:33,848 - mmaction - INFO - Epoch [38][1500/2640] lr: 1.000e-03, eta: 10:16:49, time: 1.039, data_time: 0.009, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1620, loss: 1.1620, grad_norm: 10.0735 2020-09-13 21:23:53,796 - mmaction - INFO - Epoch [38][1520/2640] lr: 1.000e-03, eta: 10:16:26, time: 0.993, data_time: 0.005, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1929, loss: 1.1929, grad_norm: 10.3102 2020-09-13 21:24:11,567 - mmaction - INFO - Epoch [38][1540/2640] lr: 1.000e-03, eta: 10:16:02, time: 0.893, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.1995, loss: 1.1995, grad_norm: 10.4179 2020-09-13 21:24:32,368 - mmaction - INFO - Epoch [38][1560/2640] lr: 1.000e-03, eta: 10:15:39, time: 1.035, data_time: 0.085, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1882, loss: 1.1882, grad_norm: 10.2716 2020-09-13 21:24:51,179 - mmaction - INFO - Epoch [38][1580/2640] lr: 1.000e-03, eta: 10:15:15, time: 0.946, data_time: 0.093, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8875, loss_cls: 1.2271, loss: 1.2271, grad_norm: 10.3849 2020-09-13 21:25:10,982 - mmaction - INFO - Epoch [38][1600/2640] lr: 1.000e-03, eta: 10:14:51, time: 0.990, data_time: 0.017, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8875, loss_cls: 1.2044, loss: 1.2044, grad_norm: 10.0963 2020-09-13 21:25:29,768 - mmaction - INFO - Epoch [38][1620/2640] lr: 1.000e-03, eta: 10:14:27, time: 0.939, data_time: 0.020, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8883, loss_cls: 1.1681, loss: 1.1681, grad_norm: 10.2516 2020-09-13 21:25:50,863 - mmaction - INFO - Epoch [38][1640/2640] lr: 1.000e-03, eta: 10:14:04, time: 1.051, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8867, loss_cls: 1.2234, loss: 1.2234, grad_norm: 10.0773 2020-09-13 21:26:09,901 - mmaction - INFO - Epoch [38][1660/2640] lr: 1.000e-03, eta: 10:13:41, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8922, loss_cls: 1.1900, loss: 1.1900, grad_norm: 10.2698 2020-09-13 21:26:27,657 - mmaction - INFO - Epoch [38][1680/2640] lr: 1.000e-03, eta: 10:13:17, time: 0.884, data_time: 0.011, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8883, loss_cls: 1.2081, loss: 1.2081, grad_norm: 10.4163 2020-09-13 21:26:47,203 - mmaction - INFO - Epoch [38][1700/2640] lr: 1.000e-03, eta: 10:12:53, time: 0.981, data_time: 0.009, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2198, loss: 1.2198, grad_norm: 10.4861 2020-09-13 21:27:08,489 - mmaction - INFO - Epoch [38][1720/2640] lr: 1.000e-03, eta: 10:12:30, time: 1.061, data_time: 0.005, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1412, loss: 1.1412, grad_norm: 10.2568 2020-09-13 21:27:26,799 - mmaction - INFO - Epoch [38][1740/2640] lr: 1.000e-03, eta: 10:12:06, time: 0.918, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.9062, loss_cls: 1.1744, loss: 1.1744, grad_norm: 10.7379 2020-09-13 21:27:45,965 - mmaction - INFO - Epoch [38][1760/2640] lr: 1.000e-03, eta: 10:11:43, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8844, loss_cls: 1.1976, loss: 1.1976, grad_norm: 10.4234 2020-09-13 21:28:04,874 - mmaction - INFO - Epoch [38][1780/2640] lr: 1.000e-03, eta: 10:11:19, time: 0.948, data_time: 0.008, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2384, loss: 1.2384, grad_norm: 10.8106 2020-09-13 21:28:24,897 - mmaction - INFO - Epoch [38][1800/2640] lr: 1.000e-03, eta: 10:10:55, time: 0.998, data_time: 0.053, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.1949, loss: 1.1949, grad_norm: 10.3719 2020-09-13 21:28:43,894 - mmaction - INFO - Epoch [38][1820/2640] lr: 1.000e-03, eta: 10:10:32, time: 0.952, data_time: 0.172, memory: 7069, top1_acc: 0.7047, top5_acc: 0.9023, loss_cls: 1.1181, loss: 1.1181, grad_norm: 10.3060 2020-09-13 21:29:03,227 - mmaction - INFO - Epoch [38][1840/2640] lr: 1.000e-03, eta: 10:10:08, time: 0.965, data_time: 0.178, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2404, loss: 1.2404, grad_norm: 10.6976 2020-09-13 21:29:23,577 - mmaction - INFO - Epoch [38][1860/2640] lr: 1.000e-03, eta: 10:09:45, time: 1.021, data_time: 0.133, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8852, loss_cls: 1.2003, loss: 1.2003, grad_norm: 10.2979 2020-09-13 21:29:44,201 - mmaction - INFO - Epoch [38][1880/2640] lr: 1.000e-03, eta: 10:09:22, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1612, loss: 1.1612, grad_norm: 10.0644 2020-09-13 21:30:02,992 - mmaction - INFO - Epoch [38][1900/2640] lr: 1.000e-03, eta: 10:08:58, time: 0.944, data_time: 0.008, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2581, loss: 1.2581, grad_norm: 10.6312 2020-09-13 21:30:22,274 - mmaction - INFO - Epoch [38][1920/2640] lr: 1.000e-03, eta: 10:08:34, time: 0.964, data_time: 0.004, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2309, loss: 1.2309, grad_norm: 10.3695 2020-09-13 21:30:42,603 - mmaction - INFO - Epoch [38][1940/2640] lr: 1.000e-03, eta: 10:08:11, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8969, loss_cls: 1.1620, loss: 1.1620, grad_norm: 10.4067 2020-09-13 21:31:02,195 - mmaction - INFO - Epoch [38][1960/2640] lr: 1.000e-03, eta: 10:07:48, time: 0.981, data_time: 0.004, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8844, loss_cls: 1.1827, loss: 1.1827, grad_norm: 10.5838 2020-09-13 21:31:22,063 - mmaction - INFO - Epoch [38][1980/2640] lr: 1.000e-03, eta: 10:07:24, time: 0.992, data_time: 0.005, memory: 7069, top1_acc: 0.7047, top5_acc: 0.9062, loss_cls: 1.1264, loss: 1.1264, grad_norm: 10.1164 2020-09-13 21:31:41,830 - mmaction - INFO - Epoch [38][2000/2640] lr: 1.000e-03, eta: 10:07:01, time: 0.989, data_time: 0.003, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8812, loss_cls: 1.2270, loss: 1.2270, grad_norm: 10.5321 2020-09-13 21:32:01,478 - mmaction - INFO - Epoch [38][2020/2640] lr: 1.000e-03, eta: 10:06:37, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1883, loss: 1.1883, grad_norm: 10.3963 2020-09-13 21:32:19,952 - mmaction - INFO - Epoch [38][2040/2640] lr: 1.000e-03, eta: 10:06:13, time: 0.928, data_time: 0.007, memory: 7069, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1389, loss: 1.1389, grad_norm: 10.1383 2020-09-13 21:32:39,998 - mmaction - INFO - Epoch [38][2060/2640] lr: 1.000e-03, eta: 10:05:50, time: 0.998, data_time: 0.037, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2478, loss: 1.2478, grad_norm: 10.8101 2020-09-13 21:33:01,596 - mmaction - INFO - Epoch [38][2080/2640] lr: 1.000e-03, eta: 10:05:27, time: 1.084, data_time: 0.007, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1575, loss: 1.1575, grad_norm: 10.5457 2020-09-13 21:33:21,200 - mmaction - INFO - Epoch [38][2100/2640] lr: 1.000e-03, eta: 10:05:04, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8789, loss_cls: 1.2117, loss: 1.2117, grad_norm: 10.4309 2020-09-13 21:33:41,057 - mmaction - INFO - Epoch [38][2120/2640] lr: 1.000e-03, eta: 10:04:40, time: 0.993, data_time: 0.003, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8867, loss_cls: 1.2489, loss: 1.2489, grad_norm: 10.8523 2020-09-13 21:34:00,757 - mmaction - INFO - Epoch [38][2140/2640] lr: 1.000e-03, eta: 10:04:17, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8844, loss_cls: 1.2322, loss: 1.2322, grad_norm: 10.7386 2020-09-13 21:34:19,930 - mmaction - INFO - Epoch [38][2160/2640] lr: 1.000e-03, eta: 10:03:53, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1668, loss: 1.1668, grad_norm: 10.6533 2020-09-13 21:34:39,882 - mmaction - INFO - Epoch [38][2180/2640] lr: 1.000e-03, eta: 10:03:30, time: 0.997, data_time: 0.002, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2452, loss: 1.2452, grad_norm: 10.4684 2020-09-13 21:35:00,808 - mmaction - INFO - Epoch [38][2200/2640] lr: 1.000e-03, eta: 10:03:07, time: 1.046, data_time: 0.008, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8898, loss_cls: 1.2676, loss: 1.2676, grad_norm: 11.0448 2020-09-13 21:35:18,589 - mmaction - INFO - Epoch [38][2220/2640] lr: 1.000e-03, eta: 10:02:43, time: 0.891, data_time: 0.005, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8828, loss_cls: 1.2560, loss: 1.2560, grad_norm: 10.5557 2020-09-13 21:35:37,708 - mmaction - INFO - Epoch [38][2240/2640] lr: 1.000e-03, eta: 10:02:19, time: 0.955, data_time: 0.002, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8883, loss_cls: 1.2642, loss: 1.2642, grad_norm: 10.6629 2020-09-13 21:35:58,222 - mmaction - INFO - Epoch [38][2260/2640] lr: 1.000e-03, eta: 10:01:56, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1734, loss: 1.1734, grad_norm: 10.0136 2020-09-13 21:36:18,503 - mmaction - INFO - Epoch [38][2280/2640] lr: 1.000e-03, eta: 10:01:33, time: 1.016, data_time: 0.004, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.1832, loss: 1.1832, grad_norm: 10.3940 2020-09-13 21:36:37,266 - mmaction - INFO - Epoch [38][2300/2640] lr: 1.000e-03, eta: 10:01:09, time: 0.932, data_time: 0.005, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1732, loss: 1.1732, grad_norm: 10.2945 2020-09-13 21:36:57,041 - mmaction - INFO - Epoch [38][2320/2640] lr: 1.000e-03, eta: 10:00:46, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8961, loss_cls: 1.1501, loss: 1.1501, grad_norm: 10.2553 2020-09-13 21:37:16,468 - mmaction - INFO - Epoch [38][2340/2640] lr: 1.000e-03, eta: 10:00:22, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.1952, loss: 1.1952, grad_norm: 10.4036 2020-09-13 21:37:36,167 - mmaction - INFO - Epoch [38][2360/2640] lr: 1.000e-03, eta: 9:59:59, time: 0.987, data_time: 0.004, memory: 7069, top1_acc: 0.6648, top5_acc: 0.8828, loss_cls: 1.2482, loss: 1.2482, grad_norm: 10.9843 2020-09-13 21:37:55,689 - mmaction - INFO - Epoch [38][2380/2640] lr: 1.000e-03, eta: 9:59:35, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1395, loss: 1.1395, grad_norm: 10.3214 2020-09-13 21:38:15,021 - mmaction - INFO - Epoch [38][2400/2640] lr: 1.000e-03, eta: 9:59:12, time: 0.972, data_time: 0.008, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.2496, loss: 1.2496, grad_norm: 10.2674 2020-09-13 21:38:34,548 - mmaction - INFO - Epoch [38][2420/2640] lr: 1.000e-03, eta: 9:58:48, time: 0.974, data_time: 0.006, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8930, loss_cls: 1.1768, loss: 1.1768, grad_norm: 10.5267 2020-09-13 21:38:54,207 - mmaction - INFO - Epoch [38][2440/2640] lr: 1.000e-03, eta: 9:58:25, time: 0.984, data_time: 0.007, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8914, loss_cls: 1.2007, loss: 1.2007, grad_norm: 11.0305 2020-09-13 21:39:13,434 - mmaction - INFO - Epoch [38][2460/2640] lr: 1.000e-03, eta: 9:58:01, time: 0.960, data_time: 0.053, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8883, loss_cls: 1.2014, loss: 1.2014, grad_norm: 10.3383 2020-09-13 21:39:33,677 - mmaction - INFO - Epoch [38][2480/2640] lr: 1.000e-03, eta: 9:57:38, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2225, loss: 1.2225, grad_norm: 10.3532 2020-09-13 21:39:53,805 - mmaction - INFO - Epoch [38][2500/2640] lr: 1.000e-03, eta: 9:57:15, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8859, loss_cls: 1.2219, loss: 1.2219, grad_norm: 10.5051 2020-09-13 21:40:13,090 - mmaction - INFO - Epoch [38][2520/2640] lr: 1.000e-03, eta: 9:56:51, time: 0.968, data_time: 0.007, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8844, loss_cls: 1.2004, loss: 1.2004, grad_norm: 10.5327 2020-09-13 21:40:33,603 - mmaction - INFO - Epoch [38][2540/2640] lr: 1.000e-03, eta: 9:56:28, time: 1.022, data_time: 0.007, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8984, loss_cls: 1.1975, loss: 1.1975, grad_norm: 10.4853 2020-09-13 21:40:53,136 - mmaction - INFO - Epoch [38][2560/2640] lr: 1.000e-03, eta: 9:56:04, time: 0.980, data_time: 0.007, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8836, loss_cls: 1.1917, loss: 1.1917, grad_norm: 10.6454 2020-09-13 21:41:13,646 - mmaction - INFO - Epoch [38][2580/2640] lr: 1.000e-03, eta: 9:55:41, time: 1.024, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.1963, loss: 1.1963, grad_norm: 10.4822 2020-09-13 21:41:32,085 - mmaction - INFO - Epoch [38][2600/2640] lr: 1.000e-03, eta: 9:55:17, time: 0.923, data_time: 0.003, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2448, loss: 1.2448, grad_norm: 10.3567 2020-09-13 21:41:51,568 - mmaction - INFO - Epoch [38][2620/2640] lr: 1.000e-03, eta: 9:54:54, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1744, loss: 1.1744, grad_norm: 10.4628 2020-09-13 21:42:08,523 - mmaction - INFO - Epoch [38][2640/2640] lr: 1.000e-03, eta: 9:54:30, time: 0.851, data_time: 0.008, memory: 7069, top1_acc: 0.6863, top5_acc: 0.8847, loss_cls: 1.2276, loss: 1.2276, grad_norm: 12.0769 2020-09-13 21:42:25,721 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-09-13 21:48:57,303 - mmaction - INFO - Epoch [39][20/2640] lr: 1.000e-03, eta: 9:56:03, time: 19.470, data_time: 18.591, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8984, loss_cls: 1.1442, loss: 1.1442, grad_norm: 10.4530 2020-09-13 21:49:17,018 - mmaction - INFO - Epoch [39][40/2640] lr: 1.000e-03, eta: 9:55:40, time: 0.994, data_time: 0.294, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2048, loss: 1.2048, grad_norm: 10.5080 2020-09-13 21:49:36,924 - mmaction - INFO - Epoch [39][60/2640] lr: 1.000e-03, eta: 9:55:16, time: 0.998, data_time: 0.022, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1629, loss: 1.1629, grad_norm: 10.2216 2020-09-13 21:49:57,136 - mmaction - INFO - Epoch [39][80/2640] lr: 1.000e-03, eta: 9:54:53, time: 1.004, data_time: 0.112, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2594, loss: 1.2594, grad_norm: 11.0518 2020-09-13 21:50:17,350 - mmaction - INFO - Epoch [39][100/2640] lr: 1.000e-03, eta: 9:54:29, time: 1.015, data_time: 0.051, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1326, loss: 1.1326, grad_norm: 10.0853 2020-09-13 21:50:38,443 - mmaction - INFO - Epoch [39][120/2640] lr: 1.000e-03, eta: 9:54:06, time: 1.054, data_time: 0.007, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.0971, loss: 1.0971, grad_norm: 10.1104 2020-09-13 21:50:56,762 - mmaction - INFO - Epoch [39][140/2640] lr: 1.000e-03, eta: 9:53:42, time: 0.918, data_time: 0.005, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1407, loss: 1.1407, grad_norm: 10.2412 2020-09-13 21:51:16,373 - mmaction - INFO - Epoch [39][160/2640] lr: 1.000e-03, eta: 9:53:19, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2223, loss: 1.2223, grad_norm: 11.0054 2020-09-13 21:51:35,378 - mmaction - INFO - Epoch [39][180/2640] lr: 1.000e-03, eta: 9:52:55, time: 0.956, data_time: 0.009, memory: 7069, top1_acc: 0.7086, top5_acc: 0.9039, loss_cls: 1.1331, loss: 1.1331, grad_norm: 10.2448 2020-09-13 21:51:54,921 - mmaction - INFO - Epoch [39][200/2640] lr: 1.000e-03, eta: 9:52:32, time: 0.976, data_time: 0.044, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1281, loss: 1.1281, grad_norm: 10.4846 2020-09-13 21:52:13,608 - mmaction - INFO - Epoch [39][220/2640] lr: 1.000e-03, eta: 9:52:08, time: 0.934, data_time: 0.089, memory: 7069, top1_acc: 0.6984, top5_acc: 0.9047, loss_cls: 1.1158, loss: 1.1158, grad_norm: 10.4047 2020-09-13 21:52:34,234 - mmaction - INFO - Epoch [39][240/2640] lr: 1.000e-03, eta: 9:51:45, time: 1.028, data_time: 0.107, memory: 7069, top1_acc: 0.7016, top5_acc: 0.9039, loss_cls: 1.1421, loss: 1.1421, grad_norm: 10.3299 2020-09-13 21:52:52,654 - mmaction - INFO - Epoch [39][260/2640] lr: 1.000e-03, eta: 9:51:21, time: 0.925, data_time: 0.160, memory: 7069, top1_acc: 0.6961, top5_acc: 0.9047, loss_cls: 1.1168, loss: 1.1168, grad_norm: 10.5304 2020-09-13 21:53:13,658 - mmaction - INFO - Epoch [39][280/2640] lr: 1.000e-03, eta: 9:50:58, time: 1.049, data_time: 0.016, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1196, loss: 1.1196, grad_norm: 10.1921 2020-09-13 21:53:33,473 - mmaction - INFO - Epoch [39][300/2640] lr: 1.000e-03, eta: 9:50:34, time: 0.992, data_time: 0.004, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1082, loss: 1.1082, grad_norm: 10.0716 2020-09-13 21:53:53,895 - mmaction - INFO - Epoch [39][320/2640] lr: 1.000e-03, eta: 9:50:11, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.6859, top5_acc: 0.9031, loss_cls: 1.1598, loss: 1.1598, grad_norm: 10.2747 2020-09-13 21:54:12,835 - mmaction - INFO - Epoch [39][340/2640] lr: 1.000e-03, eta: 9:49:47, time: 0.953, data_time: 0.009, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 10.1185 2020-09-13 21:54:32,253 - mmaction - INFO - Epoch [39][360/2640] lr: 1.000e-03, eta: 9:49:24, time: 0.965, data_time: 0.180, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.1928, loss: 1.1928, grad_norm: 10.5577 2020-09-13 21:54:51,382 - mmaction - INFO - Epoch [39][380/2640] lr: 1.000e-03, eta: 9:49:00, time: 0.962, data_time: 0.176, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1789, loss: 1.1789, grad_norm: 10.5044 2020-09-13 21:55:10,639 - mmaction - INFO - Epoch [39][400/2640] lr: 1.000e-03, eta: 9:48:36, time: 0.964, data_time: 0.033, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1470, loss: 1.1470, grad_norm: 10.6073 2020-09-13 21:55:30,660 - mmaction - INFO - Epoch [39][420/2640] lr: 1.000e-03, eta: 9:48:13, time: 0.999, data_time: 0.004, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.1570, loss: 1.1570, grad_norm: 10.1169 2020-09-13 21:55:51,329 - mmaction - INFO - Epoch [39][440/2640] lr: 1.000e-03, eta: 9:47:50, time: 1.035, data_time: 0.004, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8977, loss_cls: 1.1622, loss: 1.1622, grad_norm: 10.3491 2020-09-13 21:56:10,297 - mmaction - INFO - Epoch [39][460/2640] lr: 1.000e-03, eta: 9:47:26, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1430, loss: 1.1430, grad_norm: 10.7876 2020-09-13 21:56:29,564 - mmaction - INFO - Epoch [39][480/2640] lr: 1.000e-03, eta: 9:47:03, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1329, loss: 1.1329, grad_norm: 10.2499 2020-09-13 21:56:51,226 - mmaction - INFO - Epoch [39][500/2640] lr: 1.000e-03, eta: 9:46:40, time: 1.080, data_time: 0.006, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1122, loss: 1.1122, grad_norm: 10.1170 2020-09-13 21:57:11,364 - mmaction - INFO - Epoch [39][520/2640] lr: 1.000e-03, eta: 9:46:16, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.6687, top5_acc: 0.8859, loss_cls: 1.2220, loss: 1.2220, grad_norm: 10.8010 2020-09-13 21:57:30,566 - mmaction - INFO - Epoch [39][540/2640] lr: 1.000e-03, eta: 9:45:53, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.1704, loss: 1.1704, grad_norm: 10.7827 2020-09-13 21:57:50,805 - mmaction - INFO - Epoch [39][560/2640] lr: 1.000e-03, eta: 9:45:29, time: 1.012, data_time: 0.031, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1506, loss: 1.1506, grad_norm: 10.4142 2020-09-13 21:58:10,278 - mmaction - INFO - Epoch [39][580/2640] lr: 1.000e-03, eta: 9:45:06, time: 0.968, data_time: 0.052, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8961, loss_cls: 1.1704, loss: 1.1704, grad_norm: 10.7748 2020-09-13 21:58:29,753 - mmaction - INFO - Epoch [39][600/2640] lr: 1.000e-03, eta: 9:44:42, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1736, loss: 1.1736, grad_norm: 10.4944 2020-09-13 21:58:48,548 - mmaction - INFO - Epoch [39][620/2640] lr: 1.000e-03, eta: 9:44:19, time: 0.936, data_time: 0.071, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1866, loss: 1.1866, grad_norm: 10.6029 2020-09-13 21:59:07,409 - mmaction - INFO - Epoch [39][640/2640] lr: 1.000e-03, eta: 9:43:55, time: 0.947, data_time: 0.008, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2326, loss: 1.2326, grad_norm: 10.7799 2020-09-13 21:59:27,910 - mmaction - INFO - Epoch [39][660/2640] lr: 1.000e-03, eta: 9:43:32, time: 1.022, data_time: 0.006, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2148, loss: 1.2148, grad_norm: 10.3245 2020-09-13 21:59:47,997 - mmaction - INFO - Epoch [39][680/2640] lr: 1.000e-03, eta: 9:43:08, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.1752, loss: 1.1752, grad_norm: 10.4009 2020-09-13 22:00:09,262 - mmaction - INFO - Epoch [39][700/2640] lr: 1.000e-03, eta: 9:42:45, time: 1.049, data_time: 0.008, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1537, loss: 1.1537, grad_norm: 10.2687 2020-09-13 22:00:26,515 - mmaction - INFO - Epoch [39][720/2640] lr: 1.000e-03, eta: 9:42:21, time: 0.878, data_time: 0.024, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.2103, loss: 1.2103, grad_norm: 11.0251 2020-09-13 22:00:47,747 - mmaction - INFO - Epoch [39][740/2640] lr: 1.000e-03, eta: 9:41:58, time: 1.043, data_time: 0.014, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.2204, loss: 1.2204, grad_norm: 10.7295 2020-09-13 22:01:08,276 - mmaction - INFO - Epoch [39][760/2640] lr: 1.000e-03, eta: 9:41:35, time: 1.046, data_time: 0.036, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8898, loss_cls: 1.1632, loss: 1.1632, grad_norm: 10.6937 2020-09-13 22:01:27,450 - mmaction - INFO - Epoch [39][780/2640] lr: 1.000e-03, eta: 9:41:11, time: 0.957, data_time: 0.005, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.1894, loss: 1.1894, grad_norm: 10.1677 2020-09-13 22:01:48,421 - mmaction - INFO - Epoch [39][800/2640] lr: 1.000e-03, eta: 9:40:48, time: 1.049, data_time: 0.172, memory: 7069, top1_acc: 0.7063, top5_acc: 0.9039, loss_cls: 1.1409, loss: 1.1409, grad_norm: 10.5705 2020-09-13 22:02:07,157 - mmaction - INFO - Epoch [39][820/2640] lr: 1.000e-03, eta: 9:40:25, time: 0.937, data_time: 0.144, memory: 7069, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2048, loss: 1.2048, grad_norm: 10.8163 2020-09-13 22:02:27,908 - mmaction - INFO - Epoch [39][840/2640] lr: 1.000e-03, eta: 9:40:01, time: 1.032, data_time: 0.307, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1384, loss: 1.1384, grad_norm: 10.4991 2020-09-13 22:02:46,215 - mmaction - INFO - Epoch [39][860/2640] lr: 1.000e-03, eta: 9:39:38, time: 0.920, data_time: 0.234, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8992, loss_cls: 1.1243, loss: 1.1243, grad_norm: 10.2308 2020-09-13 22:03:04,557 - mmaction - INFO - Epoch [39][880/2640] lr: 1.000e-03, eta: 9:39:14, time: 0.913, data_time: 0.047, memory: 7069, top1_acc: 0.6969, top5_acc: 0.9023, loss_cls: 1.1190, loss: 1.1190, grad_norm: 10.4195 2020-09-13 22:03:24,559 - mmaction - INFO - Epoch [39][900/2640] lr: 1.000e-03, eta: 9:38:50, time: 1.005, data_time: 0.065, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8945, loss_cls: 1.1847, loss: 1.1847, grad_norm: 10.6764 2020-09-13 22:03:44,904 - mmaction - INFO - Epoch [39][920/2640] lr: 1.000e-03, eta: 9:38:27, time: 1.015, data_time: 0.005, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8938, loss_cls: 1.1465, loss: 1.1465, grad_norm: 10.2657 2020-09-13 22:04:03,333 - mmaction - INFO - Epoch [39][940/2640] lr: 1.000e-03, eta: 9:38:03, time: 0.923, data_time: 0.005, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2094, loss: 1.2094, grad_norm: 10.6188 2020-09-13 22:04:24,717 - mmaction - INFO - Epoch [39][960/2640] lr: 1.000e-03, eta: 9:37:40, time: 1.065, data_time: 0.003, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.2084, loss: 1.2084, grad_norm: 10.6811 2020-09-13 22:04:43,032 - mmaction - INFO - Epoch [39][980/2640] lr: 1.000e-03, eta: 9:37:17, time: 0.919, data_time: 0.008, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.2152, loss: 1.2152, grad_norm: 10.5628 2020-09-13 22:05:03,606 - mmaction - INFO - Epoch [39][1000/2640] lr: 1.000e-03, eta: 9:36:53, time: 1.027, data_time: 0.007, memory: 7069, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.1155, loss: 1.1155, grad_norm: 10.3842 2020-09-13 22:05:22,464 - mmaction - INFO - Epoch [39][1020/2640] lr: 1.000e-03, eta: 9:36:30, time: 0.946, data_time: 0.005, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.1564, loss: 1.1564, grad_norm: 10.4520 2020-09-13 22:05:43,252 - mmaction - INFO - Epoch [39][1040/2640] lr: 1.000e-03, eta: 9:36:07, time: 1.035, data_time: 0.006, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8930, loss_cls: 1.1701, loss: 1.1701, grad_norm: 10.4138 2020-09-13 22:06:01,654 - mmaction - INFO - Epoch [39][1060/2640] lr: 1.000e-03, eta: 9:35:43, time: 0.923, data_time: 0.008, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.1718, loss: 1.1718, grad_norm: 10.4419 2020-09-13 22:06:21,848 - mmaction - INFO - Epoch [39][1080/2640] lr: 1.000e-03, eta: 9:35:20, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.2837, loss: 1.2837, grad_norm: 10.7494 2020-09-13 22:06:41,844 - mmaction - INFO - Epoch [39][1100/2640] lr: 1.000e-03, eta: 9:34:56, time: 1.003, data_time: 0.008, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8852, loss_cls: 1.2161, loss: 1.2161, grad_norm: 10.4838 2020-09-13 22:07:00,988 - mmaction - INFO - Epoch [39][1120/2640] lr: 1.000e-03, eta: 9:34:33, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2329, loss: 1.2329, grad_norm: 10.6421 2020-09-13 22:07:21,612 - mmaction - INFO - Epoch [39][1140/2640] lr: 1.000e-03, eta: 9:34:09, time: 1.037, data_time: 0.008, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.1584, loss: 1.1584, grad_norm: 10.4543 2020-09-13 22:07:40,430 - mmaction - INFO - Epoch [39][1160/2640] lr: 1.000e-03, eta: 9:33:46, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1951, loss: 1.1951, grad_norm: 10.5181 2020-09-13 22:07:59,798 - mmaction - INFO - Epoch [39][1180/2640] lr: 1.000e-03, eta: 9:33:22, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.6539, top5_acc: 0.8703, loss_cls: 1.2733, loss: 1.2733, grad_norm: 11.1992 2020-09-13 22:08:19,799 - mmaction - INFO - Epoch [39][1200/2640] lr: 1.000e-03, eta: 9:32:59, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1892, loss: 1.1892, grad_norm: 10.6443 2020-09-13 22:08:40,320 - mmaction - INFO - Epoch [39][1220/2640] lr: 1.000e-03, eta: 9:32:36, time: 1.027, data_time: 0.003, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1548, loss: 1.1548, grad_norm: 10.2573 2020-09-13 22:08:59,432 - mmaction - INFO - Epoch [39][1240/2640] lr: 1.000e-03, eta: 9:32:12, time: 0.955, data_time: 0.005, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8930, loss_cls: 1.1972, loss: 1.1972, grad_norm: 10.7155 2020-09-13 22:09:19,979 - mmaction - INFO - Epoch [39][1260/2640] lr: 1.000e-03, eta: 9:31:49, time: 1.027, data_time: 0.003, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8984, loss_cls: 1.1672, loss: 1.1672, grad_norm: 10.5631 2020-09-13 22:09:38,645 - mmaction - INFO - Epoch [39][1280/2640] lr: 1.000e-03, eta: 9:31:25, time: 0.935, data_time: 0.006, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2067, loss: 1.2067, grad_norm: 10.4332 2020-09-13 22:09:58,262 - mmaction - INFO - Epoch [39][1300/2640] lr: 1.000e-03, eta: 9:31:02, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.7047, top5_acc: 0.9023, loss_cls: 1.1237, loss: 1.1237, grad_norm: 10.4926 2020-09-13 22:10:16,941 - mmaction - INFO - Epoch [39][1320/2640] lr: 1.000e-03, eta: 9:30:38, time: 0.939, data_time: 0.023, memory: 7069, top1_acc: 0.6867, top5_acc: 0.9000, loss_cls: 1.1555, loss: 1.1555, grad_norm: 10.4007 2020-09-13 22:10:37,092 - mmaction - INFO - Epoch [39][1340/2640] lr: 1.000e-03, eta: 9:30:15, time: 1.003, data_time: 0.027, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1518, loss: 1.1518, grad_norm: 10.0839 2020-09-13 22:10:55,489 - mmaction - INFO - Epoch [39][1360/2640] lr: 1.000e-03, eta: 9:29:51, time: 0.924, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8898, loss_cls: 1.1941, loss: 1.1941, grad_norm: 10.6362 2020-09-13 22:11:15,464 - mmaction - INFO - Epoch [39][1380/2640] lr: 1.000e-03, eta: 9:29:28, time: 0.996, data_time: 0.008, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8945, loss_cls: 1.1776, loss: 1.1776, grad_norm: 10.8522 2020-09-13 22:11:35,873 - mmaction - INFO - Epoch [39][1400/2640] lr: 1.000e-03, eta: 9:29:05, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8805, loss_cls: 1.2282, loss: 1.2282, grad_norm: 11.1883 2020-09-13 22:11:55,113 - mmaction - INFO - Epoch [39][1420/2640] lr: 1.000e-03, eta: 9:28:41, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1471, loss: 1.1471, grad_norm: 10.5242 2020-09-13 22:12:13,354 - mmaction - INFO - Epoch [39][1440/2640] lr: 1.000e-03, eta: 9:28:17, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1602, loss: 1.1602, grad_norm: 10.1337 2020-09-13 22:12:32,024 - mmaction - INFO - Epoch [39][1460/2640] lr: 1.000e-03, eta: 9:27:53, time: 0.934, data_time: 0.003, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.1396, loss: 1.1396, grad_norm: 10.3350 2020-09-13 22:12:51,964 - mmaction - INFO - Epoch [39][1480/2640] lr: 1.000e-03, eta: 9:27:30, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1105, loss: 1.1105, grad_norm: 10.0876 2020-09-13 22:13:11,492 - mmaction - INFO - Epoch [39][1500/2640] lr: 1.000e-03, eta: 9:27:07, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.1859, loss: 1.1859, grad_norm: 10.4874 2020-09-13 22:13:31,710 - mmaction - INFO - Epoch [39][1520/2640] lr: 1.000e-03, eta: 9:26:43, time: 1.006, data_time: 0.005, memory: 7069, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.2483, loss: 1.2483, grad_norm: 11.2268 2020-09-13 22:13:51,229 - mmaction - INFO - Epoch [39][1540/2640] lr: 1.000e-03, eta: 9:26:20, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8961, loss_cls: 1.1868, loss: 1.1868, grad_norm: 10.9542 2020-09-13 22:14:10,940 - mmaction - INFO - Epoch [39][1560/2640] lr: 1.000e-03, eta: 9:25:57, time: 0.986, data_time: 0.002, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1461, loss: 1.1461, grad_norm: 10.1621 2020-09-13 22:14:30,980 - mmaction - INFO - Epoch [39][1580/2640] lr: 1.000e-03, eta: 9:25:33, time: 0.996, data_time: 0.005, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1845, loss: 1.1845, grad_norm: 10.7902 2020-09-13 22:14:49,175 - mmaction - INFO - Epoch [39][1600/2640] lr: 1.000e-03, eta: 9:25:10, time: 0.915, data_time: 0.008, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1299, loss: 1.1299, grad_norm: 10.4266 2020-09-13 22:15:10,049 - mmaction - INFO - Epoch [39][1620/2640] lr: 1.000e-03, eta: 9:24:46, time: 1.043, data_time: 0.006, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2531, loss: 1.2531, grad_norm: 10.4674 2020-09-13 22:15:30,181 - mmaction - INFO - Epoch [39][1640/2640] lr: 1.000e-03, eta: 9:24:23, time: 1.007, data_time: 0.002, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.2104, loss: 1.2104, grad_norm: 10.8173 2020-09-13 22:15:46,743 - mmaction - INFO - Epoch [39][1660/2640] lr: 1.000e-03, eta: 9:23:59, time: 0.822, data_time: 0.004, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8875, loss_cls: 1.2322, loss: 1.2322, grad_norm: 11.1205 2020-09-13 22:16:06,933 - mmaction - INFO - Epoch [39][1680/2640] lr: 1.000e-03, eta: 9:23:36, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8969, loss_cls: 1.1620, loss: 1.1620, grad_norm: 10.3864 2020-09-13 22:16:25,650 - mmaction - INFO - Epoch [39][1700/2640] lr: 1.000e-03, eta: 9:23:12, time: 0.931, data_time: 0.008, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.1846, loss: 1.1846, grad_norm: 10.3344 2020-09-13 22:16:46,038 - mmaction - INFO - Epoch [39][1720/2640] lr: 1.000e-03, eta: 9:22:49, time: 1.025, data_time: 0.009, memory: 7069, top1_acc: 0.6937, top5_acc: 0.9016, loss_cls: 1.1564, loss: 1.1564, grad_norm: 10.8045 2020-09-13 22:17:05,641 - mmaction - INFO - Epoch [39][1740/2640] lr: 1.000e-03, eta: 9:22:25, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.6570, top5_acc: 0.8875, loss_cls: 1.2580, loss: 1.2580, grad_norm: 11.1018 2020-09-13 22:17:25,333 - mmaction - INFO - Epoch [39][1760/2640] lr: 1.000e-03, eta: 9:22:02, time: 0.986, data_time: 0.004, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2010, loss: 1.2010, grad_norm: 10.4452 2020-09-13 22:17:45,200 - mmaction - INFO - Epoch [39][1780/2640] lr: 1.000e-03, eta: 9:21:39, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2405, loss: 1.2405, grad_norm: 11.2398 2020-09-13 22:18:05,322 - mmaction - INFO - Epoch [39][1800/2640] lr: 1.000e-03, eta: 9:21:15, time: 1.011, data_time: 0.007, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1529, loss: 1.1529, grad_norm: 10.9757 2020-09-13 22:18:24,791 - mmaction - INFO - Epoch [39][1820/2640] lr: 1.000e-03, eta: 9:20:52, time: 0.968, data_time: 0.006, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8977, loss_cls: 1.1439, loss: 1.1439, grad_norm: 10.5868 2020-09-13 22:18:43,054 - mmaction - INFO - Epoch [39][1840/2640] lr: 1.000e-03, eta: 9:20:28, time: 0.918, data_time: 0.008, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1548, loss: 1.1548, grad_norm: 10.5153 2020-09-13 22:19:04,004 - mmaction - INFO - Epoch [39][1860/2640] lr: 1.000e-03, eta: 9:20:05, time: 1.045, data_time: 0.006, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.1056, loss: 1.1056, grad_norm: 10.2823 2020-09-13 22:19:23,158 - mmaction - INFO - Epoch [39][1880/2640] lr: 1.000e-03, eta: 9:19:42, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.6742, top5_acc: 0.8820, loss_cls: 1.2278, loss: 1.2278, grad_norm: 10.8587 2020-09-13 22:19:42,515 - mmaction - INFO - Epoch [39][1900/2640] lr: 1.000e-03, eta: 9:19:18, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1362, loss: 1.1362, grad_norm: 10.4543 2020-09-13 22:20:03,931 - mmaction - INFO - Epoch [39][1920/2640] lr: 1.000e-03, eta: 9:18:55, time: 1.075, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.9008, loss_cls: 1.1477, loss: 1.1477, grad_norm: 10.6130 2020-09-13 22:20:23,510 - mmaction - INFO - Epoch [39][1940/2640] lr: 1.000e-03, eta: 9:18:32, time: 0.978, data_time: 0.002, memory: 7069, top1_acc: 0.7055, top5_acc: 0.9031, loss_cls: 1.1152, loss: 1.1152, grad_norm: 10.7465 2020-09-13 22:20:41,882 - mmaction - INFO - Epoch [39][1960/2640] lr: 1.000e-03, eta: 9:18:08, time: 0.920, data_time: 0.008, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1366, loss: 1.1366, grad_norm: 10.5590 2020-09-13 22:21:01,798 - mmaction - INFO - Epoch [39][1980/2640] lr: 1.000e-03, eta: 9:17:45, time: 0.990, data_time: 0.016, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1945, loss: 1.1945, grad_norm: 10.7672 2020-09-13 22:21:20,951 - mmaction - INFO - Epoch [39][2000/2640] lr: 1.000e-03, eta: 9:17:21, time: 0.964, data_time: 0.072, memory: 7069, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1213, loss: 1.1213, grad_norm: 10.6243 2020-09-13 22:21:40,123 - mmaction - INFO - Epoch [39][2020/2640] lr: 1.000e-03, eta: 9:16:58, time: 0.952, data_time: 0.276, memory: 7069, top1_acc: 0.7039, top5_acc: 0.9000, loss_cls: 1.1328, loss: 1.1328, grad_norm: 10.6504 2020-09-13 22:22:00,077 - mmaction - INFO - Epoch [39][2040/2640] lr: 1.000e-03, eta: 9:16:35, time: 1.004, data_time: 0.208, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8898, loss_cls: 1.1965, loss: 1.1965, grad_norm: 10.7283 2020-09-13 22:22:20,648 - mmaction - INFO - Epoch [39][2060/2640] lr: 1.000e-03, eta: 9:16:12, time: 1.027, data_time: 0.002, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8852, loss_cls: 1.2325, loss: 1.2325, grad_norm: 11.3825 2020-09-13 22:22:39,043 - mmaction - INFO - Epoch [39][2080/2640] lr: 1.000e-03, eta: 9:15:48, time: 0.920, data_time: 0.003, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1351, loss: 1.1351, grad_norm: 10.6211 2020-09-13 22:22:58,029 - mmaction - INFO - Epoch [39][2100/2640] lr: 1.000e-03, eta: 9:15:24, time: 0.944, data_time: 0.007, memory: 7069, top1_acc: 0.6672, top5_acc: 0.8961, loss_cls: 1.2393, loss: 1.2393, grad_norm: 11.2746 2020-09-13 22:23:18,607 - mmaction - INFO - Epoch [39][2120/2640] lr: 1.000e-03, eta: 9:15:01, time: 1.034, data_time: 0.009, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2340, loss: 1.2340, grad_norm: 10.8483 2020-09-13 22:23:36,743 - mmaction - INFO - Epoch [39][2140/2640] lr: 1.000e-03, eta: 9:14:37, time: 0.903, data_time: 0.006, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1678, loss: 1.1678, grad_norm: 10.5397 2020-09-13 22:23:57,651 - mmaction - INFO - Epoch [39][2160/2640] lr: 1.000e-03, eta: 9:14:14, time: 1.048, data_time: 0.008, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2230, loss: 1.2230, grad_norm: 10.9154 2020-09-13 22:24:16,639 - mmaction - INFO - Epoch [39][2180/2640] lr: 1.000e-03, eta: 9:13:51, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2454, loss: 1.2454, grad_norm: 10.4387 2020-09-13 22:24:36,543 - mmaction - INFO - Epoch [39][2200/2640] lr: 1.000e-03, eta: 9:13:28, time: 0.996, data_time: 0.004, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8867, loss_cls: 1.1879, loss: 1.1879, grad_norm: 11.3479 2020-09-13 22:24:58,082 - mmaction - INFO - Epoch [39][2220/2640] lr: 1.000e-03, eta: 9:13:05, time: 1.073, data_time: 0.005, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2201, loss: 1.2201, grad_norm: 10.6044 2020-09-13 22:25:16,858 - mmaction - INFO - Epoch [39][2240/2640] lr: 1.000e-03, eta: 9:12:41, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8867, loss_cls: 1.2184, loss: 1.2184, grad_norm: 10.5003 2020-09-13 22:25:36,158 - mmaction - INFO - Epoch [39][2260/2640] lr: 1.000e-03, eta: 9:12:18, time: 0.966, data_time: 0.003, memory: 7069, top1_acc: 0.6680, top5_acc: 0.8797, loss_cls: 1.2561, loss: 1.2561, grad_norm: 11.0563 2020-09-13 22:25:55,971 - mmaction - INFO - Epoch [39][2280/2640] lr: 1.000e-03, eta: 9:11:54, time: 0.985, data_time: 0.078, memory: 7069, top1_acc: 0.6961, top5_acc: 0.9023, loss_cls: 1.1350, loss: 1.1350, grad_norm: 10.4628 2020-09-13 22:26:14,494 - mmaction - INFO - Epoch [39][2300/2640] lr: 1.000e-03, eta: 9:11:31, time: 0.931, data_time: 0.076, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8867, loss_cls: 1.2349, loss: 1.2349, grad_norm: 10.9791 2020-09-13 22:26:33,889 - mmaction - INFO - Epoch [39][2320/2640] lr: 1.000e-03, eta: 9:11:07, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2074, loss: 1.2074, grad_norm: 10.4695 2020-09-13 22:26:54,061 - mmaction - INFO - Epoch [39][2340/2640] lr: 1.000e-03, eta: 9:10:44, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.6781, top5_acc: 0.8906, loss_cls: 1.2290, loss: 1.2290, grad_norm: 10.5954 2020-09-13 22:27:12,107 - mmaction - INFO - Epoch [39][2360/2640] lr: 1.000e-03, eta: 9:10:20, time: 0.901, data_time: 0.008, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8891, loss_cls: 1.1684, loss: 1.1684, grad_norm: 10.6012 2020-09-13 22:27:30,911 - mmaction - INFO - Epoch [39][2380/2640] lr: 1.000e-03, eta: 9:09:57, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8906, loss_cls: 1.1725, loss: 1.1725, grad_norm: 10.1656 2020-09-13 22:27:51,851 - mmaction - INFO - Epoch [39][2400/2640] lr: 1.000e-03, eta: 9:09:34, time: 1.047, data_time: 0.007, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8891, loss_cls: 1.1746, loss: 1.1746, grad_norm: 10.5626 2020-09-13 22:28:11,649 - mmaction - INFO - Epoch [39][2420/2640] lr: 1.000e-03, eta: 9:09:10, time: 0.991, data_time: 0.003, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2871, loss: 1.2871, grad_norm: 11.1265 2020-09-13 22:28:30,666 - mmaction - INFO - Epoch [39][2440/2640] lr: 1.000e-03, eta: 9:08:47, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8914, loss_cls: 1.1962, loss: 1.1962, grad_norm: 11.0229 2020-09-13 22:28:50,870 - mmaction - INFO - Epoch [39][2460/2640] lr: 1.000e-03, eta: 9:08:24, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1842, loss: 1.1842, grad_norm: 10.6461 2020-09-13 22:29:09,340 - mmaction - INFO - Epoch [39][2480/2640] lr: 1.000e-03, eta: 9:08:00, time: 0.919, data_time: 0.023, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8758, loss_cls: 1.2525, loss: 1.2525, grad_norm: 10.8102 2020-09-13 22:29:30,260 - mmaction - INFO - Epoch [39][2500/2640] lr: 1.000e-03, eta: 9:07:37, time: 1.049, data_time: 0.045, memory: 7069, top1_acc: 0.7078, top5_acc: 0.9094, loss_cls: 1.0856, loss: 1.0856, grad_norm: 10.3144 2020-09-13 22:29:49,485 - mmaction - INFO - Epoch [39][2520/2640] lr: 1.000e-03, eta: 9:07:14, time: 0.955, data_time: 0.008, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1687, loss: 1.1687, grad_norm: 10.3566 2020-09-13 22:30:08,622 - mmaction - INFO - Epoch [39][2540/2640] lr: 1.000e-03, eta: 9:06:50, time: 0.964, data_time: 0.016, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1905, loss: 1.1905, grad_norm: 10.5642 2020-09-13 22:30:27,681 - mmaction - INFO - Epoch [39][2560/2640] lr: 1.000e-03, eta: 9:06:27, time: 0.953, data_time: 0.118, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8914, loss_cls: 1.1942, loss: 1.1942, grad_norm: 10.7819 2020-09-13 22:30:47,674 - mmaction - INFO - Epoch [39][2580/2640] lr: 1.000e-03, eta: 9:06:03, time: 0.995, data_time: 0.013, memory: 7069, top1_acc: 0.6523, top5_acc: 0.8773, loss_cls: 1.3116, loss: 1.3116, grad_norm: 11.2833 2020-09-13 22:31:06,990 - mmaction - INFO - Epoch [39][2600/2640] lr: 1.000e-03, eta: 9:05:40, time: 0.969, data_time: 0.104, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8914, loss_cls: 1.1805, loss: 1.1805, grad_norm: 10.6820 2020-09-13 22:31:25,915 - mmaction - INFO - Epoch [39][2620/2640] lr: 1.000e-03, eta: 9:05:16, time: 0.946, data_time: 0.292, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2161, loss: 1.2161, grad_norm: 10.5721 2020-09-13 22:31:43,728 - mmaction - INFO - Epoch [39][2640/2640] lr: 1.000e-03, eta: 9:04:53, time: 0.893, data_time: 0.195, memory: 7069, top1_acc: 0.6718, top5_acc: 0.8766, loss_cls: 1.2620, loss: 1.2620, grad_norm: 10.8040 2020-09-13 22:32:00,090 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-09-13 22:38:26,823 - mmaction - INFO - Epoch [40][20/2640] lr: 1.000e-03, eta: 9:06:12, time: 19.246, data_time: 18.275, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1552, loss: 1.1552, grad_norm: 10.3830 2020-09-13 22:38:47,924 - mmaction - INFO - Epoch [40][40/2640] lr: 1.000e-03, eta: 9:05:49, time: 1.059, data_time: 0.407, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.0626, loss: 1.0626, grad_norm: 9.7277 2020-09-13 22:39:07,712 - mmaction - INFO - Epoch [40][60/2640] lr: 1.000e-03, eta: 9:05:26, time: 0.996, data_time: 0.393, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8930, loss_cls: 1.1569, loss: 1.1569, grad_norm: 10.5659 2020-09-13 22:39:26,373 - mmaction - INFO - Epoch [40][80/2640] lr: 1.000e-03, eta: 9:05:02, time: 0.932, data_time: 0.338, memory: 7069, top1_acc: 0.7055, top5_acc: 0.9102, loss_cls: 1.1057, loss: 1.1057, grad_norm: 10.4075 2020-09-13 22:39:46,044 - mmaction - INFO - Epoch [40][100/2640] lr: 1.000e-03, eta: 9:04:39, time: 0.984, data_time: 0.360, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8836, loss_cls: 1.1906, loss: 1.1906, grad_norm: 10.8781 2020-09-13 22:40:04,988 - mmaction - INFO - Epoch [40][120/2640] lr: 1.000e-03, eta: 9:04:15, time: 0.944, data_time: 0.346, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1051, loss: 1.1051, grad_norm: 10.3659 2020-09-13 22:40:24,053 - mmaction - INFO - Epoch [40][140/2640] lr: 1.000e-03, eta: 9:03:52, time: 0.955, data_time: 0.236, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.1743, loss: 1.1743, grad_norm: 10.8427 2020-09-13 22:40:44,256 - mmaction - INFO - Epoch [40][160/2640] lr: 1.000e-03, eta: 9:03:28, time: 1.011, data_time: 0.349, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8961, loss_cls: 1.1897, loss: 1.1897, grad_norm: 10.6991 2020-09-13 22:41:02,743 - mmaction - INFO - Epoch [40][180/2640] lr: 1.000e-03, eta: 9:03:05, time: 0.919, data_time: 0.330, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.1783, loss: 1.1783, grad_norm: 10.5177 2020-09-13 22:41:22,404 - mmaction - INFO - Epoch [40][200/2640] lr: 1.000e-03, eta: 9:02:41, time: 0.989, data_time: 0.402, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1737, loss: 1.1737, grad_norm: 10.8070 2020-09-13 22:41:41,464 - mmaction - INFO - Epoch [40][220/2640] lr: 1.000e-03, eta: 9:02:18, time: 0.948, data_time: 0.182, memory: 7069, top1_acc: 0.7000, top5_acc: 0.9039, loss_cls: 1.1308, loss: 1.1308, grad_norm: 10.5325 2020-09-13 22:42:01,986 - mmaction - INFO - Epoch [40][240/2640] lr: 1.000e-03, eta: 9:01:54, time: 1.031, data_time: 0.221, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8914, loss_cls: 1.1556, loss: 1.1556, grad_norm: 10.7784 2020-09-13 22:42:21,300 - mmaction - INFO - Epoch [40][260/2640] lr: 1.000e-03, eta: 9:01:31, time: 0.963, data_time: 0.168, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1500, loss: 1.1500, grad_norm: 10.5599 2020-09-13 22:42:40,469 - mmaction - INFO - Epoch [40][280/2640] lr: 1.000e-03, eta: 9:01:07, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8992, loss_cls: 1.1391, loss: 1.1391, grad_norm: 10.4430 2020-09-13 22:42:59,964 - mmaction - INFO - Epoch [40][300/2640] lr: 1.000e-03, eta: 9:00:44, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8977, loss_cls: 1.1500, loss: 1.1500, grad_norm: 10.6051 2020-09-13 22:43:19,811 - mmaction - INFO - Epoch [40][320/2640] lr: 1.000e-03, eta: 9:00:21, time: 0.997, data_time: 0.019, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8867, loss_cls: 1.1950, loss: 1.1950, grad_norm: 10.7613 2020-09-13 22:43:39,096 - mmaction - INFO - Epoch [40][340/2640] lr: 1.000e-03, eta: 8:59:57, time: 0.959, data_time: 0.016, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1150, loss: 1.1150, grad_norm: 10.7901 2020-09-13 22:43:59,231 - mmaction - INFO - Epoch [40][360/2640] lr: 1.000e-03, eta: 8:59:34, time: 1.012, data_time: 0.166, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2293, loss: 1.2293, grad_norm: 10.8684 2020-09-13 22:44:19,641 - mmaction - INFO - Epoch [40][380/2640] lr: 1.000e-03, eta: 8:59:11, time: 1.020, data_time: 0.393, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8977, loss_cls: 1.1410, loss: 1.1410, grad_norm: 10.4654 2020-09-13 22:44:39,502 - mmaction - INFO - Epoch [40][400/2640] lr: 1.000e-03, eta: 8:58:47, time: 0.992, data_time: 0.401, memory: 7069, top1_acc: 0.6813, top5_acc: 0.8898, loss_cls: 1.1580, loss: 1.1580, grad_norm: 11.1734 2020-09-13 22:44:58,793 - mmaction - INFO - Epoch [40][420/2640] lr: 1.000e-03, eta: 8:58:24, time: 0.965, data_time: 0.371, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1567, loss: 1.1567, grad_norm: 10.9256 2020-09-13 22:45:16,446 - mmaction - INFO - Epoch [40][440/2640] lr: 1.000e-03, eta: 8:58:00, time: 0.883, data_time: 0.242, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2397, loss: 1.2397, grad_norm: 10.8597 2020-09-13 22:45:35,567 - mmaction - INFO - Epoch [40][460/2640] lr: 1.000e-03, eta: 8:57:36, time: 0.950, data_time: 0.225, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.1900, loss: 1.1900, grad_norm: 10.4954 2020-09-13 22:45:55,957 - mmaction - INFO - Epoch [40][480/2640] lr: 1.000e-03, eta: 8:57:13, time: 1.025, data_time: 0.086, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8930, loss_cls: 1.1719, loss: 1.1719, grad_norm: 10.7540 2020-09-13 22:46:16,595 - mmaction - INFO - Epoch [40][500/2640] lr: 1.000e-03, eta: 8:56:50, time: 1.030, data_time: 0.007, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1649, loss: 1.1649, grad_norm: 10.3368 2020-09-13 22:46:36,356 - mmaction - INFO - Epoch [40][520/2640] lr: 1.000e-03, eta: 8:56:27, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.1682, loss: 1.1682, grad_norm: 10.3934 2020-09-13 22:46:56,116 - mmaction - INFO - Epoch [40][540/2640] lr: 1.000e-03, eta: 8:56:04, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.6789, top5_acc: 0.8875, loss_cls: 1.2105, loss: 1.2105, grad_norm: 11.1369 2020-09-13 22:47:14,471 - mmaction - INFO - Epoch [40][560/2640] lr: 1.000e-03, eta: 8:55:40, time: 0.918, data_time: 0.004, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1323, loss: 1.1323, grad_norm: 10.8929 2020-09-13 22:47:33,787 - mmaction - INFO - Epoch [40][580/2640] lr: 1.000e-03, eta: 8:55:16, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.7023, top5_acc: 0.9000, loss_cls: 1.1680, loss: 1.1680, grad_norm: 10.9919 2020-09-13 22:47:53,566 - mmaction - INFO - Epoch [40][600/2640] lr: 1.000e-03, eta: 8:54:53, time: 0.995, data_time: 0.009, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8867, loss_cls: 1.2545, loss: 1.2545, grad_norm: 11.2417 2020-09-13 22:48:12,687 - mmaction - INFO - Epoch [40][620/2640] lr: 1.000e-03, eta: 8:54:29, time: 0.955, data_time: 0.004, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0910, loss: 1.0910, grad_norm: 10.4274 2020-09-13 22:48:32,305 - mmaction - INFO - Epoch [40][640/2640] lr: 1.000e-03, eta: 8:54:06, time: 0.981, data_time: 0.004, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8945, loss_cls: 1.1588, loss: 1.1588, grad_norm: 10.7937 2020-09-13 22:48:52,504 - mmaction - INFO - Epoch [40][660/2640] lr: 1.000e-03, eta: 8:53:43, time: 1.010, data_time: 0.006, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1302, loss: 1.1302, grad_norm: 10.1102 2020-09-13 22:49:12,756 - mmaction - INFO - Epoch [40][680/2640] lr: 1.000e-03, eta: 8:53:20, time: 1.013, data_time: 0.003, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1088, loss: 1.1088, grad_norm: 10.6534 2020-09-13 22:49:31,595 - mmaction - INFO - Epoch [40][700/2640] lr: 1.000e-03, eta: 8:52:56, time: 0.939, data_time: 0.006, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.2550, loss: 1.2550, grad_norm: 11.0456 2020-09-13 22:49:50,916 - mmaction - INFO - Epoch [40][720/2640] lr: 1.000e-03, eta: 8:52:33, time: 0.970, data_time: 0.008, memory: 7069, top1_acc: 0.6922, top5_acc: 0.9000, loss_cls: 1.1491, loss: 1.1491, grad_norm: 10.7540 2020-09-13 22:50:11,223 - mmaction - INFO - Epoch [40][740/2640] lr: 1.000e-03, eta: 8:52:09, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1308, loss: 1.1308, grad_norm: 10.3738 2020-09-13 22:50:30,473 - mmaction - INFO - Epoch [40][760/2640] lr: 1.000e-03, eta: 8:51:46, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8953, loss_cls: 1.1735, loss: 1.1735, grad_norm: 10.4399 2020-09-13 22:50:50,460 - mmaction - INFO - Epoch [40][780/2640] lr: 1.000e-03, eta: 8:51:23, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1742, loss: 1.1742, grad_norm: 10.8605 2020-09-13 22:51:10,730 - mmaction - INFO - Epoch [40][800/2640] lr: 1.000e-03, eta: 8:51:00, time: 1.016, data_time: 0.009, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2014, loss: 1.2014, grad_norm: 10.4580 2020-09-13 22:51:29,873 - mmaction - INFO - Epoch [40][820/2640] lr: 1.000e-03, eta: 8:50:36, time: 0.958, data_time: 0.003, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2622, loss: 1.2622, grad_norm: 10.7427 2020-09-13 22:51:48,856 - mmaction - INFO - Epoch [40][840/2640] lr: 1.000e-03, eta: 8:50:12, time: 0.944, data_time: 0.146, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8875, loss_cls: 1.1701, loss: 1.1701, grad_norm: 10.7992 2020-09-13 22:52:07,237 - mmaction - INFO - Epoch [40][860/2640] lr: 1.000e-03, eta: 8:49:49, time: 0.925, data_time: 0.120, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.1986, loss: 1.1986, grad_norm: 10.7186 2020-09-13 22:52:28,154 - mmaction - INFO - Epoch [40][880/2640] lr: 1.000e-03, eta: 8:49:26, time: 1.045, data_time: 0.282, memory: 7069, top1_acc: 0.6719, top5_acc: 0.8945, loss_cls: 1.1844, loss: 1.1844, grad_norm: 10.8664 2020-09-13 22:52:48,025 - mmaction - INFO - Epoch [40][900/2640] lr: 1.000e-03, eta: 8:49:02, time: 0.993, data_time: 0.117, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.1651, loss: 1.1651, grad_norm: 10.8238 2020-09-13 22:53:08,686 - mmaction - INFO - Epoch [40][920/2640] lr: 1.000e-03, eta: 8:48:39, time: 1.030, data_time: 0.312, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1937, loss: 1.1937, grad_norm: 11.3962 2020-09-13 22:53:28,437 - mmaction - INFO - Epoch [40][940/2640] lr: 1.000e-03, eta: 8:48:16, time: 0.990, data_time: 0.403, memory: 7069, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1238, loss: 1.1238, grad_norm: 10.5992 2020-09-13 22:53:47,813 - mmaction - INFO - Epoch [40][960/2640] lr: 1.000e-03, eta: 8:47:53, time: 0.969, data_time: 0.374, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8906, loss_cls: 1.1734, loss: 1.1734, grad_norm: 10.2781 2020-09-13 22:54:07,746 - mmaction - INFO - Epoch [40][980/2640] lr: 1.000e-03, eta: 8:47:29, time: 0.997, data_time: 0.312, memory: 7069, top1_acc: 0.6930, top5_acc: 0.9039, loss_cls: 1.1575, loss: 1.1575, grad_norm: 10.7861 2020-09-13 22:54:27,418 - mmaction - INFO - Epoch [40][1000/2640] lr: 1.000e-03, eta: 8:47:06, time: 0.983, data_time: 0.393, memory: 7069, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1127, loss: 1.1127, grad_norm: 10.5616 2020-09-13 22:54:46,104 - mmaction - INFO - Epoch [40][1020/2640] lr: 1.000e-03, eta: 8:46:42, time: 0.935, data_time: 0.336, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8852, loss_cls: 1.2067, loss: 1.2067, grad_norm: 10.8305 2020-09-13 22:55:05,971 - mmaction - INFO - Epoch [40][1040/2640] lr: 1.000e-03, eta: 8:46:19, time: 0.994, data_time: 0.355, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8930, loss_cls: 1.1774, loss: 1.1774, grad_norm: 10.9149 2020-09-13 22:55:26,358 - mmaction - INFO - Epoch [40][1060/2640] lr: 1.000e-03, eta: 8:45:56, time: 1.019, data_time: 0.378, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1201, loss: 1.1201, grad_norm: 10.4034 2020-09-13 22:55:47,114 - mmaction - INFO - Epoch [40][1080/2640] lr: 1.000e-03, eta: 8:45:33, time: 1.037, data_time: 0.408, memory: 7069, top1_acc: 0.6773, top5_acc: 0.8852, loss_cls: 1.2475, loss: 1.2475, grad_norm: 10.8371 2020-09-13 22:56:06,095 - mmaction - INFO - Epoch [40][1100/2640] lr: 1.000e-03, eta: 8:45:09, time: 0.949, data_time: 0.214, memory: 7069, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1336, loss: 1.1336, grad_norm: 10.3550 2020-09-13 22:56:24,711 - mmaction - INFO - Epoch [40][1120/2640] lr: 1.000e-03, eta: 8:44:46, time: 0.927, data_time: 0.192, memory: 7069, top1_acc: 0.6914, top5_acc: 0.9016, loss_cls: 1.1406, loss: 1.1406, grad_norm: 10.6216 2020-09-13 22:56:43,405 - mmaction - INFO - Epoch [40][1140/2640] lr: 1.000e-03, eta: 8:44:22, time: 0.938, data_time: 0.029, memory: 7069, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2332, loss: 1.2332, grad_norm: 10.8174 2020-09-13 22:57:02,768 - mmaction - INFO - Epoch [40][1160/2640] lr: 1.000e-03, eta: 8:43:59, time: 0.963, data_time: 0.006, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9039, loss_cls: 1.1005, loss: 1.1005, grad_norm: 10.2310 2020-09-13 22:57:22,180 - mmaction - INFO - Epoch [40][1180/2640] lr: 1.000e-03, eta: 8:43:35, time: 0.976, data_time: 0.011, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8961, loss_cls: 1.1797, loss: 1.1797, grad_norm: 10.9337 2020-09-13 22:57:42,239 - mmaction - INFO - Epoch [40][1200/2640] lr: 1.000e-03, eta: 8:43:12, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8977, loss_cls: 1.1734, loss: 1.1734, grad_norm: 10.8889 2020-09-13 22:58:01,301 - mmaction - INFO - Epoch [40][1220/2640] lr: 1.000e-03, eta: 8:42:49, time: 0.958, data_time: 0.008, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9070, loss_cls: 1.0902, loss: 1.0902, grad_norm: 10.6510 2020-09-13 22:58:21,525 - mmaction - INFO - Epoch [40][1240/2640] lr: 1.000e-03, eta: 8:42:26, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.2067, loss: 1.2067, grad_norm: 11.0242 2020-09-13 22:58:41,185 - mmaction - INFO - Epoch [40][1260/2640] lr: 1.000e-03, eta: 8:42:02, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0846, loss: 1.0846, grad_norm: 10.6526 2020-09-13 22:59:00,593 - mmaction - INFO - Epoch [40][1280/2640] lr: 1.000e-03, eta: 8:41:39, time: 0.967, data_time: 0.005, memory: 7069, top1_acc: 0.6867, top5_acc: 0.8906, loss_cls: 1.1763, loss: 1.1763, grad_norm: 10.7960 2020-09-13 22:59:18,276 - mmaction - INFO - Epoch [40][1300/2640] lr: 1.000e-03, eta: 8:41:15, time: 0.886, data_time: 0.010, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8953, loss_cls: 1.1983, loss: 1.1983, grad_norm: 10.8441 2020-09-13 22:59:39,128 - mmaction - INFO - Epoch [40][1320/2640] lr: 1.000e-03, eta: 8:40:52, time: 1.038, data_time: 0.006, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8945, loss_cls: 1.1278, loss: 1.1278, grad_norm: 10.7191 2020-09-13 22:59:57,902 - mmaction - INFO - Epoch [40][1340/2640] lr: 1.000e-03, eta: 8:40:29, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2079, loss: 1.2079, grad_norm: 10.6231 2020-09-13 23:00:19,134 - mmaction - INFO - Epoch [40][1360/2640] lr: 1.000e-03, eta: 8:40:05, time: 1.035, data_time: 0.007, memory: 7069, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1850, loss: 1.1850, grad_norm: 11.0073 2020-09-13 23:00:39,167 - mmaction - INFO - Epoch [40][1380/2640] lr: 1.000e-03, eta: 8:39:42, time: 1.021, data_time: 0.038, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1922, loss: 1.1922, grad_norm: 10.9521 2020-09-13 23:00:56,593 - mmaction - INFO - Epoch [40][1400/2640] lr: 1.000e-03, eta: 8:39:18, time: 0.877, data_time: 0.017, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8914, loss_cls: 1.1317, loss: 1.1317, grad_norm: 10.5235 2020-09-13 23:01:17,302 - mmaction - INFO - Epoch [40][1420/2640] lr: 1.000e-03, eta: 8:38:55, time: 1.036, data_time: 0.251, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1483, loss: 1.1483, grad_norm: 10.5027 2020-09-13 23:01:36,594 - mmaction - INFO - Epoch [40][1440/2640] lr: 1.000e-03, eta: 8:38:32, time: 0.960, data_time: 0.059, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.2134, loss: 1.2134, grad_norm: 10.8058 2020-09-13 23:01:56,078 - mmaction - INFO - Epoch [40][1460/2640] lr: 1.000e-03, eta: 8:38:09, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1515, loss: 1.1515, grad_norm: 11.0238 2020-09-13 23:02:16,585 - mmaction - INFO - Epoch [40][1480/2640] lr: 1.000e-03, eta: 8:37:46, time: 1.026, data_time: 0.006, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8906, loss_cls: 1.2010, loss: 1.2010, grad_norm: 10.9457 2020-09-13 23:02:35,284 - mmaction - INFO - Epoch [40][1500/2640] lr: 1.000e-03, eta: 8:37:22, time: 0.936, data_time: 0.004, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1414, loss: 1.1414, grad_norm: 10.7354 2020-09-13 23:02:55,175 - mmaction - INFO - Epoch [40][1520/2640] lr: 1.000e-03, eta: 8:36:59, time: 0.989, data_time: 0.006, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9047, loss_cls: 1.1033, loss: 1.1033, grad_norm: 10.2981 2020-09-13 23:03:15,193 - mmaction - INFO - Epoch [40][1540/2640] lr: 1.000e-03, eta: 8:36:36, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1134, loss: 1.1134, grad_norm: 10.5781 2020-09-13 23:03:33,545 - mmaction - INFO - Epoch [40][1560/2640] lr: 1.000e-03, eta: 8:36:12, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.7078, top5_acc: 0.9039, loss_cls: 1.0870, loss: 1.0870, grad_norm: 10.5939 2020-09-13 23:03:53,312 - mmaction - INFO - Epoch [40][1580/2640] lr: 1.000e-03, eta: 8:35:49, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.1911, loss: 1.1911, grad_norm: 10.5681 2020-09-13 23:04:12,374 - mmaction - INFO - Epoch [40][1600/2640] lr: 1.000e-03, eta: 8:35:25, time: 0.951, data_time: 0.007, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8984, loss_cls: 1.1461, loss: 1.1461, grad_norm: 10.8472 2020-09-13 23:04:33,699 - mmaction - INFO - Epoch [40][1620/2640] lr: 1.000e-03, eta: 8:35:02, time: 1.068, data_time: 0.008, memory: 7069, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1932, loss: 1.1932, grad_norm: 10.9994 2020-09-13 23:04:52,699 - mmaction - INFO - Epoch [40][1640/2640] lr: 1.000e-03, eta: 8:34:39, time: 0.950, data_time: 0.003, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.1692, loss: 1.1692, grad_norm: 10.5855 2020-09-13 23:05:12,805 - mmaction - INFO - Epoch [40][1660/2640] lr: 1.000e-03, eta: 8:34:16, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.7008, top5_acc: 0.9008, loss_cls: 1.1284, loss: 1.1284, grad_norm: 10.3448 2020-09-13 23:05:32,990 - mmaction - INFO - Epoch [40][1680/2640] lr: 1.000e-03, eta: 8:33:53, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.6633, top5_acc: 0.8852, loss_cls: 1.2557, loss: 1.2557, grad_norm: 11.2116 2020-09-13 23:05:52,732 - mmaction - INFO - Epoch [40][1700/2640] lr: 1.000e-03, eta: 8:33:29, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.1710, loss: 1.1710, grad_norm: 11.0666 2020-09-13 23:06:12,272 - mmaction - INFO - Epoch [40][1720/2640] lr: 1.000e-03, eta: 8:33:06, time: 0.974, data_time: 0.005, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8992, loss_cls: 1.1548, loss: 1.1548, grad_norm: 10.8067 2020-09-13 23:06:31,816 - mmaction - INFO - Epoch [40][1740/2640] lr: 1.000e-03, eta: 8:32:43, time: 0.981, data_time: 0.009, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8977, loss_cls: 1.1268, loss: 1.1268, grad_norm: 10.7623 2020-09-13 23:06:52,181 - mmaction - INFO - Epoch [40][1760/2640] lr: 1.000e-03, eta: 8:32:20, time: 1.013, data_time: 0.006, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8969, loss_cls: 1.1713, loss: 1.1713, grad_norm: 10.7716 2020-09-13 23:07:11,398 - mmaction - INFO - Epoch [40][1780/2640] lr: 1.000e-03, eta: 8:31:56, time: 0.966, data_time: 0.008, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8945, loss_cls: 1.1576, loss: 1.1576, grad_norm: 10.8746 2020-09-13 23:07:30,511 - mmaction - INFO - Epoch [40][1800/2640] lr: 1.000e-03, eta: 8:31:33, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1490, loss: 1.1490, grad_norm: 10.8223 2020-09-13 23:07:50,767 - mmaction - INFO - Epoch [40][1820/2640] lr: 1.000e-03, eta: 8:31:10, time: 1.018, data_time: 0.008, memory: 7069, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1420, loss: 1.1420, grad_norm: 10.7484 2020-09-13 23:08:09,323 - mmaction - INFO - Epoch [40][1840/2640] lr: 1.000e-03, eta: 8:30:46, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1858, loss: 1.1858, grad_norm: 10.9761 2020-09-13 23:08:29,469 - mmaction - INFO - Epoch [40][1860/2640] lr: 1.000e-03, eta: 8:30:23, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8844, loss_cls: 1.2034, loss: 1.2034, grad_norm: 10.9472 2020-09-13 23:08:48,726 - mmaction - INFO - Epoch [40][1880/2640] lr: 1.000e-03, eta: 8:30:00, time: 0.962, data_time: 0.005, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1829, loss: 1.1829, grad_norm: 11.2378 2020-09-13 23:09:07,439 - mmaction - INFO - Epoch [40][1900/2640] lr: 1.000e-03, eta: 8:29:36, time: 0.936, data_time: 0.003, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1251, loss: 1.1251, grad_norm: 10.7569 2020-09-13 23:09:27,158 - mmaction - INFO - Epoch [40][1920/2640] lr: 1.000e-03, eta: 8:29:13, time: 0.983, data_time: 0.007, memory: 7069, top1_acc: 0.6625, top5_acc: 0.8805, loss_cls: 1.2453, loss: 1.2453, grad_norm: 11.2304 2020-09-13 23:09:47,508 - mmaction - INFO - Epoch [40][1940/2640] lr: 1.000e-03, eta: 8:28:50, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.6898, top5_acc: 0.8938, loss_cls: 1.1652, loss: 1.1652, grad_norm: 10.7414 2020-09-13 23:10:05,768 - mmaction - INFO - Epoch [40][1960/2640] lr: 1.000e-03, eta: 8:28:26, time: 0.912, data_time: 0.005, memory: 7069, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.1626, loss: 1.1626, grad_norm: 11.3223 2020-09-13 23:10:24,388 - mmaction - INFO - Epoch [40][1980/2640] lr: 1.000e-03, eta: 8:28:02, time: 0.931, data_time: 0.003, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1699, loss: 1.1699, grad_norm: 10.6640 2020-09-13 23:10:44,119 - mmaction - INFO - Epoch [40][2000/2640] lr: 1.000e-03, eta: 8:27:39, time: 0.981, data_time: 0.017, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8805, loss_cls: 1.2341, loss: 1.2341, grad_norm: 11.1187 2020-09-13 23:11:04,029 - mmaction - INFO - Epoch [40][2020/2640] lr: 1.000e-03, eta: 8:27:16, time: 1.001, data_time: 0.009, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8867, loss_cls: 1.1901, loss: 1.1901, grad_norm: 10.9898 2020-09-13 23:11:23,377 - mmaction - INFO - Epoch [40][2040/2640] lr: 1.000e-03, eta: 8:26:53, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8953, loss_cls: 1.2172, loss: 1.2172, grad_norm: 11.2221 2020-09-13 23:11:42,290 - mmaction - INFO - Epoch [40][2060/2640] lr: 1.000e-03, eta: 8:26:29, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.6828, top5_acc: 0.8867, loss_cls: 1.2261, loss: 1.2261, grad_norm: 11.2081 2020-09-13 23:12:02,303 - mmaction - INFO - Epoch [40][2080/2640] lr: 1.000e-03, eta: 8:26:06, time: 0.996, data_time: 0.062, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.1999, loss: 1.1999, grad_norm: 10.3612 2020-09-13 23:12:22,220 - mmaction - INFO - Epoch [40][2100/2640] lr: 1.000e-03, eta: 8:25:43, time: 1.001, data_time: 0.037, memory: 7069, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3099, loss: 1.3099, grad_norm: 11.3799 2020-09-13 23:12:43,586 - mmaction - INFO - Epoch [40][2120/2640] lr: 1.000e-03, eta: 8:25:20, time: 1.068, data_time: 0.010, memory: 7069, top1_acc: 0.6727, top5_acc: 0.8805, loss_cls: 1.2369, loss: 1.2369, grad_norm: 10.9838 2020-09-13 23:13:04,264 - mmaction - INFO - Epoch [40][2140/2640] lr: 1.000e-03, eta: 8:24:57, time: 1.034, data_time: 0.003, memory: 7069, top1_acc: 0.6797, top5_acc: 0.8969, loss_cls: 1.2124, loss: 1.2124, grad_norm: 11.2241 2020-09-13 23:13:24,041 - mmaction - INFO - Epoch [40][2160/2640] lr: 1.000e-03, eta: 8:24:34, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1209, loss: 1.1209, grad_norm: 10.7987 2020-09-13 23:13:41,522 - mmaction - INFO - Epoch [40][2180/2640] lr: 1.000e-03, eta: 8:24:10, time: 0.879, data_time: 0.009, memory: 7069, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1316, loss: 1.1316, grad_norm: 10.7505 2020-09-13 23:14:01,177 - mmaction - INFO - Epoch [40][2200/2640] lr: 1.000e-03, eta: 8:23:47, time: 0.981, data_time: 0.007, memory: 7069, top1_acc: 0.7000, top5_acc: 0.9008, loss_cls: 1.1239, loss: 1.1239, grad_norm: 10.8165 2020-09-13 23:14:18,823 - mmaction - INFO - Epoch [40][2220/2640] lr: 1.000e-03, eta: 8:23:23, time: 0.884, data_time: 0.009, memory: 7069, top1_acc: 0.6961, top5_acc: 0.8977, loss_cls: 1.1345, loss: 1.1345, grad_norm: 10.6706 2020-09-13 23:14:39,616 - mmaction - INFO - Epoch [40][2240/2640] lr: 1.000e-03, eta: 8:23:00, time: 1.041, data_time: 0.242, memory: 7069, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2212, loss: 1.2212, grad_norm: 11.0435 2020-09-13 23:14:59,018 - mmaction - INFO - Epoch [40][2260/2640] lr: 1.000e-03, eta: 8:22:37, time: 0.970, data_time: 0.260, memory: 7069, top1_acc: 0.6703, top5_acc: 0.8797, loss_cls: 1.2417, loss: 1.2417, grad_norm: 10.9499 2020-09-13 23:15:16,643 - mmaction - INFO - Epoch [40][2280/2640] lr: 1.000e-03, eta: 8:22:13, time: 0.881, data_time: 0.205, memory: 7069, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2003, loss: 1.2003, grad_norm: 11.3780 2020-09-13 23:15:35,863 - mmaction - INFO - Epoch [40][2300/2640] lr: 1.000e-03, eta: 8:21:50, time: 0.957, data_time: 0.033, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.1755, loss: 1.1755, grad_norm: 10.7764 2020-09-13 23:15:56,107 - mmaction - INFO - Epoch [40][2320/2640] lr: 1.000e-03, eta: 8:21:26, time: 1.016, data_time: 0.010, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1381, loss: 1.1381, grad_norm: 11.2359 2020-09-13 23:16:16,823 - mmaction - INFO - Epoch [40][2340/2640] lr: 1.000e-03, eta: 8:21:03, time: 1.036, data_time: 0.003, memory: 7069, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.1946, loss: 1.1946, grad_norm: 10.6317 2020-09-13 23:16:35,563 - mmaction - INFO - Epoch [40][2360/2640] lr: 1.000e-03, eta: 8:20:40, time: 0.932, data_time: 0.006, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1647, loss: 1.1647, grad_norm: 10.7870 2020-09-13 23:16:56,007 - mmaction - INFO - Epoch [40][2380/2640] lr: 1.000e-03, eta: 8:20:17, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1559, loss: 1.1559, grad_norm: 10.7984 2020-09-13 23:17:15,468 - mmaction - INFO - Epoch [40][2400/2640] lr: 1.000e-03, eta: 8:19:54, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.6734, top5_acc: 0.8891, loss_cls: 1.1899, loss: 1.1899, grad_norm: 11.0475 2020-09-13 23:17:36,385 - mmaction - INFO - Epoch [40][2420/2640] lr: 1.000e-03, eta: 8:19:31, time: 1.049, data_time: 0.008, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.1959, loss: 1.1959, grad_norm: 11.0474 2020-09-13 23:17:56,745 - mmaction - INFO - Epoch [40][2440/2640] lr: 1.000e-03, eta: 8:19:08, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.1974, loss: 1.1974, grad_norm: 10.7715 2020-09-13 23:18:16,513 - mmaction - INFO - Epoch [40][2460/2640] lr: 1.000e-03, eta: 8:18:44, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826, grad_norm: 10.6930 2020-09-13 23:18:36,260 - mmaction - INFO - Epoch [40][2480/2640] lr: 1.000e-03, eta: 8:18:21, time: 0.983, data_time: 0.006, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8977, loss_cls: 1.1726, loss: 1.1726, grad_norm: 11.2572 2020-09-13 23:18:55,551 - mmaction - INFO - Epoch [40][2500/2640] lr: 1.000e-03, eta: 8:17:58, time: 0.969, data_time: 0.008, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1386, loss: 1.1386, grad_norm: 11.0210 2020-09-13 23:19:13,509 - mmaction - INFO - Epoch [40][2520/2640] lr: 1.000e-03, eta: 8:17:34, time: 0.893, data_time: 0.007, memory: 7069, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1910, loss: 1.1910, grad_norm: 11.0761 2020-09-13 23:19:34,148 - mmaction - INFO - Epoch [40][2540/2640] lr: 1.000e-03, eta: 8:17:11, time: 1.035, data_time: 0.008, memory: 7069, top1_acc: 0.6805, top5_acc: 0.8867, loss_cls: 1.2049, loss: 1.2049, grad_norm: 10.6378 2020-09-13 23:19:53,330 - mmaction - INFO - Epoch [40][2560/2640] lr: 1.000e-03, eta: 8:16:48, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.6852, top5_acc: 0.8867, loss_cls: 1.1806, loss: 1.1806, grad_norm: 10.6380 2020-09-13 23:20:13,150 - mmaction - INFO - Epoch [40][2580/2640] lr: 1.000e-03, eta: 8:16:25, time: 0.993, data_time: 0.008, memory: 7069, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.2106, loss: 1.2106, grad_norm: 11.2594 2020-09-13 23:20:33,733 - mmaction - INFO - Epoch [40][2600/2640] lr: 1.000e-03, eta: 8:16:02, time: 1.027, data_time: 0.008, memory: 7069, top1_acc: 0.6758, top5_acc: 0.8922, loss_cls: 1.1890, loss: 1.1890, grad_norm: 10.8291 2020-09-13 23:20:52,386 - mmaction - INFO - Epoch [40][2620/2640] lr: 1.000e-03, eta: 8:15:38, time: 0.935, data_time: 0.008, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1527, loss: 1.1527, grad_norm: 10.5443 2020-09-13 23:21:09,546 - mmaction - INFO - Epoch [40][2640/2640] lr: 1.000e-03, eta: 8:15:14, time: 0.857, data_time: 0.007, memory: 7069, top1_acc: 0.6855, top5_acc: 0.8855, loss_cls: 1.2291, loss: 1.2291, grad_norm: 10.7909 2020-09-13 23:21:26,896 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-09-13 23:28:01,566 - mmaction - INFO - Epoch [41][20/2640] lr: 1.000e-04, eta: 8:16:24, time: 19.608, data_time: 18.557, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1461, loss: 1.1461, grad_norm: 10.6556 2020-09-13 23:28:22,578 - mmaction - INFO - Epoch [41][40/2640] lr: 1.000e-04, eta: 8:16:01, time: 1.057, data_time: 0.021, memory: 7069, top1_acc: 0.6930, top5_acc: 0.9000, loss_cls: 1.1666, loss: 1.1666, grad_norm: 10.9384 2020-09-13 23:28:42,116 - mmaction - INFO - Epoch [41][60/2640] lr: 1.000e-04, eta: 8:15:38, time: 0.982, data_time: 0.010, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9047, loss_cls: 1.0415, loss: 1.0415, grad_norm: 10.3592 2020-09-13 23:29:03,151 - mmaction - INFO - Epoch [41][80/2640] lr: 1.000e-04, eta: 8:15:15, time: 1.047, data_time: 0.006, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1303, loss: 1.1303, grad_norm: 10.5973 2020-09-13 23:29:21,969 - mmaction - INFO - Epoch [41][100/2640] lr: 1.000e-04, eta: 8:14:51, time: 0.945, data_time: 0.007, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0556, loss: 1.0556, grad_norm: 10.3819 2020-09-13 23:29:40,785 - mmaction - INFO - Epoch [41][120/2640] lr: 1.000e-04, eta: 8:14:28, time: 0.940, data_time: 0.007, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1588, loss: 1.1588, grad_norm: 10.6063 2020-09-13 23:29:59,544 - mmaction - INFO - Epoch [41][140/2640] lr: 1.000e-04, eta: 8:14:04, time: 0.938, data_time: 0.004, memory: 7069, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1269, loss: 1.1269, grad_norm: 10.5533 2020-09-13 23:30:19,851 - mmaction - INFO - Epoch [41][160/2640] lr: 1.000e-04, eta: 8:13:41, time: 1.009, data_time: 0.007, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0938, loss: 1.0938, grad_norm: 11.0166 2020-09-13 23:30:39,014 - mmaction - INFO - Epoch [41][180/2640] lr: 1.000e-04, eta: 8:13:18, time: 0.964, data_time: 0.010, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1497, loss: 1.1497, grad_norm: 10.8388 2020-09-13 23:30:58,846 - mmaction - INFO - Epoch [41][200/2640] lr: 1.000e-04, eta: 8:12:55, time: 0.987, data_time: 0.007, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0532, loss: 1.0532, grad_norm: 9.9981 2020-09-13 23:31:18,512 - mmaction - INFO - Epoch [41][220/2640] lr: 1.000e-04, eta: 8:12:31, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.6875, top5_acc: 0.8961, loss_cls: 1.1480, loss: 1.1480, grad_norm: 10.8465 2020-09-13 23:31:38,426 - mmaction - INFO - Epoch [41][240/2640] lr: 1.000e-04, eta: 8:12:08, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.7109, top5_acc: 0.9156, loss_cls: 1.0695, loss: 1.0695, grad_norm: 10.7316 2020-09-13 23:31:57,267 - mmaction - INFO - Epoch [41][260/2640] lr: 1.000e-04, eta: 8:11:45, time: 0.947, data_time: 0.019, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9094, loss_cls: 1.0537, loss: 1.0537, grad_norm: 10.5953 2020-09-13 23:32:16,973 - mmaction - INFO - Epoch [41][280/2640] lr: 1.000e-04, eta: 8:11:21, time: 0.985, data_time: 0.153, memory: 7069, top1_acc: 0.7102, top5_acc: 0.9070, loss_cls: 1.0710, loss: 1.0710, grad_norm: 10.7433 2020-09-13 23:32:37,758 - mmaction - INFO - Epoch [41][300/2640] lr: 1.000e-04, eta: 8:10:58, time: 1.040, data_time: 0.118, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1613, loss: 1.1613, grad_norm: 11.0720 2020-09-13 23:32:57,000 - mmaction - INFO - Epoch [41][320/2640] lr: 1.000e-04, eta: 8:10:35, time: 0.961, data_time: 0.006, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1309, loss: 1.1309, grad_norm: 10.4321 2020-09-13 23:33:15,321 - mmaction - INFO - Epoch [41][340/2640] lr: 1.000e-04, eta: 8:10:11, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9141, loss_cls: 1.0309, loss: 1.0309, grad_norm: 10.0662 2020-09-13 23:33:35,163 - mmaction - INFO - Epoch [41][360/2640] lr: 1.000e-04, eta: 8:09:48, time: 0.991, data_time: 0.079, memory: 7069, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.0715, loss: 1.0715, grad_norm: 9.9362 2020-09-13 23:33:55,438 - mmaction - INFO - Epoch [41][380/2640] lr: 1.000e-04, eta: 8:09:25, time: 1.013, data_time: 0.067, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0698, loss: 1.0698, grad_norm: 10.2806 2020-09-13 23:34:14,438 - mmaction - INFO - Epoch [41][400/2640] lr: 1.000e-04, eta: 8:09:01, time: 0.952, data_time: 0.091, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0291, loss: 1.0291, grad_norm: 10.0518 2020-09-13 23:34:34,733 - mmaction - INFO - Epoch [41][420/2640] lr: 1.000e-04, eta: 8:08:38, time: 1.014, data_time: 0.216, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0695, loss: 1.0695, grad_norm: 10.1821 2020-09-13 23:34:54,279 - mmaction - INFO - Epoch [41][440/2640] lr: 1.000e-04, eta: 8:08:15, time: 0.978, data_time: 0.057, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0671, loss: 1.0671, grad_norm: 10.1361 2020-09-13 23:35:13,221 - mmaction - INFO - Epoch [41][460/2640] lr: 1.000e-04, eta: 8:07:52, time: 0.947, data_time: 0.125, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1142, loss: 1.1142, grad_norm: 10.6555 2020-09-13 23:35:32,834 - mmaction - INFO - Epoch [41][480/2640] lr: 1.000e-04, eta: 8:07:28, time: 0.976, data_time: 0.065, memory: 7069, top1_acc: 0.7039, top5_acc: 0.9031, loss_cls: 1.0931, loss: 1.0931, grad_norm: 10.7388 2020-09-13 23:35:52,159 - mmaction - INFO - Epoch [41][500/2640] lr: 1.000e-04, eta: 8:07:05, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.7063, top5_acc: 0.9086, loss_cls: 1.1076, loss: 1.1076, grad_norm: 10.5059 2020-09-13 23:36:12,510 - mmaction - INFO - Epoch [41][520/2640] lr: 1.000e-04, eta: 8:06:42, time: 1.018, data_time: 0.007, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1317, loss: 1.1317, grad_norm: 10.5719 2020-09-13 23:36:32,709 - mmaction - INFO - Epoch [41][540/2640] lr: 1.000e-04, eta: 8:06:19, time: 1.010, data_time: 0.003, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1074, loss: 1.1074, grad_norm: 10.2363 2020-09-13 23:36:53,194 - mmaction - INFO - Epoch [41][560/2640] lr: 1.000e-04, eta: 8:05:56, time: 1.020, data_time: 0.006, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1215, loss: 1.1215, grad_norm: 10.3909 2020-09-13 23:37:11,382 - mmaction - INFO - Epoch [41][580/2640] lr: 1.000e-04, eta: 8:05:32, time: 0.913, data_time: 0.007, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1052, loss: 1.1052, grad_norm: 10.5376 2020-09-13 23:37:31,653 - mmaction - INFO - Epoch [41][600/2640] lr: 1.000e-04, eta: 8:05:09, time: 1.009, data_time: 0.008, memory: 7069, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.0879, loss: 1.0879, grad_norm: 10.3514 2020-09-13 23:37:50,585 - mmaction - INFO - Epoch [41][620/2640] lr: 1.000e-04, eta: 8:04:45, time: 0.952, data_time: 0.008, memory: 7069, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1591, loss: 1.1591, grad_norm: 10.7842 2020-09-13 23:38:11,209 - mmaction - INFO - Epoch [41][640/2640] lr: 1.000e-04, eta: 8:04:22, time: 1.031, data_time: 0.006, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0719, loss: 1.0719, grad_norm: 10.3474 2020-09-13 23:38:28,852 - mmaction - INFO - Epoch [41][660/2640] lr: 1.000e-04, eta: 8:03:59, time: 0.883, data_time: 0.003, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.0915, loss: 1.0915, grad_norm: 10.3949 2020-09-13 23:38:49,807 - mmaction - INFO - Epoch [41][680/2640] lr: 1.000e-04, eta: 8:03:36, time: 1.043, data_time: 0.132, memory: 7069, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0859, loss: 1.0859, grad_norm: 10.2191 2020-09-13 23:39:10,244 - mmaction - INFO - Epoch [41][700/2640] lr: 1.000e-04, eta: 8:03:13, time: 1.026, data_time: 0.009, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0987, loss: 1.0987, grad_norm: 10.2907 2020-09-13 23:39:29,880 - mmaction - INFO - Epoch [41][720/2640] lr: 1.000e-04, eta: 8:02:49, time: 0.980, data_time: 0.005, memory: 7069, top1_acc: 0.6891, top5_acc: 0.8906, loss_cls: 1.1822, loss: 1.1822, grad_norm: 11.0754 2020-09-13 23:39:49,633 - mmaction - INFO - Epoch [41][740/2640] lr: 1.000e-04, eta: 8:02:26, time: 0.988, data_time: 0.004, memory: 7069, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.0651, loss: 1.0651, grad_norm: 10.1790 2020-09-13 23:40:07,426 - mmaction - INFO - Epoch [41][760/2640] lr: 1.000e-04, eta: 8:02:02, time: 0.888, data_time: 0.007, memory: 7069, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.1936, loss: 1.1936, grad_norm: 10.7939 2020-09-13 23:40:27,585 - mmaction - INFO - Epoch [41][780/2640] lr: 1.000e-04, eta: 8:01:39, time: 1.010, data_time: 0.004, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.0918, loss: 1.0918, grad_norm: 10.5481 2020-09-13 23:40:48,229 - mmaction - INFO - Epoch [41][800/2640] lr: 1.000e-04, eta: 8:01:16, time: 1.028, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9078, loss_cls: 1.0389, loss: 1.0389, grad_norm: 10.4328 2020-09-13 23:41:07,468 - mmaction - INFO - Epoch [41][820/2640] lr: 1.000e-04, eta: 8:00:53, time: 0.966, data_time: 0.007, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0913, loss: 1.0913, grad_norm: 10.5627 2020-09-13 23:41:27,106 - mmaction - INFO - Epoch [41][840/2640] lr: 1.000e-04, eta: 8:00:30, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.7016, top5_acc: 0.9078, loss_cls: 1.0906, loss: 1.0906, grad_norm: 10.7293 2020-09-13 23:41:46,168 - mmaction - INFO - Epoch [41][860/2640] lr: 1.000e-04, eta: 8:00:06, time: 0.956, data_time: 0.006, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.1067, loss: 1.1067, grad_norm: 10.6067 2020-09-13 23:42:05,419 - mmaction - INFO - Epoch [41][880/2640] lr: 1.000e-04, eta: 7:59:43, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0419, loss: 1.0419, grad_norm: 10.4715 2020-09-13 23:42:24,162 - mmaction - INFO - Epoch [41][900/2640] lr: 1.000e-04, eta: 7:59:19, time: 0.933, data_time: 0.005, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 1.0348, loss: 1.0348, grad_norm: 10.3482 2020-09-13 23:42:44,436 - mmaction - INFO - Epoch [41][920/2640] lr: 1.000e-04, eta: 7:58:56, time: 1.016, data_time: 0.015, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0362, loss: 1.0362, grad_norm: 10.3601 2020-09-13 23:43:03,703 - mmaction - INFO - Epoch [41][940/2640] lr: 1.000e-04, eta: 7:58:33, time: 0.965, data_time: 0.004, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9125, loss_cls: 1.0342, loss: 1.0342, grad_norm: 10.5691 2020-09-13 23:43:22,587 - mmaction - INFO - Epoch [41][960/2640] lr: 1.000e-04, eta: 7:58:09, time: 0.942, data_time: 0.058, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0108, loss: 1.0108, grad_norm: 10.2662 2020-09-13 23:43:42,734 - mmaction - INFO - Epoch [41][980/2640] lr: 1.000e-04, eta: 7:57:46, time: 1.006, data_time: 0.136, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0601, loss: 1.0601, grad_norm: 10.6230 2020-09-13 23:44:02,476 - mmaction - INFO - Epoch [41][1000/2640] lr: 1.000e-04, eta: 7:57:23, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9094, loss_cls: 1.0219, loss: 1.0219, grad_norm: 10.3694 2020-09-13 23:44:22,138 - mmaction - INFO - Epoch [41][1020/2640] lr: 1.000e-04, eta: 7:57:00, time: 0.983, data_time: 0.007, memory: 7069, top1_acc: 0.6914, top5_acc: 0.8961, loss_cls: 1.1862, loss: 1.1862, grad_norm: 11.1798 2020-09-13 23:44:41,860 - mmaction - INFO - Epoch [41][1040/2640] lr: 1.000e-04, eta: 7:56:37, time: 0.984, data_time: 0.002, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.0918, loss: 1.0918, grad_norm: 10.7631 2020-09-13 23:45:02,227 - mmaction - INFO - Epoch [41][1060/2640] lr: 1.000e-04, eta: 7:56:14, time: 1.020, data_time: 0.004, memory: 7069, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0567, loss: 1.0567, grad_norm: 10.3559 2020-09-13 23:45:21,162 - mmaction - INFO - Epoch [41][1080/2640] lr: 1.000e-04, eta: 7:55:50, time: 0.947, data_time: 0.004, memory: 7069, top1_acc: 0.7070, top5_acc: 0.9016, loss_cls: 1.0875, loss: 1.0875, grad_norm: 10.2178 2020-09-13 23:45:40,900 - mmaction - INFO - Epoch [41][1100/2640] lr: 1.000e-04, eta: 7:55:27, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9094, loss_cls: 1.0407, loss: 1.0407, grad_norm: 10.1267 2020-09-13 23:46:00,400 - mmaction - INFO - Epoch [41][1120/2640] lr: 1.000e-04, eta: 7:55:04, time: 0.981, data_time: 0.009, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1025, loss: 1.1025, grad_norm: 10.6751 2020-09-13 23:46:19,582 - mmaction - INFO - Epoch [41][1140/2640] lr: 1.000e-04, eta: 7:54:40, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0600, loss: 1.0600, grad_norm: 10.2761 2020-09-13 23:46:38,890 - mmaction - INFO - Epoch [41][1160/2640] lr: 1.000e-04, eta: 7:54:17, time: 0.971, data_time: 0.019, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1465, loss: 1.1465, grad_norm: 10.7692 2020-09-13 23:46:58,634 - mmaction - INFO - Epoch [41][1180/2640] lr: 1.000e-04, eta: 7:53:54, time: 0.982, data_time: 0.025, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.6563 2020-09-13 23:47:18,425 - mmaction - INFO - Epoch [41][1200/2640] lr: 1.000e-04, eta: 7:53:31, time: 0.995, data_time: 0.008, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0797, loss: 1.0797, grad_norm: 10.1207 2020-09-13 23:47:37,461 - mmaction - INFO - Epoch [41][1220/2640] lr: 1.000e-04, eta: 7:53:07, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0615, loss: 1.0615, grad_norm: 10.4724 2020-09-13 23:47:56,954 - mmaction - INFO - Epoch [41][1240/2640] lr: 1.000e-04, eta: 7:52:44, time: 0.980, data_time: 0.009, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0382, loss: 1.0382, grad_norm: 10.3853 2020-09-13 23:48:16,923 - mmaction - INFO - Epoch [41][1260/2640] lr: 1.000e-04, eta: 7:52:21, time: 0.999, data_time: 0.003, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1156, loss: 1.1156, grad_norm: 10.6013 2020-09-13 23:48:36,905 - mmaction - INFO - Epoch [41][1280/2640] lr: 1.000e-04, eta: 7:51:58, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.7039, top5_acc: 0.9055, loss_cls: 1.0638, loss: 1.0638, grad_norm: 10.5402 2020-09-13 23:48:56,622 - mmaction - INFO - Epoch [41][1300/2640] lr: 1.000e-04, eta: 7:51:34, time: 0.989, data_time: 0.025, memory: 7069, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0637, loss: 1.0637, grad_norm: 10.4547 2020-09-13 23:49:16,264 - mmaction - INFO - Epoch [41][1320/2640] lr: 1.000e-04, eta: 7:51:11, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.0912, loss: 1.0912, grad_norm: 10.3469 2020-09-13 23:49:36,038 - mmaction - INFO - Epoch [41][1340/2640] lr: 1.000e-04, eta: 7:50:48, time: 0.992, data_time: 0.013, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0521, loss: 1.0521, grad_norm: 10.2171 2020-09-13 23:49:56,034 - mmaction - INFO - Epoch [41][1360/2640] lr: 1.000e-04, eta: 7:50:25, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0525, loss: 1.0525, grad_norm: 10.1534 2020-09-13 23:50:14,388 - mmaction - INFO - Epoch [41][1380/2640] lr: 1.000e-04, eta: 7:50:01, time: 0.918, data_time: 0.004, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1423, loss: 1.1423, grad_norm: 11.0891 2020-09-13 23:50:33,893 - mmaction - INFO - Epoch [41][1400/2640] lr: 1.000e-04, eta: 7:49:38, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.0555, loss: 1.0555, grad_norm: 10.4222 2020-09-13 23:50:54,235 - mmaction - INFO - Epoch [41][1420/2640] lr: 1.000e-04, eta: 7:49:15, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9117, loss_cls: 1.0628, loss: 1.0628, grad_norm: 10.3244 2020-09-13 23:51:13,520 - mmaction - INFO - Epoch [41][1440/2640] lr: 1.000e-04, eta: 7:48:52, time: 0.965, data_time: 0.121, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9959, loss: 0.9959, grad_norm: 9.9752 2020-09-13 23:51:32,461 - mmaction - INFO - Epoch [41][1460/2640] lr: 1.000e-04, eta: 7:48:28, time: 0.944, data_time: 0.041, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9078, loss_cls: 1.0912, loss: 1.0912, grad_norm: 10.4737 2020-09-13 23:51:51,396 - mmaction - INFO - Epoch [41][1480/2640] lr: 1.000e-04, eta: 7:48:05, time: 0.949, data_time: 0.008, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9234, loss_cls: 0.9681, loss: 0.9681, grad_norm: 10.1172 2020-09-13 23:52:10,978 - mmaction - INFO - Epoch [41][1500/2640] lr: 1.000e-04, eta: 7:47:42, time: 0.979, data_time: 0.058, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0709, loss: 1.0709, grad_norm: 10.6920 2020-09-13 23:52:31,393 - mmaction - INFO - Epoch [41][1520/2640] lr: 1.000e-04, eta: 7:47:19, time: 1.021, data_time: 0.027, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9298, loss: 0.9298, grad_norm: 9.7109 2020-09-13 23:52:49,835 - mmaction - INFO - Epoch [41][1540/2640] lr: 1.000e-04, eta: 7:46:55, time: 0.921, data_time: 0.007, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 1.0140, loss: 1.0140, grad_norm: 10.2714 2020-09-13 23:53:09,922 - mmaction - INFO - Epoch [41][1560/2640] lr: 1.000e-04, eta: 7:46:32, time: 1.001, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 0.9841, loss: 0.9841, grad_norm: 10.3060 2020-09-13 23:53:29,430 - mmaction - INFO - Epoch [41][1580/2640] lr: 1.000e-04, eta: 7:46:09, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0573, loss: 1.0573, grad_norm: 10.8783 2020-09-13 23:53:49,262 - mmaction - INFO - Epoch [41][1600/2640] lr: 1.000e-04, eta: 7:45:46, time: 0.992, data_time: 0.006, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9016, loss_cls: 1.0593, loss: 1.0593, grad_norm: 10.6175 2020-09-13 23:54:08,377 - mmaction - INFO - Epoch [41][1620/2640] lr: 1.000e-04, eta: 7:45:22, time: 0.956, data_time: 0.002, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9258, loss_cls: 0.9987, loss: 0.9987, grad_norm: 10.3064 2020-09-13 23:54:28,003 - mmaction - INFO - Epoch [41][1640/2640] lr: 1.000e-04, eta: 7:44:59, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9109, loss_cls: 1.0592, loss: 1.0592, grad_norm: 10.8486 2020-09-13 23:54:48,182 - mmaction - INFO - Epoch [41][1660/2640] lr: 1.000e-04, eta: 7:44:36, time: 1.012, data_time: 0.189, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9055, loss_cls: 1.0406, loss: 1.0406, grad_norm: 10.4290 2020-09-13 23:55:07,788 - mmaction - INFO - Epoch [41][1680/2640] lr: 1.000e-04, eta: 7:44:13, time: 0.978, data_time: 0.047, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9000, loss_cls: 1.0994, loss: 1.0994, grad_norm: 10.6156 2020-09-13 23:55:27,509 - mmaction - INFO - Epoch [41][1700/2640] lr: 1.000e-04, eta: 7:43:50, time: 0.986, data_time: 0.237, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0407, loss: 1.0407, grad_norm: 10.4153 2020-09-13 23:55:46,564 - mmaction - INFO - Epoch [41][1720/2640] lr: 1.000e-04, eta: 7:43:26, time: 0.951, data_time: 0.082, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9031, loss_cls: 1.0207, loss: 1.0207, grad_norm: 10.2222 2020-09-13 23:56:05,933 - mmaction - INFO - Epoch [41][1740/2640] lr: 1.000e-04, eta: 7:43:03, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.0740, loss: 1.0740, grad_norm: 10.2589 2020-09-13 23:56:26,260 - mmaction - INFO - Epoch [41][1760/2640] lr: 1.000e-04, eta: 7:42:40, time: 1.016, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0651, loss: 1.0651, grad_norm: 10.3098 2020-09-13 23:56:46,751 - mmaction - INFO - Epoch [41][1780/2640] lr: 1.000e-04, eta: 7:42:17, time: 1.025, data_time: 0.004, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9586, loss: 0.9586, grad_norm: 10.0514 2020-09-13 23:57:04,326 - mmaction - INFO - Epoch [41][1800/2640] lr: 1.000e-04, eta: 7:41:53, time: 0.875, data_time: 0.006, memory: 7069, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.1748, loss: 1.1748, grad_norm: 11.0050 2020-09-13 23:57:24,279 - mmaction - INFO - Epoch [41][1820/2640] lr: 1.000e-04, eta: 7:41:30, time: 1.001, data_time: 0.008, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.0998, loss: 1.0998, grad_norm: 10.5502 2020-09-13 23:57:44,503 - mmaction - INFO - Epoch [41][1840/2640] lr: 1.000e-04, eta: 7:41:07, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.6930, top5_acc: 0.8984, loss_cls: 1.1072, loss: 1.1072, grad_norm: 10.6988 2020-09-13 23:58:03,364 - mmaction - INFO - Epoch [41][1860/2640] lr: 1.000e-04, eta: 7:40:44, time: 0.948, data_time: 0.009, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0460, loss: 1.0460, grad_norm: 10.4804 2020-09-13 23:58:23,189 - mmaction - INFO - Epoch [41][1880/2640] lr: 1.000e-04, eta: 7:40:21, time: 0.991, data_time: 0.030, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1386, loss: 1.1386, grad_norm: 10.9328 2020-09-13 23:58:42,985 - mmaction - INFO - Epoch [41][1900/2640] lr: 1.000e-04, eta: 7:39:58, time: 0.991, data_time: 0.004, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0137, loss: 1.0137, grad_norm: 10.3288 2020-09-13 23:59:03,418 - mmaction - INFO - Epoch [41][1920/2640] lr: 1.000e-04, eta: 7:39:34, time: 1.016, data_time: 0.005, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9016, loss_cls: 1.0555, loss: 1.0555, grad_norm: 10.4054 2020-09-13 23:59:22,612 - mmaction - INFO - Epoch [41][1940/2640] lr: 1.000e-04, eta: 7:39:11, time: 0.963, data_time: 0.009, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.0813, loss: 1.0813, grad_norm: 10.7049 2020-09-13 23:59:41,942 - mmaction - INFO - Epoch [41][1960/2640] lr: 1.000e-04, eta: 7:38:48, time: 0.966, data_time: 0.008, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 1.0050, loss: 1.0050, grad_norm: 10.2505 2020-09-14 00:00:01,918 - mmaction - INFO - Epoch [41][1980/2640] lr: 1.000e-04, eta: 7:38:25, time: 1.001, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0218, loss: 1.0218, grad_norm: 10.1425 2020-09-14 00:00:21,291 - mmaction - INFO - Epoch [41][2000/2640] lr: 1.000e-04, eta: 7:38:02, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9016, loss_cls: 1.0548, loss: 1.0548, grad_norm: 10.2030 2020-09-14 00:00:40,509 - mmaction - INFO - Epoch [41][2020/2640] lr: 1.000e-04, eta: 7:37:38, time: 0.973, data_time: 0.026, memory: 7069, top1_acc: 0.6953, top5_acc: 0.8953, loss_cls: 1.1057, loss: 1.1057, grad_norm: 10.5654 2020-09-14 00:01:00,082 - mmaction - INFO - Epoch [41][2040/2640] lr: 1.000e-04, eta: 7:37:15, time: 0.983, data_time: 0.019, memory: 7069, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1510, loss: 1.1510, grad_norm: 10.7730 2020-09-14 00:01:19,115 - mmaction - INFO - Epoch [41][2060/2640] lr: 1.000e-04, eta: 7:36:52, time: 0.955, data_time: 0.010, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9000, loss_cls: 1.0616, loss: 1.0616, grad_norm: 10.4496 2020-09-14 00:01:38,466 - mmaction - INFO - Epoch [41][2080/2640] lr: 1.000e-04, eta: 7:36:29, time: 0.961, data_time: 0.176, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0029, loss: 1.0029, grad_norm: 10.3147 2020-09-14 00:01:58,766 - mmaction - INFO - Epoch [41][2100/2640] lr: 1.000e-04, eta: 7:36:06, time: 1.022, data_time: 0.177, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0509, loss: 1.0509, grad_norm: 10.2002 2020-09-14 00:02:19,886 - mmaction - INFO - Epoch [41][2120/2640] lr: 1.000e-04, eta: 7:35:43, time: 1.055, data_time: 0.068, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0226, loss: 1.0226, grad_norm: 10.2838 2020-09-14 00:02:39,733 - mmaction - INFO - Epoch [41][2140/2640] lr: 1.000e-04, eta: 7:35:20, time: 0.992, data_time: 0.003, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.0855, loss: 1.0855, grad_norm: 10.6414 2020-09-14 00:02:58,170 - mmaction - INFO - Epoch [41][2160/2640] lr: 1.000e-04, eta: 7:34:56, time: 0.923, data_time: 0.004, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9164, loss_cls: 1.0103, loss: 1.0103, grad_norm: 10.1799 2020-09-14 00:03:18,509 - mmaction - INFO - Epoch [41][2180/2640] lr: 1.000e-04, eta: 7:34:33, time: 1.016, data_time: 0.005, memory: 7069, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0223, loss: 1.0223, grad_norm: 10.4122 2020-09-14 00:03:38,137 - mmaction - INFO - Epoch [41][2200/2640] lr: 1.000e-04, eta: 7:34:10, time: 0.981, data_time: 0.003, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0555, loss: 1.0555, grad_norm: 10.2561 2020-09-14 00:03:57,323 - mmaction - INFO - Epoch [41][2220/2640] lr: 1.000e-04, eta: 7:33:47, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0420, loss: 1.0420, grad_norm: 10.8351 2020-09-14 00:04:16,344 - mmaction - INFO - Epoch [41][2240/2640] lr: 1.000e-04, eta: 7:33:23, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1295, loss: 1.1295, grad_norm: 10.7640 2020-09-14 00:04:36,046 - mmaction - INFO - Epoch [41][2260/2640] lr: 1.000e-04, eta: 7:33:00, time: 0.985, data_time: 0.002, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9039, loss_cls: 1.0799, loss: 1.0799, grad_norm: 10.6700 2020-09-14 00:04:57,176 - mmaction - INFO - Epoch [41][2280/2640] lr: 1.000e-04, eta: 7:32:37, time: 1.050, data_time: 0.006, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0436, loss: 1.0436, grad_norm: 10.4163 2020-09-14 00:05:16,673 - mmaction - INFO - Epoch [41][2300/2640] lr: 1.000e-04, eta: 7:32:14, time: 0.980, data_time: 0.008, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.0821, loss: 1.0821, grad_norm: 10.5783 2020-09-14 00:05:35,667 - mmaction - INFO - Epoch [41][2320/2640] lr: 1.000e-04, eta: 7:31:51, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0571, loss: 1.0571, grad_norm: 10.4664 2020-09-14 00:05:55,937 - mmaction - INFO - Epoch [41][2340/2640] lr: 1.000e-04, eta: 7:31:28, time: 1.013, data_time: 0.003, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9117, loss_cls: 1.0207, loss: 1.0207, grad_norm: 10.5989 2020-09-14 00:06:15,133 - mmaction - INFO - Epoch [41][2360/2640] lr: 1.000e-04, eta: 7:31:05, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9102, loss_cls: 1.0623, loss: 1.0623, grad_norm: 10.7427 2020-09-14 00:06:34,720 - mmaction - INFO - Epoch [41][2380/2640] lr: 1.000e-04, eta: 7:30:41, time: 0.983, data_time: 0.009, memory: 7069, top1_acc: 0.7063, top5_acc: 0.8992, loss_cls: 1.1219, loss: 1.1219, grad_norm: 10.9627 2020-09-14 00:06:53,739 - mmaction - INFO - Epoch [41][2400/2640] lr: 1.000e-04, eta: 7:30:18, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9921, loss: 0.9921, grad_norm: 10.0041 2020-09-14 00:07:12,491 - mmaction - INFO - Epoch [41][2420/2640] lr: 1.000e-04, eta: 7:29:55, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0806, loss: 1.0806, grad_norm: 10.6684 2020-09-14 00:07:32,413 - mmaction - INFO - Epoch [41][2440/2640] lr: 1.000e-04, eta: 7:29:32, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9086, loss_cls: 1.0266, loss: 1.0266, grad_norm: 10.4000 2020-09-14 00:07:50,687 - mmaction - INFO - Epoch [41][2460/2640] lr: 1.000e-04, eta: 7:29:08, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0111, loss: 1.0111, grad_norm: 10.3348 2020-09-14 00:08:11,108 - mmaction - INFO - Epoch [41][2480/2640] lr: 1.000e-04, eta: 7:28:45, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0356, loss: 1.0356, grad_norm: 10.4490 2020-09-14 00:08:31,052 - mmaction - INFO - Epoch [41][2500/2640] lr: 1.000e-04, eta: 7:28:22, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9893, loss: 0.9893, grad_norm: 10.3215 2020-09-14 00:08:50,097 - mmaction - INFO - Epoch [41][2520/2640] lr: 1.000e-04, eta: 7:27:59, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1473, loss: 1.1473, grad_norm: 10.5461 2020-09-14 00:09:09,904 - mmaction - INFO - Epoch [41][2540/2640] lr: 1.000e-04, eta: 7:27:36, time: 0.991, data_time: 0.003, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9094, loss_cls: 1.0426, loss: 1.0426, grad_norm: 10.4064 2020-09-14 00:09:29,007 - mmaction - INFO - Epoch [41][2560/2640] lr: 1.000e-04, eta: 7:27:13, time: 0.953, data_time: 0.002, memory: 7069, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1486, loss: 1.1486, grad_norm: 10.7010 2020-09-14 00:09:49,615 - mmaction - INFO - Epoch [41][2580/2640] lr: 1.000e-04, eta: 7:26:50, time: 1.031, data_time: 0.006, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0630, loss: 1.0630, grad_norm: 10.7653 2020-09-14 00:10:08,009 - mmaction - INFO - Epoch [41][2600/2640] lr: 1.000e-04, eta: 7:26:26, time: 0.920, data_time: 0.007, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9094, loss_cls: 1.0839, loss: 1.0839, grad_norm: 10.4344 2020-09-14 00:10:27,794 - mmaction - INFO - Epoch [41][2620/2640] lr: 1.000e-04, eta: 7:26:03, time: 0.990, data_time: 0.002, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9047, loss_cls: 1.0489, loss: 1.0489, grad_norm: 10.6788 2020-09-14 00:10:45,195 - mmaction - INFO - Epoch [41][2640/2640] lr: 1.000e-04, eta: 7:25:39, time: 0.869, data_time: 0.006, memory: 7069, top1_acc: 0.7331, top5_acc: 0.9097, loss_cls: 1.0425, loss: 1.0425, grad_norm: 10.5927 2020-09-14 00:11:03,208 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-09-14 00:17:38,239 - mmaction - INFO - Epoch [42][20/2640] lr: 1.000e-04, eta: 7:26:38, time: 19.653, data_time: 18.638, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9615, loss: 0.9615, grad_norm: 10.1956 2020-09-14 00:17:58,690 - mmaction - INFO - Epoch [42][40/2640] lr: 1.000e-04, eta: 7:26:15, time: 1.032, data_time: 0.024, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0086, loss: 1.0086, grad_norm: 10.6015 2020-09-14 00:18:18,075 - mmaction - INFO - Epoch [42][60/2640] lr: 1.000e-04, eta: 7:25:52, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9117, loss_cls: 1.0339, loss: 1.0339, grad_norm: 10.7075 2020-09-14 00:18:37,460 - mmaction - INFO - Epoch [42][80/2640] lr: 1.000e-04, eta: 7:25:29, time: 0.967, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9109, loss_cls: 1.0021, loss: 1.0021, grad_norm: 10.2126 2020-09-14 00:18:57,040 - mmaction - INFO - Epoch [42][100/2640] lr: 1.000e-04, eta: 7:25:05, time: 0.983, data_time: 0.008, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0377, loss: 1.0377, grad_norm: 10.4262 2020-09-14 00:19:17,283 - mmaction - INFO - Epoch [42][120/2640] lr: 1.000e-04, eta: 7:24:42, time: 1.007, data_time: 0.006, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0574, loss: 1.0574, grad_norm: 10.5227 2020-09-14 00:19:36,987 - mmaction - INFO - Epoch [42][140/2640] lr: 1.000e-04, eta: 7:24:19, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9600, loss: 0.9600, grad_norm: 10.4789 2020-09-14 00:19:56,839 - mmaction - INFO - Epoch [42][160/2640] lr: 1.000e-04, eta: 7:23:56, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0362, loss: 1.0362, grad_norm: 10.4830 2020-09-14 00:20:16,073 - mmaction - INFO - Epoch [42][180/2640] lr: 1.000e-04, eta: 7:23:33, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0501, loss: 1.0501, grad_norm: 10.3788 2020-09-14 00:20:36,660 - mmaction - INFO - Epoch [42][200/2640] lr: 1.000e-04, eta: 7:23:10, time: 1.028, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9219, loss_cls: 0.9980, loss: 0.9980, grad_norm: 10.0078 2020-09-14 00:20:57,777 - mmaction - INFO - Epoch [42][220/2640] lr: 1.000e-04, eta: 7:22:47, time: 1.057, data_time: 0.003, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0191, loss: 1.0191, grad_norm: 10.1735 2020-09-14 00:21:17,388 - mmaction - INFO - Epoch [42][240/2640] lr: 1.000e-04, eta: 7:22:24, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0736, loss: 1.0736, grad_norm: 10.7732 2020-09-14 00:21:37,890 - mmaction - INFO - Epoch [42][260/2640] lr: 1.000e-04, eta: 7:22:01, time: 1.028, data_time: 0.015, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9180, loss_cls: 0.9935, loss: 0.9935, grad_norm: 10.6107 2020-09-14 00:21:58,432 - mmaction - INFO - Epoch [42][280/2640] lr: 1.000e-04, eta: 7:21:38, time: 1.024, data_time: 0.031, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9086, loss_cls: 1.0686, loss: 1.0686, grad_norm: 10.7433 2020-09-14 00:22:16,917 - mmaction - INFO - Epoch [42][300/2640] lr: 1.000e-04, eta: 7:21:14, time: 0.928, data_time: 0.099, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0590, loss: 1.0590, grad_norm: 10.3880 2020-09-14 00:22:37,106 - mmaction - INFO - Epoch [42][320/2640] lr: 1.000e-04, eta: 7:20:51, time: 1.003, data_time: 0.105, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0029, loss: 1.0029, grad_norm: 10.1767 2020-09-14 00:22:56,879 - mmaction - INFO - Epoch [42][340/2640] lr: 1.000e-04, eta: 7:20:28, time: 0.994, data_time: 0.337, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1538, loss: 1.1538, grad_norm: 10.7304 2020-09-14 00:23:16,231 - mmaction - INFO - Epoch [42][360/2640] lr: 1.000e-04, eta: 7:20:05, time: 0.967, data_time: 0.292, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0519, loss: 1.0519, grad_norm: 10.6090 2020-09-14 00:23:36,313 - mmaction - INFO - Epoch [42][380/2640] lr: 1.000e-04, eta: 7:19:41, time: 1.000, data_time: 0.243, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0424, loss: 1.0424, grad_norm: 10.4000 2020-09-14 00:23:57,580 - mmaction - INFO - Epoch [42][400/2640] lr: 1.000e-04, eta: 7:19:19, time: 1.068, data_time: 0.413, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0535, loss: 1.0535, grad_norm: 10.7236 2020-09-14 00:24:17,228 - mmaction - INFO - Epoch [42][420/2640] lr: 1.000e-04, eta: 7:18:55, time: 0.981, data_time: 0.344, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9219, loss_cls: 0.9899, loss: 0.9899, grad_norm: 10.5157 2020-09-14 00:24:35,680 - mmaction - INFO - Epoch [42][440/2640] lr: 1.000e-04, eta: 7:18:32, time: 0.923, data_time: 0.334, memory: 7069, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.9602, loss: 0.9602, grad_norm: 10.3718 2020-09-14 00:24:56,389 - mmaction - INFO - Epoch [42][460/2640] lr: 1.000e-04, eta: 7:18:09, time: 1.035, data_time: 0.082, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1024, loss: 1.1024, grad_norm: 10.8519 2020-09-14 00:25:16,403 - mmaction - INFO - Epoch [42][480/2640] lr: 1.000e-04, eta: 7:17:46, time: 1.002, data_time: 0.004, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0728, loss: 1.0728, grad_norm: 10.5236 2020-09-14 00:25:35,370 - mmaction - INFO - Epoch [42][500/2640] lr: 1.000e-04, eta: 7:17:23, time: 0.943, data_time: 0.007, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.0475, loss: 1.0475, grad_norm: 10.6214 2020-09-14 00:25:53,496 - mmaction - INFO - Epoch [42][520/2640] lr: 1.000e-04, eta: 7:16:59, time: 0.912, data_time: 0.011, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9070, loss_cls: 1.0409, loss: 1.0409, grad_norm: 10.3959 2020-09-14 00:26:14,450 - mmaction - INFO - Epoch [42][540/2640] lr: 1.000e-04, eta: 7:16:36, time: 1.042, data_time: 0.216, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9070, loss_cls: 1.0658, loss: 1.0658, grad_norm: 10.8101 2020-09-14 00:26:34,597 - mmaction - INFO - Epoch [42][560/2640] lr: 1.000e-04, eta: 7:16:13, time: 1.013, data_time: 0.020, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.7966 2020-09-14 00:26:54,690 - mmaction - INFO - Epoch [42][580/2640] lr: 1.000e-04, eta: 7:15:50, time: 1.000, data_time: 0.007, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0063, loss: 1.0063, grad_norm: 10.3573 2020-09-14 00:27:14,277 - mmaction - INFO - Epoch [42][600/2640] lr: 1.000e-04, eta: 7:15:27, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9187, loss_cls: 0.9994, loss: 0.9994, grad_norm: 10.4306 2020-09-14 00:27:34,934 - mmaction - INFO - Epoch [42][620/2640] lr: 1.000e-04, eta: 7:15:04, time: 1.028, data_time: 0.006, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0247, loss: 1.0247, grad_norm: 10.5269 2020-09-14 00:27:54,417 - mmaction - INFO - Epoch [42][640/2640] lr: 1.000e-04, eta: 7:14:41, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9008, loss_cls: 1.0992, loss: 1.0992, grad_norm: 10.9860 2020-09-14 00:28:14,916 - mmaction - INFO - Epoch [42][660/2640] lr: 1.000e-04, eta: 7:14:18, time: 1.024, data_time: 0.006, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1156, loss: 1.1156, grad_norm: 10.7314 2020-09-14 00:28:34,709 - mmaction - INFO - Epoch [42][680/2640] lr: 1.000e-04, eta: 7:13:54, time: 0.990, data_time: 0.003, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9148, loss_cls: 0.9869, loss: 0.9869, grad_norm: 10.4815 2020-09-14 00:28:55,108 - mmaction - INFO - Epoch [42][700/2640] lr: 1.000e-04, eta: 7:13:31, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0636, loss: 1.0636, grad_norm: 10.4892 2020-09-14 00:29:14,572 - mmaction - INFO - Epoch [42][720/2640] lr: 1.000e-04, eta: 7:13:08, time: 0.975, data_time: 0.008, memory: 7069, top1_acc: 0.7016, top5_acc: 0.9062, loss_cls: 1.0998, loss: 1.0998, grad_norm: 11.0392 2020-09-14 00:29:34,616 - mmaction - INFO - Epoch [42][740/2640] lr: 1.000e-04, eta: 7:12:45, time: 1.001, data_time: 0.007, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0393, loss: 1.0393, grad_norm: 10.7625 2020-09-14 00:29:54,367 - mmaction - INFO - Epoch [42][760/2640] lr: 1.000e-04, eta: 7:12:22, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9227, loss_cls: 0.9670, loss: 0.9670, grad_norm: 10.0657 2020-09-14 00:30:13,401 - mmaction - INFO - Epoch [42][780/2640] lr: 1.000e-04, eta: 7:11:59, time: 0.949, data_time: 0.007, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9109, loss_cls: 1.0126, loss: 1.0126, grad_norm: 10.6530 2020-09-14 00:30:34,891 - mmaction - INFO - Epoch [42][800/2640] lr: 1.000e-04, eta: 7:11:36, time: 1.078, data_time: 0.008, memory: 7069, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1075, loss: 1.1075, grad_norm: 10.7072 2020-09-14 00:30:53,887 - mmaction - INFO - Epoch [42][820/2640] lr: 1.000e-04, eta: 7:11:13, time: 0.944, data_time: 0.006, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0543, loss: 1.0543, grad_norm: 10.4758 2020-09-14 00:31:14,130 - mmaction - INFO - Epoch [42][840/2640] lr: 1.000e-04, eta: 7:10:50, time: 1.017, data_time: 0.008, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0407, loss: 1.0407, grad_norm: 10.4392 2020-09-14 00:31:33,289 - mmaction - INFO - Epoch [42][860/2640] lr: 1.000e-04, eta: 7:10:26, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1099, loss: 1.1099, grad_norm: 10.6464 2020-09-14 00:31:53,099 - mmaction - INFO - Epoch [42][880/2640] lr: 1.000e-04, eta: 7:10:03, time: 0.991, data_time: 0.013, memory: 7069, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0366, loss: 1.0366, grad_norm: 10.3848 2020-09-14 00:32:12,422 - mmaction - INFO - Epoch [42][900/2640] lr: 1.000e-04, eta: 7:09:40, time: 0.963, data_time: 0.040, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0166, loss: 1.0166, grad_norm: 10.4372 2020-09-14 00:32:33,171 - mmaction - INFO - Epoch [42][920/2640] lr: 1.000e-04, eta: 7:09:17, time: 1.041, data_time: 0.122, memory: 7069, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0533, loss: 1.0533, grad_norm: 10.9135 2020-09-14 00:32:54,133 - mmaction - INFO - Epoch [42][940/2640] lr: 1.000e-04, eta: 7:08:54, time: 1.047, data_time: 0.006, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9070, loss_cls: 1.0381, loss: 1.0381, grad_norm: 10.6149 2020-09-14 00:33:14,903 - mmaction - INFO - Epoch [42][960/2640] lr: 1.000e-04, eta: 7:08:31, time: 1.039, data_time: 0.004, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0244, loss: 1.0244, grad_norm: 10.8011 2020-09-14 00:33:35,299 - mmaction - INFO - Epoch [42][980/2640] lr: 1.000e-04, eta: 7:08:08, time: 1.014, data_time: 0.005, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9305, loss_cls: 0.9534, loss: 0.9534, grad_norm: 10.3501 2020-09-14 00:33:54,552 - mmaction - INFO - Epoch [42][1000/2640] lr: 1.000e-04, eta: 7:07:45, time: 0.968, data_time: 0.009, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9747, loss: 0.9747, grad_norm: 10.0883 2020-09-14 00:34:13,895 - mmaction - INFO - Epoch [42][1020/2640] lr: 1.000e-04, eta: 7:07:22, time: 0.961, data_time: 0.007, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0581, loss: 1.0581, grad_norm: 10.4678 2020-09-14 00:34:33,096 - mmaction - INFO - Epoch [42][1040/2640] lr: 1.000e-04, eta: 7:06:58, time: 0.966, data_time: 0.009, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9086, loss_cls: 1.0354, loss: 1.0354, grad_norm: 10.3181 2020-09-14 00:34:52,620 - mmaction - INFO - Epoch [42][1060/2640] lr: 1.000e-04, eta: 7:06:35, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0273, loss: 1.0273, grad_norm: 10.4593 2020-09-14 00:35:11,283 - mmaction - INFO - Epoch [42][1080/2640] lr: 1.000e-04, eta: 7:06:12, time: 0.934, data_time: 0.003, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0498, loss: 1.0498, grad_norm: 10.8004 2020-09-14 00:35:30,843 - mmaction - INFO - Epoch [42][1100/2640] lr: 1.000e-04, eta: 7:05:49, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0324, loss: 1.0324, grad_norm: 10.6070 2020-09-14 00:35:50,456 - mmaction - INFO - Epoch [42][1120/2640] lr: 1.000e-04, eta: 7:05:26, time: 0.982, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 0.9894, loss: 0.9894, grad_norm: 10.4860 2020-09-14 00:36:09,142 - mmaction - INFO - Epoch [42][1140/2640] lr: 1.000e-04, eta: 7:05:02, time: 0.928, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 0.9866, loss: 0.9866, grad_norm: 10.4660 2020-09-14 00:36:28,341 - mmaction - INFO - Epoch [42][1160/2640] lr: 1.000e-04, eta: 7:04:39, time: 0.966, data_time: 0.061, memory: 7069, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0843, loss: 1.0843, grad_norm: 10.7419 2020-09-14 00:36:49,153 - mmaction - INFO - Epoch [42][1180/2640] lr: 1.000e-04, eta: 7:04:16, time: 1.035, data_time: 0.015, memory: 7069, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.0858, loss: 1.0858, grad_norm: 10.9325 2020-09-14 00:37:09,279 - mmaction - INFO - Epoch [42][1200/2640] lr: 1.000e-04, eta: 7:03:53, time: 1.012, data_time: 0.010, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0234, loss: 1.0234, grad_norm: 10.6096 2020-09-14 00:37:28,323 - mmaction - INFO - Epoch [42][1220/2640] lr: 1.000e-04, eta: 7:03:30, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0336, loss: 1.0336, grad_norm: 10.7301 2020-09-14 00:37:47,468 - mmaction - INFO - Epoch [42][1240/2640] lr: 1.000e-04, eta: 7:03:07, time: 0.957, data_time: 0.004, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9016, loss_cls: 1.0811, loss: 1.0811, grad_norm: 10.9059 2020-09-14 00:38:07,113 - mmaction - INFO - Epoch [42][1260/2640] lr: 1.000e-04, eta: 7:02:43, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1073, loss: 1.1073, grad_norm: 11.0579 2020-09-14 00:38:26,660 - mmaction - INFO - Epoch [42][1280/2640] lr: 1.000e-04, eta: 7:02:20, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 1.0038, loss: 1.0038, grad_norm: 10.5815 2020-09-14 00:38:47,839 - mmaction - INFO - Epoch [42][1300/2640] lr: 1.000e-04, eta: 7:01:57, time: 1.053, data_time: 0.010, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0110, loss: 1.0110, grad_norm: 10.7582 2020-09-14 00:39:06,824 - mmaction - INFO - Epoch [42][1320/2640] lr: 1.000e-04, eta: 7:01:34, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.7109, top5_acc: 0.9016, loss_cls: 1.0818, loss: 1.0818, grad_norm: 10.6705 2020-09-14 00:39:26,193 - mmaction - INFO - Epoch [42][1340/2640] lr: 1.000e-04, eta: 7:01:11, time: 0.964, data_time: 0.013, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1015, loss: 1.1015, grad_norm: 11.0819 2020-09-14 00:39:45,582 - mmaction - INFO - Epoch [42][1360/2640] lr: 1.000e-04, eta: 7:00:48, time: 0.975, data_time: 0.062, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9078, loss_cls: 1.0280, loss: 1.0280, grad_norm: 10.7903 2020-09-14 00:40:05,884 - mmaction - INFO - Epoch [42][1380/2640] lr: 1.000e-04, eta: 7:00:25, time: 1.016, data_time: 0.026, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9289, loss_cls: 0.8993, loss: 0.8993, grad_norm: 9.6952 2020-09-14 00:40:27,108 - mmaction - INFO - Epoch [42][1400/2640] lr: 1.000e-04, eta: 7:00:02, time: 1.061, data_time: 0.002, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0431, loss: 1.0431, grad_norm: 10.6248 2020-09-14 00:40:46,051 - mmaction - INFO - Epoch [42][1420/2640] lr: 1.000e-04, eta: 6:59:39, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1084, loss: 1.1084, grad_norm: 10.9489 2020-09-14 00:41:05,204 - mmaction - INFO - Epoch [42][1440/2640] lr: 1.000e-04, eta: 6:59:15, time: 0.961, data_time: 0.008, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9242, loss_cls: 0.9298, loss: 0.9298, grad_norm: 10.2346 2020-09-14 00:41:26,881 - mmaction - INFO - Epoch [42][1460/2640] lr: 1.000e-04, eta: 6:58:53, time: 1.080, data_time: 0.007, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9172, loss_cls: 0.9996, loss: 0.9996, grad_norm: 10.3345 2020-09-14 00:41:47,266 - mmaction - INFO - Epoch [42][1480/2640] lr: 1.000e-04, eta: 6:58:30, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0569, loss: 1.0569, grad_norm: 10.9567 2020-09-14 00:42:05,269 - mmaction - INFO - Epoch [42][1500/2640] lr: 1.000e-04, eta: 6:58:06, time: 0.901, data_time: 0.003, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0600, loss: 1.0600, grad_norm: 10.8721 2020-09-14 00:42:25,643 - mmaction - INFO - Epoch [42][1520/2640] lr: 1.000e-04, eta: 6:57:43, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9203, loss_cls: 1.0388, loss: 1.0388, grad_norm: 10.5311 2020-09-14 00:42:45,311 - mmaction - INFO - Epoch [42][1540/2640] lr: 1.000e-04, eta: 6:57:20, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 0.9781, loss: 0.9781, grad_norm: 10.2523 2020-09-14 00:43:05,345 - mmaction - INFO - Epoch [42][1560/2640] lr: 1.000e-04, eta: 6:56:57, time: 1.007, data_time: 0.008, memory: 7069, top1_acc: 0.7023, top5_acc: 0.9055, loss_cls: 1.0773, loss: 1.0773, grad_norm: 10.9259 2020-09-14 00:43:25,462 - mmaction - INFO - Epoch [42][1580/2640] lr: 1.000e-04, eta: 6:56:34, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9156, loss_cls: 1.0313, loss: 1.0313, grad_norm: 11.0491 2020-09-14 00:43:45,895 - mmaction - INFO - Epoch [42][1600/2640] lr: 1.000e-04, eta: 6:56:11, time: 1.024, data_time: 0.008, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0200, loss: 1.0200, grad_norm: 10.5090 2020-09-14 00:44:07,100 - mmaction - INFO - Epoch [42][1620/2640] lr: 1.000e-04, eta: 6:55:48, time: 1.056, data_time: 0.007, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.0358, loss: 1.0358, grad_norm: 10.6238 2020-09-14 00:44:24,687 - mmaction - INFO - Epoch [42][1640/2640] lr: 1.000e-04, eta: 6:55:25, time: 0.885, data_time: 0.008, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0603, loss: 1.0603, grad_norm: 11.0126 2020-09-14 00:44:45,704 - mmaction - INFO - Epoch [42][1660/2640] lr: 1.000e-04, eta: 6:55:02, time: 1.044, data_time: 0.059, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.0829, loss: 1.0829, grad_norm: 10.5568 2020-09-14 00:45:05,645 - mmaction - INFO - Epoch [42][1680/2640] lr: 1.000e-04, eta: 6:54:39, time: 1.002, data_time: 0.010, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1067, loss: 1.1067, grad_norm: 10.7385 2020-09-14 00:45:24,952 - mmaction - INFO - Epoch [42][1700/2640] lr: 1.000e-04, eta: 6:54:16, time: 0.967, data_time: 0.003, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9125, loss_cls: 1.0119, loss: 1.0119, grad_norm: 10.2986 2020-09-14 00:45:45,087 - mmaction - INFO - Epoch [42][1720/2640] lr: 1.000e-04, eta: 6:53:53, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9102, loss_cls: 0.9892, loss: 0.9892, grad_norm: 10.2458 2020-09-14 00:46:06,022 - mmaction - INFO - Epoch [42][1740/2640] lr: 1.000e-04, eta: 6:53:30, time: 1.048, data_time: 0.004, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 0.9991, loss: 0.9991, grad_norm: 10.2921 2020-09-14 00:46:24,754 - mmaction - INFO - Epoch [42][1760/2640] lr: 1.000e-04, eta: 6:53:07, time: 0.933, data_time: 0.006, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 0.9848, loss: 0.9848, grad_norm: 10.2885 2020-09-14 00:46:45,257 - mmaction - INFO - Epoch [42][1780/2640] lr: 1.000e-04, eta: 6:52:44, time: 1.028, data_time: 0.008, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0049, loss: 1.0049, grad_norm: 10.7648 2020-09-14 00:47:04,289 - mmaction - INFO - Epoch [42][1800/2640] lr: 1.000e-04, eta: 6:52:20, time: 0.952, data_time: 0.048, memory: 7069, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0338, loss: 1.0338, grad_norm: 10.9747 2020-09-14 00:47:24,676 - mmaction - INFO - Epoch [42][1820/2640] lr: 1.000e-04, eta: 6:51:57, time: 1.020, data_time: 0.141, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9141, loss_cls: 1.0312, loss: 1.0312, grad_norm: 10.7728 2020-09-14 00:47:44,303 - mmaction - INFO - Epoch [42][1840/2640] lr: 1.000e-04, eta: 6:51:34, time: 0.981, data_time: 0.378, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9078, loss_cls: 0.9874, loss: 0.9874, grad_norm: 10.4775 2020-09-14 00:48:03,758 - mmaction - INFO - Epoch [42][1860/2640] lr: 1.000e-04, eta: 6:51:11, time: 0.973, data_time: 0.311, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.0849, loss: 1.0849, grad_norm: 10.9315 2020-09-14 00:48:22,769 - mmaction - INFO - Epoch [42][1880/2640] lr: 1.000e-04, eta: 6:50:48, time: 0.945, data_time: 0.112, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9039, loss_cls: 1.0481, loss: 1.0481, grad_norm: 10.4988 2020-09-14 00:48:42,937 - mmaction - INFO - Epoch [42][1900/2640] lr: 1.000e-04, eta: 6:50:25, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9141, loss_cls: 1.0345, loss: 1.0345, grad_norm: 10.4843 2020-09-14 00:49:02,578 - mmaction - INFO - Epoch [42][1920/2640] lr: 1.000e-04, eta: 6:50:02, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9203, loss_cls: 0.9909, loss: 0.9909, grad_norm: 10.3091 2020-09-14 00:49:21,969 - mmaction - INFO - Epoch [42][1940/2640] lr: 1.000e-04, eta: 6:49:39, time: 0.974, data_time: 0.008, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0653, loss: 1.0653, grad_norm: 10.5231 2020-09-14 00:49:42,523 - mmaction - INFO - Epoch [42][1960/2640] lr: 1.000e-04, eta: 6:49:16, time: 1.029, data_time: 0.068, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9109, loss_cls: 1.0639, loss: 1.0639, grad_norm: 10.7629 2020-09-14 00:50:02,923 - mmaction - INFO - Epoch [42][1980/2640] lr: 1.000e-04, eta: 6:48:53, time: 1.020, data_time: 0.006, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.0443, loss: 1.0443, grad_norm: 10.5602 2020-09-14 00:50:22,084 - mmaction - INFO - Epoch [42][2000/2640] lr: 1.000e-04, eta: 6:48:30, time: 0.956, data_time: 0.023, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9767, loss: 0.9767, grad_norm: 10.2578 2020-09-14 00:50:42,353 - mmaction - INFO - Epoch [42][2020/2640] lr: 1.000e-04, eta: 6:48:07, time: 1.010, data_time: 0.293, memory: 7069, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0648, loss: 1.0648, grad_norm: 10.9370 2020-09-14 00:51:02,331 - mmaction - INFO - Epoch [42][2040/2640] lr: 1.000e-04, eta: 6:47:44, time: 1.003, data_time: 0.388, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9203, loss_cls: 0.9775, loss: 0.9775, grad_norm: 10.0681 2020-09-14 00:51:22,389 - mmaction - INFO - Epoch [42][2060/2640] lr: 1.000e-04, eta: 6:47:21, time: 0.998, data_time: 0.304, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.0448, loss: 1.0448, grad_norm: 10.6421 2020-09-14 00:51:42,172 - mmaction - INFO - Epoch [42][2080/2640] lr: 1.000e-04, eta: 6:46:58, time: 0.994, data_time: 0.318, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1048, loss: 1.1048, grad_norm: 10.6936 2020-09-14 00:52:03,047 - mmaction - INFO - Epoch [42][2100/2640] lr: 1.000e-04, eta: 6:46:35, time: 1.043, data_time: 0.189, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.0888, loss: 1.0888, grad_norm: 10.9334 2020-09-14 00:52:21,563 - mmaction - INFO - Epoch [42][2120/2640] lr: 1.000e-04, eta: 6:46:11, time: 0.927, data_time: 0.004, memory: 7069, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0840, loss: 1.0840, grad_norm: 11.0935 2020-09-14 00:52:41,504 - mmaction - INFO - Epoch [42][2140/2640] lr: 1.000e-04, eta: 6:45:48, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1089, loss: 1.1089, grad_norm: 10.7330 2020-09-14 00:53:00,854 - mmaction - INFO - Epoch [42][2160/2640] lr: 1.000e-04, eta: 6:45:25, time: 0.973, data_time: 0.017, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0490, loss: 1.0490, grad_norm: 10.7608 2020-09-14 00:53:20,871 - mmaction - INFO - Epoch [42][2180/2640] lr: 1.000e-04, eta: 6:45:02, time: 1.001, data_time: 0.003, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9055, loss_cls: 1.0547, loss: 1.0547, grad_norm: 11.0129 2020-09-14 00:53:41,869 - mmaction - INFO - Epoch [42][2200/2640] lr: 1.000e-04, eta: 6:44:39, time: 1.050, data_time: 0.008, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9109, loss_cls: 1.0176, loss: 1.0176, grad_norm: 10.5749 2020-09-14 00:54:02,887 - mmaction - INFO - Epoch [42][2220/2640] lr: 1.000e-04, eta: 6:44:17, time: 1.051, data_time: 0.002, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 0.9828, loss: 0.9828, grad_norm: 10.4593 2020-09-14 00:54:23,127 - mmaction - INFO - Epoch [42][2240/2640] lr: 1.000e-04, eta: 6:43:54, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.7102, top5_acc: 0.9094, loss_cls: 1.0461, loss: 1.0461, grad_norm: 10.7191 2020-09-14 00:54:41,705 - mmaction - INFO - Epoch [42][2260/2640] lr: 1.000e-04, eta: 6:43:30, time: 0.930, data_time: 0.003, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0479, loss: 1.0479, grad_norm: 10.9856 2020-09-14 00:55:03,809 - mmaction - INFO - Epoch [42][2280/2640] lr: 1.000e-04, eta: 6:43:08, time: 1.105, data_time: 0.006, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0182, loss: 1.0182, grad_norm: 10.3176 2020-09-14 00:55:23,501 - mmaction - INFO - Epoch [42][2300/2640] lr: 1.000e-04, eta: 6:42:45, time: 0.984, data_time: 0.002, memory: 7069, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.0906, loss: 1.0906, grad_norm: 10.6128 2020-09-14 00:55:42,257 - mmaction - INFO - Epoch [42][2320/2640] lr: 1.000e-04, eta: 6:42:21, time: 0.934, data_time: 0.008, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0552, loss: 1.0552, grad_norm: 10.7918 2020-09-14 00:56:02,350 - mmaction - INFO - Epoch [42][2340/2640] lr: 1.000e-04, eta: 6:41:58, time: 1.010, data_time: 0.008, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9086, loss_cls: 1.0711, loss: 1.0711, grad_norm: 10.6606 2020-09-14 00:56:23,728 - mmaction - INFO - Epoch [42][2360/2640] lr: 1.000e-04, eta: 6:41:36, time: 1.062, data_time: 0.006, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0027, loss: 1.0027, grad_norm: 10.5103 2020-09-14 00:56:43,959 - mmaction - INFO - Epoch [42][2380/2640] lr: 1.000e-04, eta: 6:41:13, time: 1.017, data_time: 0.009, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0600, loss: 1.0600, grad_norm: 10.6450 2020-09-14 00:57:03,539 - mmaction - INFO - Epoch [42][2400/2640] lr: 1.000e-04, eta: 6:40:50, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9062, loss_cls: 1.0571, loss: 1.0571, grad_norm: 10.8927 2020-09-14 00:57:22,991 - mmaction - INFO - Epoch [42][2420/2640] lr: 1.000e-04, eta: 6:40:26, time: 0.978, data_time: 0.079, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9714, loss: 0.9714, grad_norm: 10.3277 2020-09-14 00:57:45,314 - mmaction - INFO - Epoch [42][2440/2640] lr: 1.000e-04, eta: 6:40:04, time: 1.112, data_time: 0.008, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9227, loss_cls: 0.9535, loss: 0.9535, grad_norm: 10.2481 2020-09-14 00:58:03,533 - mmaction - INFO - Epoch [42][2460/2640] lr: 1.000e-04, eta: 6:39:41, time: 0.916, data_time: 0.007, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9729, loss: 0.9729, grad_norm: 10.4416 2020-09-14 00:58:23,229 - mmaction - INFO - Epoch [42][2480/2640] lr: 1.000e-04, eta: 6:39:18, time: 0.981, data_time: 0.005, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0237, loss: 1.0237, grad_norm: 10.4563 2020-09-14 00:58:43,069 - mmaction - INFO - Epoch [42][2500/2640] lr: 1.000e-04, eta: 6:38:54, time: 0.995, data_time: 0.028, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.0506, loss: 1.0506, grad_norm: 10.5628 2020-09-14 00:59:02,626 - mmaction - INFO - Epoch [42][2520/2640] lr: 1.000e-04, eta: 6:38:31, time: 0.978, data_time: 0.099, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0524, loss: 1.0524, grad_norm: 10.8059 2020-09-14 00:59:22,770 - mmaction - INFO - Epoch [42][2540/2640] lr: 1.000e-04, eta: 6:38:08, time: 1.005, data_time: 0.121, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9109, loss_cls: 1.0106, loss: 1.0106, grad_norm: 10.7751 2020-09-14 00:59:43,030 - mmaction - INFO - Epoch [42][2560/2640] lr: 1.000e-04, eta: 6:37:45, time: 1.011, data_time: 0.008, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9148, loss_cls: 1.0017, loss: 1.0017, grad_norm: 10.4860 2020-09-14 01:00:09,062 - mmaction - INFO - Epoch [42][2580/2640] lr: 1.000e-04, eta: 6:37:24, time: 1.292, data_time: 0.008, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9219, loss_cls: 0.9956, loss: 0.9956, grad_norm: 10.8395 2020-09-14 01:00:25,598 - mmaction - INFO - Epoch [42][2600/2640] lr: 1.000e-04, eta: 6:37:00, time: 0.839, data_time: 0.101, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9055, loss_cls: 1.0239, loss: 1.0239, grad_norm: 10.5251 2020-09-14 01:00:47,858 - mmaction - INFO - Epoch [42][2620/2640] lr: 1.000e-04, eta: 6:36:37, time: 1.093, data_time: 0.028, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0049, loss: 1.0049, grad_norm: 10.6801 2020-09-14 01:01:05,471 - mmaction - INFO - Epoch [42][2640/2640] lr: 1.000e-04, eta: 6:36:14, time: 0.902, data_time: 0.129, memory: 7069, top1_acc: 0.7218, top5_acc: 0.9145, loss_cls: 1.0208, loss: 1.0208, grad_norm: 10.8262 2020-09-14 01:01:19,735 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-09-14 01:08:09,856 - mmaction - INFO - Epoch [43][20/2640] lr: 1.000e-04, eta: 6:37:05, time: 20.452, data_time: 19.112, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0269, loss: 1.0269, grad_norm: 10.5514 2020-09-14 01:08:30,476 - mmaction - INFO - Epoch [43][40/2640] lr: 1.000e-04, eta: 6:36:42, time: 1.050, data_time: 0.177, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9715, loss: 0.9715, grad_norm: 10.0125 2020-09-14 01:08:50,387 - mmaction - INFO - Epoch [43][60/2640] lr: 1.000e-04, eta: 6:36:19, time: 0.996, data_time: 0.367, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0076, loss: 1.0076, grad_norm: 10.7076 2020-09-14 01:09:10,647 - mmaction - INFO - Epoch [43][80/2640] lr: 1.000e-04, eta: 6:35:56, time: 1.008, data_time: 0.135, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0221, loss: 1.0221, grad_norm: 11.0053 2020-09-14 01:09:30,787 - mmaction - INFO - Epoch [43][100/2640] lr: 1.000e-04, eta: 6:35:33, time: 1.012, data_time: 0.025, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 0.9893, loss: 0.9893, grad_norm: 10.5286 2020-09-14 01:09:50,328 - mmaction - INFO - Epoch [43][120/2640] lr: 1.000e-04, eta: 6:35:10, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9211, loss_cls: 0.9660, loss: 0.9660, grad_norm: 10.3550 2020-09-14 01:10:11,830 - mmaction - INFO - Epoch [43][140/2640] lr: 1.000e-04, eta: 6:34:47, time: 1.076, data_time: 0.007, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0634, loss: 1.0634, grad_norm: 10.6509 2020-09-14 01:10:32,785 - mmaction - INFO - Epoch [43][160/2640] lr: 1.000e-04, eta: 6:34:24, time: 1.051, data_time: 0.006, memory: 7069, top1_acc: 0.7172, top5_acc: 0.9047, loss_cls: 1.0562, loss: 1.0562, grad_norm: 10.7446 2020-09-14 01:10:51,125 - mmaction - INFO - Epoch [43][180/2640] lr: 1.000e-04, eta: 6:34:01, time: 0.913, data_time: 0.005, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9156, loss_cls: 1.0119, loss: 1.0119, grad_norm: 10.8428 2020-09-14 01:11:10,179 - mmaction - INFO - Epoch [43][200/2640] lr: 1.000e-04, eta: 6:33:38, time: 0.956, data_time: 0.008, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0243, loss: 1.0243, grad_norm: 11.0544 2020-09-14 01:11:30,810 - mmaction - INFO - Epoch [43][220/2640] lr: 1.000e-04, eta: 6:33:15, time: 1.032, data_time: 0.082, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9086, loss_cls: 0.9862, loss: 0.9862, grad_norm: 10.6005 2020-09-14 01:11:49,794 - mmaction - INFO - Epoch [43][240/2640] lr: 1.000e-04, eta: 6:32:51, time: 0.949, data_time: 0.062, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 0.9913, loss: 0.9913, grad_norm: 10.5193 2020-09-14 01:12:09,179 - mmaction - INFO - Epoch [43][260/2640] lr: 1.000e-04, eta: 6:32:28, time: 0.969, data_time: 0.244, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9234, loss_cls: 0.9348, loss: 0.9348, grad_norm: 10.0953 2020-09-14 01:12:30,097 - mmaction - INFO - Epoch [43][280/2640] lr: 1.000e-04, eta: 6:32:05, time: 1.047, data_time: 0.129, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0662, loss: 1.0662, grad_norm: 11.2143 2020-09-14 01:12:49,294 - mmaction - INFO - Epoch [43][300/2640] lr: 1.000e-04, eta: 6:31:42, time: 0.954, data_time: 0.220, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9180, loss_cls: 1.0089, loss: 1.0089, grad_norm: 10.7782 2020-09-14 01:13:09,278 - mmaction - INFO - Epoch [43][320/2640] lr: 1.000e-04, eta: 6:31:19, time: 1.005, data_time: 0.402, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 0.9789, loss: 0.9789, grad_norm: 10.5631 2020-09-14 01:13:29,492 - mmaction - INFO - Epoch [43][340/2640] lr: 1.000e-04, eta: 6:30:56, time: 1.007, data_time: 0.421, memory: 7069, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0699, loss: 1.0699, grad_norm: 10.9428 2020-09-14 01:13:49,699 - mmaction - INFO - Epoch [43][360/2640] lr: 1.000e-04, eta: 6:30:33, time: 1.014, data_time: 0.421, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9148, loss_cls: 0.9585, loss: 0.9585, grad_norm: 10.2072 2020-09-14 01:14:08,450 - mmaction - INFO - Epoch [43][380/2640] lr: 1.000e-04, eta: 6:30:10, time: 0.934, data_time: 0.345, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9125, loss_cls: 0.9907, loss: 0.9907, grad_norm: 10.4921 2020-09-14 01:14:27,544 - mmaction - INFO - Epoch [43][400/2640] lr: 1.000e-04, eta: 6:29:46, time: 0.959, data_time: 0.368, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9234, loss_cls: 0.9841, loss: 0.9841, grad_norm: 10.5741 2020-09-14 01:14:47,139 - mmaction - INFO - Epoch [43][420/2640] lr: 1.000e-04, eta: 6:29:23, time: 0.973, data_time: 0.386, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9047, loss_cls: 1.0112, loss: 1.0112, grad_norm: 10.2280 2020-09-14 01:15:06,295 - mmaction - INFO - Epoch [43][440/2640] lr: 1.000e-04, eta: 6:29:00, time: 0.963, data_time: 0.191, memory: 7069, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0660, loss: 1.0660, grad_norm: 10.5556 2020-09-14 01:15:25,808 - mmaction - INFO - Epoch [43][460/2640] lr: 1.000e-04, eta: 6:28:37, time: 0.976, data_time: 0.266, memory: 7069, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.0858, loss: 1.0858, grad_norm: 10.7470 2020-09-14 01:15:46,510 - mmaction - INFO - Epoch [43][480/2640] lr: 1.000e-04, eta: 6:28:14, time: 1.035, data_time: 0.247, memory: 7069, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1638, loss: 1.1638, grad_norm: 11.1377 2020-09-14 01:16:06,781 - mmaction - INFO - Epoch [43][500/2640] lr: 1.000e-04, eta: 6:27:51, time: 1.014, data_time: 0.392, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0426, loss: 1.0426, grad_norm: 10.5523 2020-09-14 01:16:26,596 - mmaction - INFO - Epoch [43][520/2640] lr: 1.000e-04, eta: 6:27:28, time: 0.985, data_time: 0.304, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0408, loss: 1.0408, grad_norm: 10.7649 2020-09-14 01:16:46,387 - mmaction - INFO - Epoch [43][540/2640] lr: 1.000e-04, eta: 6:27:05, time: 0.996, data_time: 0.284, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9709, loss: 0.9709, grad_norm: 10.1071 2020-09-14 01:17:07,098 - mmaction - INFO - Epoch [43][560/2640] lr: 1.000e-04, eta: 6:26:42, time: 1.031, data_time: 0.308, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9148, loss_cls: 0.9918, loss: 0.9918, grad_norm: 10.8767 2020-09-14 01:17:26,713 - mmaction - INFO - Epoch [43][580/2640] lr: 1.000e-04, eta: 6:26:19, time: 0.984, data_time: 0.388, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9078, loss_cls: 1.0462, loss: 1.0462, grad_norm: 10.9494 2020-09-14 01:17:44,726 - mmaction - INFO - Epoch [43][600/2640] lr: 1.000e-04, eta: 6:25:55, time: 0.897, data_time: 0.044, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9935, loss: 0.9935, grad_norm: 10.5286 2020-09-14 01:18:06,932 - mmaction - INFO - Epoch [43][620/2640] lr: 1.000e-04, eta: 6:25:33, time: 1.114, data_time: 0.008, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9094, loss_cls: 1.0267, loss: 1.0267, grad_norm: 10.7271 2020-09-14 01:18:27,523 - mmaction - INFO - Epoch [43][640/2640] lr: 1.000e-04, eta: 6:25:10, time: 1.029, data_time: 0.004, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0207, loss: 1.0207, grad_norm: 10.4999 2020-09-14 01:18:47,507 - mmaction - INFO - Epoch [43][660/2640] lr: 1.000e-04, eta: 6:24:47, time: 1.000, data_time: 0.004, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9203, loss_cls: 0.9823, loss: 0.9823, grad_norm: 10.5491 2020-09-14 01:19:06,038 - mmaction - INFO - Epoch [43][680/2640] lr: 1.000e-04, eta: 6:24:24, time: 0.926, data_time: 0.006, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9211, loss_cls: 0.9773, loss: 0.9773, grad_norm: 10.4620 2020-09-14 01:19:25,891 - mmaction - INFO - Epoch [43][700/2640] lr: 1.000e-04, eta: 6:24:00, time: 0.993, data_time: 0.004, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.0294, loss: 1.0294, grad_norm: 10.7653 2020-09-14 01:19:45,845 - mmaction - INFO - Epoch [43][720/2640] lr: 1.000e-04, eta: 6:23:37, time: 0.992, data_time: 0.027, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9156, loss_cls: 1.0347, loss: 1.0347, grad_norm: 10.8199 2020-09-14 01:20:05,027 - mmaction - INFO - Epoch [43][740/2640] lr: 1.000e-04, eta: 6:23:14, time: 0.966, data_time: 0.009, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0733, loss: 1.0733, grad_norm: 10.7199 2020-09-14 01:20:26,282 - mmaction - INFO - Epoch [43][760/2640] lr: 1.000e-04, eta: 6:22:51, time: 1.062, data_time: 0.003, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 0.9793, loss: 0.9793, grad_norm: 10.7921 2020-09-14 01:20:45,672 - mmaction - INFO - Epoch [43][780/2640] lr: 1.000e-04, eta: 6:22:28, time: 0.969, data_time: 0.039, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9094, loss_cls: 1.0376, loss: 1.0376, grad_norm: 10.9855 2020-09-14 01:21:07,076 - mmaction - INFO - Epoch [43][800/2640] lr: 1.000e-04, eta: 6:22:05, time: 1.066, data_time: 0.290, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9062, loss_cls: 1.0235, loss: 1.0235, grad_norm: 10.5989 2020-09-14 01:21:27,428 - mmaction - INFO - Epoch [43][820/2640] lr: 1.000e-04, eta: 6:21:43, time: 1.022, data_time: 0.155, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9242, loss_cls: 0.9863, loss: 0.9863, grad_norm: 10.4983 2020-09-14 01:21:46,986 - mmaction - INFO - Epoch [43][840/2640] lr: 1.000e-04, eta: 6:21:19, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9023, loss_cls: 1.0493, loss: 1.0493, grad_norm: 10.5205 2020-09-14 01:22:05,380 - mmaction - INFO - Epoch [43][860/2640] lr: 1.000e-04, eta: 6:20:56, time: 0.927, data_time: 0.015, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 0.9947, loss: 0.9947, grad_norm: 10.5881 2020-09-14 01:22:25,865 - mmaction - INFO - Epoch [43][880/2640] lr: 1.000e-04, eta: 6:20:33, time: 1.023, data_time: 0.015, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9102, loss_cls: 1.0667, loss: 1.0667, grad_norm: 11.0189 2020-09-14 01:22:46,418 - mmaction - INFO - Epoch [43][900/2640] lr: 1.000e-04, eta: 6:20:10, time: 1.024, data_time: 0.033, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9125, loss_cls: 1.0069, loss: 1.0069, grad_norm: 10.5746 2020-09-14 01:23:08,516 - mmaction - INFO - Epoch [43][920/2640] lr: 1.000e-04, eta: 6:19:48, time: 1.110, data_time: 0.274, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9039, loss_cls: 1.0995, loss: 1.0995, grad_norm: 10.8323 2020-09-14 01:23:28,151 - mmaction - INFO - Epoch [43][940/2640] lr: 1.000e-04, eta: 6:19:24, time: 0.981, data_time: 0.394, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0460, loss: 1.0460, grad_norm: 10.7346 2020-09-14 01:23:48,100 - mmaction - INFO - Epoch [43][960/2640] lr: 1.000e-04, eta: 6:19:01, time: 0.994, data_time: 0.404, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 1.0069, loss: 1.0069, grad_norm: 10.2499 2020-09-14 01:24:06,888 - mmaction - INFO - Epoch [43][980/2640] lr: 1.000e-04, eta: 6:18:38, time: 0.942, data_time: 0.356, memory: 7069, top1_acc: 0.7109, top5_acc: 0.9086, loss_cls: 1.0784, loss: 1.0784, grad_norm: 11.1161 2020-09-14 01:24:27,725 - mmaction - INFO - Epoch [43][1000/2640] lr: 1.000e-04, eta: 6:18:15, time: 1.042, data_time: 0.044, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9519, loss: 0.9519, grad_norm: 10.3259 2020-09-14 01:24:47,595 - mmaction - INFO - Epoch [43][1020/2640] lr: 1.000e-04, eta: 6:17:52, time: 0.994, data_time: 0.051, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9117, loss_cls: 1.0064, loss: 1.0064, grad_norm: 10.6238 2020-09-14 01:25:07,928 - mmaction - INFO - Epoch [43][1040/2640] lr: 1.000e-04, eta: 6:17:29, time: 1.016, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.0445, loss: 1.0445, grad_norm: 10.3276 2020-09-14 01:25:28,044 - mmaction - INFO - Epoch [43][1060/2640] lr: 1.000e-04, eta: 6:17:06, time: 1.005, data_time: 0.002, memory: 7069, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1307, loss: 1.1307, grad_norm: 11.1268 2020-09-14 01:25:48,461 - mmaction - INFO - Epoch [43][1080/2640] lr: 1.000e-04, eta: 6:16:43, time: 1.022, data_time: 0.004, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9187, loss_cls: 1.0098, loss: 1.0098, grad_norm: 10.8777 2020-09-14 01:26:08,224 - mmaction - INFO - Epoch [43][1100/2640] lr: 1.000e-04, eta: 6:16:20, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9055, loss_cls: 1.0477, loss: 1.0477, grad_norm: 10.5481 2020-09-14 01:26:28,240 - mmaction - INFO - Epoch [43][1120/2640] lr: 1.000e-04, eta: 6:15:57, time: 1.006, data_time: 0.010, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9172, loss_cls: 1.0020, loss: 1.0020, grad_norm: 10.8467 2020-09-14 01:26:48,925 - mmaction - INFO - Epoch [43][1140/2640] lr: 1.000e-04, eta: 6:15:34, time: 1.031, data_time: 0.104, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9133, loss_cls: 0.9947, loss: 0.9947, grad_norm: 10.6199 2020-09-14 01:27:08,229 - mmaction - INFO - Epoch [43][1160/2640] lr: 1.000e-04, eta: 6:15:11, time: 0.968, data_time: 0.156, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9737, loss: 0.9737, grad_norm: 10.7110 2020-09-14 01:27:28,559 - mmaction - INFO - Epoch [43][1180/2640] lr: 1.000e-04, eta: 6:14:48, time: 1.012, data_time: 0.068, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9914, loss: 0.9914, grad_norm: 10.7593 2020-09-14 01:27:49,046 - mmaction - INFO - Epoch [43][1200/2640] lr: 1.000e-04, eta: 6:14:25, time: 1.030, data_time: 0.008, memory: 7069, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1175, loss: 1.1175, grad_norm: 11.1094 2020-09-14 01:28:08,352 - mmaction - INFO - Epoch [43][1220/2640] lr: 1.000e-04, eta: 6:14:02, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9102, loss_cls: 1.0425, loss: 1.0425, grad_norm: 11.0562 2020-09-14 01:28:27,820 - mmaction - INFO - Epoch [43][1240/2640] lr: 1.000e-04, eta: 6:13:39, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0155, loss: 1.0155, grad_norm: 10.7647 2020-09-14 01:28:47,017 - mmaction - INFO - Epoch [43][1260/2640] lr: 1.000e-04, eta: 6:13:16, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0021, loss: 1.0021, grad_norm: 10.6260 2020-09-14 01:29:07,445 - mmaction - INFO - Epoch [43][1280/2640] lr: 1.000e-04, eta: 6:12:53, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9078, loss_cls: 1.0800, loss: 1.0800, grad_norm: 11.0887 2020-09-14 01:29:26,917 - mmaction - INFO - Epoch [43][1300/2640] lr: 1.000e-04, eta: 6:12:30, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9039, loss_cls: 1.0441, loss: 1.0441, grad_norm: 10.9798 2020-09-14 01:29:47,557 - mmaction - INFO - Epoch [43][1320/2640] lr: 1.000e-04, eta: 6:12:07, time: 1.037, data_time: 0.007, memory: 7069, top1_acc: 0.7094, top5_acc: 0.8977, loss_cls: 1.0925, loss: 1.0925, grad_norm: 11.0668 2020-09-14 01:30:06,166 - mmaction - INFO - Epoch [43][1340/2640] lr: 1.000e-04, eta: 6:11:44, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0248, loss: 1.0248, grad_norm: 10.6081 2020-09-14 01:30:27,104 - mmaction - INFO - Epoch [43][1360/2640] lr: 1.000e-04, eta: 6:11:21, time: 1.047, data_time: 0.003, memory: 7069, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0712, loss: 1.0712, grad_norm: 11.1173 2020-09-14 01:30:46,569 - mmaction - INFO - Epoch [43][1380/2640] lr: 1.000e-04, eta: 6:10:58, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.0723, loss: 1.0723, grad_norm: 10.8817 2020-09-14 01:31:06,161 - mmaction - INFO - Epoch [43][1400/2640] lr: 1.000e-04, eta: 6:10:35, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9704, loss: 0.9704, grad_norm: 10.7043 2020-09-14 01:31:25,617 - mmaction - INFO - Epoch [43][1420/2640] lr: 1.000e-04, eta: 6:10:12, time: 0.972, data_time: 0.004, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0316, loss: 1.0316, grad_norm: 10.8563 2020-09-14 01:31:45,085 - mmaction - INFO - Epoch [43][1440/2640] lr: 1.000e-04, eta: 6:09:49, time: 0.972, data_time: 0.007, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0258, loss: 1.0258, grad_norm: 10.8842 2020-09-14 01:32:05,171 - mmaction - INFO - Epoch [43][1460/2640] lr: 1.000e-04, eta: 6:09:26, time: 1.006, data_time: 0.006, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9421, loss: 0.9421, grad_norm: 10.3352 2020-09-14 01:32:24,405 - mmaction - INFO - Epoch [43][1480/2640] lr: 1.000e-04, eta: 6:09:03, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9055, loss_cls: 1.0390, loss: 1.0390, grad_norm: 11.0316 2020-09-14 01:32:44,466 - mmaction - INFO - Epoch [43][1500/2640] lr: 1.000e-04, eta: 6:08:40, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9924, loss: 0.9924, grad_norm: 10.4638 2020-09-14 01:33:04,637 - mmaction - INFO - Epoch [43][1520/2640] lr: 1.000e-04, eta: 6:08:17, time: 1.012, data_time: 0.009, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9047, loss_cls: 1.0375, loss: 1.0375, grad_norm: 10.6259 2020-09-14 01:33:23,303 - mmaction - INFO - Epoch [43][1540/2640] lr: 1.000e-04, eta: 6:07:53, time: 0.929, data_time: 0.007, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9869, loss: 0.9869, grad_norm: 10.4711 2020-09-14 01:33:44,472 - mmaction - INFO - Epoch [43][1560/2640] lr: 1.000e-04, eta: 6:07:31, time: 1.064, data_time: 0.008, memory: 7069, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9293, loss: 0.9293, grad_norm: 10.4167 2020-09-14 01:34:04,878 - mmaction - INFO - Epoch [43][1580/2640] lr: 1.000e-04, eta: 6:07:08, time: 1.015, data_time: 0.006, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.0483, loss: 1.0483, grad_norm: 10.9846 2020-09-14 01:34:24,140 - mmaction - INFO - Epoch [43][1600/2640] lr: 1.000e-04, eta: 6:06:45, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 0.9956, loss: 0.9956, grad_norm: 10.6723 2020-09-14 01:34:45,297 - mmaction - INFO - Epoch [43][1620/2640] lr: 1.000e-04, eta: 6:06:22, time: 1.055, data_time: 0.006, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1139, loss: 1.1139, grad_norm: 11.1651 2020-09-14 01:35:05,520 - mmaction - INFO - Epoch [43][1640/2640] lr: 1.000e-04, eta: 6:05:59, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.7039, top5_acc: 0.9055, loss_cls: 1.0658, loss: 1.0658, grad_norm: 11.0147 2020-09-14 01:35:25,100 - mmaction - INFO - Epoch [43][1660/2640] lr: 1.000e-04, eta: 6:05:36, time: 0.979, data_time: 0.002, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9055, loss_cls: 1.0516, loss: 1.0516, grad_norm: 10.6425 2020-09-14 01:35:45,331 - mmaction - INFO - Epoch [43][1680/2640] lr: 1.000e-04, eta: 6:05:13, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9133, loss_cls: 1.0080, loss: 1.0080, grad_norm: 10.7242 2020-09-14 01:36:05,022 - mmaction - INFO - Epoch [43][1700/2640] lr: 1.000e-04, eta: 6:04:50, time: 0.991, data_time: 0.009, memory: 7069, top1_acc: 0.7820, top5_acc: 0.9250, loss_cls: 0.8916, loss: 0.8916, grad_norm: 9.9818 2020-09-14 01:36:25,515 - mmaction - INFO - Epoch [43][1720/2640] lr: 1.000e-04, eta: 6:04:27, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1297, loss: 1.1297, grad_norm: 11.5502 2020-09-14 01:36:45,142 - mmaction - INFO - Epoch [43][1740/2640] lr: 1.000e-04, eta: 6:04:04, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 0.9590, loss: 0.9590, grad_norm: 10.1958 2020-09-14 01:37:04,986 - mmaction - INFO - Epoch [43][1760/2640] lr: 1.000e-04, eta: 6:03:41, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9795, loss: 0.9795, grad_norm: 10.5753 2020-09-14 01:37:25,625 - mmaction - INFO - Epoch [43][1780/2640] lr: 1.000e-04, eta: 6:03:18, time: 1.035, data_time: 0.008, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9117, loss_cls: 1.0111, loss: 1.0111, grad_norm: 10.6837 2020-09-14 01:37:44,209 - mmaction - INFO - Epoch [43][1800/2640] lr: 1.000e-04, eta: 6:02:55, time: 0.925, data_time: 0.007, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0531, loss: 1.0531, grad_norm: 11.0240 2020-09-14 01:38:03,260 - mmaction - INFO - Epoch [43][1820/2640] lr: 1.000e-04, eta: 6:02:32, time: 0.957, data_time: 0.008, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0091, loss: 1.0091, grad_norm: 10.7864 2020-09-14 01:38:23,941 - mmaction - INFO - Epoch [43][1840/2640] lr: 1.000e-04, eta: 6:02:09, time: 1.032, data_time: 0.390, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0569, loss: 1.0569, grad_norm: 11.0510 2020-09-14 01:38:42,944 - mmaction - INFO - Epoch [43][1860/2640] lr: 1.000e-04, eta: 6:01:46, time: 0.952, data_time: 0.366, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1125, loss: 1.1125, grad_norm: 11.1850 2020-09-14 01:39:02,665 - mmaction - INFO - Epoch [43][1880/2640] lr: 1.000e-04, eta: 6:01:23, time: 0.981, data_time: 0.357, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9086, loss_cls: 1.0471, loss: 1.0471, grad_norm: 10.8717 2020-09-14 01:39:23,963 - mmaction - INFO - Epoch [43][1900/2640] lr: 1.000e-04, eta: 6:01:00, time: 1.070, data_time: 0.020, memory: 7069, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.0977, loss: 1.0977, grad_norm: 11.4266 2020-09-14 01:39:43,471 - mmaction - INFO - Epoch [43][1920/2640] lr: 1.000e-04, eta: 6:00:37, time: 0.972, data_time: 0.005, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9422, loss: 0.9422, grad_norm: 10.1723 2020-09-14 01:40:01,196 - mmaction - INFO - Epoch [43][1940/2640] lr: 1.000e-04, eta: 6:00:13, time: 0.889, data_time: 0.060, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9148, loss_cls: 1.0252, loss: 1.0252, grad_norm: 10.9504 2020-09-14 01:40:21,778 - mmaction - INFO - Epoch [43][1960/2640] lr: 1.000e-04, eta: 5:59:51, time: 1.026, data_time: 0.077, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0525, loss: 1.0525, grad_norm: 10.7157 2020-09-14 01:40:41,323 - mmaction - INFO - Epoch [43][1980/2640] lr: 1.000e-04, eta: 5:59:28, time: 0.981, data_time: 0.017, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0075, loss: 1.0075, grad_norm: 10.8089 2020-09-14 01:41:01,931 - mmaction - INFO - Epoch [43][2000/2640] lr: 1.000e-04, eta: 5:59:05, time: 1.029, data_time: 0.007, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9203, loss_cls: 0.9405, loss: 0.9405, grad_norm: 10.3698 2020-09-14 01:41:22,328 - mmaction - INFO - Epoch [43][2020/2640] lr: 1.000e-04, eta: 5:58:42, time: 1.022, data_time: 0.004, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0722, loss: 1.0722, grad_norm: 11.0859 2020-09-14 01:41:42,036 - mmaction - INFO - Epoch [43][2040/2640] lr: 1.000e-04, eta: 5:58:19, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0026, loss: 1.0026, grad_norm: 10.8681 2020-09-14 01:42:01,675 - mmaction - INFO - Epoch [43][2060/2640] lr: 1.000e-04, eta: 5:57:56, time: 0.986, data_time: 0.050, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9965, loss: 0.9965, grad_norm: 10.2894 2020-09-14 01:42:21,885 - mmaction - INFO - Epoch [43][2080/2640] lr: 1.000e-04, eta: 5:57:33, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9390, loss: 0.9390, grad_norm: 10.4179 2020-09-14 01:42:41,672 - mmaction - INFO - Epoch [43][2100/2640] lr: 1.000e-04, eta: 5:57:10, time: 0.995, data_time: 0.008, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9141, loss_cls: 1.0256, loss: 1.0256, grad_norm: 10.7941 2020-09-14 01:43:03,058 - mmaction - INFO - Epoch [43][2120/2640] lr: 1.000e-04, eta: 5:56:47, time: 1.068, data_time: 0.005, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0019, loss: 1.0019, grad_norm: 11.0420 2020-09-14 01:43:23,488 - mmaction - INFO - Epoch [43][2140/2640] lr: 1.000e-04, eta: 5:56:24, time: 1.022, data_time: 0.004, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9706, loss: 0.9706, grad_norm: 10.4327 2020-09-14 01:43:42,500 - mmaction - INFO - Epoch [43][2160/2640] lr: 1.000e-04, eta: 5:56:01, time: 0.950, data_time: 0.005, memory: 7069, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0671, loss: 1.0671, grad_norm: 10.9666 2020-09-14 01:44:03,104 - mmaction - INFO - Epoch [43][2180/2640] lr: 1.000e-04, eta: 5:55:38, time: 1.031, data_time: 0.004, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9148, loss_cls: 0.9536, loss: 0.9536, grad_norm: 10.6711 2020-09-14 01:44:21,914 - mmaction - INFO - Epoch [43][2200/2640] lr: 1.000e-04, eta: 5:55:15, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9039, loss_cls: 1.0306, loss: 1.0306, grad_norm: 10.9108 2020-09-14 01:44:41,295 - mmaction - INFO - Epoch [43][2220/2640] lr: 1.000e-04, eta: 5:54:52, time: 0.968, data_time: 0.022, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0168, loss: 1.0168, grad_norm: 10.4841 2020-09-14 01:45:00,699 - mmaction - INFO - Epoch [43][2240/2640] lr: 1.000e-04, eta: 5:54:29, time: 0.970, data_time: 0.024, memory: 7069, top1_acc: 0.7094, top5_acc: 0.9055, loss_cls: 1.1005, loss: 1.1005, grad_norm: 11.0637 2020-09-14 01:45:22,978 - mmaction - INFO - Epoch [43][2260/2640] lr: 1.000e-04, eta: 5:54:06, time: 1.110, data_time: 0.129, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9047, loss_cls: 1.0252, loss: 1.0252, grad_norm: 10.9534 2020-09-14 01:45:40,463 - mmaction - INFO - Epoch [43][2280/2640] lr: 1.000e-04, eta: 5:53:43, time: 0.879, data_time: 0.008, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9211, loss_cls: 0.9680, loss: 0.9680, grad_norm: 10.6788 2020-09-14 01:46:00,327 - mmaction - INFO - Epoch [43][2300/2640] lr: 1.000e-04, eta: 5:53:20, time: 0.992, data_time: 0.112, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0491, loss: 1.0491, grad_norm: 11.2572 2020-09-14 01:46:21,299 - mmaction - INFO - Epoch [43][2320/2640] lr: 1.000e-04, eta: 5:52:57, time: 1.049, data_time: 0.232, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0466, loss: 1.0466, grad_norm: 10.8219 2020-09-14 01:46:41,267 - mmaction - INFO - Epoch [43][2340/2640] lr: 1.000e-04, eta: 5:52:34, time: 0.999, data_time: 0.358, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0037, loss: 1.0037, grad_norm: 10.8908 2020-09-14 01:47:01,717 - mmaction - INFO - Epoch [43][2360/2640] lr: 1.000e-04, eta: 5:52:11, time: 1.023, data_time: 0.432, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9439, loss: 0.9439, grad_norm: 10.4544 2020-09-14 01:47:20,311 - mmaction - INFO - Epoch [43][2380/2640] lr: 1.000e-04, eta: 5:51:48, time: 0.926, data_time: 0.300, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 1.0145, loss: 1.0145, grad_norm: 10.8903 2020-09-14 01:47:39,124 - mmaction - INFO - Epoch [43][2400/2640] lr: 1.000e-04, eta: 5:51:25, time: 0.943, data_time: 0.017, memory: 7069, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.0730, loss: 1.0730, grad_norm: 11.2657 2020-09-14 01:47:57,897 - mmaction - INFO - Epoch [43][2420/2640] lr: 1.000e-04, eta: 5:51:02, time: 0.937, data_time: 0.006, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.0815, loss: 1.0815, grad_norm: 11.0138 2020-09-14 01:48:17,337 - mmaction - INFO - Epoch [43][2440/2640] lr: 1.000e-04, eta: 5:50:39, time: 0.974, data_time: 0.005, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0236, loss: 1.0236, grad_norm: 10.6696 2020-09-14 01:48:38,166 - mmaction - INFO - Epoch [43][2460/2640] lr: 1.000e-04, eta: 5:50:16, time: 1.037, data_time: 0.052, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0423, loss: 1.0423, grad_norm: 11.0464 2020-09-14 01:48:58,242 - mmaction - INFO - Epoch [43][2480/2640] lr: 1.000e-04, eta: 5:49:53, time: 1.009, data_time: 0.181, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 0.9997, loss: 0.9997, grad_norm: 10.7065 2020-09-14 01:49:17,180 - mmaction - INFO - Epoch [43][2500/2640] lr: 1.000e-04, eta: 5:49:30, time: 0.945, data_time: 0.144, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9195, loss_cls: 1.0069, loss: 1.0069, grad_norm: 11.0829 2020-09-14 01:49:36,162 - mmaction - INFO - Epoch [43][2520/2640] lr: 1.000e-04, eta: 5:49:07, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9587, loss: 0.9587, grad_norm: 10.5364 2020-09-14 01:49:56,442 - mmaction - INFO - Epoch [43][2540/2640] lr: 1.000e-04, eta: 5:48:44, time: 1.014, data_time: 0.025, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0210, loss: 1.0210, grad_norm: 10.8082 2020-09-14 01:50:16,945 - mmaction - INFO - Epoch [43][2560/2640] lr: 1.000e-04, eta: 5:48:21, time: 1.027, data_time: 0.288, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0128, loss: 1.0128, grad_norm: 10.6943 2020-09-14 01:50:36,599 - mmaction - INFO - Epoch [43][2580/2640] lr: 1.000e-04, eta: 5:47:58, time: 0.979, data_time: 0.382, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9109, loss_cls: 1.0350, loss: 1.0350, grad_norm: 11.1237 2020-09-14 01:50:57,190 - mmaction - INFO - Epoch [43][2600/2640] lr: 1.000e-04, eta: 5:47:35, time: 1.033, data_time: 0.438, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9086, loss_cls: 1.0573, loss: 1.0573, grad_norm: 10.8650 2020-09-14 01:51:17,589 - mmaction - INFO - Epoch [43][2620/2640] lr: 1.000e-04, eta: 5:47:12, time: 1.019, data_time: 0.427, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0048, loss: 1.0048, grad_norm: 10.5033 2020-09-14 01:51:33,974 - mmaction - INFO - Epoch [43][2640/2640] lr: 1.000e-04, eta: 5:46:49, time: 0.820, data_time: 0.248, memory: 7069, top1_acc: 0.7218, top5_acc: 0.9016, loss_cls: 1.0917, loss: 1.0917, grad_norm: 11.4695 2020-09-14 01:51:50,129 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-09-14 01:58:35,802 - mmaction - INFO - Epoch [44][20/2640] lr: 1.000e-04, eta: 5:47:28, time: 20.190, data_time: 19.116, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0231, loss: 1.0231, grad_norm: 10.7986 2020-09-14 01:58:57,312 - mmaction - INFO - Epoch [44][40/2640] lr: 1.000e-04, eta: 5:47:06, time: 1.089, data_time: 0.024, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 0.9929, loss: 0.9929, grad_norm: 10.7315 2020-09-14 01:59:17,944 - mmaction - INFO - Epoch [44][60/2640] lr: 1.000e-04, eta: 5:46:43, time: 1.034, data_time: 0.005, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0733, loss: 1.0733, grad_norm: 10.8740 2020-09-14 01:59:39,401 - mmaction - INFO - Epoch [44][80/2640] lr: 1.000e-04, eta: 5:46:20, time: 1.071, data_time: 0.005, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9117, loss_cls: 0.9626, loss: 0.9626, grad_norm: 10.4685 2020-09-14 01:59:59,387 - mmaction - INFO - Epoch [44][100/2640] lr: 1.000e-04, eta: 5:45:57, time: 1.001, data_time: 0.005, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9164, loss_cls: 1.0193, loss: 1.0193, grad_norm: 10.8292 2020-09-14 02:00:19,731 - mmaction - INFO - Epoch [44][120/2640] lr: 1.000e-04, eta: 5:45:34, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9234, loss_cls: 0.9494, loss: 0.9494, grad_norm: 10.3579 2020-09-14 02:00:40,496 - mmaction - INFO - Epoch [44][140/2640] lr: 1.000e-04, eta: 5:45:11, time: 1.036, data_time: 0.021, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0259, loss: 1.0259, grad_norm: 11.1777 2020-09-14 02:01:01,388 - mmaction - INFO - Epoch [44][160/2640] lr: 1.000e-04, eta: 5:44:48, time: 1.055, data_time: 0.026, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9156, loss_cls: 0.9716, loss: 0.9716, grad_norm: 11.1117 2020-09-14 02:01:21,554 - mmaction - INFO - Epoch [44][180/2640] lr: 1.000e-04, eta: 5:44:25, time: 1.012, data_time: 0.008, memory: 7069, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1076, loss: 1.1076, grad_norm: 11.3053 2020-09-14 02:01:39,411 - mmaction - INFO - Epoch [44][200/2640] lr: 1.000e-04, eta: 5:44:02, time: 0.890, data_time: 0.006, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 0.9801, loss: 0.9801, grad_norm: 10.6691 2020-09-14 02:01:59,176 - mmaction - INFO - Epoch [44][220/2640] lr: 1.000e-04, eta: 5:43:39, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0340, loss: 1.0340, grad_norm: 10.7192 2020-09-14 02:02:18,293 - mmaction - INFO - Epoch [44][240/2640] lr: 1.000e-04, eta: 5:43:16, time: 0.950, data_time: 0.006, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9055, loss_cls: 1.0094, loss: 1.0094, grad_norm: 10.8410 2020-09-14 02:02:37,608 - mmaction - INFO - Epoch [44][260/2640] lr: 1.000e-04, eta: 5:42:53, time: 0.971, data_time: 0.009, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9070, loss_cls: 1.0275, loss: 1.0275, grad_norm: 10.7024 2020-09-14 02:02:57,650 - mmaction - INFO - Epoch [44][280/2640] lr: 1.000e-04, eta: 5:42:30, time: 0.998, data_time: 0.067, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0586, loss: 1.0586, grad_norm: 11.3477 2020-09-14 02:03:16,705 - mmaction - INFO - Epoch [44][300/2640] lr: 1.000e-04, eta: 5:42:07, time: 0.957, data_time: 0.076, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9686, loss: 0.9686, grad_norm: 10.4277 2020-09-14 02:03:35,791 - mmaction - INFO - Epoch [44][320/2640] lr: 1.000e-04, eta: 5:41:43, time: 0.951, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 0.9938, loss: 0.9938, grad_norm: 10.6527 2020-09-14 02:03:56,893 - mmaction - INFO - Epoch [44][340/2640] lr: 1.000e-04, eta: 5:41:21, time: 1.057, data_time: 0.009, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9000, loss_cls: 1.0871, loss: 1.0871, grad_norm: 11.1597 2020-09-14 02:04:16,828 - mmaction - INFO - Epoch [44][360/2640] lr: 1.000e-04, eta: 5:40:58, time: 0.997, data_time: 0.008, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0241, loss: 1.0241, grad_norm: 10.7322 2020-09-14 02:04:36,688 - mmaction - INFO - Epoch [44][380/2640] lr: 1.000e-04, eta: 5:40:35, time: 0.992, data_time: 0.002, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9000, loss_cls: 1.0092, loss: 1.0092, grad_norm: 10.4852 2020-09-14 02:04:55,435 - mmaction - INFO - Epoch [44][400/2640] lr: 1.000e-04, eta: 5:40:11, time: 0.939, data_time: 0.010, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9125, loss_cls: 0.9871, loss: 0.9871, grad_norm: 10.7496 2020-09-14 02:05:14,202 - mmaction - INFO - Epoch [44][420/2640] lr: 1.000e-04, eta: 5:39:48, time: 0.934, data_time: 0.006, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 0.9892, loss: 0.9892, grad_norm: 10.4444 2020-09-14 02:05:33,036 - mmaction - INFO - Epoch [44][440/2640] lr: 1.000e-04, eta: 5:39:25, time: 0.945, data_time: 0.046, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0246, loss: 1.0246, grad_norm: 11.0138 2020-09-14 02:05:53,459 - mmaction - INFO - Epoch [44][460/2640] lr: 1.000e-04, eta: 5:39:02, time: 1.015, data_time: 0.361, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.0834, loss: 1.0834, grad_norm: 10.8711 2020-09-14 02:06:13,528 - mmaction - INFO - Epoch [44][480/2640] lr: 1.000e-04, eta: 5:38:39, time: 1.009, data_time: 0.378, memory: 7069, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0746, loss: 1.0746, grad_norm: 10.6692 2020-09-14 02:06:33,562 - mmaction - INFO - Epoch [44][500/2640] lr: 1.000e-04, eta: 5:38:16, time: 0.997, data_time: 0.081, memory: 7069, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.0873, loss: 1.0873, grad_norm: 10.9976 2020-09-14 02:06:53,845 - mmaction - INFO - Epoch [44][520/2640] lr: 1.000e-04, eta: 5:37:53, time: 1.019, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9141, loss_cls: 1.0006, loss: 1.0006, grad_norm: 10.6282 2020-09-14 02:07:12,101 - mmaction - INFO - Epoch [44][540/2640] lr: 1.000e-04, eta: 5:37:30, time: 0.911, data_time: 0.007, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0116, loss: 1.0116, grad_norm: 11.0347 2020-09-14 02:07:32,002 - mmaction - INFO - Epoch [44][560/2640] lr: 1.000e-04, eta: 5:37:07, time: 0.997, data_time: 0.086, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9817, loss: 0.9817, grad_norm: 10.4768 2020-09-14 02:07:52,923 - mmaction - INFO - Epoch [44][580/2640] lr: 1.000e-04, eta: 5:36:44, time: 1.046, data_time: 0.081, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 1.0150, loss: 1.0150, grad_norm: 10.9823 2020-09-14 02:08:11,372 - mmaction - INFO - Epoch [44][600/2640] lr: 1.000e-04, eta: 5:36:21, time: 0.924, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9816, loss: 0.9816, grad_norm: 10.8782 2020-09-14 02:08:32,632 - mmaction - INFO - Epoch [44][620/2640] lr: 1.000e-04, eta: 5:35:58, time: 1.058, data_time: 0.006, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 0.9967, loss: 0.9967, grad_norm: 10.5521 2020-09-14 02:08:52,107 - mmaction - INFO - Epoch [44][640/2640] lr: 1.000e-04, eta: 5:35:35, time: 0.979, data_time: 0.008, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9180, loss_cls: 0.9757, loss: 0.9757, grad_norm: 10.7243 2020-09-14 02:09:13,057 - mmaction - INFO - Epoch [44][660/2640] lr: 1.000e-04, eta: 5:35:12, time: 1.044, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0612, loss: 1.0612, grad_norm: 11.1011 2020-09-14 02:09:32,563 - mmaction - INFO - Epoch [44][680/2640] lr: 1.000e-04, eta: 5:34:49, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9326, loss: 0.9326, grad_norm: 10.1320 2020-09-14 02:09:53,645 - mmaction - INFO - Epoch [44][700/2640] lr: 1.000e-04, eta: 5:34:26, time: 1.048, data_time: 0.006, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9062, loss_cls: 1.0395, loss: 1.0395, grad_norm: 10.7459 2020-09-14 02:10:12,253 - mmaction - INFO - Epoch [44][720/2640] lr: 1.000e-04, eta: 5:34:03, time: 0.937, data_time: 0.009, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.0765, loss: 1.0765, grad_norm: 11.1049 2020-09-14 02:10:33,114 - mmaction - INFO - Epoch [44][740/2640] lr: 1.000e-04, eta: 5:33:40, time: 1.039, data_time: 0.007, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9078, loss_cls: 1.0300, loss: 1.0300, grad_norm: 10.8184 2020-09-14 02:10:52,407 - mmaction - INFO - Epoch [44][760/2640] lr: 1.000e-04, eta: 5:33:17, time: 0.969, data_time: 0.044, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0637, loss: 1.0637, grad_norm: 11.4503 2020-09-14 02:11:12,493 - mmaction - INFO - Epoch [44][780/2640] lr: 1.000e-04, eta: 5:32:54, time: 1.003, data_time: 0.150, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9031, loss_cls: 1.0555, loss: 1.0555, grad_norm: 11.2568 2020-09-14 02:11:32,295 - mmaction - INFO - Epoch [44][800/2640] lr: 1.000e-04, eta: 5:32:31, time: 0.990, data_time: 0.115, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9172, loss_cls: 0.9816, loss: 0.9816, grad_norm: 10.3055 2020-09-14 02:11:52,446 - mmaction - INFO - Epoch [44][820/2640] lr: 1.000e-04, eta: 5:32:08, time: 1.009, data_time: 0.081, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9055, loss_cls: 1.0177, loss: 1.0177, grad_norm: 11.0593 2020-09-14 02:12:13,178 - mmaction - INFO - Epoch [44][840/2640] lr: 1.000e-04, eta: 5:31:46, time: 1.036, data_time: 0.016, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9211, loss_cls: 0.9554, loss: 0.9554, grad_norm: 10.7689 2020-09-14 02:12:34,137 - mmaction - INFO - Epoch [44][860/2640] lr: 1.000e-04, eta: 5:31:23, time: 1.048, data_time: 0.003, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9554, loss: 0.9554, grad_norm: 10.4959 2020-09-14 02:12:52,465 - mmaction - INFO - Epoch [44][880/2640] lr: 1.000e-04, eta: 5:31:00, time: 0.916, data_time: 0.067, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9086, loss_cls: 1.0637, loss: 1.0637, grad_norm: 11.0901 2020-09-14 02:13:13,040 - mmaction - INFO - Epoch [44][900/2640] lr: 1.000e-04, eta: 5:30:37, time: 1.029, data_time: 0.379, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9662, loss: 0.9662, grad_norm: 10.3038 2020-09-14 02:13:33,287 - mmaction - INFO - Epoch [44][920/2640] lr: 1.000e-04, eta: 5:30:14, time: 1.008, data_time: 0.053, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9086, loss_cls: 1.0268, loss: 1.0268, grad_norm: 10.8976 2020-09-14 02:13:51,560 - mmaction - INFO - Epoch [44][940/2640] lr: 1.000e-04, eta: 5:29:51, time: 0.918, data_time: 0.012, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9094, loss_cls: 1.0140, loss: 1.0140, grad_norm: 10.9845 2020-09-14 02:14:11,648 - mmaction - INFO - Epoch [44][960/2640] lr: 1.000e-04, eta: 5:29:28, time: 1.005, data_time: 0.010, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9227, loss_cls: 0.9749, loss: 0.9749, grad_norm: 10.6193 2020-09-14 02:14:32,358 - mmaction - INFO - Epoch [44][980/2640] lr: 1.000e-04, eta: 5:29:05, time: 1.035, data_time: 0.075, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9023, loss_cls: 1.0413, loss: 1.0413, grad_norm: 10.9696 2020-09-14 02:14:53,680 - mmaction - INFO - Epoch [44][1000/2640] lr: 1.000e-04, eta: 5:28:42, time: 1.063, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 0.9933, loss: 0.9933, grad_norm: 10.3918 2020-09-14 02:15:12,444 - mmaction - INFO - Epoch [44][1020/2640] lr: 1.000e-04, eta: 5:28:19, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9963, loss: 0.9963, grad_norm: 10.9350 2020-09-14 02:15:33,436 - mmaction - INFO - Epoch [44][1040/2640] lr: 1.000e-04, eta: 5:27:56, time: 1.046, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9679, loss: 0.9679, grad_norm: 10.6698 2020-09-14 02:15:53,979 - mmaction - INFO - Epoch [44][1060/2640] lr: 1.000e-04, eta: 5:27:33, time: 1.031, data_time: 0.007, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9070, loss_cls: 0.9925, loss: 0.9925, grad_norm: 10.7055 2020-09-14 02:16:12,719 - mmaction - INFO - Epoch [44][1080/2640] lr: 1.000e-04, eta: 5:27:10, time: 0.932, data_time: 0.006, memory: 7069, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.0822, loss: 1.0822, grad_norm: 11.1039 2020-09-14 02:16:33,392 - mmaction - INFO - Epoch [44][1100/2640] lr: 1.000e-04, eta: 5:26:47, time: 1.038, data_time: 0.008, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9086, loss_cls: 0.9768, loss: 0.9768, grad_norm: 10.5844 2020-09-14 02:16:53,055 - mmaction - INFO - Epoch [44][1120/2640] lr: 1.000e-04, eta: 5:26:24, time: 0.978, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 0.9982, loss: 0.9982, grad_norm: 10.7313 2020-09-14 02:17:12,617 - mmaction - INFO - Epoch [44][1140/2640] lr: 1.000e-04, eta: 5:26:01, time: 0.983, data_time: 0.010, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9164, loss_cls: 0.9867, loss: 0.9867, grad_norm: 11.1113 2020-09-14 02:17:32,981 - mmaction - INFO - Epoch [44][1160/2640] lr: 1.000e-04, eta: 5:25:38, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0107, loss: 1.0107, grad_norm: 10.6299 2020-09-14 02:17:52,346 - mmaction - INFO - Epoch [44][1180/2640] lr: 1.000e-04, eta: 5:25:15, time: 0.968, data_time: 0.046, memory: 7069, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.9327, loss: 0.9327, grad_norm: 10.3996 2020-09-14 02:18:13,710 - mmaction - INFO - Epoch [44][1200/2640] lr: 1.000e-04, eta: 5:24:52, time: 1.068, data_time: 0.379, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.0507, loss: 1.0507, grad_norm: 11.3438 2020-09-14 02:18:34,363 - mmaction - INFO - Epoch [44][1220/2640] lr: 1.000e-04, eta: 5:24:30, time: 1.032, data_time: 0.438, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9109, loss_cls: 0.9879, loss: 0.9879, grad_norm: 10.8595 2020-09-14 02:18:54,543 - mmaction - INFO - Epoch [44][1240/2640] lr: 1.000e-04, eta: 5:24:07, time: 1.007, data_time: 0.371, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0569, loss: 1.0569, grad_norm: 11.0934 2020-09-14 02:19:13,487 - mmaction - INFO - Epoch [44][1260/2640] lr: 1.000e-04, eta: 5:23:44, time: 0.950, data_time: 0.209, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9086, loss_cls: 1.0212, loss: 1.0212, grad_norm: 11.0352 2020-09-14 02:19:34,182 - mmaction - INFO - Epoch [44][1280/2640] lr: 1.000e-04, eta: 5:23:21, time: 1.031, data_time: 0.436, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9172, loss_cls: 1.0072, loss: 1.0072, grad_norm: 10.9832 2020-09-14 02:19:54,058 - mmaction - INFO - Epoch [44][1300/2640] lr: 1.000e-04, eta: 5:22:58, time: 0.997, data_time: 0.405, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9685, loss: 0.9685, grad_norm: 10.7174 2020-09-14 02:20:14,196 - mmaction - INFO - Epoch [44][1320/2640] lr: 1.000e-04, eta: 5:22:35, time: 1.002, data_time: 0.320, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.0647, loss: 1.0647, grad_norm: 11.2213 2020-09-14 02:20:34,032 - mmaction - INFO - Epoch [44][1340/2640] lr: 1.000e-04, eta: 5:22:12, time: 0.998, data_time: 0.286, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0315, loss: 1.0315, grad_norm: 11.7512 2020-09-14 02:20:53,460 - mmaction - INFO - Epoch [44][1360/2640] lr: 1.000e-04, eta: 5:21:49, time: 0.968, data_time: 0.263, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9133, loss_cls: 1.0029, loss: 1.0029, grad_norm: 11.1355 2020-09-14 02:21:14,559 - mmaction - INFO - Epoch [44][1380/2640] lr: 1.000e-04, eta: 5:21:26, time: 1.058, data_time: 0.385, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9519, loss: 0.9519, grad_norm: 10.5983 2020-09-14 02:21:33,516 - mmaction - INFO - Epoch [44][1400/2640] lr: 1.000e-04, eta: 5:21:03, time: 0.945, data_time: 0.221, memory: 7069, top1_acc: 0.7570, top5_acc: 0.9148, loss_cls: 0.9472, loss: 0.9472, grad_norm: 10.5792 2020-09-14 02:21:53,806 - mmaction - INFO - Epoch [44][1420/2640] lr: 1.000e-04, eta: 5:20:40, time: 1.018, data_time: 0.031, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9039, loss_cls: 1.0725, loss: 1.0725, grad_norm: 11.2053 2020-09-14 02:22:14,822 - mmaction - INFO - Epoch [44][1440/2640] lr: 1.000e-04, eta: 5:20:17, time: 1.049, data_time: 0.005, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9242, loss_cls: 0.9449, loss: 0.9449, grad_norm: 10.4577 2020-09-14 02:22:35,274 - mmaction - INFO - Epoch [44][1460/2640] lr: 1.000e-04, eta: 5:19:54, time: 1.025, data_time: 0.007, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 0.9971, loss: 0.9971, grad_norm: 10.9565 2020-09-14 02:22:54,865 - mmaction - INFO - Epoch [44][1480/2640] lr: 1.000e-04, eta: 5:19:31, time: 0.977, data_time: 0.004, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9047, loss_cls: 0.9909, loss: 0.9909, grad_norm: 10.7356 2020-09-14 02:23:13,021 - mmaction - INFO - Epoch [44][1500/2640] lr: 1.000e-04, eta: 5:19:08, time: 0.910, data_time: 0.004, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9164, loss_cls: 1.0046, loss: 1.0046, grad_norm: 10.9996 2020-09-14 02:23:34,025 - mmaction - INFO - Epoch [44][1520/2640] lr: 1.000e-04, eta: 5:18:45, time: 1.046, data_time: 0.003, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.0406, loss: 1.0406, grad_norm: 10.9110 2020-09-14 02:23:54,476 - mmaction - INFO - Epoch [44][1540/2640] lr: 1.000e-04, eta: 5:18:23, time: 1.026, data_time: 0.007, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9971, loss: 0.9971, grad_norm: 10.7830 2020-09-14 02:24:14,852 - mmaction - INFO - Epoch [44][1560/2640] lr: 1.000e-04, eta: 5:18:00, time: 1.019, data_time: 0.006, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0314, loss: 1.0314, grad_norm: 10.8472 2020-09-14 02:24:33,266 - mmaction - INFO - Epoch [44][1580/2640] lr: 1.000e-04, eta: 5:17:37, time: 0.919, data_time: 0.002, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 0.9299, loss: 0.9299, grad_norm: 9.9712 2020-09-14 02:24:54,492 - mmaction - INFO - Epoch [44][1600/2640] lr: 1.000e-04, eta: 5:17:14, time: 1.057, data_time: 0.006, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9117, loss_cls: 1.0025, loss: 1.0025, grad_norm: 10.7512 2020-09-14 02:25:14,634 - mmaction - INFO - Epoch [44][1620/2640] lr: 1.000e-04, eta: 5:16:51, time: 1.011, data_time: 0.009, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9125, loss_cls: 1.0005, loss: 1.0005, grad_norm: 10.9064 2020-09-14 02:25:36,029 - mmaction - INFO - Epoch [44][1640/2640] lr: 1.000e-04, eta: 5:16:28, time: 1.070, data_time: 0.212, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9164, loss_cls: 1.0096, loss: 1.0096, grad_norm: 10.8991 2020-09-14 02:25:52,709 - mmaction - INFO - Epoch [44][1660/2640] lr: 1.000e-04, eta: 5:16:05, time: 0.832, data_time: 0.028, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0159, loss: 1.0159, grad_norm: 10.6595 2020-09-14 02:26:12,488 - mmaction - INFO - Epoch [44][1680/2640] lr: 1.000e-04, eta: 5:15:42, time: 0.992, data_time: 0.104, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0408, loss: 1.0408, grad_norm: 11.1895 2020-09-14 02:26:34,187 - mmaction - INFO - Epoch [44][1700/2640] lr: 1.000e-04, eta: 5:15:19, time: 1.079, data_time: 0.006, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 0.9429, loss: 0.9429, grad_norm: 10.5894 2020-09-14 02:26:52,842 - mmaction - INFO - Epoch [44][1720/2640] lr: 1.000e-04, eta: 5:14:56, time: 0.937, data_time: 0.010, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9023, loss_cls: 1.0371, loss: 1.0371, grad_norm: 10.6772 2020-09-14 02:27:14,380 - mmaction - INFO - Epoch [44][1740/2640] lr: 1.000e-04, eta: 5:14:33, time: 1.076, data_time: 0.016, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9172, loss_cls: 0.9472, loss: 0.9472, grad_norm: 10.7864 2020-09-14 02:27:33,949 - mmaction - INFO - Epoch [44][1760/2640] lr: 1.000e-04, eta: 5:14:10, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9876, loss: 0.9876, grad_norm: 10.6354 2020-09-14 02:27:53,897 - mmaction - INFO - Epoch [44][1780/2640] lr: 1.000e-04, eta: 5:13:47, time: 0.993, data_time: 0.006, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9117, loss_cls: 0.9778, loss: 0.9778, grad_norm: 10.5116 2020-09-14 02:28:14,243 - mmaction - INFO - Epoch [44][1800/2640] lr: 1.000e-04, eta: 5:13:25, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9511, loss: 0.9511, grad_norm: 10.4483 2020-09-14 02:28:33,931 - mmaction - INFO - Epoch [44][1820/2640] lr: 1.000e-04, eta: 5:13:02, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0121, loss: 1.0121, grad_norm: 11.3437 2020-09-14 02:28:52,398 - mmaction - INFO - Epoch [44][1840/2640] lr: 1.000e-04, eta: 5:12:38, time: 0.927, data_time: 0.007, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9203, loss_cls: 0.9526, loss: 0.9526, grad_norm: 10.7796 2020-09-14 02:29:11,557 - mmaction - INFO - Epoch [44][1860/2640] lr: 1.000e-04, eta: 5:12:15, time: 0.954, data_time: 0.007, memory: 7069, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.0791, loss: 1.0791, grad_norm: 11.2424 2020-09-14 02:29:31,941 - mmaction - INFO - Epoch [44][1880/2640] lr: 1.000e-04, eta: 5:11:53, time: 1.024, data_time: 0.007, memory: 7069, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.0776, loss: 1.0776, grad_norm: 11.2252 2020-09-14 02:29:51,702 - mmaction - INFO - Epoch [44][1900/2640] lr: 1.000e-04, eta: 5:11:30, time: 0.987, data_time: 0.005, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9250, loss_cls: 0.9308, loss: 0.9308, grad_norm: 10.5474 2020-09-14 02:30:11,161 - mmaction - INFO - Epoch [44][1920/2640] lr: 1.000e-04, eta: 5:11:07, time: 0.973, data_time: 0.006, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9617, loss: 0.9617, grad_norm: 10.7714 2020-09-14 02:30:31,300 - mmaction - INFO - Epoch [44][1940/2640] lr: 1.000e-04, eta: 5:10:44, time: 1.007, data_time: 0.003, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9062, loss_cls: 0.9825, loss: 0.9825, grad_norm: 10.8194 2020-09-14 02:30:51,791 - mmaction - INFO - Epoch [44][1960/2640] lr: 1.000e-04, eta: 5:10:21, time: 1.022, data_time: 0.006, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0353, loss: 1.0353, grad_norm: 10.9852 2020-09-14 02:31:11,614 - mmaction - INFO - Epoch [44][1980/2640] lr: 1.000e-04, eta: 5:09:58, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9133, loss_cls: 1.0136, loss: 1.0136, grad_norm: 11.0909 2020-09-14 02:31:30,600 - mmaction - INFO - Epoch [44][2000/2640] lr: 1.000e-04, eta: 5:09:35, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9133, loss_cls: 1.0088, loss: 1.0088, grad_norm: 10.8201 2020-09-14 02:31:48,702 - mmaction - INFO - Epoch [44][2020/2640] lr: 1.000e-04, eta: 5:09:12, time: 0.910, data_time: 0.013, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9258, loss_cls: 0.9548, loss: 0.9548, grad_norm: 10.7557 2020-09-14 02:32:08,851 - mmaction - INFO - Epoch [44][2040/2640] lr: 1.000e-04, eta: 5:08:49, time: 1.006, data_time: 0.006, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0512, loss: 1.0512, grad_norm: 11.0538 2020-09-14 02:32:27,937 - mmaction - INFO - Epoch [44][2060/2640] lr: 1.000e-04, eta: 5:08:26, time: 0.955, data_time: 0.004, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.0493, loss: 1.0493, grad_norm: 10.7494 2020-09-14 02:32:46,772 - mmaction - INFO - Epoch [44][2080/2640] lr: 1.000e-04, eta: 5:08:03, time: 0.936, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.0719, loss: 1.0719, grad_norm: 11.1966 2020-09-14 02:33:06,528 - mmaction - INFO - Epoch [44][2100/2640] lr: 1.000e-04, eta: 5:07:40, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9631, loss: 0.9631, grad_norm: 10.9168 2020-09-14 02:33:25,904 - mmaction - INFO - Epoch [44][2120/2640] lr: 1.000e-04, eta: 5:07:17, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9031, loss_cls: 1.0020, loss: 1.0020, grad_norm: 10.4696 2020-09-14 02:33:44,324 - mmaction - INFO - Epoch [44][2140/2640] lr: 1.000e-04, eta: 5:06:54, time: 0.921, data_time: 0.003, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0429, loss: 1.0429, grad_norm: 11.2240 2020-09-14 02:34:03,944 - mmaction - INFO - Epoch [44][2160/2640] lr: 1.000e-04, eta: 5:06:31, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9078, loss_cls: 1.0008, loss: 1.0008, grad_norm: 10.8978 2020-09-14 02:34:24,087 - mmaction - INFO - Epoch [44][2180/2640] lr: 1.000e-04, eta: 5:06:08, time: 1.009, data_time: 0.007, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0604, loss: 1.0604, grad_norm: 11.4354 2020-09-14 02:34:44,128 - mmaction - INFO - Epoch [44][2200/2640] lr: 1.000e-04, eta: 5:05:45, time: 1.002, data_time: 0.003, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9078, loss_cls: 1.0616, loss: 1.0616, grad_norm: 11.3649 2020-09-14 02:35:04,720 - mmaction - INFO - Epoch [44][2220/2640] lr: 1.000e-04, eta: 5:05:22, time: 1.029, data_time: 0.013, memory: 7069, top1_acc: 0.7039, top5_acc: 0.8992, loss_cls: 1.0850, loss: 1.0850, grad_norm: 11.2486 2020-09-14 02:35:23,522 - mmaction - INFO - Epoch [44][2240/2640] lr: 1.000e-04, eta: 5:04:59, time: 0.941, data_time: 0.003, memory: 7069, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.0796, loss: 1.0796, grad_norm: 11.0502 2020-09-14 02:35:44,939 - mmaction - INFO - Epoch [44][2260/2640] lr: 1.000e-04, eta: 5:04:36, time: 1.068, data_time: 0.007, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0033, loss: 1.0033, grad_norm: 11.0975 2020-09-14 02:36:04,906 - mmaction - INFO - Epoch [44][2280/2640] lr: 1.000e-04, eta: 5:04:14, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0135, loss: 1.0135, grad_norm: 10.8794 2020-09-14 02:36:24,958 - mmaction - INFO - Epoch [44][2300/2640] lr: 1.000e-04, eta: 5:03:51, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9039, loss_cls: 1.0261, loss: 1.0261, grad_norm: 10.6937 2020-09-14 02:36:46,260 - mmaction - INFO - Epoch [44][2320/2640] lr: 1.000e-04, eta: 5:03:28, time: 1.065, data_time: 0.005, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9062, loss_cls: 1.0373, loss: 1.0373, grad_norm: 10.8355 2020-09-14 02:37:05,436 - mmaction - INFO - Epoch [44][2340/2640] lr: 1.000e-04, eta: 5:03:05, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9187, loss_cls: 1.0465, loss: 1.0465, grad_norm: 11.4996 2020-09-14 02:37:25,644 - mmaction - INFO - Epoch [44][2360/2640] lr: 1.000e-04, eta: 5:02:42, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0274, loss: 1.0274, grad_norm: 11.0488 2020-09-14 02:37:45,041 - mmaction - INFO - Epoch [44][2380/2640] lr: 1.000e-04, eta: 5:02:19, time: 0.969, data_time: 0.006, memory: 7069, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.9767, loss: 0.9767, grad_norm: 10.7869 2020-09-14 02:38:05,337 - mmaction - INFO - Epoch [44][2400/2640] lr: 1.000e-04, eta: 5:01:56, time: 1.008, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9141, loss_cls: 1.0331, loss: 1.0331, grad_norm: 10.9814 2020-09-14 02:38:23,816 - mmaction - INFO - Epoch [44][2420/2640] lr: 1.000e-04, eta: 5:01:33, time: 0.932, data_time: 0.010, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9281, loss_cls: 0.9098, loss: 0.9098, grad_norm: 11.1430 2020-09-14 02:38:44,466 - mmaction - INFO - Epoch [44][2440/2640] lr: 1.000e-04, eta: 5:01:10, time: 1.031, data_time: 0.005, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9102, loss_cls: 0.9987, loss: 0.9987, grad_norm: 10.9280 2020-09-14 02:39:03,611 - mmaction - INFO - Epoch [44][2460/2640] lr: 1.000e-04, eta: 5:00:47, time: 0.959, data_time: 0.004, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0065, loss: 1.0065, grad_norm: 10.9602 2020-09-14 02:39:22,793 - mmaction - INFO - Epoch [44][2480/2640] lr: 1.000e-04, eta: 5:00:24, time: 0.955, data_time: 0.006, memory: 7069, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0596, loss: 1.0596, grad_norm: 10.8341 2020-09-14 02:39:42,604 - mmaction - INFO - Epoch [44][2500/2640] lr: 1.000e-04, eta: 5:00:02, time: 0.994, data_time: 0.023, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9591, loss: 0.9591, grad_norm: 11.1084 2020-09-14 02:40:02,866 - mmaction - INFO - Epoch [44][2520/2640] lr: 1.000e-04, eta: 4:59:39, time: 1.012, data_time: 0.006, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9164, loss_cls: 0.9783, loss: 0.9783, grad_norm: 10.6573 2020-09-14 02:40:22,726 - mmaction - INFO - Epoch [44][2540/2640] lr: 1.000e-04, eta: 4:59:16, time: 0.994, data_time: 0.003, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9070, loss_cls: 1.0257, loss: 1.0257, grad_norm: 10.9217 2020-09-14 02:40:42,939 - mmaction - INFO - Epoch [44][2560/2640] lr: 1.000e-04, eta: 4:58:53, time: 1.009, data_time: 0.006, memory: 7069, top1_acc: 0.7055, top5_acc: 0.8961, loss_cls: 1.1483, loss: 1.1483, grad_norm: 11.3178 2020-09-14 02:41:01,782 - mmaction - INFO - Epoch [44][2580/2640] lr: 1.000e-04, eta: 4:58:30, time: 0.943, data_time: 0.008, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0335, loss: 1.0335, grad_norm: 10.7378 2020-09-14 02:41:22,975 - mmaction - INFO - Epoch [44][2600/2640] lr: 1.000e-04, eta: 4:58:07, time: 1.057, data_time: 0.007, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9117, loss_cls: 0.9573, loss: 0.9573, grad_norm: 10.3417 2020-09-14 02:41:42,507 - mmaction - INFO - Epoch [44][2620/2640] lr: 1.000e-04, eta: 4:57:44, time: 0.981, data_time: 0.008, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9008, loss_cls: 1.0510, loss: 1.0510, grad_norm: 10.9613 2020-09-14 02:41:58,330 - mmaction - INFO - Epoch [44][2640/2640] lr: 1.000e-04, eta: 4:57:21, time: 0.789, data_time: 0.007, memory: 7069, top1_acc: 0.7306, top5_acc: 0.9194, loss_cls: 1.0070, loss: 1.0070, grad_norm: 11.2183 2020-09-14 02:42:15,155 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-09-14 02:48:50,422 - mmaction - INFO - Epoch [45][20/2640] lr: 1.000e-04, eta: 4:57:49, time: 19.720, data_time: 18.730, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9738, loss: 0.9738, grad_norm: 10.7701 2020-09-14 02:49:10,660 - mmaction - INFO - Epoch [45][40/2640] lr: 1.000e-04, eta: 4:57:26, time: 1.016, data_time: 0.019, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9164, loss_cls: 0.9912, loss: 0.9912, grad_norm: 11.2868 2020-09-14 02:49:32,424 - mmaction - INFO - Epoch [45][60/2640] lr: 1.000e-04, eta: 4:57:03, time: 1.094, data_time: 0.015, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 0.9806, loss: 0.9806, grad_norm: 10.8380 2020-09-14 02:49:51,555 - mmaction - INFO - Epoch [45][80/2640] lr: 1.000e-04, eta: 4:56:40, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9008, loss_cls: 0.9883, loss: 0.9883, grad_norm: 10.5993 2020-09-14 02:50:12,256 - mmaction - INFO - Epoch [45][100/2640] lr: 1.000e-04, eta: 4:56:17, time: 1.032, data_time: 0.004, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9125, loss_cls: 0.9945, loss: 0.9945, grad_norm: 10.7497 2020-09-14 02:50:32,968 - mmaction - INFO - Epoch [45][120/2640] lr: 1.000e-04, eta: 4:55:55, time: 1.040, data_time: 0.007, memory: 7069, top1_acc: 0.7109, top5_acc: 0.9031, loss_cls: 1.0661, loss: 1.0661, grad_norm: 11.2700 2020-09-14 02:50:53,600 - mmaction - INFO - Epoch [45][140/2640] lr: 1.000e-04, eta: 4:55:32, time: 1.031, data_time: 0.008, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9102, loss_cls: 1.0392, loss: 1.0392, grad_norm: 10.8519 2020-09-14 02:51:12,171 - mmaction - INFO - Epoch [45][160/2640] lr: 1.000e-04, eta: 4:55:09, time: 0.929, data_time: 0.003, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9203, loss_cls: 0.9884, loss: 0.9884, grad_norm: 11.0201 2020-09-14 02:51:32,754 - mmaction - INFO - Epoch [45][180/2640] lr: 1.000e-04, eta: 4:54:46, time: 1.029, data_time: 0.007, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9148, loss_cls: 1.0159, loss: 1.0159, grad_norm: 10.8790 2020-09-14 02:51:51,931 - mmaction - INFO - Epoch [45][200/2640] lr: 1.000e-04, eta: 4:54:23, time: 0.959, data_time: 0.081, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 1.0127, loss: 1.0127, grad_norm: 11.0272 2020-09-14 02:52:11,092 - mmaction - INFO - Epoch [45][220/2640] lr: 1.000e-04, eta: 4:54:00, time: 0.956, data_time: 0.013, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9273, loss_cls: 0.9189, loss: 0.9189, grad_norm: 10.9393 2020-09-14 02:52:32,970 - mmaction - INFO - Epoch [45][240/2640] lr: 1.000e-04, eta: 4:53:37, time: 1.096, data_time: 0.272, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0561, loss: 1.0561, grad_norm: 11.1519 2020-09-14 02:52:52,291 - mmaction - INFO - Epoch [45][260/2640] lr: 1.000e-04, eta: 4:53:14, time: 0.963, data_time: 0.319, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0398, loss: 1.0398, grad_norm: 10.9429 2020-09-14 02:53:12,913 - mmaction - INFO - Epoch [45][280/2640] lr: 1.000e-04, eta: 4:52:51, time: 1.035, data_time: 0.445, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 0.9798, loss: 0.9798, grad_norm: 11.0648 2020-09-14 02:53:32,388 - mmaction - INFO - Epoch [45][300/2640] lr: 1.000e-04, eta: 4:52:28, time: 0.969, data_time: 0.382, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0344, loss: 1.0344, grad_norm: 11.1958 2020-09-14 02:53:51,824 - mmaction - INFO - Epoch [45][320/2640] lr: 1.000e-04, eta: 4:52:05, time: 0.977, data_time: 0.364, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9125, loss_cls: 1.0259, loss: 1.0259, grad_norm: 11.2844 2020-09-14 02:54:12,758 - mmaction - INFO - Epoch [45][340/2640] lr: 1.000e-04, eta: 4:51:42, time: 1.042, data_time: 0.253, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9148, loss_cls: 1.0322, loss: 1.0322, grad_norm: 11.3497 2020-09-14 02:54:32,905 - mmaction - INFO - Epoch [45][360/2640] lr: 1.000e-04, eta: 4:51:19, time: 1.011, data_time: 0.018, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9203, loss_cls: 0.9402, loss: 0.9402, grad_norm: 10.6694 2020-09-14 02:54:52,284 - mmaction - INFO - Epoch [45][380/2640] lr: 1.000e-04, eta: 4:50:56, time: 0.966, data_time: 0.004, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0476, loss: 1.0476, grad_norm: 11.2856 2020-09-14 02:55:11,115 - mmaction - INFO - Epoch [45][400/2640] lr: 1.000e-04, eta: 4:50:33, time: 0.945, data_time: 0.011, memory: 7069, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.0353, loss: 1.0353, grad_norm: 11.0036 2020-09-14 02:55:31,457 - mmaction - INFO - Epoch [45][420/2640] lr: 1.000e-04, eta: 4:50:10, time: 1.016, data_time: 0.123, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9148, loss_cls: 0.9787, loss: 0.9787, grad_norm: 10.6272 2020-09-14 02:55:52,195 - mmaction - INFO - Epoch [45][440/2640] lr: 1.000e-04, eta: 4:49:48, time: 1.038, data_time: 0.426, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9203, loss_cls: 0.9930, loss: 0.9930, grad_norm: 10.5796 2020-09-14 02:56:11,260 - mmaction - INFO - Epoch [45][460/2640] lr: 1.000e-04, eta: 4:49:25, time: 0.953, data_time: 0.354, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9164, loss_cls: 1.0374, loss: 1.0374, grad_norm: 11.2096 2020-09-14 02:56:30,920 - mmaction - INFO - Epoch [45][480/2640] lr: 1.000e-04, eta: 4:49:02, time: 0.981, data_time: 0.229, memory: 7069, top1_acc: 0.7141, top5_acc: 0.9094, loss_cls: 1.0752, loss: 1.0752, grad_norm: 11.5119 2020-09-14 02:56:50,327 - mmaction - INFO - Epoch [45][500/2640] lr: 1.000e-04, eta: 4:48:39, time: 0.967, data_time: 0.210, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9700, loss: 0.9700, grad_norm: 10.3273 2020-09-14 02:57:10,140 - mmaction - INFO - Epoch [45][520/2640] lr: 1.000e-04, eta: 4:48:16, time: 0.997, data_time: 0.068, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9031, loss_cls: 1.0138, loss: 1.0138, grad_norm: 10.7749 2020-09-14 02:57:29,916 - mmaction - INFO - Epoch [45][540/2640] lr: 1.000e-04, eta: 4:47:53, time: 0.985, data_time: 0.016, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9031, loss_cls: 1.0106, loss: 1.0106, grad_norm: 10.8970 2020-09-14 02:57:48,918 - mmaction - INFO - Epoch [45][560/2640] lr: 1.000e-04, eta: 4:47:30, time: 0.953, data_time: 0.009, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9141, loss_cls: 0.9895, loss: 0.9895, grad_norm: 11.0248 2020-09-14 02:58:09,104 - mmaction - INFO - Epoch [45][580/2640] lr: 1.000e-04, eta: 4:47:07, time: 1.006, data_time: 0.006, memory: 7069, top1_acc: 0.7570, top5_acc: 0.9055, loss_cls: 0.9687, loss: 0.9687, grad_norm: 10.4661 2020-09-14 02:58:30,051 - mmaction - INFO - Epoch [45][600/2640] lr: 1.000e-04, eta: 4:46:44, time: 1.051, data_time: 0.009, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9320, loss_cls: 0.9340, loss: 0.9340, grad_norm: 10.5883 2020-09-14 02:58:50,422 - mmaction - INFO - Epoch [45][620/2640] lr: 1.000e-04, eta: 4:46:21, time: 1.017, data_time: 0.249, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0410, loss: 1.0410, grad_norm: 11.0910 2020-09-14 02:59:11,750 - mmaction - INFO - Epoch [45][640/2640] lr: 1.000e-04, eta: 4:45:58, time: 1.067, data_time: 0.465, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0271, loss: 1.0271, grad_norm: 11.0344 2020-09-14 02:59:30,905 - mmaction - INFO - Epoch [45][660/2640] lr: 1.000e-04, eta: 4:45:35, time: 0.955, data_time: 0.367, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9776, loss: 0.9776, grad_norm: 10.6007 2020-09-14 02:59:50,894 - mmaction - INFO - Epoch [45][680/2640] lr: 1.000e-04, eta: 4:45:12, time: 1.002, data_time: 0.416, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0565, loss: 1.0565, grad_norm: 11.0090 2020-09-14 03:00:11,065 - mmaction - INFO - Epoch [45][700/2640] lr: 1.000e-04, eta: 4:44:49, time: 0.990, data_time: 0.248, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9102, loss_cls: 1.0117, loss: 1.0117, grad_norm: 11.0632 2020-09-14 03:00:29,958 - mmaction - INFO - Epoch [45][720/2640] lr: 1.000e-04, eta: 4:44:26, time: 0.964, data_time: 0.039, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9195, loss_cls: 0.9896, loss: 0.9896, grad_norm: 10.4872 2020-09-14 03:00:53,706 - mmaction - INFO - Epoch [45][740/2640] lr: 1.000e-04, eta: 4:44:04, time: 1.160, data_time: 0.104, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 0.9980, loss: 0.9980, grad_norm: 10.9495 2020-09-14 03:01:13,420 - mmaction - INFO - Epoch [45][760/2640] lr: 1.000e-04, eta: 4:43:41, time: 1.012, data_time: 0.204, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9180, loss_cls: 0.9668, loss: 0.9668, grad_norm: 10.8784 2020-09-14 03:01:32,759 - mmaction - INFO - Epoch [45][780/2640] lr: 1.000e-04, eta: 4:43:18, time: 0.962, data_time: 0.016, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9344, loss_cls: 0.9207, loss: 0.9207, grad_norm: 10.9135 2020-09-14 03:01:52,517 - mmaction - INFO - Epoch [45][800/2640] lr: 1.000e-04, eta: 4:42:55, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9266, loss_cls: 0.9367, loss: 0.9367, grad_norm: 10.4836 2020-09-14 03:02:11,988 - mmaction - INFO - Epoch [45][820/2640] lr: 1.000e-04, eta: 4:42:32, time: 0.974, data_time: 0.111, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9102, loss_cls: 1.0517, loss: 1.0517, grad_norm: 11.1538 2020-09-14 03:02:32,133 - mmaction - INFO - Epoch [45][840/2640] lr: 1.000e-04, eta: 4:42:09, time: 1.003, data_time: 0.020, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0188, loss: 1.0188, grad_norm: 11.0506 2020-09-14 03:02:51,447 - mmaction - INFO - Epoch [45][860/2640] lr: 1.000e-04, eta: 4:41:46, time: 0.969, data_time: 0.008, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9156, loss_cls: 0.9937, loss: 0.9937, grad_norm: 10.8068 2020-09-14 03:03:11,550 - mmaction - INFO - Epoch [45][880/2640] lr: 1.000e-04, eta: 4:41:23, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9219, loss_cls: 0.9778, loss: 0.9778, grad_norm: 10.9595 2020-09-14 03:03:32,156 - mmaction - INFO - Epoch [45][900/2640] lr: 1.000e-04, eta: 4:41:01, time: 1.035, data_time: 0.010, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9203, loss_cls: 0.9629, loss: 0.9629, grad_norm: 10.8209 2020-09-14 03:03:51,650 - mmaction - INFO - Epoch [45][920/2640] lr: 1.000e-04, eta: 4:40:38, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9211, loss_cls: 1.0040, loss: 1.0040, grad_norm: 11.0549 2020-09-14 03:04:11,340 - mmaction - INFO - Epoch [45][940/2640] lr: 1.000e-04, eta: 4:40:15, time: 0.991, data_time: 0.009, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9195, loss_cls: 0.9596, loss: 0.9596, grad_norm: 10.9522 2020-09-14 03:04:30,736 - mmaction - INFO - Epoch [45][960/2640] lr: 1.000e-04, eta: 4:39:52, time: 0.969, data_time: 0.002, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0208, loss: 1.0208, grad_norm: 11.1319 2020-09-14 03:04:49,732 - mmaction - INFO - Epoch [45][980/2640] lr: 1.000e-04, eta: 4:39:29, time: 0.950, data_time: 0.008, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0309, loss: 1.0309, grad_norm: 10.9291 2020-09-14 03:05:10,793 - mmaction - INFO - Epoch [45][1000/2640] lr: 1.000e-04, eta: 4:39:06, time: 1.052, data_time: 0.006, memory: 7069, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0391, loss: 1.0391, grad_norm: 10.9744 2020-09-14 03:05:30,441 - mmaction - INFO - Epoch [45][1020/2640] lr: 1.000e-04, eta: 4:38:43, time: 0.984, data_time: 0.011, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0370, loss: 1.0370, grad_norm: 11.2416 2020-09-14 03:05:50,323 - mmaction - INFO - Epoch [45][1040/2640] lr: 1.000e-04, eta: 4:38:20, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.0798, loss: 1.0798, grad_norm: 11.1143 2020-09-14 03:06:08,347 - mmaction - INFO - Epoch [45][1060/2640] lr: 1.000e-04, eta: 4:37:57, time: 0.895, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0004, loss: 1.0004, grad_norm: 10.9904 2020-09-14 03:06:27,508 - mmaction - INFO - Epoch [45][1080/2640] lr: 1.000e-04, eta: 4:37:34, time: 0.964, data_time: 0.011, memory: 7069, top1_acc: 0.7234, top5_acc: 0.8984, loss_cls: 1.0487, loss: 1.0487, grad_norm: 11.2415 2020-09-14 03:06:45,804 - mmaction - INFO - Epoch [45][1100/2640] lr: 1.000e-04, eta: 4:37:11, time: 0.915, data_time: 0.044, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0019, loss: 1.0019, grad_norm: 10.9397 2020-09-14 03:07:05,757 - mmaction - INFO - Epoch [45][1120/2640] lr: 1.000e-04, eta: 4:36:48, time: 0.997, data_time: 0.085, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9047, loss_cls: 1.0499, loss: 1.0499, grad_norm: 11.4769 2020-09-14 03:07:25,667 - mmaction - INFO - Epoch [45][1140/2640] lr: 1.000e-04, eta: 4:36:25, time: 0.995, data_time: 0.266, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9117, loss_cls: 1.0111, loss: 1.0111, grad_norm: 11.1746 2020-09-14 03:07:45,989 - mmaction - INFO - Epoch [45][1160/2640] lr: 1.000e-04, eta: 4:36:02, time: 1.019, data_time: 0.411, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0097, loss: 1.0097, grad_norm: 11.0135 2020-09-14 03:08:06,070 - mmaction - INFO - Epoch [45][1180/2640] lr: 1.000e-04, eta: 4:35:39, time: 0.999, data_time: 0.416, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0062, loss: 1.0062, grad_norm: 10.7499 2020-09-14 03:08:25,436 - mmaction - INFO - Epoch [45][1200/2640] lr: 1.000e-04, eta: 4:35:16, time: 0.973, data_time: 0.297, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9102, loss_cls: 1.0189, loss: 1.0189, grad_norm: 11.1086 2020-09-14 03:08:45,689 - mmaction - INFO - Epoch [45][1220/2640] lr: 1.000e-04, eta: 4:34:54, time: 1.008, data_time: 0.406, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9055, loss_cls: 1.0336, loss: 1.0336, grad_norm: 10.6653 2020-09-14 03:09:04,799 - mmaction - INFO - Epoch [45][1240/2640] lr: 1.000e-04, eta: 4:34:31, time: 0.959, data_time: 0.369, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.0634, loss: 1.0634, grad_norm: 11.1264 2020-09-14 03:09:23,879 - mmaction - INFO - Epoch [45][1260/2640] lr: 1.000e-04, eta: 4:34:08, time: 0.953, data_time: 0.361, memory: 7069, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0695, loss: 1.0695, grad_norm: 10.8770 2020-09-14 03:09:42,282 - mmaction - INFO - Epoch [45][1280/2640] lr: 1.000e-04, eta: 4:33:44, time: 0.923, data_time: 0.327, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9818, loss: 0.9818, grad_norm: 10.7262 2020-09-14 03:10:01,856 - mmaction - INFO - Epoch [45][1300/2640] lr: 1.000e-04, eta: 4:33:22, time: 0.977, data_time: 0.160, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 0.9939, loss: 0.9939, grad_norm: 10.7177 2020-09-14 03:10:21,199 - mmaction - INFO - Epoch [45][1320/2640] lr: 1.000e-04, eta: 4:32:59, time: 0.969, data_time: 0.220, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0391, loss: 1.0391, grad_norm: 11.3185 2020-09-14 03:10:40,326 - mmaction - INFO - Epoch [45][1340/2640] lr: 1.000e-04, eta: 4:32:36, time: 0.951, data_time: 0.083, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9438, loss: 0.9438, grad_norm: 10.8331 2020-09-14 03:11:00,692 - mmaction - INFO - Epoch [45][1360/2640] lr: 1.000e-04, eta: 4:32:13, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.0539, loss: 1.0539, grad_norm: 11.2350 2020-09-14 03:11:19,549 - mmaction - INFO - Epoch [45][1380/2640] lr: 1.000e-04, eta: 4:31:50, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.7125, top5_acc: 0.9211, loss_cls: 1.0320, loss: 1.0320, grad_norm: 11.3420 2020-09-14 03:11:38,763 - mmaction - INFO - Epoch [45][1400/2640] lr: 1.000e-04, eta: 4:31:27, time: 0.965, data_time: 0.008, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9094, loss_cls: 0.9809, loss: 0.9809, grad_norm: 10.6843 2020-09-14 03:11:59,082 - mmaction - INFO - Epoch [45][1420/2640] lr: 1.000e-04, eta: 4:31:04, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 0.9779, loss: 0.9779, grad_norm: 10.7166 2020-09-14 03:12:16,773 - mmaction - INFO - Epoch [45][1440/2640] lr: 1.000e-04, eta: 4:30:41, time: 0.891, data_time: 0.009, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9180, loss_cls: 1.0221, loss: 1.0221, grad_norm: 11.3317 2020-09-14 03:12:37,478 - mmaction - INFO - Epoch [45][1460/2640] lr: 1.000e-04, eta: 4:30:18, time: 1.033, data_time: 0.002, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9211, loss_cls: 0.9493, loss: 0.9493, grad_norm: 10.5591 2020-09-14 03:12:57,501 - mmaction - INFO - Epoch [45][1480/2640] lr: 1.000e-04, eta: 4:29:55, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9227, loss_cls: 0.9686, loss: 0.9686, grad_norm: 10.7216 2020-09-14 03:13:16,752 - mmaction - INFO - Epoch [45][1500/2640] lr: 1.000e-04, eta: 4:29:32, time: 0.963, data_time: 0.009, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0425, loss: 1.0425, grad_norm: 11.5467 2020-09-14 03:13:35,817 - mmaction - INFO - Epoch [45][1520/2640] lr: 1.000e-04, eta: 4:29:09, time: 0.948, data_time: 0.035, memory: 7069, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0231, loss: 1.0231, grad_norm: 10.8713 2020-09-14 03:13:55,073 - mmaction - INFO - Epoch [45][1540/2640] lr: 1.000e-04, eta: 4:28:46, time: 0.968, data_time: 0.190, memory: 7069, top1_acc: 0.7055, top5_acc: 0.9008, loss_cls: 1.0967, loss: 1.0967, grad_norm: 11.3453 2020-09-14 03:14:16,488 - mmaction - INFO - Epoch [45][1560/2640] lr: 1.000e-04, eta: 4:28:24, time: 1.072, data_time: 0.076, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9722, loss: 0.9722, grad_norm: 10.9757 2020-09-14 03:14:35,088 - mmaction - INFO - Epoch [45][1580/2640] lr: 1.000e-04, eta: 4:28:00, time: 0.930, data_time: 0.003, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 1.0533, loss: 1.0533, grad_norm: 11.3453 2020-09-14 03:14:53,271 - mmaction - INFO - Epoch [45][1600/2640] lr: 1.000e-04, eta: 4:27:37, time: 0.905, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.0574, loss: 1.0574, grad_norm: 11.2532 2020-09-14 03:15:12,370 - mmaction - INFO - Epoch [45][1620/2640] lr: 1.000e-04, eta: 4:27:14, time: 0.958, data_time: 0.174, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9109, loss_cls: 1.0368, loss: 1.0368, grad_norm: 11.2161 2020-09-14 03:15:33,114 - mmaction - INFO - Epoch [45][1640/2640] lr: 1.000e-04, eta: 4:26:52, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9062, loss_cls: 1.0359, loss: 1.0359, grad_norm: 10.8195 2020-09-14 03:15:53,453 - mmaction - INFO - Epoch [45][1660/2640] lr: 1.000e-04, eta: 4:26:29, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9086, loss_cls: 1.0265, loss: 1.0265, grad_norm: 11.4823 2020-09-14 03:16:13,089 - mmaction - INFO - Epoch [45][1680/2640] lr: 1.000e-04, eta: 4:26:06, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 1.0194, loss: 1.0194, grad_norm: 10.8776 2020-09-14 03:16:31,739 - mmaction - INFO - Epoch [45][1700/2640] lr: 1.000e-04, eta: 4:25:43, time: 0.939, data_time: 0.009, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0217, loss: 1.0217, grad_norm: 11.2247 2020-09-14 03:16:52,651 - mmaction - INFO - Epoch [45][1720/2640] lr: 1.000e-04, eta: 4:25:20, time: 1.045, data_time: 0.005, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9195, loss_cls: 1.0100, loss: 1.0100, grad_norm: 11.1361 2020-09-14 03:17:11,282 - mmaction - INFO - Epoch [45][1740/2640] lr: 1.000e-04, eta: 4:24:57, time: 0.931, data_time: 0.003, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0178, loss: 1.0178, grad_norm: 10.8970 2020-09-14 03:17:30,158 - mmaction - INFO - Epoch [45][1760/2640] lr: 1.000e-04, eta: 4:24:34, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9055, loss_cls: 1.0284, loss: 1.0284, grad_norm: 10.9653 2020-09-14 03:17:49,222 - mmaction - INFO - Epoch [45][1780/2640] lr: 1.000e-04, eta: 4:24:11, time: 0.955, data_time: 0.121, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0450, loss: 1.0450, grad_norm: 11.4045 2020-09-14 03:18:08,037 - mmaction - INFO - Epoch [45][1800/2640] lr: 1.000e-04, eta: 4:23:48, time: 0.936, data_time: 0.065, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9094, loss_cls: 0.9752, loss: 0.9752, grad_norm: 10.5907 2020-09-14 03:18:29,565 - mmaction - INFO - Epoch [45][1820/2640] lr: 1.000e-04, eta: 4:23:26, time: 1.082, data_time: 0.135, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9078, loss_cls: 1.0152, loss: 1.0152, grad_norm: 11.0296 2020-09-14 03:18:46,893 - mmaction - INFO - Epoch [45][1840/2640] lr: 1.000e-04, eta: 4:23:02, time: 0.861, data_time: 0.005, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9227, loss_cls: 0.9664, loss: 0.9664, grad_norm: 10.9455 2020-09-14 03:19:06,203 - mmaction - INFO - Epoch [45][1860/2640] lr: 1.000e-04, eta: 4:22:39, time: 0.970, data_time: 0.022, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9974, loss: 0.9974, grad_norm: 10.9604 2020-09-14 03:19:26,837 - mmaction - INFO - Epoch [45][1880/2640] lr: 1.000e-04, eta: 4:22:17, time: 1.031, data_time: 0.006, memory: 7069, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0596, loss: 1.0596, grad_norm: 11.1603 2020-09-14 03:19:46,774 - mmaction - INFO - Epoch [45][1900/2640] lr: 1.000e-04, eta: 4:21:54, time: 0.996, data_time: 0.003, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 0.9900, loss: 0.9900, grad_norm: 10.6779 2020-09-14 03:20:05,305 - mmaction - INFO - Epoch [45][1920/2640] lr: 1.000e-04, eta: 4:21:31, time: 0.928, data_time: 0.008, memory: 7069, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.0646, loss: 1.0646, grad_norm: 11.3126 2020-09-14 03:20:25,218 - mmaction - INFO - Epoch [45][1940/2640] lr: 1.000e-04, eta: 4:21:08, time: 0.996, data_time: 0.021, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 0.9720, loss: 0.9720, grad_norm: 10.7824 2020-09-14 03:20:45,230 - mmaction - INFO - Epoch [45][1960/2640] lr: 1.000e-04, eta: 4:20:45, time: 1.000, data_time: 0.017, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9164, loss_cls: 0.9466, loss: 0.9466, grad_norm: 10.8136 2020-09-14 03:21:05,704 - mmaction - INFO - Epoch [45][1980/2640] lr: 1.000e-04, eta: 4:20:22, time: 1.019, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 1.0336, loss: 1.0336, grad_norm: 11.1543 2020-09-14 03:21:24,689 - mmaction - INFO - Epoch [45][2000/2640] lr: 1.000e-04, eta: 4:19:59, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0105, loss: 1.0105, grad_norm: 10.9020 2020-09-14 03:21:43,594 - mmaction - INFO - Epoch [45][2020/2640] lr: 1.000e-04, eta: 4:19:36, time: 0.938, data_time: 0.007, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9148, loss_cls: 1.0125, loss: 1.0125, grad_norm: 10.7795 2020-09-14 03:22:02,483 - mmaction - INFO - Epoch [45][2040/2640] lr: 1.000e-04, eta: 4:19:13, time: 0.952, data_time: 0.010, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9062, loss_cls: 1.0444, loss: 1.0444, grad_norm: 11.1323 2020-09-14 03:22:22,901 - mmaction - INFO - Epoch [45][2060/2640] lr: 1.000e-04, eta: 4:18:51, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0253, loss: 1.0253, grad_norm: 11.3729 2020-09-14 03:22:42,355 - mmaction - INFO - Epoch [45][2080/2640] lr: 1.000e-04, eta: 4:18:28, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 0.9812, loss: 0.9812, grad_norm: 10.6986 2020-09-14 03:23:00,732 - mmaction - INFO - Epoch [45][2100/2640] lr: 1.000e-04, eta: 4:18:05, time: 0.919, data_time: 0.006, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9086, loss_cls: 1.0169, loss: 1.0169, grad_norm: 11.0254 2020-09-14 03:23:19,694 - mmaction - INFO - Epoch [45][2120/2640] lr: 1.000e-04, eta: 4:17:42, time: 0.949, data_time: 0.003, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9086, loss_cls: 1.0173, loss: 1.0173, grad_norm: 11.0788 2020-09-14 03:23:40,396 - mmaction - INFO - Epoch [45][2140/2640] lr: 1.000e-04, eta: 4:17:19, time: 1.029, data_time: 0.004, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0258, loss: 1.0258, grad_norm: 11.0539 2020-09-14 03:23:58,679 - mmaction - INFO - Epoch [45][2160/2640] lr: 1.000e-04, eta: 4:16:56, time: 0.919, data_time: 0.010, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 0.9853, loss: 0.9853, grad_norm: 11.1494 2020-09-14 03:24:18,897 - mmaction - INFO - Epoch [45][2180/2640] lr: 1.000e-04, eta: 4:16:33, time: 1.011, data_time: 0.003, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9187, loss_cls: 0.9576, loss: 0.9576, grad_norm: 10.8633 2020-09-14 03:24:37,582 - mmaction - INFO - Epoch [45][2200/2640] lr: 1.000e-04, eta: 4:16:10, time: 0.933, data_time: 0.002, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 0.9824, loss: 0.9824, grad_norm: 10.6991 2020-09-14 03:24:57,706 - mmaction - INFO - Epoch [45][2220/2640] lr: 1.000e-04, eta: 4:15:47, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9211, loss_cls: 0.9773, loss: 0.9773, grad_norm: 10.8364 2020-09-14 03:25:16,501 - mmaction - INFO - Epoch [45][2240/2640] lr: 1.000e-04, eta: 4:15:24, time: 0.939, data_time: 0.003, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9117, loss_cls: 1.0184, loss: 1.0184, grad_norm: 11.0440 2020-09-14 03:25:36,227 - mmaction - INFO - Epoch [45][2260/2640] lr: 1.000e-04, eta: 4:15:02, time: 0.986, data_time: 0.006, memory: 7069, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0463, loss: 1.0463, grad_norm: 10.9074 2020-09-14 03:25:56,228 - mmaction - INFO - Epoch [45][2280/2640] lr: 1.000e-04, eta: 4:14:39, time: 1.001, data_time: 0.004, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9180, loss_cls: 0.9728, loss: 0.9728, grad_norm: 10.5145 2020-09-14 03:26:14,683 - mmaction - INFO - Epoch [45][2300/2640] lr: 1.000e-04, eta: 4:14:16, time: 0.917, data_time: 0.005, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 0.9944, loss: 0.9944, grad_norm: 10.9193 2020-09-14 03:26:35,047 - mmaction - INFO - Epoch [45][2320/2640] lr: 1.000e-04, eta: 4:13:53, time: 1.023, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9109, loss_cls: 0.9829, loss: 0.9829, grad_norm: 10.8203 2020-09-14 03:26:53,966 - mmaction - INFO - Epoch [45][2340/2640] lr: 1.000e-04, eta: 4:13:30, time: 0.942, data_time: 0.006, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9133, loss_cls: 0.9921, loss: 0.9921, grad_norm: 11.1204 2020-09-14 03:27:14,001 - mmaction - INFO - Epoch [45][2360/2640] lr: 1.000e-04, eta: 4:13:07, time: 1.007, data_time: 0.009, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 0.9944, loss: 0.9944, grad_norm: 10.7351 2020-09-14 03:27:33,195 - mmaction - INFO - Epoch [45][2380/2640] lr: 1.000e-04, eta: 4:12:44, time: 0.957, data_time: 0.006, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9489, loss: 0.9489, grad_norm: 10.4741 2020-09-14 03:27:52,524 - mmaction - INFO - Epoch [45][2400/2640] lr: 1.000e-04, eta: 4:12:21, time: 0.969, data_time: 0.007, memory: 7069, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.9221, loss: 0.9221, grad_norm: 10.5101 2020-09-14 03:28:13,075 - mmaction - INFO - Epoch [45][2420/2640] lr: 1.000e-04, eta: 4:11:59, time: 1.023, data_time: 0.006, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9070, loss_cls: 1.0461, loss: 1.0461, grad_norm: 11.0907 2020-09-14 03:28:31,729 - mmaction - INFO - Epoch [45][2440/2640] lr: 1.000e-04, eta: 4:11:36, time: 0.937, data_time: 0.008, memory: 7069, top1_acc: 0.7750, top5_acc: 0.9195, loss_cls: 0.9025, loss: 0.9025, grad_norm: 10.4416 2020-09-14 03:28:52,627 - mmaction - INFO - Epoch [45][2460/2640] lr: 1.000e-04, eta: 4:11:13, time: 1.044, data_time: 0.007, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9258, loss_cls: 0.9532, loss: 0.9532, grad_norm: 10.7768 2020-09-14 03:29:12,530 - mmaction - INFO - Epoch [45][2480/2640] lr: 1.000e-04, eta: 4:10:50, time: 0.996, data_time: 0.004, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 0.9969, loss: 0.9969, grad_norm: 11.1451 2020-09-14 03:29:31,325 - mmaction - INFO - Epoch [45][2500/2640] lr: 1.000e-04, eta: 4:10:27, time: 0.940, data_time: 0.006, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.0914, loss: 1.0914, grad_norm: 11.2726 2020-09-14 03:29:50,473 - mmaction - INFO - Epoch [45][2520/2640] lr: 1.000e-04, eta: 4:10:04, time: 0.957, data_time: 0.003, memory: 7069, top1_acc: 0.7055, top5_acc: 0.9062, loss_cls: 1.0875, loss: 1.0875, grad_norm: 11.0343 2020-09-14 03:30:10,977 - mmaction - INFO - Epoch [45][2540/2640] lr: 1.000e-04, eta: 4:09:41, time: 1.025, data_time: 0.007, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0220, loss: 1.0220, grad_norm: 10.8616 2020-09-14 03:30:30,518 - mmaction - INFO - Epoch [45][2560/2640] lr: 1.000e-04, eta: 4:09:19, time: 0.977, data_time: 0.003, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9047, loss_cls: 1.0389, loss: 1.0389, grad_norm: 11.2756 2020-09-14 03:30:50,028 - mmaction - INFO - Epoch [45][2580/2640] lr: 1.000e-04, eta: 4:08:56, time: 0.976, data_time: 0.024, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 0.9709, loss: 0.9709, grad_norm: 10.7843 2020-09-14 03:31:09,949 - mmaction - INFO - Epoch [45][2600/2640] lr: 1.000e-04, eta: 4:08:33, time: 0.997, data_time: 0.063, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9047, loss_cls: 0.9764, loss: 0.9764, grad_norm: 10.6954 2020-09-14 03:31:29,858 - mmaction - INFO - Epoch [45][2620/2640] lr: 1.000e-04, eta: 4:08:10, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9433, loss: 0.9433, grad_norm: 10.5700 2020-09-14 03:31:47,480 - mmaction - INFO - Epoch [45][2640/2640] lr: 1.000e-04, eta: 4:07:47, time: 0.882, data_time: 0.004, memory: 7069, top1_acc: 0.7468, top5_acc: 0.9242, loss_cls: 0.9558, loss: 0.9558, grad_norm: 11.3104 2020-09-14 03:32:04,579 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-09-14 03:38:32,245 - mmaction - INFO - Epoch [46][20/2640] lr: 1.000e-04, eta: 4:08:05, time: 19.286, data_time: 18.321, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0508, loss: 1.0508, grad_norm: 11.1583 2020-09-14 03:38:53,880 - mmaction - INFO - Epoch [46][40/2640] lr: 1.000e-04, eta: 4:07:42, time: 1.090, data_time: 0.024, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9203, loss_cls: 1.0113, loss: 1.0113, grad_norm: 11.3316 2020-09-14 03:39:14,158 - mmaction - INFO - Epoch [46][60/2640] lr: 1.000e-04, eta: 4:07:19, time: 1.020, data_time: 0.009, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0231, loss: 1.0231, grad_norm: 10.9730 2020-09-14 03:39:31,871 - mmaction - INFO - Epoch [46][80/2640] lr: 1.000e-04, eta: 4:06:56, time: 0.880, data_time: 0.006, memory: 7069, top1_acc: 0.7664, top5_acc: 0.9273, loss_cls: 0.9132, loss: 0.9132, grad_norm: 10.3325 2020-09-14 03:39:50,447 - mmaction - INFO - Epoch [46][100/2640] lr: 1.000e-04, eta: 4:06:33, time: 0.933, data_time: 0.009, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9172, loss_cls: 0.9555, loss: 0.9555, grad_norm: 10.5136 2020-09-14 03:40:09,454 - mmaction - INFO - Epoch [46][120/2640] lr: 1.000e-04, eta: 4:06:10, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0193, loss: 1.0193, grad_norm: 11.0890 2020-09-14 03:40:28,967 - mmaction - INFO - Epoch [46][140/2640] lr: 1.000e-04, eta: 4:05:47, time: 0.977, data_time: 0.004, memory: 7069, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.8988, loss: 0.8988, grad_norm: 10.4851 2020-09-14 03:40:48,763 - mmaction - INFO - Epoch [46][160/2640] lr: 1.000e-04, eta: 4:05:24, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 0.9800, loss: 0.9800, grad_norm: 10.4125 2020-09-14 03:41:09,103 - mmaction - INFO - Epoch [46][180/2640] lr: 1.000e-04, eta: 4:05:01, time: 1.012, data_time: 0.006, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9133, loss_cls: 0.9873, loss: 0.9873, grad_norm: 10.9340 2020-09-14 03:41:28,147 - mmaction - INFO - Epoch [46][200/2640] lr: 1.000e-04, eta: 4:04:39, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9250, loss_cls: 0.9457, loss: 0.9457, grad_norm: 10.9929 2020-09-14 03:41:47,341 - mmaction - INFO - Epoch [46][220/2640] lr: 1.000e-04, eta: 4:04:16, time: 0.960, data_time: 0.007, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9211, loss_cls: 0.9443, loss: 0.9443, grad_norm: 10.6532 2020-09-14 03:42:06,258 - mmaction - INFO - Epoch [46][240/2640] lr: 1.000e-04, eta: 4:03:53, time: 0.946, data_time: 0.003, memory: 7069, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0148, loss: 1.0148, grad_norm: 10.9595 2020-09-14 03:42:26,098 - mmaction - INFO - Epoch [46][260/2640] lr: 1.000e-04, eta: 4:03:30, time: 0.989, data_time: 0.123, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9164, loss_cls: 0.9900, loss: 0.9900, grad_norm: 11.2603 2020-09-14 03:42:46,049 - mmaction - INFO - Epoch [46][280/2640] lr: 1.000e-04, eta: 4:03:07, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0296, loss: 1.0296, grad_norm: 11.3066 2020-09-14 03:43:06,422 - mmaction - INFO - Epoch [46][300/2640] lr: 1.000e-04, eta: 4:02:44, time: 1.014, data_time: 0.019, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9519, loss: 0.9519, grad_norm: 10.6558 2020-09-14 03:43:25,013 - mmaction - INFO - Epoch [46][320/2640] lr: 1.000e-04, eta: 4:02:21, time: 0.934, data_time: 0.066, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9102, loss_cls: 1.0569, loss: 1.0569, grad_norm: 11.2869 2020-09-14 03:43:44,700 - mmaction - INFO - Epoch [46][340/2640] lr: 1.000e-04, eta: 4:01:58, time: 0.982, data_time: 0.210, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0253, loss: 1.0253, grad_norm: 11.4408 2020-09-14 03:44:04,483 - mmaction - INFO - Epoch [46][360/2640] lr: 1.000e-04, eta: 4:01:35, time: 0.992, data_time: 0.126, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9180, loss_cls: 0.9547, loss: 0.9547, grad_norm: 10.8730 2020-09-14 03:44:23,725 - mmaction - INFO - Epoch [46][380/2640] lr: 1.000e-04, eta: 4:01:12, time: 0.957, data_time: 0.187, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 0.9954, loss: 0.9954, grad_norm: 11.2725 2020-09-14 03:44:43,440 - mmaction - INFO - Epoch [46][400/2640] lr: 1.000e-04, eta: 4:00:49, time: 0.990, data_time: 0.182, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.0635, loss: 1.0635, grad_norm: 11.0939 2020-09-14 03:45:02,826 - mmaction - INFO - Epoch [46][420/2640] lr: 1.000e-04, eta: 4:00:27, time: 0.970, data_time: 0.060, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9094, loss_cls: 1.0053, loss: 1.0053, grad_norm: 10.9339 2020-09-14 03:45:22,394 - mmaction - INFO - Epoch [46][440/2640] lr: 1.000e-04, eta: 4:00:04, time: 0.978, data_time: 0.008, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0241, loss: 1.0241, grad_norm: 11.1187 2020-09-14 03:45:42,012 - mmaction - INFO - Epoch [46][460/2640] lr: 1.000e-04, eta: 3:59:41, time: 0.975, data_time: 0.006, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 0.9773, loss: 0.9773, grad_norm: 10.7650 2020-09-14 03:46:01,591 - mmaction - INFO - Epoch [46][480/2640] lr: 1.000e-04, eta: 3:59:18, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9156, loss_cls: 0.9495, loss: 0.9495, grad_norm: 11.1377 2020-09-14 03:46:21,466 - mmaction - INFO - Epoch [46][500/2640] lr: 1.000e-04, eta: 3:58:55, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9607, loss: 0.9607, grad_norm: 10.8409 2020-09-14 03:46:40,492 - mmaction - INFO - Epoch [46][520/2640] lr: 1.000e-04, eta: 3:58:32, time: 0.958, data_time: 0.009, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9827, loss: 0.9827, grad_norm: 10.9617 2020-09-14 03:46:59,169 - mmaction - INFO - Epoch [46][540/2640] lr: 1.000e-04, eta: 3:58:09, time: 0.928, data_time: 0.009, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9219, loss_cls: 0.9634, loss: 0.9634, grad_norm: 10.7266 2020-09-14 03:47:19,601 - mmaction - INFO - Epoch [46][560/2640] lr: 1.000e-04, eta: 3:57:46, time: 1.027, data_time: 0.208, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9219, loss_cls: 0.9531, loss: 0.9531, grad_norm: 10.8579 2020-09-14 03:47:39,600 - mmaction - INFO - Epoch [46][580/2640] lr: 1.000e-04, eta: 3:57:23, time: 0.999, data_time: 0.034, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9141, loss_cls: 0.9942, loss: 0.9942, grad_norm: 11.0314 2020-09-14 03:47:59,655 - mmaction - INFO - Epoch [46][600/2640] lr: 1.000e-04, eta: 3:57:01, time: 1.003, data_time: 0.067, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9172, loss_cls: 0.9827, loss: 0.9827, grad_norm: 11.1477 2020-09-14 03:48:19,062 - mmaction - INFO - Epoch [46][620/2640] lr: 1.000e-04, eta: 3:56:38, time: 0.966, data_time: 0.067, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9211, loss_cls: 0.9683, loss: 0.9683, grad_norm: 10.9082 2020-09-14 03:48:37,955 - mmaction - INFO - Epoch [46][640/2640] lr: 1.000e-04, eta: 3:56:15, time: 0.950, data_time: 0.192, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9102, loss_cls: 0.9960, loss: 0.9960, grad_norm: 11.0685 2020-09-14 03:48:57,539 - mmaction - INFO - Epoch [46][660/2640] lr: 1.000e-04, eta: 3:55:52, time: 0.979, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9070, loss_cls: 1.0012, loss: 1.0012, grad_norm: 10.7512 2020-09-14 03:49:17,861 - mmaction - INFO - Epoch [46][680/2640] lr: 1.000e-04, eta: 3:55:29, time: 1.016, data_time: 0.004, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0183, loss: 1.0183, grad_norm: 11.2086 2020-09-14 03:49:36,886 - mmaction - INFO - Epoch [46][700/2640] lr: 1.000e-04, eta: 3:55:06, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9203, loss_cls: 0.9894, loss: 0.9894, grad_norm: 10.8930 2020-09-14 03:49:57,880 - mmaction - INFO - Epoch [46][720/2640] lr: 1.000e-04, eta: 3:54:43, time: 1.053, data_time: 0.018, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9047, loss_cls: 1.0437, loss: 1.0437, grad_norm: 11.5538 2020-09-14 03:50:16,942 - mmaction - INFO - Epoch [46][740/2640] lr: 1.000e-04, eta: 3:54:20, time: 0.952, data_time: 0.007, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9386, loss: 0.9386, grad_norm: 10.5154 2020-09-14 03:50:36,650 - mmaction - INFO - Epoch [46][760/2640] lr: 1.000e-04, eta: 3:53:57, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9141, loss_cls: 1.0175, loss: 1.0175, grad_norm: 11.0688 2020-09-14 03:50:56,438 - mmaction - INFO - Epoch [46][780/2640] lr: 1.000e-04, eta: 3:53:35, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1098, loss: 1.1098, grad_norm: 11.8943 2020-09-14 03:51:17,162 - mmaction - INFO - Epoch [46][800/2640] lr: 1.000e-04, eta: 3:53:12, time: 1.037, data_time: 0.007, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9078, loss_cls: 0.9838, loss: 0.9838, grad_norm: 11.1211 2020-09-14 03:51:35,356 - mmaction - INFO - Epoch [46][820/2640] lr: 1.000e-04, eta: 3:52:49, time: 0.905, data_time: 0.007, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0062, loss: 1.0062, grad_norm: 10.8629 2020-09-14 03:51:55,436 - mmaction - INFO - Epoch [46][840/2640] lr: 1.000e-04, eta: 3:52:26, time: 1.009, data_time: 0.008, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9187, loss_cls: 0.9604, loss: 0.9604, grad_norm: 10.7937 2020-09-14 03:52:15,490 - mmaction - INFO - Epoch [46][860/2640] lr: 1.000e-04, eta: 3:52:03, time: 0.999, data_time: 0.010, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9372, loss: 0.9372, grad_norm: 10.9087 2020-09-14 03:52:33,696 - mmaction - INFO - Epoch [46][880/2640] lr: 1.000e-04, eta: 3:51:40, time: 0.914, data_time: 0.250, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 0.9858, loss: 0.9858, grad_norm: 10.8332 2020-09-14 03:52:54,419 - mmaction - INFO - Epoch [46][900/2640] lr: 1.000e-04, eta: 3:51:17, time: 1.032, data_time: 0.338, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9195, loss_cls: 0.9281, loss: 0.9281, grad_norm: 11.1781 2020-09-14 03:53:14,612 - mmaction - INFO - Epoch [46][920/2640] lr: 1.000e-04, eta: 3:50:55, time: 1.014, data_time: 0.311, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9281, loss_cls: 0.9023, loss: 0.9023, grad_norm: 10.5527 2020-09-14 03:53:32,495 - mmaction - INFO - Epoch [46][940/2640] lr: 1.000e-04, eta: 3:50:32, time: 0.889, data_time: 0.234, memory: 7069, top1_acc: 0.7617, top5_acc: 0.9148, loss_cls: 0.9564, loss: 0.9564, grad_norm: 10.8617 2020-09-14 03:53:51,908 - mmaction - INFO - Epoch [46][960/2640] lr: 1.000e-04, eta: 3:50:09, time: 0.975, data_time: 0.310, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9472, loss: 0.9472, grad_norm: 10.3903 2020-09-14 03:54:11,966 - mmaction - INFO - Epoch [46][980/2640] lr: 1.000e-04, eta: 3:49:46, time: 1.003, data_time: 0.118, memory: 7069, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0298, loss: 1.0298, grad_norm: 10.8358 2020-09-14 03:54:30,596 - mmaction - INFO - Epoch [46][1000/2640] lr: 1.000e-04, eta: 3:49:23, time: 0.931, data_time: 0.285, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9133, loss_cls: 1.0044, loss: 1.0044, grad_norm: 10.8672 2020-09-14 03:54:51,563 - mmaction - INFO - Epoch [46][1020/2640] lr: 1.000e-04, eta: 3:49:00, time: 1.049, data_time: 0.062, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9203, loss_cls: 0.9717, loss: 0.9717, grad_norm: 10.7780 2020-09-14 03:55:10,404 - mmaction - INFO - Epoch [46][1040/2640] lr: 1.000e-04, eta: 3:48:37, time: 0.943, data_time: 0.009, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9629, loss: 0.9629, grad_norm: 10.8993 2020-09-14 03:55:30,584 - mmaction - INFO - Epoch [46][1060/2640] lr: 1.000e-04, eta: 3:48:14, time: 1.009, data_time: 0.208, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9102, loss_cls: 0.9833, loss: 0.9833, grad_norm: 10.7447 2020-09-14 03:55:49,957 - mmaction - INFO - Epoch [46][1080/2640] lr: 1.000e-04, eta: 3:47:52, time: 0.967, data_time: 0.190, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 1.0023, loss: 1.0023, grad_norm: 11.2228 2020-09-14 03:56:09,090 - mmaction - INFO - Epoch [46][1100/2640] lr: 1.000e-04, eta: 3:47:29, time: 0.958, data_time: 0.242, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9242, loss_cls: 0.9354, loss: 0.9354, grad_norm: 10.7686 2020-09-14 03:56:29,941 - mmaction - INFO - Epoch [46][1120/2640] lr: 1.000e-04, eta: 3:47:06, time: 1.043, data_time: 0.452, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1102, loss: 1.1102, grad_norm: 11.3072 2020-09-14 03:56:48,791 - mmaction - INFO - Epoch [46][1140/2640] lr: 1.000e-04, eta: 3:46:43, time: 0.941, data_time: 0.341, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9250, loss_cls: 0.9749, loss: 0.9749, grad_norm: 10.7963 2020-09-14 03:57:07,290 - mmaction - INFO - Epoch [46][1160/2640] lr: 1.000e-04, eta: 3:46:20, time: 0.926, data_time: 0.315, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.0235, loss: 1.0235, grad_norm: 11.2719 2020-09-14 03:57:28,389 - mmaction - INFO - Epoch [46][1180/2640] lr: 1.000e-04, eta: 3:45:57, time: 1.053, data_time: 0.455, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0044, loss: 1.0044, grad_norm: 10.9319 2020-09-14 03:57:47,984 - mmaction - INFO - Epoch [46][1200/2640] lr: 1.000e-04, eta: 3:45:34, time: 0.981, data_time: 0.393, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9359, loss_cls: 0.9415, loss: 0.9415, grad_norm: 11.0131 2020-09-14 03:58:08,596 - mmaction - INFO - Epoch [46][1220/2640] lr: 1.000e-04, eta: 3:45:12, time: 1.027, data_time: 0.432, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9172, loss_cls: 0.9940, loss: 0.9940, grad_norm: 10.8515 2020-09-14 03:58:27,579 - mmaction - INFO - Epoch [46][1240/2640] lr: 1.000e-04, eta: 3:44:49, time: 0.954, data_time: 0.367, memory: 7069, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0762, loss: 1.0762, grad_norm: 11.5358 2020-09-14 03:58:48,193 - mmaction - INFO - Epoch [46][1260/2640] lr: 1.000e-04, eta: 3:44:26, time: 1.027, data_time: 0.440, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 0.9909, loss: 0.9909, grad_norm: 10.9329 2020-09-14 03:59:06,979 - mmaction - INFO - Epoch [46][1280/2640] lr: 1.000e-04, eta: 3:44:03, time: 0.942, data_time: 0.350, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0008, loss: 1.0008, grad_norm: 10.9065 2020-09-14 03:59:26,023 - mmaction - INFO - Epoch [46][1300/2640] lr: 1.000e-04, eta: 3:43:40, time: 0.949, data_time: 0.207, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9258, loss_cls: 0.9557, loss: 0.9557, grad_norm: 11.0453 2020-09-14 03:59:46,368 - mmaction - INFO - Epoch [46][1320/2640] lr: 1.000e-04, eta: 3:43:17, time: 1.019, data_time: 0.029, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 0.9736, loss: 0.9736, grad_norm: 10.7770 2020-09-14 04:00:09,097 - mmaction - INFO - Epoch [46][1340/2640] lr: 1.000e-04, eta: 3:42:55, time: 1.102, data_time: 0.008, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0273, loss: 1.0273, grad_norm: 11.4122 2020-09-14 04:00:25,125 - mmaction - INFO - Epoch [46][1360/2640] lr: 1.000e-04, eta: 3:42:32, time: 0.836, data_time: 0.106, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9203, loss_cls: 0.9406, loss: 0.9406, grad_norm: 10.8038 2020-09-14 04:00:46,922 - mmaction - INFO - Epoch [46][1380/2640] lr: 1.000e-04, eta: 3:42:09, time: 1.076, data_time: 0.015, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0267, loss: 1.0267, grad_norm: 11.3241 2020-09-14 04:01:07,409 - mmaction - INFO - Epoch [46][1400/2640] lr: 1.000e-04, eta: 3:41:46, time: 1.040, data_time: 0.061, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9486, loss: 0.9486, grad_norm: 10.6671 2020-09-14 04:01:28,911 - mmaction - INFO - Epoch [46][1420/2640] lr: 1.000e-04, eta: 3:41:24, time: 1.073, data_time: 0.376, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 0.9951, loss: 0.9951, grad_norm: 11.2782 2020-09-14 04:01:47,519 - mmaction - INFO - Epoch [46][1440/2640] lr: 1.000e-04, eta: 3:41:01, time: 0.933, data_time: 0.352, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9250, loss_cls: 0.9466, loss: 0.9466, grad_norm: 10.9833 2020-09-14 04:02:05,690 - mmaction - INFO - Epoch [46][1460/2640] lr: 1.000e-04, eta: 3:40:38, time: 0.908, data_time: 0.167, memory: 7069, top1_acc: 0.7680, top5_acc: 0.9172, loss_cls: 0.9133, loss: 0.9133, grad_norm: 10.4879 2020-09-14 04:02:25,751 - mmaction - INFO - Epoch [46][1480/2640] lr: 1.000e-04, eta: 3:40:15, time: 0.996, data_time: 0.025, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9148, loss_cls: 0.9953, loss: 0.9953, grad_norm: 11.4451 2020-09-14 04:02:45,162 - mmaction - INFO - Epoch [46][1500/2640] lr: 1.000e-04, eta: 3:39:52, time: 0.976, data_time: 0.075, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9156, loss_cls: 1.0071, loss: 1.0071, grad_norm: 11.1972 2020-09-14 04:03:05,562 - mmaction - INFO - Epoch [46][1520/2640] lr: 1.000e-04, eta: 3:39:29, time: 1.021, data_time: 0.075, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 1.0494, loss: 1.0494, grad_norm: 11.3960 2020-09-14 04:03:24,981 - mmaction - INFO - Epoch [46][1540/2640] lr: 1.000e-04, eta: 3:39:06, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9094, loss_cls: 1.0126, loss: 1.0126, grad_norm: 10.8720 2020-09-14 04:03:45,008 - mmaction - INFO - Epoch [46][1560/2640] lr: 1.000e-04, eta: 3:38:44, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9086, loss_cls: 1.0146, loss: 1.0146, grad_norm: 11.0524 2020-09-14 04:04:04,190 - mmaction - INFO - Epoch [46][1580/2640] lr: 1.000e-04, eta: 3:38:21, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9180, loss_cls: 1.0121, loss: 1.0121, grad_norm: 11.3920 2020-09-14 04:04:25,238 - mmaction - INFO - Epoch [46][1600/2640] lr: 1.000e-04, eta: 3:37:58, time: 1.051, data_time: 0.008, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9133, loss_cls: 0.9737, loss: 0.9737, grad_norm: 10.7240 2020-09-14 04:04:46,139 - mmaction - INFO - Epoch [46][1620/2640] lr: 1.000e-04, eta: 3:37:35, time: 1.050, data_time: 0.008, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9117, loss_cls: 1.0059, loss: 1.0059, grad_norm: 11.1619 2020-09-14 04:05:04,321 - mmaction - INFO - Epoch [46][1640/2640] lr: 1.000e-04, eta: 3:37:12, time: 0.907, data_time: 0.006, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9055, loss_cls: 1.0166, loss: 1.0166, grad_norm: 11.1115 2020-09-14 04:05:22,897 - mmaction - INFO - Epoch [46][1660/2640] lr: 1.000e-04, eta: 3:36:49, time: 0.932, data_time: 0.013, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0068, loss: 1.0068, grad_norm: 11.3699 2020-09-14 04:05:41,804 - mmaction - INFO - Epoch [46][1680/2640] lr: 1.000e-04, eta: 3:36:27, time: 0.945, data_time: 0.044, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0441, loss: 1.0441, grad_norm: 11.4371 2020-09-14 04:06:03,017 - mmaction - INFO - Epoch [46][1700/2640] lr: 1.000e-04, eta: 3:36:04, time: 1.055, data_time: 0.030, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9133, loss_cls: 1.0474, loss: 1.0474, grad_norm: 11.6265 2020-09-14 04:06:22,231 - mmaction - INFO - Epoch [46][1720/2640] lr: 1.000e-04, eta: 3:35:41, time: 0.966, data_time: 0.009, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0238, loss: 1.0238, grad_norm: 11.3019 2020-09-14 04:06:43,093 - mmaction - INFO - Epoch [46][1740/2640] lr: 1.000e-04, eta: 3:35:18, time: 1.037, data_time: 0.006, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9809, loss: 0.9809, grad_norm: 10.8911 2020-09-14 04:07:00,833 - mmaction - INFO - Epoch [46][1760/2640] lr: 1.000e-04, eta: 3:34:55, time: 0.893, data_time: 0.009, memory: 7069, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9220, loss: 0.9220, grad_norm: 10.6251 2020-09-14 04:07:21,007 - mmaction - INFO - Epoch [46][1780/2640] lr: 1.000e-04, eta: 3:34:33, time: 1.008, data_time: 0.006, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0054, loss: 1.0054, grad_norm: 10.9827 2020-09-14 04:07:40,927 - mmaction - INFO - Epoch [46][1800/2640] lr: 1.000e-04, eta: 3:34:10, time: 0.997, data_time: 0.004, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9234, loss_cls: 0.9247, loss: 0.9247, grad_norm: 10.7696 2020-09-14 04:08:00,240 - mmaction - INFO - Epoch [46][1820/2640] lr: 1.000e-04, eta: 3:33:47, time: 0.964, data_time: 0.002, memory: 7069, top1_acc: 0.7078, top5_acc: 0.8977, loss_cls: 1.0792, loss: 1.0792, grad_norm: 11.8212 2020-09-14 04:08:20,849 - mmaction - INFO - Epoch [46][1840/2640] lr: 1.000e-04, eta: 3:33:24, time: 1.031, data_time: 0.009, memory: 7069, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8738, loss: 0.8738, grad_norm: 10.6023 2020-09-14 04:08:39,041 - mmaction - INFO - Epoch [46][1860/2640] lr: 1.000e-04, eta: 3:33:01, time: 0.907, data_time: 0.007, memory: 7069, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.0711, loss: 1.0711, grad_norm: 11.2268 2020-09-14 04:08:57,866 - mmaction - INFO - Epoch [46][1880/2640] lr: 1.000e-04, eta: 3:32:38, time: 0.945, data_time: 0.009, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0207, loss: 1.0207, grad_norm: 11.1862 2020-09-14 04:09:18,488 - mmaction - INFO - Epoch [46][1900/2640] lr: 1.000e-04, eta: 3:32:16, time: 1.028, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9250, loss_cls: 0.9295, loss: 0.9295, grad_norm: 10.9485 2020-09-14 04:09:37,885 - mmaction - INFO - Epoch [46][1920/2640] lr: 1.000e-04, eta: 3:31:53, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9070, loss_cls: 0.9598, loss: 0.9598, grad_norm: 10.9295 2020-09-14 04:09:58,166 - mmaction - INFO - Epoch [46][1940/2640] lr: 1.000e-04, eta: 3:31:30, time: 1.010, data_time: 0.006, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9678, loss: 0.9678, grad_norm: 11.1557 2020-09-14 04:10:17,026 - mmaction - INFO - Epoch [46][1960/2640] lr: 1.000e-04, eta: 3:31:07, time: 0.947, data_time: 0.007, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0209, loss: 1.0209, grad_norm: 11.1580 2020-09-14 04:10:35,435 - mmaction - INFO - Epoch [46][1980/2640] lr: 1.000e-04, eta: 3:30:44, time: 0.915, data_time: 0.007, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9250, loss_cls: 0.9442, loss: 0.9442, grad_norm: 10.9908 2020-09-14 04:10:56,132 - mmaction - INFO - Epoch [46][2000/2640] lr: 1.000e-04, eta: 3:30:22, time: 1.040, data_time: 0.008, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9148, loss_cls: 0.9803, loss: 0.9803, grad_norm: 11.2972 2020-09-14 04:11:14,888 - mmaction - INFO - Epoch [46][2020/2640] lr: 1.000e-04, eta: 3:29:59, time: 0.933, data_time: 0.006, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9436, loss: 0.9436, grad_norm: 10.4500 2020-09-14 04:11:33,112 - mmaction - INFO - Epoch [46][2040/2640] lr: 1.000e-04, eta: 3:29:36, time: 0.915, data_time: 0.014, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 1.0025, loss: 1.0025, grad_norm: 11.1038 2020-09-14 04:11:53,216 - mmaction - INFO - Epoch [46][2060/2640] lr: 1.000e-04, eta: 3:29:13, time: 1.005, data_time: 0.064, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9889, loss: 0.9889, grad_norm: 11.3291 2020-09-14 04:12:13,649 - mmaction - INFO - Epoch [46][2080/2640] lr: 1.000e-04, eta: 3:28:50, time: 1.023, data_time: 0.004, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9523, loss: 0.9523, grad_norm: 10.7102 2020-09-14 04:12:33,336 - mmaction - INFO - Epoch [46][2100/2640] lr: 1.000e-04, eta: 3:28:27, time: 0.979, data_time: 0.005, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9141, loss_cls: 0.9642, loss: 0.9642, grad_norm: 10.9247 2020-09-14 04:12:53,071 - mmaction - INFO - Epoch [46][2120/2640] lr: 1.000e-04, eta: 3:28:05, time: 0.992, data_time: 0.008, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0239, loss: 1.0239, grad_norm: 11.5205 2020-09-14 04:13:11,498 - mmaction - INFO - Epoch [46][2140/2640] lr: 1.000e-04, eta: 3:27:42, time: 0.920, data_time: 0.092, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9481, loss: 0.9481, grad_norm: 11.1857 2020-09-14 04:13:30,780 - mmaction - INFO - Epoch [46][2160/2640] lr: 1.000e-04, eta: 3:27:19, time: 0.960, data_time: 0.044, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9148, loss_cls: 1.0032, loss: 1.0032, grad_norm: 11.3717 2020-09-14 04:13:50,471 - mmaction - INFO - Epoch [46][2180/2640] lr: 1.000e-04, eta: 3:26:56, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9234, loss_cls: 0.9927, loss: 0.9927, grad_norm: 11.4413 2020-09-14 04:14:09,256 - mmaction - INFO - Epoch [46][2200/2640] lr: 1.000e-04, eta: 3:26:33, time: 0.934, data_time: 0.006, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 0.9809, loss: 0.9809, grad_norm: 10.7718 2020-09-14 04:14:28,067 - mmaction - INFO - Epoch [46][2220/2640] lr: 1.000e-04, eta: 3:26:10, time: 0.945, data_time: 0.008, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9347, loss: 0.9347, grad_norm: 10.7638 2020-09-14 04:14:48,564 - mmaction - INFO - Epoch [46][2240/2640] lr: 1.000e-04, eta: 3:25:48, time: 1.024, data_time: 0.018, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0147, loss: 1.0147, grad_norm: 11.3018 2020-09-14 04:15:09,044 - mmaction - INFO - Epoch [46][2260/2640] lr: 1.000e-04, eta: 3:25:25, time: 1.024, data_time: 0.005, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9172, loss_cls: 0.9766, loss: 0.9766, grad_norm: 11.0783 2020-09-14 04:15:28,505 - mmaction - INFO - Epoch [46][2280/2640] lr: 1.000e-04, eta: 3:25:02, time: 0.973, data_time: 0.002, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9039, loss_cls: 1.0239, loss: 1.0239, grad_norm: 11.1049 2020-09-14 04:15:47,148 - mmaction - INFO - Epoch [46][2300/2640] lr: 1.000e-04, eta: 3:24:39, time: 0.927, data_time: 0.007, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0460, loss: 1.0460, grad_norm: 11.2242 2020-09-14 04:16:05,847 - mmaction - INFO - Epoch [46][2320/2640] lr: 1.000e-04, eta: 3:24:16, time: 0.939, data_time: 0.008, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9668, loss: 0.9668, grad_norm: 11.0376 2020-09-14 04:16:25,976 - mmaction - INFO - Epoch [46][2340/2640] lr: 1.000e-04, eta: 3:23:54, time: 1.007, data_time: 0.007, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0058, loss: 1.0058, grad_norm: 11.1962 2020-09-14 04:16:45,457 - mmaction - INFO - Epoch [46][2360/2640] lr: 1.000e-04, eta: 3:23:31, time: 0.976, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 0.9811, loss: 0.9811, grad_norm: 10.8283 2020-09-14 04:17:06,448 - mmaction - INFO - Epoch [46][2380/2640] lr: 1.000e-04, eta: 3:23:08, time: 1.048, data_time: 0.005, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9211, loss_cls: 0.9655, loss: 0.9655, grad_norm: 11.1030 2020-09-14 04:17:25,813 - mmaction - INFO - Epoch [46][2400/2640] lr: 1.000e-04, eta: 3:22:45, time: 0.969, data_time: 0.004, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.0515, loss: 1.0515, grad_norm: 11.6940 2020-09-14 04:17:44,955 - mmaction - INFO - Epoch [46][2420/2640] lr: 1.000e-04, eta: 3:22:22, time: 0.955, data_time: 0.005, memory: 7069, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.0423, loss: 1.0423, grad_norm: 11.3932 2020-09-14 04:18:04,321 - mmaction - INFO - Epoch [46][2440/2640] lr: 1.000e-04, eta: 3:22:00, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9474, loss: 0.9474, grad_norm: 10.8376 2020-09-14 04:18:24,480 - mmaction - INFO - Epoch [46][2460/2640] lr: 1.000e-04, eta: 3:21:37, time: 1.002, data_time: 0.007, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0193, loss: 1.0193, grad_norm: 11.3665 2020-09-14 04:18:44,059 - mmaction - INFO - Epoch [46][2480/2640] lr: 1.000e-04, eta: 3:21:14, time: 0.985, data_time: 0.009, memory: 7069, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.9073, loss: 0.9073, grad_norm: 11.0847 2020-09-14 04:19:02,524 - mmaction - INFO - Epoch [46][2500/2640] lr: 1.000e-04, eta: 3:20:51, time: 0.920, data_time: 0.011, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9172, loss_cls: 1.0093, loss: 1.0093, grad_norm: 10.9933 2020-09-14 04:19:23,436 - mmaction - INFO - Epoch [46][2520/2640] lr: 1.000e-04, eta: 3:20:29, time: 1.048, data_time: 0.024, memory: 7069, top1_acc: 0.7180, top5_acc: 0.9023, loss_cls: 1.0343, loss: 1.0343, grad_norm: 11.0898 2020-09-14 04:19:40,832 - mmaction - INFO - Epoch [46][2540/2640] lr: 1.000e-04, eta: 3:20:06, time: 0.864, data_time: 0.007, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9219, loss_cls: 0.9416, loss: 0.9416, grad_norm: 10.5958 2020-09-14 04:20:01,152 - mmaction - INFO - Epoch [46][2560/2640] lr: 1.000e-04, eta: 3:19:43, time: 1.021, data_time: 0.198, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0248, loss: 1.0248, grad_norm: 11.3667 2020-09-14 04:20:21,059 - mmaction - INFO - Epoch [46][2580/2640] lr: 1.000e-04, eta: 3:19:20, time: 0.992, data_time: 0.065, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9258, loss_cls: 0.9689, loss: 0.9689, grad_norm: 11.1584 2020-09-14 04:20:40,697 - mmaction - INFO - Epoch [46][2600/2640] lr: 1.000e-04, eta: 3:18:57, time: 0.985, data_time: 0.086, memory: 7069, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1128, loss: 1.1128, grad_norm: 11.9971 2020-09-14 04:21:00,322 - mmaction - INFO - Epoch [46][2620/2640] lr: 1.000e-04, eta: 3:18:35, time: 0.976, data_time: 0.082, memory: 7069, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0731, loss: 1.0731, grad_norm: 11.5014 2020-09-14 04:21:17,403 - mmaction - INFO - Epoch [46][2640/2640] lr: 1.000e-04, eta: 3:18:12, time: 0.860, data_time: 0.118, memory: 7069, top1_acc: 0.7556, top5_acc: 0.9202, loss_cls: 0.9530, loss: 0.9530, grad_norm: 11.0076 2020-09-14 04:21:34,470 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-09-14 04:28:07,318 - mmaction - INFO - Epoch [47][20/2640] lr: 1.000e-04, eta: 3:18:21, time: 19.598, data_time: 18.563, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9737, loss: 0.9737, grad_norm: 10.9787 2020-09-14 04:28:26,089 - mmaction - INFO - Epoch [47][40/2640] lr: 1.000e-04, eta: 3:17:58, time: 0.951, data_time: 0.026, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 1.0334, loss: 1.0334, grad_norm: 11.5107 2020-09-14 04:28:46,058 - mmaction - INFO - Epoch [47][60/2640] lr: 1.000e-04, eta: 3:17:35, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9187, loss_cls: 1.0004, loss: 1.0004, grad_norm: 11.2655 2020-09-14 04:29:05,596 - mmaction - INFO - Epoch [47][80/2640] lr: 1.000e-04, eta: 3:17:13, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9266, loss_cls: 0.9543, loss: 0.9543, grad_norm: 10.8789 2020-09-14 04:29:25,537 - mmaction - INFO - Epoch [47][100/2640] lr: 1.000e-04, eta: 3:16:50, time: 0.997, data_time: 0.003, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0219, loss: 1.0219, grad_norm: 11.4317 2020-09-14 04:29:44,206 - mmaction - INFO - Epoch [47][120/2640] lr: 1.000e-04, eta: 3:16:27, time: 0.935, data_time: 0.009, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0766, loss: 1.0766, grad_norm: 11.7842 2020-09-14 04:30:04,081 - mmaction - INFO - Epoch [47][140/2640] lr: 1.000e-04, eta: 3:16:04, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9141, loss_cls: 1.0145, loss: 1.0145, grad_norm: 11.3049 2020-09-14 04:30:21,623 - mmaction - INFO - Epoch [47][160/2640] lr: 1.000e-04, eta: 3:15:41, time: 0.879, data_time: 0.007, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9187, loss_cls: 0.9656, loss: 0.9656, grad_norm: 10.9563 2020-09-14 04:30:41,721 - mmaction - INFO - Epoch [47][180/2640] lr: 1.000e-04, eta: 3:15:18, time: 1.002, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9094, loss_cls: 1.0098, loss: 1.0098, grad_norm: 11.1594 2020-09-14 04:30:59,809 - mmaction - INFO - Epoch [47][200/2640] lr: 1.000e-04, eta: 3:14:55, time: 0.906, data_time: 0.004, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9070, loss_cls: 1.0127, loss: 1.0127, grad_norm: 11.0945 2020-09-14 04:31:19,536 - mmaction - INFO - Epoch [47][220/2640] lr: 1.000e-04, eta: 3:14:32, time: 0.986, data_time: 0.020, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9258, loss_cls: 0.9119, loss: 0.9119, grad_norm: 10.8836 2020-09-14 04:31:39,645 - mmaction - INFO - Epoch [47][240/2640] lr: 1.000e-04, eta: 3:14:10, time: 1.006, data_time: 0.251, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9273, loss_cls: 0.9242, loss: 0.9242, grad_norm: 10.8622 2020-09-14 04:31:59,880 - mmaction - INFO - Epoch [47][260/2640] lr: 1.000e-04, eta: 3:13:47, time: 1.012, data_time: 0.013, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0476, loss: 1.0476, grad_norm: 11.5375 2020-09-14 04:32:19,937 - mmaction - INFO - Epoch [47][280/2640] lr: 1.000e-04, eta: 3:13:24, time: 0.999, data_time: 0.034, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9532, loss: 0.9532, grad_norm: 10.5699 2020-09-14 04:32:39,596 - mmaction - INFO - Epoch [47][300/2640] lr: 1.000e-04, eta: 3:13:01, time: 0.985, data_time: 0.008, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9473, loss: 0.9473, grad_norm: 11.3467 2020-09-14 04:32:59,153 - mmaction - INFO - Epoch [47][320/2640] lr: 1.000e-04, eta: 3:12:38, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9242, loss_cls: 0.9133, loss: 0.9133, grad_norm: 10.9790 2020-09-14 04:33:18,769 - mmaction - INFO - Epoch [47][340/2640] lr: 1.000e-04, eta: 3:12:16, time: 0.983, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0347, loss: 1.0347, grad_norm: 11.2773 2020-09-14 04:33:39,074 - mmaction - INFO - Epoch [47][360/2640] lr: 1.000e-04, eta: 3:11:53, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9086, loss_cls: 0.9967, loss: 0.9967, grad_norm: 10.8270 2020-09-14 04:33:58,360 - mmaction - INFO - Epoch [47][380/2640] lr: 1.000e-04, eta: 3:11:30, time: 0.965, data_time: 0.007, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0048, loss: 1.0048, grad_norm: 11.0219 2020-09-14 04:34:17,615 - mmaction - INFO - Epoch [47][400/2640] lr: 1.000e-04, eta: 3:11:07, time: 0.964, data_time: 0.008, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9701, loss: 0.9701, grad_norm: 10.9700 2020-09-14 04:34:37,776 - mmaction - INFO - Epoch [47][420/2640] lr: 1.000e-04, eta: 3:10:44, time: 1.008, data_time: 0.002, memory: 7069, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0540, loss: 1.0540, grad_norm: 11.2591 2020-09-14 04:34:58,699 - mmaction - INFO - Epoch [47][440/2640] lr: 1.000e-04, eta: 3:10:22, time: 1.047, data_time: 0.006, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0678, loss: 1.0678, grad_norm: 11.5523 2020-09-14 04:35:18,191 - mmaction - INFO - Epoch [47][460/2640] lr: 1.000e-04, eta: 3:09:59, time: 0.969, data_time: 0.005, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9070, loss_cls: 1.0245, loss: 1.0245, grad_norm: 11.3556 2020-09-14 04:35:37,523 - mmaction - INFO - Epoch [47][480/2640] lr: 1.000e-04, eta: 3:09:36, time: 0.971, data_time: 0.008, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9250, loss_cls: 0.9527, loss: 0.9527, grad_norm: 11.0446 2020-09-14 04:35:56,466 - mmaction - INFO - Epoch [47][500/2640] lr: 1.000e-04, eta: 3:09:13, time: 0.943, data_time: 0.006, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9587, loss: 0.9587, grad_norm: 11.1975 2020-09-14 04:36:17,280 - mmaction - INFO - Epoch [47][520/2640] lr: 1.000e-04, eta: 3:08:50, time: 1.045, data_time: 0.007, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9133, loss_cls: 0.9879, loss: 0.9879, grad_norm: 11.1559 2020-09-14 04:36:38,001 - mmaction - INFO - Epoch [47][540/2640] lr: 1.000e-04, eta: 3:08:28, time: 1.035, data_time: 0.006, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9229, loss: 0.9229, grad_norm: 10.9327 2020-09-14 04:36:56,527 - mmaction - INFO - Epoch [47][560/2640] lr: 1.000e-04, eta: 3:08:05, time: 0.928, data_time: 0.074, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9203, loss_cls: 0.9423, loss: 0.9423, grad_norm: 10.9305 2020-09-14 04:37:15,775 - mmaction - INFO - Epoch [47][580/2640] lr: 1.000e-04, eta: 3:07:42, time: 0.957, data_time: 0.330, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0148, loss: 1.0148, grad_norm: 11.5696 2020-09-14 04:37:35,710 - mmaction - INFO - Epoch [47][600/2640] lr: 1.000e-04, eta: 3:07:19, time: 1.002, data_time: 0.090, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9016, loss_cls: 1.0182, loss: 1.0182, grad_norm: 10.9964 2020-09-14 04:37:55,373 - mmaction - INFO - Epoch [47][620/2640] lr: 1.000e-04, eta: 3:06:56, time: 0.977, data_time: 0.098, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9047, loss_cls: 1.0155, loss: 1.0155, grad_norm: 11.1716 2020-09-14 04:38:15,498 - mmaction - INFO - Epoch [47][640/2640] lr: 1.000e-04, eta: 3:06:34, time: 1.013, data_time: 0.287, memory: 7069, top1_acc: 0.7406, top5_acc: 0.8953, loss_cls: 1.0193, loss: 1.0193, grad_norm: 10.9794 2020-09-14 04:38:35,337 - mmaction - INFO - Epoch [47][660/2640] lr: 1.000e-04, eta: 3:06:11, time: 0.987, data_time: 0.359, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9195, loss_cls: 0.9221, loss: 0.9221, grad_norm: 10.7460 2020-09-14 04:38:55,889 - mmaction - INFO - Epoch [47][680/2640] lr: 1.000e-04, eta: 3:05:48, time: 1.032, data_time: 0.445, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0010, loss: 1.0010, grad_norm: 10.7991 2020-09-14 04:39:13,898 - mmaction - INFO - Epoch [47][700/2640] lr: 1.000e-04, eta: 3:05:25, time: 0.896, data_time: 0.295, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9148, loss_cls: 1.0170, loss: 1.0170, grad_norm: 11.4056 2020-09-14 04:39:33,201 - mmaction - INFO - Epoch [47][720/2640] lr: 1.000e-04, eta: 3:05:02, time: 0.970, data_time: 0.329, memory: 7069, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0527, loss: 1.0527, grad_norm: 11.2429 2020-09-14 04:39:53,065 - mmaction - INFO - Epoch [47][740/2640] lr: 1.000e-04, eta: 3:04:40, time: 0.992, data_time: 0.191, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9242, loss_cls: 0.9524, loss: 0.9524, grad_norm: 10.9289 2020-09-14 04:40:12,464 - mmaction - INFO - Epoch [47][760/2640] lr: 1.000e-04, eta: 3:04:17, time: 0.971, data_time: 0.146, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9250, loss_cls: 0.9431, loss: 0.9431, grad_norm: 10.8235 2020-09-14 04:40:31,360 - mmaction - INFO - Epoch [47][780/2640] lr: 1.000e-04, eta: 3:03:54, time: 0.939, data_time: 0.108, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9518, loss: 0.9518, grad_norm: 10.7168 2020-09-14 04:40:50,154 - mmaction - INFO - Epoch [47][800/2640] lr: 1.000e-04, eta: 3:03:31, time: 0.944, data_time: 0.016, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9973, loss: 0.9973, grad_norm: 11.2669 2020-09-14 04:41:09,690 - mmaction - INFO - Epoch [47][820/2640] lr: 1.000e-04, eta: 3:03:08, time: 0.979, data_time: 0.004, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9796, loss: 0.9796, grad_norm: 11.0476 2020-09-14 04:41:28,424 - mmaction - INFO - Epoch [47][840/2640] lr: 1.000e-04, eta: 3:02:45, time: 0.932, data_time: 0.010, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9141, loss_cls: 0.9898, loss: 0.9898, grad_norm: 10.9876 2020-09-14 04:41:48,142 - mmaction - INFO - Epoch [47][860/2640] lr: 1.000e-04, eta: 3:02:22, time: 0.990, data_time: 0.033, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9926, loss: 0.9926, grad_norm: 11.2414 2020-09-14 04:42:08,089 - mmaction - INFO - Epoch [47][880/2640] lr: 1.000e-04, eta: 3:02:00, time: 0.997, data_time: 0.035, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 0.9810, loss: 0.9810, grad_norm: 10.7577 2020-09-14 04:42:27,615 - mmaction - INFO - Epoch [47][900/2640] lr: 1.000e-04, eta: 3:01:37, time: 0.976, data_time: 0.025, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9681, loss: 0.9681, grad_norm: 11.1253 2020-09-14 04:42:49,837 - mmaction - INFO - Epoch [47][920/2640] lr: 1.000e-04, eta: 3:01:14, time: 1.111, data_time: 0.038, memory: 7069, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0412, loss: 1.0412, grad_norm: 11.2777 2020-09-14 04:43:08,553 - mmaction - INFO - Epoch [47][940/2640] lr: 1.000e-04, eta: 3:00:51, time: 0.932, data_time: 0.006, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 0.9963, loss: 0.9963, grad_norm: 11.4919 2020-09-14 04:43:28,104 - mmaction - INFO - Epoch [47][960/2640] lr: 1.000e-04, eta: 3:00:29, time: 0.981, data_time: 0.009, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9078, loss_cls: 0.9671, loss: 0.9671, grad_norm: 11.1152 2020-09-14 04:43:48,023 - mmaction - INFO - Epoch [47][980/2640] lr: 1.000e-04, eta: 3:00:06, time: 0.992, data_time: 0.007, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9180, loss_cls: 0.9375, loss: 0.9375, grad_norm: 10.7052 2020-09-14 04:44:06,773 - mmaction - INFO - Epoch [47][1000/2640] lr: 1.000e-04, eta: 2:59:43, time: 0.942, data_time: 0.010, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 0.9903, loss: 0.9903, grad_norm: 11.1810 2020-09-14 04:44:27,461 - mmaction - INFO - Epoch [47][1020/2640] lr: 1.000e-04, eta: 2:59:20, time: 1.033, data_time: 0.067, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9055, loss_cls: 1.0378, loss: 1.0378, grad_norm: 11.3112 2020-09-14 04:44:47,315 - mmaction - INFO - Epoch [47][1040/2640] lr: 1.000e-04, eta: 2:58:58, time: 0.994, data_time: 0.005, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 1.0102, loss: 1.0102, grad_norm: 11.3018 2020-09-14 04:45:05,690 - mmaction - INFO - Epoch [47][1060/2640] lr: 1.000e-04, eta: 2:58:35, time: 0.918, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0365, loss: 1.0365, grad_norm: 11.0701 2020-09-14 04:45:24,037 - mmaction - INFO - Epoch [47][1080/2640] lr: 1.000e-04, eta: 2:58:12, time: 0.918, data_time: 0.004, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 1.0152, loss: 1.0152, grad_norm: 11.4997 2020-09-14 04:45:43,795 - mmaction - INFO - Epoch [47][1100/2640] lr: 1.000e-04, eta: 2:57:49, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9219, loss_cls: 0.9796, loss: 0.9796, grad_norm: 11.2986 2020-09-14 04:46:03,472 - mmaction - INFO - Epoch [47][1120/2640] lr: 1.000e-04, eta: 2:57:26, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 0.9887, loss: 0.9887, grad_norm: 11.3027 2020-09-14 04:46:24,009 - mmaction - INFO - Epoch [47][1140/2640] lr: 1.000e-04, eta: 2:57:04, time: 1.032, data_time: 0.007, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 0.9892, loss: 0.9892, grad_norm: 11.5637 2020-09-14 04:46:43,599 - mmaction - INFO - Epoch [47][1160/2640] lr: 1.000e-04, eta: 2:56:41, time: 0.978, data_time: 0.005, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.9408, loss: 0.9408, grad_norm: 10.8065 2020-09-14 04:47:03,096 - mmaction - INFO - Epoch [47][1180/2640] lr: 1.000e-04, eta: 2:56:18, time: 0.976, data_time: 0.003, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9619, loss: 0.9619, grad_norm: 11.4267 2020-09-14 04:47:23,292 - mmaction - INFO - Epoch [47][1200/2640] lr: 1.000e-04, eta: 2:55:55, time: 1.003, data_time: 0.006, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9413, loss: 0.9413, grad_norm: 11.3191 2020-09-14 04:47:43,073 - mmaction - INFO - Epoch [47][1220/2640] lr: 1.000e-04, eta: 2:55:32, time: 0.995, data_time: 0.010, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0130, loss: 1.0130, grad_norm: 11.2796 2020-09-14 04:48:02,297 - mmaction - INFO - Epoch [47][1240/2640] lr: 1.000e-04, eta: 2:55:10, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9055, loss_cls: 0.9634, loss: 0.9634, grad_norm: 10.8726 2020-09-14 04:48:22,028 - mmaction - INFO - Epoch [47][1260/2640] lr: 1.000e-04, eta: 2:54:47, time: 0.992, data_time: 0.009, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9016, loss_cls: 1.0157, loss: 1.0157, grad_norm: 11.2915 2020-09-14 04:48:42,496 - mmaction - INFO - Epoch [47][1280/2640] lr: 1.000e-04, eta: 2:54:24, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0324, loss: 1.0324, grad_norm: 11.4930 2020-09-14 04:49:01,937 - mmaction - INFO - Epoch [47][1300/2640] lr: 1.000e-04, eta: 2:54:01, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9187, loss_cls: 0.9806, loss: 0.9806, grad_norm: 11.2368 2020-09-14 04:49:22,421 - mmaction - INFO - Epoch [47][1320/2640] lr: 1.000e-04, eta: 2:53:39, time: 1.021, data_time: 0.006, memory: 7069, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0769, loss: 1.0769, grad_norm: 10.8664 2020-09-14 04:49:42,413 - mmaction - INFO - Epoch [47][1340/2640] lr: 1.000e-04, eta: 2:53:16, time: 1.003, data_time: 0.007, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9266, loss_cls: 0.9752, loss: 0.9752, grad_norm: 11.0735 2020-09-14 04:50:01,684 - mmaction - INFO - Epoch [47][1360/2640] lr: 1.000e-04, eta: 2:52:53, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9055, loss_cls: 0.9743, loss: 0.9743, grad_norm: 10.8287 2020-09-14 04:50:21,711 - mmaction - INFO - Epoch [47][1380/2640] lr: 1.000e-04, eta: 2:52:30, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9031, loss_cls: 1.0056, loss: 1.0056, grad_norm: 11.3329 2020-09-14 04:50:41,754 - mmaction - INFO - Epoch [47][1400/2640] lr: 1.000e-04, eta: 2:52:08, time: 0.999, data_time: 0.006, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9117, loss_cls: 1.0078, loss: 1.0078, grad_norm: 11.1985 2020-09-14 04:51:00,048 - mmaction - INFO - Epoch [47][1420/2640] lr: 1.000e-04, eta: 2:51:45, time: 0.917, data_time: 0.008, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9055, loss_cls: 1.0408, loss: 1.0408, grad_norm: 11.6080 2020-09-14 04:51:20,606 - mmaction - INFO - Epoch [47][1440/2640] lr: 1.000e-04, eta: 2:51:22, time: 1.027, data_time: 0.007, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9203, loss_cls: 0.9669, loss: 0.9669, grad_norm: 11.0809 2020-09-14 04:51:39,419 - mmaction - INFO - Epoch [47][1460/2640] lr: 1.000e-04, eta: 2:50:59, time: 0.942, data_time: 0.018, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9172, loss_cls: 0.9948, loss: 0.9948, grad_norm: 11.5962 2020-09-14 04:51:59,740 - mmaction - INFO - Epoch [47][1480/2640] lr: 1.000e-04, eta: 2:50:37, time: 1.012, data_time: 0.007, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9172, loss_cls: 0.9791, loss: 0.9791, grad_norm: 10.9562 2020-09-14 04:52:18,858 - mmaction - INFO - Epoch [47][1500/2640] lr: 1.000e-04, eta: 2:50:14, time: 0.960, data_time: 0.009, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9938, loss: 0.9938, grad_norm: 11.0435 2020-09-14 04:52:37,180 - mmaction - INFO - Epoch [47][1520/2640] lr: 1.000e-04, eta: 2:49:51, time: 0.912, data_time: 0.194, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9281, loss_cls: 0.9336, loss: 0.9336, grad_norm: 11.1006 2020-09-14 04:52:57,020 - mmaction - INFO - Epoch [47][1540/2640] lr: 1.000e-04, eta: 2:49:28, time: 0.997, data_time: 0.079, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9141, loss_cls: 0.9801, loss: 0.9801, grad_norm: 11.1092 2020-09-14 04:53:17,435 - mmaction - INFO - Epoch [47][1560/2640] lr: 1.000e-04, eta: 2:49:05, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9062, loss_cls: 1.0154, loss: 1.0154, grad_norm: 11.6581 2020-09-14 04:53:35,472 - mmaction - INFO - Epoch [47][1580/2640] lr: 1.000e-04, eta: 2:48:43, time: 0.907, data_time: 0.067, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9966, loss: 0.9966, grad_norm: 11.1285 2020-09-14 04:53:55,039 - mmaction - INFO - Epoch [47][1600/2640] lr: 1.000e-04, eta: 2:48:20, time: 0.975, data_time: 0.064, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9039, loss_cls: 1.0416, loss: 1.0416, grad_norm: 11.8812 2020-09-14 04:54:15,658 - mmaction - INFO - Epoch [47][1620/2640] lr: 1.000e-04, eta: 2:47:57, time: 1.035, data_time: 0.268, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9227, loss_cls: 0.9853, loss: 0.9853, grad_norm: 11.2131 2020-09-14 04:54:35,701 - mmaction - INFO - Epoch [47][1640/2640] lr: 1.000e-04, eta: 2:47:34, time: 1.002, data_time: 0.409, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9117, loss_cls: 0.9865, loss: 0.9865, grad_norm: 11.2049 2020-09-14 04:54:55,590 - mmaction - INFO - Epoch [47][1660/2640] lr: 1.000e-04, eta: 2:47:12, time: 0.991, data_time: 0.398, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9553, loss: 0.9553, grad_norm: 11.3045 2020-09-14 04:55:14,358 - mmaction - INFO - Epoch [47][1680/2640] lr: 1.000e-04, eta: 2:46:49, time: 0.942, data_time: 0.350, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9180, loss_cls: 1.0053, loss: 1.0053, grad_norm: 11.3665 2020-09-14 04:55:33,887 - mmaction - INFO - Epoch [47][1700/2640] lr: 1.000e-04, eta: 2:46:26, time: 0.975, data_time: 0.279, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9211, loss_cls: 0.9423, loss: 0.9423, grad_norm: 11.0474 2020-09-14 04:55:52,901 - mmaction - INFO - Epoch [47][1720/2640] lr: 1.000e-04, eta: 2:46:03, time: 0.952, data_time: 0.232, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9242, loss_cls: 0.9635, loss: 0.9635, grad_norm: 11.1714 2020-09-14 04:56:11,760 - mmaction - INFO - Epoch [47][1740/2640] lr: 1.000e-04, eta: 2:45:40, time: 0.939, data_time: 0.125, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9195, loss_cls: 0.9588, loss: 0.9588, grad_norm: 10.8480 2020-09-14 04:56:32,277 - mmaction - INFO - Epoch [47][1760/2640] lr: 1.000e-04, eta: 2:45:18, time: 1.030, data_time: 0.008, memory: 7069, top1_acc: 0.7133, top5_acc: 0.9164, loss_cls: 0.9992, loss: 0.9992, grad_norm: 11.3888 2020-09-14 04:56:52,221 - mmaction - INFO - Epoch [47][1780/2640] lr: 1.000e-04, eta: 2:44:55, time: 0.993, data_time: 0.007, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9156, loss_cls: 0.9974, loss: 0.9974, grad_norm: 11.0712 2020-09-14 04:57:11,425 - mmaction - INFO - Epoch [47][1800/2640] lr: 1.000e-04, eta: 2:44:32, time: 0.964, data_time: 0.007, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9047, loss_cls: 1.0260, loss: 1.0260, grad_norm: 11.0075 2020-09-14 04:57:32,373 - mmaction - INFO - Epoch [47][1820/2640] lr: 1.000e-04, eta: 2:44:10, time: 1.044, data_time: 0.009, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9227, loss_cls: 0.9304, loss: 0.9304, grad_norm: 10.8979 2020-09-14 04:57:51,465 - mmaction - INFO - Epoch [47][1840/2640] lr: 1.000e-04, eta: 2:43:47, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9086, loss_cls: 1.0355, loss: 1.0355, grad_norm: 11.2809 2020-09-14 04:58:11,073 - mmaction - INFO - Epoch [47][1860/2640] lr: 1.000e-04, eta: 2:43:24, time: 0.977, data_time: 0.006, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9984, loss: 0.9984, grad_norm: 11.4284 2020-09-14 04:58:30,251 - mmaction - INFO - Epoch [47][1880/2640] lr: 1.000e-04, eta: 2:43:01, time: 0.962, data_time: 0.008, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0312, loss: 1.0312, grad_norm: 11.4513 2020-09-14 04:58:50,279 - mmaction - INFO - Epoch [47][1900/2640] lr: 1.000e-04, eta: 2:42:39, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9392, loss: 0.9392, grad_norm: 10.9128 2020-09-14 04:59:09,963 - mmaction - INFO - Epoch [47][1920/2640] lr: 1.000e-04, eta: 2:42:16, time: 0.986, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0141, loss: 1.0141, grad_norm: 11.2623 2020-09-14 04:59:30,757 - mmaction - INFO - Epoch [47][1940/2640] lr: 1.000e-04, eta: 2:41:53, time: 1.034, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0218, loss: 1.0218, grad_norm: 10.9699 2020-09-14 04:59:49,234 - mmaction - INFO - Epoch [47][1960/2640] lr: 1.000e-04, eta: 2:41:30, time: 0.929, data_time: 0.008, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9813, loss: 0.9813, grad_norm: 11.1075 2020-09-14 05:00:11,227 - mmaction - INFO - Epoch [47][1980/2640] lr: 1.000e-04, eta: 2:41:08, time: 1.079, data_time: 0.007, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9086, loss_cls: 0.9999, loss: 0.9999, grad_norm: 10.8563 2020-09-14 05:00:29,587 - mmaction - INFO - Epoch [47][2000/2640] lr: 1.000e-04, eta: 2:40:45, time: 0.938, data_time: 0.042, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0193, loss: 1.0193, grad_norm: 11.3652 2020-09-14 05:00:51,694 - mmaction - INFO - Epoch [47][2020/2640] lr: 1.000e-04, eta: 2:40:22, time: 1.081, data_time: 0.007, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9457, loss: 0.9457, grad_norm: 10.6935 2020-09-14 05:01:11,615 - mmaction - INFO - Epoch [47][2040/2640] lr: 1.000e-04, eta: 2:40:00, time: 1.021, data_time: 0.044, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9109, loss_cls: 0.9703, loss: 0.9703, grad_norm: 11.0069 2020-09-14 05:01:30,852 - mmaction - INFO - Epoch [47][2060/2640] lr: 1.000e-04, eta: 2:39:37, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9086, loss_cls: 1.0415, loss: 1.0415, grad_norm: 11.5621 2020-09-14 05:01:49,994 - mmaction - INFO - Epoch [47][2080/2640] lr: 1.000e-04, eta: 2:39:14, time: 0.960, data_time: 0.008, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 10.6466 2020-09-14 05:02:10,623 - mmaction - INFO - Epoch [47][2100/2640] lr: 1.000e-04, eta: 2:38:52, time: 1.027, data_time: 0.006, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9456, loss: 0.9456, grad_norm: 11.0523 2020-09-14 05:02:28,939 - mmaction - INFO - Epoch [47][2120/2640] lr: 1.000e-04, eta: 2:38:29, time: 0.919, data_time: 0.008, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9612, loss: 0.9612, grad_norm: 10.9620 2020-09-14 05:02:49,732 - mmaction - INFO - Epoch [47][2140/2640] lr: 1.000e-04, eta: 2:38:06, time: 1.038, data_time: 0.008, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0233, loss: 1.0233, grad_norm: 11.2007 2020-09-14 05:03:07,799 - mmaction - INFO - Epoch [47][2160/2640] lr: 1.000e-04, eta: 2:37:43, time: 0.904, data_time: 0.008, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9125, loss_cls: 0.9703, loss: 0.9703, grad_norm: 11.1560 2020-09-14 05:03:28,818 - mmaction - INFO - Epoch [47][2180/2640] lr: 1.000e-04, eta: 2:37:21, time: 1.049, data_time: 0.030, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9117, loss_cls: 1.0006, loss: 1.0006, grad_norm: 11.5161 2020-09-14 05:03:47,605 - mmaction - INFO - Epoch [47][2200/2640] lr: 1.000e-04, eta: 2:36:58, time: 0.942, data_time: 0.007, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 0.9977, loss: 0.9977, grad_norm: 10.8083 2020-09-14 05:04:07,455 - mmaction - INFO - Epoch [47][2220/2640] lr: 1.000e-04, eta: 2:36:35, time: 0.991, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9460, loss: 0.9460, grad_norm: 10.9023 2020-09-14 05:04:26,503 - mmaction - INFO - Epoch [47][2240/2640] lr: 1.000e-04, eta: 2:36:12, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9039, loss_cls: 1.0271, loss: 1.0271, grad_norm: 11.2440 2020-09-14 05:04:45,555 - mmaction - INFO - Epoch [47][2260/2640] lr: 1.000e-04, eta: 2:35:50, time: 0.949, data_time: 0.006, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 1.0049, loss: 1.0049, grad_norm: 11.3879 2020-09-14 05:05:04,578 - mmaction - INFO - Epoch [47][2280/2640] lr: 1.000e-04, eta: 2:35:27, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9219, loss_cls: 0.9398, loss: 0.9398, grad_norm: 10.8769 2020-09-14 05:05:24,220 - mmaction - INFO - Epoch [47][2300/2640] lr: 1.000e-04, eta: 2:35:04, time: 0.982, data_time: 0.003, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 1.0287, loss: 1.0287, grad_norm: 11.4097 2020-09-14 05:05:42,622 - mmaction - INFO - Epoch [47][2320/2640] lr: 1.000e-04, eta: 2:34:41, time: 0.920, data_time: 0.003, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9195, loss_cls: 0.9847, loss: 0.9847, grad_norm: 11.3996 2020-09-14 05:06:02,141 - mmaction - INFO - Epoch [47][2340/2640] lr: 1.000e-04, eta: 2:34:19, time: 0.976, data_time: 0.005, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9506, loss: 0.9506, grad_norm: 10.8058 2020-09-14 05:06:23,956 - mmaction - INFO - Epoch [47][2360/2640] lr: 1.000e-04, eta: 2:33:56, time: 1.089, data_time: 0.006, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9511, loss: 0.9511, grad_norm: 11.1084 2020-09-14 05:06:43,310 - mmaction - INFO - Epoch [47][2380/2640] lr: 1.000e-04, eta: 2:33:33, time: 0.969, data_time: 0.004, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9039, loss_cls: 0.9813, loss: 0.9813, grad_norm: 11.3626 2020-09-14 05:07:01,655 - mmaction - INFO - Epoch [47][2400/2640] lr: 1.000e-04, eta: 2:33:10, time: 0.916, data_time: 0.006, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9860, loss: 0.9860, grad_norm: 11.0908 2020-09-14 05:07:22,267 - mmaction - INFO - Epoch [47][2420/2640] lr: 1.000e-04, eta: 2:32:48, time: 1.030, data_time: 0.004, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9739, loss: 0.9739, grad_norm: 10.8213 2020-09-14 05:07:41,233 - mmaction - INFO - Epoch [47][2440/2640] lr: 1.000e-04, eta: 2:32:25, time: 0.943, data_time: 0.006, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 1.0022, loss: 1.0022, grad_norm: 11.2194 2020-09-14 05:08:00,204 - mmaction - INFO - Epoch [47][2460/2640] lr: 1.000e-04, eta: 2:32:02, time: 0.955, data_time: 0.009, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9133, loss_cls: 0.9647, loss: 0.9647, grad_norm: 11.2937 2020-09-14 05:08:20,863 - mmaction - INFO - Epoch [47][2480/2640] lr: 1.000e-04, eta: 2:31:40, time: 1.032, data_time: 0.004, memory: 7069, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0116, loss: 1.0116, grad_norm: 11.0142 2020-09-14 05:08:40,078 - mmaction - INFO - Epoch [47][2500/2640] lr: 1.000e-04, eta: 2:31:17, time: 0.961, data_time: 0.003, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9600, loss: 0.9600, grad_norm: 10.9195 2020-09-14 05:08:58,825 - mmaction - INFO - Epoch [47][2520/2640] lr: 1.000e-04, eta: 2:30:54, time: 0.935, data_time: 0.005, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9242, loss_cls: 0.9706, loss: 0.9706, grad_norm: 11.2101 2020-09-14 05:09:18,890 - mmaction - INFO - Epoch [47][2540/2640] lr: 1.000e-04, eta: 2:30:31, time: 1.006, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0144, loss: 1.0144, grad_norm: 11.2640 2020-09-14 05:09:38,846 - mmaction - INFO - Epoch [47][2560/2640] lr: 1.000e-04, eta: 2:30:09, time: 0.995, data_time: 0.006, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9242, loss_cls: 0.9393, loss: 0.9393, grad_norm: 11.0274 2020-09-14 05:09:58,229 - mmaction - INFO - Epoch [47][2580/2640] lr: 1.000e-04, eta: 2:29:46, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.9127, loss: 0.9127, grad_norm: 10.8869 2020-09-14 05:10:17,846 - mmaction - INFO - Epoch [47][2600/2640] lr: 1.000e-04, eta: 2:29:23, time: 0.979, data_time: 0.007, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9726, loss: 0.9726, grad_norm: 10.8291 2020-09-14 05:10:35,565 - mmaction - INFO - Epoch [47][2620/2640] lr: 1.000e-04, eta: 2:29:00, time: 0.889, data_time: 0.013, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0384, loss: 1.0384, grad_norm: 11.3620 2020-09-14 05:10:52,470 - mmaction - INFO - Epoch [47][2640/2640] lr: 1.000e-04, eta: 2:28:38, time: 0.844, data_time: 0.218, memory: 7069, top1_acc: 0.7452, top5_acc: 0.9065, loss_cls: 0.9788, loss: 0.9788, grad_norm: 11.6298 2020-09-14 05:11:10,296 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-09-14 05:17:33,974 - mmaction - INFO - Epoch [48][20/2640] lr: 1.000e-04, eta: 2:28:38, time: 19.101, data_time: 18.143, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9141, loss_cls: 0.9768, loss: 0.9768, grad_norm: 11.1457 2020-09-14 05:17:53,444 - mmaction - INFO - Epoch [48][40/2640] lr: 1.000e-04, eta: 2:28:15, time: 0.982, data_time: 0.155, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9125, loss_cls: 0.9622, loss: 0.9622, grad_norm: 11.0109 2020-09-14 05:18:12,449 - mmaction - INFO - Epoch [48][60/2640] lr: 1.000e-04, eta: 2:27:52, time: 0.952, data_time: 0.005, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0070, loss: 1.0070, grad_norm: 11.1435 2020-09-14 05:18:32,857 - mmaction - INFO - Epoch [48][80/2640] lr: 1.000e-04, eta: 2:27:30, time: 1.018, data_time: 0.006, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9382, loss: 0.9382, grad_norm: 10.9932 2020-09-14 05:18:53,060 - mmaction - INFO - Epoch [48][100/2640] lr: 1.000e-04, eta: 2:27:07, time: 1.013, data_time: 0.007, memory: 7069, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.8827, loss: 0.8827, grad_norm: 10.7929 2020-09-14 05:19:13,603 - mmaction - INFO - Epoch [48][120/2640] lr: 1.000e-04, eta: 2:26:44, time: 1.022, data_time: 0.006, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9195, loss_cls: 0.9857, loss: 0.9857, grad_norm: 11.2261 2020-09-14 05:19:32,268 - mmaction - INFO - Epoch [48][140/2640] lr: 1.000e-04, eta: 2:26:21, time: 0.936, data_time: 0.007, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9227, loss_cls: 0.9314, loss: 0.9314, grad_norm: 10.8292 2020-09-14 05:19:52,055 - mmaction - INFO - Epoch [48][160/2640] lr: 1.000e-04, eta: 2:25:59, time: 0.989, data_time: 0.007, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9429, loss: 0.9429, grad_norm: 11.4298 2020-09-14 05:20:10,815 - mmaction - INFO - Epoch [48][180/2640] lr: 1.000e-04, eta: 2:25:36, time: 0.935, data_time: 0.005, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9266, loss_cls: 0.9321, loss: 0.9321, grad_norm: 11.2176 2020-09-14 05:20:30,642 - mmaction - INFO - Epoch [48][200/2640] lr: 1.000e-04, eta: 2:25:13, time: 0.996, data_time: 0.007, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0052, loss: 1.0052, grad_norm: 11.2424 2020-09-14 05:20:49,962 - mmaction - INFO - Epoch [48][220/2640] lr: 1.000e-04, eta: 2:24:50, time: 0.965, data_time: 0.006, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9242, loss_cls: 0.9392, loss: 0.9392, grad_norm: 11.0942 2020-09-14 05:21:08,634 - mmaction - INFO - Epoch [48][240/2640] lr: 1.000e-04, eta: 2:24:27, time: 0.931, data_time: 0.006, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9691, loss: 0.9691, grad_norm: 11.1867 2020-09-14 05:21:28,324 - mmaction - INFO - Epoch [48][260/2640] lr: 1.000e-04, eta: 2:24:05, time: 0.987, data_time: 0.008, memory: 7069, top1_acc: 0.7789, top5_acc: 0.9164, loss_cls: 0.8928, loss: 0.8928, grad_norm: 10.4070 2020-09-14 05:21:47,555 - mmaction - INFO - Epoch [48][280/2640] lr: 1.000e-04, eta: 2:23:42, time: 0.963, data_time: 0.007, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9164, loss_cls: 0.9487, loss: 0.9487, grad_norm: 11.1899 2020-09-14 05:22:06,444 - mmaction - INFO - Epoch [48][300/2640] lr: 1.000e-04, eta: 2:23:19, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9219, loss_cls: 0.9507, loss: 0.9507, grad_norm: 11.0334 2020-09-14 05:22:26,478 - mmaction - INFO - Epoch [48][320/2640] lr: 1.000e-04, eta: 2:22:56, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9918, loss: 0.9918, grad_norm: 11.4280 2020-09-14 05:22:45,077 - mmaction - INFO - Epoch [48][340/2640] lr: 1.000e-04, eta: 2:22:34, time: 0.924, data_time: 0.007, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9234, loss_cls: 0.9221, loss: 0.9221, grad_norm: 11.0307 2020-09-14 05:23:04,230 - mmaction - INFO - Epoch [48][360/2640] lr: 1.000e-04, eta: 2:22:11, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0197, loss: 1.0197, grad_norm: 11.1766 2020-09-14 05:23:24,851 - mmaction - INFO - Epoch [48][380/2640] lr: 1.000e-04, eta: 2:21:48, time: 1.025, data_time: 0.007, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 1.0179, loss: 1.0179, grad_norm: 11.5585 2020-09-14 05:23:44,382 - mmaction - INFO - Epoch [48][400/2640] lr: 1.000e-04, eta: 2:21:25, time: 0.983, data_time: 0.009, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9219, loss_cls: 0.9814, loss: 0.9814, grad_norm: 11.2528 2020-09-14 05:24:04,531 - mmaction - INFO - Epoch [48][420/2640] lr: 1.000e-04, eta: 2:21:03, time: 1.003, data_time: 0.006, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9164, loss_cls: 0.9633, loss: 0.9633, grad_norm: 11.0976 2020-09-14 05:24:24,605 - mmaction - INFO - Epoch [48][440/2640] lr: 1.000e-04, eta: 2:20:40, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0486, loss: 1.0486, grad_norm: 11.1783 2020-09-14 05:24:45,696 - mmaction - INFO - Epoch [48][460/2640] lr: 1.000e-04, eta: 2:20:17, time: 1.053, data_time: 0.006, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 0.9865, loss: 0.9865, grad_norm: 11.4765 2020-09-14 05:25:04,219 - mmaction - INFO - Epoch [48][480/2640] lr: 1.000e-04, eta: 2:19:55, time: 0.927, data_time: 0.004, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9331, loss: 0.9331, grad_norm: 11.0622 2020-09-14 05:25:23,886 - mmaction - INFO - Epoch [48][500/2640] lr: 1.000e-04, eta: 2:19:32, time: 0.984, data_time: 0.003, memory: 7069, top1_acc: 0.7172, top5_acc: 0.9062, loss_cls: 1.0251, loss: 1.0251, grad_norm: 11.6811 2020-09-14 05:25:43,798 - mmaction - INFO - Epoch [48][520/2640] lr: 1.000e-04, eta: 2:19:09, time: 0.993, data_time: 0.005, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9203, loss_cls: 0.9266, loss: 0.9266, grad_norm: 10.9382 2020-09-14 05:26:02,177 - mmaction - INFO - Epoch [48][540/2640] lr: 1.000e-04, eta: 2:18:46, time: 0.922, data_time: 0.008, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9094, loss_cls: 0.9951, loss: 0.9951, grad_norm: 11.1285 2020-09-14 05:26:21,361 - mmaction - INFO - Epoch [48][560/2640] lr: 1.000e-04, eta: 2:18:23, time: 0.954, data_time: 0.006, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9356, loss: 0.9356, grad_norm: 10.9330 2020-09-14 05:26:40,248 - mmaction - INFO - Epoch [48][580/2640] lr: 1.000e-04, eta: 2:18:01, time: 0.950, data_time: 0.009, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9180, loss_cls: 0.9692, loss: 0.9692, grad_norm: 11.6127 2020-09-14 05:27:02,826 - mmaction - INFO - Epoch [48][600/2640] lr: 1.000e-04, eta: 2:17:38, time: 1.128, data_time: 0.016, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9125, loss_cls: 1.0029, loss: 1.0029, grad_norm: 10.7378 2020-09-14 05:27:21,620 - mmaction - INFO - Epoch [48][620/2640] lr: 1.000e-04, eta: 2:17:15, time: 0.940, data_time: 0.048, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9055, loss_cls: 1.0185, loss: 1.0185, grad_norm: 11.2525 2020-09-14 05:27:41,734 - mmaction - INFO - Epoch [48][640/2640] lr: 1.000e-04, eta: 2:16:53, time: 1.000, data_time: 0.006, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0669, loss: 1.0669, grad_norm: 11.7108 2020-09-14 05:27:59,438 - mmaction - INFO - Epoch [48][660/2640] lr: 1.000e-04, eta: 2:16:30, time: 0.891, data_time: 0.066, memory: 7069, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0210, loss: 1.0210, grad_norm: 11.1625 2020-09-14 05:28:19,878 - mmaction - INFO - Epoch [48][680/2640] lr: 1.000e-04, eta: 2:16:07, time: 1.016, data_time: 0.047, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0191, loss: 1.0191, grad_norm: 11.2097 2020-09-14 05:28:40,310 - mmaction - INFO - Epoch [48][700/2640] lr: 1.000e-04, eta: 2:15:44, time: 1.026, data_time: 0.020, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9250, loss_cls: 0.9178, loss: 0.9178, grad_norm: 11.0116 2020-09-14 05:28:58,170 - mmaction - INFO - Epoch [48][720/2640] lr: 1.000e-04, eta: 2:15:22, time: 0.889, data_time: 0.010, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0133, loss: 1.0133, grad_norm: 11.2807 2020-09-14 05:29:17,722 - mmaction - INFO - Epoch [48][740/2640] lr: 1.000e-04, eta: 2:14:59, time: 0.982, data_time: 0.127, memory: 7069, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.9264, loss: 0.9264, grad_norm: 10.8590 2020-09-14 05:29:36,618 - mmaction - INFO - Epoch [48][760/2640] lr: 1.000e-04, eta: 2:14:36, time: 0.944, data_time: 0.191, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9172, loss_cls: 0.9752, loss: 0.9752, grad_norm: 11.1059 2020-09-14 05:29:57,060 - mmaction - INFO - Epoch [48][780/2640] lr: 1.000e-04, eta: 2:14:13, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9219, loss_cls: 0.9954, loss: 0.9954, grad_norm: 11.6071 2020-09-14 05:30:17,165 - mmaction - INFO - Epoch [48][800/2640] lr: 1.000e-04, eta: 2:13:51, time: 1.007, data_time: 0.003, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9735, loss: 0.9735, grad_norm: 10.9277 2020-09-14 05:30:37,533 - mmaction - INFO - Epoch [48][820/2640] lr: 1.000e-04, eta: 2:13:28, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9234, loss_cls: 0.9937, loss: 0.9937, grad_norm: 11.3767 2020-09-14 05:30:57,732 - mmaction - INFO - Epoch [48][840/2640] lr: 1.000e-04, eta: 2:13:05, time: 1.015, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9310, loss: 0.9310, grad_norm: 11.2296 2020-09-14 05:31:17,355 - mmaction - INFO - Epoch [48][860/2640] lr: 1.000e-04, eta: 2:12:43, time: 0.977, data_time: 0.005, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9164, loss_cls: 0.9966, loss: 0.9966, grad_norm: 11.4791 2020-09-14 05:31:35,888 - mmaction - INFO - Epoch [48][880/2640] lr: 1.000e-04, eta: 2:12:20, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9078, loss_cls: 0.9598, loss: 0.9598, grad_norm: 11.1571 2020-09-14 05:31:55,593 - mmaction - INFO - Epoch [48][900/2640] lr: 1.000e-04, eta: 2:11:57, time: 0.981, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.0361, loss: 1.0361, grad_norm: 11.3244 2020-09-14 05:32:15,874 - mmaction - INFO - Epoch [48][920/2640] lr: 1.000e-04, eta: 2:11:34, time: 1.019, data_time: 0.009, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0321, loss: 1.0321, grad_norm: 11.5355 2020-09-14 05:32:34,636 - mmaction - INFO - Epoch [48][940/2640] lr: 1.000e-04, eta: 2:11:12, time: 0.939, data_time: 0.003, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9117, loss_cls: 0.9745, loss: 0.9745, grad_norm: 11.3409 2020-09-14 05:32:54,695 - mmaction - INFO - Epoch [48][960/2640] lr: 1.000e-04, eta: 2:10:49, time: 0.998, data_time: 0.006, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9125, loss_cls: 1.0435, loss: 1.0435, grad_norm: 11.4732 2020-09-14 05:33:14,148 - mmaction - INFO - Epoch [48][980/2640] lr: 1.000e-04, eta: 2:10:26, time: 0.977, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9784, loss: 0.9784, grad_norm: 11.4046 2020-09-14 05:33:32,950 - mmaction - INFO - Epoch [48][1000/2640] lr: 1.000e-04, eta: 2:10:03, time: 0.935, data_time: 0.007, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 0.9828, loss: 0.9828, grad_norm: 11.0919 2020-09-14 05:33:53,393 - mmaction - INFO - Epoch [48][1020/2640] lr: 1.000e-04, eta: 2:09:41, time: 1.028, data_time: 0.009, memory: 7069, top1_acc: 0.7633, top5_acc: 0.9047, loss_cls: 0.9328, loss: 0.9328, grad_norm: 11.0368 2020-09-14 05:34:12,638 - mmaction - INFO - Epoch [48][1040/2640] lr: 1.000e-04, eta: 2:09:18, time: 0.962, data_time: 0.005, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9234, loss_cls: 0.9527, loss: 0.9527, grad_norm: 11.1132 2020-09-14 05:34:33,331 - mmaction - INFO - Epoch [48][1060/2640] lr: 1.000e-04, eta: 2:08:55, time: 1.035, data_time: 0.004, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9717, loss: 0.9717, grad_norm: 11.3081 2020-09-14 05:34:51,908 - mmaction - INFO - Epoch [48][1080/2640] lr: 1.000e-04, eta: 2:08:33, time: 0.924, data_time: 0.006, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9078, loss_cls: 1.0045, loss: 1.0045, grad_norm: 11.6384 2020-09-14 05:35:11,372 - mmaction - INFO - Epoch [48][1100/2640] lr: 1.000e-04, eta: 2:08:10, time: 0.977, data_time: 0.008, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0226, loss: 1.0226, grad_norm: 11.4353 2020-09-14 05:35:30,696 - mmaction - INFO - Epoch [48][1120/2640] lr: 1.000e-04, eta: 2:07:47, time: 0.967, data_time: 0.003, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0096, loss: 1.0096, grad_norm: 11.2184 2020-09-14 05:35:51,106 - mmaction - INFO - Epoch [48][1140/2640] lr: 1.000e-04, eta: 2:07:24, time: 1.021, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9788, loss: 0.9788, grad_norm: 11.2058 2020-09-14 05:36:10,717 - mmaction - INFO - Epoch [48][1160/2640] lr: 1.000e-04, eta: 2:07:02, time: 0.977, data_time: 0.041, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9227, loss_cls: 0.9519, loss: 0.9519, grad_norm: 11.0552 2020-09-14 05:36:30,126 - mmaction - INFO - Epoch [48][1180/2640] lr: 1.000e-04, eta: 2:06:39, time: 0.973, data_time: 0.072, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9273, loss_cls: 0.9462, loss: 0.9462, grad_norm: 11.0129 2020-09-14 05:36:50,503 - mmaction - INFO - Epoch [48][1200/2640] lr: 1.000e-04, eta: 2:06:16, time: 1.016, data_time: 0.007, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 1.0276, loss: 1.0276, grad_norm: 11.4727 2020-09-14 05:37:10,247 - mmaction - INFO - Epoch [48][1220/2640] lr: 1.000e-04, eta: 2:05:54, time: 0.991, data_time: 0.008, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9031, loss_cls: 0.9839, loss: 0.9839, grad_norm: 10.9839 2020-09-14 05:37:30,309 - mmaction - INFO - Epoch [48][1240/2640] lr: 1.000e-04, eta: 2:05:31, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.0778, loss: 1.0778, grad_norm: 11.5676 2020-09-14 05:37:49,999 - mmaction - INFO - Epoch [48][1260/2640] lr: 1.000e-04, eta: 2:05:08, time: 0.989, data_time: 0.008, memory: 7069, top1_acc: 0.7383, top5_acc: 0.8992, loss_cls: 1.0166, loss: 1.0166, grad_norm: 11.4728 2020-09-14 05:38:08,955 - mmaction - INFO - Epoch [48][1280/2640] lr: 1.000e-04, eta: 2:04:46, time: 0.945, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9181, loss: 0.9181, grad_norm: 11.1444 2020-09-14 05:38:29,283 - mmaction - INFO - Epoch [48][1300/2640] lr: 1.000e-04, eta: 2:04:23, time: 1.019, data_time: 0.005, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0743, loss: 1.0743, grad_norm: 11.7789 2020-09-14 05:38:47,960 - mmaction - INFO - Epoch [48][1320/2640] lr: 1.000e-04, eta: 2:04:00, time: 0.929, data_time: 0.020, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9062, loss_cls: 1.0180, loss: 1.0180, grad_norm: 11.6700 2020-09-14 05:39:07,616 - mmaction - INFO - Epoch [48][1340/2640] lr: 1.000e-04, eta: 2:03:37, time: 0.987, data_time: 0.013, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9125, loss_cls: 0.9989, loss: 0.9989, grad_norm: 11.2067 2020-09-14 05:39:27,663 - mmaction - INFO - Epoch [48][1360/2640] lr: 1.000e-04, eta: 2:03:15, time: 0.997, data_time: 0.061, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9219, loss_cls: 0.9924, loss: 0.9924, grad_norm: 11.3630 2020-09-14 05:39:46,699 - mmaction - INFO - Epoch [48][1380/2640] lr: 1.000e-04, eta: 2:02:52, time: 0.958, data_time: 0.022, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9109, loss_cls: 1.0355, loss: 1.0355, grad_norm: 11.4912 2020-09-14 05:40:06,358 - mmaction - INFO - Epoch [48][1400/2640] lr: 1.000e-04, eta: 2:02:29, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9219, loss_cls: 0.9683, loss: 0.9683, grad_norm: 11.2531 2020-09-14 05:40:24,737 - mmaction - INFO - Epoch [48][1420/2640] lr: 1.000e-04, eta: 2:02:07, time: 0.919, data_time: 0.002, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9119, loss: 0.9119, grad_norm: 10.7537 2020-09-14 05:40:45,625 - mmaction - INFO - Epoch [48][1440/2640] lr: 1.000e-04, eta: 2:01:44, time: 1.039, data_time: 0.005, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9086, loss_cls: 0.9816, loss: 0.9816, grad_norm: 11.2433 2020-09-14 05:41:04,546 - mmaction - INFO - Epoch [48][1460/2640] lr: 1.000e-04, eta: 2:01:21, time: 0.952, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.8953, loss_cls: 1.0452, loss: 1.0452, grad_norm: 11.8056 2020-09-14 05:41:24,914 - mmaction - INFO - Epoch [48][1480/2640] lr: 1.000e-04, eta: 2:00:59, time: 1.013, data_time: 0.005, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9000, loss_cls: 1.0374, loss: 1.0374, grad_norm: 11.2625 2020-09-14 05:41:45,122 - mmaction - INFO - Epoch [48][1500/2640] lr: 1.000e-04, eta: 2:00:36, time: 1.015, data_time: 0.008, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9031, loss_cls: 1.0337, loss: 1.0337, grad_norm: 11.3087 2020-09-14 05:42:05,091 - mmaction - INFO - Epoch [48][1520/2640] lr: 1.000e-04, eta: 2:00:13, time: 0.995, data_time: 0.007, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9062, loss_cls: 0.9772, loss: 0.9772, grad_norm: 11.0379 2020-09-14 05:42:22,721 - mmaction - INFO - Epoch [48][1540/2640] lr: 1.000e-04, eta: 1:59:50, time: 0.886, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9286, loss: 0.9286, grad_norm: 10.9748 2020-09-14 05:42:42,481 - mmaction - INFO - Epoch [48][1560/2640] lr: 1.000e-04, eta: 1:59:28, time: 0.988, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 0.9935, loss: 0.9935, grad_norm: 11.6148 2020-09-14 05:43:02,947 - mmaction - INFO - Epoch [48][1580/2640] lr: 1.000e-04, eta: 1:59:05, time: 1.023, data_time: 0.002, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9141, loss_cls: 0.9580, loss: 0.9580, grad_norm: 11.1202 2020-09-14 05:43:21,386 - mmaction - INFO - Epoch [48][1600/2640] lr: 1.000e-04, eta: 1:58:42, time: 0.922, data_time: 0.007, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9310, loss: 0.9310, grad_norm: 11.2993 2020-09-14 05:43:40,720 - mmaction - INFO - Epoch [48][1620/2640] lr: 1.000e-04, eta: 1:58:20, time: 0.967, data_time: 0.102, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 1.0072, loss: 1.0072, grad_norm: 11.1470 2020-09-14 05:44:01,155 - mmaction - INFO - Epoch [48][1640/2640] lr: 1.000e-04, eta: 1:57:57, time: 1.019, data_time: 0.272, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 1.0216, loss: 1.0216, grad_norm: 11.6143 2020-09-14 05:44:21,012 - mmaction - INFO - Epoch [48][1660/2640] lr: 1.000e-04, eta: 1:57:34, time: 0.995, data_time: 0.058, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9227, loss: 0.9227, grad_norm: 11.0390 2020-09-14 05:44:39,710 - mmaction - INFO - Epoch [48][1680/2640] lr: 1.000e-04, eta: 1:57:12, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9289, loss_cls: 0.9003, loss: 0.9003, grad_norm: 10.6144 2020-09-14 05:44:59,302 - mmaction - INFO - Epoch [48][1700/2640] lr: 1.000e-04, eta: 1:56:49, time: 0.979, data_time: 0.313, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9289, loss_cls: 0.9322, loss: 0.9322, grad_norm: 10.8960 2020-09-14 05:45:19,357 - mmaction - INFO - Epoch [48][1720/2640] lr: 1.000e-04, eta: 1:56:26, time: 1.003, data_time: 0.226, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9702, loss: 0.9702, grad_norm: 11.4785 2020-09-14 05:45:37,990 - mmaction - INFO - Epoch [48][1740/2640] lr: 1.000e-04, eta: 1:56:04, time: 0.928, data_time: 0.158, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9203, loss_cls: 0.9751, loss: 0.9751, grad_norm: 11.2741 2020-09-14 05:45:57,188 - mmaction - INFO - Epoch [48][1760/2640] lr: 1.000e-04, eta: 1:55:41, time: 0.964, data_time: 0.078, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9156, loss_cls: 1.0046, loss: 1.0046, grad_norm: 11.3572 2020-09-14 05:46:17,223 - mmaction - INFO - Epoch [48][1780/2640] lr: 1.000e-04, eta: 1:55:18, time: 0.998, data_time: 0.197, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9672, loss: 0.9672, grad_norm: 11.1095 2020-09-14 05:46:37,780 - mmaction - INFO - Epoch [48][1800/2640] lr: 1.000e-04, eta: 1:54:56, time: 1.031, data_time: 0.008, memory: 7069, top1_acc: 0.7281, top5_acc: 0.9117, loss_cls: 1.0056, loss: 1.0056, grad_norm: 11.5789 2020-09-14 05:46:58,156 - mmaction - INFO - Epoch [48][1820/2640] lr: 1.000e-04, eta: 1:54:33, time: 1.014, data_time: 0.007, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9102, loss_cls: 0.9886, loss: 0.9886, grad_norm: 11.1406 2020-09-14 05:47:17,352 - mmaction - INFO - Epoch [48][1840/2640] lr: 1.000e-04, eta: 1:54:10, time: 0.964, data_time: 0.019, memory: 7069, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.0129, loss: 1.0129, grad_norm: 11.6869 2020-09-14 05:47:37,290 - mmaction - INFO - Epoch [48][1860/2640] lr: 1.000e-04, eta: 1:53:48, time: 0.994, data_time: 0.006, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 0.9915, loss: 0.9915, grad_norm: 11.3618 2020-09-14 05:47:55,381 - mmaction - INFO - Epoch [48][1880/2640] lr: 1.000e-04, eta: 1:53:25, time: 0.906, data_time: 0.006, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9227, loss_cls: 0.9590, loss: 0.9590, grad_norm: 11.0163 2020-09-14 05:48:14,879 - mmaction - INFO - Epoch [48][1900/2640] lr: 1.000e-04, eta: 1:53:02, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9203, loss_cls: 0.9369, loss: 0.9369, grad_norm: 11.2881 2020-09-14 05:48:34,645 - mmaction - INFO - Epoch [48][1920/2640] lr: 1.000e-04, eta: 1:52:39, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 0.9872, loss: 0.9872, grad_norm: 11.3320 2020-09-14 05:48:55,328 - mmaction - INFO - Epoch [48][1940/2640] lr: 1.000e-04, eta: 1:52:17, time: 1.030, data_time: 0.005, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0229, loss: 1.0229, grad_norm: 11.6223 2020-09-14 05:49:15,248 - mmaction - INFO - Epoch [48][1960/2640] lr: 1.000e-04, eta: 1:51:54, time: 1.000, data_time: 0.030, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9627, loss: 0.9627, grad_norm: 10.9826 2020-09-14 05:49:34,442 - mmaction - INFO - Epoch [48][1980/2640] lr: 1.000e-04, eta: 1:51:31, time: 0.954, data_time: 0.008, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 0.9730, loss: 0.9730, grad_norm: 11.1263 2020-09-14 05:49:54,308 - mmaction - INFO - Epoch [48][2000/2640] lr: 1.000e-04, eta: 1:51:09, time: 0.998, data_time: 0.008, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9141, loss_cls: 0.9860, loss: 0.9860, grad_norm: 11.3035 2020-09-14 05:50:13,237 - mmaction - INFO - Epoch [48][2020/2640] lr: 1.000e-04, eta: 1:50:46, time: 0.944, data_time: 0.010, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9180, loss_cls: 0.9667, loss: 0.9667, grad_norm: 11.2147 2020-09-14 05:50:33,604 - mmaction - INFO - Epoch [48][2040/2640] lr: 1.000e-04, eta: 1:50:24, time: 1.021, data_time: 0.018, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9133, loss_cls: 0.9731, loss: 0.9731, grad_norm: 11.5793 2020-09-14 05:50:53,291 - mmaction - INFO - Epoch [48][2060/2640] lr: 1.000e-04, eta: 1:50:01, time: 0.980, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9408, loss: 0.9408, grad_norm: 11.0758 2020-09-14 05:51:12,368 - mmaction - INFO - Epoch [48][2080/2640] lr: 1.000e-04, eta: 1:49:38, time: 0.958, data_time: 0.007, memory: 7069, top1_acc: 0.7273, top5_acc: 0.9094, loss_cls: 1.0231, loss: 1.0231, grad_norm: 11.5319 2020-09-14 05:51:31,466 - mmaction - INFO - Epoch [48][2100/2640] lr: 1.000e-04, eta: 1:49:15, time: 0.952, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9117, loss_cls: 1.0064, loss: 1.0064, grad_norm: 11.5794 2020-09-14 05:51:51,813 - mmaction - INFO - Epoch [48][2120/2640] lr: 1.000e-04, eta: 1:48:53, time: 1.019, data_time: 0.008, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9787, loss: 0.9787, grad_norm: 11.1166 2020-09-14 05:52:11,679 - mmaction - INFO - Epoch [48][2140/2640] lr: 1.000e-04, eta: 1:48:30, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9305, loss_cls: 0.9038, loss: 0.9038, grad_norm: 10.9996 2020-09-14 05:52:30,448 - mmaction - INFO - Epoch [48][2160/2640] lr: 1.000e-04, eta: 1:48:07, time: 0.942, data_time: 0.008, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9156, loss_cls: 0.9281, loss: 0.9281, grad_norm: 10.9702 2020-09-14 05:52:50,775 - mmaction - INFO - Epoch [48][2180/2640] lr: 1.000e-04, eta: 1:47:45, time: 1.011, data_time: 0.006, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9094, loss_cls: 0.9745, loss: 0.9745, grad_norm: 11.1783 2020-09-14 05:53:09,481 - mmaction - INFO - Epoch [48][2200/2640] lr: 1.000e-04, eta: 1:47:22, time: 0.941, data_time: 0.008, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9133, loss_cls: 0.9933, loss: 0.9933, grad_norm: 11.6620 2020-09-14 05:53:28,563 - mmaction - INFO - Epoch [48][2220/2640] lr: 1.000e-04, eta: 1:46:59, time: 0.947, data_time: 0.006, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9164, loss_cls: 0.9328, loss: 0.9328, grad_norm: 11.0428 2020-09-14 05:53:49,636 - mmaction - INFO - Epoch [48][2240/2640] lr: 1.000e-04, eta: 1:46:37, time: 1.060, data_time: 0.061, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9055, loss_cls: 1.0175, loss: 1.0175, grad_norm: 11.5870 2020-09-14 05:54:08,140 - mmaction - INFO - Epoch [48][2260/2640] lr: 1.000e-04, eta: 1:46:14, time: 0.918, data_time: 0.004, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9086, loss_cls: 0.9681, loss: 0.9681, grad_norm: 11.3989 2020-09-14 05:54:28,112 - mmaction - INFO - Epoch [48][2280/2640] lr: 1.000e-04, eta: 1:45:52, time: 1.006, data_time: 0.009, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0472, loss: 1.0472, grad_norm: 11.8330 2020-09-14 05:54:48,539 - mmaction - INFO - Epoch [48][2300/2640] lr: 1.000e-04, eta: 1:45:29, time: 1.015, data_time: 0.009, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 0.9732, loss: 0.9732, grad_norm: 11.0897 2020-09-14 05:55:06,537 - mmaction - INFO - Epoch [48][2320/2640] lr: 1.000e-04, eta: 1:45:06, time: 0.905, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9102, loss_cls: 1.0164, loss: 1.0164, grad_norm: 11.4145 2020-09-14 05:55:27,056 - mmaction - INFO - Epoch [48][2340/2640] lr: 1.000e-04, eta: 1:44:44, time: 1.026, data_time: 0.002, memory: 7069, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0657, loss: 1.0657, grad_norm: 11.2607 2020-09-14 05:55:46,766 - mmaction - INFO - Epoch [48][2360/2640] lr: 1.000e-04, eta: 1:44:21, time: 0.980, data_time: 0.154, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9688, loss: 0.9688, grad_norm: 11.6201 2020-09-14 05:56:05,539 - mmaction - INFO - Epoch [48][2380/2640] lr: 1.000e-04, eta: 1:43:58, time: 0.944, data_time: 0.252, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9621, loss: 0.9621, grad_norm: 11.1667 2020-09-14 05:56:25,457 - mmaction - INFO - Epoch [48][2400/2640] lr: 1.000e-04, eta: 1:43:36, time: 0.994, data_time: 0.254, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9172, loss_cls: 0.9986, loss: 0.9986, grad_norm: 11.3546 2020-09-14 05:56:45,610 - mmaction - INFO - Epoch [48][2420/2640] lr: 1.000e-04, eta: 1:43:13, time: 1.010, data_time: 0.420, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 0.9910, loss: 0.9910, grad_norm: 11.6170 2020-09-14 05:57:04,827 - mmaction - INFO - Epoch [48][2440/2640] lr: 1.000e-04, eta: 1:42:50, time: 0.956, data_time: 0.361, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9000, loss_cls: 1.0373, loss: 1.0373, grad_norm: 11.2662 2020-09-14 05:57:23,447 - mmaction - INFO - Epoch [48][2460/2640] lr: 1.000e-04, eta: 1:42:28, time: 0.935, data_time: 0.341, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9172, loss_cls: 0.9626, loss: 0.9626, grad_norm: 10.9447 2020-09-14 05:57:44,805 - mmaction - INFO - Epoch [48][2480/2640] lr: 1.000e-04, eta: 1:42:05, time: 1.066, data_time: 0.476, memory: 7069, top1_acc: 0.7680, top5_acc: 0.9133, loss_cls: 0.9217, loss: 0.9217, grad_norm: 11.0213 2020-09-14 05:58:02,172 - mmaction - INFO - Epoch [48][2500/2640] lr: 1.000e-04, eta: 1:41:42, time: 0.870, data_time: 0.269, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 0.9912, loss: 0.9912, grad_norm: 11.2758 2020-09-14 05:58:22,259 - mmaction - INFO - Epoch [48][2520/2640] lr: 1.000e-04, eta: 1:41:20, time: 1.005, data_time: 0.139, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9133, loss_cls: 1.0109, loss: 1.0109, grad_norm: 11.4636 2020-09-14 05:58:43,504 - mmaction - INFO - Epoch [48][2540/2640] lr: 1.000e-04, eta: 1:40:57, time: 1.062, data_time: 0.004, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0261, loss: 1.0261, grad_norm: 11.6204 2020-09-14 05:59:03,698 - mmaction - INFO - Epoch [48][2560/2640] lr: 1.000e-04, eta: 1:40:35, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9537, loss: 0.9537, grad_norm: 11.1456 2020-09-14 05:59:22,197 - mmaction - INFO - Epoch [48][2580/2640] lr: 1.000e-04, eta: 1:40:12, time: 0.927, data_time: 0.005, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9023, loss_cls: 1.0772, loss: 1.0772, grad_norm: 11.7463 2020-09-14 05:59:41,753 - mmaction - INFO - Epoch [48][2600/2640] lr: 1.000e-04, eta: 1:39:49, time: 0.976, data_time: 0.008, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9398, loss: 0.9398, grad_norm: 10.8245 2020-09-14 06:00:02,147 - mmaction - INFO - Epoch [48][2620/2640] lr: 1.000e-04, eta: 1:39:27, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0590, loss: 1.0590, grad_norm: 11.4623 2020-09-14 06:00:19,592 - mmaction - INFO - Epoch [48][2640/2640] lr: 1.000e-04, eta: 1:39:04, time: 0.855, data_time: 0.006, memory: 7069, top1_acc: 0.7435, top5_acc: 0.9177, loss_cls: 0.9632, loss: 0.9632, grad_norm: 11.7304 2020-09-14 06:00:37,798 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-09-14 06:07:07,085 - mmaction - INFO - Epoch [49][20/2640] lr: 1.000e-04, eta: 1:38:56, time: 19.391, data_time: 18.477, memory: 7069, top1_acc: 0.7117, top5_acc: 0.9070, loss_cls: 1.0703, loss: 1.0703, grad_norm: 11.9839 2020-09-14 06:07:27,477 - mmaction - INFO - Epoch [49][40/2640] lr: 1.000e-04, eta: 1:38:34, time: 1.027, data_time: 0.274, memory: 7069, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0528, loss: 1.0528, grad_norm: 11.8968 2020-09-14 06:07:47,969 - mmaction - INFO - Epoch [49][60/2640] lr: 1.000e-04, eta: 1:38:11, time: 1.030, data_time: 0.111, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 1.0025, loss: 1.0025, grad_norm: 11.2404 2020-09-14 06:08:06,875 - mmaction - INFO - Epoch [49][80/2640] lr: 1.000e-04, eta: 1:37:48, time: 0.939, data_time: 0.118, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9242, loss_cls: 0.9806, loss: 0.9806, grad_norm: 11.4872 2020-09-14 06:08:26,910 - mmaction - INFO - Epoch [49][100/2640] lr: 1.000e-04, eta: 1:37:26, time: 1.007, data_time: 0.394, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9148, loss_cls: 0.9258, loss: 0.9258, grad_norm: 11.1395 2020-09-14 06:08:46,208 - mmaction - INFO - Epoch [49][120/2640] lr: 1.000e-04, eta: 1:37:03, time: 0.964, data_time: 0.258, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 1.0008, loss: 1.0008, grad_norm: 11.3004 2020-09-14 06:09:05,374 - mmaction - INFO - Epoch [49][140/2640] lr: 1.000e-04, eta: 1:36:40, time: 0.959, data_time: 0.171, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9281, loss: 0.9281, grad_norm: 11.3544 2020-09-14 06:09:24,263 - mmaction - INFO - Epoch [49][160/2640] lr: 1.000e-04, eta: 1:36:18, time: 0.939, data_time: 0.073, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9125, loss_cls: 0.9456, loss: 0.9456, grad_norm: 11.1115 2020-09-14 06:09:42,919 - mmaction - INFO - Epoch [49][180/2640] lr: 1.000e-04, eta: 1:35:55, time: 0.938, data_time: 0.121, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9289, loss_cls: 0.9237, loss: 0.9237, grad_norm: 10.9153 2020-09-14 06:10:02,243 - mmaction - INFO - Epoch [49][200/2640] lr: 1.000e-04, eta: 1:35:32, time: 0.966, data_time: 0.005, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9173, loss: 0.9173, grad_norm: 10.9195 2020-09-14 06:10:22,608 - mmaction - INFO - Epoch [49][220/2640] lr: 1.000e-04, eta: 1:35:10, time: 1.019, data_time: 0.003, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9448, loss: 0.9448, grad_norm: 11.1380 2020-09-14 06:10:42,137 - mmaction - INFO - Epoch [49][240/2640] lr: 1.000e-04, eta: 1:34:47, time: 0.971, data_time: 0.005, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9925, loss: 0.9925, grad_norm: 11.2260 2020-09-14 06:11:01,955 - mmaction - INFO - Epoch [49][260/2640] lr: 1.000e-04, eta: 1:34:24, time: 0.996, data_time: 0.009, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9817, loss: 0.9817, grad_norm: 11.3697 2020-09-14 06:11:20,570 - mmaction - INFO - Epoch [49][280/2640] lr: 1.000e-04, eta: 1:34:01, time: 0.930, data_time: 0.006, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9673, loss: 0.9673, grad_norm: 11.2969 2020-09-14 06:11:40,196 - mmaction - INFO - Epoch [49][300/2640] lr: 1.000e-04, eta: 1:33:39, time: 0.983, data_time: 0.011, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9016, loss_cls: 1.0017, loss: 1.0017, grad_norm: 11.6831 2020-09-14 06:12:00,323 - mmaction - INFO - Epoch [49][320/2640] lr: 1.000e-04, eta: 1:33:16, time: 1.001, data_time: 0.012, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 0.9943, loss: 0.9943, grad_norm: 11.7695 2020-09-14 06:12:18,883 - mmaction - INFO - Epoch [49][340/2640] lr: 1.000e-04, eta: 1:32:53, time: 0.932, data_time: 0.008, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9094, loss_cls: 1.0185, loss: 1.0185, grad_norm: 11.5418 2020-09-14 06:12:38,450 - mmaction - INFO - Epoch [49][360/2640] lr: 1.000e-04, eta: 1:32:31, time: 0.976, data_time: 0.007, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9336, loss_cls: 0.9279, loss: 0.9279, grad_norm: 11.4420 2020-09-14 06:12:58,221 - mmaction - INFO - Epoch [49][380/2640] lr: 1.000e-04, eta: 1:32:08, time: 0.993, data_time: 0.009, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9117, loss_cls: 0.9784, loss: 0.9784, grad_norm: 11.3070 2020-09-14 06:13:18,829 - mmaction - INFO - Epoch [49][400/2640] lr: 1.000e-04, eta: 1:31:45, time: 1.029, data_time: 0.002, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9156, loss_cls: 0.9217, loss: 0.9217, grad_norm: 11.0433 2020-09-14 06:13:38,650 - mmaction - INFO - Epoch [49][420/2640] lr: 1.000e-04, eta: 1:31:23, time: 0.991, data_time: 0.006, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9590, loss: 0.9590, grad_norm: 11.1201 2020-09-14 06:13:58,220 - mmaction - INFO - Epoch [49][440/2640] lr: 1.000e-04, eta: 1:31:00, time: 0.972, data_time: 0.008, memory: 7069, top1_acc: 0.7219, top5_acc: 0.9055, loss_cls: 1.0375, loss: 1.0375, grad_norm: 11.6222 2020-09-14 06:14:17,597 - mmaction - INFO - Epoch [49][460/2640] lr: 1.000e-04, eta: 1:30:37, time: 0.976, data_time: 0.009, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9070, loss_cls: 0.9738, loss: 0.9738, grad_norm: 11.1767 2020-09-14 06:14:36,073 - mmaction - INFO - Epoch [49][480/2640] lr: 1.000e-04, eta: 1:30:15, time: 0.923, data_time: 0.053, memory: 7069, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0032, loss: 1.0032, grad_norm: 11.4556 2020-09-14 06:14:55,801 - mmaction - INFO - Epoch [49][500/2640] lr: 1.000e-04, eta: 1:29:52, time: 0.982, data_time: 0.021, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9409, loss: 0.9409, grad_norm: 11.3620 2020-09-14 06:15:15,846 - mmaction - INFO - Epoch [49][520/2640] lr: 1.000e-04, eta: 1:29:29, time: 1.008, data_time: 0.008, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9320, loss_cls: 0.9191, loss: 0.9191, grad_norm: 10.9704 2020-09-14 06:15:34,883 - mmaction - INFO - Epoch [49][540/2640] lr: 1.000e-04, eta: 1:29:07, time: 0.950, data_time: 0.007, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9164, loss_cls: 0.9252, loss: 0.9252, grad_norm: 10.9013 2020-09-14 06:15:55,480 - mmaction - INFO - Epoch [49][560/2640] lr: 1.000e-04, eta: 1:28:44, time: 1.031, data_time: 0.005, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9448, loss: 0.9448, grad_norm: 11.2845 2020-09-14 06:16:12,182 - mmaction - INFO - Epoch [49][580/2640] lr: 1.000e-04, eta: 1:28:21, time: 0.832, data_time: 0.006, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9023, loss_cls: 0.9982, loss: 0.9982, grad_norm: 11.2473 2020-09-14 06:16:32,664 - mmaction - INFO - Epoch [49][600/2640] lr: 1.000e-04, eta: 1:27:59, time: 1.028, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 0.9978, loss: 0.9978, grad_norm: 11.4991 2020-09-14 06:16:53,040 - mmaction - INFO - Epoch [49][620/2640] lr: 1.000e-04, eta: 1:27:36, time: 1.016, data_time: 0.007, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9078, loss_cls: 1.0486, loss: 1.0486, grad_norm: 11.4330 2020-09-14 06:17:11,191 - mmaction - INFO - Epoch [49][640/2640] lr: 1.000e-04, eta: 1:27:13, time: 0.910, data_time: 0.007, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9242, loss_cls: 0.9245, loss: 0.9245, grad_norm: 11.0947 2020-09-14 06:17:29,837 - mmaction - INFO - Epoch [49][660/2640] lr: 1.000e-04, eta: 1:26:50, time: 0.928, data_time: 0.006, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9125, loss_cls: 0.9628, loss: 0.9628, grad_norm: 11.1068 2020-09-14 06:17:49,129 - mmaction - INFO - Epoch [49][680/2640] lr: 1.000e-04, eta: 1:26:28, time: 0.969, data_time: 0.014, memory: 7069, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0848, loss: 1.0848, grad_norm: 11.6421 2020-09-14 06:18:08,877 - mmaction - INFO - Epoch [49][700/2640] lr: 1.000e-04, eta: 1:26:05, time: 0.984, data_time: 0.005, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9183, loss: 0.9183, grad_norm: 11.0566 2020-09-14 06:18:29,217 - mmaction - INFO - Epoch [49][720/2640] lr: 1.000e-04, eta: 1:25:43, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9242, loss_cls: 0.9877, loss: 0.9877, grad_norm: 11.8915 2020-09-14 06:18:49,033 - mmaction - INFO - Epoch [49][740/2640] lr: 1.000e-04, eta: 1:25:20, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9133, loss_cls: 0.9955, loss: 0.9955, grad_norm: 11.4907 2020-09-14 06:19:06,596 - mmaction - INFO - Epoch [49][760/2640] lr: 1.000e-04, eta: 1:24:57, time: 0.883, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9242, loss_cls: 0.9681, loss: 0.9681, grad_norm: 11.6007 2020-09-14 06:19:27,963 - mmaction - INFO - Epoch [49][780/2640] lr: 1.000e-04, eta: 1:24:35, time: 1.063, data_time: 0.012, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0141, loss: 1.0141, grad_norm: 11.4206 2020-09-14 06:19:47,361 - mmaction - INFO - Epoch [49][800/2640] lr: 1.000e-04, eta: 1:24:12, time: 0.975, data_time: 0.229, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9787, loss: 0.9787, grad_norm: 11.5127 2020-09-14 06:20:07,888 - mmaction - INFO - Epoch [49][820/2640] lr: 1.000e-04, eta: 1:23:49, time: 1.025, data_time: 0.433, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9109, loss_cls: 0.9732, loss: 0.9732, grad_norm: 11.4318 2020-09-14 06:20:27,093 - mmaction - INFO - Epoch [49][840/2640] lr: 1.000e-04, eta: 1:23:27, time: 0.961, data_time: 0.372, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9141, loss_cls: 0.9855, loss: 0.9855, grad_norm: 11.5964 2020-09-14 06:20:44,031 - mmaction - INFO - Epoch [49][860/2640] lr: 1.000e-04, eta: 1:23:04, time: 0.841, data_time: 0.113, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 0.9815, loss: 0.9815, grad_norm: 11.1969 2020-09-14 06:21:04,802 - mmaction - INFO - Epoch [49][880/2640] lr: 1.000e-04, eta: 1:22:41, time: 1.045, data_time: 0.038, memory: 7069, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0179, loss: 1.0179, grad_norm: 11.5439 2020-09-14 06:21:23,771 - mmaction - INFO - Epoch [49][900/2640] lr: 1.000e-04, eta: 1:22:19, time: 0.942, data_time: 0.059, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9576, loss: 0.9576, grad_norm: 11.4824 2020-09-14 06:21:44,121 - mmaction - INFO - Epoch [49][920/2640] lr: 1.000e-04, eta: 1:21:56, time: 1.025, data_time: 0.236, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9078, loss_cls: 0.9760, loss: 0.9760, grad_norm: 11.7485 2020-09-14 06:22:04,242 - mmaction - INFO - Epoch [49][940/2640] lr: 1.000e-04, eta: 1:21:33, time: 1.002, data_time: 0.370, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9148, loss_cls: 1.0083, loss: 1.0083, grad_norm: 11.4122 2020-09-14 06:22:22,928 - mmaction - INFO - Epoch [49][960/2640] lr: 1.000e-04, eta: 1:21:11, time: 0.939, data_time: 0.351, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 1.0077, loss: 1.0077, grad_norm: 11.2258 2020-09-14 06:22:42,890 - mmaction - INFO - Epoch [49][980/2640] lr: 1.000e-04, eta: 1:20:48, time: 0.993, data_time: 0.244, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.9192, loss: 0.9192, grad_norm: 11.1572 2020-09-14 06:23:02,156 - mmaction - INFO - Epoch [49][1000/2640] lr: 1.000e-04, eta: 1:20:25, time: 0.968, data_time: 0.008, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9403, loss: 0.9403, grad_norm: 11.2077 2020-09-14 06:23:21,822 - mmaction - INFO - Epoch [49][1020/2640] lr: 1.000e-04, eta: 1:20:03, time: 0.982, data_time: 0.026, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0878, loss: 1.0878, grad_norm: 11.8025 2020-09-14 06:23:40,953 - mmaction - INFO - Epoch [49][1040/2640] lr: 1.000e-04, eta: 1:19:40, time: 0.954, data_time: 0.150, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 0.9945, loss: 0.9945, grad_norm: 11.4187 2020-09-14 06:24:01,292 - mmaction - INFO - Epoch [49][1060/2640] lr: 1.000e-04, eta: 1:19:17, time: 1.022, data_time: 0.188, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0083, loss: 1.0083, grad_norm: 11.5614 2020-09-14 06:24:21,666 - mmaction - INFO - Epoch [49][1080/2640] lr: 1.000e-04, eta: 1:18:55, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9553, loss: 0.9553, grad_norm: 11.1352 2020-09-14 06:24:40,462 - mmaction - INFO - Epoch [49][1100/2640] lr: 1.000e-04, eta: 1:18:32, time: 0.941, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 0.9921, loss: 0.9921, grad_norm: 11.4191 2020-09-14 06:25:01,279 - mmaction - INFO - Epoch [49][1120/2640] lr: 1.000e-04, eta: 1:18:09, time: 1.041, data_time: 0.007, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9272, loss: 0.9272, grad_norm: 10.7198 2020-09-14 06:25:20,858 - mmaction - INFO - Epoch [49][1140/2640] lr: 1.000e-04, eta: 1:17:47, time: 0.980, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0134, loss: 1.0134, grad_norm: 11.5058 2020-09-14 06:25:40,407 - mmaction - INFO - Epoch [49][1160/2640] lr: 1.000e-04, eta: 1:17:24, time: 0.973, data_time: 0.006, memory: 7069, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.0910, loss: 1.0910, grad_norm: 11.8430 2020-09-14 06:25:59,247 - mmaction - INFO - Epoch [49][1180/2640] lr: 1.000e-04, eta: 1:17:02, time: 0.945, data_time: 0.007, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9227, loss_cls: 0.9212, loss: 0.9212, grad_norm: 11.3816 2020-09-14 06:26:19,155 - mmaction - INFO - Epoch [49][1200/2640] lr: 1.000e-04, eta: 1:16:39, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9316, loss: 0.9316, grad_norm: 11.2428 2020-09-14 06:26:38,880 - mmaction - INFO - Epoch [49][1220/2640] lr: 1.000e-04, eta: 1:16:16, time: 0.988, data_time: 0.005, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 0.9859, loss: 0.9859, grad_norm: 11.7142 2020-09-14 06:26:58,347 - mmaction - INFO - Epoch [49][1240/2640] lr: 1.000e-04, eta: 1:15:54, time: 0.973, data_time: 0.006, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9187, loss_cls: 0.9337, loss: 0.9337, grad_norm: 11.0453 2020-09-14 06:27:17,490 - mmaction - INFO - Epoch [49][1260/2640] lr: 1.000e-04, eta: 1:15:31, time: 0.958, data_time: 0.016, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9000, loss_cls: 1.0447, loss: 1.0447, grad_norm: 11.5838 2020-09-14 06:27:38,484 - mmaction - INFO - Epoch [49][1280/2640] lr: 1.000e-04, eta: 1:15:08, time: 1.046, data_time: 0.005, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0374, loss: 1.0374, grad_norm: 11.6385 2020-09-14 06:27:56,794 - mmaction - INFO - Epoch [49][1300/2640] lr: 1.000e-04, eta: 1:14:46, time: 0.919, data_time: 0.008, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0296, loss: 1.0296, grad_norm: 11.8616 2020-09-14 06:28:16,580 - mmaction - INFO - Epoch [49][1320/2640] lr: 1.000e-04, eta: 1:14:23, time: 0.986, data_time: 0.005, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9352, loss_cls: 0.8981, loss: 0.8981, grad_norm: 10.8769 2020-09-14 06:28:35,664 - mmaction - INFO - Epoch [49][1340/2640] lr: 1.000e-04, eta: 1:14:00, time: 0.956, data_time: 0.007, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9195, loss_cls: 0.9926, loss: 0.9926, grad_norm: 11.3640 2020-09-14 06:28:56,306 - mmaction - INFO - Epoch [49][1360/2640] lr: 1.000e-04, eta: 1:13:38, time: 1.028, data_time: 0.007, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9133, loss_cls: 0.9695, loss: 0.9695, grad_norm: 11.2074 2020-09-14 06:29:15,959 - mmaction - INFO - Epoch [49][1380/2640] lr: 1.000e-04, eta: 1:13:15, time: 0.988, data_time: 0.008, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 1.0059, loss: 1.0059, grad_norm: 11.7519 2020-09-14 06:29:34,755 - mmaction - INFO - Epoch [49][1400/2640] lr: 1.000e-04, eta: 1:12:53, time: 0.936, data_time: 0.007, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9567, loss: 0.9567, grad_norm: 11.2240 2020-09-14 06:29:53,588 - mmaction - INFO - Epoch [49][1420/2640] lr: 1.000e-04, eta: 1:12:30, time: 0.946, data_time: 0.006, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9094, loss_cls: 1.0136, loss: 1.0136, grad_norm: 11.5389 2020-09-14 06:30:13,109 - mmaction - INFO - Epoch [49][1440/2640] lr: 1.000e-04, eta: 1:12:07, time: 0.973, data_time: 0.005, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9281, loss_cls: 0.9463, loss: 0.9463, grad_norm: 11.0826 2020-09-14 06:30:34,123 - mmaction - INFO - Epoch [49][1460/2640] lr: 1.000e-04, eta: 1:11:45, time: 1.054, data_time: 0.009, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0009, loss: 1.0009, grad_norm: 11.0398 2020-09-14 06:30:53,938 - mmaction - INFO - Epoch [49][1480/2640] lr: 1.000e-04, eta: 1:11:22, time: 0.990, data_time: 0.007, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 0.9963, loss: 0.9963, grad_norm: 11.2860 2020-09-14 06:31:13,658 - mmaction - INFO - Epoch [49][1500/2640] lr: 1.000e-04, eta: 1:10:59, time: 0.986, data_time: 0.003, memory: 7069, top1_acc: 0.7508, top5_acc: 0.8992, loss_cls: 0.9808, loss: 0.9808, grad_norm: 11.2388 2020-09-14 06:31:33,691 - mmaction - INFO - Epoch [49][1520/2640] lr: 1.000e-04, eta: 1:10:37, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9334, loss: 0.9334, grad_norm: 11.1828 2020-09-14 06:31:52,155 - mmaction - INFO - Epoch [49][1540/2640] lr: 1.000e-04, eta: 1:10:14, time: 0.926, data_time: 0.008, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0093, loss: 1.0093, grad_norm: 11.3316 2020-09-14 06:32:11,555 - mmaction - INFO - Epoch [49][1560/2640] lr: 1.000e-04, eta: 1:09:51, time: 0.965, data_time: 0.005, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9062, loss_cls: 0.9889, loss: 0.9889, grad_norm: 11.0946 2020-09-14 06:32:30,072 - mmaction - INFO - Epoch [49][1580/2640] lr: 1.000e-04, eta: 1:09:29, time: 0.930, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9234, loss_cls: 0.9856, loss: 0.9856, grad_norm: 11.4017 2020-09-14 06:32:48,677 - mmaction - INFO - Epoch [49][1600/2640] lr: 1.000e-04, eta: 1:09:06, time: 0.927, data_time: 0.007, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9180, loss_cls: 0.9535, loss: 0.9535, grad_norm: 11.0488 2020-09-14 06:33:08,486 - mmaction - INFO - Epoch [49][1620/2640] lr: 1.000e-04, eta: 1:08:44, time: 0.994, data_time: 0.008, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9281, loss_cls: 0.9090, loss: 0.9090, grad_norm: 11.1885 2020-09-14 06:33:28,662 - mmaction - INFO - Epoch [49][1640/2640] lr: 1.000e-04, eta: 1:08:21, time: 1.005, data_time: 0.006, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0279, loss: 1.0279, grad_norm: 11.8614 2020-09-14 06:33:49,138 - mmaction - INFO - Epoch [49][1660/2640] lr: 1.000e-04, eta: 1:07:58, time: 1.027, data_time: 0.070, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 0.9651, loss: 0.9651, grad_norm: 11.4569 2020-09-14 06:34:08,792 - mmaction - INFO - Epoch [49][1680/2640] lr: 1.000e-04, eta: 1:07:36, time: 0.978, data_time: 0.123, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9296, loss: 0.9296, grad_norm: 10.8555 2020-09-14 06:34:27,661 - mmaction - INFO - Epoch [49][1700/2640] lr: 1.000e-04, eta: 1:07:13, time: 0.948, data_time: 0.031, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0335, loss: 1.0335, grad_norm: 11.8391 2020-09-14 06:34:48,410 - mmaction - INFO - Epoch [49][1720/2640] lr: 1.000e-04, eta: 1:06:51, time: 1.036, data_time: 0.006, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9515, loss: 0.9515, grad_norm: 11.2148 2020-09-14 06:35:06,985 - mmaction - INFO - Epoch [49][1740/2640] lr: 1.000e-04, eta: 1:06:28, time: 0.929, data_time: 0.004, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9187, loss_cls: 0.9960, loss: 0.9960, grad_norm: 11.6020 2020-09-14 06:35:26,776 - mmaction - INFO - Epoch [49][1760/2640] lr: 1.000e-04, eta: 1:06:05, time: 0.991, data_time: 0.004, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 1.0062, loss: 1.0062, grad_norm: 11.7179 2020-09-14 06:35:45,839 - mmaction - INFO - Epoch [49][1780/2640] lr: 1.000e-04, eta: 1:05:43, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9164, loss_cls: 0.9461, loss: 0.9461, grad_norm: 11.0289 2020-09-14 06:36:06,429 - mmaction - INFO - Epoch [49][1800/2640] lr: 1.000e-04, eta: 1:05:20, time: 1.036, data_time: 0.010, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.9290, loss: 0.9290, grad_norm: 10.9728 2020-09-14 06:36:24,988 - mmaction - INFO - Epoch [49][1820/2640] lr: 1.000e-04, eta: 1:04:57, time: 0.924, data_time: 0.008, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9672, loss: 0.9672, grad_norm: 10.8879 2020-09-14 06:36:44,992 - mmaction - INFO - Epoch [49][1840/2640] lr: 1.000e-04, eta: 1:04:35, time: 1.005, data_time: 0.012, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9086, loss_cls: 0.9658, loss: 0.9658, grad_norm: 11.3857 2020-09-14 06:37:06,489 - mmaction - INFO - Epoch [49][1860/2640] lr: 1.000e-04, eta: 1:04:12, time: 1.071, data_time: 0.377, memory: 7069, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0714, loss: 1.0714, grad_norm: 11.5808 2020-09-14 06:37:25,494 - mmaction - INFO - Epoch [49][1880/2640] lr: 1.000e-04, eta: 1:03:50, time: 0.953, data_time: 0.360, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 0.9855, loss: 0.9855, grad_norm: 11.0801 2020-09-14 06:37:45,522 - mmaction - INFO - Epoch [49][1900/2640] lr: 1.000e-04, eta: 1:03:27, time: 0.998, data_time: 0.398, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9109, loss_cls: 0.9713, loss: 0.9713, grad_norm: 11.5089 2020-09-14 06:38:04,594 - mmaction - INFO - Epoch [49][1920/2640] lr: 1.000e-04, eta: 1:03:04, time: 0.958, data_time: 0.367, memory: 7069, top1_acc: 0.7289, top5_acc: 0.9062, loss_cls: 1.0547, loss: 1.0547, grad_norm: 11.5017 2020-09-14 06:38:24,766 - mmaction - INFO - Epoch [49][1940/2640] lr: 1.000e-04, eta: 1:02:42, time: 1.006, data_time: 0.410, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.9264, loss: 0.9264, grad_norm: 10.6842 2020-09-14 06:38:43,720 - mmaction - INFO - Epoch [49][1960/2640] lr: 1.000e-04, eta: 1:02:19, time: 0.952, data_time: 0.359, memory: 7069, top1_acc: 0.7680, top5_acc: 0.9117, loss_cls: 0.9272, loss: 0.9272, grad_norm: 10.9620 2020-09-14 06:39:03,497 - mmaction - INFO - Epoch [49][1980/2640] lr: 1.000e-04, eta: 1:01:57, time: 0.983, data_time: 0.384, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 0.9871, loss: 0.9871, grad_norm: 11.4727 2020-09-14 06:39:22,545 - mmaction - INFO - Epoch [49][2000/2640] lr: 1.000e-04, eta: 1:01:34, time: 0.958, data_time: 0.360, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9148, loss_cls: 1.0154, loss: 1.0154, grad_norm: 11.3834 2020-09-14 06:39:41,255 - mmaction - INFO - Epoch [49][2020/2640] lr: 1.000e-04, eta: 1:01:11, time: 0.935, data_time: 0.130, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9125, loss_cls: 0.9584, loss: 0.9584, grad_norm: 11.0735 2020-09-14 06:40:01,652 - mmaction - INFO - Epoch [49][2040/2640] lr: 1.000e-04, eta: 1:00:49, time: 1.020, data_time: 0.049, memory: 7069, top1_acc: 0.7641, top5_acc: 0.9164, loss_cls: 0.9654, loss: 0.9654, grad_norm: 11.0158 2020-09-14 06:40:20,051 - mmaction - INFO - Epoch [49][2060/2640] lr: 1.000e-04, eta: 1:00:26, time: 0.921, data_time: 0.217, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9227, loss_cls: 0.9194, loss: 0.9194, grad_norm: 10.9293 2020-09-14 06:40:39,833 - mmaction - INFO - Epoch [49][2080/2640] lr: 1.000e-04, eta: 1:00:04, time: 0.985, data_time: 0.205, memory: 7069, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8506, loss: 0.8506, grad_norm: 10.7392 2020-09-14 06:40:58,988 - mmaction - INFO - Epoch [49][2100/2640] lr: 1.000e-04, eta: 0:59:41, time: 0.961, data_time: 0.210, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9701, loss: 0.9701, grad_norm: 11.0436 2020-09-14 06:41:19,288 - mmaction - INFO - Epoch [49][2120/2640] lr: 1.000e-04, eta: 0:59:18, time: 1.014, data_time: 0.226, memory: 7069, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8941, loss: 0.8941, grad_norm: 10.9814 2020-09-14 06:41:39,664 - mmaction - INFO - Epoch [49][2140/2640] lr: 1.000e-04, eta: 0:58:56, time: 1.021, data_time: 0.186, memory: 7069, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.8977, loss: 0.8977, grad_norm: 10.9080 2020-09-14 06:41:58,552 - mmaction - INFO - Epoch [49][2160/2640] lr: 1.000e-04, eta: 0:58:33, time: 0.939, data_time: 0.340, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9227, loss_cls: 0.9225, loss: 0.9225, grad_norm: 11.0726 2020-09-14 06:42:18,392 - mmaction - INFO - Epoch [49][2180/2640] lr: 1.000e-04, eta: 0:58:11, time: 0.997, data_time: 0.170, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 0.9983, loss: 0.9983, grad_norm: 11.3775 2020-09-14 06:42:37,092 - mmaction - INFO - Epoch [49][2200/2640] lr: 1.000e-04, eta: 0:57:48, time: 0.935, data_time: 0.002, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9109, loss_cls: 0.9671, loss: 0.9671, grad_norm: 10.9853 2020-09-14 06:42:56,518 - mmaction - INFO - Epoch [49][2220/2640] lr: 1.000e-04, eta: 0:57:25, time: 0.965, data_time: 0.005, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9219, loss_cls: 0.9903, loss: 0.9903, grad_norm: 11.7507 2020-09-14 06:43:16,406 - mmaction - INFO - Epoch [49][2240/2640] lr: 1.000e-04, eta: 0:57:03, time: 1.000, data_time: 0.008, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9078, loss_cls: 1.0042, loss: 1.0042, grad_norm: 11.8396 2020-09-14 06:43:36,210 - mmaction - INFO - Epoch [49][2260/2640] lr: 1.000e-04, eta: 0:56:40, time: 0.987, data_time: 0.006, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9266, loss_cls: 0.9268, loss: 0.9268, grad_norm: 11.1103 2020-09-14 06:43:54,922 - mmaction - INFO - Epoch [49][2280/2640] lr: 1.000e-04, eta: 0:56:18, time: 0.938, data_time: 0.008, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9070, loss_cls: 0.9718, loss: 0.9718, grad_norm: 11.5725 2020-09-14 06:44:14,963 - mmaction - INFO - Epoch [49][2300/2640] lr: 1.000e-04, eta: 0:55:55, time: 1.001, data_time: 0.007, memory: 7069, top1_acc: 0.7266, top5_acc: 0.9203, loss_cls: 1.0098, loss: 1.0098, grad_norm: 11.8553 2020-09-14 06:44:34,516 - mmaction - INFO - Epoch [49][2320/2640] lr: 1.000e-04, eta: 0:55:32, time: 0.978, data_time: 0.003, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9704, loss: 0.9704, grad_norm: 11.1597 2020-09-14 06:44:54,689 - mmaction - INFO - Epoch [49][2340/2640] lr: 1.000e-04, eta: 0:55:10, time: 1.005, data_time: 0.007, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9133, loss_cls: 0.9630, loss: 0.9630, grad_norm: 11.1185 2020-09-14 06:45:15,562 - mmaction - INFO - Epoch [49][2360/2640] lr: 1.000e-04, eta: 0:54:47, time: 1.049, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9452, loss: 0.9452, grad_norm: 11.2594 2020-09-14 06:45:34,097 - mmaction - INFO - Epoch [49][2380/2640] lr: 1.000e-04, eta: 0:54:25, time: 0.922, data_time: 0.021, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9125, loss_cls: 1.0259, loss: 1.0259, grad_norm: 11.9564 2020-09-14 06:45:55,168 - mmaction - INFO - Epoch [49][2400/2640] lr: 1.000e-04, eta: 0:54:02, time: 1.056, data_time: 0.039, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9141, loss_cls: 1.0169, loss: 1.0169, grad_norm: 11.4457 2020-09-14 06:46:14,357 - mmaction - INFO - Epoch [49][2420/2640] lr: 1.000e-04, eta: 0:53:40, time: 0.956, data_time: 0.009, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0130, loss: 1.0130, grad_norm: 11.2930 2020-09-14 06:46:33,544 - mmaction - INFO - Epoch [49][2440/2640] lr: 1.000e-04, eta: 0:53:17, time: 0.963, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 0.9873, loss: 0.9873, grad_norm: 11.5177 2020-09-14 06:46:53,509 - mmaction - INFO - Epoch [49][2460/2640] lr: 1.000e-04, eta: 0:52:54, time: 0.999, data_time: 0.007, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9287, loss: 0.9287, grad_norm: 10.8610 2020-09-14 06:47:11,911 - mmaction - INFO - Epoch [49][2480/2640] lr: 1.000e-04, eta: 0:52:32, time: 0.920, data_time: 0.096, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0060, loss: 1.0060, grad_norm: 10.9787 2020-09-14 06:47:30,537 - mmaction - INFO - Epoch [49][2500/2640] lr: 1.000e-04, eta: 0:52:09, time: 0.927, data_time: 0.021, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0187, loss: 1.0187, grad_norm: 11.4842 2020-09-14 06:47:50,551 - mmaction - INFO - Epoch [49][2520/2640] lr: 1.000e-04, eta: 0:51:47, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9094, loss_cls: 0.9799, loss: 0.9799, grad_norm: 11.2188 2020-09-14 06:48:09,861 - mmaction - INFO - Epoch [49][2540/2640] lr: 1.000e-04, eta: 0:51:24, time: 0.962, data_time: 0.006, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9383, loss: 0.9383, grad_norm: 11.2046 2020-09-14 06:48:29,302 - mmaction - INFO - Epoch [49][2560/2640] lr: 1.000e-04, eta: 0:51:01, time: 0.975, data_time: 0.009, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0029, loss: 1.0029, grad_norm: 11.4263 2020-09-14 06:48:49,176 - mmaction - INFO - Epoch [49][2580/2640] lr: 1.000e-04, eta: 0:50:39, time: 0.994, data_time: 0.007, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9117, loss_cls: 0.9408, loss: 0.9408, grad_norm: 11.2295 2020-09-14 06:49:07,786 - mmaction - INFO - Epoch [49][2600/2640] lr: 1.000e-04, eta: 0:50:16, time: 0.932, data_time: 0.003, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9062, loss_cls: 0.9935, loss: 0.9935, grad_norm: 11.5530 2020-09-14 06:49:26,813 - mmaction - INFO - Epoch [49][2620/2640] lr: 1.000e-04, eta: 0:49:54, time: 0.950, data_time: 0.012, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9069, loss: 0.9069, grad_norm: 10.9052 2020-09-14 06:49:43,718 - mmaction - INFO - Epoch [49][2640/2640] lr: 1.000e-04, eta: 0:49:31, time: 0.846, data_time: 0.007, memory: 7069, top1_acc: 0.7387, top5_acc: 0.9113, loss_cls: 0.9967, loss: 0.9967, grad_norm: 11.9398 2020-09-14 06:49:56,638 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-09-14 06:56:22,479 - mmaction - INFO - Epoch [50][20/2640] lr: 1.000e-04, eta: 0:49:16, time: 19.165, data_time: 18.199, memory: 7069, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8908, loss: 0.8908, grad_norm: 10.5896 2020-09-14 06:56:44,668 - mmaction - INFO - Epoch [50][40/2640] lr: 1.000e-04, eta: 0:48:53, time: 1.118, data_time: 0.385, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9305, loss_cls: 0.9060, loss: 0.9060, grad_norm: 11.1438 2020-09-14 06:57:03,022 - mmaction - INFO - Epoch [50][60/2640] lr: 1.000e-04, eta: 0:48:31, time: 0.919, data_time: 0.347, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9772, loss: 0.9772, grad_norm: 11.2458 2020-09-14 06:57:24,498 - mmaction - INFO - Epoch [50][80/2640] lr: 1.000e-04, eta: 0:48:08, time: 1.069, data_time: 0.482, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9164, loss_cls: 0.9924, loss: 0.9924, grad_norm: 12.2007 2020-09-14 06:57:42,345 - mmaction - INFO - Epoch [50][100/2640] lr: 1.000e-04, eta: 0:47:45, time: 0.895, data_time: 0.286, memory: 7069, top1_acc: 0.7523, top5_acc: 0.9133, loss_cls: 0.9584, loss: 0.9584, grad_norm: 11.2267 2020-09-14 06:58:01,645 - mmaction - INFO - Epoch [50][120/2640] lr: 1.000e-04, eta: 0:47:23, time: 0.960, data_time: 0.202, memory: 7069, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.0659, loss: 1.0659, grad_norm: 11.6291 2020-09-14 06:58:22,909 - mmaction - INFO - Epoch [50][140/2640] lr: 1.000e-04, eta: 0:47:00, time: 1.069, data_time: 0.009, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9117, loss_cls: 0.9813, loss: 0.9813, grad_norm: 11.9729 2020-09-14 06:58:42,114 - mmaction - INFO - Epoch [50][160/2640] lr: 1.000e-04, eta: 0:46:38, time: 0.960, data_time: 0.006, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9062, loss_cls: 0.9959, loss: 0.9959, grad_norm: 11.3672 2020-09-14 06:59:00,959 - mmaction - INFO - Epoch [50][180/2640] lr: 1.000e-04, eta: 0:46:15, time: 0.942, data_time: 0.003, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9086, loss_cls: 0.9823, loss: 0.9823, grad_norm: 11.1959 2020-09-14 06:59:21,719 - mmaction - INFO - Epoch [50][200/2640] lr: 1.000e-04, eta: 0:45:52, time: 1.035, data_time: 0.005, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9195, loss_cls: 0.9317, loss: 0.9317, grad_norm: 11.0303 2020-09-14 06:59:39,759 - mmaction - INFO - Epoch [50][220/2640] lr: 1.000e-04, eta: 0:45:30, time: 0.906, data_time: 0.008, memory: 7069, top1_acc: 0.7227, top5_acc: 0.9180, loss_cls: 1.0011, loss: 1.0011, grad_norm: 12.1065 2020-09-14 06:59:59,527 - mmaction - INFO - Epoch [50][240/2640] lr: 1.000e-04, eta: 0:45:07, time: 0.982, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9133, loss_cls: 1.0009, loss: 1.0009, grad_norm: 11.6903 2020-09-14 07:00:18,918 - mmaction - INFO - Epoch [50][260/2640] lr: 1.000e-04, eta: 0:44:44, time: 0.957, data_time: 0.031, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9668, loss: 0.9668, grad_norm: 11.3056 2020-09-14 07:00:41,179 - mmaction - INFO - Epoch [50][280/2640] lr: 1.000e-04, eta: 0:44:22, time: 1.109, data_time: 0.032, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9078, loss_cls: 0.9526, loss: 0.9526, grad_norm: 11.1488 2020-09-14 07:00:58,992 - mmaction - INFO - Epoch [50][300/2640] lr: 1.000e-04, eta: 0:43:59, time: 0.913, data_time: 0.126, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0009, loss: 1.0009, grad_norm: 11.6127 2020-09-14 07:01:19,769 - mmaction - INFO - Epoch [50][320/2640] lr: 1.000e-04, eta: 0:43:37, time: 1.038, data_time: 0.041, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9078, loss_cls: 0.9807, loss: 0.9807, grad_norm: 11.7659 2020-09-14 07:01:39,473 - mmaction - INFO - Epoch [50][340/2640] lr: 1.000e-04, eta: 0:43:14, time: 0.982, data_time: 0.078, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9758, loss: 0.9758, grad_norm: 11.3789 2020-09-14 07:01:59,420 - mmaction - INFO - Epoch [50][360/2640] lr: 1.000e-04, eta: 0:42:51, time: 1.001, data_time: 0.021, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9266, loss_cls: 0.9204, loss: 0.9204, grad_norm: 11.0115 2020-09-14 07:02:19,042 - mmaction - INFO - Epoch [50][380/2640] lr: 1.000e-04, eta: 0:42:29, time: 0.974, data_time: 0.057, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9195, loss_cls: 0.9765, loss: 0.9765, grad_norm: 11.7932 2020-09-14 07:02:39,140 - mmaction - INFO - Epoch [50][400/2640] lr: 1.000e-04, eta: 0:42:06, time: 1.012, data_time: 0.028, memory: 7069, top1_acc: 0.7383, top5_acc: 0.9234, loss_cls: 0.9718, loss: 0.9718, grad_norm: 11.4554 2020-09-14 07:02:59,483 - mmaction - INFO - Epoch [50][420/2640] lr: 1.000e-04, eta: 0:41:44, time: 1.014, data_time: 0.006, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0126, loss: 1.0126, grad_norm: 11.8519 2020-09-14 07:03:17,030 - mmaction - INFO - Epoch [50][440/2640] lr: 1.000e-04, eta: 0:41:21, time: 0.881, data_time: 0.008, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9279, loss: 0.9279, grad_norm: 10.7739 2020-09-14 07:03:36,653 - mmaction - INFO - Epoch [50][460/2640] lr: 1.000e-04, eta: 0:40:58, time: 0.976, data_time: 0.006, memory: 7069, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9472, loss: 0.9472, grad_norm: 11.3398 2020-09-14 07:03:55,723 - mmaction - INFO - Epoch [50][480/2640] lr: 1.000e-04, eta: 0:40:36, time: 0.958, data_time: 0.009, memory: 7069, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0235, loss: 1.0235, grad_norm: 11.5346 2020-09-14 07:04:14,813 - mmaction - INFO - Epoch [50][500/2640] lr: 1.000e-04, eta: 0:40:13, time: 0.955, data_time: 0.002, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9266, loss_cls: 0.9630, loss: 0.9630, grad_norm: 11.7414 2020-09-14 07:04:34,462 - mmaction - INFO - Epoch [50][520/2640] lr: 1.000e-04, eta: 0:39:51, time: 0.981, data_time: 0.001, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9125, loss_cls: 0.9852, loss: 0.9852, grad_norm: 11.6666 2020-09-14 07:04:53,964 - mmaction - INFO - Epoch [50][540/2640] lr: 1.000e-04, eta: 0:39:28, time: 0.970, data_time: 0.024, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9753, loss: 0.9753, grad_norm: 11.2377 2020-09-14 07:05:13,076 - mmaction - INFO - Epoch [50][560/2640] lr: 1.000e-04, eta: 0:39:05, time: 0.961, data_time: 0.016, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9211, loss_cls: 0.9585, loss: 0.9585, grad_norm: 11.2237 2020-09-14 07:05:32,936 - mmaction - INFO - Epoch [50][580/2640] lr: 1.000e-04, eta: 0:38:43, time: 0.990, data_time: 0.114, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9203, loss_cls: 0.9427, loss: 0.9427, grad_norm: 11.2792 2020-09-14 07:05:54,069 - mmaction - INFO - Epoch [50][600/2640] lr: 1.000e-04, eta: 0:38:20, time: 1.060, data_time: 0.008, memory: 7069, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9551, loss: 0.9551, grad_norm: 11.4559 2020-09-14 07:06:10,877 - mmaction - INFO - Epoch [50][620/2640] lr: 1.000e-04, eta: 0:37:57, time: 0.835, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0069, loss: 1.0069, grad_norm: 11.5139 2020-09-14 07:06:31,184 - mmaction - INFO - Epoch [50][640/2640] lr: 1.000e-04, eta: 0:37:35, time: 1.022, data_time: 0.008, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9219, loss_cls: 0.9419, loss: 0.9419, grad_norm: 11.7513 2020-09-14 07:06:51,788 - mmaction - INFO - Epoch [50][660/2640] lr: 1.000e-04, eta: 0:37:12, time: 1.027, data_time: 0.005, memory: 7069, top1_acc: 0.7742, top5_acc: 0.9203, loss_cls: 0.8785, loss: 0.8785, grad_norm: 10.8537 2020-09-14 07:07:11,167 - mmaction - INFO - Epoch [50][680/2640] lr: 1.000e-04, eta: 0:36:50, time: 0.970, data_time: 0.007, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.0376, loss: 1.0376, grad_norm: 11.9266 2020-09-14 07:07:29,589 - mmaction - INFO - Epoch [50][700/2640] lr: 1.000e-04, eta: 0:36:27, time: 0.917, data_time: 0.007, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 0.9914, loss: 0.9914, grad_norm: 11.3958 2020-09-14 07:07:49,773 - mmaction - INFO - Epoch [50][720/2640] lr: 1.000e-04, eta: 0:36:05, time: 1.014, data_time: 0.008, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9454, loss: 0.9454, grad_norm: 11.2276 2020-09-14 07:08:08,114 - mmaction - INFO - Epoch [50][740/2640] lr: 1.000e-04, eta: 0:35:42, time: 0.911, data_time: 0.015, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0070, loss: 1.0070, grad_norm: 11.4011 2020-09-14 07:08:27,276 - mmaction - INFO - Epoch [50][760/2640] lr: 1.000e-04, eta: 0:35:19, time: 0.964, data_time: 0.050, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9086, loss_cls: 1.0061, loss: 1.0061, grad_norm: 11.2722 2020-09-14 07:08:47,839 - mmaction - INFO - Epoch [50][780/2640] lr: 1.000e-04, eta: 0:34:57, time: 1.023, data_time: 0.006, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9148, loss_cls: 0.9586, loss: 0.9586, grad_norm: 11.1077 2020-09-14 07:09:06,669 - mmaction - INFO - Epoch [50][800/2640] lr: 1.000e-04, eta: 0:34:34, time: 0.946, data_time: 0.007, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9219, loss_cls: 0.9479, loss: 0.9479, grad_norm: 11.0549 2020-09-14 07:09:26,158 - mmaction - INFO - Epoch [50][820/2640] lr: 1.000e-04, eta: 0:34:12, time: 0.970, data_time: 0.006, memory: 7069, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0252, loss: 1.0252, grad_norm: 11.6743 2020-09-14 07:09:45,796 - mmaction - INFO - Epoch [50][840/2640] lr: 1.000e-04, eta: 0:33:49, time: 0.986, data_time: 0.009, memory: 7069, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.0470, loss: 1.0470, grad_norm: 11.8311 2020-09-14 07:10:04,465 - mmaction - INFO - Epoch [50][860/2640] lr: 1.000e-04, eta: 0:33:26, time: 0.934, data_time: 0.007, memory: 7069, top1_acc: 0.7328, top5_acc: 0.9180, loss_cls: 0.9994, loss: 0.9994, grad_norm: 11.4844 2020-09-14 07:10:23,705 - mmaction - INFO - Epoch [50][880/2640] lr: 1.000e-04, eta: 0:33:04, time: 0.963, data_time: 0.003, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9725, loss: 0.9725, grad_norm: 11.2644 2020-09-14 07:10:43,257 - mmaction - INFO - Epoch [50][900/2640] lr: 1.000e-04, eta: 0:32:41, time: 0.973, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9636, loss: 0.9636, grad_norm: 11.5440 2020-09-14 07:11:01,999 - mmaction - INFO - Epoch [50][920/2640] lr: 1.000e-04, eta: 0:32:19, time: 0.941, data_time: 0.006, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 0.9834, loss: 0.9834, grad_norm: 11.4199 2020-09-14 07:11:23,072 - mmaction - INFO - Epoch [50][940/2640] lr: 1.000e-04, eta: 0:31:56, time: 1.050, data_time: 0.006, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9242, loss_cls: 0.9322, loss: 0.9322, grad_norm: 10.9363 2020-09-14 07:11:42,080 - mmaction - INFO - Epoch [50][960/2640] lr: 1.000e-04, eta: 0:31:33, time: 0.955, data_time: 0.007, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0304, loss: 1.0304, grad_norm: 11.6727 2020-09-14 07:12:01,659 - mmaction - INFO - Epoch [50][980/2640] lr: 1.000e-04, eta: 0:31:11, time: 0.974, data_time: 0.007, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9273, loss_cls: 0.8983, loss: 0.8983, grad_norm: 10.8438 2020-09-14 07:12:22,537 - mmaction - INFO - Epoch [50][1000/2640] lr: 1.000e-04, eta: 0:30:48, time: 1.049, data_time: 0.009, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9094, loss_cls: 0.9669, loss: 0.9669, grad_norm: 11.3646 2020-09-14 07:12:43,040 - mmaction - INFO - Epoch [50][1020/2640] lr: 1.000e-04, eta: 0:30:26, time: 1.025, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9273, loss_cls: 0.9154, loss: 0.9154, grad_norm: 11.1076 2020-09-14 07:13:02,422 - mmaction - INFO - Epoch [50][1040/2640] lr: 1.000e-04, eta: 0:30:03, time: 0.969, data_time: 0.003, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9164, loss_cls: 0.9844, loss: 0.9844, grad_norm: 11.7315 2020-09-14 07:13:22,626 - mmaction - INFO - Epoch [50][1060/2640] lr: 1.000e-04, eta: 0:29:41, time: 1.004, data_time: 0.006, memory: 7069, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.9084, loss: 0.9084, grad_norm: 11.0047 2020-09-14 07:13:41,453 - mmaction - INFO - Epoch [50][1080/2640] lr: 1.000e-04, eta: 0:29:18, time: 0.947, data_time: 0.008, memory: 7069, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 0.9592, loss: 0.9592, grad_norm: 11.4877 2020-09-14 07:14:01,492 - mmaction - INFO - Epoch [50][1100/2640] lr: 1.000e-04, eta: 0:28:55, time: 0.995, data_time: 0.005, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9458, loss: 0.9458, grad_norm: 11.2590 2020-09-14 07:14:20,381 - mmaction - INFO - Epoch [50][1120/2640] lr: 1.000e-04, eta: 0:28:33, time: 0.950, data_time: 0.009, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.9389, loss: 0.9389, grad_norm: 10.7316 2020-09-14 07:14:38,873 - mmaction - INFO - Epoch [50][1140/2640] lr: 1.000e-04, eta: 0:28:10, time: 0.925, data_time: 0.111, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9148, loss_cls: 0.9357, loss: 0.9357, grad_norm: 10.9249 2020-09-14 07:14:58,384 - mmaction - INFO - Epoch [50][1160/2640] lr: 1.000e-04, eta: 0:27:48, time: 0.976, data_time: 0.037, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9086, loss_cls: 1.0255, loss: 1.0255, grad_norm: 11.4975 2020-09-14 07:15:18,412 - mmaction - INFO - Epoch [50][1180/2640] lr: 1.000e-04, eta: 0:27:25, time: 0.998, data_time: 0.005, memory: 7069, top1_acc: 0.7492, top5_acc: 0.9141, loss_cls: 0.9546, loss: 0.9546, grad_norm: 11.2218 2020-09-14 07:15:38,184 - mmaction - INFO - Epoch [50][1200/2640] lr: 1.000e-04, eta: 0:27:02, time: 0.991, data_time: 0.164, memory: 7069, top1_acc: 0.7320, top5_acc: 0.9008, loss_cls: 1.0268, loss: 1.0268, grad_norm: 11.4351 2020-09-14 07:15:57,887 - mmaction - INFO - Epoch [50][1220/2640] lr: 1.000e-04, eta: 0:26:40, time: 0.982, data_time: 0.223, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9685, loss: 0.9685, grad_norm: 11.4883 2020-09-14 07:16:18,150 - mmaction - INFO - Epoch [50][1240/2640] lr: 1.000e-04, eta: 0:26:17, time: 1.016, data_time: 0.321, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0066, loss: 1.0066, grad_norm: 11.7387 2020-09-14 07:16:37,615 - mmaction - INFO - Epoch [50][1260/2640] lr: 1.000e-04, eta: 0:25:55, time: 0.973, data_time: 0.380, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9258, loss_cls: 0.9333, loss: 0.9333, grad_norm: 11.6018 2020-09-14 07:16:57,038 - mmaction - INFO - Epoch [50][1280/2640] lr: 1.000e-04, eta: 0:25:32, time: 0.971, data_time: 0.337, memory: 7069, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 0.9442, loss: 0.9442, grad_norm: 11.7390 2020-09-14 07:17:15,977 - mmaction - INFO - Epoch [50][1300/2640] lr: 1.000e-04, eta: 0:25:10, time: 0.948, data_time: 0.091, memory: 7069, top1_acc: 0.7094, top5_acc: 0.9164, loss_cls: 1.0277, loss: 1.0277, grad_norm: 11.7459 2020-09-14 07:17:35,451 - mmaction - INFO - Epoch [50][1320/2640] lr: 1.000e-04, eta: 0:24:47, time: 0.969, data_time: 0.032, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9195, loss_cls: 0.9438, loss: 0.9438, grad_norm: 11.4839 2020-09-14 07:17:55,824 - mmaction - INFO - Epoch [50][1340/2640] lr: 1.000e-04, eta: 0:24:24, time: 1.023, data_time: 0.112, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9823, loss: 0.9823, grad_norm: 11.3283 2020-09-14 07:18:15,847 - mmaction - INFO - Epoch [50][1360/2640] lr: 1.000e-04, eta: 0:24:02, time: 0.997, data_time: 0.006, memory: 7069, top1_acc: 0.7156, top5_acc: 0.9133, loss_cls: 0.9944, loss: 0.9944, grad_norm: 11.6278 2020-09-14 07:18:34,037 - mmaction - INFO - Epoch [50][1380/2640] lr: 1.000e-04, eta: 0:23:39, time: 0.914, data_time: 0.008, memory: 7069, top1_acc: 0.7414, top5_acc: 0.9266, loss_cls: 0.9564, loss: 0.9564, grad_norm: 11.3334 2020-09-14 07:18:53,384 - mmaction - INFO - Epoch [50][1400/2640] lr: 1.000e-04, eta: 0:23:17, time: 0.963, data_time: 0.005, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9133, loss_cls: 0.9468, loss: 0.9468, grad_norm: 11.2161 2020-09-14 07:19:12,919 - mmaction - INFO - Epoch [50][1420/2640] lr: 1.000e-04, eta: 0:22:54, time: 0.978, data_time: 0.041, memory: 7069, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9611, loss: 0.9611, grad_norm: 11.2366 2020-09-14 07:19:33,156 - mmaction - INFO - Epoch [50][1440/2640] lr: 1.000e-04, eta: 0:22:32, time: 1.013, data_time: 0.299, memory: 7069, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0284, loss: 1.0284, grad_norm: 11.5183 2020-09-14 07:19:53,273 - mmaction - INFO - Epoch [50][1460/2640] lr: 1.000e-04, eta: 0:22:09, time: 1.007, data_time: 0.319, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9356, loss: 0.9356, grad_norm: 11.3164 2020-09-14 07:20:13,263 - mmaction - INFO - Epoch [50][1480/2640] lr: 1.000e-04, eta: 0:21:47, time: 0.996, data_time: 0.152, memory: 7069, top1_acc: 0.7312, top5_acc: 0.9078, loss_cls: 1.0241, loss: 1.0241, grad_norm: 11.5298 2020-09-14 07:20:32,223 - mmaction - INFO - Epoch [50][1500/2640] lr: 1.000e-04, eta: 0:21:24, time: 0.951, data_time: 0.008, memory: 7069, top1_acc: 0.7664, top5_acc: 0.9297, loss_cls: 0.8959, loss: 0.8959, grad_norm: 11.2677 2020-09-14 07:20:52,689 - mmaction - INFO - Epoch [50][1520/2640] lr: 1.000e-04, eta: 0:21:01, time: 1.019, data_time: 0.005, memory: 7069, top1_acc: 0.7305, top5_acc: 0.9047, loss_cls: 1.0441, loss: 1.0441, grad_norm: 11.8756 2020-09-14 07:21:11,967 - mmaction - INFO - Epoch [50][1540/2640] lr: 1.000e-04, eta: 0:20:39, time: 0.969, data_time: 0.008, memory: 7069, top1_acc: 0.7484, top5_acc: 0.9203, loss_cls: 0.9674, loss: 0.9674, grad_norm: 11.1317 2020-09-14 07:21:32,489 - mmaction - INFO - Epoch [50][1560/2640] lr: 1.000e-04, eta: 0:20:16, time: 1.021, data_time: 0.006, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9109, loss_cls: 1.0039, loss: 1.0039, grad_norm: 11.6707 2020-09-14 07:21:52,820 - mmaction - INFO - Epoch [50][1580/2640] lr: 1.000e-04, eta: 0:19:54, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0039, loss: 1.0039, grad_norm: 11.5354 2020-09-14 07:22:12,994 - mmaction - INFO - Epoch [50][1600/2640] lr: 1.000e-04, eta: 0:19:31, time: 1.006, data_time: 0.008, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9156, loss_cls: 0.9700, loss: 0.9700, grad_norm: 11.4046 2020-09-14 07:22:30,297 - mmaction - INFO - Epoch [50][1620/2640] lr: 1.000e-04, eta: 0:19:09, time: 0.869, data_time: 0.006, memory: 7069, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9076, loss: 0.9076, grad_norm: 10.9671 2020-09-14 07:22:50,781 - mmaction - INFO - Epoch [50][1640/2640] lr: 1.000e-04, eta: 0:18:46, time: 1.024, data_time: 0.003, memory: 7069, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.8988, loss: 0.8988, grad_norm: 10.7563 2020-09-14 07:23:09,919 - mmaction - INFO - Epoch [50][1660/2640] lr: 1.000e-04, eta: 0:18:24, time: 0.957, data_time: 0.007, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9187, loss_cls: 0.9672, loss: 0.9672, grad_norm: 11.2768 2020-09-14 07:23:29,652 - mmaction - INFO - Epoch [50][1680/2640] lr: 1.000e-04, eta: 0:18:01, time: 0.987, data_time: 0.002, memory: 7069, top1_acc: 0.7500, top5_acc: 0.9273, loss_cls: 0.9362, loss: 0.9362, grad_norm: 11.1515 2020-09-14 07:23:49,185 - mmaction - INFO - Epoch [50][1700/2640] lr: 1.000e-04, eta: 0:17:38, time: 0.972, data_time: 0.006, memory: 7069, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.9276, loss: 0.9276, grad_norm: 11.2949 2020-09-14 07:24:09,599 - mmaction - INFO - Epoch [50][1720/2640] lr: 1.000e-04, eta: 0:17:16, time: 1.025, data_time: 0.008, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9195, loss_cls: 0.9794, loss: 0.9794, grad_norm: 11.7354 2020-09-14 07:24:29,044 - mmaction - INFO - Epoch [50][1740/2640] lr: 1.000e-04, eta: 0:16:53, time: 0.967, data_time: 0.006, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 0.9998, loss: 0.9998, grad_norm: 11.5265 2020-09-14 07:24:48,397 - mmaction - INFO - Epoch [50][1760/2640] lr: 1.000e-04, eta: 0:16:31, time: 0.974, data_time: 0.009, memory: 7069, top1_acc: 0.7250, top5_acc: 0.9156, loss_cls: 0.9953, loss: 0.9953, grad_norm: 11.7737 2020-09-14 07:25:09,127 - mmaction - INFO - Epoch [50][1780/2640] lr: 1.000e-04, eta: 0:16:08, time: 1.037, data_time: 0.006, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9102, loss_cls: 0.9907, loss: 0.9907, grad_norm: 11.3689 2020-09-14 07:25:28,793 - mmaction - INFO - Epoch [50][1800/2640] lr: 1.000e-04, eta: 0:15:46, time: 0.983, data_time: 0.001, memory: 7069, top1_acc: 0.7648, top5_acc: 0.9141, loss_cls: 0.9123, loss: 0.9123, grad_norm: 10.9574 2020-09-14 07:25:48,452 - mmaction - INFO - Epoch [50][1820/2640] lr: 1.000e-04, eta: 0:15:23, time: 0.983, data_time: 0.005, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9164, loss_cls: 0.9657, loss: 0.9657, grad_norm: 11.3067 2020-09-14 07:26:08,191 - mmaction - INFO - Epoch [50][1840/2640] lr: 1.000e-04, eta: 0:15:01, time: 0.987, data_time: 0.002, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9141, loss_cls: 0.9756, loss: 0.9756, grad_norm: 11.4273 2020-09-14 07:26:26,292 - mmaction - INFO - Epoch [50][1860/2640] lr: 1.000e-04, eta: 0:14:38, time: 0.900, data_time: 0.006, memory: 7069, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 0.9908, loss: 0.9908, grad_norm: 11.5394 2020-09-14 07:26:46,580 - mmaction - INFO - Epoch [50][1880/2640] lr: 1.000e-04, eta: 0:14:15, time: 1.020, data_time: 0.007, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 1.0077, loss: 1.0077, grad_norm: 11.5086 2020-09-14 07:27:05,971 - mmaction - INFO - Epoch [50][1900/2640] lr: 1.000e-04, eta: 0:13:53, time: 0.968, data_time: 0.005, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9117, loss_cls: 0.9717, loss: 0.9717, grad_norm: 11.3823 2020-09-14 07:27:26,110 - mmaction - INFO - Epoch [50][1920/2640] lr: 1.000e-04, eta: 0:13:30, time: 1.008, data_time: 0.003, memory: 7069, top1_acc: 0.7344, top5_acc: 0.9234, loss_cls: 0.9504, loss: 0.9504, grad_norm: 11.3604 2020-09-14 07:27:44,742 - mmaction - INFO - Epoch [50][1940/2640] lr: 1.000e-04, eta: 0:13:08, time: 0.926, data_time: 0.005, memory: 7069, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8805, loss: 0.8805, grad_norm: 10.8625 2020-09-14 07:28:04,550 - mmaction - INFO - Epoch [50][1960/2640] lr: 1.000e-04, eta: 0:12:45, time: 0.995, data_time: 0.009, memory: 7069, top1_acc: 0.7297, top5_acc: 0.9148, loss_cls: 1.0161, loss: 1.0161, grad_norm: 11.9055 2020-09-14 07:28:24,354 - mmaction - INFO - Epoch [50][1980/2640] lr: 1.000e-04, eta: 0:12:23, time: 0.985, data_time: 0.006, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9164, loss_cls: 0.9745, loss: 0.9745, grad_norm: 11.5082 2020-09-14 07:28:42,717 - mmaction - INFO - Epoch [50][2000/2640] lr: 1.000e-04, eta: 0:12:00, time: 0.923, data_time: 0.015, memory: 7069, top1_acc: 0.7469, top5_acc: 0.9078, loss_cls: 1.0159, loss: 1.0159, grad_norm: 11.4330 2020-09-14 07:29:02,990 - mmaction - INFO - Epoch [50][2020/2640] lr: 1.000e-04, eta: 0:11:38, time: 1.011, data_time: 0.021, memory: 7069, top1_acc: 0.7430, top5_acc: 0.9203, loss_cls: 0.9477, loss: 0.9477, grad_norm: 11.4356 2020-09-14 07:29:21,366 - mmaction - INFO - Epoch [50][2040/2640] lr: 1.000e-04, eta: 0:11:15, time: 0.922, data_time: 0.034, memory: 7069, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 0.9801, loss: 0.9801, grad_norm: 11.6539 2020-09-14 07:29:40,630 - mmaction - INFO - Epoch [50][2060/2640] lr: 1.000e-04, eta: 0:10:53, time: 0.959, data_time: 0.227, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9094, loss_cls: 0.9950, loss: 0.9950, grad_norm: 11.7821 2020-09-14 07:29:59,579 - mmaction - INFO - Epoch [50][2080/2640] lr: 1.000e-04, eta: 0:10:30, time: 0.951, data_time: 0.282, memory: 7069, top1_acc: 0.7625, top5_acc: 0.9258, loss_cls: 0.8723, loss: 0.8723, grad_norm: 10.7129 2020-09-14 07:30:19,993 - mmaction - INFO - Epoch [50][2100/2640] lr: 1.000e-04, eta: 0:10:08, time: 1.017, data_time: 0.216, memory: 7069, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 1.0154, loss: 1.0154, grad_norm: 11.6493 2020-09-14 07:30:40,339 - mmaction - INFO - Epoch [50][2120/2640] lr: 1.000e-04, eta: 0:09:45, time: 1.020, data_time: 0.008, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9369, loss: 0.9369, grad_norm: 10.7820 2020-09-14 07:30:59,381 - mmaction - INFO - Epoch [50][2140/2640] lr: 1.000e-04, eta: 0:09:22, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9959, loss: 0.9959, grad_norm: 11.4344 2020-09-14 07:31:19,348 - mmaction - INFO - Epoch [50][2160/2640] lr: 1.000e-04, eta: 0:09:00, time: 1.002, data_time: 0.008, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9125, loss_cls: 0.9864, loss: 0.9864, grad_norm: 11.2906 2020-09-14 07:31:37,582 - mmaction - INFO - Epoch [50][2180/2640] lr: 1.000e-04, eta: 0:08:37, time: 0.910, data_time: 0.008, memory: 7069, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9293, loss: 0.9293, grad_norm: 11.3997 2020-09-14 07:31:57,667 - mmaction - INFO - Epoch [50][2200/2640] lr: 1.000e-04, eta: 0:08:15, time: 1.007, data_time: 0.009, memory: 7069, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 0.9717, loss: 0.9717, grad_norm: 11.3282 2020-09-14 07:32:17,973 - mmaction - INFO - Epoch [50][2220/2640] lr: 1.000e-04, eta: 0:07:52, time: 1.013, data_time: 0.006, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9557, loss: 0.9557, grad_norm: 11.4459 2020-09-14 07:32:36,892 - mmaction - INFO - Epoch [50][2240/2640] lr: 1.000e-04, eta: 0:07:30, time: 0.948, data_time: 0.007, memory: 7069, top1_acc: 0.7602, top5_acc: 0.9078, loss_cls: 0.9587, loss: 0.9587, grad_norm: 11.3358 2020-09-14 07:32:55,210 - mmaction - INFO - Epoch [50][2260/2640] lr: 1.000e-04, eta: 0:07:07, time: 0.911, data_time: 0.006, memory: 7069, top1_acc: 0.7477, top5_acc: 0.9219, loss_cls: 0.9614, loss: 0.9614, grad_norm: 11.4157 2020-09-14 07:33:15,486 - mmaction - INFO - Epoch [50][2280/2640] lr: 1.000e-04, eta: 0:06:45, time: 1.017, data_time: 0.011, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.0534, loss: 1.0534, grad_norm: 12.1207 2020-09-14 07:33:34,971 - mmaction - INFO - Epoch [50][2300/2640] lr: 1.000e-04, eta: 0:06:22, time: 0.971, data_time: 0.007, memory: 7069, top1_acc: 0.7258, top5_acc: 0.9125, loss_cls: 0.9961, loss: 0.9961, grad_norm: 11.5787 2020-09-14 07:33:55,519 - mmaction - INFO - Epoch [50][2320/2640] lr: 1.000e-04, eta: 0:06:00, time: 1.030, data_time: 0.009, memory: 7069, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9646, loss: 0.9646, grad_norm: 11.2439 2020-09-14 07:34:16,012 - mmaction - INFO - Epoch [50][2340/2640] lr: 1.000e-04, eta: 0:05:37, time: 1.026, data_time: 0.008, memory: 7069, top1_acc: 0.7539, top5_acc: 0.9109, loss_cls: 0.9544, loss: 0.9544, grad_norm: 11.0853 2020-09-14 07:34:35,208 - mmaction - INFO - Epoch [50][2360/2640] lr: 1.000e-04, eta: 0:05:15, time: 0.961, data_time: 0.002, memory: 7069, top1_acc: 0.7445, top5_acc: 0.9156, loss_cls: 0.9730, loss: 0.9730, grad_norm: 11.8723 2020-09-14 07:34:54,119 - mmaction - INFO - Epoch [50][2380/2640] lr: 1.000e-04, eta: 0:04:52, time: 0.940, data_time: 0.005, memory: 7069, top1_acc: 0.7211, top5_acc: 0.9109, loss_cls: 1.0282, loss: 1.0282, grad_norm: 12.0957 2020-09-14 07:35:13,688 - mmaction - INFO - Epoch [50][2400/2640] lr: 1.000e-04, eta: 0:04:30, time: 0.984, data_time: 0.008, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9102, loss_cls: 0.9653, loss: 0.9653, grad_norm: 11.2295 2020-09-14 07:35:34,127 - mmaction - INFO - Epoch [50][2420/2640] lr: 1.000e-04, eta: 0:04:07, time: 1.017, data_time: 0.006, memory: 7069, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9842, loss: 0.9842, grad_norm: 11.8536 2020-09-14 07:35:53,196 - mmaction - INFO - Epoch [50][2440/2640] lr: 1.000e-04, eta: 0:03:45, time: 0.959, data_time: 0.008, memory: 7069, top1_acc: 0.7367, top5_acc: 0.9195, loss_cls: 0.9566, loss: 0.9566, grad_norm: 11.6536 2020-09-14 07:36:13,150 - mmaction - INFO - Epoch [50][2460/2640] lr: 1.000e-04, eta: 0:03:22, time: 0.996, data_time: 0.096, memory: 7069, top1_acc: 0.7453, top5_acc: 0.9266, loss_cls: 0.9643, loss: 0.9643, grad_norm: 11.7895 2020-09-14 07:36:34,934 - mmaction - INFO - Epoch [50][2480/2640] lr: 1.000e-04, eta: 0:03:00, time: 1.091, data_time: 0.453, memory: 7069, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0269, loss: 1.0269, grad_norm: 11.6106 2020-09-14 07:36:53,329 - mmaction - INFO - Epoch [50][2500/2640] lr: 1.000e-04, eta: 0:02:37, time: 0.914, data_time: 0.247, memory: 7069, top1_acc: 0.7438, top5_acc: 0.9102, loss_cls: 0.9980, loss: 0.9980, grad_norm: 11.3360 2020-09-14 07:37:13,248 - mmaction - INFO - Epoch [50][2520/2640] lr: 1.000e-04, eta: 0:02:15, time: 1.001, data_time: 0.008, memory: 7069, top1_acc: 0.7531, top5_acc: 0.9242, loss_cls: 0.9132, loss: 0.9132, grad_norm: 11.3453 2020-09-14 07:37:31,384 - mmaction - INFO - Epoch [50][2540/2640] lr: 1.000e-04, eta: 0:01:52, time: 0.901, data_time: 0.007, memory: 7069, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9738, loss: 0.9738, grad_norm: 11.5827 2020-09-14 07:37:51,000 - mmaction - INFO - Epoch [50][2560/2640] lr: 1.000e-04, eta: 0:01:30, time: 0.988, data_time: 0.009, memory: 7069, top1_acc: 0.7406, top5_acc: 0.9219, loss_cls: 0.9892, loss: 0.9892, grad_norm: 11.5938 2020-09-14 07:38:11,452 - mmaction - INFO - Epoch [50][2580/2640] lr: 1.000e-04, eta: 0:01:07, time: 1.019, data_time: 0.006, memory: 7069, top1_acc: 0.7398, top5_acc: 0.9070, loss_cls: 0.9764, loss: 0.9764, grad_norm: 11.3536 2020-09-14 07:38:30,005 - mmaction - INFO - Epoch [50][2600/2640] lr: 1.000e-04, eta: 0:00:45, time: 0.931, data_time: 0.008, memory: 7069, top1_acc: 0.7555, top5_acc: 0.9180, loss_cls: 0.9264, loss: 0.9264, grad_norm: 11.1041 2020-09-14 07:38:50,869 - mmaction - INFO - Epoch [50][2620/2640] lr: 1.000e-04, eta: 0:00:22, time: 1.041, data_time: 0.006, memory: 7069, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0085, loss: 1.0085, grad_norm: 11.8388 2020-09-14 07:39:06,498 - mmaction - INFO - Epoch [50][2640/2640] lr: 1.000e-04, eta: 0:00:00, time: 0.784, data_time: 0.007, memory: 7069, top1_acc: 0.7161, top5_acc: 0.9169, loss_cls: 0.9961, loss: 0.9961, grad_norm: 11.7533 2020-09-14 07:39:22,280 - mmaction - INFO - Saving checkpoint at 50 epochs