2020-06-25 00:37:39,882 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-36) PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 0.5.9 MMAction: 1.0rc1+3ee4e26 ------------------------------------------------------------ 2020-06-25 00:37:39,883 - mmaction - INFO - Distributed training: True 2020-06-25 00:37:39,883 - mmaction - INFO - Config: /mnt/lustre/lixuanyi/mmaction-lite/configs/recognition/tsm/tsm_r50_video_2d_1x1x8_50e_kinetics400_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=400, 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 = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256_fast/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256_fast/' ann_file_train = 'data/kinetics400/k400_train.txt' ann_file_val = 'data/kinetics400/k400_val.txt' ann_file_test = 'data/kinetics400/k400_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='DecordInit', io_backend='petrel', num_threads=1), dict(type='RandomSampleFrames', clip_len=1, frame_interval=1, num_clips=8, temporal_jitter=True), dict(type='DecordDecode'), 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='Flip', flip_ratio=0.5), 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='DecordInit', io_backend='petrel', num_threads=4), dict( type='RandomSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit', io_backend='petrel', num_threads=4), dict( type='RandomSampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='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, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.02, momentum=0.9, weight_decay=0.0001) 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=5) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsm_r50_video_2d_1x1x8_50e_kinetics400_rgb_random/' load_from = None resume_from = None workflow = [('train', 1)] 2020-06-25 00:37:49,308 - mmaction - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: fc.weight, fc.bias 2020-06-25 00:37:50,856 - mmaction - INFO - Start running, host: lixuanyi@SH-IDC1-10-198-4-115, work_dir: /mnt/lustre/lixuanyi/mmaction-lite/work_dirs/tsm_r50_video_2d_1x1x8_50e_kinetics400_rgb_random 2020-06-25 00:37:50,856 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-06-25 00:41:10,718 - mmaction - INFO - Epoch [1][20/3757] lr: 2.000e-02, eta: 21 days, 17:14:47, time: 9.990, data_time: 9.521, memory: 7077, top1_acc: 0.0187, top5_acc: 0.0250, loss_cls: 6.5534, loss: 6.5534 2020-06-25 00:41:16,818 - mmaction - INFO - Epoch [1][40/3757] lr: 2.000e-02, eta: 11 days, 4:32:58, time: 0.305, data_time: 0.005, memory: 7077, top1_acc: 0.0125, top5_acc: 0.0500, loss_cls: 6.3479, loss: 6.3479 2020-06-25 00:41:22,783 - mmaction - INFO - Epoch [1][60/3757] lr: 2.000e-02, eta: 7 days, 16:12:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.0250, top5_acc: 0.0500, loss_cls: 5.7869, loss: 5.7869 2020-06-25 00:41:28,785 - mmaction - INFO - Epoch [1][80/3757] lr: 2.000e-02, eta: 5 days, 22:03:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.0000, top5_acc: 0.0437, loss_cls: 5.7942, loss: 5.7942 2020-06-25 00:41:34,759 - mmaction - INFO - Epoch [1][100/3757] lr: 2.000e-02, eta: 4 days, 20:44:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.0375, top5_acc: 0.0750, loss_cls: 5.4600, loss: 5.4600 2020-06-25 00:41:40,750 - mmaction - INFO - Epoch [1][120/3757] lr: 2.000e-02, eta: 4 days, 3:52:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.0437, top5_acc: 0.1125, loss_cls: 5.4009, loss: 5.4009 2020-06-25 00:41:46,725 - mmaction - INFO - Epoch [1][140/3757] lr: 2.000e-02, eta: 3 days, 15:49:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.0312, top5_acc: 0.1437, loss_cls: 5.4164, loss: 5.4164 2020-06-25 00:41:52,719 - mmaction - INFO - Epoch [1][160/3757] lr: 2.000e-02, eta: 3 days, 6:47:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.0437, top5_acc: 0.1625, loss_cls: 5.1575, loss: 5.1575 2020-06-25 00:41:58,708 - mmaction - INFO - Epoch [1][180/3757] lr: 2.000e-02, eta: 2 days, 23:45:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.0688, top5_acc: 0.1938, loss_cls: 4.9133, loss: 4.9133 2020-06-25 00:42:04,679 - mmaction - INFO - Epoch [1][200/3757] lr: 2.000e-02, eta: 2 days, 18:08:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.0750, top5_acc: 0.1500, loss_cls: 5.1389, loss: 5.1389 2020-06-25 00:42:10,671 - mmaction - INFO - Epoch [1][220/3757] lr: 2.000e-02, eta: 2 days, 13:32:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.0813, top5_acc: 0.2375, loss_cls: 4.8181, loss: 4.8181 2020-06-25 00:42:16,663 - mmaction - INFO - Epoch [1][240/3757] lr: 2.000e-02, eta: 2 days, 9:42:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.0563, top5_acc: 0.2437, loss_cls: 4.6961, loss: 4.6961 2020-06-25 00:42:22,644 - mmaction - INFO - Epoch [1][260/3757] lr: 2.000e-02, eta: 2 days, 6:27:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.1250, top5_acc: 0.2562, loss_cls: 4.6632, loss: 4.6632 2020-06-25 00:42:28,634 - mmaction - INFO - Epoch [1][280/3757] lr: 2.000e-02, eta: 2 days, 3:40:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1313, top5_acc: 0.3125, loss_cls: 4.4699, loss: 4.4699 2020-06-25 00:42:34,614 - mmaction - INFO - Epoch [1][300/3757] lr: 2.000e-02, eta: 2 days, 1:16:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.0750, top5_acc: 0.1938, loss_cls: 4.7361, loss: 4.7361 2020-06-25 00:42:40,598 - mmaction - INFO - Epoch [1][320/3757] lr: 2.000e-02, eta: 1 day, 23:09:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.1375, top5_acc: 0.3125, loss_cls: 4.4443, loss: 4.4443 2020-06-25 00:42:46,576 - mmaction - INFO - Epoch [1][340/3757] lr: 2.000e-02, eta: 1 day, 21:17:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1250, top5_acc: 0.3438, loss_cls: 4.2764, loss: 4.2764 2020-06-25 00:42:52,582 - mmaction - INFO - Epoch [1][360/3757] lr: 2.000e-02, eta: 1 day, 19:38:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1250, top5_acc: 0.2687, loss_cls: 4.6247, loss: 4.6247 2020-06-25 00:42:58,579 - mmaction - INFO - Epoch [1][380/3757] lr: 2.000e-02, eta: 1 day, 18:09:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1812, top5_acc: 0.3312, loss_cls: 4.1948, loss: 4.1948 2020-06-25 00:43:04,569 - mmaction - INFO - Epoch [1][400/3757] lr: 2.000e-02, eta: 1 day, 16:49:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1625, top5_acc: 0.3125, loss_cls: 4.2148, loss: 4.2148 2020-06-25 00:43:10,563 - mmaction - INFO - Epoch [1][420/3757] lr: 2.000e-02, eta: 1 day, 15:37:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1750, top5_acc: 0.3312, loss_cls: 4.1413, loss: 4.1413 2020-06-25 00:43:16,547 - mmaction - INFO - Epoch [1][440/3757] lr: 2.000e-02, eta: 1 day, 14:31:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1000, top5_acc: 0.3187, loss_cls: 4.3738, loss: 4.3738 2020-06-25 00:43:22,556 - mmaction - INFO - Epoch [1][460/3757] lr: 2.000e-02, eta: 1 day, 13:31:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1688, top5_acc: 0.3750, loss_cls: 4.0268, loss: 4.0268 2020-06-25 00:43:28,562 - mmaction - INFO - Epoch [1][480/3757] lr: 2.000e-02, eta: 1 day, 12:36:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1562, top5_acc: 0.3563, loss_cls: 4.1737, loss: 4.1737 2020-06-25 00:43:34,551 - mmaction - INFO - Epoch [1][500/3757] lr: 2.000e-02, eta: 1 day, 11:46:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.1938, top5_acc: 0.3438, loss_cls: 4.0899, loss: 4.0899 2020-06-25 00:43:40,526 - mmaction - INFO - Epoch [1][520/3757] lr: 2.000e-02, eta: 1 day, 10:59:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.1250, top5_acc: 0.3375, loss_cls: 4.2433, loss: 4.2433 2020-06-25 00:43:46,529 - mmaction - INFO - Epoch [1][540/3757] lr: 2.000e-02, eta: 1 day, 10:15:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1437, top5_acc: 0.3563, loss_cls: 4.0603, loss: 4.0603 2020-06-25 00:43:52,511 - mmaction - INFO - Epoch [1][560/3757] lr: 2.000e-02, eta: 1 day, 9:35:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1562, top5_acc: 0.4313, loss_cls: 3.8415, loss: 3.8415 2020-06-25 00:43:58,526 - mmaction - INFO - Epoch [1][580/3757] lr: 2.000e-02, eta: 1 day, 8:58:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.1688, top5_acc: 0.4313, loss_cls: 3.6655, loss: 3.6655 2020-06-25 00:44:04,513 - mmaction - INFO - Epoch [1][600/3757] lr: 2.000e-02, eta: 1 day, 8:23:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1313, top5_acc: 0.3375, loss_cls: 4.3242, loss: 4.3242 2020-06-25 00:44:10,509 - mmaction - INFO - Epoch [1][620/3757] lr: 2.000e-02, eta: 1 day, 7:50:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1750, top5_acc: 0.3688, loss_cls: 3.9421, loss: 3.9421 2020-06-25 00:44:16,516 - mmaction - INFO - Epoch [1][640/3757] lr: 2.000e-02, eta: 1 day, 7:19:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.1625, top5_acc: 0.3625, loss_cls: 4.0579, loss: 4.0579 2020-06-25 00:44:22,489 - mmaction - INFO - Epoch [1][660/3757] lr: 2.000e-02, eta: 1 day, 6:50:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1500, top5_acc: 0.3500, loss_cls: 4.1343, loss: 4.1343 2020-06-25 00:44:28,524 - mmaction - INFO - Epoch [1][680/3757] lr: 2.000e-02, eta: 1 day, 6:24:00, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.1750, top5_acc: 0.3875, loss_cls: 3.8152, loss: 3.8152 2020-06-25 00:44:34,510 - mmaction - INFO - Epoch [1][700/3757] lr: 2.000e-02, eta: 1 day, 5:58:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.8564, loss: 3.8564 2020-06-25 00:44:40,495 - mmaction - INFO - Epoch [1][720/3757] lr: 2.000e-02, eta: 1 day, 5:34:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1750, top5_acc: 0.3937, loss_cls: 3.8685, loss: 3.8685 2020-06-25 00:44:46,477 - mmaction - INFO - Epoch [1][740/3757] lr: 2.000e-02, eta: 1 day, 5:11:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1750, top5_acc: 0.4062, loss_cls: 3.9405, loss: 3.9405 2020-06-25 00:44:52,483 - mmaction - INFO - Epoch [1][760/3757] lr: 2.000e-02, eta: 1 day, 4:49:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2000, top5_acc: 0.4437, loss_cls: 3.8876, loss: 3.8876 2020-06-25 00:44:58,468 - mmaction - INFO - Epoch [1][780/3757] lr: 2.000e-02, eta: 1 day, 4:29:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1500, top5_acc: 0.4062, loss_cls: 3.9958, loss: 3.9958 2020-06-25 00:45:04,654 - mmaction - INFO - Epoch [1][800/3757] lr: 2.000e-02, eta: 1 day, 4:10:12, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.1625, top5_acc: 0.4625, loss_cls: 3.7819, loss: 3.7819 2020-06-25 00:45:10,640 - mmaction - INFO - Epoch [1][820/3757] lr: 2.000e-02, eta: 1 day, 3:51:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2062, top5_acc: 0.4562, loss_cls: 3.8055, loss: 3.8055 2020-06-25 00:45:16,632 - mmaction - INFO - Epoch [1][840/3757] lr: 2.000e-02, eta: 1 day, 3:33:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2625, top5_acc: 0.4688, loss_cls: 3.6426, loss: 3.6426 2020-06-25 00:45:22,622 - mmaction - INFO - Epoch [1][860/3757] lr: 2.000e-02, eta: 1 day, 3:16:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2125, top5_acc: 0.4875, loss_cls: 3.6716, loss: 3.6716 2020-06-25 00:45:28,639 - mmaction - INFO - Epoch [1][880/3757] lr: 2.000e-02, eta: 1 day, 3:00:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.8247, loss: 3.8247 2020-06-25 00:45:34,640 - mmaction - INFO - Epoch [1][900/3757] lr: 2.000e-02, eta: 1 day, 2:45:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.7430, loss: 3.7430 2020-06-25 00:45:40,642 - mmaction - INFO - Epoch [1][920/3757] lr: 2.000e-02, eta: 1 day, 2:30:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.1562, top5_acc: 0.4000, loss_cls: 4.1212, loss: 4.1212 2020-06-25 00:45:46,622 - mmaction - INFO - Epoch [1][940/3757] lr: 2.000e-02, eta: 1 day, 2:16:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2188, top5_acc: 0.4062, loss_cls: 3.8007, loss: 3.8007 2020-06-25 00:45:52,598 - mmaction - INFO - Epoch [1][960/3757] lr: 2.000e-02, eta: 1 day, 2:02:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.7473, loss: 3.7473 2020-06-25 00:45:58,582 - mmaction - INFO - Epoch [1][980/3757] lr: 2.000e-02, eta: 1 day, 1:49:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.1938, top5_acc: 0.3750, loss_cls: 3.8411, loss: 3.8411 2020-06-25 00:46:04,573 - mmaction - INFO - Epoch [1][1000/3757] lr: 2.000e-02, eta: 1 day, 1:37:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.5519, loss: 3.5519 2020-06-25 00:46:10,572 - mmaction - INFO - Epoch [1][1020/3757] lr: 2.000e-02, eta: 1 day, 1:25:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1750, top5_acc: 0.4813, loss_cls: 3.5544, loss: 3.5544 2020-06-25 00:46:16,538 - mmaction - INFO - Epoch [1][1040/3757] lr: 2.000e-02, eta: 1 day, 1:13:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.2437, top5_acc: 0.4625, loss_cls: 3.7287, loss: 3.7287 2020-06-25 00:46:22,493 - mmaction - INFO - Epoch [1][1060/3757] lr: 2.000e-02, eta: 1 day, 1:02:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.1625, top5_acc: 0.4437, loss_cls: 3.7706, loss: 3.7706 2020-06-25 00:46:28,495 - mmaction - INFO - Epoch [1][1080/3757] lr: 2.000e-02, eta: 1 day, 0:51:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4920, loss: 3.4920 2020-06-25 00:46:34,456 - mmaction - INFO - Epoch [1][1100/3757] lr: 2.000e-02, eta: 1 day, 0:41:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.1688, top5_acc: 0.4813, loss_cls: 3.8080, loss: 3.8080 2020-06-25 00:46:40,417 - mmaction - INFO - Epoch [1][1120/3757] lr: 2.000e-02, eta: 1 day, 0:31:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.4306, loss: 3.4306 2020-06-25 00:46:46,423 - mmaction - INFO - Epoch [1][1140/3757] lr: 2.000e-02, eta: 1 day, 0:21:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.6842, loss: 3.6842 2020-06-25 00:46:52,382 - mmaction - INFO - Epoch [1][1160/3757] lr: 2.000e-02, eta: 1 day, 0:12:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2062, top5_acc: 0.4188, loss_cls: 3.7406, loss: 3.7406 2020-06-25 00:46:58,349 - mmaction - INFO - Epoch [1][1180/3757] lr: 2.000e-02, eta: 1 day, 0:03:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2313, top5_acc: 0.4437, loss_cls: 3.6998, loss: 3.6998 2020-06-25 00:47:04,318 - mmaction - INFO - Epoch [1][1200/3757] lr: 2.000e-02, eta: 23:54:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.7161, loss: 3.7161 2020-06-25 00:47:10,314 - mmaction - INFO - Epoch [1][1220/3757] lr: 2.000e-02, eta: 23:46:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.1812, top5_acc: 0.4500, loss_cls: 3.7797, loss: 3.7797 2020-06-25 00:47:16,306 - mmaction - INFO - Epoch [1][1240/3757] lr: 2.000e-02, eta: 23:38:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2250, top5_acc: 0.5188, loss_cls: 3.4004, loss: 3.4004 2020-06-25 00:47:22,878 - mmaction - INFO - Epoch [1][1260/3757] lr: 2.000e-02, eta: 23:31:39, time: 0.329, data_time: 0.001, memory: 7077, top1_acc: 0.2125, top5_acc: 0.3937, loss_cls: 3.8378, loss: 3.8378 2020-06-25 00:47:28,876 - mmaction - INFO - Epoch [1][1280/3757] lr: 2.000e-02, eta: 23:24:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.6183, loss: 3.6183 2020-06-25 00:47:34,864 - mmaction - INFO - Epoch [1][1300/3757] lr: 2.000e-02, eta: 23:16:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4705, loss: 3.4705 2020-06-25 00:47:40,856 - mmaction - INFO - Epoch [1][1320/3757] lr: 2.000e-02, eta: 23:09:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2437, top5_acc: 0.5062, loss_cls: 3.4413, loss: 3.4413 2020-06-25 00:47:46,840 - mmaction - INFO - Epoch [1][1340/3757] lr: 2.000e-02, eta: 23:02:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2250, top5_acc: 0.4813, loss_cls: 3.4398, loss: 3.4398 2020-06-25 00:47:52,834 - mmaction - INFO - Epoch [1][1360/3757] lr: 2.000e-02, eta: 22:55:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.6151, loss: 3.6151 2020-06-25 00:47:58,825 - mmaction - INFO - Epoch [1][1380/3757] lr: 2.000e-02, eta: 22:49:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4726, loss: 3.4726 2020-06-25 00:48:04,827 - mmaction - INFO - Epoch [1][1400/3757] lr: 2.000e-02, eta: 22:42:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2313, top5_acc: 0.5500, loss_cls: 3.3731, loss: 3.3731 2020-06-25 00:48:10,848 - mmaction - INFO - Epoch [1][1420/3757] lr: 2.000e-02, eta: 22:36:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.4414, loss: 3.4414 2020-06-25 00:48:16,836 - mmaction - INFO - Epoch [1][1440/3757] lr: 2.000e-02, eta: 22:30:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2812, top5_acc: 0.6125, loss_cls: 3.0030, loss: 3.0030 2020-06-25 00:48:22,845 - mmaction - INFO - Epoch [1][1460/3757] lr: 2.000e-02, eta: 22:24:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2125, top5_acc: 0.5000, loss_cls: 3.5195, loss: 3.5195 2020-06-25 00:48:28,816 - mmaction - INFO - Epoch [1][1480/3757] lr: 2.000e-02, eta: 22:18:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1875, top5_acc: 0.4125, loss_cls: 3.7577, loss: 3.7577 2020-06-25 00:48:34,826 - mmaction - INFO - Epoch [1][1500/3757] lr: 2.000e-02, eta: 22:13:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2125, top5_acc: 0.5188, loss_cls: 3.4769, loss: 3.4769 2020-06-25 00:48:40,812 - mmaction - INFO - Epoch [1][1520/3757] lr: 2.000e-02, eta: 22:07:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.6512, loss: 3.6512 2020-06-25 00:48:46,790 - mmaction - INFO - Epoch [1][1540/3757] lr: 2.000e-02, eta: 22:02:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4279, loss: 3.4279 2020-06-25 00:48:52,798 - mmaction - INFO - Epoch [1][1560/3757] lr: 2.000e-02, eta: 21:57:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.3048, loss: 3.3048 2020-06-25 00:48:58,781 - mmaction - INFO - Epoch [1][1580/3757] lr: 2.000e-02, eta: 21:52:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2125, top5_acc: 0.5312, loss_cls: 3.4696, loss: 3.4696 2020-06-25 00:49:04,771 - mmaction - INFO - Epoch [1][1600/3757] lr: 2.000e-02, eta: 21:47:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.4948, loss: 3.4948 2020-06-25 00:49:10,760 - mmaction - INFO - Epoch [1][1620/3757] lr: 2.000e-02, eta: 21:42:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2250, top5_acc: 0.5062, loss_cls: 3.4885, loss: 3.4885 2020-06-25 00:49:16,759 - mmaction - INFO - Epoch [1][1640/3757] lr: 2.000e-02, eta: 21:37:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.3907, loss: 3.3907 2020-06-25 00:49:22,736 - mmaction - INFO - Epoch [1][1660/3757] lr: 2.000e-02, eta: 21:33:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.2309, loss: 3.2309 2020-06-25 00:49:28,703 - mmaction - INFO - Epoch [1][1680/3757] lr: 2.000e-02, eta: 21:28:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.3611, loss: 3.3611 2020-06-25 00:49:34,674 - mmaction - INFO - Epoch [1][1700/3757] lr: 2.000e-02, eta: 21:24:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.2077, loss: 3.2077 2020-06-25 00:49:40,706 - mmaction - INFO - Epoch [1][1720/3757] lr: 2.000e-02, eta: 21:20:08, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3455, loss: 3.3455 2020-06-25 00:49:46,700 - mmaction - INFO - Epoch [1][1740/3757] lr: 2.000e-02, eta: 21:15:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3285, loss: 3.3285 2020-06-25 00:49:52,705 - mmaction - INFO - Epoch [1][1760/3757] lr: 2.000e-02, eta: 21:11:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2607, loss: 3.2607 2020-06-25 00:49:58,687 - mmaction - INFO - Epoch [1][1780/3757] lr: 2.000e-02, eta: 21:07:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.1812, top5_acc: 0.4938, loss_cls: 3.4324, loss: 3.4324 2020-06-25 00:50:05,457 - mmaction - INFO - Epoch [1][1800/3757] lr: 2.000e-02, eta: 21:05:18, time: 0.337, data_time: 0.006, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.5192, loss: 3.5192 2020-06-25 00:50:11,441 - mmaction - INFO - Epoch [1][1820/3757] lr: 2.000e-02, eta: 21:01:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.5750, loss_cls: 2.9912, loss: 2.9912 2020-06-25 00:50:17,423 - mmaction - INFO - Epoch [1][1840/3757] lr: 2.000e-02, eta: 20:57:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.1944, loss: 3.1944 2020-06-25 00:50:23,406 - mmaction - INFO - Epoch [1][1860/3757] lr: 2.000e-02, eta: 20:54:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2188, top5_acc: 0.5125, loss_cls: 3.3955, loss: 3.3955 2020-06-25 00:50:29,404 - mmaction - INFO - Epoch [1][1880/3757] lr: 2.000e-02, eta: 20:50:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2934, loss: 3.2934 2020-06-25 00:50:35,380 - mmaction - INFO - Epoch [1][1900/3757] lr: 2.000e-02, eta: 20:46:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5252, loss: 3.5252 2020-06-25 00:50:41,372 - mmaction - INFO - Epoch [1][1920/3757] lr: 2.000e-02, eta: 20:43:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2313, top5_acc: 0.5437, loss_cls: 3.3270, loss: 3.3270 2020-06-25 00:50:47,369 - mmaction - INFO - Epoch [1][1940/3757] lr: 2.000e-02, eta: 20:40:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2297, loss: 3.2297 2020-06-25 00:50:53,404 - mmaction - INFO - Epoch [1][1960/3757] lr: 2.000e-02, eta: 20:36:48, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3042, loss: 3.3042 2020-06-25 00:50:59,390 - mmaction - INFO - Epoch [1][1980/3757] lr: 2.000e-02, eta: 20:33:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2313, top5_acc: 0.4688, loss_cls: 3.5088, loss: 3.5088 2020-06-25 00:51:05,387 - mmaction - INFO - Epoch [1][2000/3757] lr: 2.000e-02, eta: 20:30:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4048, loss: 3.4048 2020-06-25 00:51:11,357 - mmaction - INFO - Epoch [1][2020/3757] lr: 2.000e-02, eta: 20:27:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.2586, loss: 3.2586 2020-06-25 00:51:17,318 - mmaction - INFO - Epoch [1][2040/3757] lr: 2.000e-02, eta: 20:24:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5062, loss_cls: 3.3733, loss: 3.3733 2020-06-25 00:51:23,313 - mmaction - INFO - Epoch [1][2060/3757] lr: 2.000e-02, eta: 20:21:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.2331, loss: 3.2331 2020-06-25 00:51:29,299 - mmaction - INFO - Epoch [1][2080/3757] lr: 2.000e-02, eta: 20:18:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.5750, loss_cls: 3.2004, loss: 3.2004 2020-06-25 00:51:35,291 - mmaction - INFO - Epoch [1][2100/3757] lr: 2.000e-02, eta: 20:15:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1150, loss: 3.1150 2020-06-25 00:51:41,275 - mmaction - INFO - Epoch [1][2120/3757] lr: 2.000e-02, eta: 20:12:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2692, loss: 3.2692 2020-06-25 00:51:47,246 - mmaction - INFO - Epoch [1][2140/3757] lr: 2.000e-02, eta: 20:09:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5687, loss_cls: 3.3584, loss: 3.3584 2020-06-25 00:51:53,246 - mmaction - INFO - Epoch [1][2160/3757] lr: 2.000e-02, eta: 20:06:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2582, loss: 3.2582 2020-06-25 00:51:59,237 - mmaction - INFO - Epoch [1][2180/3757] lr: 2.000e-02, eta: 20:04:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.1767, loss: 3.1767 2020-06-25 00:52:05,215 - mmaction - INFO - Epoch [1][2200/3757] lr: 2.000e-02, eta: 20:01:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2375, top5_acc: 0.5437, loss_cls: 3.3385, loss: 3.3385 2020-06-25 00:52:11,212 - mmaction - INFO - Epoch [1][2220/3757] lr: 2.000e-02, eta: 19:58:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.2647, loss: 3.2647 2020-06-25 00:52:17,221 - mmaction - INFO - Epoch [1][2240/3757] lr: 2.000e-02, eta: 19:56:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.4016, loss: 3.4016 2020-06-25 00:52:23,208 - mmaction - INFO - Epoch [1][2260/3757] lr: 2.000e-02, eta: 19:53:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4519, loss: 3.4519 2020-06-25 00:52:29,197 - mmaction - INFO - Epoch [1][2280/3757] lr: 2.000e-02, eta: 19:51:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.0360, loss: 3.0360 2020-06-25 00:52:35,203 - mmaction - INFO - Epoch [1][2300/3757] lr: 2.000e-02, eta: 19:48:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.3289, loss: 3.3289 2020-06-25 00:52:41,205 - mmaction - INFO - Epoch [1][2320/3757] lr: 2.000e-02, eta: 19:46:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0663, loss: 3.0663 2020-06-25 00:52:47,197 - mmaction - INFO - Epoch [1][2340/3757] lr: 2.000e-02, eta: 19:44:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2437, top5_acc: 0.5312, loss_cls: 3.3213, loss: 3.3213 2020-06-25 00:52:53,171 - mmaction - INFO - Epoch [1][2360/3757] lr: 2.000e-02, eta: 19:41:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3004, loss: 3.3004 2020-06-25 00:52:59,190 - mmaction - INFO - Epoch [1][2380/3757] lr: 2.000e-02, eta: 19:39:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.2851, loss: 3.2851 2020-06-25 00:53:05,161 - mmaction - INFO - Epoch [1][2400/3757] lr: 2.000e-02, eta: 19:37:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.6416, loss: 3.6416 2020-06-25 00:53:11,164 - mmaction - INFO - Epoch [1][2420/3757] lr: 2.000e-02, eta: 19:35:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.1027, loss: 3.1027 2020-06-25 00:53:17,172 - mmaction - INFO - Epoch [1][2440/3757] lr: 2.000e-02, eta: 19:33:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2625, top5_acc: 0.6125, loss_cls: 3.2090, loss: 3.2090 2020-06-25 00:53:23,180 - mmaction - INFO - Epoch [1][2460/3757] lr: 2.000e-02, eta: 19:30:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.2949, loss: 3.2949 2020-06-25 00:53:29,186 - mmaction - INFO - Epoch [1][2480/3757] lr: 2.000e-02, eta: 19:28:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2812, top5_acc: 0.6375, loss_cls: 3.1054, loss: 3.1054 2020-06-25 00:53:35,161 - mmaction - INFO - Epoch [1][2500/3757] lr: 2.000e-02, eta: 19:26:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 3.1166, loss: 3.1166 2020-06-25 00:53:41,152 - mmaction - INFO - Epoch [1][2520/3757] lr: 2.000e-02, eta: 19:24:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.1873, loss: 3.1873 2020-06-25 00:53:47,134 - mmaction - INFO - Epoch [1][2540/3757] lr: 2.000e-02, eta: 19:22:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.4056, loss: 3.4056 2020-06-25 00:53:53,150 - mmaction - INFO - Epoch [1][2560/3757] lr: 2.000e-02, eta: 19:20:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1890, loss: 3.1890 2020-06-25 00:53:59,121 - mmaction - INFO - Epoch [1][2580/3757] lr: 2.000e-02, eta: 19:18:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.5750, loss_cls: 3.0584, loss: 3.0584 2020-06-25 00:54:05,093 - mmaction - INFO - Epoch [1][2600/3757] lr: 2.000e-02, eta: 19:16:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 3.0106, loss: 3.0106 2020-06-25 00:54:11,104 - mmaction - INFO - Epoch [1][2620/3757] lr: 2.000e-02, eta: 19:14:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0381, loss: 3.0381 2020-06-25 00:54:17,099 - mmaction - INFO - Epoch [1][2640/3757] lr: 2.000e-02, eta: 19:13:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0686, loss: 3.0686 2020-06-25 00:54:23,103 - mmaction - INFO - Epoch [1][2660/3757] lr: 2.000e-02, eta: 19:11:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5437, loss_cls: 3.3297, loss: 3.3297 2020-06-25 00:54:29,110 - mmaction - INFO - Epoch [1][2680/3757] lr: 2.000e-02, eta: 19:09:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2562, top5_acc: 0.5563, loss_cls: 3.3122, loss: 3.3122 2020-06-25 00:54:35,097 - mmaction - INFO - Epoch [1][2700/3757] lr: 2.000e-02, eta: 19:07:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0990, loss: 3.0990 2020-06-25 00:54:41,110 - mmaction - INFO - Epoch [1][2720/3757] lr: 2.000e-02, eta: 19:05:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.2183, loss: 3.2183 2020-06-25 00:54:47,101 - mmaction - INFO - Epoch [1][2740/3757] lr: 2.000e-02, eta: 19:04:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5687, loss_cls: 3.0996, loss: 3.0996 2020-06-25 00:54:53,119 - mmaction - INFO - Epoch [1][2760/3757] lr: 2.000e-02, eta: 19:02:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5375, loss_cls: 3.1169, loss: 3.1169 2020-06-25 00:54:59,137 - mmaction - INFO - Epoch [1][2780/3757] lr: 2.000e-02, eta: 19:00:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0975, loss: 3.0975 2020-06-25 00:55:05,135 - mmaction - INFO - Epoch [1][2800/3757] lr: 2.000e-02, eta: 18:59:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0549, loss: 3.0549 2020-06-25 00:55:11,114 - mmaction - INFO - Epoch [1][2820/3757] lr: 2.000e-02, eta: 18:57:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0218, loss: 3.0218 2020-06-25 00:55:17,077 - mmaction - INFO - Epoch [1][2840/3757] lr: 2.000e-02, eta: 18:55:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.0176, loss: 3.0176 2020-06-25 00:55:23,062 - mmaction - INFO - Epoch [1][2860/3757] lr: 2.000e-02, eta: 18:54:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.6420, loss: 3.6420 2020-06-25 00:55:29,054 - mmaction - INFO - Epoch [1][2880/3757] lr: 2.000e-02, eta: 18:52:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2146, loss: 3.2146 2020-06-25 00:55:35,013 - mmaction - INFO - Epoch [1][2900/3757] lr: 2.000e-02, eta: 18:50:59, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7679, loss: 2.7679 2020-06-25 00:55:41,003 - mmaction - INFO - Epoch [1][2920/3757] lr: 2.000e-02, eta: 18:49:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0414, loss: 3.0414 2020-06-25 00:55:46,990 - mmaction - INFO - Epoch [1][2940/3757] lr: 2.000e-02, eta: 18:47:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2938, top5_acc: 0.6000, loss_cls: 2.9209, loss: 2.9209 2020-06-25 00:55:52,976 - mmaction - INFO - Epoch [1][2960/3757] lr: 2.000e-02, eta: 18:46:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.2494, loss: 3.2494 2020-06-25 00:55:58,981 - mmaction - INFO - Epoch [1][2980/3757] lr: 2.000e-02, eta: 18:44:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 2.9789, loss: 2.9789 2020-06-25 00:56:04,974 - mmaction - INFO - Epoch [1][3000/3757] lr: 2.000e-02, eta: 18:43:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.3553, loss: 3.3553 2020-06-25 00:56:10,956 - mmaction - INFO - Epoch [1][3020/3757] lr: 2.000e-02, eta: 18:42:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5188, loss_cls: 3.2592, loss: 3.2592 2020-06-25 00:56:16,920 - mmaction - INFO - Epoch [1][3040/3757] lr: 2.000e-02, eta: 18:40:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 2.8883, loss: 2.8883 2020-06-25 00:56:22,908 - mmaction - INFO - Epoch [1][3060/3757] lr: 2.000e-02, eta: 18:39:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2313, top5_acc: 0.5500, loss_cls: 3.3630, loss: 3.3630 2020-06-25 00:56:28,912 - mmaction - INFO - Epoch [1][3080/3757] lr: 2.000e-02, eta: 18:37:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.3249, loss: 3.3249 2020-06-25 00:56:34,943 - mmaction - INFO - Epoch [1][3100/3757] lr: 2.000e-02, eta: 18:36:25, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.3085, loss: 3.3085 2020-06-25 00:56:40,926 - mmaction - INFO - Epoch [1][3120/3757] lr: 2.000e-02, eta: 18:35:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1256, loss: 3.1256 2020-06-25 00:56:46,916 - mmaction - INFO - Epoch [1][3140/3757] lr: 2.000e-02, eta: 18:33:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.4551, loss: 3.4551 2020-06-25 00:56:52,929 - mmaction - INFO - Epoch [1][3160/3757] lr: 2.000e-02, eta: 18:32:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.1602, loss: 3.1602 2020-06-25 00:56:58,934 - mmaction - INFO - Epoch [1][3180/3757] lr: 2.000e-02, eta: 18:31:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.0928, loss: 3.0928 2020-06-25 00:57:04,959 - mmaction - INFO - Epoch [1][3200/3757] lr: 2.000e-02, eta: 18:29:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 2.9775, loss: 2.9775 2020-06-25 00:57:10,994 - mmaction - INFO - Epoch [1][3220/3757] lr: 2.000e-02, eta: 18:28:33, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.8349, loss: 2.8349 2020-06-25 00:57:16,955 - mmaction - INFO - Epoch [1][3240/3757] lr: 2.000e-02, eta: 18:27:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.9726, loss: 2.9726 2020-06-25 00:57:22,957 - mmaction - INFO - Epoch [1][3260/3757] lr: 2.000e-02, eta: 18:26:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.2804, loss: 3.2804 2020-06-25 00:57:28,940 - mmaction - INFO - Epoch [1][3280/3757] lr: 2.000e-02, eta: 18:24:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.3155, loss: 3.3155 2020-06-25 00:57:34,939 - mmaction - INFO - Epoch [1][3300/3757] lr: 2.000e-02, eta: 18:23:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.2687, top5_acc: 0.5875, loss_cls: 3.1414, loss: 3.1414 2020-06-25 00:57:40,923 - mmaction - INFO - Epoch [1][3320/3757] lr: 2.000e-02, eta: 18:22:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.0940, loss: 3.0940 2020-06-25 00:57:46,879 - mmaction - INFO - Epoch [1][3340/3757] lr: 2.000e-02, eta: 18:21:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9576, loss: 2.9576 2020-06-25 00:57:52,882 - mmaction - INFO - Epoch [1][3360/3757] lr: 2.000e-02, eta: 18:19:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.8911, loss: 2.8911 2020-06-25 00:57:58,874 - mmaction - INFO - Epoch [1][3380/3757] lr: 2.000e-02, eta: 18:18:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.1184, loss: 3.1184 2020-06-25 00:58:04,866 - mmaction - INFO - Epoch [1][3400/3757] lr: 2.000e-02, eta: 18:17:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1759, loss: 3.1759 2020-06-25 00:58:10,864 - mmaction - INFO - Epoch [1][3420/3757] lr: 2.000e-02, eta: 18:16:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1078, loss: 3.1078 2020-06-25 00:58:16,858 - mmaction - INFO - Epoch [1][3440/3757] lr: 2.000e-02, eta: 18:15:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 2.9459, loss: 2.9459 2020-06-25 00:58:22,859 - mmaction - INFO - Epoch [1][3460/3757] lr: 2.000e-02, eta: 18:14:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1070, loss: 3.1070 2020-06-25 00:58:28,820 - mmaction - INFO - Epoch [1][3480/3757] lr: 2.000e-02, eta: 18:13:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 3.0071, loss: 3.0071 2020-06-25 00:58:34,836 - mmaction - INFO - Epoch [1][3500/3757] lr: 2.000e-02, eta: 18:11:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.6802, loss: 2.6802 2020-06-25 00:58:40,802 - mmaction - INFO - Epoch [1][3520/3757] lr: 2.000e-02, eta: 18:10:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.1459, loss: 3.1459 2020-06-25 00:58:46,811 - mmaction - INFO - Epoch [1][3540/3757] lr: 2.000e-02, eta: 18:09:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.7449, loss: 2.7449 2020-06-25 00:58:52,793 - mmaction - INFO - Epoch [1][3560/3757] lr: 2.000e-02, eta: 18:08:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6500, loss_cls: 2.9025, loss: 2.9025 2020-06-25 00:58:58,798 - mmaction - INFO - Epoch [1][3580/3757] lr: 2.000e-02, eta: 18:07:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.5875, loss_cls: 3.1286, loss: 3.1286 2020-06-25 00:59:04,759 - mmaction - INFO - Epoch [1][3600/3757] lr: 2.000e-02, eta: 18:06:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.1280, loss: 3.1280 2020-06-25 00:59:10,760 - mmaction - INFO - Epoch [1][3620/3757] lr: 2.000e-02, eta: 18:05:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8732, loss: 2.8732 2020-06-25 00:59:16,787 - mmaction - INFO - Epoch [1][3640/3757] lr: 2.000e-02, eta: 18:04:31, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0177, loss: 3.0177 2020-06-25 00:59:22,835 - mmaction - INFO - Epoch [1][3660/3757] lr: 2.000e-02, eta: 18:03:33, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0604, loss: 3.0604 2020-06-25 00:59:28,825 - mmaction - INFO - Epoch [1][3680/3757] lr: 2.000e-02, eta: 18:02:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.5500, loss_cls: 2.9156, loss: 2.9156 2020-06-25 00:59:34,843 - mmaction - INFO - Epoch [1][3700/3757] lr: 2.000e-02, eta: 18:01:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2750, top5_acc: 0.5750, loss_cls: 3.0448, loss: 3.0448 2020-06-25 00:59:40,860 - mmaction - INFO - Epoch [1][3720/3757] lr: 2.000e-02, eta: 18:00:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.1481, loss: 3.1481 2020-06-25 00:59:46,829 - mmaction - INFO - Epoch [1][3740/3757] lr: 2.000e-02, eta: 17:59:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.6062, loss_cls: 3.0237, loss: 3.0237 2020-06-25 01:03:54,258 - mmaction - INFO - Epoch [2][20/3757] lr: 2.000e-02, eta: 21:00:17, time: 11.787, data_time: 11.372, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6562, loss_cls: 2.7767, loss: 2.7767 2020-06-25 01:04:00,310 - mmaction - INFO - Epoch [2][40/3757] lr: 2.000e-02, eta: 20:58:25, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.3181, loss: 3.3181 2020-06-25 01:04:06,314 - mmaction - INFO - Epoch [2][60/3757] lr: 2.000e-02, eta: 20:56:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.7200, loss: 2.7200 2020-06-25 01:04:12,342 - mmaction - INFO - Epoch [2][80/3757] lr: 2.000e-02, eta: 20:54:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2750, top5_acc: 0.6188, loss_cls: 3.1502, loss: 3.1502 2020-06-25 01:04:18,332 - mmaction - INFO - Epoch [2][100/3757] lr: 2.000e-02, eta: 20:52:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7641, loss: 2.7641 2020-06-25 01:04:24,327 - mmaction - INFO - Epoch [2][120/3757] lr: 2.000e-02, eta: 20:50:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0129, loss: 3.0129 2020-06-25 01:04:30,348 - mmaction - INFO - Epoch [2][140/3757] lr: 2.000e-02, eta: 20:49:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6500, loss_cls: 2.7862, loss: 2.7862 2020-06-25 01:04:36,344 - mmaction - INFO - Epoch [2][160/3757] lr: 2.000e-02, eta: 20:47:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9603, loss: 2.9603 2020-06-25 01:04:42,351 - mmaction - INFO - Epoch [2][180/3757] lr: 2.000e-02, eta: 20:45:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.7125, loss_cls: 2.6124, loss: 2.6124 2020-06-25 01:04:48,360 - mmaction - INFO - Epoch [2][200/3757] lr: 2.000e-02, eta: 20:43:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8204, loss: 2.8204 2020-06-25 01:04:54,349 - mmaction - INFO - Epoch [2][220/3757] lr: 2.000e-02, eta: 20:41:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2284, loss: 3.2284 2020-06-25 01:05:00,340 - mmaction - INFO - Epoch [2][240/3757] lr: 2.000e-02, eta: 20:40:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.5687, loss_cls: 3.1956, loss: 3.1956 2020-06-25 01:05:06,561 - mmaction - INFO - Epoch [2][260/3757] lr: 2.000e-02, eta: 20:38:36, time: 0.311, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7808, loss: 2.7808 2020-06-25 01:05:12,554 - mmaction - INFO - Epoch [2][280/3757] lr: 2.000e-02, eta: 20:36:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.8348, loss: 2.8348 2020-06-25 01:05:18,530 - mmaction - INFO - Epoch [2][300/3757] lr: 2.000e-02, eta: 20:35:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.1354, loss: 3.1354 2020-06-25 01:05:24,524 - mmaction - INFO - Epoch [2][320/3757] lr: 2.000e-02, eta: 20:33:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0779, loss: 3.0779 2020-06-25 01:05:30,506 - mmaction - INFO - Epoch [2][340/3757] lr: 2.000e-02, eta: 20:31:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.5563, loss_cls: 3.0236, loss: 3.0236 2020-06-25 01:05:36,519 - mmaction - INFO - Epoch [2][360/3757] lr: 2.000e-02, eta: 20:30:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 3.0489, loss: 3.0489 2020-06-25 01:05:42,518 - mmaction - INFO - Epoch [2][380/3757] lr: 2.000e-02, eta: 20:28:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.2828, loss: 3.2828 2020-06-25 01:05:48,534 - mmaction - INFO - Epoch [2][400/3757] lr: 2.000e-02, eta: 20:26:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.9930, loss: 2.9930 2020-06-25 01:05:54,513 - mmaction - INFO - Epoch [2][420/3757] lr: 2.000e-02, eta: 20:25:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.7505, loss: 2.7505 2020-06-25 01:06:00,498 - mmaction - INFO - Epoch [2][440/3757] lr: 2.000e-02, eta: 20:23:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3063, top5_acc: 0.6188, loss_cls: 2.9352, loss: 2.9352 2020-06-25 01:06:06,505 - mmaction - INFO - Epoch [2][460/3757] lr: 2.000e-02, eta: 20:22:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2263, loss: 3.2263 2020-06-25 01:06:12,468 - mmaction - INFO - Epoch [2][480/3757] lr: 2.000e-02, eta: 20:20:28, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.8684, loss: 2.8684 2020-06-25 01:06:18,456 - mmaction - INFO - Epoch [2][500/3757] lr: 2.000e-02, eta: 20:18:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8855, loss: 2.8855 2020-06-25 01:06:24,438 - mmaction - INFO - Epoch [2][520/3757] lr: 2.000e-02, eta: 20:17:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.7937, loss: 2.7937 2020-06-25 01:06:30,443 - mmaction - INFO - Epoch [2][540/3757] lr: 2.000e-02, eta: 20:15:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.7499, loss: 2.7499 2020-06-25 01:06:36,428 - mmaction - INFO - Epoch [2][560/3757] lr: 2.000e-02, eta: 20:14:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.7313, loss: 2.7313 2020-06-25 01:06:42,398 - mmaction - INFO - Epoch [2][580/3757] lr: 2.000e-02, eta: 20:12:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8255, loss: 2.8255 2020-06-25 01:06:48,414 - mmaction - INFO - Epoch [2][600/3757] lr: 2.000e-02, eta: 20:11:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.2625, top5_acc: 0.6125, loss_cls: 2.8773, loss: 2.8773 2020-06-25 01:06:54,390 - mmaction - INFO - Epoch [2][620/3757] lr: 2.000e-02, eta: 20:09:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9069, loss: 2.9069 2020-06-25 01:07:00,401 - mmaction - INFO - Epoch [2][640/3757] lr: 2.000e-02, eta: 20:08:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9075, loss: 2.9075 2020-06-25 01:07:06,360 - mmaction - INFO - Epoch [2][660/3757] lr: 2.000e-02, eta: 20:06:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.9149, loss: 2.9149 2020-06-25 01:07:12,375 - mmaction - INFO - Epoch [2][680/3757] lr: 2.000e-02, eta: 20:05:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6188, loss_cls: 2.9377, loss: 2.9377 2020-06-25 01:07:18,354 - mmaction - INFO - Epoch [2][700/3757] lr: 2.000e-02, eta: 20:04:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 2.9617, loss: 2.9617 2020-06-25 01:07:24,343 - mmaction - INFO - Epoch [2][720/3757] lr: 2.000e-02, eta: 20:02:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9518, loss: 2.9518 2020-06-25 01:07:30,365 - mmaction - INFO - Epoch [2][740/3757] lr: 2.000e-02, eta: 20:01:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7625, loss: 2.7625 2020-06-25 01:07:36,377 - mmaction - INFO - Epoch [2][760/3757] lr: 2.000e-02, eta: 19:59:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2875, top5_acc: 0.5938, loss_cls: 3.0232, loss: 3.0232 2020-06-25 01:07:42,368 - mmaction - INFO - Epoch [2][780/3757] lr: 2.000e-02, eta: 19:58:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5437, loss: 2.5437 2020-06-25 01:07:48,357 - mmaction - INFO - Epoch [2][800/3757] lr: 2.000e-02, eta: 19:57:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.7181, loss: 2.7181 2020-06-25 01:07:54,345 - mmaction - INFO - Epoch [2][820/3757] lr: 2.000e-02, eta: 19:55:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.9058, loss: 2.9058 2020-06-25 01:08:00,327 - mmaction - INFO - Epoch [2][840/3757] lr: 2.000e-02, eta: 19:54:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.8414, loss: 2.8414 2020-06-25 01:08:06,291 - mmaction - INFO - Epoch [2][860/3757] lr: 2.000e-02, eta: 19:53:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.6019, loss: 2.6019 2020-06-25 01:08:12,288 - mmaction - INFO - Epoch [2][880/3757] lr: 2.000e-02, eta: 19:51:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.8307, loss: 2.8307 2020-06-25 01:08:18,259 - mmaction - INFO - Epoch [2][900/3757] lr: 2.000e-02, eta: 19:50:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3187, top5_acc: 0.6312, loss_cls: 2.9113, loss: 2.9113 2020-06-25 01:08:24,250 - mmaction - INFO - Epoch [2][920/3757] lr: 2.000e-02, eta: 19:49:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.8563, loss: 2.8563 2020-06-25 01:08:30,226 - mmaction - INFO - Epoch [2][940/3757] lr: 2.000e-02, eta: 19:47:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.7030, loss: 2.7030 2020-06-25 01:08:36,223 - mmaction - INFO - Epoch [2][960/3757] lr: 2.000e-02, eta: 19:46:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6607, loss: 2.6607 2020-06-25 01:08:42,230 - mmaction - INFO - Epoch [2][980/3757] lr: 2.000e-02, eta: 19:45:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 2.9864, loss: 2.9864 2020-06-25 01:08:48,219 - mmaction - INFO - Epoch [2][1000/3757] lr: 2.000e-02, eta: 19:43:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.6041, loss: 2.6041 2020-06-25 01:08:54,183 - mmaction - INFO - Epoch [2][1020/3757] lr: 2.000e-02, eta: 19:42:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6562, loss_cls: 2.7895, loss: 2.7895 2020-06-25 01:09:00,170 - mmaction - INFO - Epoch [2][1040/3757] lr: 2.000e-02, eta: 19:41:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6125, loss_cls: 2.8214, loss: 2.8214 2020-06-25 01:09:06,164 - mmaction - INFO - Epoch [2][1060/3757] lr: 2.000e-02, eta: 19:40:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6639, loss: 2.6639 2020-06-25 01:09:12,142 - mmaction - INFO - Epoch [2][1080/3757] lr: 2.000e-02, eta: 19:38:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.6062, loss_cls: 3.1748, loss: 3.1748 2020-06-25 01:09:18,122 - mmaction - INFO - Epoch [2][1100/3757] lr: 2.000e-02, eta: 19:37:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0791, loss: 3.0791 2020-06-25 01:09:24,092 - mmaction - INFO - Epoch [2][1120/3757] lr: 2.000e-02, eta: 19:36:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.6462, loss: 2.6462 2020-06-25 01:09:30,088 - mmaction - INFO - Epoch [2][1140/3757] lr: 2.000e-02, eta: 19:35:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6625, loss_cls: 2.7219, loss: 2.7219 2020-06-25 01:09:36,096 - mmaction - INFO - Epoch [2][1160/3757] lr: 2.000e-02, eta: 19:34:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6312, loss_cls: 2.9680, loss: 2.9680 2020-06-25 01:09:42,078 - mmaction - INFO - Epoch [2][1180/3757] lr: 2.000e-02, eta: 19:32:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.1347, loss: 3.1347 2020-06-25 01:09:48,083 - mmaction - INFO - Epoch [2][1200/3757] lr: 2.000e-02, eta: 19:31:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.8675, loss: 2.8675 2020-06-25 01:09:54,096 - mmaction - INFO - Epoch [2][1220/3757] lr: 2.000e-02, eta: 19:30:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6625, loss_cls: 2.8596, loss: 2.8596 2020-06-25 01:10:00,087 - mmaction - INFO - Epoch [2][1240/3757] lr: 2.000e-02, eta: 19:29:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 2.9611, loss: 2.9611 2020-06-25 01:10:06,296 - mmaction - INFO - Epoch [2][1260/3757] lr: 2.000e-02, eta: 19:28:22, time: 0.310, data_time: 0.000, memory: 7077, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1246, loss: 3.1246 2020-06-25 01:10:12,321 - mmaction - INFO - Epoch [2][1280/3757] lr: 2.000e-02, eta: 19:27:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7568, loss: 2.7568 2020-06-25 01:10:18,333 - mmaction - INFO - Epoch [2][1300/3757] lr: 2.000e-02, eta: 19:26:08, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8756, loss: 2.8756 2020-06-25 01:10:24,307 - mmaction - INFO - Epoch [2][1320/3757] lr: 2.000e-02, eta: 19:24:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0514, loss: 3.0514 2020-06-25 01:10:30,287 - mmaction - INFO - Epoch [2][1340/3757] lr: 2.000e-02, eta: 19:23:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6312, loss_cls: 2.8600, loss: 2.8600 2020-06-25 01:10:36,253 - mmaction - INFO - Epoch [2][1360/3757] lr: 2.000e-02, eta: 19:22:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.8786, loss: 2.8786 2020-06-25 01:10:42,241 - mmaction - INFO - Epoch [2][1380/3757] lr: 2.000e-02, eta: 19:21:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.8643, loss: 2.8643 2020-06-25 01:10:48,234 - mmaction - INFO - Epoch [2][1400/3757] lr: 2.000e-02, eta: 19:20:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5771, loss: 2.5771 2020-06-25 01:10:54,232 - mmaction - INFO - Epoch [2][1420/3757] lr: 2.000e-02, eta: 19:19:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.7030, loss: 2.7030 2020-06-25 01:11:00,213 - mmaction - INFO - Epoch [2][1440/3757] lr: 2.000e-02, eta: 19:18:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.7107, loss: 2.7107 2020-06-25 01:11:06,211 - mmaction - INFO - Epoch [2][1460/3757] lr: 2.000e-02, eta: 19:17:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9647, loss: 2.9647 2020-06-25 01:11:12,197 - mmaction - INFO - Epoch [2][1480/3757] lr: 2.000e-02, eta: 19:16:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6375, loss_cls: 2.9191, loss: 2.9191 2020-06-25 01:11:18,479 - mmaction - INFO - Epoch [2][1500/3757] lr: 2.000e-02, eta: 19:15:21, time: 0.314, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7968, loss: 2.7968 2020-06-25 01:11:24,474 - mmaction - INFO - Epoch [2][1520/3757] lr: 2.000e-02, eta: 19:14:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9936, loss: 2.9936 2020-06-25 01:11:30,482 - mmaction - INFO - Epoch [2][1540/3757] lr: 2.000e-02, eta: 19:13:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.7125, loss_cls: 2.6760, loss: 2.6760 2020-06-25 01:11:36,477 - mmaction - INFO - Epoch [2][1560/3757] lr: 2.000e-02, eta: 19:12:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.8183, loss: 2.8183 2020-06-25 01:11:42,492 - mmaction - INFO - Epoch [2][1580/3757] lr: 2.000e-02, eta: 19:11:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2500, top5_acc: 0.5687, loss_cls: 3.1939, loss: 3.1939 2020-06-25 01:11:48,490 - mmaction - INFO - Epoch [2][1600/3757] lr: 2.000e-02, eta: 19:10:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.7049, loss: 2.7049 2020-06-25 01:11:54,506 - mmaction - INFO - Epoch [2][1620/3757] lr: 2.000e-02, eta: 19:09:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4343, loss: 2.4343 2020-06-25 01:12:00,489 - mmaction - INFO - Epoch [2][1640/3757] lr: 2.000e-02, eta: 19:08:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4892, loss: 2.4892 2020-06-25 01:12:06,477 - mmaction - INFO - Epoch [2][1660/3757] lr: 2.000e-02, eta: 19:07:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8959, loss: 2.8959 2020-06-25 01:12:12,452 - mmaction - INFO - Epoch [2][1680/3757] lr: 2.000e-02, eta: 19:06:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6438, loss_cls: 2.8428, loss: 2.8428 2020-06-25 01:12:18,456 - mmaction - INFO - Epoch [2][1700/3757] lr: 2.000e-02, eta: 19:05:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.8822, loss: 2.8822 2020-06-25 01:12:24,459 - mmaction - INFO - Epoch [2][1720/3757] lr: 2.000e-02, eta: 19:04:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.7345, loss: 2.7345 2020-06-25 01:12:30,478 - mmaction - INFO - Epoch [2][1740/3757] lr: 2.000e-02, eta: 19:03:16, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.7865, loss: 2.7865 2020-06-25 01:12:36,461 - mmaction - INFO - Epoch [2][1760/3757] lr: 2.000e-02, eta: 19:02:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8921, loss: 2.8921 2020-06-25 01:12:42,450 - mmaction - INFO - Epoch [2][1780/3757] lr: 2.000e-02, eta: 19:01:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5837, loss: 2.5837 2020-06-25 01:12:48,462 - mmaction - INFO - Epoch [2][1800/3757] lr: 2.000e-02, eta: 19:00:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6312, loss_cls: 2.8175, loss: 2.8175 2020-06-25 01:12:54,465 - mmaction - INFO - Epoch [2][1820/3757] lr: 2.000e-02, eta: 18:59:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3063, top5_acc: 0.6687, loss_cls: 2.7143, loss: 2.7143 2020-06-25 01:13:00,438 - mmaction - INFO - Epoch [2][1840/3757] lr: 2.000e-02, eta: 18:58:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6562, loss_cls: 2.7800, loss: 2.7800 2020-06-25 01:13:06,416 - mmaction - INFO - Epoch [2][1860/3757] lr: 2.000e-02, eta: 18:57:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.7459, loss: 2.7459 2020-06-25 01:13:12,425 - mmaction - INFO - Epoch [2][1880/3757] lr: 2.000e-02, eta: 18:56:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.6361, loss: 2.6361 2020-06-25 01:13:18,421 - mmaction - INFO - Epoch [2][1900/3757] lr: 2.000e-02, eta: 18:55:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6500, loss_cls: 2.8064, loss: 2.8064 2020-06-25 01:13:24,427 - mmaction - INFO - Epoch [2][1920/3757] lr: 2.000e-02, eta: 18:54:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0680, loss: 3.0680 2020-06-25 01:13:30,450 - mmaction - INFO - Epoch [2][1940/3757] lr: 2.000e-02, eta: 18:53:52, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.9091, loss: 2.9091 2020-06-25 01:13:36,418 - mmaction - INFO - Epoch [2][1960/3757] lr: 2.000e-02, eta: 18:52:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.6154, loss: 2.6154 2020-06-25 01:13:42,419 - mmaction - INFO - Epoch [2][1980/3757] lr: 2.000e-02, eta: 18:52:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0176, loss: 3.0176 2020-06-25 01:13:48,418 - mmaction - INFO - Epoch [2][2000/3757] lr: 2.000e-02, eta: 18:51:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.0759, loss: 3.0759 2020-06-25 01:13:54,389 - mmaction - INFO - Epoch [2][2020/3757] lr: 2.000e-02, eta: 18:50:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8812, loss: 2.8812 2020-06-25 01:14:00,394 - mmaction - INFO - Epoch [2][2040/3757] lr: 2.000e-02, eta: 18:49:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.7793, loss: 2.7793 2020-06-25 01:14:06,399 - mmaction - INFO - Epoch [2][2060/3757] lr: 2.000e-02, eta: 18:48:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0317, loss: 3.0317 2020-06-25 01:14:12,382 - mmaction - INFO - Epoch [2][2080/3757] lr: 2.000e-02, eta: 18:47:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.7709, loss: 2.7709 2020-06-25 01:14:18,377 - mmaction - INFO - Epoch [2][2100/3757] lr: 2.000e-02, eta: 18:46:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.7133, loss: 2.7133 2020-06-25 01:14:24,354 - mmaction - INFO - Epoch [2][2120/3757] lr: 2.000e-02, eta: 18:45:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6875, loss_cls: 2.6764, loss: 2.6764 2020-06-25 01:14:30,328 - mmaction - INFO - Epoch [2][2140/3757] lr: 2.000e-02, eta: 18:45:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7736, loss: 2.7736 2020-06-25 01:14:36,332 - mmaction - INFO - Epoch [2][2160/3757] lr: 2.000e-02, eta: 18:44:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.6365, loss: 2.6365 2020-06-25 01:14:42,350 - mmaction - INFO - Epoch [2][2180/3757] lr: 2.000e-02, eta: 18:43:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8095, loss: 2.8095 2020-06-25 01:14:48,346 - mmaction - INFO - Epoch [2][2200/3757] lr: 2.000e-02, eta: 18:42:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.8439, loss: 2.8439 2020-06-25 01:14:54,354 - mmaction - INFO - Epoch [2][2220/3757] lr: 2.000e-02, eta: 18:41:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6562, loss_cls: 2.7499, loss: 2.7499 2020-06-25 01:15:00,370 - mmaction - INFO - Epoch [2][2240/3757] lr: 2.000e-02, eta: 18:40:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6125, loss_cls: 2.7674, loss: 2.7674 2020-06-25 01:15:06,372 - mmaction - INFO - Epoch [2][2260/3757] lr: 2.000e-02, eta: 18:40:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.8921, loss: 2.8921 2020-06-25 01:15:12,347 - mmaction - INFO - Epoch [2][2280/3757] lr: 2.000e-02, eta: 18:39:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.8798, loss: 2.8798 2020-06-25 01:15:18,356 - mmaction - INFO - Epoch [2][2300/3757] lr: 2.000e-02, eta: 18:38:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7063, loss_cls: 2.4871, loss: 2.4871 2020-06-25 01:15:24,362 - mmaction - INFO - Epoch [2][2320/3757] lr: 2.000e-02, eta: 18:37:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.7104, loss: 2.7104 2020-06-25 01:15:30,343 - mmaction - INFO - Epoch [2][2340/3757] lr: 2.000e-02, eta: 18:36:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6000, loss_cls: 2.8173, loss: 2.8173 2020-06-25 01:15:36,326 - mmaction - INFO - Epoch [2][2360/3757] lr: 2.000e-02, eta: 18:35:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6375, loss_cls: 2.7779, loss: 2.7779 2020-06-25 01:15:42,346 - mmaction - INFO - Epoch [2][2380/3757] lr: 2.000e-02, eta: 18:35:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.8872, loss: 2.8872 2020-06-25 01:15:48,334 - mmaction - INFO - Epoch [2][2400/3757] lr: 2.000e-02, eta: 18:34:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 2.9408, loss: 2.9408 2020-06-25 01:15:54,356 - mmaction - INFO - Epoch [2][2420/3757] lr: 2.000e-02, eta: 18:33:33, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5630, loss: 2.5630 2020-06-25 01:16:00,376 - mmaction - INFO - Epoch [2][2440/3757] lr: 2.000e-02, eta: 18:32:46, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8026, loss: 2.8026 2020-06-25 01:16:06,344 - mmaction - INFO - Epoch [2][2460/3757] lr: 2.000e-02, eta: 18:31:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.7931, loss: 2.7931 2020-06-25 01:16:12,343 - mmaction - INFO - Epoch [2][2480/3757] lr: 2.000e-02, eta: 18:31:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9096, loss: 2.9096 2020-06-25 01:16:18,316 - mmaction - INFO - Epoch [2][2500/3757] lr: 2.000e-02, eta: 18:30:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.4955, loss: 2.4955 2020-06-25 01:16:24,308 - mmaction - INFO - Epoch [2][2520/3757] lr: 2.000e-02, eta: 18:29:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9284, loss: 2.9284 2020-06-25 01:16:30,301 - mmaction - INFO - Epoch [2][2540/3757] lr: 2.000e-02, eta: 18:28:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5602, loss: 2.5602 2020-06-25 01:16:36,283 - mmaction - INFO - Epoch [2][2560/3757] lr: 2.000e-02, eta: 18:28:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7388, loss: 2.7388 2020-06-25 01:16:42,280 - mmaction - INFO - Epoch [2][2580/3757] lr: 2.000e-02, eta: 18:27:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6438, loss_cls: 2.8443, loss: 2.8443 2020-06-25 01:16:48,297 - mmaction - INFO - Epoch [2][2600/3757] lr: 2.000e-02, eta: 18:26:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6813, loss_cls: 2.6539, loss: 2.6539 2020-06-25 01:16:54,281 - mmaction - INFO - Epoch [2][2620/3757] lr: 2.000e-02, eta: 18:25:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6188, loss_cls: 2.6194, loss: 2.6194 2020-06-25 01:17:00,285 - mmaction - INFO - Epoch [2][2640/3757] lr: 2.000e-02, eta: 18:25:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6714, loss: 2.6714 2020-06-25 01:17:06,287 - mmaction - INFO - Epoch [2][2660/3757] lr: 2.000e-02, eta: 18:24:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.8689, loss: 2.8689 2020-06-25 01:17:12,255 - mmaction - INFO - Epoch [2][2680/3757] lr: 2.000e-02, eta: 18:23:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8281, loss: 2.8281 2020-06-25 01:17:18,255 - mmaction - INFO - Epoch [2][2700/3757] lr: 2.000e-02, eta: 18:22:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 2.9795, loss: 2.9795 2020-06-25 01:17:24,264 - mmaction - INFO - Epoch [2][2720/3757] lr: 2.000e-02, eta: 18:22:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4913, loss: 2.4913 2020-06-25 01:17:30,253 - mmaction - INFO - Epoch [2][2740/3757] lr: 2.000e-02, eta: 18:21:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.4846, loss: 2.4846 2020-06-25 01:17:36,241 - mmaction - INFO - Epoch [2][2760/3757] lr: 2.000e-02, eta: 18:20:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.6300, loss: 2.6300 2020-06-25 01:17:42,234 - mmaction - INFO - Epoch [2][2780/3757] lr: 2.000e-02, eta: 18:20:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.7371, loss: 2.7371 2020-06-25 01:17:48,245 - mmaction - INFO - Epoch [2][2800/3757] lr: 2.000e-02, eta: 18:19:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.2812, top5_acc: 0.6312, loss_cls: 2.8624, loss: 2.8624 2020-06-25 01:17:54,243 - mmaction - INFO - Epoch [2][2820/3757] lr: 2.000e-02, eta: 18:18:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6704, loss: 2.6704 2020-06-25 01:18:00,258 - mmaction - INFO - Epoch [2][2840/3757] lr: 2.000e-02, eta: 18:17:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.0431, loss: 3.0431 2020-06-25 01:18:06,281 - mmaction - INFO - Epoch [2][2860/3757] lr: 2.000e-02, eta: 18:17:12, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.4404, loss: 2.4404 2020-06-25 01:18:12,244 - mmaction - INFO - Epoch [2][2880/3757] lr: 2.000e-02, eta: 18:16:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5339, loss: 2.5339 2020-06-25 01:18:18,218 - mmaction - INFO - Epoch [2][2900/3757] lr: 2.000e-02, eta: 18:15:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.8738, loss: 2.8738 2020-06-25 01:18:24,193 - mmaction - INFO - Epoch [2][2920/3757] lr: 2.000e-02, eta: 18:15:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0267, loss: 3.0267 2020-06-25 01:18:30,180 - mmaction - INFO - Epoch [2][2940/3757] lr: 2.000e-02, eta: 18:14:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.7553, loss: 2.7553 2020-06-25 01:18:36,168 - mmaction - INFO - Epoch [2][2960/3757] lr: 2.000e-02, eta: 18:13:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9238, loss: 2.9238 2020-06-25 01:18:42,142 - mmaction - INFO - Epoch [2][2980/3757] lr: 2.000e-02, eta: 18:13:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6000, loss_cls: 2.8320, loss: 2.8320 2020-06-25 01:18:48,119 - mmaction - INFO - Epoch [2][3000/3757] lr: 2.000e-02, eta: 18:12:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9434, loss: 2.9434 2020-06-25 01:18:54,097 - mmaction - INFO - Epoch [2][3020/3757] lr: 2.000e-02, eta: 18:11:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.6313, loss: 2.6313 2020-06-25 01:19:00,104 - mmaction - INFO - Epoch [2][3040/3757] lr: 2.000e-02, eta: 18:10:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.5375, loss: 2.5375 2020-06-25 01:19:06,105 - mmaction - INFO - Epoch [2][3060/3757] lr: 2.000e-02, eta: 18:10:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6688, loss: 2.6688 2020-06-25 01:19:12,129 - mmaction - INFO - Epoch [2][3080/3757] lr: 2.000e-02, eta: 18:09:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.7192, loss: 2.7192 2020-06-25 01:19:18,133 - mmaction - INFO - Epoch [2][3100/3757] lr: 2.000e-02, eta: 18:09:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.7970, loss: 2.7970 2020-06-25 01:19:24,120 - mmaction - INFO - Epoch [2][3120/3757] lr: 2.000e-02, eta: 18:08:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.6400, loss: 2.6400 2020-06-25 01:19:30,105 - mmaction - INFO - Epoch [2][3140/3757] lr: 2.000e-02, eta: 18:07:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5134, loss: 2.5134 2020-06-25 01:19:36,115 - mmaction - INFO - Epoch [2][3160/3757] lr: 2.000e-02, eta: 18:07:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.6987, loss: 2.6987 2020-06-25 01:19:42,087 - mmaction - INFO - Epoch [2][3180/3757] lr: 2.000e-02, eta: 18:06:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.7760, loss: 2.7760 2020-06-25 01:19:48,080 - mmaction - INFO - Epoch [2][3200/3757] lr: 2.000e-02, eta: 18:05:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.6261, loss: 2.6261 2020-06-25 01:19:54,031 - mmaction - INFO - Epoch [2][3220/3757] lr: 2.000e-02, eta: 18:05:04, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.6552, loss: 2.6552 2020-06-25 01:19:59,995 - mmaction - INFO - Epoch [2][3240/3757] lr: 2.000e-02, eta: 18:04:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7712, loss: 2.7712 2020-06-25 01:20:06,004 - mmaction - INFO - Epoch [2][3260/3757] lr: 2.000e-02, eta: 18:03:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0476, loss: 3.0476 2020-06-25 01:20:12,007 - mmaction - INFO - Epoch [2][3280/3757] lr: 2.000e-02, eta: 18:03:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7672, loss: 2.7672 2020-06-25 01:20:17,986 - mmaction - INFO - Epoch [2][3300/3757] lr: 2.000e-02, eta: 18:02:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.7989, loss: 2.7989 2020-06-25 01:20:23,956 - mmaction - INFO - Epoch [2][3320/3757] lr: 2.000e-02, eta: 18:01:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6625, loss_cls: 2.8235, loss: 2.8235 2020-06-25 01:20:29,920 - mmaction - INFO - Epoch [2][3340/3757] lr: 2.000e-02, eta: 18:01:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6188, loss_cls: 2.6500, loss: 2.6500 2020-06-25 01:20:35,905 - mmaction - INFO - Epoch [2][3360/3757] lr: 2.000e-02, eta: 18:00:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.6636, loss: 2.6636 2020-06-25 01:20:41,897 - mmaction - INFO - Epoch [2][3380/3757] lr: 2.000e-02, eta: 18:00:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6500, loss_cls: 2.7406, loss: 2.7406 2020-06-25 01:20:47,866 - mmaction - INFO - Epoch [2][3400/3757] lr: 2.000e-02, eta: 17:59:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6562, loss_cls: 2.5669, loss: 2.5669 2020-06-25 01:20:53,856 - mmaction - INFO - Epoch [2][3420/3757] lr: 2.000e-02, eta: 17:58:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6687, loss_cls: 2.7805, loss: 2.7805 2020-06-25 01:20:59,844 - mmaction - INFO - Epoch [2][3440/3757] lr: 2.000e-02, eta: 17:58:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3187, top5_acc: 0.6562, loss_cls: 2.7787, loss: 2.7787 2020-06-25 01:21:05,808 - mmaction - INFO - Epoch [2][3460/3757] lr: 2.000e-02, eta: 17:57:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7576, loss: 2.7576 2020-06-25 01:21:11,784 - mmaction - INFO - Epoch [2][3480/3757] lr: 2.000e-02, eta: 17:56:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.6234, loss: 2.6234 2020-06-25 01:21:17,759 - mmaction - INFO - Epoch [2][3500/3757] lr: 2.000e-02, eta: 17:56:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6500, loss_cls: 2.7336, loss: 2.7336 2020-06-25 01:21:23,759 - mmaction - INFO - Epoch [2][3520/3757] lr: 2.000e-02, eta: 17:55:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.9756, loss: 2.9756 2020-06-25 01:21:29,751 - mmaction - INFO - Epoch [2][3540/3757] lr: 2.000e-02, eta: 17:55:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6188, loss_cls: 2.7915, loss: 2.7915 2020-06-25 01:21:35,745 - mmaction - INFO - Epoch [2][3560/3757] lr: 2.000e-02, eta: 17:54:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.9263, loss: 2.9263 2020-06-25 01:21:41,741 - mmaction - INFO - Epoch [2][3580/3757] lr: 2.000e-02, eta: 17:53:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.4539, loss: 2.4539 2020-06-25 01:21:47,734 - mmaction - INFO - Epoch [2][3600/3757] lr: 2.000e-02, eta: 17:53:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6438, loss_cls: 2.7399, loss: 2.7399 2020-06-25 01:21:53,719 - mmaction - INFO - Epoch [2][3620/3757] lr: 2.000e-02, eta: 17:52:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.6976, loss: 2.6976 2020-06-25 01:21:59,721 - mmaction - INFO - Epoch [2][3640/3757] lr: 2.000e-02, eta: 17:52:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6062, loss_cls: 2.7599, loss: 2.7599 2020-06-25 01:22:05,723 - mmaction - INFO - Epoch [2][3660/3757] lr: 2.000e-02, eta: 17:51:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.7100, loss: 2.7100 2020-06-25 01:22:11,747 - mmaction - INFO - Epoch [2][3680/3757] lr: 2.000e-02, eta: 17:51:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0455, loss: 3.0455 2020-06-25 01:22:17,755 - mmaction - INFO - Epoch [2][3700/3757] lr: 2.000e-02, eta: 17:50:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.6655, loss: 2.6655 2020-06-25 01:22:23,721 - mmaction - INFO - Epoch [2][3720/3757] lr: 2.000e-02, eta: 17:49:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7673, loss: 2.7673 2020-06-25 01:22:29,723 - mmaction - INFO - Epoch [2][3740/3757] lr: 2.000e-02, eta: 17:49:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.3460, loss: 2.3460 2020-06-25 01:26:08,772 - mmaction - INFO - Epoch [3][20/3757] lr: 2.000e-02, eta: 19:06:49, time: 10.398, data_time: 9.842, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.5782, loss: 2.5782 2020-06-25 01:26:18,453 - mmaction - INFO - Epoch [3][40/3757] lr: 2.000e-02, eta: 19:07:31, time: 0.486, data_time: 0.005, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7877, loss: 2.7877 2020-06-25 01:26:25,873 - mmaction - INFO - Epoch [3][60/3757] lr: 2.000e-02, eta: 19:07:18, time: 0.371, data_time: 0.000, memory: 7077, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0076, loss: 3.0076 2020-06-25 01:26:34,096 - mmaction - INFO - Epoch [3][80/3757] lr: 2.000e-02, eta: 19:07:25, time: 0.411, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.5373, loss: 2.5373 2020-06-25 01:26:41,146 - mmaction - INFO - Epoch [3][100/3757] lr: 2.000e-02, eta: 19:07:03, time: 0.352, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8065, loss: 2.8065 2020-06-25 01:26:50,079 - mmaction - INFO - Epoch [3][120/3757] lr: 2.000e-02, eta: 19:07:26, time: 0.447, data_time: 0.028, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.6558, loss: 2.6558 2020-06-25 01:26:59,883 - mmaction - INFO - Epoch [3][140/3757] lr: 2.000e-02, eta: 19:08:09, time: 0.490, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.4766, loss: 2.4766 2020-06-25 01:27:07,875 - mmaction - INFO - Epoch [3][160/3757] lr: 2.000e-02, eta: 19:08:10, time: 0.399, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4942, loss: 2.4942 2020-06-25 01:27:13,846 - mmaction - INFO - Epoch [3][180/3757] lr: 2.000e-02, eta: 19:07:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5720, loss: 2.5720 2020-06-25 01:27:19,842 - mmaction - INFO - Epoch [3][200/3757] lr: 2.000e-02, eta: 19:06:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5474, loss: 2.5474 2020-06-25 01:27:25,827 - mmaction - INFO - Epoch [3][220/3757] lr: 2.000e-02, eta: 19:05:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.4827, loss: 2.4827 2020-06-25 01:27:31,865 - mmaction - INFO - Epoch [3][240/3757] lr: 2.000e-02, eta: 19:05:06, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.6637, loss: 2.6637 2020-06-25 01:27:37,842 - mmaction - INFO - Epoch [3][260/3757] lr: 2.000e-02, eta: 19:04:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.7036, loss: 2.7036 2020-06-25 01:27:43,838 - mmaction - INFO - Epoch [3][280/3757] lr: 2.000e-02, eta: 19:03:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7063, loss_cls: 2.3888, loss: 2.3888 2020-06-25 01:27:49,826 - mmaction - INFO - Epoch [3][300/3757] lr: 2.000e-02, eta: 19:02:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4737, loss: 2.4737 2020-06-25 01:27:56,171 - mmaction - INFO - Epoch [3][320/3757] lr: 2.000e-02, eta: 19:02:13, time: 0.317, data_time: 0.010, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6375, loss_cls: 2.6238, loss: 2.6238 2020-06-25 01:28:02,304 - mmaction - INFO - Epoch [3][340/3757] lr: 2.000e-02, eta: 19:01:31, time: 0.306, data_time: 0.006, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.5652, loss: 2.5652 2020-06-25 01:28:08,489 - mmaction - INFO - Epoch [3][360/3757] lr: 2.000e-02, eta: 19:00:51, time: 0.309, data_time: 0.010, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.6260, loss: 2.6260 2020-06-25 01:28:14,504 - mmaction - INFO - Epoch [3][380/3757] lr: 2.000e-02, eta: 19:00:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.4262, loss: 2.4262 2020-06-25 01:28:22,795 - mmaction - INFO - Epoch [3][400/3757] lr: 2.000e-02, eta: 19:00:15, time: 0.415, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5811, loss: 2.5811 2020-06-25 01:28:29,764 - mmaction - INFO - Epoch [3][420/3757] lr: 2.000e-02, eta: 18:59:53, time: 0.348, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.7397, loss: 2.7397 2020-06-25 01:28:35,738 - mmaction - INFO - Epoch [3][440/3757] lr: 2.000e-02, eta: 18:59:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.5533, loss: 2.5533 2020-06-25 01:28:41,719 - mmaction - INFO - Epoch [3][460/3757] lr: 2.000e-02, eta: 18:58:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8395, loss: 2.8395 2020-06-25 01:28:47,693 - mmaction - INFO - Epoch [3][480/3757] lr: 2.000e-02, eta: 18:57:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0663, loss: 3.0663 2020-06-25 01:28:53,736 - mmaction - INFO - Epoch [3][500/3757] lr: 2.000e-02, eta: 18:56:58, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6500, loss_cls: 2.7911, loss: 2.7911 2020-06-25 01:29:01,205 - mmaction - INFO - Epoch [3][520/3757] lr: 2.000e-02, eta: 18:56:48, time: 0.373, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4841, loss: 2.4841 2020-06-25 01:29:07,227 - mmaction - INFO - Epoch [3][540/3757] lr: 2.000e-02, eta: 18:56:05, time: 0.301, data_time: 0.002, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.3468, loss: 2.3468 2020-06-25 01:29:13,244 - mmaction - INFO - Epoch [3][560/3757] lr: 2.000e-02, eta: 18:55:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.3922, loss: 2.3922 2020-06-25 01:29:19,237 - mmaction - INFO - Epoch [3][580/3757] lr: 2.000e-02, eta: 18:54:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6625, loss_cls: 2.6501, loss: 2.6501 2020-06-25 01:29:25,254 - mmaction - INFO - Epoch [3][600/3757] lr: 2.000e-02, eta: 18:53:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7531, loss: 2.7531 2020-06-25 01:29:31,245 - mmaction - INFO - Epoch [3][620/3757] lr: 2.000e-02, eta: 18:53:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3893, loss: 2.3893 2020-06-25 01:29:37,262 - mmaction - INFO - Epoch [3][640/3757] lr: 2.000e-02, eta: 18:52:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3405, loss: 2.3405 2020-06-25 01:29:43,247 - mmaction - INFO - Epoch [3][660/3757] lr: 2.000e-02, eta: 18:51:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.6331, loss: 2.6331 2020-06-25 01:29:49,245 - mmaction - INFO - Epoch [3][680/3757] lr: 2.000e-02, eta: 18:51:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4661, loss: 2.4661 2020-06-25 01:29:55,251 - mmaction - INFO - Epoch [3][700/3757] lr: 2.000e-02, eta: 18:50:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.7913, loss: 2.7913 2020-06-25 01:30:01,221 - mmaction - INFO - Epoch [3][720/3757] lr: 2.000e-02, eta: 18:49:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3168, loss: 2.3168 2020-06-25 01:30:07,758 - mmaction - INFO - Epoch [3][740/3757] lr: 2.000e-02, eta: 18:49:16, time: 0.327, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7312, loss_cls: 2.4468, loss: 2.4468 2020-06-25 01:30:13,745 - mmaction - INFO - Epoch [3][760/3757] lr: 2.000e-02, eta: 18:48:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7438, loss_cls: 2.4738, loss: 2.4738 2020-06-25 01:30:19,734 - mmaction - INFO - Epoch [3][780/3757] lr: 2.000e-02, eta: 18:47:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.3977, loss: 2.3977 2020-06-25 01:30:25,728 - mmaction - INFO - Epoch [3][800/3757] lr: 2.000e-02, eta: 18:47:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.5826, loss: 2.5826 2020-06-25 01:30:31,719 - mmaction - INFO - Epoch [3][820/3757] lr: 2.000e-02, eta: 18:46:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5626, loss: 2.5626 2020-06-25 01:30:37,720 - mmaction - INFO - Epoch [3][840/3757] lr: 2.000e-02, eta: 18:45:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6510, loss: 2.6510 2020-06-25 01:30:43,711 - mmaction - INFO - Epoch [3][860/3757] lr: 2.000e-02, eta: 18:45:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.6915, loss: 2.6915 2020-06-25 01:30:49,698 - mmaction - INFO - Epoch [3][880/3757] lr: 2.000e-02, eta: 18:44:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.7077, loss: 2.7077 2020-06-25 01:30:55,696 - mmaction - INFO - Epoch [3][900/3757] lr: 2.000e-02, eta: 18:43:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.3201, loss: 2.3201 2020-06-25 01:31:01,672 - mmaction - INFO - Epoch [3][920/3757] lr: 2.000e-02, eta: 18:43:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7063, loss_cls: 2.5651, loss: 2.5651 2020-06-25 01:31:07,707 - mmaction - INFO - Epoch [3][940/3757] lr: 2.000e-02, eta: 18:42:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5215, loss: 2.5215 2020-06-25 01:31:13,693 - mmaction - INFO - Epoch [3][960/3757] lr: 2.000e-02, eta: 18:41:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4414, loss: 2.4414 2020-06-25 01:31:19,672 - mmaction - INFO - Epoch [3][980/3757] lr: 2.000e-02, eta: 18:41:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7650, loss: 2.7650 2020-06-25 01:31:25,662 - mmaction - INFO - Epoch [3][1000/3757] lr: 2.000e-02, eta: 18:40:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6438, loss_cls: 2.6643, loss: 2.6643 2020-06-25 01:31:31,655 - mmaction - INFO - Epoch [3][1020/3757] lr: 2.000e-02, eta: 18:39:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.6851, loss: 2.6851 2020-06-25 01:31:37,649 - mmaction - INFO - Epoch [3][1040/3757] lr: 2.000e-02, eta: 18:39:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6818, loss: 2.6818 2020-06-25 01:31:43,639 - mmaction - INFO - Epoch [3][1060/3757] lr: 2.000e-02, eta: 18:38:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5477, loss: 2.5477 2020-06-25 01:31:49,634 - mmaction - INFO - Epoch [3][1080/3757] lr: 2.000e-02, eta: 18:37:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6827, loss: 2.6827 2020-06-25 01:31:55,637 - mmaction - INFO - Epoch [3][1100/3757] lr: 2.000e-02, eta: 18:37:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.7257, loss: 2.7257 2020-06-25 01:32:01,634 - mmaction - INFO - Epoch [3][1120/3757] lr: 2.000e-02, eta: 18:36:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4429, loss: 2.4429 2020-06-25 01:32:07,611 - mmaction - INFO - Epoch [3][1140/3757] lr: 2.000e-02, eta: 18:36:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.4416, loss: 2.4416 2020-06-25 01:32:13,585 - mmaction - INFO - Epoch [3][1160/3757] lr: 2.000e-02, eta: 18:35:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6813, loss_cls: 2.6469, loss: 2.6469 2020-06-25 01:32:19,563 - mmaction - INFO - Epoch [3][1180/3757] lr: 2.000e-02, eta: 18:34:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7063, loss_cls: 2.4173, loss: 2.4173 2020-06-25 01:32:25,543 - mmaction - INFO - Epoch [3][1200/3757] lr: 2.000e-02, eta: 18:34:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.6996, loss: 2.6996 2020-06-25 01:32:31,557 - mmaction - INFO - Epoch [3][1220/3757] lr: 2.000e-02, eta: 18:33:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.6385, loss: 2.6385 2020-06-25 01:32:37,511 - mmaction - INFO - Epoch [3][1240/3757] lr: 2.000e-02, eta: 18:32:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3064, loss: 2.3064 2020-06-25 01:32:45,024 - mmaction - INFO - Epoch [3][1260/3757] lr: 2.000e-02, eta: 18:32:46, time: 0.376, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6750, loss_cls: 2.4989, loss: 2.4989 2020-06-25 01:32:51,043 - mmaction - INFO - Epoch [3][1280/3757] lr: 2.000e-02, eta: 18:32:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.7063, loss_cls: 2.5806, loss: 2.5806 2020-06-25 01:32:57,028 - mmaction - INFO - Epoch [3][1300/3757] lr: 2.000e-02, eta: 18:31:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5836, loss: 2.5836 2020-06-25 01:33:03,040 - mmaction - INFO - Epoch [3][1320/3757] lr: 2.000e-02, eta: 18:30:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8279, loss: 2.8279 2020-06-25 01:33:09,036 - mmaction - INFO - Epoch [3][1340/3757] lr: 2.000e-02, eta: 18:30:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8232, loss: 2.8232 2020-06-25 01:33:15,040 - mmaction - INFO - Epoch [3][1360/3757] lr: 2.000e-02, eta: 18:29:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.4551, loss: 2.4551 2020-06-25 01:33:21,050 - mmaction - INFO - Epoch [3][1380/3757] lr: 2.000e-02, eta: 18:29:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6375, loss_cls: 2.9422, loss: 2.9422 2020-06-25 01:33:27,036 - mmaction - INFO - Epoch [3][1400/3757] lr: 2.000e-02, eta: 18:28:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.4176, loss: 2.4176 2020-06-25 01:33:33,009 - mmaction - INFO - Epoch [3][1420/3757] lr: 2.000e-02, eta: 18:27:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.5167, loss: 2.5167 2020-06-25 01:33:39,010 - mmaction - INFO - Epoch [3][1440/3757] lr: 2.000e-02, eta: 18:27:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2455, loss: 2.2455 2020-06-25 01:33:44,991 - mmaction - INFO - Epoch [3][1460/3757] lr: 2.000e-02, eta: 18:26:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6312, loss_cls: 2.6042, loss: 2.6042 2020-06-25 01:33:50,982 - mmaction - INFO - Epoch [3][1480/3757] lr: 2.000e-02, eta: 18:26:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3383, loss: 2.3383 2020-06-25 01:33:56,986 - mmaction - INFO - Epoch [3][1500/3757] lr: 2.000e-02, eta: 18:25:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6063, loss: 2.6063 2020-06-25 01:34:02,972 - mmaction - INFO - Epoch [3][1520/3757] lr: 2.000e-02, eta: 18:24:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6158, loss: 2.6158 2020-06-25 01:34:08,982 - mmaction - INFO - Epoch [3][1540/3757] lr: 2.000e-02, eta: 18:24:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4692, loss: 2.4692 2020-06-25 01:34:14,947 - mmaction - INFO - Epoch [3][1560/3757] lr: 2.000e-02, eta: 18:23:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7438, loss_cls: 2.4111, loss: 2.4111 2020-06-25 01:34:20,938 - mmaction - INFO - Epoch [3][1580/3757] lr: 2.000e-02, eta: 18:23:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.4662, loss: 2.4662 2020-06-25 01:34:26,959 - mmaction - INFO - Epoch [3][1600/3757] lr: 2.000e-02, eta: 18:22:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5066, loss: 2.5066 2020-06-25 01:34:32,978 - mmaction - INFO - Epoch [3][1620/3757] lr: 2.000e-02, eta: 18:21:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4135, loss: 2.4135 2020-06-25 01:34:38,958 - mmaction - INFO - Epoch [3][1640/3757] lr: 2.000e-02, eta: 18:21:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.7311, loss: 2.7311 2020-06-25 01:34:44,956 - mmaction - INFO - Epoch [3][1660/3757] lr: 2.000e-02, eta: 18:20:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.6472, loss: 2.6472 2020-06-25 01:34:50,956 - mmaction - INFO - Epoch [3][1680/3757] lr: 2.000e-02, eta: 18:20:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5738, loss: 2.5738 2020-06-25 01:34:56,932 - mmaction - INFO - Epoch [3][1700/3757] lr: 2.000e-02, eta: 18:19:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4780, loss: 2.4780 2020-06-25 01:35:03,024 - mmaction - INFO - Epoch [3][1720/3757] lr: 2.000e-02, eta: 18:19:06, time: 0.304, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8575, loss: 2.8575 2020-06-25 01:35:09,046 - mmaction - INFO - Epoch [3][1740/3757] lr: 2.000e-02, eta: 18:18:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8046, loss: 2.8046 2020-06-25 01:35:15,029 - mmaction - INFO - Epoch [3][1760/3757] lr: 2.000e-02, eta: 18:17:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.2845, loss: 2.2845 2020-06-25 01:35:21,017 - mmaction - INFO - Epoch [3][1780/3757] lr: 2.000e-02, eta: 18:17:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7319, loss: 2.7319 2020-06-25 01:35:27,014 - mmaction - INFO - Epoch [3][1800/3757] lr: 2.000e-02, eta: 18:16:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5300, loss: 2.5300 2020-06-25 01:35:33,003 - mmaction - INFO - Epoch [3][1820/3757] lr: 2.000e-02, eta: 18:16:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6937, loss_cls: 2.4581, loss: 2.4581 2020-06-25 01:35:38,996 - mmaction - INFO - Epoch [3][1840/3757] lr: 2.000e-02, eta: 18:15:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.6735, loss: 2.6735 2020-06-25 01:35:45,019 - mmaction - INFO - Epoch [3][1860/3757] lr: 2.000e-02, eta: 18:15:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6907, loss: 2.6907 2020-06-25 01:35:51,037 - mmaction - INFO - Epoch [3][1880/3757] lr: 2.000e-02, eta: 18:14:37, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6375, loss_cls: 2.8318, loss: 2.8318 2020-06-25 01:35:57,064 - mmaction - INFO - Epoch [3][1900/3757] lr: 2.000e-02, eta: 18:14:04, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.6663, loss: 2.6663 2020-06-25 01:36:03,072 - mmaction - INFO - Epoch [3][1920/3757] lr: 2.000e-02, eta: 18:13:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.5663, loss: 2.5663 2020-06-25 01:36:09,047 - mmaction - INFO - Epoch [3][1940/3757] lr: 2.000e-02, eta: 18:12:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6387, loss: 2.6387 2020-06-25 01:36:15,046 - mmaction - INFO - Epoch [3][1960/3757] lr: 2.000e-02, eta: 18:12:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.5271, loss: 2.5271 2020-06-25 01:36:21,031 - mmaction - INFO - Epoch [3][1980/3757] lr: 2.000e-02, eta: 18:11:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6875, loss_cls: 2.7297, loss: 2.7297 2020-06-25 01:36:27,042 - mmaction - INFO - Epoch [3][2000/3757] lr: 2.000e-02, eta: 18:11:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4846, loss: 2.4846 2020-06-25 01:36:33,015 - mmaction - INFO - Epoch [3][2020/3757] lr: 2.000e-02, eta: 18:10:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1256, loss: 3.1256 2020-06-25 01:36:38,991 - mmaction - INFO - Epoch [3][2040/3757] lr: 2.000e-02, eta: 18:10:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7110, loss: 2.7110 2020-06-25 01:36:44,963 - mmaction - INFO - Epoch [3][2060/3757] lr: 2.000e-02, eta: 18:09:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5429, loss: 2.5429 2020-06-25 01:36:50,941 - mmaction - INFO - Epoch [3][2080/3757] lr: 2.000e-02, eta: 18:09:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.7009, loss: 2.7009 2020-06-25 01:37:05,517 - mmaction - INFO - Epoch [3][2100/3757] lr: 2.000e-02, eta: 18:11:16, time: 0.729, data_time: 0.000, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6875, loss_cls: 2.5005, loss: 2.5005 2020-06-25 01:37:11,543 - mmaction - INFO - Epoch [3][2120/3757] lr: 2.000e-02, eta: 18:10:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.5801, loss: 2.5801 2020-06-25 01:37:17,555 - mmaction - INFO - Epoch [3][2140/3757] lr: 2.000e-02, eta: 18:10:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6551, loss: 2.6551 2020-06-25 01:37:23,545 - mmaction - INFO - Epoch [3][2160/3757] lr: 2.000e-02, eta: 18:09:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.6263, loss: 2.6263 2020-06-25 01:37:29,527 - mmaction - INFO - Epoch [3][2180/3757] lr: 2.000e-02, eta: 18:09:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7908, loss: 2.7908 2020-06-25 01:37:35,519 - mmaction - INFO - Epoch [3][2200/3757] lr: 2.000e-02, eta: 18:08:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8818, loss: 2.8818 2020-06-25 01:37:41,504 - mmaction - INFO - Epoch [3][2220/3757] lr: 2.000e-02, eta: 18:08:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.6761, loss: 2.6761 2020-06-25 01:37:47,492 - mmaction - INFO - Epoch [3][2240/3757] lr: 2.000e-02, eta: 18:07:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.5062, loss: 2.5062 2020-06-25 01:37:53,523 - mmaction - INFO - Epoch [3][2260/3757] lr: 2.000e-02, eta: 18:07:01, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6312, loss_cls: 2.8950, loss: 2.8950 2020-06-25 01:37:59,523 - mmaction - INFO - Epoch [3][2280/3757] lr: 2.000e-02, eta: 18:06:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6750, loss_cls: 2.6367, loss: 2.6367 2020-06-25 01:38:05,493 - mmaction - INFO - Epoch [3][2300/3757] lr: 2.000e-02, eta: 18:05:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.5182, loss: 2.5182 2020-06-25 01:38:11,471 - mmaction - INFO - Epoch [3][2320/3757] lr: 2.000e-02, eta: 18:05:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.5018, loss: 2.5018 2020-06-25 01:38:17,467 - mmaction - INFO - Epoch [3][2340/3757] lr: 2.000e-02, eta: 18:04:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8127, loss: 2.8127 2020-06-25 01:38:23,451 - mmaction - INFO - Epoch [3][2360/3757] lr: 2.000e-02, eta: 18:04:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4549, loss: 2.4549 2020-06-25 01:38:29,434 - mmaction - INFO - Epoch [3][2380/3757] lr: 2.000e-02, eta: 18:03:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4421, loss: 2.4421 2020-06-25 01:38:35,402 - mmaction - INFO - Epoch [3][2400/3757] lr: 2.000e-02, eta: 18:03:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4272, loss: 2.4272 2020-06-25 01:38:41,404 - mmaction - INFO - Epoch [3][2420/3757] lr: 2.000e-02, eta: 18:02:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.7127, loss: 2.7127 2020-06-25 01:38:47,384 - mmaction - INFO - Epoch [3][2440/3757] lr: 2.000e-02, eta: 18:02:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2561, loss: 2.2561 2020-06-25 01:38:53,405 - mmaction - INFO - Epoch [3][2460/3757] lr: 2.000e-02, eta: 18:01:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.5368, loss: 2.5368 2020-06-25 01:38:59,408 - mmaction - INFO - Epoch [3][2480/3757] lr: 2.000e-02, eta: 18:01:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6687, loss_cls: 2.6919, loss: 2.6919 2020-06-25 01:39:05,413 - mmaction - INFO - Epoch [3][2500/3757] lr: 2.000e-02, eta: 18:00:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.5765, loss: 2.5765 2020-06-25 01:39:11,400 - mmaction - INFO - Epoch [3][2520/3757] lr: 2.000e-02, eta: 18:00:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4026, loss: 2.4026 2020-06-25 01:39:17,367 - mmaction - INFO - Epoch [3][2540/3757] lr: 2.000e-02, eta: 17:59:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.4328, loss: 2.4328 2020-06-25 01:39:26,303 - mmaction - INFO - Epoch [3][2560/3757] lr: 2.000e-02, eta: 18:00:09, time: 0.447, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4815, loss: 2.4815 2020-06-25 01:39:32,339 - mmaction - INFO - Epoch [3][2580/3757] lr: 2.000e-02, eta: 17:59:40, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.5337, loss: 2.5337 2020-06-25 01:39:38,351 - mmaction - INFO - Epoch [3][2600/3757] lr: 2.000e-02, eta: 17:59:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5279, loss: 2.5279 2020-06-25 01:39:44,348 - mmaction - INFO - Epoch [3][2620/3757] lr: 2.000e-02, eta: 17:58:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3589, loss: 2.3589 2020-06-25 01:39:50,299 - mmaction - INFO - Epoch [3][2640/3757] lr: 2.000e-02, eta: 17:58:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.4519, loss: 2.4519 2020-06-25 01:39:56,324 - mmaction - INFO - Epoch [3][2660/3757] lr: 2.000e-02, eta: 17:57:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.5713, loss: 2.5713 2020-06-25 01:40:03,046 - mmaction - INFO - Epoch [3][2680/3757] lr: 2.000e-02, eta: 17:57:23, time: 0.336, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5300, loss: 2.5300 2020-06-25 01:40:09,062 - mmaction - INFO - Epoch [3][2700/3757] lr: 2.000e-02, eta: 17:56:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6438, loss_cls: 2.6930, loss: 2.6930 2020-06-25 01:40:15,072 - mmaction - INFO - Epoch [3][2720/3757] lr: 2.000e-02, eta: 17:56:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.4643, loss: 2.4643 2020-06-25 01:40:21,073 - mmaction - INFO - Epoch [3][2740/3757] lr: 2.000e-02, eta: 17:55:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6631, loss: 2.6631 2020-06-25 01:40:27,076 - mmaction - INFO - Epoch [3][2760/3757] lr: 2.000e-02, eta: 17:55:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8366, loss: 2.8366 2020-06-25 01:40:33,096 - mmaction - INFO - Epoch [3][2780/3757] lr: 2.000e-02, eta: 17:54:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.5593, loss: 2.5593 2020-06-25 01:40:39,068 - mmaction - INFO - Epoch [3][2800/3757] lr: 2.000e-02, eta: 17:54:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4348, loss: 2.4348 2020-06-25 01:40:45,050 - mmaction - INFO - Epoch [3][2820/3757] lr: 2.000e-02, eta: 17:53:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5281, loss: 2.5281 2020-06-25 01:40:51,018 - mmaction - INFO - Epoch [3][2840/3757] lr: 2.000e-02, eta: 17:53:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6597, loss: 2.6597 2020-06-25 01:40:57,023 - mmaction - INFO - Epoch [3][2860/3757] lr: 2.000e-02, eta: 17:53:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.6492, loss: 2.6492 2020-06-25 01:41:03,016 - mmaction - INFO - Epoch [3][2880/3757] lr: 2.000e-02, eta: 17:52:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5149, loss: 2.5149 2020-06-25 01:41:09,003 - mmaction - INFO - Epoch [3][2900/3757] lr: 2.000e-02, eta: 17:52:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6937, loss_cls: 2.6302, loss: 2.6302 2020-06-25 01:41:15,010 - mmaction - INFO - Epoch [3][2920/3757] lr: 2.000e-02, eta: 17:51:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5212, loss: 2.5212 2020-06-25 01:41:21,024 - mmaction - INFO - Epoch [3][2940/3757] lr: 2.000e-02, eta: 17:51:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3312, top5_acc: 0.6375, loss_cls: 2.8567, loss: 2.8567 2020-06-25 01:41:27,036 - mmaction - INFO - Epoch [3][2960/3757] lr: 2.000e-02, eta: 17:50:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7063, loss_cls: 2.5029, loss: 2.5029 2020-06-25 01:41:33,016 - mmaction - INFO - Epoch [3][2980/3757] lr: 2.000e-02, eta: 17:50:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5971, loss: 2.5971 2020-06-25 01:41:38,996 - mmaction - INFO - Epoch [3][3000/3757] lr: 2.000e-02, eta: 17:49:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3355, loss: 2.3355 2020-06-25 01:41:44,971 - mmaction - INFO - Epoch [3][3020/3757] lr: 2.000e-02, eta: 17:49:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.6372, loss: 2.6372 2020-06-25 01:41:50,938 - mmaction - INFO - Epoch [3][3040/3757] lr: 2.000e-02, eta: 17:48:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.4235, loss: 2.4235 2020-06-25 01:41:56,949 - mmaction - INFO - Epoch [3][3060/3757] lr: 2.000e-02, eta: 17:48:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2154, loss: 2.2154 2020-06-25 01:42:02,965 - mmaction - INFO - Epoch [3][3080/3757] lr: 2.000e-02, eta: 17:47:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.4590, loss: 2.4590 2020-06-25 01:42:08,953 - mmaction - INFO - Epoch [3][3100/3757] lr: 2.000e-02, eta: 17:47:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6937, loss_cls: 2.5289, loss: 2.5289 2020-06-25 01:42:14,978 - mmaction - INFO - Epoch [3][3120/3757] lr: 2.000e-02, eta: 17:46:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5156, loss: 2.5156 2020-06-25 01:42:20,971 - mmaction - INFO - Epoch [3][3140/3757] lr: 2.000e-02, eta: 17:46:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2206, loss: 2.2206 2020-06-25 01:42:26,950 - mmaction - INFO - Epoch [3][3160/3757] lr: 2.000e-02, eta: 17:45:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.1806, loss: 2.1806 2020-06-25 01:42:32,952 - mmaction - INFO - Epoch [3][3180/3757] lr: 2.000e-02, eta: 17:45:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.7188, loss_cls: 2.5934, loss: 2.5934 2020-06-25 01:42:38,947 - mmaction - INFO - Epoch [3][3200/3757] lr: 2.000e-02, eta: 17:45:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2864, loss: 2.2864 2020-06-25 01:42:44,944 - mmaction - INFO - Epoch [3][3220/3757] lr: 2.000e-02, eta: 17:44:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.6710, loss: 2.6710 2020-06-25 01:42:50,967 - mmaction - INFO - Epoch [3][3240/3757] lr: 2.000e-02, eta: 17:44:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4519, loss: 2.4519 2020-06-25 01:42:56,971 - mmaction - INFO - Epoch [3][3260/3757] lr: 2.000e-02, eta: 17:43:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.6380, loss: 2.6380 2020-06-25 01:43:02,997 - mmaction - INFO - Epoch [3][3280/3757] lr: 2.000e-02, eta: 17:43:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.5983, loss: 2.5983 2020-06-25 01:43:08,970 - mmaction - INFO - Epoch [3][3300/3757] lr: 2.000e-02, eta: 17:42:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.5160, loss: 2.5160 2020-06-25 01:43:14,959 - mmaction - INFO - Epoch [3][3320/3757] lr: 2.000e-02, eta: 17:42:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.4683, loss: 2.4683 2020-06-25 01:43:20,967 - mmaction - INFO - Epoch [3][3340/3757] lr: 2.000e-02, eta: 17:41:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.6335, loss: 2.6335 2020-06-25 01:43:26,944 - mmaction - INFO - Epoch [3][3360/3757] lr: 2.000e-02, eta: 17:41:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5348, loss: 2.5348 2020-06-25 01:43:32,911 - mmaction - INFO - Epoch [3][3380/3757] lr: 2.000e-02, eta: 17:41:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5685, loss: 2.5685 2020-06-25 01:43:38,918 - mmaction - INFO - Epoch [3][3400/3757] lr: 2.000e-02, eta: 17:40:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3125, top5_acc: 0.6375, loss_cls: 2.9399, loss: 2.9399 2020-06-25 01:43:44,918 - mmaction - INFO - Epoch [3][3420/3757] lr: 2.000e-02, eta: 17:40:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5247, loss: 2.5247 2020-06-25 01:43:50,902 - mmaction - INFO - Epoch [3][3440/3757] lr: 2.000e-02, eta: 17:39:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5835, loss: 2.5835 2020-06-25 01:43:56,882 - mmaction - INFO - Epoch [3][3460/3757] lr: 2.000e-02, eta: 17:39:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2320, loss: 2.2320 2020-06-25 01:44:02,891 - mmaction - INFO - Epoch [3][3480/3757] lr: 2.000e-02, eta: 17:38:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7500, loss_cls: 2.2329, loss: 2.2329 2020-06-25 01:44:08,868 - mmaction - INFO - Epoch [3][3500/3757] lr: 2.000e-02, eta: 17:38:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.8144, loss: 2.8144 2020-06-25 01:44:14,859 - mmaction - INFO - Epoch [3][3520/3757] lr: 2.000e-02, eta: 17:37:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 2.9443, loss: 2.9443 2020-06-25 01:44:20,880 - mmaction - INFO - Epoch [3][3540/3757] lr: 2.000e-02, eta: 17:37:29, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4400, loss: 2.4400 2020-06-25 01:44:26,876 - mmaction - INFO - Epoch [3][3560/3757] lr: 2.000e-02, eta: 17:37:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3438, top5_acc: 0.6500, loss_cls: 2.7069, loss: 2.7069 2020-06-25 01:44:32,850 - mmaction - INFO - Epoch [3][3580/3757] lr: 2.000e-02, eta: 17:36:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5824, loss: 2.5824 2020-06-25 01:44:38,829 - mmaction - INFO - Epoch [3][3600/3757] lr: 2.000e-02, eta: 17:36:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2286, loss: 2.2286 2020-06-25 01:44:44,835 - mmaction - INFO - Epoch [3][3620/3757] lr: 2.000e-02, eta: 17:35:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8495, loss: 2.8495 2020-06-25 01:44:50,818 - mmaction - INFO - Epoch [3][3640/3757] lr: 2.000e-02, eta: 17:35:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.4680, loss: 2.4680 2020-06-25 01:44:56,816 - mmaction - INFO - Epoch [3][3660/3757] lr: 2.000e-02, eta: 17:34:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.4325, loss: 2.4325 2020-06-25 01:45:02,828 - mmaction - INFO - Epoch [3][3680/3757] lr: 2.000e-02, eta: 17:34:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5200, loss: 2.5200 2020-06-25 01:45:08,839 - mmaction - INFO - Epoch [3][3700/3757] lr: 2.000e-02, eta: 17:34:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5693, loss: 2.5693 2020-06-25 01:45:14,825 - mmaction - INFO - Epoch [3][3720/3757] lr: 2.000e-02, eta: 17:33:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3772, loss: 2.3772 2020-06-25 01:45:20,847 - mmaction - INFO - Epoch [3][3740/3757] lr: 2.000e-02, eta: 17:33:12, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.3451, loss: 2.3451 2020-06-25 01:49:25,255 - mmaction - INFO - Epoch [4][20/3757] lr: 2.000e-02, eta: 18:29:51, time: 11.572, data_time: 11.154, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.5057, loss: 2.5057 2020-06-25 01:49:31,294 - mmaction - INFO - Epoch [4][40/3757] lr: 2.000e-02, eta: 18:29:20, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5569, loss: 2.5569 2020-06-25 01:49:37,298 - mmaction - INFO - Epoch [4][60/3757] lr: 2.000e-02, eta: 18:28:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2621, loss: 2.2621 2020-06-25 01:49:43,276 - mmaction - INFO - Epoch [4][80/3757] lr: 2.000e-02, eta: 18:28:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.2767, loss: 2.2767 2020-06-25 01:49:49,242 - mmaction - INFO - Epoch [4][100/3757] lr: 2.000e-02, eta: 18:27:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6813, loss_cls: 2.4308, loss: 2.4308 2020-06-25 01:49:55,241 - mmaction - INFO - Epoch [4][120/3757] lr: 2.000e-02, eta: 18:27:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5804, loss: 2.5804 2020-06-25 01:50:01,237 - mmaction - INFO - Epoch [4][140/3757] lr: 2.000e-02, eta: 18:26:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4758, loss: 2.4758 2020-06-25 01:50:07,415 - mmaction - INFO - Epoch [4][160/3757] lr: 2.000e-02, eta: 18:26:14, time: 0.309, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.6790, loss: 2.6790 2020-06-25 01:50:13,399 - mmaction - INFO - Epoch [4][180/3757] lr: 2.000e-02, eta: 18:25:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3063, top5_acc: 0.6375, loss_cls: 2.6671, loss: 2.6671 2020-06-25 01:50:19,399 - mmaction - INFO - Epoch [4][200/3757] lr: 2.000e-02, eta: 18:25:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2939, loss: 2.2939 2020-06-25 01:50:25,372 - mmaction - INFO - Epoch [4][220/3757] lr: 2.000e-02, eta: 18:24:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.4510, loss: 2.4510 2020-06-25 01:50:31,368 - mmaction - INFO - Epoch [4][240/3757] lr: 2.000e-02, eta: 18:24:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.7000, loss_cls: 2.5602, loss: 2.5602 2020-06-25 01:50:37,384 - mmaction - INFO - Epoch [4][260/3757] lr: 2.000e-02, eta: 18:23:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5228, loss: 2.5228 2020-06-25 01:50:43,407 - mmaction - INFO - Epoch [4][280/3757] lr: 2.000e-02, eta: 18:23:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.4839, loss: 2.4839 2020-06-25 01:50:49,419 - mmaction - INFO - Epoch [4][300/3757] lr: 2.000e-02, eta: 18:22:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.2890, loss: 2.2890 2020-06-25 01:50:55,420 - mmaction - INFO - Epoch [4][320/3757] lr: 2.000e-02, eta: 18:22:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.6245, loss: 2.6245 2020-06-25 01:51:01,396 - mmaction - INFO - Epoch [4][340/3757] lr: 2.000e-02, eta: 18:21:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5358, loss: 2.5358 2020-06-25 01:51:07,338 - mmaction - INFO - Epoch [4][360/3757] lr: 2.000e-02, eta: 18:21:07, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.5033, loss: 2.5033 2020-06-25 01:51:13,322 - mmaction - INFO - Epoch [4][380/3757] lr: 2.000e-02, eta: 18:20:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.6418, loss: 2.6418 2020-06-25 01:51:19,327 - mmaction - INFO - Epoch [4][400/3757] lr: 2.000e-02, eta: 18:20:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.2424, loss: 2.2424 2020-06-25 01:51:25,312 - mmaction - INFO - Epoch [4][420/3757] lr: 2.000e-02, eta: 18:19:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.7063, loss_cls: 2.5131, loss: 2.5131 2020-06-25 01:51:31,276 - mmaction - INFO - Epoch [4][440/3757] lr: 2.000e-02, eta: 18:19:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1339, loss: 2.1339 2020-06-25 01:51:37,250 - mmaction - INFO - Epoch [4][460/3757] lr: 2.000e-02, eta: 18:18:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.5366, loss: 2.5366 2020-06-25 01:51:43,246 - mmaction - INFO - Epoch [4][480/3757] lr: 2.000e-02, eta: 18:18:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3632, loss: 2.3632 2020-06-25 01:51:49,223 - mmaction - INFO - Epoch [4][500/3757] lr: 2.000e-02, eta: 18:17:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.3753, loss: 2.3753 2020-06-25 01:51:55,228 - mmaction - INFO - Epoch [4][520/3757] lr: 2.000e-02, eta: 18:17:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.7000, loss_cls: 2.5435, loss: 2.5435 2020-06-25 01:52:01,228 - mmaction - INFO - Epoch [4][540/3757] lr: 2.000e-02, eta: 18:16:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.5311, loss: 2.5311 2020-06-25 01:52:07,196 - mmaction - INFO - Epoch [4][560/3757] lr: 2.000e-02, eta: 18:16:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7856, loss: 2.7856 2020-06-25 01:52:13,196 - mmaction - INFO - Epoch [4][580/3757] lr: 2.000e-02, eta: 18:15:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4527, loss: 2.4527 2020-06-25 01:52:19,183 - mmaction - INFO - Epoch [4][600/3757] lr: 2.000e-02, eta: 18:15:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.3313, loss: 2.3313 2020-06-25 01:52:25,176 - mmaction - INFO - Epoch [4][620/3757] lr: 2.000e-02, eta: 18:14:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4878, loss: 2.4878 2020-06-25 01:52:31,146 - mmaction - INFO - Epoch [4][640/3757] lr: 2.000e-02, eta: 18:14:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.5625, loss: 2.5625 2020-06-25 01:52:37,124 - mmaction - INFO - Epoch [4][660/3757] lr: 2.000e-02, eta: 18:13:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1463, loss: 2.1463 2020-06-25 01:52:43,096 - mmaction - INFO - Epoch [4][680/3757] lr: 2.000e-02, eta: 18:13:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.5928, loss: 2.5928 2020-06-25 01:52:49,071 - mmaction - INFO - Epoch [4][700/3757] lr: 2.000e-02, eta: 18:12:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5646, loss: 2.5646 2020-06-25 01:52:55,090 - mmaction - INFO - Epoch [4][720/3757] lr: 2.000e-02, eta: 18:12:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.2239, loss: 2.2239 2020-06-25 01:53:01,056 - mmaction - INFO - Epoch [4][740/3757] lr: 2.000e-02, eta: 18:11:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8848, loss: 2.8848 2020-06-25 01:53:07,045 - mmaction - INFO - Epoch [4][760/3757] lr: 2.000e-02, eta: 18:11:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5557, loss: 2.5557 2020-06-25 01:53:13,017 - mmaction - INFO - Epoch [4][780/3757] lr: 2.000e-02, eta: 18:10:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6018, loss: 2.6018 2020-06-25 01:53:19,008 - mmaction - INFO - Epoch [4][800/3757] lr: 2.000e-02, eta: 18:10:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.3241, loss: 2.3241 2020-06-25 01:53:24,980 - mmaction - INFO - Epoch [4][820/3757] lr: 2.000e-02, eta: 18:09:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7177, loss: 2.7177 2020-06-25 01:53:30,968 - mmaction - INFO - Epoch [4][840/3757] lr: 2.000e-02, eta: 18:09:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.4977, loss: 2.4977 2020-06-25 01:53:36,940 - mmaction - INFO - Epoch [4][860/3757] lr: 2.000e-02, eta: 18:08:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4019, loss: 2.4019 2020-06-25 01:53:42,938 - mmaction - INFO - Epoch [4][880/3757] lr: 2.000e-02, eta: 18:08:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4277, loss: 2.4277 2020-06-25 01:53:48,928 - mmaction - INFO - Epoch [4][900/3757] lr: 2.000e-02, eta: 18:07:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1752, loss: 2.1752 2020-06-25 01:53:54,932 - mmaction - INFO - Epoch [4][920/3757] lr: 2.000e-02, eta: 18:07:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.4899, loss: 2.4899 2020-06-25 01:54:00,926 - mmaction - INFO - Epoch [4][940/3757] lr: 2.000e-02, eta: 18:06:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2887, loss: 2.2887 2020-06-25 01:54:06,913 - mmaction - INFO - Epoch [4][960/3757] lr: 2.000e-02, eta: 18:06:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.6094, loss: 2.6094 2020-06-25 01:54:12,938 - mmaction - INFO - Epoch [4][980/3757] lr: 2.000e-02, eta: 18:06:03, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.5623, loss: 2.5623 2020-06-25 01:54:18,915 - mmaction - INFO - Epoch [4][1000/3757] lr: 2.000e-02, eta: 18:05:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5748, loss: 2.5748 2020-06-25 01:54:24,915 - mmaction - INFO - Epoch [4][1020/3757] lr: 2.000e-02, eta: 18:05:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.5034, loss: 2.5034 2020-06-25 01:54:30,917 - mmaction - INFO - Epoch [4][1040/3757] lr: 2.000e-02, eta: 18:04:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.3595, loss: 2.3595 2020-06-25 01:54:36,934 - mmaction - INFO - Epoch [4][1060/3757] lr: 2.000e-02, eta: 18:04:12, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5670, loss: 2.5670 2020-06-25 01:54:42,932 - mmaction - INFO - Epoch [4][1080/3757] lr: 2.000e-02, eta: 18:03:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3773, loss: 2.3773 2020-06-25 01:54:48,924 - mmaction - INFO - Epoch [4][1100/3757] lr: 2.000e-02, eta: 18:03:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.5342, loss: 2.5342 2020-06-25 01:54:54,911 - mmaction - INFO - Epoch [4][1120/3757] lr: 2.000e-02, eta: 18:02:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5134, loss: 2.5134 2020-06-25 01:55:00,918 - mmaction - INFO - Epoch [4][1140/3757] lr: 2.000e-02, eta: 18:02:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4196, loss: 2.4196 2020-06-25 01:55:06,903 - mmaction - INFO - Epoch [4][1160/3757] lr: 2.000e-02, eta: 18:01:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7112, loss: 2.7112 2020-06-25 01:55:12,868 - mmaction - INFO - Epoch [4][1180/3757] lr: 2.000e-02, eta: 18:01:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.5136, loss: 2.5136 2020-06-25 01:55:18,842 - mmaction - INFO - Epoch [4][1200/3757] lr: 2.000e-02, eta: 18:01:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.5507, loss: 2.5507 2020-06-25 01:55:24,823 - mmaction - INFO - Epoch [4][1220/3757] lr: 2.000e-02, eta: 18:00:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7438, loss_cls: 2.3616, loss: 2.3616 2020-06-25 01:55:30,822 - mmaction - INFO - Epoch [4][1240/3757] lr: 2.000e-02, eta: 18:00:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5624, loss: 2.5624 2020-06-25 01:55:36,995 - mmaction - INFO - Epoch [4][1260/3757] lr: 2.000e-02, eta: 17:59:41, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.4560, loss: 2.4560 2020-06-25 01:55:43,000 - mmaction - INFO - Epoch [4][1280/3757] lr: 2.000e-02, eta: 17:59:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.5790, loss: 2.5790 2020-06-25 01:55:48,994 - mmaction - INFO - Epoch [4][1300/3757] lr: 2.000e-02, eta: 17:58:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.5196, loss: 2.5196 2020-06-25 01:55:54,986 - mmaction - INFO - Epoch [4][1320/3757] lr: 2.000e-02, eta: 17:58:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.4895, loss: 2.4895 2020-06-25 01:56:00,960 - mmaction - INFO - Epoch [4][1340/3757] lr: 2.000e-02, eta: 17:57:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2174, loss: 2.2174 2020-06-25 01:56:06,947 - mmaction - INFO - Epoch [4][1360/3757] lr: 2.000e-02, eta: 17:57:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.7204, loss: 2.7204 2020-06-25 01:56:12,932 - mmaction - INFO - Epoch [4][1380/3757] lr: 2.000e-02, eta: 17:57:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6750, loss_cls: 2.7274, loss: 2.7274 2020-06-25 01:56:18,933 - mmaction - INFO - Epoch [4][1400/3757] lr: 2.000e-02, eta: 17:56:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.8192, loss: 2.8192 2020-06-25 01:56:24,950 - mmaction - INFO - Epoch [4][1420/3757] lr: 2.000e-02, eta: 17:56:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.5087, loss: 2.5087 2020-06-25 01:56:30,951 - mmaction - INFO - Epoch [4][1440/3757] lr: 2.000e-02, eta: 17:55:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5232, loss: 2.5232 2020-06-25 01:56:36,950 - mmaction - INFO - Epoch [4][1460/3757] lr: 2.000e-02, eta: 17:55:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4547, loss: 2.4547 2020-06-25 01:56:42,962 - mmaction - INFO - Epoch [4][1480/3757] lr: 2.000e-02, eta: 17:54:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.7193, loss: 2.7193 2020-06-25 01:56:48,960 - mmaction - INFO - Epoch [4][1500/3757] lr: 2.000e-02, eta: 17:54:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5145, loss: 2.5145 2020-06-25 01:56:54,984 - mmaction - INFO - Epoch [4][1520/3757] lr: 2.000e-02, eta: 17:53:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6937, loss_cls: 2.5534, loss: 2.5534 2020-06-25 01:57:00,976 - mmaction - INFO - Epoch [4][1540/3757] lr: 2.000e-02, eta: 17:53:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.5313, loss: 2.5313 2020-06-25 01:57:06,967 - mmaction - INFO - Epoch [4][1560/3757] lr: 2.000e-02, eta: 17:53:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3158, loss: 2.3158 2020-06-25 01:57:12,911 - mmaction - INFO - Epoch [4][1580/3757] lr: 2.000e-02, eta: 17:52:39, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0326, loss: 2.0326 2020-06-25 01:57:18,897 - mmaction - INFO - Epoch [4][1600/3757] lr: 2.000e-02, eta: 17:52:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5769, loss: 2.5769 2020-06-25 01:57:24,897 - mmaction - INFO - Epoch [4][1620/3757] lr: 2.000e-02, eta: 17:51:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4440, loss: 2.4440 2020-06-25 01:57:30,892 - mmaction - INFO - Epoch [4][1640/3757] lr: 2.000e-02, eta: 17:51:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.3030, loss: 2.3030 2020-06-25 01:57:36,891 - mmaction - INFO - Epoch [4][1660/3757] lr: 2.000e-02, eta: 17:50:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.4470, loss: 2.4470 2020-06-25 01:57:42,889 - mmaction - INFO - Epoch [4][1680/3757] lr: 2.000e-02, eta: 17:50:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7188, loss_cls: 2.4808, loss: 2.4808 2020-06-25 01:57:48,882 - mmaction - INFO - Epoch [4][1700/3757] lr: 2.000e-02, eta: 17:50:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2531, loss: 2.2531 2020-06-25 01:57:54,857 - mmaction - INFO - Epoch [4][1720/3757] lr: 2.000e-02, eta: 17:49:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4175, loss: 2.4175 2020-06-25 01:58:00,893 - mmaction - INFO - Epoch [4][1740/3757] lr: 2.000e-02, eta: 17:49:14, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4551, loss: 2.4551 2020-06-25 01:58:06,900 - mmaction - INFO - Epoch [4][1760/3757] lr: 2.000e-02, eta: 17:48:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.3187, loss: 2.3187 2020-06-25 01:58:12,878 - mmaction - INFO - Epoch [4][1780/3757] lr: 2.000e-02, eta: 17:48:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.4201, loss: 2.4201 2020-06-25 01:58:18,902 - mmaction - INFO - Epoch [4][1800/3757] lr: 2.000e-02, eta: 17:47:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3400, loss: 2.3400 2020-06-25 01:58:24,871 - mmaction - INFO - Epoch [4][1820/3757] lr: 2.000e-02, eta: 17:47:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2041, loss: 2.2041 2020-06-25 01:58:30,868 - mmaction - INFO - Epoch [4][1840/3757] lr: 2.000e-02, eta: 17:47:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2163, loss: 2.2163 2020-06-25 01:58:36,858 - mmaction - INFO - Epoch [4][1860/3757] lr: 2.000e-02, eta: 17:46:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6625, loss_cls: 2.4995, loss: 2.4995 2020-06-25 01:58:42,823 - mmaction - INFO - Epoch [4][1880/3757] lr: 2.000e-02, eta: 17:46:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.4141, loss: 2.4141 2020-06-25 01:58:48,791 - mmaction - INFO - Epoch [4][1900/3757] lr: 2.000e-02, eta: 17:45:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.6438, loss: 2.6438 2020-06-25 01:58:54,762 - mmaction - INFO - Epoch [4][1920/3757] lr: 2.000e-02, eta: 17:45:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5576, loss: 2.5576 2020-06-25 01:59:00,772 - mmaction - INFO - Epoch [4][1940/3757] lr: 2.000e-02, eta: 17:45:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6521, loss: 2.6521 2020-06-25 01:59:06,753 - mmaction - INFO - Epoch [4][1960/3757] lr: 2.000e-02, eta: 17:44:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3753, loss: 2.3753 2020-06-25 01:59:12,752 - mmaction - INFO - Epoch [4][1980/3757] lr: 2.000e-02, eta: 17:44:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3728, loss: 2.3728 2020-06-25 01:59:18,743 - mmaction - INFO - Epoch [4][2000/3757] lr: 2.000e-02, eta: 17:43:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5124, loss: 2.5124 2020-06-25 01:59:24,737 - mmaction - INFO - Epoch [4][2020/3757] lr: 2.000e-02, eta: 17:43:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5797, loss: 2.5797 2020-06-25 01:59:30,718 - mmaction - INFO - Epoch [4][2040/3757] lr: 2.000e-02, eta: 17:42:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3453, loss: 2.3453 2020-06-25 01:59:36,715 - mmaction - INFO - Epoch [4][2060/3757] lr: 2.000e-02, eta: 17:42:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.6402, loss: 2.6402 2020-06-25 01:59:42,715 - mmaction - INFO - Epoch [4][2080/3757] lr: 2.000e-02, eta: 17:42:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.6077, loss: 2.6077 2020-06-25 01:59:48,725 - mmaction - INFO - Epoch [4][2100/3757] lr: 2.000e-02, eta: 17:41:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.3863, loss: 2.3863 2020-06-25 01:59:54,712 - mmaction - INFO - Epoch [4][2120/3757] lr: 2.000e-02, eta: 17:41:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6750, loss_cls: 2.5350, loss: 2.5350 2020-06-25 02:00:00,701 - mmaction - INFO - Epoch [4][2140/3757] lr: 2.000e-02, eta: 17:40:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.7337, loss: 2.7337 2020-06-25 02:00:10,386 - mmaction - INFO - Epoch [4][2160/3757] lr: 2.000e-02, eta: 17:41:20, time: 0.483, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5626, loss: 2.5626 2020-06-25 02:00:16,419 - mmaction - INFO - Epoch [4][2180/3757] lr: 2.000e-02, eta: 17:40:57, time: 0.303, data_time: 0.004, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.1370, loss: 2.1370 2020-06-25 02:00:22,405 - mmaction - INFO - Epoch [4][2200/3757] lr: 2.000e-02, eta: 17:40:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3279, loss: 2.3279 2020-06-25 02:00:28,442 - mmaction - INFO - Epoch [4][2220/3757] lr: 2.000e-02, eta: 17:40:09, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5436, loss: 2.5436 2020-06-25 02:00:34,438 - mmaction - INFO - Epoch [4][2240/3757] lr: 2.000e-02, eta: 17:39:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4309, loss: 2.4309 2020-06-25 02:00:40,442 - mmaction - INFO - Epoch [4][2260/3757] lr: 2.000e-02, eta: 17:39:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4522, loss: 2.4522 2020-06-25 02:00:46,493 - mmaction - INFO - Epoch [4][2280/3757] lr: 2.000e-02, eta: 17:38:57, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.3040, loss: 2.3040 2020-06-25 02:00:52,537 - mmaction - INFO - Epoch [4][2300/3757] lr: 2.000e-02, eta: 17:38:34, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6937, loss_cls: 2.6149, loss: 2.6149 2020-06-25 02:00:58,527 - mmaction - INFO - Epoch [4][2320/3757] lr: 2.000e-02, eta: 17:38:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7063, loss_cls: 2.3972, loss: 2.3972 2020-06-25 02:01:04,564 - mmaction - INFO - Epoch [4][2340/3757] lr: 2.000e-02, eta: 17:37:47, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.7000, loss_cls: 2.5414, loss: 2.5414 2020-06-25 02:01:10,583 - mmaction - INFO - Epoch [4][2360/3757] lr: 2.000e-02, eta: 17:37:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.4381, loss: 2.4381 2020-06-25 02:01:16,543 - mmaction - INFO - Epoch [4][2380/3757] lr: 2.000e-02, eta: 17:36:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3552, loss: 2.3552 2020-06-25 02:01:22,523 - mmaction - INFO - Epoch [4][2400/3757] lr: 2.000e-02, eta: 17:36:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5936, loss: 2.5936 2020-06-25 02:01:28,508 - mmaction - INFO - Epoch [4][2420/3757] lr: 2.000e-02, eta: 17:36:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6092, loss: 2.6092 2020-06-25 02:01:34,527 - mmaction - INFO - Epoch [4][2440/3757] lr: 2.000e-02, eta: 17:35:48, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.4973, loss: 2.4973 2020-06-25 02:01:40,510 - mmaction - INFO - Epoch [4][2460/3757] lr: 2.000e-02, eta: 17:35:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2716, loss: 2.2716 2020-06-25 02:01:46,536 - mmaction - INFO - Epoch [4][2480/3757] lr: 2.000e-02, eta: 17:35:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.4845, loss: 2.4845 2020-06-25 02:01:52,522 - mmaction - INFO - Epoch [4][2500/3757] lr: 2.000e-02, eta: 17:34:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.2574, loss: 2.2574 2020-06-25 02:01:58,496 - mmaction - INFO - Epoch [4][2520/3757] lr: 2.000e-02, eta: 17:34:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4236, loss: 2.4236 2020-06-25 02:02:04,490 - mmaction - INFO - Epoch [4][2540/3757] lr: 2.000e-02, eta: 17:33:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.4706, loss: 2.4706 2020-06-25 02:02:10,481 - mmaction - INFO - Epoch [4][2560/3757] lr: 2.000e-02, eta: 17:33:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2570, loss: 2.2570 2020-06-25 02:02:16,506 - mmaction - INFO - Epoch [4][2580/3757] lr: 2.000e-02, eta: 17:33:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.7154, loss: 2.7154 2020-06-25 02:02:22,928 - mmaction - INFO - Epoch [4][2600/3757] lr: 2.000e-02, eta: 17:32:47, time: 0.321, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6297, loss: 2.6297 2020-06-25 02:02:28,905 - mmaction - INFO - Epoch [4][2620/3757] lr: 2.000e-02, eta: 17:32:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.5261, loss: 2.5261 2020-06-25 02:02:34,928 - mmaction - INFO - Epoch [4][2640/3757] lr: 2.000e-02, eta: 17:32:01, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.5958, loss: 2.5958 2020-06-25 02:02:40,906 - mmaction - INFO - Epoch [4][2660/3757] lr: 2.000e-02, eta: 17:31:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3787, loss: 2.3787 2020-06-25 02:02:46,878 - mmaction - INFO - Epoch [4][2680/3757] lr: 2.000e-02, eta: 17:31:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.4839, loss: 2.4839 2020-06-25 02:02:52,894 - mmaction - INFO - Epoch [4][2700/3757] lr: 2.000e-02, eta: 17:30:52, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.6233, loss: 2.6233 2020-06-25 02:02:58,879 - mmaction - INFO - Epoch [4][2720/3757] lr: 2.000e-02, eta: 17:30:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.8063, loss_cls: 2.0856, loss: 2.0856 2020-06-25 02:03:04,869 - mmaction - INFO - Epoch [4][2740/3757] lr: 2.000e-02, eta: 17:30:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3515, loss: 2.3515 2020-06-25 02:03:10,870 - mmaction - INFO - Epoch [4][2760/3757] lr: 2.000e-02, eta: 17:29:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4807, loss: 2.4807 2020-06-25 02:03:16,859 - mmaction - INFO - Epoch [4][2780/3757] lr: 2.000e-02, eta: 17:29:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4351, loss: 2.4351 2020-06-25 02:03:22,853 - mmaction - INFO - Epoch [4][2800/3757] lr: 2.000e-02, eta: 17:28:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7375, loss_cls: 2.2966, loss: 2.2966 2020-06-25 02:03:28,876 - mmaction - INFO - Epoch [4][2820/3757] lr: 2.000e-02, eta: 17:28:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.4677, loss: 2.4677 2020-06-25 02:03:34,858 - mmaction - INFO - Epoch [4][2840/3757] lr: 2.000e-02, eta: 17:28:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3184, loss: 2.3184 2020-06-25 02:03:40,823 - mmaction - INFO - Epoch [4][2860/3757] lr: 2.000e-02, eta: 17:27:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.3985, loss: 2.3985 2020-06-25 02:03:46,803 - mmaction - INFO - Epoch [4][2880/3757] lr: 2.000e-02, eta: 17:27:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.4812, loss: 2.4812 2020-06-25 02:03:52,791 - mmaction - INFO - Epoch [4][2900/3757] lr: 2.000e-02, eta: 17:27:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.3886, loss: 2.3886 2020-06-25 02:03:58,799 - mmaction - INFO - Epoch [4][2920/3757] lr: 2.000e-02, eta: 17:26:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.7781, loss: 2.7781 2020-06-25 02:04:04,800 - mmaction - INFO - Epoch [4][2940/3757] lr: 2.000e-02, eta: 17:26:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9971, loss: 1.9971 2020-06-25 02:04:10,802 - mmaction - INFO - Epoch [4][2960/3757] lr: 2.000e-02, eta: 17:25:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.4246, loss: 2.4246 2020-06-25 02:04:16,792 - mmaction - INFO - Epoch [4][2980/3757] lr: 2.000e-02, eta: 17:25:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.2620, loss: 2.2620 2020-06-25 02:04:22,797 - mmaction - INFO - Epoch [4][3000/3757] lr: 2.000e-02, eta: 17:25:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.7250, loss_cls: 2.5571, loss: 2.5571 2020-06-25 02:04:28,768 - mmaction - INFO - Epoch [4][3020/3757] lr: 2.000e-02, eta: 17:24:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4317, loss: 2.4317 2020-06-25 02:04:34,769 - mmaction - INFO - Epoch [4][3040/3757] lr: 2.000e-02, eta: 17:24:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3310, loss: 2.3310 2020-06-25 02:04:40,759 - mmaction - INFO - Epoch [4][3060/3757] lr: 2.000e-02, eta: 17:24:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3593, loss: 2.3593 2020-06-25 02:04:46,725 - mmaction - INFO - Epoch [4][3080/3757] lr: 2.000e-02, eta: 17:23:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3261, loss: 2.3261 2020-06-25 02:04:52,725 - mmaction - INFO - Epoch [4][3100/3757] lr: 2.000e-02, eta: 17:23:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3446, loss: 2.3446 2020-06-25 02:04:58,713 - mmaction - INFO - Epoch [4][3120/3757] lr: 2.000e-02, eta: 17:23:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5593, loss: 2.5593 2020-06-25 02:05:05,152 - mmaction - INFO - Epoch [4][3140/3757] lr: 2.000e-02, eta: 17:22:44, time: 0.322, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.3695, loss: 2.3695 2020-06-25 02:05:11,151 - mmaction - INFO - Epoch [4][3160/3757] lr: 2.000e-02, eta: 17:22:22, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.5582, loss: 2.5582 2020-06-25 02:05:17,149 - mmaction - INFO - Epoch [4][3180/3757] lr: 2.000e-02, eta: 17:22:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7812, loss_cls: 2.2315, loss: 2.2315 2020-06-25 02:05:23,112 - mmaction - INFO - Epoch [4][3200/3757] lr: 2.000e-02, eta: 17:21:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.4770, loss: 2.4770 2020-06-25 02:05:29,070 - mmaction - INFO - Epoch [4][3220/3757] lr: 2.000e-02, eta: 17:21:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 2.9600, loss: 2.9600 2020-06-25 02:05:35,064 - mmaction - INFO - Epoch [4][3240/3757] lr: 2.000e-02, eta: 17:20:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3695, loss: 2.3695 2020-06-25 02:05:41,030 - mmaction - INFO - Epoch [4][3260/3757] lr: 2.000e-02, eta: 17:20:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2056, loss: 2.2056 2020-06-25 02:05:47,015 - mmaction - INFO - Epoch [4][3280/3757] lr: 2.000e-02, eta: 17:20:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.4493, loss: 2.4493 2020-06-25 02:05:52,995 - mmaction - INFO - Epoch [4][3300/3757] lr: 2.000e-02, eta: 17:19:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3385, loss: 2.3385 2020-06-25 02:05:58,983 - mmaction - INFO - Epoch [4][3320/3757] lr: 2.000e-02, eta: 17:19:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2468, loss: 2.2468 2020-06-25 02:06:04,984 - mmaction - INFO - Epoch [4][3340/3757] lr: 2.000e-02, eta: 17:19:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2792, loss: 2.2792 2020-06-25 02:06:10,932 - mmaction - INFO - Epoch [4][3360/3757] lr: 2.000e-02, eta: 17:18:44, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4033, loss: 2.4033 2020-06-25 02:06:16,913 - mmaction - INFO - Epoch [4][3380/3757] lr: 2.000e-02, eta: 17:18:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4977, loss: 2.4977 2020-06-25 02:06:22,897 - mmaction - INFO - Epoch [4][3400/3757] lr: 2.000e-02, eta: 17:18:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.2831, loss: 2.2831 2020-06-25 02:06:28,893 - mmaction - INFO - Epoch [4][3420/3757] lr: 2.000e-02, eta: 17:17:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.6023, loss: 2.6023 2020-06-25 02:06:34,868 - mmaction - INFO - Epoch [4][3440/3757] lr: 2.000e-02, eta: 17:17:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.2948, loss: 2.2948 2020-06-25 02:06:40,841 - mmaction - INFO - Epoch [4][3460/3757] lr: 2.000e-02, eta: 17:16:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2995, loss: 2.2995 2020-06-25 02:06:46,823 - mmaction - INFO - Epoch [4][3480/3757] lr: 2.000e-02, eta: 17:16:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.4725, loss: 2.4725 2020-06-25 02:06:52,784 - mmaction - INFO - Epoch [4][3500/3757] lr: 2.000e-02, eta: 17:16:13, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1100, loss: 2.1100 2020-06-25 02:06:58,788 - mmaction - INFO - Epoch [4][3520/3757] lr: 2.000e-02, eta: 17:15:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2352, loss: 2.2352 2020-06-25 02:07:04,740 - mmaction - INFO - Epoch [4][3540/3757] lr: 2.000e-02, eta: 17:15:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3511, loss: 2.3511 2020-06-25 02:07:10,753 - mmaction - INFO - Epoch [4][3560/3757] lr: 2.000e-02, eta: 17:15:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.5218, loss: 2.5218 2020-06-25 02:07:16,726 - mmaction - INFO - Epoch [4][3580/3757] lr: 2.000e-02, eta: 17:14:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5441, loss: 2.5441 2020-06-25 02:07:22,699 - mmaction - INFO - Epoch [4][3600/3757] lr: 2.000e-02, eta: 17:14:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.7063, loss_cls: 2.5852, loss: 2.5852 2020-06-25 02:07:28,703 - mmaction - INFO - Epoch [4][3620/3757] lr: 2.000e-02, eta: 17:14:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4799, loss: 2.4799 2020-06-25 02:07:34,693 - mmaction - INFO - Epoch [4][3640/3757] lr: 2.000e-02, eta: 17:13:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5608, loss: 2.5608 2020-06-25 02:07:40,687 - mmaction - INFO - Epoch [4][3660/3757] lr: 2.000e-02, eta: 17:13:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.1627, loss: 2.1627 2020-06-25 02:07:46,664 - mmaction - INFO - Epoch [4][3680/3757] lr: 2.000e-02, eta: 17:13:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4402, loss: 2.4402 2020-06-25 02:07:52,664 - mmaction - INFO - Epoch [4][3700/3757] lr: 2.000e-02, eta: 17:12:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6562, loss_cls: 2.4994, loss: 2.4994 2020-06-25 02:07:58,629 - mmaction - INFO - Epoch [4][3720/3757] lr: 2.000e-02, eta: 17:12:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3342, loss: 2.3342 2020-06-25 02:08:04,619 - mmaction - INFO - Epoch [4][3740/3757] lr: 2.000e-02, eta: 17:12:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.2996, loss: 2.2996 2020-06-25 02:12:03,317 - mmaction - INFO - Epoch [5][20/3757] lr: 2.000e-02, eta: 17:52:31, time: 11.297, data_time: 10.883, memory: 7077, top1_acc: 0.3750, top5_acc: 0.7312, loss_cls: 2.4876, loss: 2.4876 2020-06-25 02:12:09,403 - mmaction - INFO - Epoch [5][40/3757] lr: 2.000e-02, eta: 17:52:08, time: 0.306, data_time: 0.008, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0513, loss: 2.0513 2020-06-25 02:12:15,418 - mmaction - INFO - Epoch [5][60/3757] lr: 2.000e-02, eta: 17:51:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.1698, loss: 2.1698 2020-06-25 02:12:21,416 - mmaction - INFO - Epoch [5][80/3757] lr: 2.000e-02, eta: 17:51:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7125, loss_cls: 2.3782, loss: 2.3782 2020-06-25 02:12:27,433 - mmaction - INFO - Epoch [5][100/3757] lr: 2.000e-02, eta: 17:50:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.3947, loss: 2.3947 2020-06-25 02:12:33,404 - mmaction - INFO - Epoch [5][120/3757] lr: 2.000e-02, eta: 17:50:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.4286, loss: 2.4286 2020-06-25 02:12:39,413 - mmaction - INFO - Epoch [5][140/3757] lr: 2.000e-02, eta: 17:50:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5935, loss: 2.5935 2020-06-25 02:12:45,424 - mmaction - INFO - Epoch [5][160/3757] lr: 2.000e-02, eta: 17:49:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2374, loss: 2.2374 2020-06-25 02:12:51,414 - mmaction - INFO - Epoch [5][180/3757] lr: 2.000e-02, eta: 17:49:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5926, loss: 2.5926 2020-06-25 02:12:57,392 - mmaction - INFO - Epoch [5][200/3757] lr: 2.000e-02, eta: 17:48:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6085, loss: 2.6085 2020-06-25 02:13:03,357 - mmaction - INFO - Epoch [5][220/3757] lr: 2.000e-02, eta: 17:48:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4841, loss: 2.4841 2020-06-25 02:13:09,359 - mmaction - INFO - Epoch [5][240/3757] lr: 2.000e-02, eta: 17:48:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.4799, loss: 2.4799 2020-06-25 02:13:15,337 - mmaction - INFO - Epoch [5][260/3757] lr: 2.000e-02, eta: 17:47:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.3573, loss: 2.3573 2020-06-25 02:13:21,323 - mmaction - INFO - Epoch [5][280/3757] lr: 2.000e-02, eta: 17:47:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4680, loss: 2.4680 2020-06-25 02:13:27,324 - mmaction - INFO - Epoch [5][300/3757] lr: 2.000e-02, eta: 17:46:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4323, loss: 2.4323 2020-06-25 02:13:33,339 - mmaction - INFO - Epoch [5][320/3757] lr: 2.000e-02, eta: 17:46:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2068, loss: 2.2068 2020-06-25 02:13:39,315 - mmaction - INFO - Epoch [5][340/3757] lr: 2.000e-02, eta: 17:46:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5007, loss: 2.5007 2020-06-25 02:13:45,331 - mmaction - INFO - Epoch [5][360/3757] lr: 2.000e-02, eta: 17:45:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.3854, loss: 2.3854 2020-06-25 02:13:51,326 - mmaction - INFO - Epoch [5][380/3757] lr: 2.000e-02, eta: 17:45:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.4686, loss: 2.4686 2020-06-25 02:13:57,307 - mmaction - INFO - Epoch [5][400/3757] lr: 2.000e-02, eta: 17:45:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5187, loss: 2.5187 2020-06-25 02:14:03,280 - mmaction - INFO - Epoch [5][420/3757] lr: 2.000e-02, eta: 17:44:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6386, loss: 2.6386 2020-06-25 02:14:09,282 - mmaction - INFO - Epoch [5][440/3757] lr: 2.000e-02, eta: 17:44:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.3701, loss: 2.3701 2020-06-25 02:14:15,250 - mmaction - INFO - Epoch [5][460/3757] lr: 2.000e-02, eta: 17:43:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.5728, loss: 2.5728 2020-06-25 02:14:21,247 - mmaction - INFO - Epoch [5][480/3757] lr: 2.000e-02, eta: 17:43:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4203, loss: 2.4203 2020-06-25 02:14:27,219 - mmaction - INFO - Epoch [5][500/3757] lr: 2.000e-02, eta: 17:43:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.6330, loss: 2.6330 2020-06-25 02:14:33,214 - mmaction - INFO - Epoch [5][520/3757] lr: 2.000e-02, eta: 17:42:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.3249, loss: 2.3249 2020-06-25 02:14:39,228 - mmaction - INFO - Epoch [5][540/3757] lr: 2.000e-02, eta: 17:42:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.4264, loss: 2.4264 2020-06-25 02:14:45,229 - mmaction - INFO - Epoch [5][560/3757] lr: 2.000e-02, eta: 17:41:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.4687, loss: 2.4687 2020-06-25 02:14:51,274 - mmaction - INFO - Epoch [5][580/3757] lr: 2.000e-02, eta: 17:41:34, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7250, loss_cls: 2.5064, loss: 2.5064 2020-06-25 02:14:57,253 - mmaction - INFO - Epoch [5][600/3757] lr: 2.000e-02, eta: 17:41:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.3362, loss: 2.3362 2020-06-25 02:15:03,759 - mmaction - INFO - Epoch [5][620/3757] lr: 2.000e-02, eta: 17:40:54, time: 0.325, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2332, loss: 2.2332 2020-06-25 02:15:09,775 - mmaction - INFO - Epoch [5][640/3757] lr: 2.000e-02, eta: 17:40:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.5578, loss: 2.5578 2020-06-25 02:15:15,792 - mmaction - INFO - Epoch [5][660/3757] lr: 2.000e-02, eta: 17:40:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4771, loss: 2.4771 2020-06-25 02:15:21,760 - mmaction - INFO - Epoch [5][680/3757] lr: 2.000e-02, eta: 17:39:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4978, loss: 2.4978 2020-06-25 02:15:27,741 - mmaction - INFO - Epoch [5][700/3757] lr: 2.000e-02, eta: 17:39:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1472, loss: 2.1472 2020-06-25 02:15:33,740 - mmaction - INFO - Epoch [5][720/3757] lr: 2.000e-02, eta: 17:39:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.6710, loss: 2.6710 2020-06-25 02:15:39,758 - mmaction - INFO - Epoch [5][740/3757] lr: 2.000e-02, eta: 17:38:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4372, loss: 2.4372 2020-06-25 02:15:45,754 - mmaction - INFO - Epoch [5][760/3757] lr: 2.000e-02, eta: 17:38:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5888, loss: 2.5888 2020-06-25 02:15:51,755 - mmaction - INFO - Epoch [5][780/3757] lr: 2.000e-02, eta: 17:37:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.2992, loss: 2.2992 2020-06-25 02:15:57,773 - mmaction - INFO - Epoch [5][800/3757] lr: 2.000e-02, eta: 17:37:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0421, loss: 2.0421 2020-06-25 02:16:03,767 - mmaction - INFO - Epoch [5][820/3757] lr: 2.000e-02, eta: 17:37:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4978, loss: 2.4978 2020-06-25 02:16:09,747 - mmaction - INFO - Epoch [5][840/3757] lr: 2.000e-02, eta: 17:36:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.0891, loss: 2.0891 2020-06-25 02:16:15,715 - mmaction - INFO - Epoch [5][860/3757] lr: 2.000e-02, eta: 17:36:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2159, loss: 2.2159 2020-06-25 02:16:21,681 - mmaction - INFO - Epoch [5][880/3757] lr: 2.000e-02, eta: 17:36:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6937, loss_cls: 2.4490, loss: 2.4490 2020-06-25 02:16:27,679 - mmaction - INFO - Epoch [5][900/3757] lr: 2.000e-02, eta: 17:35:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4056, loss: 2.4056 2020-06-25 02:16:33,662 - mmaction - INFO - Epoch [5][920/3757] lr: 2.000e-02, eta: 17:35:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4966, loss: 2.4966 2020-06-25 02:16:39,653 - mmaction - INFO - Epoch [5][940/3757] lr: 2.000e-02, eta: 17:34:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4930, loss: 2.4930 2020-06-25 02:16:45,635 - mmaction - INFO - Epoch [5][960/3757] lr: 2.000e-02, eta: 17:34:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6875, loss_cls: 2.4476, loss: 2.4476 2020-06-25 02:16:51,623 - mmaction - INFO - Epoch [5][980/3757] lr: 2.000e-02, eta: 17:34:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2293, loss: 2.2293 2020-06-25 02:16:57,600 - mmaction - INFO - Epoch [5][1000/3757] lr: 2.000e-02, eta: 17:33:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.4464, loss: 2.4464 2020-06-25 02:17:03,601 - mmaction - INFO - Epoch [5][1020/3757] lr: 2.000e-02, eta: 17:33:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4981, loss: 2.4981 2020-06-25 02:17:09,573 - mmaction - INFO - Epoch [5][1040/3757] lr: 2.000e-02, eta: 17:33:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.3810, loss: 2.3810 2020-06-25 02:17:15,526 - mmaction - INFO - Epoch [5][1060/3757] lr: 2.000e-02, eta: 17:32:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.5603, loss: 2.5603 2020-06-25 02:17:21,512 - mmaction - INFO - Epoch [5][1080/3757] lr: 2.000e-02, eta: 17:32:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.3999, loss: 2.3999 2020-06-25 02:17:27,473 - mmaction - INFO - Epoch [5][1100/3757] lr: 2.000e-02, eta: 17:31:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4037, loss: 2.4037 2020-06-25 02:17:33,496 - mmaction - INFO - Epoch [5][1120/3757] lr: 2.000e-02, eta: 17:31:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.3250, top5_acc: 0.6500, loss_cls: 2.8927, loss: 2.8927 2020-06-25 02:17:39,460 - mmaction - INFO - Epoch [5][1140/3757] lr: 2.000e-02, eta: 17:31:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.1424, loss: 2.1424 2020-06-25 02:17:45,452 - mmaction - INFO - Epoch [5][1160/3757] lr: 2.000e-02, eta: 17:30:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.3205, loss: 2.3205 2020-06-25 02:17:51,453 - mmaction - INFO - Epoch [5][1180/3757] lr: 2.000e-02, eta: 17:30:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3173, loss: 2.3173 2020-06-25 02:17:57,450 - mmaction - INFO - Epoch [5][1200/3757] lr: 2.000e-02, eta: 17:30:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.7474, loss: 2.7474 2020-06-25 02:18:03,447 - mmaction - INFO - Epoch [5][1220/3757] lr: 2.000e-02, eta: 17:29:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.3173, loss: 2.3173 2020-06-25 02:18:09,440 - mmaction - INFO - Epoch [5][1240/3757] lr: 2.000e-02, eta: 17:29:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4397, loss: 2.4397 2020-06-25 02:18:16,008 - mmaction - INFO - Epoch [5][1260/3757] lr: 2.000e-02, eta: 17:29:11, time: 0.329, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2834, loss: 2.2834 2020-06-25 02:18:22,042 - mmaction - INFO - Epoch [5][1280/3757] lr: 2.000e-02, eta: 17:28:50, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2958, loss: 2.2958 2020-06-25 02:18:28,034 - mmaction - INFO - Epoch [5][1300/3757] lr: 2.000e-02, eta: 17:28:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.3071, loss: 2.3071 2020-06-25 02:18:34,008 - mmaction - INFO - Epoch [5][1320/3757] lr: 2.000e-02, eta: 17:28:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.4412, loss: 2.4412 2020-06-25 02:18:39,989 - mmaction - INFO - Epoch [5][1340/3757] lr: 2.000e-02, eta: 17:27:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.8125, loss_cls: 2.0308, loss: 2.0308 2020-06-25 02:18:46,006 - mmaction - INFO - Epoch [5][1360/3757] lr: 2.000e-02, eta: 17:27:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1953, loss: 2.1953 2020-06-25 02:18:52,044 - mmaction - INFO - Epoch [5][1380/3757] lr: 2.000e-02, eta: 17:27:03, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.2859, loss: 2.2859 2020-06-25 02:18:58,053 - mmaction - INFO - Epoch [5][1400/3757] lr: 2.000e-02, eta: 17:26:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3787, loss: 2.3787 2020-06-25 02:19:04,050 - mmaction - INFO - Epoch [5][1420/3757] lr: 2.000e-02, eta: 17:26:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2766, loss: 2.2766 2020-06-25 02:19:10,049 - mmaction - INFO - Epoch [5][1440/3757] lr: 2.000e-02, eta: 17:26:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.3079, loss: 2.3079 2020-06-25 02:19:16,022 - mmaction - INFO - Epoch [5][1460/3757] lr: 2.000e-02, eta: 17:25:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.5691, loss: 2.5691 2020-06-25 02:19:22,010 - mmaction - INFO - Epoch [5][1480/3757] lr: 2.000e-02, eta: 17:25:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0639, loss: 2.0639 2020-06-25 02:19:28,005 - mmaction - INFO - Epoch [5][1500/3757] lr: 2.000e-02, eta: 17:24:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.1154, loss: 2.1154 2020-06-25 02:19:34,042 - mmaction - INFO - Epoch [5][1520/3757] lr: 2.000e-02, eta: 17:24:36, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.2466, loss: 2.2466 2020-06-25 02:19:40,032 - mmaction - INFO - Epoch [5][1540/3757] lr: 2.000e-02, eta: 17:24:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.3442, loss: 2.3442 2020-06-25 02:19:46,010 - mmaction - INFO - Epoch [5][1560/3757] lr: 2.000e-02, eta: 17:23:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.6859, loss: 2.6859 2020-06-25 02:19:52,006 - mmaction - INFO - Epoch [5][1580/3757] lr: 2.000e-02, eta: 17:23:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1510, loss: 2.1510 2020-06-25 02:19:57,984 - mmaction - INFO - Epoch [5][1600/3757] lr: 2.000e-02, eta: 17:23:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2882, loss: 2.2882 2020-06-25 02:20:04,207 - mmaction - INFO - Epoch [5][1620/3757] lr: 2.000e-02, eta: 17:22:53, time: 0.311, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1678, loss: 2.1678 2020-06-25 02:20:10,152 - mmaction - INFO - Epoch [5][1640/3757] lr: 2.000e-02, eta: 17:22:32, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2887, loss: 2.2887 2020-06-25 02:20:16,132 - mmaction - INFO - Epoch [5][1660/3757] lr: 2.000e-02, eta: 17:22:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2373, loss: 2.2373 2020-06-25 02:20:22,104 - mmaction - INFO - Epoch [5][1680/3757] lr: 2.000e-02, eta: 17:21:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2028, loss: 2.2028 2020-06-25 02:20:28,067 - mmaction - INFO - Epoch [5][1700/3757] lr: 2.000e-02, eta: 17:21:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7895, loss: 2.7895 2020-06-25 02:20:34,083 - mmaction - INFO - Epoch [5][1720/3757] lr: 2.000e-02, eta: 17:21:08, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.2658, loss: 2.2658 2020-06-25 02:20:40,101 - mmaction - INFO - Epoch [5][1740/3757] lr: 2.000e-02, eta: 17:20:48, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4297, loss: 2.4297 2020-06-25 02:20:46,057 - mmaction - INFO - Epoch [5][1760/3757] lr: 2.000e-02, eta: 17:20:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4246, loss: 2.4246 2020-06-25 02:20:52,041 - mmaction - INFO - Epoch [5][1780/3757] lr: 2.000e-02, eta: 17:20:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.6875, loss_cls: 2.2788, loss: 2.2788 2020-06-25 02:20:58,025 - mmaction - INFO - Epoch [5][1800/3757] lr: 2.000e-02, eta: 17:19:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.7730, loss: 2.7730 2020-06-25 02:21:04,020 - mmaction - INFO - Epoch [5][1820/3757] lr: 2.000e-02, eta: 17:19:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.3438, loss: 2.3438 2020-06-25 02:21:10,034 - mmaction - INFO - Epoch [5][1840/3757] lr: 2.000e-02, eta: 17:19:05, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 1.9561, loss: 1.9561 2020-06-25 02:21:16,045 - mmaction - INFO - Epoch [5][1860/3757] lr: 2.000e-02, eta: 17:18:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0685, loss: 2.0685 2020-06-25 02:21:22,017 - mmaction - INFO - Epoch [5][1880/3757] lr: 2.000e-02, eta: 17:18:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.3125, loss: 2.3125 2020-06-25 02:21:28,011 - mmaction - INFO - Epoch [5][1900/3757] lr: 2.000e-02, eta: 17:18:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.2845, loss: 2.2845 2020-06-25 02:21:33,984 - mmaction - INFO - Epoch [5][1920/3757] lr: 2.000e-02, eta: 17:17:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3704, loss: 2.3704 2020-06-25 02:21:39,986 - mmaction - INFO - Epoch [5][1940/3757] lr: 2.000e-02, eta: 17:17:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7375, loss_cls: 2.5150, loss: 2.5150 2020-06-25 02:21:45,953 - mmaction - INFO - Epoch [5][1960/3757] lr: 2.000e-02, eta: 17:17:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.8038, loss: 2.8038 2020-06-25 02:21:51,938 - mmaction - INFO - Epoch [5][1980/3757] lr: 2.000e-02, eta: 17:16:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1056, loss: 2.1056 2020-06-25 02:21:57,918 - mmaction - INFO - Epoch [5][2000/3757] lr: 2.000e-02, eta: 17:16:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1855, loss: 2.1855 2020-06-25 02:22:03,926 - mmaction - INFO - Epoch [5][2020/3757] lr: 2.000e-02, eta: 17:16:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3691, loss: 2.3691 2020-06-25 02:22:09,918 - mmaction - INFO - Epoch [5][2040/3757] lr: 2.000e-02, eta: 17:15:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7812, loss_cls: 2.2512, loss: 2.2512 2020-06-25 02:22:15,880 - mmaction - INFO - Epoch [5][2060/3757] lr: 2.000e-02, eta: 17:15:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4684, loss: 2.4684 2020-06-25 02:22:21,877 - mmaction - INFO - Epoch [5][2080/3757] lr: 2.000e-02, eta: 17:15:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2877, loss: 2.2877 2020-06-25 02:22:27,874 - mmaction - INFO - Epoch [5][2100/3757] lr: 2.000e-02, eta: 17:14:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2565, loss: 2.2565 2020-06-25 02:22:33,893 - mmaction - INFO - Epoch [5][2120/3757] lr: 2.000e-02, eta: 17:14:21, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7750, loss_cls: 2.2236, loss: 2.2236 2020-06-25 02:22:39,877 - mmaction - INFO - Epoch [5][2140/3757] lr: 2.000e-02, eta: 17:14:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4160, loss: 2.4160 2020-06-25 02:22:45,868 - mmaction - INFO - Epoch [5][2160/3757] lr: 2.000e-02, eta: 17:13:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.6310, loss: 2.6310 2020-06-25 02:22:51,863 - mmaction - INFO - Epoch [5][2180/3757] lr: 2.000e-02, eta: 17:13:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.3992, loss: 2.3992 2020-06-25 02:22:57,848 - mmaction - INFO - Epoch [5][2200/3757] lr: 2.000e-02, eta: 17:13:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.4748, loss: 2.4748 2020-06-25 02:23:03,818 - mmaction - INFO - Epoch [5][2220/3757] lr: 2.000e-02, eta: 17:12:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6118, loss: 2.6118 2020-06-25 02:23:09,819 - mmaction - INFO - Epoch [5][2240/3757] lr: 2.000e-02, eta: 17:12:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5707, loss: 2.5707 2020-06-25 02:23:15,815 - mmaction - INFO - Epoch [5][2260/3757] lr: 2.000e-02, eta: 17:12:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2408, loss: 2.2408 2020-06-25 02:23:21,799 - mmaction - INFO - Epoch [5][2280/3757] lr: 2.000e-02, eta: 17:11:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4300, loss: 2.4300 2020-06-25 02:23:27,777 - mmaction - INFO - Epoch [5][2300/3757] lr: 2.000e-02, eta: 17:11:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0481, loss: 2.0481 2020-06-25 02:23:33,761 - mmaction - INFO - Epoch [5][2320/3757] lr: 2.000e-02, eta: 17:11:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2840, loss: 2.2840 2020-06-25 02:23:39,760 - mmaction - INFO - Epoch [5][2340/3757] lr: 2.000e-02, eta: 17:10:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.4296, loss: 2.4296 2020-06-25 02:23:45,744 - mmaction - INFO - Epoch [5][2360/3757] lr: 2.000e-02, eta: 17:10:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2235, loss: 2.2235 2020-06-25 02:23:51,744 - mmaction - INFO - Epoch [5][2380/3757] lr: 2.000e-02, eta: 17:10:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6807, loss: 2.6807 2020-06-25 02:23:57,714 - mmaction - INFO - Epoch [5][2400/3757] lr: 2.000e-02, eta: 17:09:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.1262, loss: 2.1262 2020-06-25 02:24:03,713 - mmaction - INFO - Epoch [5][2420/3757] lr: 2.000e-02, eta: 17:09:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.1955, loss: 2.1955 2020-06-25 02:24:09,703 - mmaction - INFO - Epoch [5][2440/3757] lr: 2.000e-02, eta: 17:09:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2940, loss: 2.2940 2020-06-25 02:24:15,679 - mmaction - INFO - Epoch [5][2460/3757] lr: 2.000e-02, eta: 17:08:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.4213, loss: 2.4213 2020-06-25 02:24:21,694 - mmaction - INFO - Epoch [5][2480/3757] lr: 2.000e-02, eta: 17:08:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.1549, loss: 2.1549 2020-06-25 02:24:27,682 - mmaction - INFO - Epoch [5][2500/3757] lr: 2.000e-02, eta: 17:08:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.4817, loss: 2.4817 2020-06-25 02:24:33,674 - mmaction - INFO - Epoch [5][2520/3757] lr: 2.000e-02, eta: 17:07:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6308, loss: 2.6308 2020-06-25 02:24:39,651 - mmaction - INFO - Epoch [5][2540/3757] lr: 2.000e-02, eta: 17:07:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6219, loss: 2.6219 2020-06-25 02:24:45,642 - mmaction - INFO - Epoch [5][2560/3757] lr: 2.000e-02, eta: 17:07:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2852, loss: 2.2852 2020-06-25 02:24:51,601 - mmaction - INFO - Epoch [5][2580/3757] lr: 2.000e-02, eta: 17:06:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3353, loss: 2.3353 2020-06-25 02:24:57,561 - mmaction - INFO - Epoch [5][2600/3757] lr: 2.000e-02, eta: 17:06:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2994, loss: 2.2994 2020-06-25 02:25:03,523 - mmaction - INFO - Epoch [5][2620/3757] lr: 2.000e-02, eta: 17:06:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.1446, loss: 2.1446 2020-06-25 02:25:09,540 - mmaction - INFO - Epoch [5][2640/3757] lr: 2.000e-02, eta: 17:05:50, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7312, loss_cls: 2.0772, loss: 2.0772 2020-06-25 02:25:15,535 - mmaction - INFO - Epoch [5][2660/3757] lr: 2.000e-02, eta: 17:05:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7438, loss_cls: 2.2998, loss: 2.2998 2020-06-25 02:25:21,562 - mmaction - INFO - Epoch [5][2680/3757] lr: 2.000e-02, eta: 17:05:12, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5600, loss: 2.5600 2020-06-25 02:25:27,511 - mmaction - INFO - Epoch [5][2700/3757] lr: 2.000e-02, eta: 17:04:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3318, loss: 2.3318 2020-06-25 02:25:33,504 - mmaction - INFO - Epoch [5][2720/3757] lr: 2.000e-02, eta: 17:04:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4694, loss: 2.4694 2020-06-25 02:25:39,472 - mmaction - INFO - Epoch [5][2740/3757] lr: 2.000e-02, eta: 17:04:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.3158, loss: 2.3158 2020-06-25 02:25:45,477 - mmaction - INFO - Epoch [5][2760/3757] lr: 2.000e-02, eta: 17:03:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1414, loss: 2.1414 2020-06-25 02:25:51,494 - mmaction - INFO - Epoch [5][2780/3757] lr: 2.000e-02, eta: 17:03:37, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4806, loss: 2.4806 2020-06-25 02:25:57,510 - mmaction - INFO - Epoch [5][2800/3757] lr: 2.000e-02, eta: 17:03:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6401, loss: 2.6401 2020-06-25 02:26:03,496 - mmaction - INFO - Epoch [5][2820/3757] lr: 2.000e-02, eta: 17:02:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.4283, loss: 2.4283 2020-06-25 02:26:09,465 - mmaction - INFO - Epoch [5][2840/3757] lr: 2.000e-02, eta: 17:02:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.1701, loss: 2.1701 2020-06-25 02:26:15,458 - mmaction - INFO - Epoch [5][2860/3757] lr: 2.000e-02, eta: 17:02:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2236, loss: 2.2236 2020-06-25 02:26:21,460 - mmaction - INFO - Epoch [5][2880/3757] lr: 2.000e-02, eta: 17:02:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3057, loss: 2.3057 2020-06-25 02:26:27,468 - mmaction - INFO - Epoch [5][2900/3757] lr: 2.000e-02, eta: 17:01:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.7656, loss: 2.7656 2020-06-25 02:26:33,462 - mmaction - INFO - Epoch [5][2920/3757] lr: 2.000e-02, eta: 17:01:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7875, loss_cls: 2.0540, loss: 2.0540 2020-06-25 02:26:39,434 - mmaction - INFO - Epoch [5][2940/3757] lr: 2.000e-02, eta: 17:01:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3361, loss: 2.3361 2020-06-25 02:26:45,410 - mmaction - INFO - Epoch [5][2960/3757] lr: 2.000e-02, eta: 17:00:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.2666, loss: 2.2666 2020-06-25 02:26:51,420 - mmaction - INFO - Epoch [5][2980/3757] lr: 2.000e-02, eta: 17:00:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.3122, loss: 2.3122 2020-06-25 02:26:57,394 - mmaction - INFO - Epoch [5][3000/3757] lr: 2.000e-02, eta: 17:00:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4183, loss: 2.4183 2020-06-25 02:27:03,380 - mmaction - INFO - Epoch [5][3020/3757] lr: 2.000e-02, eta: 16:59:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3841, loss: 2.3841 2020-06-25 02:27:09,369 - mmaction - INFO - Epoch [5][3040/3757] lr: 2.000e-02, eta: 16:59:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1079, loss: 2.1079 2020-06-25 02:27:15,324 - mmaction - INFO - Epoch [5][3060/3757] lr: 2.000e-02, eta: 16:59:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.2739, loss: 2.2739 2020-06-25 02:27:21,291 - mmaction - INFO - Epoch [5][3080/3757] lr: 2.000e-02, eta: 16:58:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.3857, loss: 2.3857 2020-06-25 02:27:27,276 - mmaction - INFO - Epoch [5][3100/3757] lr: 2.000e-02, eta: 16:58:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.1724, loss: 2.1724 2020-06-25 02:27:33,258 - mmaction - INFO - Epoch [5][3120/3757] lr: 2.000e-02, eta: 16:58:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1520, loss: 2.1520 2020-06-25 02:27:39,250 - mmaction - INFO - Epoch [5][3140/3757] lr: 2.000e-02, eta: 16:57:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.1666, loss: 2.1666 2020-06-25 02:27:45,223 - mmaction - INFO - Epoch [5][3160/3757] lr: 2.000e-02, eta: 16:57:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2960, loss: 2.2960 2020-06-25 02:27:51,221 - mmaction - INFO - Epoch [5][3180/3757] lr: 2.000e-02, eta: 16:57:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5452, loss: 2.5452 2020-06-25 02:27:57,230 - mmaction - INFO - Epoch [5][3200/3757] lr: 2.000e-02, eta: 16:57:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4201, loss: 2.4201 2020-06-25 02:28:03,213 - mmaction - INFO - Epoch [5][3220/3757] lr: 2.000e-02, eta: 16:56:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2504, loss: 2.2504 2020-06-25 02:28:09,203 - mmaction - INFO - Epoch [5][3240/3757] lr: 2.000e-02, eta: 16:56:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.4972, loss: 2.4972 2020-06-25 02:28:15,158 - mmaction - INFO - Epoch [5][3260/3757] lr: 2.000e-02, eta: 16:56:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1917, loss: 2.1917 2020-06-25 02:28:21,155 - mmaction - INFO - Epoch [5][3280/3757] lr: 2.000e-02, eta: 16:55:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2806, loss: 2.2806 2020-06-25 02:28:27,160 - mmaction - INFO - Epoch [5][3300/3757] lr: 2.000e-02, eta: 16:55:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1567, loss: 2.1567 2020-06-25 02:28:33,160 - mmaction - INFO - Epoch [5][3320/3757] lr: 2.000e-02, eta: 16:55:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.4451, loss: 2.4451 2020-06-25 02:28:39,118 - mmaction - INFO - Epoch [5][3340/3757] lr: 2.000e-02, eta: 16:54:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.3157, loss: 2.3157 2020-06-25 02:28:45,104 - mmaction - INFO - Epoch [5][3360/3757] lr: 2.000e-02, eta: 16:54:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2948, loss: 2.2948 2020-06-25 02:28:51,069 - mmaction - INFO - Epoch [5][3380/3757] lr: 2.000e-02, eta: 16:54:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.5774, loss: 2.5774 2020-06-25 02:28:57,049 - mmaction - INFO - Epoch [5][3400/3757] lr: 2.000e-02, eta: 16:54:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3747, loss: 2.3747 2020-06-25 02:29:03,048 - mmaction - INFO - Epoch [5][3420/3757] lr: 2.000e-02, eta: 16:53:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3992, loss: 2.3992 2020-06-25 02:29:09,029 - mmaction - INFO - Epoch [5][3440/3757] lr: 2.000e-02, eta: 16:53:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0288, loss: 2.0288 2020-06-25 02:29:15,023 - mmaction - INFO - Epoch [5][3460/3757] lr: 2.000e-02, eta: 16:53:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3151, loss: 2.3151 2020-06-25 02:29:21,015 - mmaction - INFO - Epoch [5][3480/3757] lr: 2.000e-02, eta: 16:52:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.3954, loss: 2.3954 2020-06-25 02:29:26,999 - mmaction - INFO - Epoch [5][3500/3757] lr: 2.000e-02, eta: 16:52:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1526, loss: 2.1526 2020-06-25 02:29:33,560 - mmaction - INFO - Epoch [5][3520/3757] lr: 2.000e-02, eta: 16:52:16, time: 0.327, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1904, loss: 2.1904 2020-06-25 02:29:39,572 - mmaction - INFO - Epoch [5][3540/3757] lr: 2.000e-02, eta: 16:51:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.2492, loss: 2.2492 2020-06-25 02:29:45,591 - mmaction - INFO - Epoch [5][3560/3757] lr: 2.000e-02, eta: 16:51:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.7000, loss_cls: 2.4698, loss: 2.4698 2020-06-25 02:29:51,578 - mmaction - INFO - Epoch [5][3580/3757] lr: 2.000e-02, eta: 16:51:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1359, loss: 2.1359 2020-06-25 02:29:57,585 - mmaction - INFO - Epoch [5][3600/3757] lr: 2.000e-02, eta: 16:51:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.7000, loss_cls: 2.5618, loss: 2.5618 2020-06-25 02:30:04,149 - mmaction - INFO - Epoch [5][3620/3757] lr: 2.000e-02, eta: 16:50:53, time: 0.328, data_time: 0.002, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3780, loss: 2.3780 2020-06-25 02:30:10,178 - mmaction - INFO - Epoch [5][3640/3757] lr: 2.000e-02, eta: 16:50:35, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3868, loss: 2.3868 2020-06-25 02:30:16,168 - mmaction - INFO - Epoch [5][3660/3757] lr: 2.000e-02, eta: 16:50:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7625, loss_cls: 2.1920, loss: 2.1920 2020-06-25 02:30:22,132 - mmaction - INFO - Epoch [5][3680/3757] lr: 2.000e-02, eta: 16:49:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.4901, loss: 2.4901 2020-06-25 02:30:28,149 - mmaction - INFO - Epoch [5][3700/3757] lr: 2.000e-02, eta: 16:49:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5482, loss: 2.5482 2020-06-25 02:30:34,140 - mmaction - INFO - Epoch [5][3720/3757] lr: 2.000e-02, eta: 16:49:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.5634, loss: 2.5634 2020-06-25 02:30:40,136 - mmaction - INFO - Epoch [5][3740/3757] lr: 2.000e-02, eta: 16:49:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.5151, loss: 2.5151 2020-06-25 02:30:52,283 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-06-25 02:35:54,888 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 02:35:55,593 - mmaction - INFO - top1_acc 0.4898 top5_acc 0.7594 2020-06-25 02:35:55,593 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 02:35:55,643 - mmaction - INFO - mean_acc 0.4896 2020-06-25 02:35:55,649 - mmaction - INFO - Epoch [5][3757/3757] lr: 2.000e-02, top1_acc: 0.4898, top5_acc: 0.7594, mean_class_accuracy: 0.4896 2020-06-25 02:39:21,152 - mmaction - INFO - Epoch [6][20/3757] lr: 2.000e-02, eta: 17:17:41, time: 10.272, data_time: 9.848, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.2705, loss: 2.2705 2020-06-25 02:39:27,238 - mmaction - INFO - Epoch [6][40/3757] lr: 2.000e-02, eta: 17:17:22, time: 0.306, data_time: 0.006, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2399, loss: 2.2399 2020-06-25 02:39:33,189 - mmaction - INFO - Epoch [6][60/3757] lr: 2.000e-02, eta: 17:17:02, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.4882, loss: 2.4882 2020-06-25 02:39:39,197 - mmaction - INFO - Epoch [6][80/3757] lr: 2.000e-02, eta: 17:16:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1002, loss: 2.1002 2020-06-25 02:39:45,178 - mmaction - INFO - Epoch [6][100/3757] lr: 2.000e-02, eta: 17:16:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4598, loss: 2.4598 2020-06-25 02:39:51,190 - mmaction - INFO - Epoch [6][120/3757] lr: 2.000e-02, eta: 17:16:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.6937, loss_cls: 2.2262, loss: 2.2262 2020-06-25 02:39:57,219 - mmaction - INFO - Epoch [6][140/3757] lr: 2.000e-02, eta: 17:15:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1826, loss: 2.1826 2020-06-25 02:40:03,451 - mmaction - INFO - Epoch [6][160/3757] lr: 2.000e-02, eta: 17:15:27, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2644, loss: 2.2644 2020-06-25 02:40:09,454 - mmaction - INFO - Epoch [6][180/3757] lr: 2.000e-02, eta: 17:15:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6750, loss_cls: 2.4615, loss: 2.4615 2020-06-25 02:40:15,426 - mmaction - INFO - Epoch [6][200/3757] lr: 2.000e-02, eta: 17:14:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.2726, loss: 2.2726 2020-06-25 02:40:21,415 - mmaction - INFO - Epoch [6][220/3757] lr: 2.000e-02, eta: 17:14:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4108, loss: 2.4108 2020-06-25 02:40:27,388 - mmaction - INFO - Epoch [6][240/3757] lr: 2.000e-02, eta: 17:14:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1883, loss: 2.1883 2020-06-25 02:40:33,394 - mmaction - INFO - Epoch [6][260/3757] lr: 2.000e-02, eta: 17:13:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.2322, loss: 2.2322 2020-06-25 02:40:39,379 - mmaction - INFO - Epoch [6][280/3757] lr: 2.000e-02, eta: 17:13:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.4713, loss: 2.4713 2020-06-25 02:40:45,353 - mmaction - INFO - Epoch [6][300/3757] lr: 2.000e-02, eta: 17:13:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0254, loss: 2.0254 2020-06-25 02:40:51,354 - mmaction - INFO - Epoch [6][320/3757] lr: 2.000e-02, eta: 17:12:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6129, loss: 2.6129 2020-06-25 02:40:57,354 - mmaction - INFO - Epoch [6][340/3757] lr: 2.000e-02, eta: 17:12:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5562, loss: 2.5562 2020-06-25 02:41:03,361 - mmaction - INFO - Epoch [6][360/3757] lr: 2.000e-02, eta: 17:12:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.0696, loss: 2.0696 2020-06-25 02:41:09,359 - mmaction - INFO - Epoch [6][380/3757] lr: 2.000e-02, eta: 17:11:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0599, loss: 2.0599 2020-06-25 02:41:15,376 - mmaction - INFO - Epoch [6][400/3757] lr: 2.000e-02, eta: 17:11:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7500, loss_cls: 2.3594, loss: 2.3594 2020-06-25 02:41:21,385 - mmaction - INFO - Epoch [6][420/3757] lr: 2.000e-02, eta: 17:11:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0363, loss: 2.0363 2020-06-25 02:41:27,393 - mmaction - INFO - Epoch [6][440/3757] lr: 2.000e-02, eta: 17:10:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.4073, loss: 2.4073 2020-06-25 02:41:33,399 - mmaction - INFO - Epoch [6][460/3757] lr: 2.000e-02, eta: 17:10:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3586, loss: 2.3586 2020-06-25 02:41:39,380 - mmaction - INFO - Epoch [6][480/3757] lr: 2.000e-02, eta: 17:10:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6635, loss: 2.6635 2020-06-25 02:41:45,367 - mmaction - INFO - Epoch [6][500/3757] lr: 2.000e-02, eta: 17:09:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5119, loss: 2.5119 2020-06-25 02:41:51,355 - mmaction - INFO - Epoch [6][520/3757] lr: 2.000e-02, eta: 17:09:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.3900, loss: 2.3900 2020-06-25 02:41:57,338 - mmaction - INFO - Epoch [6][540/3757] lr: 2.000e-02, eta: 17:09:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9794, loss: 1.9794 2020-06-25 02:42:03,335 - mmaction - INFO - Epoch [6][560/3757] lr: 2.000e-02, eta: 17:09:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.6918, loss: 2.6918 2020-06-25 02:42:09,309 - mmaction - INFO - Epoch [6][580/3757] lr: 2.000e-02, eta: 17:08:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2111, loss: 2.2111 2020-06-25 02:42:15,308 - mmaction - INFO - Epoch [6][600/3757] lr: 2.000e-02, eta: 17:08:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.1382, loss: 2.1382 2020-06-25 02:42:21,324 - mmaction - INFO - Epoch [6][620/3757] lr: 2.000e-02, eta: 17:08:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.7013, loss: 2.7013 2020-06-25 02:42:27,303 - mmaction - INFO - Epoch [6][640/3757] lr: 2.000e-02, eta: 17:07:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3540, loss: 2.3540 2020-06-25 02:42:33,286 - mmaction - INFO - Epoch [6][660/3757] lr: 2.000e-02, eta: 17:07:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1378, loss: 2.1378 2020-06-25 02:42:39,302 - mmaction - INFO - Epoch [6][680/3757] lr: 2.000e-02, eta: 17:07:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2872, loss: 2.2872 2020-06-25 02:42:45,270 - mmaction - INFO - Epoch [6][700/3757] lr: 2.000e-02, eta: 17:06:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3761, loss: 2.3761 2020-06-25 02:42:51,254 - mmaction - INFO - Epoch [6][720/3757] lr: 2.000e-02, eta: 17:06:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.6813, loss_cls: 2.3444, loss: 2.3444 2020-06-25 02:42:57,266 - mmaction - INFO - Epoch [6][740/3757] lr: 2.000e-02, eta: 17:06:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.2960, loss: 2.2960 2020-06-25 02:43:03,251 - mmaction - INFO - Epoch [6][760/3757] lr: 2.000e-02, eta: 17:05:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0740, loss: 2.0740 2020-06-25 02:43:09,277 - mmaction - INFO - Epoch [6][780/3757] lr: 2.000e-02, eta: 17:05:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2449, loss: 2.2449 2020-06-25 02:43:15,307 - mmaction - INFO - Epoch [6][800/3757] lr: 2.000e-02, eta: 17:05:17, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2348, loss: 2.2348 2020-06-25 02:43:21,283 - mmaction - INFO - Epoch [6][820/3757] lr: 2.000e-02, eta: 17:04:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2524, loss: 2.2524 2020-06-25 02:43:27,298 - mmaction - INFO - Epoch [6][840/3757] lr: 2.000e-02, eta: 17:04:40, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3307, loss: 2.3307 2020-06-25 02:43:33,289 - mmaction - INFO - Epoch [6][860/3757] lr: 2.000e-02, eta: 17:04:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2167, loss: 2.2167 2020-06-25 02:43:39,286 - mmaction - INFO - Epoch [6][880/3757] lr: 2.000e-02, eta: 17:04:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4325, loss: 2.4325 2020-06-25 02:43:45,278 - mmaction - INFO - Epoch [6][900/3757] lr: 2.000e-02, eta: 17:03:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9900, loss: 1.9900 2020-06-25 02:43:51,275 - mmaction - INFO - Epoch [6][920/3757] lr: 2.000e-02, eta: 17:03:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.4072, loss: 2.4072 2020-06-25 02:43:57,254 - mmaction - INFO - Epoch [6][940/3757] lr: 2.000e-02, eta: 17:03:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.1248, loss: 2.1248 2020-06-25 02:44:03,270 - mmaction - INFO - Epoch [6][960/3757] lr: 2.000e-02, eta: 17:02:49, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1314, loss: 2.1314 2020-06-25 02:44:09,262 - mmaction - INFO - Epoch [6][980/3757] lr: 2.000e-02, eta: 17:02:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.5134, loss: 2.5134 2020-06-25 02:44:15,268 - mmaction - INFO - Epoch [6][1000/3757] lr: 2.000e-02, eta: 17:02:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3192, loss: 2.3192 2020-06-25 02:44:21,280 - mmaction - INFO - Epoch [6][1020/3757] lr: 2.000e-02, eta: 17:01:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2135, loss: 2.2135 2020-06-25 02:44:27,279 - mmaction - INFO - Epoch [6][1040/3757] lr: 2.000e-02, eta: 17:01:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5447, loss: 2.5447 2020-06-25 02:44:33,264 - mmaction - INFO - Epoch [6][1060/3757] lr: 2.000e-02, eta: 17:01:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2910, loss: 2.2910 2020-06-25 02:44:39,250 - mmaction - INFO - Epoch [6][1080/3757] lr: 2.000e-02, eta: 17:00:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.1418, loss: 2.1418 2020-06-25 02:44:45,256 - mmaction - INFO - Epoch [6][1100/3757] lr: 2.000e-02, eta: 17:00:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2639, loss: 2.2639 2020-06-25 02:44:51,261 - mmaction - INFO - Epoch [6][1120/3757] lr: 2.000e-02, eta: 17:00:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4552, loss: 2.4552 2020-06-25 02:44:57,268 - mmaction - INFO - Epoch [6][1140/3757] lr: 2.000e-02, eta: 17:00:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8236, loss: 1.8236 2020-06-25 02:45:03,273 - mmaction - INFO - Epoch [6][1160/3757] lr: 2.000e-02, eta: 16:59:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4042, loss: 2.4042 2020-06-25 02:45:09,264 - mmaction - INFO - Epoch [6][1180/3757] lr: 2.000e-02, eta: 16:59:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3107, loss: 2.3107 2020-06-25 02:45:15,230 - mmaction - INFO - Epoch [6][1200/3757] lr: 2.000e-02, eta: 16:59:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.3528, loss: 2.3528 2020-06-25 02:45:21,256 - mmaction - INFO - Epoch [6][1220/3757] lr: 2.000e-02, eta: 16:58:52, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1828, loss: 2.1828 2020-06-25 02:45:27,261 - mmaction - INFO - Epoch [6][1240/3757] lr: 2.000e-02, eta: 16:58:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 2.0333, loss: 2.0333 2020-06-25 02:45:33,443 - mmaction - INFO - Epoch [6][1260/3757] lr: 2.000e-02, eta: 16:58:17, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.4474, loss: 2.4474 2020-06-25 02:45:39,419 - mmaction - INFO - Epoch [6][1280/3757] lr: 2.000e-02, eta: 16:57:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0788, loss: 2.0788 2020-06-25 02:45:45,384 - mmaction - INFO - Epoch [6][1300/3757] lr: 2.000e-02, eta: 16:57:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7625, loss_cls: 2.3321, loss: 2.3321 2020-06-25 02:45:51,373 - mmaction - INFO - Epoch [6][1320/3757] lr: 2.000e-02, eta: 16:57:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0756, loss: 2.0756 2020-06-25 02:45:57,338 - mmaction - INFO - Epoch [6][1340/3757] lr: 2.000e-02, eta: 16:57:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2540, loss: 2.2540 2020-06-25 02:46:03,325 - mmaction - INFO - Epoch [6][1360/3757] lr: 2.000e-02, eta: 16:56:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.3655, loss: 2.3655 2020-06-25 02:46:09,332 - mmaction - INFO - Epoch [6][1380/3757] lr: 2.000e-02, eta: 16:56:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.6351, loss: 2.6351 2020-06-25 02:46:15,316 - mmaction - INFO - Epoch [6][1400/3757] lr: 2.000e-02, eta: 16:56:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5329, loss: 2.5329 2020-06-25 02:46:21,336 - mmaction - INFO - Epoch [6][1420/3757] lr: 2.000e-02, eta: 16:55:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7812, loss_cls: 2.2945, loss: 2.2945 2020-06-25 02:46:27,317 - mmaction - INFO - Epoch [6][1440/3757] lr: 2.000e-02, eta: 16:55:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3232, loss: 2.3232 2020-06-25 02:46:33,316 - mmaction - INFO - Epoch [6][1460/3757] lr: 2.000e-02, eta: 16:55:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3137, loss: 2.3137 2020-06-25 02:46:39,310 - mmaction - INFO - Epoch [6][1480/3757] lr: 2.000e-02, eta: 16:55:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2557, loss: 2.2557 2020-06-25 02:46:45,297 - mmaction - INFO - Epoch [6][1500/3757] lr: 2.000e-02, eta: 16:54:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.7125, loss_cls: 2.3271, loss: 2.3271 2020-06-25 02:46:51,289 - mmaction - INFO - Epoch [6][1520/3757] lr: 2.000e-02, eta: 16:54:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.4215, loss: 2.4215 2020-06-25 02:46:57,295 - mmaction - INFO - Epoch [6][1540/3757] lr: 2.000e-02, eta: 16:54:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.4445, loss: 2.4445 2020-06-25 02:47:03,284 - mmaction - INFO - Epoch [6][1560/3757] lr: 2.000e-02, eta: 16:53:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.6937, loss_cls: 2.2550, loss: 2.2550 2020-06-25 02:47:09,267 - mmaction - INFO - Epoch [6][1580/3757] lr: 2.000e-02, eta: 16:53:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3613, loss: 2.3613 2020-06-25 02:47:15,263 - mmaction - INFO - Epoch [6][1600/3757] lr: 2.000e-02, eta: 16:53:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3844, loss: 2.3844 2020-06-25 02:47:21,272 - mmaction - INFO - Epoch [6][1620/3757] lr: 2.000e-02, eta: 16:52:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0916, loss: 2.0916 2020-06-25 02:47:27,268 - mmaction - INFO - Epoch [6][1640/3757] lr: 2.000e-02, eta: 16:52:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1279, loss: 2.1279 2020-06-25 02:47:33,277 - mmaction - INFO - Epoch [6][1660/3757] lr: 2.000e-02, eta: 16:52:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.3221, loss: 2.3221 2020-06-25 02:47:39,260 - mmaction - INFO - Epoch [6][1680/3757] lr: 2.000e-02, eta: 16:52:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.3484, loss: 2.3484 2020-06-25 02:47:45,286 - mmaction - INFO - Epoch [6][1700/3757] lr: 2.000e-02, eta: 16:51:46, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2964, loss: 2.2964 2020-06-25 02:47:51,268 - mmaction - INFO - Epoch [6][1720/3757] lr: 2.000e-02, eta: 16:51:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.4530, loss: 2.4530 2020-06-25 02:47:57,263 - mmaction - INFO - Epoch [6][1740/3757] lr: 2.000e-02, eta: 16:51:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.2428, loss: 2.2428 2020-06-25 02:48:03,246 - mmaction - INFO - Epoch [6][1760/3757] lr: 2.000e-02, eta: 16:50:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3443, loss: 2.3443 2020-06-25 02:48:09,228 - mmaction - INFO - Epoch [6][1780/3757] lr: 2.000e-02, eta: 16:50:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3986, loss: 2.3986 2020-06-25 02:48:15,229 - mmaction - INFO - Epoch [6][1800/3757] lr: 2.000e-02, eta: 16:50:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5824, loss: 2.5824 2020-06-25 02:48:21,230 - mmaction - INFO - Epoch [6][1820/3757] lr: 2.000e-02, eta: 16:50:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1385, loss: 2.1385 2020-06-25 02:48:27,269 - mmaction - INFO - Epoch [6][1840/3757] lr: 2.000e-02, eta: 16:49:43, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4694, loss: 2.4694 2020-06-25 02:48:33,218 - mmaction - INFO - Epoch [6][1860/3757] lr: 2.000e-02, eta: 16:49:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4101, loss: 2.4101 2020-06-25 02:48:39,217 - mmaction - INFO - Epoch [6][1880/3757] lr: 2.000e-02, eta: 16:49:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.4015, loss: 2.4015 2020-06-25 02:48:45,212 - mmaction - INFO - Epoch [6][1900/3757] lr: 2.000e-02, eta: 16:48:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7750, loss_cls: 2.2422, loss: 2.2422 2020-06-25 02:48:51,225 - mmaction - INFO - Epoch [6][1920/3757] lr: 2.000e-02, eta: 16:48:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4217, loss: 2.4217 2020-06-25 02:48:57,220 - mmaction - INFO - Epoch [6][1940/3757] lr: 2.000e-02, eta: 16:48:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.2391, loss: 2.2391 2020-06-25 02:49:03,236 - mmaction - INFO - Epoch [6][1960/3757] lr: 2.000e-02, eta: 16:47:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2078, loss: 2.2078 2020-06-25 02:49:09,233 - mmaction - INFO - Epoch [6][1980/3757] lr: 2.000e-02, eta: 16:47:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.2386, loss: 2.2386 2020-06-25 02:49:15,268 - mmaction - INFO - Epoch [6][2000/3757] lr: 2.000e-02, eta: 16:47:25, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0134, loss: 2.0134 2020-06-25 02:49:21,255 - mmaction - INFO - Epoch [6][2020/3757] lr: 2.000e-02, eta: 16:47:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4068, loss: 2.4068 2020-06-25 02:49:27,266 - mmaction - INFO - Epoch [6][2040/3757] lr: 2.000e-02, eta: 16:46:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.3690, loss: 2.3690 2020-06-25 02:49:33,265 - mmaction - INFO - Epoch [6][2060/3757] lr: 2.000e-02, eta: 16:46:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1195, loss: 2.1195 2020-06-25 02:49:39,259 - mmaction - INFO - Epoch [6][2080/3757] lr: 2.000e-02, eta: 16:46:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2671, loss: 2.2671 2020-06-25 02:49:45,284 - mmaction - INFO - Epoch [6][2100/3757] lr: 2.000e-02, eta: 16:46:00, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.6170, loss: 2.6170 2020-06-25 02:49:51,282 - mmaction - INFO - Epoch [6][2120/3757] lr: 2.000e-02, eta: 16:45:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2087, loss: 2.2087 2020-06-25 02:49:57,297 - mmaction - INFO - Epoch [6][2140/3757] lr: 2.000e-02, eta: 16:45:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3774, loss: 2.3774 2020-06-25 02:50:03,436 - mmaction - INFO - Epoch [6][2160/3757] lr: 2.000e-02, eta: 16:45:10, time: 0.308, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.3597, loss: 2.3597 2020-06-25 02:50:09,408 - mmaction - INFO - Epoch [6][2180/3757] lr: 2.000e-02, eta: 16:44:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7250, loss_cls: 2.3405, loss: 2.3405 2020-06-25 02:50:15,392 - mmaction - INFO - Epoch [6][2200/3757] lr: 2.000e-02, eta: 16:44:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.3697, loss: 2.3697 2020-06-25 02:50:21,394 - mmaction - INFO - Epoch [6][2220/3757] lr: 2.000e-02, eta: 16:44:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7500, loss_cls: 2.4218, loss: 2.4218 2020-06-25 02:50:27,390 - mmaction - INFO - Epoch [6][2240/3757] lr: 2.000e-02, eta: 16:44:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2240, loss: 2.2240 2020-06-25 02:50:33,388 - mmaction - INFO - Epoch [6][2260/3757] lr: 2.000e-02, eta: 16:43:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9251, loss: 1.9251 2020-06-25 02:50:39,374 - mmaction - INFO - Epoch [6][2280/3757] lr: 2.000e-02, eta: 16:43:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.1891, loss: 2.1891 2020-06-25 02:50:45,357 - mmaction - INFO - Epoch [6][2300/3757] lr: 2.000e-02, eta: 16:43:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3730, loss: 2.3730 2020-06-25 02:50:51,349 - mmaction - INFO - Epoch [6][2320/3757] lr: 2.000e-02, eta: 16:42:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1516, loss: 2.1516 2020-06-25 02:51:06,490 - mmaction - INFO - Epoch [6][2340/3757] lr: 2.000e-02, eta: 16:43:49, time: 0.757, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3319, loss: 2.3319 2020-06-25 02:51:12,501 - mmaction - INFO - Epoch [6][2360/3757] lr: 2.000e-02, eta: 16:43:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3494, loss: 2.3494 2020-06-25 02:51:18,506 - mmaction - INFO - Epoch [6][2380/3757] lr: 2.000e-02, eta: 16:43:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1966, loss: 2.1966 2020-06-25 02:51:24,490 - mmaction - INFO - Epoch [6][2400/3757] lr: 2.000e-02, eta: 16:42:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.1570, loss: 2.1570 2020-06-25 02:51:30,476 - mmaction - INFO - Epoch [6][2420/3757] lr: 2.000e-02, eta: 16:42:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9066, loss: 1.9066 2020-06-25 02:51:36,461 - mmaction - INFO - Epoch [6][2440/3757] lr: 2.000e-02, eta: 16:42:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1702, loss: 2.1702 2020-06-25 02:51:42,442 - mmaction - INFO - Epoch [6][2460/3757] lr: 2.000e-02, eta: 16:42:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3104, loss: 2.3104 2020-06-25 02:51:48,429 - mmaction - INFO - Epoch [6][2480/3757] lr: 2.000e-02, eta: 16:41:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1878, loss: 2.1878 2020-06-25 02:51:54,430 - mmaction - INFO - Epoch [6][2500/3757] lr: 2.000e-02, eta: 16:41:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4831, loss: 2.4831 2020-06-25 02:52:00,431 - mmaction - INFO - Epoch [6][2520/3757] lr: 2.000e-02, eta: 16:41:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.2711, loss: 2.2711 2020-06-25 02:52:06,440 - mmaction - INFO - Epoch [6][2540/3757] lr: 2.000e-02, eta: 16:41:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0537, loss: 2.0537 2020-06-25 02:52:12,473 - mmaction - INFO - Epoch [6][2560/3757] lr: 2.000e-02, eta: 16:40:44, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2859, loss: 2.2859 2020-06-25 02:52:18,426 - mmaction - INFO - Epoch [6][2580/3757] lr: 2.000e-02, eta: 16:40:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1091, loss: 2.1091 2020-06-25 02:52:24,446 - mmaction - INFO - Epoch [6][2600/3757] lr: 2.000e-02, eta: 16:40:11, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.3305, loss: 2.3305 2020-06-25 02:52:30,412 - mmaction - INFO - Epoch [6][2620/3757] lr: 2.000e-02, eta: 16:39:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2557, loss: 2.2557 2020-06-25 02:52:36,448 - mmaction - INFO - Epoch [6][2640/3757] lr: 2.000e-02, eta: 16:39:38, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6575, loss: 2.6575 2020-06-25 02:52:42,429 - mmaction - INFO - Epoch [6][2660/3757] lr: 2.000e-02, eta: 16:39:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.3172, loss: 2.3172 2020-06-25 02:52:48,419 - mmaction - INFO - Epoch [6][2680/3757] lr: 2.000e-02, eta: 16:39:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1309, loss: 2.1309 2020-06-25 02:52:54,420 - mmaction - INFO - Epoch [6][2700/3757] lr: 2.000e-02, eta: 16:38:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0799, loss: 2.0799 2020-06-25 02:53:00,419 - mmaction - INFO - Epoch [6][2720/3757] lr: 2.000e-02, eta: 16:38:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2536, loss: 2.2536 2020-06-25 02:53:06,406 - mmaction - INFO - Epoch [6][2740/3757] lr: 2.000e-02, eta: 16:38:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.2956, loss: 2.2956 2020-06-25 02:53:12,416 - mmaction - INFO - Epoch [6][2760/3757] lr: 2.000e-02, eta: 16:37:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2281, loss: 2.2281 2020-06-25 02:53:18,420 - mmaction - INFO - Epoch [6][2780/3757] lr: 2.000e-02, eta: 16:37:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7562, loss_cls: 2.4168, loss: 2.4168 2020-06-25 02:53:24,415 - mmaction - INFO - Epoch [6][2800/3757] lr: 2.000e-02, eta: 16:37:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0741, loss: 2.0741 2020-06-25 02:53:30,410 - mmaction - INFO - Epoch [6][2820/3757] lr: 2.000e-02, eta: 16:37:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.1492, loss: 2.1492 2020-06-25 02:53:36,420 - mmaction - INFO - Epoch [6][2840/3757] lr: 2.000e-02, eta: 16:36:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1383, loss: 2.1383 2020-06-25 02:53:42,416 - mmaction - INFO - Epoch [6][2860/3757] lr: 2.000e-02, eta: 16:36:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2470, loss: 2.2470 2020-06-25 02:53:48,417 - mmaction - INFO - Epoch [6][2880/3757] lr: 2.000e-02, eta: 16:36:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1109, loss: 2.1109 2020-06-25 02:53:54,390 - mmaction - INFO - Epoch [6][2900/3757] lr: 2.000e-02, eta: 16:36:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3527, loss: 2.3527 2020-06-25 02:54:00,403 - mmaction - INFO - Epoch [6][2920/3757] lr: 2.000e-02, eta: 16:35:47, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.2974, loss: 2.2974 2020-06-25 02:54:06,413 - mmaction - INFO - Epoch [6][2940/3757] lr: 2.000e-02, eta: 16:35:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4346, loss: 2.4346 2020-06-25 02:54:12,379 - mmaction - INFO - Epoch [6][2960/3757] lr: 2.000e-02, eta: 16:35:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1670, loss: 2.1670 2020-06-25 02:54:18,369 - mmaction - INFO - Epoch [6][2980/3757] lr: 2.000e-02, eta: 16:34:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.2902, loss: 2.2902 2020-06-25 02:54:24,363 - mmaction - INFO - Epoch [6][3000/3757] lr: 2.000e-02, eta: 16:34:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1241, loss: 2.1241 2020-06-25 02:54:30,391 - mmaction - INFO - Epoch [6][3020/3757] lr: 2.000e-02, eta: 16:34:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3188, loss: 2.3188 2020-06-25 02:54:36,376 - mmaction - INFO - Epoch [6][3040/3757] lr: 2.000e-02, eta: 16:34:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.5570, loss: 2.5570 2020-06-25 02:54:42,361 - mmaction - INFO - Epoch [6][3060/3757] lr: 2.000e-02, eta: 16:33:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3022, loss: 2.3022 2020-06-25 02:54:48,357 - mmaction - INFO - Epoch [6][3080/3757] lr: 2.000e-02, eta: 16:33:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3620, loss: 2.3620 2020-06-25 02:54:54,366 - mmaction - INFO - Epoch [6][3100/3757] lr: 2.000e-02, eta: 16:33:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.2243, loss: 2.2243 2020-06-25 02:55:00,363 - mmaction - INFO - Epoch [6][3120/3757] lr: 2.000e-02, eta: 16:33:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1493, loss: 2.1493 2020-06-25 02:55:06,352 - mmaction - INFO - Epoch [6][3140/3757] lr: 2.000e-02, eta: 16:32:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7875, loss_cls: 2.2303, loss: 2.2303 2020-06-25 02:55:12,322 - mmaction - INFO - Epoch [6][3160/3757] lr: 2.000e-02, eta: 16:32:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.3148, loss: 2.3148 2020-06-25 02:55:18,357 - mmaction - INFO - Epoch [6][3180/3757] lr: 2.000e-02, eta: 16:32:16, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.5029, loss: 2.5029 2020-06-25 02:55:24,335 - mmaction - INFO - Epoch [6][3200/3757] lr: 2.000e-02, eta: 16:32:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2976, loss: 2.2976 2020-06-25 02:55:30,329 - mmaction - INFO - Epoch [6][3220/3757] lr: 2.000e-02, eta: 16:31:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.5539, loss: 2.5539 2020-06-25 02:55:36,327 - mmaction - INFO - Epoch [6][3240/3757] lr: 2.000e-02, eta: 16:31:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.3570, loss: 2.3570 2020-06-25 02:55:42,319 - mmaction - INFO - Epoch [6][3260/3757] lr: 2.000e-02, eta: 16:31:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4196, loss: 2.4196 2020-06-25 02:55:48,324 - mmaction - INFO - Epoch [6][3280/3757] lr: 2.000e-02, eta: 16:30:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3750, top5_acc: 0.7375, loss_cls: 2.2379, loss: 2.2379 2020-06-25 02:55:54,316 - mmaction - INFO - Epoch [6][3300/3757] lr: 2.000e-02, eta: 16:30:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3625, top5_acc: 0.6500, loss_cls: 2.5499, loss: 2.5499 2020-06-25 02:56:00,326 - mmaction - INFO - Epoch [6][3320/3757] lr: 2.000e-02, eta: 16:30:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1858, loss: 2.1858 2020-06-25 02:56:06,335 - mmaction - INFO - Epoch [6][3340/3757] lr: 2.000e-02, eta: 16:30:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0065, loss: 2.0065 2020-06-25 02:56:12,325 - mmaction - INFO - Epoch [6][3360/3757] lr: 2.000e-02, eta: 16:29:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5916, loss: 2.5916 2020-06-25 02:56:18,325 - mmaction - INFO - Epoch [6][3380/3757] lr: 2.000e-02, eta: 16:29:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3578, loss: 2.3578 2020-06-25 02:56:24,279 - mmaction - INFO - Epoch [6][3400/3757] lr: 2.000e-02, eta: 16:29:20, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9652, loss: 1.9652 2020-06-25 02:56:30,259 - mmaction - INFO - Epoch [6][3420/3757] lr: 2.000e-02, eta: 16:29:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1966, loss: 2.1966 2020-06-25 02:56:36,249 - mmaction - INFO - Epoch [6][3440/3757] lr: 2.000e-02, eta: 16:28:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3001, loss: 2.3001 2020-06-25 02:56:42,290 - mmaction - INFO - Epoch [6][3460/3757] lr: 2.000e-02, eta: 16:28:32, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2284, loss: 2.2284 2020-06-25 02:56:48,280 - mmaction - INFO - Epoch [6][3480/3757] lr: 2.000e-02, eta: 16:28:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5838, loss: 2.5838 2020-06-25 02:56:54,275 - mmaction - INFO - Epoch [6][3500/3757] lr: 2.000e-02, eta: 16:28:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3486, loss: 2.3486 2020-06-25 02:57:00,256 - mmaction - INFO - Epoch [6][3520/3757] lr: 2.000e-02, eta: 16:27:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2329, loss: 2.2329 2020-06-25 02:57:06,246 - mmaction - INFO - Epoch [6][3540/3757] lr: 2.000e-02, eta: 16:27:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2145, loss: 2.2145 2020-06-25 02:57:12,241 - mmaction - INFO - Epoch [6][3560/3757] lr: 2.000e-02, eta: 16:27:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.4082, loss: 2.4082 2020-06-25 02:57:18,195 - mmaction - INFO - Epoch [6][3580/3757] lr: 2.000e-02, eta: 16:26:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3750, loss: 2.3750 2020-06-25 02:57:24,165 - mmaction - INFO - Epoch [6][3600/3757] lr: 2.000e-02, eta: 16:26:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1208, loss: 2.1208 2020-06-25 02:57:30,151 - mmaction - INFO - Epoch [6][3620/3757] lr: 2.000e-02, eta: 16:26:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6562, loss_cls: 2.3716, loss: 2.3716 2020-06-25 02:57:36,113 - mmaction - INFO - Epoch [6][3640/3757] lr: 2.000e-02, eta: 16:26:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1819, loss: 2.1819 2020-06-25 02:57:42,103 - mmaction - INFO - Epoch [6][3660/3757] lr: 2.000e-02, eta: 16:25:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2316, loss: 2.2316 2020-06-25 02:57:48,117 - mmaction - INFO - Epoch [6][3680/3757] lr: 2.000e-02, eta: 16:25:38, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0143, loss: 2.0143 2020-06-25 02:57:54,121 - mmaction - INFO - Epoch [6][3700/3757] lr: 2.000e-02, eta: 16:25:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3184, loss: 2.3184 2020-06-25 02:58:00,109 - mmaction - INFO - Epoch [6][3720/3757] lr: 2.000e-02, eta: 16:25:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6190, loss: 2.6190 2020-06-25 02:58:06,121 - mmaction - INFO - Epoch [6][3740/3757] lr: 2.000e-02, eta: 16:24:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0624, loss: 2.0624 2020-06-25 03:01:55,092 - mmaction - INFO - Epoch [7][20/3757] lr: 2.000e-02, eta: 16:49:33, time: 10.867, data_time: 10.454, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.2843, loss: 2.2843 2020-06-25 03:02:01,160 - mmaction - INFO - Epoch [7][40/3757] lr: 2.000e-02, eta: 16:49:17, time: 0.305, data_time: 0.005, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2921, loss: 2.2921 2020-06-25 03:02:07,178 - mmaction - INFO - Epoch [7][60/3757] lr: 2.000e-02, eta: 16:49:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.2208, loss: 2.2208 2020-06-25 03:02:13,148 - mmaction - INFO - Epoch [7][80/3757] lr: 2.000e-02, eta: 16:48:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1308, loss: 2.1308 2020-06-25 03:02:19,133 - mmaction - INFO - Epoch [7][100/3757] lr: 2.000e-02, eta: 16:48:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.2299, loss: 2.2299 2020-06-25 03:02:25,131 - mmaction - INFO - Epoch [7][120/3757] lr: 2.000e-02, eta: 16:48:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3329, loss: 2.3329 2020-06-25 03:02:31,142 - mmaction - INFO - Epoch [7][140/3757] lr: 2.000e-02, eta: 16:47:52, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2261, loss: 2.2261 2020-06-25 03:02:37,133 - mmaction - INFO - Epoch [7][160/3757] lr: 2.000e-02, eta: 16:47:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6937, loss_cls: 2.5250, loss: 2.5250 2020-06-25 03:02:43,124 - mmaction - INFO - Epoch [7][180/3757] lr: 2.000e-02, eta: 16:47:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0380, loss: 2.0380 2020-06-25 03:02:49,105 - mmaction - INFO - Epoch [7][200/3757] lr: 2.000e-02, eta: 16:47:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.3480, loss: 2.3480 2020-06-25 03:02:55,083 - mmaction - INFO - Epoch [7][220/3757] lr: 2.000e-02, eta: 16:46:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.5720, loss: 2.5720 2020-06-25 03:03:01,064 - mmaction - INFO - Epoch [7][240/3757] lr: 2.000e-02, eta: 16:46:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.2020, loss: 2.2020 2020-06-25 03:03:07,056 - mmaction - INFO - Epoch [7][260/3757] lr: 2.000e-02, eta: 16:46:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3600, loss: 2.3600 2020-06-25 03:03:13,067 - mmaction - INFO - Epoch [7][280/3757] lr: 2.000e-02, eta: 16:45:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7875, loss_cls: 2.0835, loss: 2.0835 2020-06-25 03:03:19,081 - mmaction - INFO - Epoch [7][300/3757] lr: 2.000e-02, eta: 16:45:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6397, loss: 2.6397 2020-06-25 03:03:25,083 - mmaction - INFO - Epoch [7][320/3757] lr: 2.000e-02, eta: 16:45:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6494, loss: 2.6494 2020-06-25 03:03:31,062 - mmaction - INFO - Epoch [7][340/3757] lr: 2.000e-02, eta: 16:45:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.2583, loss: 2.2583 2020-06-25 03:03:37,087 - mmaction - INFO - Epoch [7][360/3757] lr: 2.000e-02, eta: 16:44:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2795, loss: 2.2795 2020-06-25 03:03:43,085 - mmaction - INFO - Epoch [7][380/3757] lr: 2.000e-02, eta: 16:44:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3481, loss: 2.3481 2020-06-25 03:03:49,064 - mmaction - INFO - Epoch [7][400/3757] lr: 2.000e-02, eta: 16:44:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3959, loss: 2.3959 2020-06-25 03:03:55,061 - mmaction - INFO - Epoch [7][420/3757] lr: 2.000e-02, eta: 16:43:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3093, loss: 2.3093 2020-06-25 03:04:01,019 - mmaction - INFO - Epoch [7][440/3757] lr: 2.000e-02, eta: 16:43:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7562, loss_cls: 2.3910, loss: 2.3910 2020-06-25 03:04:07,035 - mmaction - INFO - Epoch [7][460/3757] lr: 2.000e-02, eta: 16:43:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1261, loss: 2.1261 2020-06-25 03:04:13,022 - mmaction - INFO - Epoch [7][480/3757] lr: 2.000e-02, eta: 16:43:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1614, loss: 2.1614 2020-06-25 03:04:19,005 - mmaction - INFO - Epoch [7][500/3757] lr: 2.000e-02, eta: 16:42:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0874, loss: 2.0874 2020-06-25 03:04:24,992 - mmaction - INFO - Epoch [7][520/3757] lr: 2.000e-02, eta: 16:42:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3150, loss: 2.3150 2020-06-25 03:04:30,988 - mmaction - INFO - Epoch [7][540/3757] lr: 2.000e-02, eta: 16:42:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4002, loss: 2.4002 2020-06-25 03:04:36,986 - mmaction - INFO - Epoch [7][560/3757] lr: 2.000e-02, eta: 16:41:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.5778, loss: 2.5778 2020-06-25 03:04:42,956 - mmaction - INFO - Epoch [7][580/3757] lr: 2.000e-02, eta: 16:41:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4832, loss: 2.4832 2020-06-25 03:04:48,982 - mmaction - INFO - Epoch [7][600/3757] lr: 2.000e-02, eta: 16:41:26, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2164, loss: 2.2164 2020-06-25 03:04:54,975 - mmaction - INFO - Epoch [7][620/3757] lr: 2.000e-02, eta: 16:41:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.1081, loss: 2.1081 2020-06-25 03:05:00,957 - mmaction - INFO - Epoch [7][640/3757] lr: 2.000e-02, eta: 16:40:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.8104, loss: 1.8104 2020-06-25 03:05:07,221 - mmaction - INFO - Epoch [7][660/3757] lr: 2.000e-02, eta: 16:40:38, time: 0.313, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.2732, loss: 2.2732 2020-06-25 03:05:13,209 - mmaction - INFO - Epoch [7][680/3757] lr: 2.000e-02, eta: 16:40:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.4899, loss: 2.4899 2020-06-25 03:05:19,207 - mmaction - INFO - Epoch [7][700/3757] lr: 2.000e-02, eta: 16:40:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5390, loss: 2.5390 2020-06-25 03:05:25,200 - mmaction - INFO - Epoch [7][720/3757] lr: 2.000e-02, eta: 16:39:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3132, loss: 2.3132 2020-06-25 03:05:31,217 - mmaction - INFO - Epoch [7][740/3757] lr: 2.000e-02, eta: 16:39:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.1842, loss: 2.1842 2020-06-25 03:05:37,182 - mmaction - INFO - Epoch [7][760/3757] lr: 2.000e-02, eta: 16:39:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0927, loss: 2.0927 2020-06-25 03:05:43,166 - mmaction - INFO - Epoch [7][780/3757] lr: 2.000e-02, eta: 16:38:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.2735, loss: 2.2735 2020-06-25 03:05:49,138 - mmaction - INFO - Epoch [7][800/3757] lr: 2.000e-02, eta: 16:38:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2632, loss: 2.2632 2020-06-25 03:05:55,100 - mmaction - INFO - Epoch [7][820/3757] lr: 2.000e-02, eta: 16:38:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.2777, loss: 2.2777 2020-06-25 03:06:01,071 - mmaction - INFO - Epoch [7][840/3757] lr: 2.000e-02, eta: 16:38:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2974, loss: 2.2974 2020-06-25 03:06:07,065 - mmaction - INFO - Epoch [7][860/3757] lr: 2.000e-02, eta: 16:37:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4685, loss: 2.4685 2020-06-25 03:06:13,056 - mmaction - INFO - Epoch [7][880/3757] lr: 2.000e-02, eta: 16:37:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2281, loss: 2.2281 2020-06-25 03:06:19,049 - mmaction - INFO - Epoch [7][900/3757] lr: 2.000e-02, eta: 16:37:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.1155, loss: 2.1155 2020-06-25 03:06:25,029 - mmaction - INFO - Epoch [7][920/3757] lr: 2.000e-02, eta: 16:37:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7812, loss_cls: 2.1026, loss: 2.1026 2020-06-25 03:06:31,023 - mmaction - INFO - Epoch [7][940/3757] lr: 2.000e-02, eta: 16:36:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2153, loss: 2.2153 2020-06-25 03:06:37,028 - mmaction - INFO - Epoch [7][960/3757] lr: 2.000e-02, eta: 16:36:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.0704, loss: 2.0704 2020-06-25 03:06:43,002 - mmaction - INFO - Epoch [7][980/3757] lr: 2.000e-02, eta: 16:36:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2421, loss: 2.2421 2020-06-25 03:06:48,996 - mmaction - INFO - Epoch [7][1000/3757] lr: 2.000e-02, eta: 16:35:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7812, loss_cls: 2.0233, loss: 2.0233 2020-06-25 03:06:54,965 - mmaction - INFO - Epoch [7][1020/3757] lr: 2.000e-02, eta: 16:35:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1427, loss: 2.1427 2020-06-25 03:07:00,971 - mmaction - INFO - Epoch [7][1040/3757] lr: 2.000e-02, eta: 16:35:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2136, loss: 2.2136 2020-06-25 03:07:06,978 - mmaction - INFO - Epoch [7][1060/3757] lr: 2.000e-02, eta: 16:35:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0831, loss: 2.0831 2020-06-25 03:07:12,977 - mmaction - INFO - Epoch [7][1080/3757] lr: 2.000e-02, eta: 16:34:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 1.9403, loss: 1.9403 2020-06-25 03:07:18,965 - mmaction - INFO - Epoch [7][1100/3757] lr: 2.000e-02, eta: 16:34:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1883, loss: 2.1883 2020-06-25 03:07:24,972 - mmaction - INFO - Epoch [7][1120/3757] lr: 2.000e-02, eta: 16:34:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3302, loss: 2.3302 2020-06-25 03:07:30,988 - mmaction - INFO - Epoch [7][1140/3757] lr: 2.000e-02, eta: 16:34:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3086, loss: 2.3086 2020-06-25 03:07:36,967 - mmaction - INFO - Epoch [7][1160/3757] lr: 2.000e-02, eta: 16:33:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9271, loss: 1.9271 2020-06-25 03:07:42,971 - mmaction - INFO - Epoch [7][1180/3757] lr: 2.000e-02, eta: 16:33:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1259, loss: 2.1259 2020-06-25 03:07:48,950 - mmaction - INFO - Epoch [7][1200/3757] lr: 2.000e-02, eta: 16:33:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9841, loss: 1.9841 2020-06-25 03:07:54,956 - mmaction - INFO - Epoch [7][1220/3757] lr: 2.000e-02, eta: 16:33:02, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1805, loss: 2.1805 2020-06-25 03:08:00,968 - mmaction - INFO - Epoch [7][1240/3757] lr: 2.000e-02, eta: 16:32:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6438, loss_cls: 2.4794, loss: 2.4794 2020-06-25 03:08:07,377 - mmaction - INFO - Epoch [7][1260/3757] lr: 2.000e-02, eta: 16:32:33, time: 0.321, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.0703, loss: 2.0703 2020-06-25 03:08:13,389 - mmaction - INFO - Epoch [7][1280/3757] lr: 2.000e-02, eta: 16:32:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 1.9653, loss: 1.9653 2020-06-25 03:08:19,407 - mmaction - INFO - Epoch [7][1300/3757] lr: 2.000e-02, eta: 16:32:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7312, loss_cls: 2.2978, loss: 2.2978 2020-06-25 03:08:25,403 - mmaction - INFO - Epoch [7][1320/3757] lr: 2.000e-02, eta: 16:31:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2053, loss: 2.2053 2020-06-25 03:08:31,411 - mmaction - INFO - Epoch [7][1340/3757] lr: 2.000e-02, eta: 16:31:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0976, loss: 2.0976 2020-06-25 03:08:37,414 - mmaction - INFO - Epoch [7][1360/3757] lr: 2.000e-02, eta: 16:31:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4887, loss: 2.4887 2020-06-25 03:08:43,389 - mmaction - INFO - Epoch [7][1380/3757] lr: 2.000e-02, eta: 16:30:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.2117, loss: 2.2117 2020-06-25 03:08:49,389 - mmaction - INFO - Epoch [7][1400/3757] lr: 2.000e-02, eta: 16:30:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9595, loss: 1.9595 2020-06-25 03:08:55,377 - mmaction - INFO - Epoch [7][1420/3757] lr: 2.000e-02, eta: 16:30:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0691, loss: 2.0691 2020-06-25 03:09:01,373 - mmaction - INFO - Epoch [7][1440/3757] lr: 2.000e-02, eta: 16:30:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1620, loss: 2.1620 2020-06-25 03:09:07,383 - mmaction - INFO - Epoch [7][1460/3757] lr: 2.000e-02, eta: 16:29:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1977, loss: 2.1977 2020-06-25 03:09:13,362 - mmaction - INFO - Epoch [7][1480/3757] lr: 2.000e-02, eta: 16:29:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.4807, loss: 2.4807 2020-06-25 03:09:19,371 - mmaction - INFO - Epoch [7][1500/3757] lr: 2.000e-02, eta: 16:29:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.4174, loss: 2.4174 2020-06-25 03:09:25,419 - mmaction - INFO - Epoch [7][1520/3757] lr: 2.000e-02, eta: 16:29:07, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4623, loss: 2.4623 2020-06-25 03:09:31,409 - mmaction - INFO - Epoch [7][1540/3757] lr: 2.000e-02, eta: 16:28:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2010, loss: 2.2010 2020-06-25 03:09:37,385 - mmaction - INFO - Epoch [7][1560/3757] lr: 2.000e-02, eta: 16:28:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0840, loss: 2.0840 2020-06-25 03:09:43,373 - mmaction - INFO - Epoch [7][1580/3757] lr: 2.000e-02, eta: 16:28:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.3905, loss: 2.3905 2020-06-25 03:09:49,367 - mmaction - INFO - Epoch [7][1600/3757] lr: 2.000e-02, eta: 16:28:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1037, loss: 2.1037 2020-06-25 03:09:55,366 - mmaction - INFO - Epoch [7][1620/3757] lr: 2.000e-02, eta: 16:27:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9469, loss: 1.9469 2020-06-25 03:10:01,608 - mmaction - INFO - Epoch [7][1640/3757] lr: 2.000e-02, eta: 16:27:34, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.5239, loss: 2.5239 2020-06-25 03:10:07,572 - mmaction - INFO - Epoch [7][1660/3757] lr: 2.000e-02, eta: 16:27:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.0935, loss: 2.0935 2020-06-25 03:10:13,553 - mmaction - INFO - Epoch [7][1680/3757] lr: 2.000e-02, eta: 16:27:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1512, loss: 2.1512 2020-06-25 03:10:19,562 - mmaction - INFO - Epoch [7][1700/3757] lr: 2.000e-02, eta: 16:26:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.7329, loss: 2.7329 2020-06-25 03:10:25,560 - mmaction - INFO - Epoch [7][1720/3757] lr: 2.000e-02, eta: 16:26:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1665, loss: 2.1665 2020-06-25 03:10:31,562 - mmaction - INFO - Epoch [7][1740/3757] lr: 2.000e-02, eta: 16:26:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.1868, loss: 2.1868 2020-06-25 03:10:37,540 - mmaction - INFO - Epoch [7][1760/3757] lr: 2.000e-02, eta: 16:26:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1542, loss: 2.1542 2020-06-25 03:10:43,496 - mmaction - INFO - Epoch [7][1780/3757] lr: 2.000e-02, eta: 16:25:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6224, loss: 2.6224 2020-06-25 03:10:49,502 - mmaction - INFO - Epoch [7][1800/3757] lr: 2.000e-02, eta: 16:25:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0280, loss: 2.0280 2020-06-25 03:10:55,505 - mmaction - INFO - Epoch [7][1820/3757] lr: 2.000e-02, eta: 16:25:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3279, loss: 2.3279 2020-06-25 03:11:01,526 - mmaction - INFO - Epoch [7][1840/3757] lr: 2.000e-02, eta: 16:24:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1910, loss: 2.1910 2020-06-25 03:11:07,538 - mmaction - INFO - Epoch [7][1860/3757] lr: 2.000e-02, eta: 16:24:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1842, loss: 2.1842 2020-06-25 03:11:13,539 - mmaction - INFO - Epoch [7][1880/3757] lr: 2.000e-02, eta: 16:24:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.3077, loss: 2.3077 2020-06-25 03:11:19,539 - mmaction - INFO - Epoch [7][1900/3757] lr: 2.000e-02, eta: 16:24:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2972, loss: 2.2972 2020-06-25 03:11:25,531 - mmaction - INFO - Epoch [7][1920/3757] lr: 2.000e-02, eta: 16:23:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3218, loss: 2.3218 2020-06-25 03:11:31,581 - mmaction - INFO - Epoch [7][1940/3757] lr: 2.000e-02, eta: 16:23:41, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.1928, loss: 2.1928 2020-06-25 03:11:37,572 - mmaction - INFO - Epoch [7][1960/3757] lr: 2.000e-02, eta: 16:23:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1437, loss: 2.1437 2020-06-25 03:11:43,536 - mmaction - INFO - Epoch [7][1980/3757] lr: 2.000e-02, eta: 16:23:10, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7875, loss_cls: 2.0734, loss: 2.0734 2020-06-25 03:11:50,591 - mmaction - INFO - Epoch [7][2000/3757] lr: 2.000e-02, eta: 16:23:02, time: 0.353, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9688, loss: 1.9688 2020-06-25 03:11:56,584 - mmaction - INFO - Epoch [7][2020/3757] lr: 2.000e-02, eta: 16:22:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1909, loss: 2.1909 2020-06-25 03:12:02,601 - mmaction - INFO - Epoch [7][2040/3757] lr: 2.000e-02, eta: 16:22:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1937, loss: 2.1937 2020-06-25 03:12:08,582 - mmaction - INFO - Epoch [7][2060/3757] lr: 2.000e-02, eta: 16:22:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1651, loss: 2.1651 2020-06-25 03:12:14,584 - mmaction - INFO - Epoch [7][2080/3757] lr: 2.000e-02, eta: 16:22:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1474, loss: 2.1474 2020-06-25 03:12:20,611 - mmaction - INFO - Epoch [7][2100/3757] lr: 2.000e-02, eta: 16:21:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1031, loss: 2.1031 2020-06-25 03:12:26,609 - mmaction - INFO - Epoch [7][2120/3757] lr: 2.000e-02, eta: 16:21:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4657, loss: 2.4657 2020-06-25 03:12:32,626 - mmaction - INFO - Epoch [7][2140/3757] lr: 2.000e-02, eta: 16:21:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.3879, loss: 2.3879 2020-06-25 03:12:38,614 - mmaction - INFO - Epoch [7][2160/3757] lr: 2.000e-02, eta: 16:21:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.1516, loss: 2.1516 2020-06-25 03:12:44,612 - mmaction - INFO - Epoch [7][2180/3757] lr: 2.000e-02, eta: 16:20:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0864, loss: 2.0864 2020-06-25 03:12:50,634 - mmaction - INFO - Epoch [7][2200/3757] lr: 2.000e-02, eta: 16:20:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4103, loss: 2.4103 2020-06-25 03:12:56,604 - mmaction - INFO - Epoch [7][2220/3757] lr: 2.000e-02, eta: 16:20:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3286, loss: 2.3286 2020-06-25 03:13:02,642 - mmaction - INFO - Epoch [7][2240/3757] lr: 2.000e-02, eta: 16:19:59, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3568, loss: 2.3568 2020-06-25 03:13:08,661 - mmaction - INFO - Epoch [7][2260/3757] lr: 2.000e-02, eta: 16:19:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3694, loss: 2.3694 2020-06-25 03:13:14,660 - mmaction - INFO - Epoch [7][2280/3757] lr: 2.000e-02, eta: 16:19:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.0628, loss: 2.0628 2020-06-25 03:13:20,630 - mmaction - INFO - Epoch [7][2300/3757] lr: 2.000e-02, eta: 16:19:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3104, loss: 2.3104 2020-06-25 03:13:26,631 - mmaction - INFO - Epoch [7][2320/3757] lr: 2.000e-02, eta: 16:18:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8735, loss: 1.8735 2020-06-25 03:13:32,652 - mmaction - INFO - Epoch [7][2340/3757] lr: 2.000e-02, eta: 16:18:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.2885, loss: 2.2885 2020-06-25 03:13:38,667 - mmaction - INFO - Epoch [7][2360/3757] lr: 2.000e-02, eta: 16:18:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2209, loss: 2.2209 2020-06-25 03:13:44,650 - mmaction - INFO - Epoch [7][2380/3757] lr: 2.000e-02, eta: 16:18:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0593, loss: 2.0593 2020-06-25 03:13:50,638 - mmaction - INFO - Epoch [7][2400/3757] lr: 2.000e-02, eta: 16:17:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1550, loss: 2.1550 2020-06-25 03:13:56,646 - mmaction - INFO - Epoch [7][2420/3757] lr: 2.000e-02, eta: 16:17:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3228, loss: 2.3228 2020-06-25 03:14:02,621 - mmaction - INFO - Epoch [7][2440/3757] lr: 2.000e-02, eta: 16:17:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3822, loss: 2.3822 2020-06-25 03:14:08,609 - mmaction - INFO - Epoch [7][2460/3757] lr: 2.000e-02, eta: 16:17:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1023, loss: 2.1023 2020-06-25 03:14:14,602 - mmaction - INFO - Epoch [7][2480/3757] lr: 2.000e-02, eta: 16:16:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0422, loss: 2.0422 2020-06-25 03:14:20,595 - mmaction - INFO - Epoch [7][2500/3757] lr: 2.000e-02, eta: 16:16:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.2552, loss: 2.2552 2020-06-25 03:14:26,633 - mmaction - INFO - Epoch [7][2520/3757] lr: 2.000e-02, eta: 16:16:28, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2901, loss: 2.2901 2020-06-25 03:14:32,627 - mmaction - INFO - Epoch [7][2540/3757] lr: 2.000e-02, eta: 16:16:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0831, loss: 2.0831 2020-06-25 03:14:38,658 - mmaction - INFO - Epoch [7][2560/3757] lr: 2.000e-02, eta: 16:15:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1454, loss: 2.1454 2020-06-25 03:14:44,664 - mmaction - INFO - Epoch [7][2580/3757] lr: 2.000e-02, eta: 16:15:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.9621, loss: 1.9621 2020-06-25 03:14:50,652 - mmaction - INFO - Epoch [7][2600/3757] lr: 2.000e-02, eta: 16:15:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.3280, loss: 2.3280 2020-06-25 03:14:56,658 - mmaction - INFO - Epoch [7][2620/3757] lr: 2.000e-02, eta: 16:15:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7750, loss_cls: 2.1074, loss: 2.1074 2020-06-25 03:15:02,644 - mmaction - INFO - Epoch [7][2640/3757] lr: 2.000e-02, eta: 16:14:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2497, loss: 2.2497 2020-06-25 03:15:08,639 - mmaction - INFO - Epoch [7][2660/3757] lr: 2.000e-02, eta: 16:14:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2004, loss: 2.2004 2020-06-25 03:15:14,622 - mmaction - INFO - Epoch [7][2680/3757] lr: 2.000e-02, eta: 16:14:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2147, loss: 2.2147 2020-06-25 03:15:20,613 - mmaction - INFO - Epoch [7][2700/3757] lr: 2.000e-02, eta: 16:14:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2951, loss: 2.2951 2020-06-25 03:15:26,585 - mmaction - INFO - Epoch [7][2720/3757] lr: 2.000e-02, eta: 16:13:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3786, loss: 2.3786 2020-06-25 03:15:32,563 - mmaction - INFO - Epoch [7][2740/3757] lr: 2.000e-02, eta: 16:13:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9840, loss: 1.9840 2020-06-25 03:15:38,541 - mmaction - INFO - Epoch [7][2760/3757] lr: 2.000e-02, eta: 16:13:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1107, loss: 2.1107 2020-06-25 03:15:44,560 - mmaction - INFO - Epoch [7][2780/3757] lr: 2.000e-02, eta: 16:13:14, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0445, loss: 2.0445 2020-06-25 03:15:50,538 - mmaction - INFO - Epoch [7][2800/3757] lr: 2.000e-02, eta: 16:12:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.3109, loss: 2.3109 2020-06-25 03:15:56,520 - mmaction - INFO - Epoch [7][2820/3757] lr: 2.000e-02, eta: 16:12:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.3189, loss: 2.3189 2020-06-25 03:16:02,511 - mmaction - INFO - Epoch [7][2840/3757] lr: 2.000e-02, eta: 16:12:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0625, loss: 2.0625 2020-06-25 03:16:08,528 - mmaction - INFO - Epoch [7][2860/3757] lr: 2.000e-02, eta: 16:12:14, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0107, loss: 2.0107 2020-06-25 03:16:14,522 - mmaction - INFO - Epoch [7][2880/3757] lr: 2.000e-02, eta: 16:12:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1712, loss: 2.1712 2020-06-25 03:16:20,501 - mmaction - INFO - Epoch [7][2900/3757] lr: 2.000e-02, eta: 16:11:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2933, loss: 2.2933 2020-06-25 03:16:26,466 - mmaction - INFO - Epoch [7][2920/3757] lr: 2.000e-02, eta: 16:11:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2558, loss: 2.2558 2020-06-25 03:16:32,462 - mmaction - INFO - Epoch [7][2940/3757] lr: 2.000e-02, eta: 16:11:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3757, loss: 2.3757 2020-06-25 03:16:38,458 - mmaction - INFO - Epoch [7][2960/3757] lr: 2.000e-02, eta: 16:11:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3300, loss: 2.3300 2020-06-25 03:16:44,464 - mmaction - INFO - Epoch [7][2980/3757] lr: 2.000e-02, eta: 16:10:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2468, loss: 2.2468 2020-06-25 03:16:50,460 - mmaction - INFO - Epoch [7][3000/3757] lr: 2.000e-02, eta: 16:10:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0749, loss: 2.0749 2020-06-25 03:17:00,871 - mmaction - INFO - Epoch [7][3020/3757] lr: 2.000e-02, eta: 16:10:45, time: 0.521, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9379, loss: 1.9379 2020-06-25 03:17:06,853 - mmaction - INFO - Epoch [7][3040/3757] lr: 2.000e-02, eta: 16:10:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9944, loss: 1.9944 2020-06-25 03:17:12,842 - mmaction - INFO - Epoch [7][3060/3757] lr: 2.000e-02, eta: 16:10:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2238, loss: 2.2238 2020-06-25 03:17:18,834 - mmaction - INFO - Epoch [7][3080/3757] lr: 2.000e-02, eta: 16:10:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8562, loss: 1.8562 2020-06-25 03:17:24,805 - mmaction - INFO - Epoch [7][3100/3757] lr: 2.000e-02, eta: 16:09:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2179, loss: 2.2179 2020-06-25 03:17:30,851 - mmaction - INFO - Epoch [7][3120/3757] lr: 2.000e-02, eta: 16:09:31, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4031, loss: 2.4031 2020-06-25 03:17:36,849 - mmaction - INFO - Epoch [7][3140/3757] lr: 2.000e-02, eta: 16:09:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3374, loss: 2.3374 2020-06-25 03:17:42,843 - mmaction - INFO - Epoch [7][3160/3757] lr: 2.000e-02, eta: 16:09:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2437, loss: 2.2437 2020-06-25 03:17:48,828 - mmaction - INFO - Epoch [7][3180/3757] lr: 2.000e-02, eta: 16:08:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4983, loss: 2.4983 2020-06-25 03:17:54,817 - mmaction - INFO - Epoch [7][3200/3757] lr: 2.000e-02, eta: 16:08:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3322, loss: 2.3322 2020-06-25 03:18:00,808 - mmaction - INFO - Epoch [7][3220/3757] lr: 2.000e-02, eta: 16:08:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1844, loss: 2.1844 2020-06-25 03:18:06,801 - mmaction - INFO - Epoch [7][3240/3757] lr: 2.000e-02, eta: 16:08:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2561, loss: 2.2561 2020-06-25 03:18:12,803 - mmaction - INFO - Epoch [7][3260/3757] lr: 2.000e-02, eta: 16:07:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.1728, loss: 2.1728 2020-06-25 03:18:18,780 - mmaction - INFO - Epoch [7][3280/3757] lr: 2.000e-02, eta: 16:07:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.9047, loss: 1.9047 2020-06-25 03:18:24,775 - mmaction - INFO - Epoch [7][3300/3757] lr: 2.000e-02, eta: 16:07:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0462, loss: 2.0462 2020-06-25 03:18:30,747 - mmaction - INFO - Epoch [7][3320/3757] lr: 2.000e-02, eta: 16:07:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1056, loss: 2.1056 2020-06-25 03:18:36,755 - mmaction - INFO - Epoch [7][3340/3757] lr: 2.000e-02, eta: 16:06:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.2397, loss: 2.2397 2020-06-25 03:18:42,744 - mmaction - INFO - Epoch [7][3360/3757] lr: 2.000e-02, eta: 16:06:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0527, loss: 2.0527 2020-06-25 03:18:48,731 - mmaction - INFO - Epoch [7][3380/3757] lr: 2.000e-02, eta: 16:06:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.3299, loss: 2.3299 2020-06-25 03:18:54,763 - mmaction - INFO - Epoch [7][3400/3757] lr: 2.000e-02, eta: 16:06:08, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.3894, loss: 2.3894 2020-06-25 03:19:00,774 - mmaction - INFO - Epoch [7][3420/3757] lr: 2.000e-02, eta: 16:05:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.2410, loss: 2.2410 2020-06-25 03:19:06,784 - mmaction - INFO - Epoch [7][3440/3757] lr: 2.000e-02, eta: 16:05:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2144, loss: 2.2144 2020-06-25 03:19:12,768 - mmaction - INFO - Epoch [7][3460/3757] lr: 2.000e-02, eta: 16:05:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.2893, loss: 2.2893 2020-06-25 03:19:18,766 - mmaction - INFO - Epoch [7][3480/3757] lr: 2.000e-02, eta: 16:05:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1061, loss: 2.1061 2020-06-25 03:19:24,772 - mmaction - INFO - Epoch [7][3500/3757] lr: 2.000e-02, eta: 16:04:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.6625, loss_cls: 2.3399, loss: 2.3399 2020-06-25 03:19:30,740 - mmaction - INFO - Epoch [7][3520/3757] lr: 2.000e-02, eta: 16:04:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0111, loss: 2.0111 2020-06-25 03:19:36,737 - mmaction - INFO - Epoch [7][3540/3757] lr: 2.000e-02, eta: 16:04:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9992, loss: 1.9992 2020-06-25 03:19:42,728 - mmaction - INFO - Epoch [7][3560/3757] lr: 2.000e-02, eta: 16:04:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2051, loss: 2.2051 2020-06-25 03:19:48,732 - mmaction - INFO - Epoch [7][3580/3757] lr: 2.000e-02, eta: 16:03:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.1551, loss: 2.1551 2020-06-25 03:19:54,735 - mmaction - INFO - Epoch [7][3600/3757] lr: 2.000e-02, eta: 16:03:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.2677, loss: 2.2677 2020-06-25 03:20:00,739 - mmaction - INFO - Epoch [7][3620/3757] lr: 2.000e-02, eta: 16:03:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.3992, loss: 2.3992 2020-06-25 03:20:06,723 - mmaction - INFO - Epoch [7][3640/3757] lr: 2.000e-02, eta: 16:03:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3421, loss: 2.3421 2020-06-25 03:20:12,738 - mmaction - INFO - Epoch [7][3660/3757] lr: 2.000e-02, eta: 16:03:01, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3606, loss: 2.3606 2020-06-25 03:20:18,745 - mmaction - INFO - Epoch [7][3680/3757] lr: 2.000e-02, eta: 16:02:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7937, loss_cls: 2.2756, loss: 2.2756 2020-06-25 03:20:24,738 - mmaction - INFO - Epoch [7][3700/3757] lr: 2.000e-02, eta: 16:02:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.1081, loss: 2.1081 2020-06-25 03:20:30,763 - mmaction - INFO - Epoch [7][3720/3757] lr: 2.000e-02, eta: 16:02:19, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8924, loss: 1.8924 2020-06-25 03:20:36,744 - mmaction - INFO - Epoch [7][3740/3757] lr: 2.000e-02, eta: 16:02:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.2186, loss: 2.2186 2020-06-25 03:23:35,739 - mmaction - INFO - Epoch [8][20/3757] lr: 2.000e-02, eta: 16:17:42, time: 8.408, data_time: 8.005, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1649, loss: 2.1649 2020-06-25 03:23:41,793 - mmaction - INFO - Epoch [8][40/3757] lr: 2.000e-02, eta: 16:17:28, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8502, loss: 1.8502 2020-06-25 03:23:47,775 - mmaction - INFO - Epoch [8][60/3757] lr: 2.000e-02, eta: 16:17:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1736, loss: 2.1736 2020-06-25 03:23:53,770 - mmaction - INFO - Epoch [8][80/3757] lr: 2.000e-02, eta: 16:16:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 2.1198, loss: 2.1198 2020-06-25 03:23:59,740 - mmaction - INFO - Epoch [8][100/3757] lr: 2.000e-02, eta: 16:16:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.1701, loss: 2.1701 2020-06-25 03:24:05,745 - mmaction - INFO - Epoch [8][120/3757] lr: 2.000e-02, eta: 16:16:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2126, loss: 2.2126 2020-06-25 03:24:11,703 - mmaction - INFO - Epoch [8][140/3757] lr: 2.000e-02, eta: 16:16:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0938, loss: 2.0938 2020-06-25 03:24:17,705 - mmaction - INFO - Epoch [8][160/3757] lr: 2.000e-02, eta: 16:15:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3661, loss: 2.3661 2020-06-25 03:24:23,692 - mmaction - INFO - Epoch [8][180/3757] lr: 2.000e-02, eta: 16:15:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2795, loss: 2.2795 2020-06-25 03:24:29,708 - mmaction - INFO - Epoch [8][200/3757] lr: 2.000e-02, eta: 16:15:28, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6687, loss_cls: 2.5588, loss: 2.5588 2020-06-25 03:24:35,710 - mmaction - INFO - Epoch [8][220/3757] lr: 2.000e-02, eta: 16:15:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.0784, loss: 2.0784 2020-06-25 03:24:41,727 - mmaction - INFO - Epoch [8][240/3757] lr: 2.000e-02, eta: 16:14:58, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9109, loss: 1.9109 2020-06-25 03:24:47,722 - mmaction - INFO - Epoch [8][260/3757] lr: 2.000e-02, eta: 16:14:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.0754, loss: 2.0754 2020-06-25 03:24:53,734 - mmaction - INFO - Epoch [8][280/3757] lr: 2.000e-02, eta: 16:14:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2820, loss: 2.2820 2020-06-25 03:24:59,730 - mmaction - INFO - Epoch [8][300/3757] lr: 2.000e-02, eta: 16:14:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1921, loss: 2.1921 2020-06-25 03:25:05,846 - mmaction - INFO - Epoch [8][320/3757] lr: 2.000e-02, eta: 16:13:59, time: 0.306, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3355, loss: 2.3355 2020-06-25 03:25:11,858 - mmaction - INFO - Epoch [8][340/3757] lr: 2.000e-02, eta: 16:13:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0608, loss: 2.0608 2020-06-25 03:25:17,832 - mmaction - INFO - Epoch [8][360/3757] lr: 2.000e-02, eta: 16:13:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.1256, loss: 2.1256 2020-06-25 03:25:23,811 - mmaction - INFO - Epoch [8][380/3757] lr: 2.000e-02, eta: 16:13:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5859, loss: 2.5859 2020-06-25 03:25:29,816 - mmaction - INFO - Epoch [8][400/3757] lr: 2.000e-02, eta: 16:13:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0923, loss: 2.0923 2020-06-25 03:25:35,804 - mmaction - INFO - Epoch [8][420/3757] lr: 2.000e-02, eta: 16:12:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0504, loss: 2.0504 2020-06-25 03:25:41,784 - mmaction - INFO - Epoch [8][440/3757] lr: 2.000e-02, eta: 16:12:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0999, loss: 2.0999 2020-06-25 03:25:47,764 - mmaction - INFO - Epoch [8][460/3757] lr: 2.000e-02, eta: 16:12:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0435, loss: 2.0435 2020-06-25 03:25:53,745 - mmaction - INFO - Epoch [8][480/3757] lr: 2.000e-02, eta: 16:12:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2135, loss: 2.2135 2020-06-25 03:25:59,756 - mmaction - INFO - Epoch [8][500/3757] lr: 2.000e-02, eta: 16:11:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3140, loss: 2.3140 2020-06-25 03:26:05,736 - mmaction - INFO - Epoch [8][520/3757] lr: 2.000e-02, eta: 16:11:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.3792, loss: 2.3792 2020-06-25 03:26:11,713 - mmaction - INFO - Epoch [8][540/3757] lr: 2.000e-02, eta: 16:11:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2822, loss: 2.2822 2020-06-25 03:26:17,699 - mmaction - INFO - Epoch [8][560/3757] lr: 2.000e-02, eta: 16:11:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7063, loss_cls: 2.1692, loss: 2.1692 2020-06-25 03:26:23,737 - mmaction - INFO - Epoch [8][580/3757] lr: 2.000e-02, eta: 16:10:47, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.2318, loss: 2.2318 2020-06-25 03:26:29,739 - mmaction - INFO - Epoch [8][600/3757] lr: 2.000e-02, eta: 16:10:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3569, loss: 2.3569 2020-06-25 03:26:35,744 - mmaction - INFO - Epoch [8][620/3757] lr: 2.000e-02, eta: 16:10:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4373, loss: 2.4373 2020-06-25 03:26:41,757 - mmaction - INFO - Epoch [8][640/3757] lr: 2.000e-02, eta: 16:10:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0829, loss: 2.0829 2020-06-25 03:26:47,752 - mmaction - INFO - Epoch [8][660/3757] lr: 2.000e-02, eta: 16:09:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545 2020-06-25 03:26:53,701 - mmaction - INFO - Epoch [8][680/3757] lr: 2.000e-02, eta: 16:09:34, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.2647, loss: 2.2647 2020-06-25 03:26:59,691 - mmaction - INFO - Epoch [8][700/3757] lr: 2.000e-02, eta: 16:09:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0552, loss: 2.0552 2020-06-25 03:27:05,677 - mmaction - INFO - Epoch [8][720/3757] lr: 2.000e-02, eta: 16:09:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2805, loss: 2.2805 2020-06-25 03:27:11,643 - mmaction - INFO - Epoch [8][740/3757] lr: 2.000e-02, eta: 16:08:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7438, loss_cls: 2.3458, loss: 2.3458 2020-06-25 03:27:17,642 - mmaction - INFO - Epoch [8][760/3757] lr: 2.000e-02, eta: 16:08:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2872, loss: 2.2872 2020-06-25 03:27:23,631 - mmaction - INFO - Epoch [8][780/3757] lr: 2.000e-02, eta: 16:08:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3447, loss: 2.3447 2020-06-25 03:27:29,637 - mmaction - INFO - Epoch [8][800/3757] lr: 2.000e-02, eta: 16:08:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8342, loss: 1.8342 2020-06-25 03:27:35,638 - mmaction - INFO - Epoch [8][820/3757] lr: 2.000e-02, eta: 16:07:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6250, loss_cls: 2.8019, loss: 2.8019 2020-06-25 03:27:41,607 - mmaction - INFO - Epoch [8][840/3757] lr: 2.000e-02, eta: 16:07:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1184, loss: 2.1184 2020-06-25 03:27:47,591 - mmaction - INFO - Epoch [8][860/3757] lr: 2.000e-02, eta: 16:07:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1733, loss: 2.1733 2020-06-25 03:27:53,593 - mmaction - INFO - Epoch [8][880/3757] lr: 2.000e-02, eta: 16:07:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9755, loss: 1.9755 2020-06-25 03:27:59,608 - mmaction - INFO - Epoch [8][900/3757] lr: 2.000e-02, eta: 16:06:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.4140, loss: 2.4140 2020-06-25 03:28:05,606 - mmaction - INFO - Epoch [8][920/3757] lr: 2.000e-02, eta: 16:06:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1027, loss: 2.1027 2020-06-25 03:28:11,575 - mmaction - INFO - Epoch [8][940/3757] lr: 2.000e-02, eta: 16:06:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.3002, loss: 2.3002 2020-06-25 03:28:17,586 - mmaction - INFO - Epoch [8][960/3757] lr: 2.000e-02, eta: 16:06:10, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0858, loss: 2.0858 2020-06-25 03:28:23,561 - mmaction - INFO - Epoch [8][980/3757] lr: 2.000e-02, eta: 16:05:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.2734, loss: 2.2734 2020-06-25 03:28:29,531 - mmaction - INFO - Epoch [8][1000/3757] lr: 2.000e-02, eta: 16:05:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8815, loss: 1.8815 2020-06-25 03:28:35,531 - mmaction - INFO - Epoch [8][1020/3757] lr: 2.000e-02, eta: 16:05:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3878, loss: 2.3878 2020-06-25 03:28:41,545 - mmaction - INFO - Epoch [8][1040/3757] lr: 2.000e-02, eta: 16:05:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1632, loss: 2.1632 2020-06-25 03:28:47,514 - mmaction - INFO - Epoch [8][1060/3757] lr: 2.000e-02, eta: 16:04:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.4794, loss: 2.4794 2020-06-25 03:28:53,503 - mmaction - INFO - Epoch [8][1080/3757] lr: 2.000e-02, eta: 16:04:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3868, loss: 2.3868 2020-06-25 03:28:59,483 - mmaction - INFO - Epoch [8][1100/3757] lr: 2.000e-02, eta: 16:04:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0635, loss: 2.0635 2020-06-25 03:29:05,452 - mmaction - INFO - Epoch [8][1120/3757] lr: 2.000e-02, eta: 16:04:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.1474, loss: 2.1474 2020-06-25 03:29:11,453 - mmaction - INFO - Epoch [8][1140/3757] lr: 2.000e-02, eta: 16:04:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.3418, loss: 2.3418 2020-06-25 03:29:17,456 - mmaction - INFO - Epoch [8][1160/3757] lr: 2.000e-02, eta: 16:03:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9522, loss: 1.9522 2020-06-25 03:29:23,473 - mmaction - INFO - Epoch [8][1180/3757] lr: 2.000e-02, eta: 16:03:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 2.0280, loss: 2.0280 2020-06-25 03:29:29,480 - mmaction - INFO - Epoch [8][1200/3757] lr: 2.000e-02, eta: 16:03:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6813, loss_cls: 2.2115, loss: 2.2115 2020-06-25 03:29:35,473 - mmaction - INFO - Epoch [8][1220/3757] lr: 2.000e-02, eta: 16:03:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2546, loss: 2.2546 2020-06-25 03:29:41,443 - mmaction - INFO - Epoch [8][1240/3757] lr: 2.000e-02, eta: 16:02:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.1727, loss: 2.1727 2020-06-25 03:29:47,884 - mmaction - INFO - Epoch [8][1260/3757] lr: 2.000e-02, eta: 16:02:37, time: 0.322, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.2760, loss: 2.2760 2020-06-25 03:29:53,898 - mmaction - INFO - Epoch [8][1280/3757] lr: 2.000e-02, eta: 16:02:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1009, loss: 2.1009 2020-06-25 03:29:59,925 - mmaction - INFO - Epoch [8][1300/3757] lr: 2.000e-02, eta: 16:02:09, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0757, loss: 2.0757 2020-06-25 03:30:06,082 - mmaction - INFO - Epoch [8][1320/3757] lr: 2.000e-02, eta: 16:01:56, time: 0.308, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.2737, loss: 2.2737 2020-06-25 03:30:12,058 - mmaction - INFO - Epoch [8][1340/3757] lr: 2.000e-02, eta: 16:01:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2982, loss: 2.2982 2020-06-25 03:30:18,065 - mmaction - INFO - Epoch [8][1360/3757] lr: 2.000e-02, eta: 16:01:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1435, loss: 2.1435 2020-06-25 03:30:24,060 - mmaction - INFO - Epoch [8][1380/3757] lr: 2.000e-02, eta: 16:01:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3099, loss: 2.3099 2020-06-25 03:30:30,056 - mmaction - INFO - Epoch [8][1400/3757] lr: 2.000e-02, eta: 16:00:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1072, loss: 2.1072 2020-06-25 03:30:36,032 - mmaction - INFO - Epoch [8][1420/3757] lr: 2.000e-02, eta: 16:00:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4553, loss: 2.4553 2020-06-25 03:30:42,057 - mmaction - INFO - Epoch [8][1440/3757] lr: 2.000e-02, eta: 16:00:31, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1750, loss: 2.1750 2020-06-25 03:30:50,221 - mmaction - INFO - Epoch [8][1460/3757] lr: 2.000e-02, eta: 16:00:29, time: 0.408, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1504, loss: 2.1504 2020-06-25 03:30:56,203 - mmaction - INFO - Epoch [8][1480/3757] lr: 2.000e-02, eta: 16:00:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 2.1983, loss: 2.1983 2020-06-25 03:31:02,189 - mmaction - INFO - Epoch [8][1500/3757] lr: 2.000e-02, eta: 16:00:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.3617, loss: 2.3617 2020-06-25 03:31:08,184 - mmaction - INFO - Epoch [8][1520/3757] lr: 2.000e-02, eta: 15:59:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2623, loss: 2.2623 2020-06-25 03:31:14,160 - mmaction - INFO - Epoch [8][1540/3757] lr: 2.000e-02, eta: 15:59:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.2131, loss: 2.2131 2020-06-25 03:31:20,171 - mmaction - INFO - Epoch [8][1560/3757] lr: 2.000e-02, eta: 15:59:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9427, loss: 1.9427 2020-06-25 03:31:26,156 - mmaction - INFO - Epoch [8][1580/3757] lr: 2.000e-02, eta: 15:59:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0378, loss: 2.0378 2020-06-25 03:31:32,134 - mmaction - INFO - Epoch [8][1600/3757] lr: 2.000e-02, eta: 15:58:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3387, loss: 2.3387 2020-06-25 03:31:38,165 - mmaction - INFO - Epoch [8][1620/3757] lr: 2.000e-02, eta: 15:58:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.1962, loss: 2.1962 2020-06-25 03:31:44,151 - mmaction - INFO - Epoch [8][1640/3757] lr: 2.000e-02, eta: 15:58:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.8857, loss: 1.8857 2020-06-25 03:31:50,141 - mmaction - INFO - Epoch [8][1660/3757] lr: 2.000e-02, eta: 15:58:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 1.9718, loss: 1.9718 2020-06-25 03:31:56,109 - mmaction - INFO - Epoch [8][1680/3757] lr: 2.000e-02, eta: 15:57:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4053, loss: 2.4053 2020-06-25 03:32:02,117 - mmaction - INFO - Epoch [8][1700/3757] lr: 2.000e-02, eta: 15:57:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1498, loss: 2.1498 2020-06-25 03:32:08,103 - mmaction - INFO - Epoch [8][1720/3757] lr: 2.000e-02, eta: 15:57:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1117, loss: 2.1117 2020-06-25 03:32:14,091 - mmaction - INFO - Epoch [8][1740/3757] lr: 2.000e-02, eta: 15:57:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3130, loss: 2.3130 2020-06-25 03:32:20,075 - mmaction - INFO - Epoch [8][1760/3757] lr: 2.000e-02, eta: 15:56:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3443, loss: 2.3443 2020-06-25 03:32:26,059 - mmaction - INFO - Epoch [8][1780/3757] lr: 2.000e-02, eta: 15:56:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.2653, loss: 2.2653 2020-06-25 03:32:32,045 - mmaction - INFO - Epoch [8][1800/3757] lr: 2.000e-02, eta: 15:56:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1850, loss: 2.1850 2020-06-25 03:32:38,030 - mmaction - INFO - Epoch [8][1820/3757] lr: 2.000e-02, eta: 15:56:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.4190, loss: 2.4190 2020-06-25 03:32:44,019 - mmaction - INFO - Epoch [8][1840/3757] lr: 2.000e-02, eta: 15:56:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.9635, loss: 1.9635 2020-06-25 03:32:50,015 - mmaction - INFO - Epoch [8][1860/3757] lr: 2.000e-02, eta: 15:55:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.4323, loss: 2.4323 2020-06-25 03:32:56,013 - mmaction - INFO - Epoch [8][1880/3757] lr: 2.000e-02, eta: 15:55:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9023, loss: 1.9023 2020-06-25 03:33:02,025 - mmaction - INFO - Epoch [8][1900/3757] lr: 2.000e-02, eta: 15:55:20, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0829, loss: 2.0829 2020-06-25 03:33:08,037 - mmaction - INFO - Epoch [8][1920/3757] lr: 2.000e-02, eta: 15:55:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.4601, loss: 2.4601 2020-06-25 03:33:14,012 - mmaction - INFO - Epoch [8][1940/3757] lr: 2.000e-02, eta: 15:54:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3324, loss: 2.3324 2020-06-25 03:33:20,002 - mmaction - INFO - Epoch [8][1960/3757] lr: 2.000e-02, eta: 15:54:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.2986, loss: 2.2986 2020-06-25 03:33:25,993 - mmaction - INFO - Epoch [8][1980/3757] lr: 2.000e-02, eta: 15:54:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.3931, loss: 2.3931 2020-06-25 03:33:31,969 - mmaction - INFO - Epoch [8][2000/3757] lr: 2.000e-02, eta: 15:54:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.4175, loss: 2.4175 2020-06-25 03:33:37,945 - mmaction - INFO - Epoch [8][2020/3757] lr: 2.000e-02, eta: 15:53:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.1481, loss: 2.1481 2020-06-25 03:33:43,957 - mmaction - INFO - Epoch [8][2040/3757] lr: 2.000e-02, eta: 15:53:43, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.2600, loss: 2.2600 2020-06-25 03:33:49,934 - mmaction - INFO - Epoch [8][2060/3757] lr: 2.000e-02, eta: 15:53:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1353, loss: 2.1353 2020-06-25 03:33:55,910 - mmaction - INFO - Epoch [8][2080/3757] lr: 2.000e-02, eta: 15:53:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3540, loss: 2.3540 2020-06-25 03:34:01,905 - mmaction - INFO - Epoch [8][2100/3757] lr: 2.000e-02, eta: 15:53:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3067, loss: 2.3067 2020-06-25 03:34:07,892 - mmaction - INFO - Epoch [8][2120/3757] lr: 2.000e-02, eta: 15:52:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.3677, loss: 2.3677 2020-06-25 03:34:13,854 - mmaction - INFO - Epoch [8][2140/3757] lr: 2.000e-02, eta: 15:52:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.6898, loss: 1.6898 2020-06-25 03:34:19,863 - mmaction - INFO - Epoch [8][2160/3757] lr: 2.000e-02, eta: 15:52:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.2369, loss: 2.2369 2020-06-25 03:34:25,847 - mmaction - INFO - Epoch [8][2180/3757] lr: 2.000e-02, eta: 15:52:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.1460, loss: 2.1460 2020-06-25 03:34:31,830 - mmaction - INFO - Epoch [8][2200/3757] lr: 2.000e-02, eta: 15:51:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9648, loss: 1.9648 2020-06-25 03:34:37,793 - mmaction - INFO - Epoch [8][2220/3757] lr: 2.000e-02, eta: 15:51:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.3094, loss: 2.3094 2020-06-25 03:34:43,798 - mmaction - INFO - Epoch [8][2240/3757] lr: 2.000e-02, eta: 15:51:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4123, loss: 2.4123 2020-06-25 03:34:49,799 - mmaction - INFO - Epoch [8][2260/3757] lr: 2.000e-02, eta: 15:51:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4533, loss: 2.4533 2020-06-25 03:34:55,759 - mmaction - INFO - Epoch [8][2280/3757] lr: 2.000e-02, eta: 15:50:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2299, loss: 2.2299 2020-06-25 03:35:01,845 - mmaction - INFO - Epoch [8][2300/3757] lr: 2.000e-02, eta: 15:50:44, time: 0.304, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1767, loss: 2.1767 2020-06-25 03:35:07,854 - mmaction - INFO - Epoch [8][2320/3757] lr: 2.000e-02, eta: 15:50:30, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3251, loss: 2.3251 2020-06-25 03:35:13,860 - mmaction - INFO - Epoch [8][2340/3757] lr: 2.000e-02, eta: 15:50:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1221, loss: 2.1221 2020-06-25 03:35:19,848 - mmaction - INFO - Epoch [8][2360/3757] lr: 2.000e-02, eta: 15:50:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3877, loss: 2.3877 2020-06-25 03:35:25,842 - mmaction - INFO - Epoch [8][2380/3757] lr: 2.000e-02, eta: 15:49:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2019, loss: 2.2019 2020-06-25 03:35:31,816 - mmaction - INFO - Epoch [8][2400/3757] lr: 2.000e-02, eta: 15:49:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2002, loss: 2.2002 2020-06-25 03:35:37,798 - mmaction - INFO - Epoch [8][2420/3757] lr: 2.000e-02, eta: 15:49:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1232, loss: 2.1232 2020-06-25 03:35:43,776 - mmaction - INFO - Epoch [8][2440/3757] lr: 2.000e-02, eta: 15:49:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0420, loss: 2.0420 2020-06-25 03:35:49,763 - mmaction - INFO - Epoch [8][2460/3757] lr: 2.000e-02, eta: 15:48:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1356, loss: 2.1356 2020-06-25 03:35:55,752 - mmaction - INFO - Epoch [8][2480/3757] lr: 2.000e-02, eta: 15:48:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.8814, loss: 1.8814 2020-06-25 03:36:01,750 - mmaction - INFO - Epoch [8][2500/3757] lr: 2.000e-02, eta: 15:48:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.2576, loss: 2.2576 2020-06-25 03:36:07,731 - mmaction - INFO - Epoch [8][2520/3757] lr: 2.000e-02, eta: 15:48:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1250, loss: 2.1250 2020-06-25 03:36:13,711 - mmaction - INFO - Epoch [8][2540/3757] lr: 2.000e-02, eta: 15:48:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0302, loss: 2.0302 2020-06-25 03:36:19,680 - mmaction - INFO - Epoch [8][2560/3757] lr: 2.000e-02, eta: 15:47:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3979, loss: 2.3979 2020-06-25 03:36:25,679 - mmaction - INFO - Epoch [8][2580/3757] lr: 2.000e-02, eta: 15:47:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1888, loss: 2.1888 2020-06-25 03:36:31,646 - mmaction - INFO - Epoch [8][2600/3757] lr: 2.000e-02, eta: 15:47:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9153, loss: 1.9153 2020-06-25 03:36:37,611 - mmaction - INFO - Epoch [8][2620/3757] lr: 2.000e-02, eta: 15:47:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.1971, loss: 2.1971 2020-06-25 03:36:43,601 - mmaction - INFO - Epoch [8][2640/3757] lr: 2.000e-02, eta: 15:46:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3500, top5_acc: 0.6625, loss_cls: 2.6001, loss: 2.6001 2020-06-25 03:36:49,598 - mmaction - INFO - Epoch [8][2660/3757] lr: 2.000e-02, eta: 15:46:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3402, loss: 2.3402 2020-06-25 03:36:55,604 - mmaction - INFO - Epoch [8][2680/3757] lr: 2.000e-02, eta: 15:46:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2954, loss: 2.2954 2020-06-25 03:37:01,574 - mmaction - INFO - Epoch [8][2700/3757] lr: 2.000e-02, eta: 15:46:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0682, loss: 2.0682 2020-06-25 03:37:07,532 - mmaction - INFO - Epoch [8][2720/3757] lr: 2.000e-02, eta: 15:45:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7000, loss_cls: 2.2300, loss: 2.2300 2020-06-25 03:37:13,562 - mmaction - INFO - Epoch [8][2740/3757] lr: 2.000e-02, eta: 15:45:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9089, loss: 1.9089 2020-06-25 03:37:19,546 - mmaction - INFO - Epoch [8][2760/3757] lr: 2.000e-02, eta: 15:45:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.4357, loss: 2.4357 2020-06-25 03:37:25,551 - mmaction - INFO - Epoch [8][2780/3757] lr: 2.000e-02, eta: 15:45:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5447, loss: 2.5447 2020-06-25 03:37:31,539 - mmaction - INFO - Epoch [8][2800/3757] lr: 2.000e-02, eta: 15:45:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2316, loss: 2.2316 2020-06-25 03:37:37,565 - mmaction - INFO - Epoch [8][2820/3757] lr: 2.000e-02, eta: 15:44:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3208, loss: 2.3208 2020-06-25 03:37:43,543 - mmaction - INFO - Epoch [8][2840/3757] lr: 2.000e-02, eta: 15:44:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2428, loss: 2.2428 2020-06-25 03:37:49,540 - mmaction - INFO - Epoch [8][2860/3757] lr: 2.000e-02, eta: 15:44:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0310, loss: 2.0310 2020-06-25 03:37:55,517 - mmaction - INFO - Epoch [8][2880/3757] lr: 2.000e-02, eta: 15:44:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0892, loss: 2.0892 2020-06-25 03:38:01,510 - mmaction - INFO - Epoch [8][2900/3757] lr: 2.000e-02, eta: 15:43:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1837, loss: 2.1837 2020-06-25 03:38:07,501 - mmaction - INFO - Epoch [8][2920/3757] lr: 2.000e-02, eta: 15:43:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9844, loss: 1.9844 2020-06-25 03:38:13,477 - mmaction - INFO - Epoch [8][2940/3757] lr: 2.000e-02, eta: 15:43:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2244, loss: 2.2244 2020-06-25 03:38:19,487 - mmaction - INFO - Epoch [8][2960/3757] lr: 2.000e-02, eta: 15:43:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.3103, loss: 2.3103 2020-06-25 03:38:25,443 - mmaction - INFO - Epoch [8][2980/3757] lr: 2.000e-02, eta: 15:43:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3217, loss: 2.3217 2020-06-25 03:38:31,421 - mmaction - INFO - Epoch [8][3000/3757] lr: 2.000e-02, eta: 15:42:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2637, loss: 2.2637 2020-06-25 03:38:37,390 - mmaction - INFO - Epoch [8][3020/3757] lr: 2.000e-02, eta: 15:42:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2683, loss: 2.2683 2020-06-25 03:38:43,403 - mmaction - INFO - Epoch [8][3040/3757] lr: 2.000e-02, eta: 15:42:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2043, loss: 2.2043 2020-06-25 03:38:49,420 - mmaction - INFO - Epoch [8][3060/3757] lr: 2.000e-02, eta: 15:42:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7000, loss_cls: 2.3063, loss: 2.3063 2020-06-25 03:38:55,400 - mmaction - INFO - Epoch [8][3080/3757] lr: 2.000e-02, eta: 15:41:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7500, loss_cls: 2.3449, loss: 2.3449 2020-06-25 03:39:01,398 - mmaction - INFO - Epoch [8][3100/3757] lr: 2.000e-02, eta: 15:41:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3289, loss: 2.3289 2020-06-25 03:39:07,418 - mmaction - INFO - Epoch [8][3120/3757] lr: 2.000e-02, eta: 15:41:31, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9363, loss: 1.9363 2020-06-25 03:39:13,431 - mmaction - INFO - Epoch [8][3140/3757] lr: 2.000e-02, eta: 15:41:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3146, loss: 2.3146 2020-06-25 03:39:19,427 - mmaction - INFO - Epoch [8][3160/3757] lr: 2.000e-02, eta: 15:41:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7688, loss_cls: 2.1563, loss: 2.1563 2020-06-25 03:39:25,436 - mmaction - INFO - Epoch [8][3180/3757] lr: 2.000e-02, eta: 15:40:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2291, loss: 2.2291 2020-06-25 03:39:31,397 - mmaction - INFO - Epoch [8][3200/3757] lr: 2.000e-02, eta: 15:40:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2767, loss: 2.2767 2020-06-25 03:39:37,379 - mmaction - INFO - Epoch [8][3220/3757] lr: 2.000e-02, eta: 15:40:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3761, loss: 2.3761 2020-06-25 03:39:43,358 - mmaction - INFO - Epoch [8][3240/3757] lr: 2.000e-02, eta: 15:40:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.4044, loss: 2.4044 2020-06-25 03:39:49,348 - mmaction - INFO - Epoch [8][3260/3757] lr: 2.000e-02, eta: 15:39:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.1661, loss: 2.1661 2020-06-25 03:39:55,358 - mmaction - INFO - Epoch [8][3280/3757] lr: 2.000e-02, eta: 15:39:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1550, loss: 2.1550 2020-06-25 03:40:01,322 - mmaction - INFO - Epoch [8][3300/3757] lr: 2.000e-02, eta: 15:39:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1236, loss: 2.1236 2020-06-25 03:40:07,312 - mmaction - INFO - Epoch [8][3320/3757] lr: 2.000e-02, eta: 15:39:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9980, loss: 1.9980 2020-06-25 03:40:13,280 - mmaction - INFO - Epoch [8][3340/3757] lr: 2.000e-02, eta: 15:39:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9915, loss: 1.9915 2020-06-25 03:40:19,270 - mmaction - INFO - Epoch [8][3360/3757] lr: 2.000e-02, eta: 15:38:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0802, loss: 2.0802 2020-06-25 03:40:25,279 - mmaction - INFO - Epoch [8][3380/3757] lr: 2.000e-02, eta: 15:38:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0890, loss: 2.0890 2020-06-25 03:40:31,268 - mmaction - INFO - Epoch [8][3400/3757] lr: 2.000e-02, eta: 15:38:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3941, loss: 2.3941 2020-06-25 03:40:37,226 - mmaction - INFO - Epoch [8][3420/3757] lr: 2.000e-02, eta: 15:38:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.2349, loss: 2.2349 2020-06-25 03:40:43,223 - mmaction - INFO - Epoch [8][3440/3757] lr: 2.000e-02, eta: 15:38:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.1772, loss: 2.1772 2020-06-25 03:40:49,208 - mmaction - INFO - Epoch [8][3460/3757] lr: 2.000e-02, eta: 15:37:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1961, loss: 2.1961 2020-06-25 03:40:55,206 - mmaction - INFO - Epoch [8][3480/3757] lr: 2.000e-02, eta: 15:37:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2745, loss: 2.2745 2020-06-25 03:41:01,207 - mmaction - INFO - Epoch [8][3500/3757] lr: 2.000e-02, eta: 15:37:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3839, loss: 2.3839 2020-06-25 03:41:07,216 - mmaction - INFO - Epoch [8][3520/3757] lr: 2.000e-02, eta: 15:37:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.9507, loss: 1.9507 2020-06-25 03:41:13,171 - mmaction - INFO - Epoch [8][3540/3757] lr: 2.000e-02, eta: 15:36:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8116, loss: 1.8116 2020-06-25 03:41:19,177 - mmaction - INFO - Epoch [8][3560/3757] lr: 2.000e-02, eta: 15:36:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 2.0197, loss: 2.0197 2020-06-25 03:41:25,153 - mmaction - INFO - Epoch [8][3580/3757] lr: 2.000e-02, eta: 15:36:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1549, loss: 2.1549 2020-06-25 03:41:31,147 - mmaction - INFO - Epoch [8][3600/3757] lr: 2.000e-02, eta: 15:36:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3356, loss: 2.3356 2020-06-25 03:41:37,106 - mmaction - INFO - Epoch [8][3620/3757] lr: 2.000e-02, eta: 15:36:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0433, loss: 2.0433 2020-06-25 03:41:43,095 - mmaction - INFO - Epoch [8][3640/3757] lr: 2.000e-02, eta: 15:35:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.1652, loss: 2.1652 2020-06-25 03:41:49,084 - mmaction - INFO - Epoch [8][3660/3757] lr: 2.000e-02, eta: 15:35:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.1312, loss: 2.1312 2020-06-25 03:41:55,072 - mmaction - INFO - Epoch [8][3680/3757] lr: 2.000e-02, eta: 15:35:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.1681, loss: 2.1681 2020-06-25 03:42:01,093 - mmaction - INFO - Epoch [8][3700/3757] lr: 2.000e-02, eta: 15:35:10, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.2975, loss: 2.2975 2020-06-25 03:42:07,070 - mmaction - INFO - Epoch [8][3720/3757] lr: 2.000e-02, eta: 15:34:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0831, loss: 2.0831 2020-06-25 03:42:13,050 - mmaction - INFO - Epoch [8][3740/3757] lr: 2.000e-02, eta: 15:34:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0982, loss: 2.0982 2020-06-25 03:45:51,508 - mmaction - INFO - Epoch [9][20/3757] lr: 2.000e-02, eta: 15:51:26, time: 10.332, data_time: 9.961, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.2482, loss: 2.2482 2020-06-25 03:45:57,558 - mmaction - INFO - Epoch [9][40/3757] lr: 2.000e-02, eta: 15:51:12, time: 0.303, data_time: 0.004, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0440, loss: 2.0440 2020-06-25 03:46:03,560 - mmaction - INFO - Epoch [9][60/3757] lr: 2.000e-02, eta: 15:50:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.1125, loss: 2.1125 2020-06-25 03:46:09,588 - mmaction - INFO - Epoch [9][80/3757] lr: 2.000e-02, eta: 15:50:45, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0642, loss: 2.0642 2020-06-25 03:46:15,565 - mmaction - INFO - Epoch [9][100/3757] lr: 2.000e-02, eta: 15:50:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7000, loss_cls: 2.4596, loss: 2.4596 2020-06-25 03:46:21,538 - mmaction - INFO - Epoch [9][120/3757] lr: 2.000e-02, eta: 15:50:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 2.0332, loss: 2.0332 2020-06-25 03:46:27,519 - mmaction - INFO - Epoch [9][140/3757] lr: 2.000e-02, eta: 15:50:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5413, loss: 2.5413 2020-06-25 03:46:33,486 - mmaction - INFO - Epoch [9][160/3757] lr: 2.000e-02, eta: 15:49:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.9409, loss: 1.9409 2020-06-25 03:46:39,483 - mmaction - INFO - Epoch [9][180/3757] lr: 2.000e-02, eta: 15:49:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9645, loss: 1.9645 2020-06-25 03:46:45,473 - mmaction - INFO - Epoch [9][200/3757] lr: 2.000e-02, eta: 15:49:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1714, loss: 2.1714 2020-06-25 03:46:51,457 - mmaction - INFO - Epoch [9][220/3757] lr: 2.000e-02, eta: 15:49:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0324, loss: 2.0324 2020-06-25 03:46:57,456 - mmaction - INFO - Epoch [9][240/3757] lr: 2.000e-02, eta: 15:48:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0524, loss: 2.0524 2020-06-25 03:47:03,441 - mmaction - INFO - Epoch [9][260/3757] lr: 2.000e-02, eta: 15:48:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2208, loss: 2.2208 2020-06-25 03:47:09,412 - mmaction - INFO - Epoch [9][280/3757] lr: 2.000e-02, eta: 15:48:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1205, loss: 2.1205 2020-06-25 03:47:15,399 - mmaction - INFO - Epoch [9][300/3757] lr: 2.000e-02, eta: 15:48:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1661, loss: 2.1661 2020-06-25 03:47:21,354 - mmaction - INFO - Epoch [9][320/3757] lr: 2.000e-02, eta: 15:48:00, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.6937, loss_cls: 2.2965, loss: 2.2965 2020-06-25 03:47:27,338 - mmaction - INFO - Epoch [9][340/3757] lr: 2.000e-02, eta: 15:47:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8062, loss: 1.8062 2020-06-25 03:47:33,329 - mmaction - INFO - Epoch [9][360/3757] lr: 2.000e-02, eta: 15:47:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9294, loss: 1.9294 2020-06-25 03:47:39,333 - mmaction - INFO - Epoch [9][380/3757] lr: 2.000e-02, eta: 15:47:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1832, loss: 2.1832 2020-06-25 03:47:45,321 - mmaction - INFO - Epoch [9][400/3757] lr: 2.000e-02, eta: 15:47:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8191, loss: 1.8191 2020-06-25 03:47:51,299 - mmaction - INFO - Epoch [9][420/3757] lr: 2.000e-02, eta: 15:46:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1328, loss: 2.1328 2020-06-25 03:47:57,260 - mmaction - INFO - Epoch [9][440/3757] lr: 2.000e-02, eta: 15:46:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1742, loss: 2.1742 2020-06-25 03:48:03,233 - mmaction - INFO - Epoch [9][460/3757] lr: 2.000e-02, eta: 15:46:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 1.9766, loss: 1.9766 2020-06-25 03:48:09,220 - mmaction - INFO - Epoch [9][480/3757] lr: 2.000e-02, eta: 15:46:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3776, loss: 2.3776 2020-06-25 03:48:15,204 - mmaction - INFO - Epoch [9][500/3757] lr: 2.000e-02, eta: 15:45:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2763, loss: 2.2763 2020-06-25 03:48:21,167 - mmaction - INFO - Epoch [9][520/3757] lr: 2.000e-02, eta: 15:45:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1519, loss: 2.1519 2020-06-25 03:48:27,184 - mmaction - INFO - Epoch [9][540/3757] lr: 2.000e-02, eta: 15:45:31, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1771, loss: 2.1771 2020-06-25 03:48:33,160 - mmaction - INFO - Epoch [9][560/3757] lr: 2.000e-02, eta: 15:45:17, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0999, loss: 2.0999 2020-06-25 03:48:39,172 - mmaction - INFO - Epoch [9][580/3757] lr: 2.000e-02, eta: 15:45:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 1.9901, loss: 1.9901 2020-06-25 03:48:45,179 - mmaction - INFO - Epoch [9][600/3757] lr: 2.000e-02, eta: 15:44:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0776, loss: 2.0776 2020-06-25 03:48:51,180 - mmaction - INFO - Epoch [9][620/3757] lr: 2.000e-02, eta: 15:44:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7812, loss_cls: 2.0773, loss: 2.0773 2020-06-25 03:48:57,152 - mmaction - INFO - Epoch [9][640/3757] lr: 2.000e-02, eta: 15:44:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.1628, loss: 2.1628 2020-06-25 03:49:03,135 - mmaction - INFO - Epoch [9][660/3757] lr: 2.000e-02, eta: 15:44:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1362, loss: 2.1362 2020-06-25 03:49:09,108 - mmaction - INFO - Epoch [9][680/3757] lr: 2.000e-02, eta: 15:43:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3401, loss: 2.3401 2020-06-25 03:49:15,094 - mmaction - INFO - Epoch [9][700/3757] lr: 2.000e-02, eta: 15:43:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7125, loss_cls: 2.1288, loss: 2.1288 2020-06-25 03:49:21,084 - mmaction - INFO - Epoch [9][720/3757] lr: 2.000e-02, eta: 15:43:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8269, loss: 1.8269 2020-06-25 03:49:27,049 - mmaction - INFO - Epoch [9][740/3757] lr: 2.000e-02, eta: 15:43:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2338, loss: 2.2338 2020-06-25 03:49:33,039 - mmaction - INFO - Epoch [9][760/3757] lr: 2.000e-02, eta: 15:43:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.1812, loss: 2.1812 2020-06-25 03:49:39,021 - mmaction - INFO - Epoch [9][780/3757] lr: 2.000e-02, eta: 15:42:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1409, loss: 2.1409 2020-06-25 03:49:45,019 - mmaction - INFO - Epoch [9][800/3757] lr: 2.000e-02, eta: 15:42:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9267, loss: 1.9267 2020-06-25 03:49:51,004 - mmaction - INFO - Epoch [9][820/3757] lr: 2.000e-02, eta: 15:42:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3749, loss: 2.3749 2020-06-25 03:49:56,979 - mmaction - INFO - Epoch [9][840/3757] lr: 2.000e-02, eta: 15:42:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.0838, loss: 2.0838 2020-06-25 03:50:03,196 - mmaction - INFO - Epoch [9][860/3757] lr: 2.000e-02, eta: 15:41:56, time: 0.311, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.1420, loss: 2.1420 2020-06-25 03:50:09,185 - mmaction - INFO - Epoch [9][880/3757] lr: 2.000e-02, eta: 15:41:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1476, loss: 2.1476 2020-06-25 03:50:15,159 - mmaction - INFO - Epoch [9][900/3757] lr: 2.000e-02, eta: 15:41:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0703, loss: 2.0703 2020-06-25 03:50:21,148 - mmaction - INFO - Epoch [9][920/3757] lr: 2.000e-02, eta: 15:41:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1488, loss: 2.1488 2020-06-25 03:50:27,136 - mmaction - INFO - Epoch [9][940/3757] lr: 2.000e-02, eta: 15:41:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0955, loss: 2.0955 2020-06-25 03:50:33,119 - mmaction - INFO - Epoch [9][960/3757] lr: 2.000e-02, eta: 15:40:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9461, loss: 1.9461 2020-06-25 03:50:39,106 - mmaction - INFO - Epoch [9][980/3757] lr: 2.000e-02, eta: 15:40:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6813, loss_cls: 2.2236, loss: 2.2236 2020-06-25 03:50:45,059 - mmaction - INFO - Epoch [9][1000/3757] lr: 2.000e-02, eta: 15:40:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1137, loss: 2.1137 2020-06-25 03:50:51,041 - mmaction - INFO - Epoch [9][1020/3757] lr: 2.000e-02, eta: 15:40:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2323, loss: 2.2323 2020-06-25 03:50:57,019 - mmaction - INFO - Epoch [9][1040/3757] lr: 2.000e-02, eta: 15:39:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8676, loss: 1.8676 2020-06-25 03:51:02,982 - mmaction - INFO - Epoch [9][1060/3757] lr: 2.000e-02, eta: 15:39:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.3401, loss: 2.3401 2020-06-25 03:51:08,970 - mmaction - INFO - Epoch [9][1080/3757] lr: 2.000e-02, eta: 15:39:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1801, loss: 2.1801 2020-06-25 03:51:14,946 - mmaction - INFO - Epoch [9][1100/3757] lr: 2.000e-02, eta: 15:39:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7188, loss_cls: 2.0144, loss: 2.0144 2020-06-25 03:51:20,904 - mmaction - INFO - Epoch [9][1120/3757] lr: 2.000e-02, eta: 15:39:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 2.0940, loss: 2.0940 2020-06-25 03:51:26,900 - mmaction - INFO - Epoch [9][1140/3757] lr: 2.000e-02, eta: 15:38:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3312, loss: 2.3312 2020-06-25 03:51:32,921 - mmaction - INFO - Epoch [9][1160/3757] lr: 2.000e-02, eta: 15:38:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0653, loss: 2.0653 2020-06-25 03:51:38,910 - mmaction - INFO - Epoch [9][1180/3757] lr: 2.000e-02, eta: 15:38:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6687, loss_cls: 2.2557, loss: 2.2557 2020-06-25 03:51:44,906 - mmaction - INFO - Epoch [9][1200/3757] lr: 2.000e-02, eta: 15:38:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.2144, loss: 2.2144 2020-06-25 03:51:50,863 - mmaction - INFO - Epoch [9][1220/3757] lr: 2.000e-02, eta: 15:37:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1966, loss: 2.1966 2020-06-25 03:51:56,846 - mmaction - INFO - Epoch [9][1240/3757] lr: 2.000e-02, eta: 15:37:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.3123, loss: 2.3123 2020-06-25 03:52:03,018 - mmaction - INFO - Epoch [9][1260/3757] lr: 2.000e-02, eta: 15:37:31, time: 0.309, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0421, loss: 2.0421 2020-06-25 03:52:09,006 - mmaction - INFO - Epoch [9][1280/3757] lr: 2.000e-02, eta: 15:37:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1263, loss: 2.1263 2020-06-25 03:52:14,978 - mmaction - INFO - Epoch [9][1300/3757] lr: 2.000e-02, eta: 15:37:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1796, loss: 2.1796 2020-06-25 03:52:20,991 - mmaction - INFO - Epoch [9][1320/3757] lr: 2.000e-02, eta: 15:36:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.2058, loss: 2.2058 2020-06-25 03:52:26,999 - mmaction - INFO - Epoch [9][1340/3757] lr: 2.000e-02, eta: 15:36:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9976, loss: 1.9976 2020-06-25 03:52:33,012 - mmaction - INFO - Epoch [9][1360/3757] lr: 2.000e-02, eta: 15:36:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1558, loss: 2.1558 2020-06-25 03:52:39,007 - mmaction - INFO - Epoch [9][1380/3757] lr: 2.000e-02, eta: 15:36:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.2317, loss: 2.2317 2020-06-25 03:52:45,004 - mmaction - INFO - Epoch [9][1400/3757] lr: 2.000e-02, eta: 15:35:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3417, loss: 2.3417 2020-06-25 03:52:51,002 - mmaction - INFO - Epoch [9][1420/3757] lr: 2.000e-02, eta: 15:35:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.2727, loss: 2.2727 2020-06-25 03:52:56,973 - mmaction - INFO - Epoch [9][1440/3757] lr: 2.000e-02, eta: 15:35:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4088, loss: 2.4088 2020-06-25 03:53:02,966 - mmaction - INFO - Epoch [9][1460/3757] lr: 2.000e-02, eta: 15:35:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1359, loss: 2.1359 2020-06-25 03:53:08,942 - mmaction - INFO - Epoch [9][1480/3757] lr: 2.000e-02, eta: 15:35:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.5212, loss: 2.5212 2020-06-25 03:53:14,919 - mmaction - INFO - Epoch [9][1500/3757] lr: 2.000e-02, eta: 15:34:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9920, loss: 1.9920 2020-06-25 03:53:20,877 - mmaction - INFO - Epoch [9][1520/3757] lr: 2.000e-02, eta: 15:34:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6438, loss_cls: 2.5512, loss: 2.5512 2020-06-25 03:53:26,856 - mmaction - INFO - Epoch [9][1540/3757] lr: 2.000e-02, eta: 15:34:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3224, loss: 2.3224 2020-06-25 03:53:32,850 - mmaction - INFO - Epoch [9][1560/3757] lr: 2.000e-02, eta: 15:34:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9724, loss: 1.9724 2020-06-25 03:53:38,842 - mmaction - INFO - Epoch [9][1580/3757] lr: 2.000e-02, eta: 15:34:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.3902, loss: 2.3902 2020-06-25 03:53:44,829 - mmaction - INFO - Epoch [9][1600/3757] lr: 2.000e-02, eta: 15:33:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9744, loss: 1.9744 2020-06-25 03:53:50,787 - mmaction - INFO - Epoch [9][1620/3757] lr: 2.000e-02, eta: 15:33:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8939, loss: 1.8939 2020-06-25 03:53:56,753 - mmaction - INFO - Epoch [9][1640/3757] lr: 2.000e-02, eta: 15:33:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9233, loss: 1.9233 2020-06-25 03:54:02,743 - mmaction - INFO - Epoch [9][1660/3757] lr: 2.000e-02, eta: 15:33:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3634, loss: 2.3634 2020-06-25 03:54:08,707 - mmaction - INFO - Epoch [9][1680/3757] lr: 2.000e-02, eta: 15:32:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2636, loss: 2.2636 2020-06-25 03:54:14,696 - mmaction - INFO - Epoch [9][1700/3757] lr: 2.000e-02, eta: 15:32:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0519, loss: 2.0519 2020-06-25 03:54:20,672 - mmaction - INFO - Epoch [9][1720/3757] lr: 2.000e-02, eta: 15:32:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9970, loss: 1.9970 2020-06-25 03:54:26,656 - mmaction - INFO - Epoch [9][1740/3757] lr: 2.000e-02, eta: 15:32:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2164, loss: 2.2164 2020-06-25 03:54:32,645 - mmaction - INFO - Epoch [9][1760/3757] lr: 2.000e-02, eta: 15:32:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0035, loss: 2.0035 2020-06-25 03:54:38,665 - mmaction - INFO - Epoch [9][1780/3757] lr: 2.000e-02, eta: 15:31:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.8125, loss_cls: 1.9742, loss: 1.9742 2020-06-25 03:54:44,626 - mmaction - INFO - Epoch [9][1800/3757] lr: 2.000e-02, eta: 15:31:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9887, loss: 1.9887 2020-06-25 03:54:50,635 - mmaction - INFO - Epoch [9][1820/3757] lr: 2.000e-02, eta: 15:31:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.4587, loss: 2.4587 2020-06-25 03:54:56,589 - mmaction - INFO - Epoch [9][1840/3757] lr: 2.000e-02, eta: 15:31:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2933, loss: 2.2933 2020-06-25 03:55:02,898 - mmaction - INFO - Epoch [9][1860/3757] lr: 2.000e-02, eta: 15:31:01, time: 0.315, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.1319, loss: 2.1319 2020-06-25 03:55:08,891 - mmaction - INFO - Epoch [9][1880/3757] lr: 2.000e-02, eta: 15:30:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3189, loss: 2.3189 2020-06-25 03:55:14,878 - mmaction - INFO - Epoch [9][1900/3757] lr: 2.000e-02, eta: 15:30:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8375, loss_cls: 1.8667, loss: 1.8667 2020-06-25 03:55:20,850 - mmaction - INFO - Epoch [9][1920/3757] lr: 2.000e-02, eta: 15:30:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.4031, loss: 2.4031 2020-06-25 03:55:26,832 - mmaction - INFO - Epoch [9][1940/3757] lr: 2.000e-02, eta: 15:30:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0129, loss: 2.0129 2020-06-25 03:55:32,839 - mmaction - INFO - Epoch [9][1960/3757] lr: 2.000e-02, eta: 15:29:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0786, loss: 2.0786 2020-06-25 03:55:38,801 - mmaction - INFO - Epoch [9][1980/3757] lr: 2.000e-02, eta: 15:29:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9352, loss: 1.9352 2020-06-25 03:55:44,800 - mmaction - INFO - Epoch [9][2000/3757] lr: 2.000e-02, eta: 15:29:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0204, loss: 2.0204 2020-06-25 03:55:50,781 - mmaction - INFO - Epoch [9][2020/3757] lr: 2.000e-02, eta: 15:29:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9258, loss: 1.9258 2020-06-25 03:55:56,747 - mmaction - INFO - Epoch [9][2040/3757] lr: 2.000e-02, eta: 15:29:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.3473, loss: 2.3473 2020-06-25 03:56:02,756 - mmaction - INFO - Epoch [9][2060/3757] lr: 2.000e-02, eta: 15:28:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1589, loss: 2.1589 2020-06-25 03:56:08,759 - mmaction - INFO - Epoch [9][2080/3757] lr: 2.000e-02, eta: 15:28:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.3231, loss: 2.3231 2020-06-25 03:56:14,763 - mmaction - INFO - Epoch [9][2100/3757] lr: 2.000e-02, eta: 15:28:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.8665, loss: 1.8665 2020-06-25 03:56:20,769 - mmaction - INFO - Epoch [9][2120/3757] lr: 2.000e-02, eta: 15:28:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2163, loss: 2.2163 2020-06-25 03:56:26,760 - mmaction - INFO - Epoch [9][2140/3757] lr: 2.000e-02, eta: 15:28:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0815, loss: 2.0815 2020-06-25 03:56:32,756 - mmaction - INFO - Epoch [9][2160/3757] lr: 2.000e-02, eta: 15:27:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.1715, loss: 2.1715 2020-06-25 03:56:38,810 - mmaction - INFO - Epoch [9][2180/3757] lr: 2.000e-02, eta: 15:27:36, time: 0.303, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3493, loss: 2.3493 2020-06-25 03:56:44,779 - mmaction - INFO - Epoch [9][2200/3757] lr: 2.000e-02, eta: 15:27:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4221, loss: 2.4221 2020-06-25 03:56:50,760 - mmaction - INFO - Epoch [9][2220/3757] lr: 2.000e-02, eta: 15:27:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2510, loss: 2.2510 2020-06-25 03:56:56,742 - mmaction - INFO - Epoch [9][2240/3757] lr: 2.000e-02, eta: 15:26:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1374, loss: 2.1374 2020-06-25 03:57:02,699 - mmaction - INFO - Epoch [9][2260/3757] lr: 2.000e-02, eta: 15:26:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7750, loss_cls: 2.2443, loss: 2.2443 2020-06-25 03:57:08,671 - mmaction - INFO - Epoch [9][2280/3757] lr: 2.000e-02, eta: 15:26:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9484, loss: 1.9484 2020-06-25 03:57:14,645 - mmaction - INFO - Epoch [9][2300/3757] lr: 2.000e-02, eta: 15:26:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9683, loss: 1.9683 2020-06-25 03:57:20,604 - mmaction - INFO - Epoch [9][2320/3757] lr: 2.000e-02, eta: 15:26:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2392, loss: 2.2392 2020-06-25 03:57:26,613 - mmaction - INFO - Epoch [9][2340/3757] lr: 2.000e-02, eta: 15:25:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2047, loss: 2.2047 2020-06-25 03:57:32,601 - mmaction - INFO - Epoch [9][2360/3757] lr: 2.000e-02, eta: 15:25:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0819, loss: 2.0819 2020-06-25 03:57:38,571 - mmaction - INFO - Epoch [9][2380/3757] lr: 2.000e-02, eta: 15:25:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1676, loss: 2.1676 2020-06-25 03:57:44,603 - mmaction - INFO - Epoch [9][2400/3757] lr: 2.000e-02, eta: 15:25:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0773, loss: 2.0773 2020-06-25 03:57:50,597 - mmaction - INFO - Epoch [9][2420/3757] lr: 2.000e-02, eta: 15:25:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8187, loss_cls: 1.9299, loss: 1.9299 2020-06-25 03:57:56,569 - mmaction - INFO - Epoch [9][2440/3757] lr: 2.000e-02, eta: 15:24:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.8063, loss_cls: 2.0926, loss: 2.0926 2020-06-25 03:58:02,567 - mmaction - INFO - Epoch [9][2460/3757] lr: 2.000e-02, eta: 15:24:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3600, loss: 2.3600 2020-06-25 03:58:08,539 - mmaction - INFO - Epoch [9][2480/3757] lr: 2.000e-02, eta: 15:24:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.4079, loss: 2.4079 2020-06-25 03:58:14,510 - mmaction - INFO - Epoch [9][2500/3757] lr: 2.000e-02, eta: 15:24:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0537, loss: 2.0537 2020-06-25 03:58:20,497 - mmaction - INFO - Epoch [9][2520/3757] lr: 2.000e-02, eta: 15:23:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1265, loss: 2.1265 2020-06-25 03:58:26,475 - mmaction - INFO - Epoch [9][2540/3757] lr: 2.000e-02, eta: 15:23:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2402, loss: 2.2402 2020-06-25 03:58:32,472 - mmaction - INFO - Epoch [9][2560/3757] lr: 2.000e-02, eta: 15:23:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.0429, loss: 2.0429 2020-06-25 03:58:38,468 - mmaction - INFO - Epoch [9][2580/3757] lr: 2.000e-02, eta: 15:23:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0730, loss: 2.0730 2020-06-25 03:58:44,471 - mmaction - INFO - Epoch [9][2600/3757] lr: 2.000e-02, eta: 15:23:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3112, loss: 2.3112 2020-06-25 03:58:50,458 - mmaction - INFO - Epoch [9][2620/3757] lr: 2.000e-02, eta: 15:22:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.2228, loss: 2.2228 2020-06-25 03:58:56,464 - mmaction - INFO - Epoch [9][2640/3757] lr: 2.000e-02, eta: 15:22:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1003, loss: 2.1003 2020-06-25 03:59:02,457 - mmaction - INFO - Epoch [9][2660/3757] lr: 2.000e-02, eta: 15:22:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2926, loss: 2.2926 2020-06-25 03:59:08,442 - mmaction - INFO - Epoch [9][2680/3757] lr: 2.000e-02, eta: 15:22:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0264, loss: 2.0264 2020-06-25 03:59:14,429 - mmaction - INFO - Epoch [9][2700/3757] lr: 2.000e-02, eta: 15:22:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9179, loss: 1.9179 2020-06-25 03:59:20,396 - mmaction - INFO - Epoch [9][2720/3757] lr: 2.000e-02, eta: 15:21:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 2.0582, loss: 2.0582 2020-06-25 03:59:26,373 - mmaction - INFO - Epoch [9][2740/3757] lr: 2.000e-02, eta: 15:21:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1098, loss: 2.1098 2020-06-25 03:59:32,346 - mmaction - INFO - Epoch [9][2760/3757] lr: 2.000e-02, eta: 15:21:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.1877, loss: 2.1877 2020-06-25 03:59:38,320 - mmaction - INFO - Epoch [9][2780/3757] lr: 2.000e-02, eta: 15:21:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8823, loss: 1.8823 2020-06-25 03:59:44,304 - mmaction - INFO - Epoch [9][2800/3757] lr: 2.000e-02, eta: 15:21:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2269, loss: 2.2269 2020-06-25 03:59:50,281 - mmaction - INFO - Epoch [9][2820/3757] lr: 2.000e-02, eta: 15:20:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.9277, loss: 1.9277 2020-06-25 03:59:56,278 - mmaction - INFO - Epoch [9][2840/3757] lr: 2.000e-02, eta: 15:20:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0639, loss: 2.0639 2020-06-25 04:00:03,815 - mmaction - INFO - Epoch [9][2860/3757] lr: 2.000e-02, eta: 15:20:32, time: 0.366, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0848, loss: 2.0848 2020-06-25 04:00:11,981 - mmaction - INFO - Epoch [9][2880/3757] lr: 2.000e-02, eta: 15:20:31, time: 0.419, data_time: 0.017, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.2023, loss: 2.2023 2020-06-25 04:00:17,961 - mmaction - INFO - Epoch [9][2900/3757] lr: 2.000e-02, eta: 15:20:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7752, loss: 1.7752 2020-06-25 04:00:23,930 - mmaction - INFO - Epoch [9][2920/3757] lr: 2.000e-02, eta: 15:20:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.1079, loss: 2.1079 2020-06-25 04:00:29,932 - mmaction - INFO - Epoch [9][2940/3757] lr: 2.000e-02, eta: 15:19:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0796, loss: 2.0796 2020-06-25 04:00:35,934 - mmaction - INFO - Epoch [9][2960/3757] lr: 2.000e-02, eta: 15:19:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4234, loss: 2.4234 2020-06-25 04:00:41,930 - mmaction - INFO - Epoch [9][2980/3757] lr: 2.000e-02, eta: 15:19:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 1.9941, loss: 1.9941 2020-06-25 04:00:47,941 - mmaction - INFO - Epoch [9][3000/3757] lr: 2.000e-02, eta: 15:19:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1317, loss: 2.1317 2020-06-25 04:00:53,918 - mmaction - INFO - Epoch [9][3020/3757] lr: 2.000e-02, eta: 15:19:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0541, loss: 2.0541 2020-06-25 04:00:59,898 - mmaction - INFO - Epoch [9][3040/3757] lr: 2.000e-02, eta: 15:18:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1195, loss: 2.1195 2020-06-25 04:01:05,883 - mmaction - INFO - Epoch [9][3060/3757] lr: 2.000e-02, eta: 15:18:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9727, loss: 1.9727 2020-06-25 04:01:11,864 - mmaction - INFO - Epoch [9][3080/3757] lr: 2.000e-02, eta: 15:18:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2361, loss: 2.2361 2020-06-25 04:01:17,843 - mmaction - INFO - Epoch [9][3100/3757] lr: 2.000e-02, eta: 15:18:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2964, loss: 2.2964 2020-06-25 04:01:23,831 - mmaction - INFO - Epoch [9][3120/3757] lr: 2.000e-02, eta: 15:18:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.4722, loss: 2.4722 2020-06-25 04:01:29,832 - mmaction - INFO - Epoch [9][3140/3757] lr: 2.000e-02, eta: 15:17:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7250, loss_cls: 2.1361, loss: 2.1361 2020-06-25 04:01:35,792 - mmaction - INFO - Epoch [9][3160/3757] lr: 2.000e-02, eta: 15:17:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9429, loss: 1.9429 2020-06-25 04:01:41,785 - mmaction - INFO - Epoch [9][3180/3757] lr: 2.000e-02, eta: 15:17:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2141, loss: 2.2141 2020-06-25 04:01:47,779 - mmaction - INFO - Epoch [9][3200/3757] lr: 2.000e-02, eta: 15:17:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8187, loss_cls: 1.8207, loss: 1.8207 2020-06-25 04:01:53,736 - mmaction - INFO - Epoch [9][3220/3757] lr: 2.000e-02, eta: 15:16:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0463, loss: 2.0463 2020-06-25 04:01:59,741 - mmaction - INFO - Epoch [9][3240/3757] lr: 2.000e-02, eta: 15:16:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.9207, loss: 1.9207 2020-06-25 04:02:05,714 - mmaction - INFO - Epoch [9][3260/3757] lr: 2.000e-02, eta: 15:16:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.2794, loss: 2.2794 2020-06-25 04:02:11,735 - mmaction - INFO - Epoch [9][3280/3757] lr: 2.000e-02, eta: 15:16:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0826, loss: 2.0826 2020-06-25 04:02:17,729 - mmaction - INFO - Epoch [9][3300/3757] lr: 2.000e-02, eta: 15:16:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0643, loss: 2.0643 2020-06-25 04:02:23,690 - mmaction - INFO - Epoch [9][3320/3757] lr: 2.000e-02, eta: 15:15:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1310, loss: 2.1310 2020-06-25 04:02:29,700 - mmaction - INFO - Epoch [9][3340/3757] lr: 2.000e-02, eta: 15:15:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0902, loss: 2.0902 2020-06-25 04:02:35,678 - mmaction - INFO - Epoch [9][3360/3757] lr: 2.000e-02, eta: 15:15:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3191, loss: 2.3191 2020-06-25 04:02:41,671 - mmaction - INFO - Epoch [9][3380/3757] lr: 2.000e-02, eta: 15:15:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3979, loss: 2.3979 2020-06-25 04:02:47,636 - mmaction - INFO - Epoch [9][3400/3757] lr: 2.000e-02, eta: 15:15:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.3286, loss: 2.3286 2020-06-25 04:02:53,653 - mmaction - INFO - Epoch [9][3420/3757] lr: 2.000e-02, eta: 15:14:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9648, loss: 1.9648 2020-06-25 04:02:59,670 - mmaction - INFO - Epoch [9][3440/3757] lr: 2.000e-02, eta: 15:14:44, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9771, loss: 1.9771 2020-06-25 04:03:05,653 - mmaction - INFO - Epoch [9][3460/3757] lr: 2.000e-02, eta: 15:14:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 2.0230, loss: 2.0230 2020-06-25 04:03:11,641 - mmaction - INFO - Epoch [9][3480/3757] lr: 2.000e-02, eta: 15:14:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1037, loss: 2.1037 2020-06-25 04:03:17,623 - mmaction - INFO - Epoch [9][3500/3757] lr: 2.000e-02, eta: 15:14:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.0333, loss: 2.0333 2020-06-25 04:03:23,571 - mmaction - INFO - Epoch [9][3520/3757] lr: 2.000e-02, eta: 15:13:54, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 2.0203, loss: 2.0203 2020-06-25 04:03:29,577 - mmaction - INFO - Epoch [9][3540/3757] lr: 2.000e-02, eta: 15:13:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2856, loss: 2.2856 2020-06-25 04:03:35,574 - mmaction - INFO - Epoch [9][3560/3757] lr: 2.000e-02, eta: 15:13:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.7000, loss_cls: 2.5158, loss: 2.5158 2020-06-25 04:03:41,550 - mmaction - INFO - Epoch [9][3580/3757] lr: 2.000e-02, eta: 15:13:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1176, loss: 2.1176 2020-06-25 04:03:47,535 - mmaction - INFO - Epoch [9][3600/3757] lr: 2.000e-02, eta: 15:13:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1111, loss: 2.1111 2020-06-25 04:03:53,561 - mmaction - INFO - Epoch [9][3620/3757] lr: 2.000e-02, eta: 15:12:53, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9060, loss: 1.9060 2020-06-25 04:03:59,571 - mmaction - INFO - Epoch [9][3640/3757] lr: 2.000e-02, eta: 15:12:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4263, loss: 2.4263 2020-06-25 04:04:05,574 - mmaction - INFO - Epoch [9][3660/3757] lr: 2.000e-02, eta: 15:12:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0792, loss: 2.0792 2020-06-25 04:04:11,574 - mmaction - INFO - Epoch [9][3680/3757] lr: 2.000e-02, eta: 15:12:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9920, loss: 1.9920 2020-06-25 04:04:17,556 - mmaction - INFO - Epoch [9][3700/3757] lr: 2.000e-02, eta: 15:12:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.3088, loss: 2.3088 2020-06-25 04:04:23,543 - mmaction - INFO - Epoch [9][3720/3757] lr: 2.000e-02, eta: 15:11:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.1596, loss: 2.1596 2020-06-25 04:04:29,521 - mmaction - INFO - Epoch [9][3740/3757] lr: 2.000e-02, eta: 15:11:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0104, loss: 2.0104 2020-06-25 04:07:52,398 - mmaction - INFO - Epoch [10][20/3757] lr: 2.000e-02, eta: 15:25:00, time: 9.587, data_time: 9.169, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0772, loss: 2.0772 2020-06-25 04:07:58,473 - mmaction - INFO - Epoch [10][40/3757] lr: 2.000e-02, eta: 15:24:48, time: 0.306, data_time: 0.006, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 1.9869, loss: 1.9869 2020-06-25 04:08:04,473 - mmaction - INFO - Epoch [10][60/3757] lr: 2.000e-02, eta: 15:24:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 2.0164, loss: 2.0164 2020-06-25 04:08:10,479 - mmaction - INFO - Epoch [10][80/3757] lr: 2.000e-02, eta: 15:24:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 2.0253, loss: 2.0253 2020-06-25 04:08:16,464 - mmaction - INFO - Epoch [10][100/3757] lr: 2.000e-02, eta: 15:24:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.1945, loss: 2.1945 2020-06-25 04:08:22,472 - mmaction - INFO - Epoch [10][120/3757] lr: 2.000e-02, eta: 15:23:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8438, loss_cls: 1.7962, loss: 1.7962 2020-06-25 04:08:28,486 - mmaction - INFO - Epoch [10][140/3757] lr: 2.000e-02, eta: 15:23:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2808, loss: 2.2808 2020-06-25 04:08:34,484 - mmaction - INFO - Epoch [10][160/3757] lr: 2.000e-02, eta: 15:23:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.0467, loss: 2.0467 2020-06-25 04:08:40,467 - mmaction - INFO - Epoch [10][180/3757] lr: 2.000e-02, eta: 15:23:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.1027, loss: 2.1027 2020-06-25 04:08:46,467 - mmaction - INFO - Epoch [10][200/3757] lr: 2.000e-02, eta: 15:23:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9857, loss: 1.9857 2020-06-25 04:08:52,461 - mmaction - INFO - Epoch [10][220/3757] lr: 2.000e-02, eta: 15:22:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3736, loss: 2.3736 2020-06-25 04:08:58,442 - mmaction - INFO - Epoch [10][240/3757] lr: 2.000e-02, eta: 15:22:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2676, loss: 2.2676 2020-06-25 04:09:04,422 - mmaction - INFO - Epoch [10][260/3757] lr: 2.000e-02, eta: 15:22:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0542, loss: 2.0542 2020-06-25 04:09:10,419 - mmaction - INFO - Epoch [10][280/3757] lr: 2.000e-02, eta: 15:22:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.9194, loss: 1.9194 2020-06-25 04:09:16,418 - mmaction - INFO - Epoch [10][300/3757] lr: 2.000e-02, eta: 15:22:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2496, loss: 2.2496 2020-06-25 04:09:22,422 - mmaction - INFO - Epoch [10][320/3757] lr: 2.000e-02, eta: 15:21:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2084, loss: 2.2084 2020-06-25 04:09:28,410 - mmaction - INFO - Epoch [10][340/3757] lr: 2.000e-02, eta: 15:21:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1978, loss: 2.1978 2020-06-25 04:09:34,391 - mmaction - INFO - Epoch [10][360/3757] lr: 2.000e-02, eta: 15:21:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3350, loss: 2.3350 2020-06-25 04:09:40,378 - mmaction - INFO - Epoch [10][380/3757] lr: 2.000e-02, eta: 15:21:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.9739, loss: 1.9739 2020-06-25 04:09:46,377 - mmaction - INFO - Epoch [10][400/3757] lr: 2.000e-02, eta: 15:21:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9429, loss: 1.9429 2020-06-25 04:09:52,355 - mmaction - INFO - Epoch [10][420/3757] lr: 2.000e-02, eta: 15:20:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.8796, loss: 1.8796 2020-06-25 04:09:58,333 - mmaction - INFO - Epoch [10][440/3757] lr: 2.000e-02, eta: 15:20:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0487, loss: 2.0487 2020-06-25 04:10:04,443 - mmaction - INFO - Epoch [10][460/3757] lr: 2.000e-02, eta: 15:20:23, time: 0.306, data_time: 0.002, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1555, loss: 2.1555 2020-06-25 04:10:10,426 - mmaction - INFO - Epoch [10][480/3757] lr: 2.000e-02, eta: 15:20:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3144, loss: 2.3144 2020-06-25 04:10:16,397 - mmaction - INFO - Epoch [10][500/3757] lr: 2.000e-02, eta: 15:19:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1903, loss: 2.1903 2020-06-25 04:10:22,358 - mmaction - INFO - Epoch [10][520/3757] lr: 2.000e-02, eta: 15:19:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7709, loss: 1.7709 2020-06-25 04:10:28,340 - mmaction - INFO - Epoch [10][540/3757] lr: 2.000e-02, eta: 15:19:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.1451, loss: 2.1451 2020-06-25 04:10:34,350 - mmaction - INFO - Epoch [10][560/3757] lr: 2.000e-02, eta: 15:19:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1051, loss: 2.1051 2020-06-25 04:10:40,351 - mmaction - INFO - Epoch [10][580/3757] lr: 2.000e-02, eta: 15:19:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.2227, loss: 2.2227 2020-06-25 04:10:46,351 - mmaction - INFO - Epoch [10][600/3757] lr: 2.000e-02, eta: 15:18:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.9985, loss: 1.9985 2020-06-25 04:10:52,341 - mmaction - INFO - Epoch [10][620/3757] lr: 2.000e-02, eta: 15:18:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1581, loss: 2.1581 2020-06-25 04:10:58,335 - mmaction - INFO - Epoch [10][640/3757] lr: 2.000e-02, eta: 15:18:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.1848, loss: 2.1848 2020-06-25 04:11:04,336 - mmaction - INFO - Epoch [10][660/3757] lr: 2.000e-02, eta: 15:18:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0413, loss: 2.0413 2020-06-25 04:11:10,308 - mmaction - INFO - Epoch [10][680/3757] lr: 2.000e-02, eta: 15:18:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9653, loss: 1.9653 2020-06-25 04:11:16,298 - mmaction - INFO - Epoch [10][700/3757] lr: 2.000e-02, eta: 15:17:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0383, loss: 2.0383 2020-06-25 04:11:22,306 - mmaction - INFO - Epoch [10][720/3757] lr: 2.000e-02, eta: 15:17:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0100, loss: 2.0100 2020-06-25 04:11:28,293 - mmaction - INFO - Epoch [10][740/3757] lr: 2.000e-02, eta: 15:17:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9923, loss: 1.9923 2020-06-25 04:11:34,291 - mmaction - INFO - Epoch [10][760/3757] lr: 2.000e-02, eta: 15:17:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7904, loss: 1.7904 2020-06-25 04:11:40,263 - mmaction - INFO - Epoch [10][780/3757] lr: 2.000e-02, eta: 15:17:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8250, loss_cls: 1.9294, loss: 1.9294 2020-06-25 04:11:46,260 - mmaction - INFO - Epoch [10][800/3757] lr: 2.000e-02, eta: 15:16:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9922, loss: 1.9922 2020-06-25 04:11:52,274 - mmaction - INFO - Epoch [10][820/3757] lr: 2.000e-02, eta: 15:16:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.0938, loss: 2.0938 2020-06-25 04:11:58,294 - mmaction - INFO - Epoch [10][840/3757] lr: 2.000e-02, eta: 15:16:26, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1357, loss: 2.1357 2020-06-25 04:12:04,266 - mmaction - INFO - Epoch [10][860/3757] lr: 2.000e-02, eta: 15:16:13, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.3875, top5_acc: 0.7312, loss_cls: 2.3810, loss: 2.3810 2020-06-25 04:12:10,293 - mmaction - INFO - Epoch [10][880/3757] lr: 2.000e-02, eta: 15:16:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8667, loss: 1.8667 2020-06-25 04:12:16,290 - mmaction - INFO - Epoch [10][900/3757] lr: 2.000e-02, eta: 15:15:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2997, loss: 2.2997 2020-06-25 04:12:22,254 - mmaction - INFO - Epoch [10][920/3757] lr: 2.000e-02, eta: 15:15:36, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1389, loss: 2.1389 2020-06-25 04:12:28,283 - mmaction - INFO - Epoch [10][940/3757] lr: 2.000e-02, eta: 15:15:24, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9757, loss: 1.9757 2020-06-25 04:12:34,326 - mmaction - INFO - Epoch [10][960/3757] lr: 2.000e-02, eta: 15:15:11, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8316, loss: 1.8316 2020-06-25 04:12:40,334 - mmaction - INFO - Epoch [10][980/3757] lr: 2.000e-02, eta: 15:14:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 2.1007, loss: 2.1007 2020-06-25 04:12:46,331 - mmaction - INFO - Epoch [10][1000/3757] lr: 2.000e-02, eta: 15:14:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.3427, loss: 2.3427 2020-06-25 04:12:52,329 - mmaction - INFO - Epoch [10][1020/3757] lr: 2.000e-02, eta: 15:14:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9511, loss: 1.9511 2020-06-25 04:12:58,309 - mmaction - INFO - Epoch [10][1040/3757] lr: 2.000e-02, eta: 15:14:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1029, loss: 2.1029 2020-06-25 04:13:04,289 - mmaction - INFO - Epoch [10][1060/3757] lr: 2.000e-02, eta: 15:14:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0370, loss: 2.0370 2020-06-25 04:13:10,301 - mmaction - INFO - Epoch [10][1080/3757] lr: 2.000e-02, eta: 15:13:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7321, loss: 1.7321 2020-06-25 04:13:16,280 - mmaction - INFO - Epoch [10][1100/3757] lr: 2.000e-02, eta: 15:13:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1134, loss: 2.1134 2020-06-25 04:13:22,259 - mmaction - INFO - Epoch [10][1120/3757] lr: 2.000e-02, eta: 15:13:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0174, loss: 2.0174 2020-06-25 04:13:28,279 - mmaction - INFO - Epoch [10][1140/3757] lr: 2.000e-02, eta: 15:13:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0627, loss: 2.0627 2020-06-25 04:13:34,288 - mmaction - INFO - Epoch [10][1160/3757] lr: 2.000e-02, eta: 15:13:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0463, loss: 2.0463 2020-06-25 04:13:40,297 - mmaction - INFO - Epoch [10][1180/3757] lr: 2.000e-02, eta: 15:12:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.2195, loss: 2.2195 2020-06-25 04:13:46,300 - mmaction - INFO - Epoch [10][1200/3757] lr: 2.000e-02, eta: 15:12:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1363, loss: 2.1363 2020-06-25 04:13:52,252 - mmaction - INFO - Epoch [10][1220/3757] lr: 2.000e-02, eta: 15:12:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9726, loss: 1.9726 2020-06-25 04:13:58,266 - mmaction - INFO - Epoch [10][1240/3757] lr: 2.000e-02, eta: 15:12:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1478, loss: 2.1478 2020-06-25 04:14:04,858 - mmaction - INFO - Epoch [10][1260/3757] lr: 2.000e-02, eta: 15:12:09, time: 0.330, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3318, loss: 2.3318 2020-06-25 04:14:10,878 - mmaction - INFO - Epoch [10][1280/3757] lr: 2.000e-02, eta: 15:11:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.3257, loss: 2.3257 2020-06-25 04:14:16,906 - mmaction - INFO - Epoch [10][1300/3757] lr: 2.000e-02, eta: 15:11:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0350, loss: 2.0350 2020-06-25 04:14:22,908 - mmaction - INFO - Epoch [10][1320/3757] lr: 2.000e-02, eta: 15:11:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.8755, loss: 1.8755 2020-06-25 04:14:28,912 - mmaction - INFO - Epoch [10][1340/3757] lr: 2.000e-02, eta: 15:11:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1615, loss: 2.1615 2020-06-25 04:14:34,916 - mmaction - INFO - Epoch [10][1360/3757] lr: 2.000e-02, eta: 15:11:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1949, loss: 2.1949 2020-06-25 04:14:40,920 - mmaction - INFO - Epoch [10][1380/3757] lr: 2.000e-02, eta: 15:10:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.1838, loss: 2.1838 2020-06-25 04:14:46,957 - mmaction - INFO - Epoch [10][1400/3757] lr: 2.000e-02, eta: 15:10:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3038, loss: 2.3038 2020-06-25 04:14:52,985 - mmaction - INFO - Epoch [10][1420/3757] lr: 2.000e-02, eta: 15:10:32, time: 0.302, data_time: 0.002, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9578, loss: 1.9578 2020-06-25 04:14:58,980 - mmaction - INFO - Epoch [10][1440/3757] lr: 2.000e-02, eta: 15:10:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.3080, loss: 2.3080 2020-06-25 04:15:05,240 - mmaction - INFO - Epoch [10][1460/3757] lr: 2.000e-02, eta: 15:10:09, time: 0.313, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.3641, loss: 2.3641 2020-06-25 04:15:11,233 - mmaction - INFO - Epoch [10][1480/3757] lr: 2.000e-02, eta: 15:09:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0078, loss: 2.0078 2020-06-25 04:15:17,206 - mmaction - INFO - Epoch [10][1500/3757] lr: 2.000e-02, eta: 15:09:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7562, loss_cls: 2.1775, loss: 2.1775 2020-06-25 04:15:23,224 - mmaction - INFO - Epoch [10][1520/3757] lr: 2.000e-02, eta: 15:09:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.8438, loss: 1.8438 2020-06-25 04:15:29,199 - mmaction - INFO - Epoch [10][1540/3757] lr: 2.000e-02, eta: 15:09:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1868, loss: 2.1868 2020-06-25 04:15:35,213 - mmaction - INFO - Epoch [10][1560/3757] lr: 2.000e-02, eta: 15:09:08, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0398, loss: 2.0398 2020-06-25 04:15:41,201 - mmaction - INFO - Epoch [10][1580/3757] lr: 2.000e-02, eta: 15:08:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.1829, loss: 2.1829 2020-06-25 04:15:47,213 - mmaction - INFO - Epoch [10][1600/3757] lr: 2.000e-02, eta: 15:08:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.2796, loss: 2.2796 2020-06-25 04:15:53,263 - mmaction - INFO - Epoch [10][1620/3757] lr: 2.000e-02, eta: 15:08:32, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0888, loss: 2.0888 2020-06-25 04:15:59,258 - mmaction - INFO - Epoch [10][1640/3757] lr: 2.000e-02, eta: 15:08:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0725, loss: 2.0725 2020-06-25 04:16:05,264 - mmaction - INFO - Epoch [10][1660/3757] lr: 2.000e-02, eta: 15:08:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9702, loss: 1.9702 2020-06-25 04:16:11,294 - mmaction - INFO - Epoch [10][1680/3757] lr: 2.000e-02, eta: 15:07:56, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.0814, loss: 2.0814 2020-06-25 04:16:17,251 - mmaction - INFO - Epoch [10][1700/3757] lr: 2.000e-02, eta: 15:07:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2792, loss: 2.2792 2020-06-25 04:16:23,224 - mmaction - INFO - Epoch [10][1720/3757] lr: 2.000e-02, eta: 15:07:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.8755, loss: 1.8755 2020-06-25 04:16:29,200 - mmaction - INFO - Epoch [10][1740/3757] lr: 2.000e-02, eta: 15:07:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4625, loss: 2.4625 2020-06-25 04:16:35,193 - mmaction - INFO - Epoch [10][1760/3757] lr: 2.000e-02, eta: 15:07:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0998, loss: 2.0998 2020-06-25 04:16:41,196 - mmaction - INFO - Epoch [10][1780/3757] lr: 2.000e-02, eta: 15:06:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2844, loss: 2.2844 2020-06-25 04:16:47,205 - mmaction - INFO - Epoch [10][1800/3757] lr: 2.000e-02, eta: 15:06:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.0051, loss: 2.0051 2020-06-25 04:16:53,194 - mmaction - INFO - Epoch [10][1820/3757] lr: 2.000e-02, eta: 15:06:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.1077, loss: 2.1077 2020-06-25 04:16:59,213 - mmaction - INFO - Epoch [10][1840/3757] lr: 2.000e-02, eta: 15:06:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2873, loss: 2.2873 2020-06-25 04:17:05,215 - mmaction - INFO - Epoch [10][1860/3757] lr: 2.000e-02, eta: 15:06:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2505, loss: 2.2505 2020-06-25 04:17:11,198 - mmaction - INFO - Epoch [10][1880/3757] lr: 2.000e-02, eta: 15:05:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.1991, loss: 2.1991 2020-06-25 04:17:17,173 - mmaction - INFO - Epoch [10][1900/3757] lr: 2.000e-02, eta: 15:05:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9919, loss: 1.9919 2020-06-25 04:17:23,127 - mmaction - INFO - Epoch [10][1920/3757] lr: 2.000e-02, eta: 15:05:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1085, loss: 2.1085 2020-06-25 04:17:29,129 - mmaction - INFO - Epoch [10][1940/3757] lr: 2.000e-02, eta: 15:05:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.1681, loss: 2.1681 2020-06-25 04:17:35,121 - mmaction - INFO - Epoch [10][1960/3757] lr: 2.000e-02, eta: 15:05:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1496, loss: 2.1496 2020-06-25 04:17:41,146 - mmaction - INFO - Epoch [10][1980/3757] lr: 2.000e-02, eta: 15:04:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2770, loss: 2.2770 2020-06-25 04:17:47,161 - mmaction - INFO - Epoch [10][2000/3757] lr: 2.000e-02, eta: 15:04:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.2050, loss: 2.2050 2020-06-25 04:17:53,148 - mmaction - INFO - Epoch [10][2020/3757] lr: 2.000e-02, eta: 15:04:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1521, loss: 2.1521 2020-06-25 04:17:59,146 - mmaction - INFO - Epoch [10][2040/3757] lr: 2.000e-02, eta: 15:04:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.2157, loss: 2.2157 2020-06-25 04:18:05,131 - mmaction - INFO - Epoch [10][2060/3757] lr: 2.000e-02, eta: 15:04:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 2.0100, loss: 2.0100 2020-06-25 04:18:11,130 - mmaction - INFO - Epoch [10][2080/3757] lr: 2.000e-02, eta: 15:03:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8250, loss_cls: 1.9084, loss: 1.9084 2020-06-25 04:18:17,115 - mmaction - INFO - Epoch [10][2100/3757] lr: 2.000e-02, eta: 15:03:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8889, loss: 1.8889 2020-06-25 04:18:23,100 - mmaction - INFO - Epoch [10][2120/3757] lr: 2.000e-02, eta: 15:03:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.1424, loss: 2.1424 2020-06-25 04:18:29,086 - mmaction - INFO - Epoch [10][2140/3757] lr: 2.000e-02, eta: 15:03:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.1635, loss: 2.1635 2020-06-25 04:18:35,090 - mmaction - INFO - Epoch [10][2160/3757] lr: 2.000e-02, eta: 15:03:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 1.9658, loss: 1.9658 2020-06-25 04:18:41,071 - mmaction - INFO - Epoch [10][2180/3757] lr: 2.000e-02, eta: 15:02:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0777, loss: 2.0777 2020-06-25 04:18:47,060 - mmaction - INFO - Epoch [10][2200/3757] lr: 2.000e-02, eta: 15:02:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8220, loss: 1.8220 2020-06-25 04:18:53,038 - mmaction - INFO - Epoch [10][2220/3757] lr: 2.000e-02, eta: 15:02:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7937, loss_cls: 1.9043, loss: 1.9043 2020-06-25 04:18:59,036 - mmaction - INFO - Epoch [10][2240/3757] lr: 2.000e-02, eta: 15:02:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2011, loss: 2.2011 2020-06-25 04:19:04,998 - mmaction - INFO - Epoch [10][2260/3757] lr: 2.000e-02, eta: 15:02:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7562, loss_cls: 2.0972, loss: 2.0972 2020-06-25 04:19:10,972 - mmaction - INFO - Epoch [10][2280/3757] lr: 2.000e-02, eta: 15:01:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9728, loss: 1.9728 2020-06-25 04:19:16,974 - mmaction - INFO - Epoch [10][2300/3757] lr: 2.000e-02, eta: 15:01:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7562, loss_cls: 2.3587, loss: 2.3587 2020-06-25 04:19:22,977 - mmaction - INFO - Epoch [10][2320/3757] lr: 2.000e-02, eta: 15:01:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0821, loss: 2.0821 2020-06-25 04:19:28,983 - mmaction - INFO - Epoch [10][2340/3757] lr: 2.000e-02, eta: 15:01:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1347, loss: 2.1347 2020-06-25 04:19:34,971 - mmaction - INFO - Epoch [10][2360/3757] lr: 2.000e-02, eta: 15:01:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0305, loss: 2.0305 2020-06-25 04:19:40,966 - mmaction - INFO - Epoch [10][2380/3757] lr: 2.000e-02, eta: 15:00:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1191, loss: 2.1191 2020-06-25 04:19:46,960 - mmaction - INFO - Epoch [10][2400/3757] lr: 2.000e-02, eta: 15:00:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.1991, loss: 2.1991 2020-06-25 04:19:52,957 - mmaction - INFO - Epoch [10][2420/3757] lr: 2.000e-02, eta: 15:00:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0345, loss: 2.0345 2020-06-25 04:19:58,915 - mmaction - INFO - Epoch [10][2440/3757] lr: 2.000e-02, eta: 15:00:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9823, loss: 1.9823 2020-06-25 04:20:04,890 - mmaction - INFO - Epoch [10][2460/3757] lr: 2.000e-02, eta: 15:00:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 2.0697, loss: 2.0697 2020-06-25 04:20:10,879 - mmaction - INFO - Epoch [10][2480/3757] lr: 2.000e-02, eta: 14:59:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2894, loss: 2.2894 2020-06-25 04:20:16,884 - mmaction - INFO - Epoch [10][2500/3757] lr: 2.000e-02, eta: 14:59:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 2.0197, loss: 2.0197 2020-06-25 04:20:22,854 - mmaction - INFO - Epoch [10][2520/3757] lr: 2.000e-02, eta: 14:59:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3373, loss: 2.3373 2020-06-25 04:20:28,816 - mmaction - INFO - Epoch [10][2540/3757] lr: 2.000e-02, eta: 14:59:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.3173, loss: 2.3173 2020-06-25 04:20:34,786 - mmaction - INFO - Epoch [10][2560/3757] lr: 2.000e-02, eta: 14:59:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4369, loss: 2.4369 2020-06-25 04:20:40,739 - mmaction - INFO - Epoch [10][2580/3757] lr: 2.000e-02, eta: 14:58:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2520, loss: 2.2520 2020-06-25 04:20:46,768 - mmaction - INFO - Epoch [10][2600/3757] lr: 2.000e-02, eta: 14:58:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1633, loss: 2.1633 2020-06-25 04:20:52,761 - mmaction - INFO - Epoch [10][2620/3757] lr: 2.000e-02, eta: 14:58:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2238, loss: 2.2238 2020-06-25 04:20:58,742 - mmaction - INFO - Epoch [10][2640/3757] lr: 2.000e-02, eta: 14:58:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.5346, loss: 2.5346 2020-06-25 04:21:04,731 - mmaction - INFO - Epoch [10][2660/3757] lr: 2.000e-02, eta: 14:58:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4118, loss: 2.4118 2020-06-25 04:21:10,706 - mmaction - INFO - Epoch [10][2680/3757] lr: 2.000e-02, eta: 14:57:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.3845, loss: 2.3845 2020-06-25 04:21:16,704 - mmaction - INFO - Epoch [10][2700/3757] lr: 2.000e-02, eta: 14:57:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.0071, loss: 2.0071 2020-06-25 04:21:22,721 - mmaction - INFO - Epoch [10][2720/3757] lr: 2.000e-02, eta: 14:57:34, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9709, loss: 1.9709 2020-06-25 04:21:28,695 - mmaction - INFO - Epoch [10][2740/3757] lr: 2.000e-02, eta: 14:57:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.4359, loss: 2.4359 2020-06-25 04:21:34,679 - mmaction - INFO - Epoch [10][2760/3757] lr: 2.000e-02, eta: 14:57:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1397, loss: 2.1397 2020-06-25 04:21:40,695 - mmaction - INFO - Epoch [10][2780/3757] lr: 2.000e-02, eta: 14:56:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3036, loss: 2.3036 2020-06-25 04:21:46,644 - mmaction - INFO - Epoch [10][2800/3757] lr: 2.000e-02, eta: 14:56:46, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1192, loss: 2.1192 2020-06-25 04:21:52,630 - mmaction - INFO - Epoch [10][2820/3757] lr: 2.000e-02, eta: 14:56:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9631, loss: 1.9631 2020-06-25 04:21:58,623 - mmaction - INFO - Epoch [10][2840/3757] lr: 2.000e-02, eta: 14:56:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3640, loss: 2.3640 2020-06-25 04:22:04,627 - mmaction - INFO - Epoch [10][2860/3757] lr: 2.000e-02, eta: 14:56:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.3573, loss: 2.3573 2020-06-25 04:22:10,611 - mmaction - INFO - Epoch [10][2880/3757] lr: 2.000e-02, eta: 14:55:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.1622, loss: 2.1622 2020-06-25 04:22:16,585 - mmaction - INFO - Epoch [10][2900/3757] lr: 2.000e-02, eta: 14:55:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2481, loss: 2.2481 2020-06-25 04:22:22,575 - mmaction - INFO - Epoch [10][2920/3757] lr: 2.000e-02, eta: 14:55:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1379, loss: 2.1379 2020-06-25 04:22:28,571 - mmaction - INFO - Epoch [10][2940/3757] lr: 2.000e-02, eta: 14:55:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3545, loss: 2.3545 2020-06-25 04:22:34,561 - mmaction - INFO - Epoch [10][2960/3757] lr: 2.000e-02, eta: 14:55:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0206, loss: 2.0206 2020-06-25 04:22:40,546 - mmaction - INFO - Epoch [10][2980/3757] lr: 2.000e-02, eta: 14:55:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0098, loss: 2.0098 2020-06-25 04:22:46,549 - mmaction - INFO - Epoch [10][3000/3757] lr: 2.000e-02, eta: 14:54:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1030, loss: 2.1030 2020-06-25 04:22:52,552 - mmaction - INFO - Epoch [10][3020/3757] lr: 2.000e-02, eta: 14:54:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8716, loss: 1.8716 2020-06-25 04:22:58,539 - mmaction - INFO - Epoch [10][3040/3757] lr: 2.000e-02, eta: 14:54:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.2158, loss: 2.2158 2020-06-25 04:23:04,541 - mmaction - INFO - Epoch [10][3060/3757] lr: 2.000e-02, eta: 14:54:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 2.0817, loss: 2.0817 2020-06-25 04:23:10,520 - mmaction - INFO - Epoch [10][3080/3757] lr: 2.000e-02, eta: 14:54:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0112, loss: 2.0112 2020-06-25 04:23:16,509 - mmaction - INFO - Epoch [10][3100/3757] lr: 2.000e-02, eta: 14:53:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9826, loss: 1.9826 2020-06-25 04:23:22,488 - mmaction - INFO - Epoch [10][3120/3757] lr: 2.000e-02, eta: 14:53:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7875, loss_cls: 2.1054, loss: 2.1054 2020-06-25 04:23:28,469 - mmaction - INFO - Epoch [10][3140/3757] lr: 2.000e-02, eta: 14:53:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2314, loss: 2.2314 2020-06-25 04:23:34,478 - mmaction - INFO - Epoch [10][3160/3757] lr: 2.000e-02, eta: 14:53:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.2975, loss: 2.2975 2020-06-25 04:23:40,466 - mmaction - INFO - Epoch [10][3180/3757] lr: 2.000e-02, eta: 14:53:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2473, loss: 2.2473 2020-06-25 04:23:46,447 - mmaction - INFO - Epoch [10][3200/3757] lr: 2.000e-02, eta: 14:52:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3375, loss: 2.3375 2020-06-25 04:23:52,429 - mmaction - INFO - Epoch [10][3220/3757] lr: 2.000e-02, eta: 14:52:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7663, loss: 1.7663 2020-06-25 04:23:58,381 - mmaction - INFO - Epoch [10][3240/3757] lr: 2.000e-02, eta: 14:52:29, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0507, loss: 2.0507 2020-06-25 04:24:04,380 - mmaction - INFO - Epoch [10][3260/3757] lr: 2.000e-02, eta: 14:52:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2735, loss: 2.2735 2020-06-25 04:24:10,364 - mmaction - INFO - Epoch [10][3280/3757] lr: 2.000e-02, eta: 14:52:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.5263, loss: 2.5263 2020-06-25 04:24:16,338 - mmaction - INFO - Epoch [10][3300/3757] lr: 2.000e-02, eta: 14:51:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9656, loss: 1.9656 2020-06-25 04:24:22,310 - mmaction - INFO - Epoch [10][3320/3757] lr: 2.000e-02, eta: 14:51:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5146, loss: 2.5146 2020-06-25 04:24:28,292 - mmaction - INFO - Epoch [10][3340/3757] lr: 2.000e-02, eta: 14:51:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.2943, loss: 2.2943 2020-06-25 04:24:34,277 - mmaction - INFO - Epoch [10][3360/3757] lr: 2.000e-02, eta: 14:51:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7737, loss: 1.7737 2020-06-25 04:24:40,259 - mmaction - INFO - Epoch [10][3380/3757] lr: 2.000e-02, eta: 14:51:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8939, loss: 1.8939 2020-06-25 04:24:46,240 - mmaction - INFO - Epoch [10][3400/3757] lr: 2.000e-02, eta: 14:50:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1736, loss: 2.1736 2020-06-25 04:24:52,197 - mmaction - INFO - Epoch [10][3420/3757] lr: 2.000e-02, eta: 14:50:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.1974, loss: 2.1974 2020-06-25 04:24:58,185 - mmaction - INFO - Epoch [10][3440/3757] lr: 2.000e-02, eta: 14:50:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6687, loss_cls: 2.4177, loss: 2.4177 2020-06-25 04:25:04,187 - mmaction - INFO - Epoch [10][3460/3757] lr: 2.000e-02, eta: 14:50:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1470, loss: 2.1470 2020-06-25 04:25:10,139 - mmaction - INFO - Epoch [10][3480/3757] lr: 2.000e-02, eta: 14:50:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0566, loss: 2.0566 2020-06-25 04:25:16,108 - mmaction - INFO - Epoch [10][3500/3757] lr: 2.000e-02, eta: 14:49:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0240, loss: 2.0240 2020-06-25 04:25:22,089 - mmaction - INFO - Epoch [10][3520/3757] lr: 2.000e-02, eta: 14:49:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2474, loss: 2.2474 2020-06-25 04:25:28,030 - mmaction - INFO - Epoch [10][3540/3757] lr: 2.000e-02, eta: 14:49:34, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.7959, loss: 1.7959 2020-06-25 04:26:05,171 - mmaction - INFO - Epoch [10][3560/3757] lr: 2.000e-02, eta: 14:51:28, time: 1.857, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0690, loss: 2.0690 2020-06-25 04:26:11,213 - mmaction - INFO - Epoch [10][3580/3757] lr: 2.000e-02, eta: 14:51:17, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.8965, loss: 1.8965 2020-06-25 04:26:17,191 - mmaction - INFO - Epoch [10][3600/3757] lr: 2.000e-02, eta: 14:51:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1928, loss: 2.1928 2020-06-25 04:26:23,227 - mmaction - INFO - Epoch [10][3620/3757] lr: 2.000e-02, eta: 14:50:54, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3118, loss: 2.3118 2020-06-25 04:26:29,198 - mmaction - INFO - Epoch [10][3640/3757] lr: 2.000e-02, eta: 14:50:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2637, loss: 2.2637 2020-06-25 04:26:35,209 - mmaction - INFO - Epoch [10][3660/3757] lr: 2.000e-02, eta: 14:50:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.3020, loss: 2.3020 2020-06-25 04:26:41,196 - mmaction - INFO - Epoch [10][3680/3757] lr: 2.000e-02, eta: 14:50:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7750, loss_cls: 2.1659, loss: 2.1659 2020-06-25 04:26:47,164 - mmaction - INFO - Epoch [10][3700/3757] lr: 2.000e-02, eta: 14:50:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.2918, loss: 2.2918 2020-06-25 04:26:53,199 - mmaction - INFO - Epoch [10][3720/3757] lr: 2.000e-02, eta: 14:49:56, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2260, loss: 2.2260 2020-06-25 04:26:59,205 - mmaction - INFO - Epoch [10][3740/3757] lr: 2.000e-02, eta: 14:49:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.3161, loss: 2.3161 2020-06-25 04:27:10,742 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-06-25 04:32:05,334 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 04:32:06,062 - mmaction - INFO - top1_acc 0.5357 top5_acc 0.7878 2020-06-25 04:32:06,062 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 04:32:06,113 - mmaction - INFO - mean_acc 0.5355 2020-06-25 04:32:06,119 - mmaction - INFO - Epoch [10][3757/3757] lr: 2.000e-02, top1_acc: 0.5357, top5_acc: 0.7878, mean_class_accuracy: 0.5355 2020-06-25 04:35:30,158 - mmaction - INFO - Epoch [11][20/3757] lr: 2.000e-02, eta: 15:02:14, time: 10.199, data_time: 9.788, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1303, loss: 2.1303 2020-06-25 04:35:36,292 - mmaction - INFO - Epoch [11][40/3757] lr: 2.000e-02, eta: 15:02:03, time: 0.308, data_time: 0.008, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1293, loss: 2.1293 2020-06-25 04:35:42,325 - mmaction - INFO - Epoch [11][60/3757] lr: 2.000e-02, eta: 15:01:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7812, loss_cls: 2.0670, loss: 2.0670 2020-06-25 04:35:48,294 - mmaction - INFO - Epoch [11][80/3757] lr: 2.000e-02, eta: 15:01:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0529, loss: 2.0529 2020-06-25 04:35:54,284 - mmaction - INFO - Epoch [11][100/3757] lr: 2.000e-02, eta: 15:01:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0748, loss: 2.0748 2020-06-25 04:36:00,258 - mmaction - INFO - Epoch [11][120/3757] lr: 2.000e-02, eta: 15:01:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1922, loss: 2.1922 2020-06-25 04:36:06,249 - mmaction - INFO - Epoch [11][140/3757] lr: 2.000e-02, eta: 15:01:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9139, loss: 1.9139 2020-06-25 04:36:12,251 - mmaction - INFO - Epoch [11][160/3757] lr: 2.000e-02, eta: 15:00:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9322, loss: 1.9322 2020-06-25 04:36:18,233 - mmaction - INFO - Epoch [11][180/3757] lr: 2.000e-02, eta: 15:00:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8864, loss: 1.8864 2020-06-25 04:36:24,218 - mmaction - INFO - Epoch [11][200/3757] lr: 2.000e-02, eta: 15:00:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1059, loss: 2.1059 2020-06-25 04:36:30,194 - mmaction - INFO - Epoch [11][220/3757] lr: 2.000e-02, eta: 15:00:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1572, loss: 2.1572 2020-06-25 04:36:36,191 - mmaction - INFO - Epoch [11][240/3757] lr: 2.000e-02, eta: 15:00:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9846, loss: 1.9846 2020-06-25 04:36:42,190 - mmaction - INFO - Epoch [11][260/3757] lr: 2.000e-02, eta: 14:59:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0986, loss: 2.0986 2020-06-25 04:36:48,188 - mmaction - INFO - Epoch [11][280/3757] lr: 2.000e-02, eta: 14:59:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0360, loss: 2.0360 2020-06-25 04:36:54,187 - mmaction - INFO - Epoch [11][300/3757] lr: 2.000e-02, eta: 14:59:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0287, loss: 2.0287 2020-06-25 04:37:00,198 - mmaction - INFO - Epoch [11][320/3757] lr: 2.000e-02, eta: 14:59:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.3710, loss: 2.3710 2020-06-25 04:37:06,191 - mmaction - INFO - Epoch [11][340/3757] lr: 2.000e-02, eta: 14:59:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.5673, loss: 2.5673 2020-06-25 04:37:12,158 - mmaction - INFO - Epoch [11][360/3757] lr: 2.000e-02, eta: 14:58:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0402, loss: 2.0402 2020-06-25 04:37:18,148 - mmaction - INFO - Epoch [11][380/3757] lr: 2.000e-02, eta: 14:58:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 1.8809, loss: 1.8809 2020-06-25 04:37:24,124 - mmaction - INFO - Epoch [11][400/3757] lr: 2.000e-02, eta: 14:58:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0220, loss: 2.0220 2020-06-25 04:37:30,108 - mmaction - INFO - Epoch [11][420/3757] lr: 2.000e-02, eta: 14:58:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.2258, loss: 2.2258 2020-06-25 04:37:36,122 - mmaction - INFO - Epoch [11][440/3757] lr: 2.000e-02, eta: 14:58:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9204, loss: 1.9204 2020-06-25 04:37:42,111 - mmaction - INFO - Epoch [11][460/3757] lr: 2.000e-02, eta: 14:57:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1961, loss: 2.1961 2020-06-25 04:37:48,083 - mmaction - INFO - Epoch [11][480/3757] lr: 2.000e-02, eta: 14:57:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0329, loss: 2.0329 2020-06-25 04:37:54,060 - mmaction - INFO - Epoch [11][500/3757] lr: 2.000e-02, eta: 14:57:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1604, loss: 2.1604 2020-06-25 04:38:00,044 - mmaction - INFO - Epoch [11][520/3757] lr: 2.000e-02, eta: 14:57:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2260, loss: 2.2260 2020-06-25 04:38:06,019 - mmaction - INFO - Epoch [11][540/3757] lr: 2.000e-02, eta: 14:57:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7625, loss_cls: 2.1888, loss: 2.1888 2020-06-25 04:38:12,038 - mmaction - INFO - Epoch [11][560/3757] lr: 2.000e-02, eta: 14:56:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9648, loss: 1.9648 2020-06-25 04:38:18,004 - mmaction - INFO - Epoch [11][580/3757] lr: 2.000e-02, eta: 14:56:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 1.8665, loss: 1.8665 2020-06-25 04:38:23,975 - mmaction - INFO - Epoch [11][600/3757] lr: 2.000e-02, eta: 14:56:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 2.0216, loss: 2.0216 2020-06-25 04:38:29,979 - mmaction - INFO - Epoch [11][620/3757] lr: 2.000e-02, eta: 14:56:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9086, loss: 1.9086 2020-06-25 04:38:35,990 - mmaction - INFO - Epoch [11][640/3757] lr: 2.000e-02, eta: 14:56:04, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2165, loss: 2.2165 2020-06-25 04:38:42,010 - mmaction - INFO - Epoch [11][660/3757] lr: 2.000e-02, eta: 14:55:52, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0045, loss: 2.0045 2020-06-25 04:38:47,977 - mmaction - INFO - Epoch [11][680/3757] lr: 2.000e-02, eta: 14:55:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2161, loss: 2.2161 2020-06-25 04:38:53,935 - mmaction - INFO - Epoch [11][700/3757] lr: 2.000e-02, eta: 14:55:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9308, loss: 1.9308 2020-06-25 04:38:59,908 - mmaction - INFO - Epoch [11][720/3757] lr: 2.000e-02, eta: 14:55:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0741, loss: 2.0741 2020-06-25 04:39:05,900 - mmaction - INFO - Epoch [11][740/3757] lr: 2.000e-02, eta: 14:55:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.1208, loss: 2.1208 2020-06-25 04:39:11,896 - mmaction - INFO - Epoch [11][760/3757] lr: 2.000e-02, eta: 14:54:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1481, loss: 2.1481 2020-06-25 04:39:17,890 - mmaction - INFO - Epoch [11][780/3757] lr: 2.000e-02, eta: 14:54:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1280, loss: 2.1280 2020-06-25 04:39:23,865 - mmaction - INFO - Epoch [11][800/3757] lr: 2.000e-02, eta: 14:54:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0954, loss: 2.0954 2020-06-25 04:39:29,832 - mmaction - INFO - Epoch [11][820/3757] lr: 2.000e-02, eta: 14:54:17, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9369, loss: 1.9369 2020-06-25 04:39:35,845 - mmaction - INFO - Epoch [11][840/3757] lr: 2.000e-02, eta: 14:54:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0768, loss: 2.0768 2020-06-25 04:39:41,852 - mmaction - INFO - Epoch [11][860/3757] lr: 2.000e-02, eta: 14:53:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8932, loss: 1.8932 2020-06-25 04:39:47,830 - mmaction - INFO - Epoch [11][880/3757] lr: 2.000e-02, eta: 14:53:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8654, loss: 1.8654 2020-06-25 04:39:53,816 - mmaction - INFO - Epoch [11][900/3757] lr: 2.000e-02, eta: 14:53:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.3046, loss: 2.3046 2020-06-25 04:39:59,804 - mmaction - INFO - Epoch [11][920/3757] lr: 2.000e-02, eta: 14:53:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 2.0141, loss: 2.0141 2020-06-25 04:40:06,046 - mmaction - INFO - Epoch [11][940/3757] lr: 2.000e-02, eta: 14:53:07, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1843, loss: 2.1843 2020-06-25 04:40:12,061 - mmaction - INFO - Epoch [11][960/3757] lr: 2.000e-02, eta: 14:52:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0949, loss: 2.0949 2020-06-25 04:40:18,057 - mmaction - INFO - Epoch [11][980/3757] lr: 2.000e-02, eta: 14:52:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1395, loss: 2.1395 2020-06-25 04:40:24,093 - mmaction - INFO - Epoch [11][1000/3757] lr: 2.000e-02, eta: 14:52:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1586, loss: 2.1586 2020-06-25 04:40:30,113 - mmaction - INFO - Epoch [11][1020/3757] lr: 2.000e-02, eta: 14:52:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1018, loss: 2.1018 2020-06-25 04:40:36,075 - mmaction - INFO - Epoch [11][1040/3757] lr: 2.000e-02, eta: 14:52:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.1104, loss: 2.1104 2020-06-25 04:40:42,065 - mmaction - INFO - Epoch [11][1060/3757] lr: 2.000e-02, eta: 14:51:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7125, loss_cls: 2.1393, loss: 2.1393 2020-06-25 04:40:48,059 - mmaction - INFO - Epoch [11][1080/3757] lr: 2.000e-02, eta: 14:51:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9591, loss: 1.9591 2020-06-25 04:40:54,068 - mmaction - INFO - Epoch [11][1100/3757] lr: 2.000e-02, eta: 14:51:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9688, loss: 1.9688 2020-06-25 04:41:00,062 - mmaction - INFO - Epoch [11][1120/3757] lr: 2.000e-02, eta: 14:51:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3093, loss: 2.3093 2020-06-25 04:41:06,046 - mmaction - INFO - Epoch [11][1140/3757] lr: 2.000e-02, eta: 14:51:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.9060, loss: 1.9060 2020-06-25 04:41:12,034 - mmaction - INFO - Epoch [11][1160/3757] lr: 2.000e-02, eta: 14:50:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9416, loss: 1.9416 2020-06-25 04:41:18,020 - mmaction - INFO - Epoch [11][1180/3757] lr: 2.000e-02, eta: 14:50:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9580, loss: 1.9580 2020-06-25 04:41:23,993 - mmaction - INFO - Epoch [11][1200/3757] lr: 2.000e-02, eta: 14:50:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.7665, loss: 1.7665 2020-06-25 04:41:30,009 - mmaction - INFO - Epoch [11][1220/3757] lr: 2.000e-02, eta: 14:50:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.5195, loss: 2.5195 2020-06-25 04:41:36,003 - mmaction - INFO - Epoch [11][1240/3757] lr: 2.000e-02, eta: 14:50:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2094, loss: 2.2094 2020-06-25 04:41:42,216 - mmaction - INFO - Epoch [11][1260/3757] lr: 2.000e-02, eta: 14:50:01, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1324, loss: 2.1324 2020-06-25 04:41:48,241 - mmaction - INFO - Epoch [11][1280/3757] lr: 2.000e-02, eta: 14:49:49, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9835, loss: 1.9835 2020-06-25 04:41:54,215 - mmaction - INFO - Epoch [11][1300/3757] lr: 2.000e-02, eta: 14:49:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2615, loss: 2.2615 2020-06-25 04:42:00,198 - mmaction - INFO - Epoch [11][1320/3757] lr: 2.000e-02, eta: 14:49:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2347, loss: 2.2347 2020-06-25 04:42:06,197 - mmaction - INFO - Epoch [11][1340/3757] lr: 2.000e-02, eta: 14:49:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1004, loss: 2.1004 2020-06-25 04:42:12,190 - mmaction - INFO - Epoch [11][1360/3757] lr: 2.000e-02, eta: 14:49:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2298, loss: 2.2298 2020-06-25 04:42:18,215 - mmaction - INFO - Epoch [11][1380/3757] lr: 2.000e-02, eta: 14:48:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0273, loss: 2.0273 2020-06-25 04:42:24,204 - mmaction - INFO - Epoch [11][1400/3757] lr: 2.000e-02, eta: 14:48:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0945, loss: 2.0945 2020-06-25 04:42:30,171 - mmaction - INFO - Epoch [11][1420/3757] lr: 2.000e-02, eta: 14:48:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2793, loss: 2.2793 2020-06-25 04:42:36,165 - mmaction - INFO - Epoch [11][1440/3757] lr: 2.000e-02, eta: 14:48:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0285, loss: 2.0285 2020-06-25 04:42:42,146 - mmaction - INFO - Epoch [11][1460/3757] lr: 2.000e-02, eta: 14:48:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8506, loss: 1.8506 2020-06-25 04:42:48,129 - mmaction - INFO - Epoch [11][1480/3757] lr: 2.000e-02, eta: 14:47:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0018, loss: 2.0018 2020-06-25 04:42:54,127 - mmaction - INFO - Epoch [11][1500/3757] lr: 2.000e-02, eta: 14:47:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 2.0508, loss: 2.0508 2020-06-25 04:43:00,116 - mmaction - INFO - Epoch [11][1520/3757] lr: 2.000e-02, eta: 14:47:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9783, loss: 1.9783 2020-06-25 04:43:06,123 - mmaction - INFO - Epoch [11][1540/3757] lr: 2.000e-02, eta: 14:47:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.3921, loss: 2.3921 2020-06-25 04:43:12,087 - mmaction - INFO - Epoch [11][1560/3757] lr: 2.000e-02, eta: 14:47:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9873, loss: 1.9873 2020-06-25 04:43:18,089 - mmaction - INFO - Epoch [11][1580/3757] lr: 2.000e-02, eta: 14:46:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.3774, loss: 2.3774 2020-06-25 04:43:24,087 - mmaction - INFO - Epoch [11][1600/3757] lr: 2.000e-02, eta: 14:46:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9256, loss: 1.9256 2020-06-25 04:43:30,100 - mmaction - INFO - Epoch [11][1620/3757] lr: 2.000e-02, eta: 14:46:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0518, loss: 2.0518 2020-06-25 04:43:36,094 - mmaction - INFO - Epoch [11][1640/3757] lr: 2.000e-02, eta: 14:46:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.8000, loss_cls: 2.0747, loss: 2.0747 2020-06-25 04:43:42,075 - mmaction - INFO - Epoch [11][1660/3757] lr: 2.000e-02, eta: 14:46:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.1491, loss: 2.1491 2020-06-25 04:43:48,094 - mmaction - INFO - Epoch [11][1680/3757] lr: 2.000e-02, eta: 14:45:57, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.1268, loss: 2.1268 2020-06-25 04:43:54,108 - mmaction - INFO - Epoch [11][1700/3757] lr: 2.000e-02, eta: 14:45:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.2215, loss: 2.2215 2020-06-25 04:44:00,112 - mmaction - INFO - Epoch [11][1720/3757] lr: 2.000e-02, eta: 14:45:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9963, loss: 1.9963 2020-06-25 04:44:06,120 - mmaction - INFO - Epoch [11][1740/3757] lr: 2.000e-02, eta: 14:45:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1037, loss: 2.1037 2020-06-25 04:44:12,157 - mmaction - INFO - Epoch [11][1760/3757] lr: 2.000e-02, eta: 14:45:11, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8263, loss: 1.8263 2020-06-25 04:44:18,168 - mmaction - INFO - Epoch [11][1780/3757] lr: 2.000e-02, eta: 14:45:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7575, loss: 1.7575 2020-06-25 04:44:24,142 - mmaction - INFO - Epoch [11][1800/3757] lr: 2.000e-02, eta: 14:44:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0233, loss: 2.0233 2020-06-25 04:44:30,134 - mmaction - INFO - Epoch [11][1820/3757] lr: 2.000e-02, eta: 14:44:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.6813, loss_cls: 2.3206, loss: 2.3206 2020-06-25 04:44:36,149 - mmaction - INFO - Epoch [11][1840/3757] lr: 2.000e-02, eta: 14:44:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9619, loss: 1.9619 2020-06-25 04:44:42,100 - mmaction - INFO - Epoch [11][1860/3757] lr: 2.000e-02, eta: 14:44:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0677, loss: 2.0677 2020-06-25 04:44:48,100 - mmaction - INFO - Epoch [11][1880/3757] lr: 2.000e-02, eta: 14:44:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.1159, loss: 2.1159 2020-06-25 04:44:54,093 - mmaction - INFO - Epoch [11][1900/3757] lr: 2.000e-02, eta: 14:43:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0650, loss: 2.0650 2020-06-25 04:45:00,064 - mmaction - INFO - Epoch [11][1920/3757] lr: 2.000e-02, eta: 14:43:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7875, loss_cls: 1.9908, loss: 1.9908 2020-06-25 04:45:06,303 - mmaction - INFO - Epoch [11][1940/3757] lr: 2.000e-02, eta: 14:43:28, time: 0.312, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9314, loss: 1.9314 2020-06-25 04:45:12,318 - mmaction - INFO - Epoch [11][1960/3757] lr: 2.000e-02, eta: 14:43:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4142, loss: 2.4142 2020-06-25 04:45:18,295 - mmaction - INFO - Epoch [11][1980/3757] lr: 2.000e-02, eta: 14:43:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1607, loss: 2.1607 2020-06-25 04:45:24,275 - mmaction - INFO - Epoch [11][2000/3757] lr: 2.000e-02, eta: 14:42:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9439, loss: 1.9439 2020-06-25 04:45:30,271 - mmaction - INFO - Epoch [11][2020/3757] lr: 2.000e-02, eta: 14:42:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1496, loss: 2.1496 2020-06-25 04:45:36,234 - mmaction - INFO - Epoch [11][2040/3757] lr: 2.000e-02, eta: 14:42:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9801, loss: 1.9801 2020-06-25 04:45:42,229 - mmaction - INFO - Epoch [11][2060/3757] lr: 2.000e-02, eta: 14:42:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.8187, loss_cls: 1.9942, loss: 1.9942 2020-06-25 04:45:48,175 - mmaction - INFO - Epoch [11][2080/3757] lr: 2.000e-02, eta: 14:42:08, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0457, loss: 2.0457 2020-06-25 04:45:54,170 - mmaction - INFO - Epoch [11][2100/3757] lr: 2.000e-02, eta: 14:41:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.3617, loss: 2.3617 2020-06-25 04:46:00,190 - mmaction - INFO - Epoch [11][2120/3757] lr: 2.000e-02, eta: 14:41:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.3011, loss: 2.3011 2020-06-25 04:46:06,168 - mmaction - INFO - Epoch [11][2140/3757] lr: 2.000e-02, eta: 14:41:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 2.0193, loss: 2.0193 2020-06-25 04:46:12,145 - mmaction - INFO - Epoch [11][2160/3757] lr: 2.000e-02, eta: 14:41:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9089, loss: 1.9089 2020-06-25 04:46:18,125 - mmaction - INFO - Epoch [11][2180/3757] lr: 2.000e-02, eta: 14:41:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1299, loss: 2.1299 2020-06-25 04:46:24,107 - mmaction - INFO - Epoch [11][2200/3757] lr: 2.000e-02, eta: 14:40:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1984, loss: 2.1984 2020-06-25 04:46:30,083 - mmaction - INFO - Epoch [11][2220/3757] lr: 2.000e-02, eta: 14:40:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9647, loss: 1.9647 2020-06-25 04:46:36,092 - mmaction - INFO - Epoch [11][2240/3757] lr: 2.000e-02, eta: 14:40:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 2.0326, loss: 2.0326 2020-06-25 04:46:42,074 - mmaction - INFO - Epoch [11][2260/3757] lr: 2.000e-02, eta: 14:40:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2856, loss: 2.2856 2020-06-25 04:46:48,050 - mmaction - INFO - Epoch [11][2280/3757] lr: 2.000e-02, eta: 14:40:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7688, loss_cls: 2.1060, loss: 2.1060 2020-06-25 04:46:54,032 - mmaction - INFO - Epoch [11][2300/3757] lr: 2.000e-02, eta: 14:40:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1125, loss: 2.1125 2020-06-25 04:47:00,010 - mmaction - INFO - Epoch [11][2320/3757] lr: 2.000e-02, eta: 14:39:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.3255, loss: 2.3255 2020-06-25 04:47:06,004 - mmaction - INFO - Epoch [11][2340/3757] lr: 2.000e-02, eta: 14:39:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.2779, loss: 2.2779 2020-06-25 04:47:11,976 - mmaction - INFO - Epoch [11][2360/3757] lr: 2.000e-02, eta: 14:39:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 1.9209, loss: 1.9209 2020-06-25 04:47:17,957 - mmaction - INFO - Epoch [11][2380/3757] lr: 2.000e-02, eta: 14:39:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.9803, loss: 1.9803 2020-06-25 04:47:23,963 - mmaction - INFO - Epoch [11][2400/3757] lr: 2.000e-02, eta: 14:39:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9658, loss: 1.9658 2020-06-25 04:47:29,963 - mmaction - INFO - Epoch [11][2420/3757] lr: 2.000e-02, eta: 14:38:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1449, loss: 2.1449 2020-06-25 04:47:35,940 - mmaction - INFO - Epoch [11][2440/3757] lr: 2.000e-02, eta: 14:38:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.1977, loss: 2.1977 2020-06-25 04:47:41,944 - mmaction - INFO - Epoch [11][2460/3757] lr: 2.000e-02, eta: 14:38:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.2573, loss: 2.2573 2020-06-25 04:47:47,948 - mmaction - INFO - Epoch [11][2480/3757] lr: 2.000e-02, eta: 14:38:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8803, loss: 1.8803 2020-06-25 04:47:53,923 - mmaction - INFO - Epoch [11][2500/3757] lr: 2.000e-02, eta: 14:38:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.4965, loss: 2.4965 2020-06-25 04:47:59,926 - mmaction - INFO - Epoch [11][2520/3757] lr: 2.000e-02, eta: 14:37:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8555, loss: 1.8555 2020-06-25 04:48:05,897 - mmaction - INFO - Epoch [11][2540/3757] lr: 2.000e-02, eta: 14:37:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.6813, loss_cls: 2.2126, loss: 2.2126 2020-06-25 04:48:11,909 - mmaction - INFO - Epoch [11][2560/3757] lr: 2.000e-02, eta: 14:37:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4436, loss: 2.4436 2020-06-25 04:48:17,915 - mmaction - INFO - Epoch [11][2580/3757] lr: 2.000e-02, eta: 14:37:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2022, loss: 2.2022 2020-06-25 04:48:23,896 - mmaction - INFO - Epoch [11][2600/3757] lr: 2.000e-02, eta: 14:37:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9711, loss: 1.9711 2020-06-25 04:48:29,893 - mmaction - INFO - Epoch [11][2620/3757] lr: 2.000e-02, eta: 14:37:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2294, loss: 2.2294 2020-06-25 04:48:35,880 - mmaction - INFO - Epoch [11][2640/3757] lr: 2.000e-02, eta: 14:36:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.9572, loss: 1.9572 2020-06-25 04:48:41,892 - mmaction - INFO - Epoch [11][2660/3757] lr: 2.000e-02, eta: 14:36:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9571, loss: 1.9571 2020-06-25 04:48:47,876 - mmaction - INFO - Epoch [11][2680/3757] lr: 2.000e-02, eta: 14:36:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1772, loss: 2.1772 2020-06-25 04:48:53,883 - mmaction - INFO - Epoch [11][2700/3757] lr: 2.000e-02, eta: 14:36:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1186, loss: 2.1186 2020-06-25 04:48:59,855 - mmaction - INFO - Epoch [11][2720/3757] lr: 2.000e-02, eta: 14:36:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1171, loss: 2.1171 2020-06-25 04:49:05,815 - mmaction - INFO - Epoch [11][2740/3757] lr: 2.000e-02, eta: 14:35:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.0198, loss: 2.0198 2020-06-25 04:49:11,791 - mmaction - INFO - Epoch [11][2760/3757] lr: 2.000e-02, eta: 14:35:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1946, loss: 2.1946 2020-06-25 04:49:17,777 - mmaction - INFO - Epoch [11][2780/3757] lr: 2.000e-02, eta: 14:35:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1169, loss: 2.1169 2020-06-25 04:49:23,757 - mmaction - INFO - Epoch [11][2800/3757] lr: 2.000e-02, eta: 14:35:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 1.9831, loss: 1.9831 2020-06-25 04:49:29,747 - mmaction - INFO - Epoch [11][2820/3757] lr: 2.000e-02, eta: 14:35:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2268, loss: 2.2268 2020-06-25 04:49:35,731 - mmaction - INFO - Epoch [11][2840/3757] lr: 2.000e-02, eta: 14:34:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1608, loss: 2.1608 2020-06-25 04:49:41,703 - mmaction - INFO - Epoch [11][2860/3757] lr: 2.000e-02, eta: 14:34:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1814, loss: 2.1814 2020-06-25 04:49:47,704 - mmaction - INFO - Epoch [11][2880/3757] lr: 2.000e-02, eta: 14:34:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2238, loss: 2.2238 2020-06-25 04:49:53,694 - mmaction - INFO - Epoch [11][2900/3757] lr: 2.000e-02, eta: 14:34:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.3037, loss: 2.3037 2020-06-25 04:49:59,697 - mmaction - INFO - Epoch [11][2920/3757] lr: 2.000e-02, eta: 14:34:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0201, loss: 2.0201 2020-06-25 04:50:05,661 - mmaction - INFO - Epoch [11][2940/3757] lr: 2.000e-02, eta: 14:34:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1490, loss: 2.1490 2020-06-25 04:50:11,668 - mmaction - INFO - Epoch [11][2960/3757] lr: 2.000e-02, eta: 14:33:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.6764, loss: 1.6764 2020-06-25 04:50:17,629 - mmaction - INFO - Epoch [11][2980/3757] lr: 2.000e-02, eta: 14:33:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9577, loss: 1.9577 2020-06-25 04:50:23,644 - mmaction - INFO - Epoch [11][3000/3757] lr: 2.000e-02, eta: 14:33:27, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0259, loss: 2.0259 2020-06-25 04:50:29,602 - mmaction - INFO - Epoch [11][3020/3757] lr: 2.000e-02, eta: 14:33:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1723, loss: 2.1723 2020-06-25 04:50:35,599 - mmaction - INFO - Epoch [11][3040/3757] lr: 2.000e-02, eta: 14:33:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0157, loss: 2.0157 2020-06-25 04:50:41,603 - mmaction - INFO - Epoch [11][3060/3757] lr: 2.000e-02, eta: 14:32:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.1618, loss: 2.1618 2020-06-25 04:50:47,565 - mmaction - INFO - Epoch [11][3080/3757] lr: 2.000e-02, eta: 14:32:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2603, loss: 2.2603 2020-06-25 04:50:53,555 - mmaction - INFO - Epoch [11][3100/3757] lr: 2.000e-02, eta: 14:32:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1334, loss: 2.1334 2020-06-25 04:50:59,524 - mmaction - INFO - Epoch [11][3120/3757] lr: 2.000e-02, eta: 14:32:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.1671, loss: 2.1671 2020-06-25 04:51:05,535 - mmaction - INFO - Epoch [11][3140/3757] lr: 2.000e-02, eta: 14:32:08, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.1858, loss: 2.1858 2020-06-25 04:51:11,517 - mmaction - INFO - Epoch [11][3160/3757] lr: 2.000e-02, eta: 14:31:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3217, loss: 2.3217 2020-06-25 04:51:17,517 - mmaction - INFO - Epoch [11][3180/3757] lr: 2.000e-02, eta: 14:31:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4596, loss: 2.4596 2020-06-25 04:51:23,483 - mmaction - INFO - Epoch [11][3200/3757] lr: 2.000e-02, eta: 14:31:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8277, loss: 1.8277 2020-06-25 04:51:29,460 - mmaction - INFO - Epoch [11][3220/3757] lr: 2.000e-02, eta: 14:31:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 2.0243, loss: 2.0243 2020-06-25 04:51:35,468 - mmaction - INFO - Epoch [11][3240/3757] lr: 2.000e-02, eta: 14:31:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.1336, loss: 2.1336 2020-06-25 04:51:41,428 - mmaction - INFO - Epoch [11][3260/3757] lr: 2.000e-02, eta: 14:31:01, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0460, loss: 2.0460 2020-06-25 04:51:47,421 - mmaction - INFO - Epoch [11][3280/3757] lr: 2.000e-02, eta: 14:30:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5526, loss: 2.5526 2020-06-25 04:51:53,395 - mmaction - INFO - Epoch [11][3300/3757] lr: 2.000e-02, eta: 14:30:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3403, loss: 2.3403 2020-06-25 04:51:59,373 - mmaction - INFO - Epoch [11][3320/3757] lr: 2.000e-02, eta: 14:30:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9345, loss: 1.9345 2020-06-25 04:52:05,349 - mmaction - INFO - Epoch [11][3340/3757] lr: 2.000e-02, eta: 14:30:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.0609, loss: 2.0609 2020-06-25 04:52:11,358 - mmaction - INFO - Epoch [11][3360/3757] lr: 2.000e-02, eta: 14:30:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.9187, loss: 1.9187 2020-06-25 04:52:17,345 - mmaction - INFO - Epoch [11][3380/3757] lr: 2.000e-02, eta: 14:29:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3389, loss: 2.3389 2020-06-25 04:52:23,332 - mmaction - INFO - Epoch [11][3400/3757] lr: 2.000e-02, eta: 14:29:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.6570, loss: 1.6570 2020-06-25 04:52:29,329 - mmaction - INFO - Epoch [11][3420/3757] lr: 2.000e-02, eta: 14:29:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0884, loss: 2.0884 2020-06-25 04:52:35,320 - mmaction - INFO - Epoch [11][3440/3757] lr: 2.000e-02, eta: 14:29:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0290, loss: 2.0290 2020-06-25 04:52:41,332 - mmaction - INFO - Epoch [11][3460/3757] lr: 2.000e-02, eta: 14:29:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8055, loss: 1.8055 2020-06-25 04:52:47,318 - mmaction - INFO - Epoch [11][3480/3757] lr: 2.000e-02, eta: 14:28:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0732, loss: 2.0732 2020-06-25 04:52:53,288 - mmaction - INFO - Epoch [11][3500/3757] lr: 2.000e-02, eta: 14:28:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0802, loss: 2.0802 2020-06-25 04:52:59,280 - mmaction - INFO - Epoch [11][3520/3757] lr: 2.000e-02, eta: 14:28:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9597, loss: 1.9597 2020-06-25 04:53:05,279 - mmaction - INFO - Epoch [11][3540/3757] lr: 2.000e-02, eta: 14:28:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 2.0446, loss: 2.0446 2020-06-25 04:53:11,266 - mmaction - INFO - Epoch [11][3560/3757] lr: 2.000e-02, eta: 14:28:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8887, loss: 1.8887 2020-06-25 04:53:17,226 - mmaction - INFO - Epoch [11][3580/3757] lr: 2.000e-02, eta: 14:28:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1653, loss: 2.1653 2020-06-25 04:53:23,192 - mmaction - INFO - Epoch [11][3600/3757] lr: 2.000e-02, eta: 14:27:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 1.9434, loss: 1.9434 2020-06-25 04:53:29,183 - mmaction - INFO - Epoch [11][3620/3757] lr: 2.000e-02, eta: 14:27:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9219, loss: 1.9219 2020-06-25 04:53:35,183 - mmaction - INFO - Epoch [11][3640/3757] lr: 2.000e-02, eta: 14:27:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0465, loss: 2.0465 2020-06-25 04:53:41,145 - mmaction - INFO - Epoch [11][3660/3757] lr: 2.000e-02, eta: 14:27:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8885, loss: 1.8885 2020-06-25 04:53:47,117 - mmaction - INFO - Epoch [11][3680/3757] lr: 2.000e-02, eta: 14:27:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2611, loss: 2.2611 2020-06-25 04:53:53,115 - mmaction - INFO - Epoch [11][3700/3757] lr: 2.000e-02, eta: 14:26:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1574, loss: 2.1574 2020-06-25 04:53:59,098 - mmaction - INFO - Epoch [11][3720/3757] lr: 2.000e-02, eta: 14:26:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.0656, loss: 2.0656 2020-06-25 04:54:05,072 - mmaction - INFO - Epoch [11][3740/3757] lr: 2.000e-02, eta: 14:26:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9032, loss: 1.9032 2020-06-25 04:57:01,036 - mmaction - INFO - Epoch [12][20/3757] lr: 2.000e-02, eta: 14:35:20, time: 8.261, data_time: 7.852, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 1.9752, loss: 1.9752 2020-06-25 04:57:07,092 - mmaction - INFO - Epoch [12][40/3757] lr: 2.000e-02, eta: 14:35:09, time: 0.303, data_time: 0.003, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9953, loss: 1.9953 2020-06-25 04:57:13,081 - mmaction - INFO - Epoch [12][60/3757] lr: 2.000e-02, eta: 14:34:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.9376, loss: 1.9376 2020-06-25 04:57:19,067 - mmaction - INFO - Epoch [12][80/3757] lr: 2.000e-02, eta: 14:34:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.1534, loss: 2.1534 2020-06-25 04:57:25,044 - mmaction - INFO - Epoch [12][100/3757] lr: 2.000e-02, eta: 14:34:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0820, loss: 2.0820 2020-06-25 04:57:31,040 - mmaction - INFO - Epoch [12][120/3757] lr: 2.000e-02, eta: 14:34:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.3761, loss: 2.3761 2020-06-25 04:57:37,044 - mmaction - INFO - Epoch [12][140/3757] lr: 2.000e-02, eta: 14:34:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.0731, loss: 2.0731 2020-06-25 04:57:43,035 - mmaction - INFO - Epoch [12][160/3757] lr: 2.000e-02, eta: 14:34:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7948, loss: 1.7948 2020-06-25 04:57:49,012 - mmaction - INFO - Epoch [12][180/3757] lr: 2.000e-02, eta: 14:33:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8107, loss: 1.8107 2020-06-25 04:57:54,986 - mmaction - INFO - Epoch [12][200/3757] lr: 2.000e-02, eta: 14:33:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9492, loss: 1.9492 2020-06-25 04:58:00,957 - mmaction - INFO - Epoch [12][220/3757] lr: 2.000e-02, eta: 14:33:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0854, loss: 2.0854 2020-06-25 04:58:06,912 - mmaction - INFO - Epoch [12][240/3757] lr: 2.000e-02, eta: 14:33:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1709, loss: 2.1709 2020-06-25 04:58:12,883 - mmaction - INFO - Epoch [12][260/3757] lr: 2.000e-02, eta: 14:33:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0163, loss: 2.0163 2020-06-25 04:58:18,879 - mmaction - INFO - Epoch [12][280/3757] lr: 2.000e-02, eta: 14:32:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9860, loss: 1.9860 2020-06-25 04:58:24,869 - mmaction - INFO - Epoch [12][300/3757] lr: 2.000e-02, eta: 14:32:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.2379, loss: 2.2379 2020-06-25 04:58:30,842 - mmaction - INFO - Epoch [12][320/3757] lr: 2.000e-02, eta: 14:32:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9131, loss: 1.9131 2020-06-25 04:58:36,843 - mmaction - INFO - Epoch [12][340/3757] lr: 2.000e-02, eta: 14:32:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9066, loss: 1.9066 2020-06-25 04:58:42,814 - mmaction - INFO - Epoch [12][360/3757] lr: 2.000e-02, eta: 14:32:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7932, loss: 1.7932 2020-06-25 04:58:48,792 - mmaction - INFO - Epoch [12][380/3757] lr: 2.000e-02, eta: 14:31:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9487, loss: 1.9487 2020-06-25 04:58:54,764 - mmaction - INFO - Epoch [12][400/3757] lr: 2.000e-02, eta: 14:31:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8234, loss: 1.8234 2020-06-25 04:59:00,719 - mmaction - INFO - Epoch [12][420/3757] lr: 2.000e-02, eta: 14:31:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0274, loss: 2.0274 2020-06-25 04:59:06,708 - mmaction - INFO - Epoch [12][440/3757] lr: 2.000e-02, eta: 14:31:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7750, loss_cls: 2.2427, loss: 2.2427 2020-06-25 04:59:12,688 - mmaction - INFO - Epoch [12][460/3757] lr: 2.000e-02, eta: 14:31:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 1.8550, loss: 1.8550 2020-06-25 04:59:18,657 - mmaction - INFO - Epoch [12][480/3757] lr: 2.000e-02, eta: 14:31:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9292, loss: 1.9292 2020-06-25 04:59:24,648 - mmaction - INFO - Epoch [12][500/3757] lr: 2.000e-02, eta: 14:30:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 2.0157, loss: 2.0157 2020-06-25 04:59:30,620 - mmaction - INFO - Epoch [12][520/3757] lr: 2.000e-02, eta: 14:30:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9503, loss: 1.9503 2020-06-25 04:59:36,636 - mmaction - INFO - Epoch [12][540/3757] lr: 2.000e-02, eta: 14:30:27, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3098, loss: 2.3098 2020-06-25 04:59:42,648 - mmaction - INFO - Epoch [12][560/3757] lr: 2.000e-02, eta: 14:30:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6781, loss: 1.6781 2020-06-25 04:59:48,647 - mmaction - INFO - Epoch [12][580/3757] lr: 2.000e-02, eta: 14:30:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1995, loss: 2.1995 2020-06-25 04:59:54,631 - mmaction - INFO - Epoch [12][600/3757] lr: 2.000e-02, eta: 14:29:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.1022, loss: 2.1022 2020-06-25 05:00:00,608 - mmaction - INFO - Epoch [12][620/3757] lr: 2.000e-02, eta: 14:29:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7131, loss: 1.7131 2020-06-25 05:00:10,200 - mmaction - INFO - Epoch [12][640/3757] lr: 2.000e-02, eta: 14:29:43, time: 0.478, data_time: 0.008, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1045, loss: 2.1045 2020-06-25 05:00:16,197 - mmaction - INFO - Epoch [12][660/3757] lr: 2.000e-02, eta: 14:29:32, time: 0.301, data_time: 0.002, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9655, loss: 1.9655 2020-06-25 05:00:22,177 - mmaction - INFO - Epoch [12][680/3757] lr: 2.000e-02, eta: 14:29:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9370, loss: 1.9370 2020-06-25 05:00:28,191 - mmaction - INFO - Epoch [12][700/3757] lr: 2.000e-02, eta: 14:29:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8438, loss_cls: 1.7784, loss: 1.7784 2020-06-25 05:00:34,215 - mmaction - INFO - Epoch [12][720/3757] lr: 2.000e-02, eta: 14:28:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0124, loss: 2.0124 2020-06-25 05:00:40,202 - mmaction - INFO - Epoch [12][740/3757] lr: 2.000e-02, eta: 14:28:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2522, loss: 2.2522 2020-06-25 05:00:46,197 - mmaction - INFO - Epoch [12][760/3757] lr: 2.000e-02, eta: 14:28:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0143, loss: 2.0143 2020-06-25 05:00:52,207 - mmaction - INFO - Epoch [12][780/3757] lr: 2.000e-02, eta: 14:28:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2329, loss: 2.2329 2020-06-25 05:00:58,206 - mmaction - INFO - Epoch [12][800/3757] lr: 2.000e-02, eta: 14:28:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6500, loss_cls: 2.4195, loss: 2.4195 2020-06-25 05:01:04,199 - mmaction - INFO - Epoch [12][820/3757] lr: 2.000e-02, eta: 14:28:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.2074, loss: 2.2074 2020-06-25 05:01:10,167 - mmaction - INFO - Epoch [12][840/3757] lr: 2.000e-02, eta: 14:27:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8320, loss: 1.8320 2020-06-25 05:01:16,175 - mmaction - INFO - Epoch [12][860/3757] lr: 2.000e-02, eta: 14:27:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.1582, loss: 2.1582 2020-06-25 05:01:22,152 - mmaction - INFO - Epoch [12][880/3757] lr: 2.000e-02, eta: 14:27:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0696, loss: 2.0696 2020-06-25 05:01:28,121 - mmaction - INFO - Epoch [12][900/3757] lr: 2.000e-02, eta: 14:27:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.2449, loss: 2.2449 2020-06-25 05:01:34,102 - mmaction - INFO - Epoch [12][920/3757] lr: 2.000e-02, eta: 14:27:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1247, loss: 2.1247 2020-06-25 05:01:40,092 - mmaction - INFO - Epoch [12][940/3757] lr: 2.000e-02, eta: 14:26:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2320, loss: 2.2320 2020-06-25 05:01:46,096 - mmaction - INFO - Epoch [12][960/3757] lr: 2.000e-02, eta: 14:26:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.4053, loss: 2.4053 2020-06-25 05:01:52,093 - mmaction - INFO - Epoch [12][980/3757] lr: 2.000e-02, eta: 14:26:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.3320, loss: 2.3320 2020-06-25 05:01:58,074 - mmaction - INFO - Epoch [12][1000/3757] lr: 2.000e-02, eta: 14:26:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2232, loss: 2.2232 2020-06-25 05:02:04,042 - mmaction - INFO - Epoch [12][1020/3757] lr: 2.000e-02, eta: 14:26:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.9187, loss: 1.9187 2020-06-25 05:02:10,047 - mmaction - INFO - Epoch [12][1040/3757] lr: 2.000e-02, eta: 14:26:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.7594, loss: 1.7594 2020-06-25 05:02:16,035 - mmaction - INFO - Epoch [12][1060/3757] lr: 2.000e-02, eta: 14:25:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.0548, loss: 2.0548 2020-06-25 05:02:22,017 - mmaction - INFO - Epoch [12][1080/3757] lr: 2.000e-02, eta: 14:25:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9094, loss: 1.9094 2020-06-25 05:02:27,998 - mmaction - INFO - Epoch [12][1100/3757] lr: 2.000e-02, eta: 14:25:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.1509, loss: 2.1509 2020-06-25 05:02:33,964 - mmaction - INFO - Epoch [12][1120/3757] lr: 2.000e-02, eta: 14:25:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0591, loss: 2.0591 2020-06-25 05:02:39,927 - mmaction - INFO - Epoch [12][1140/3757] lr: 2.000e-02, eta: 14:25:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9916, loss: 1.9916 2020-06-25 05:02:45,931 - mmaction - INFO - Epoch [12][1160/3757] lr: 2.000e-02, eta: 14:24:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1832, loss: 2.1832 2020-06-25 05:02:51,907 - mmaction - INFO - Epoch [12][1180/3757] lr: 2.000e-02, eta: 14:24:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1168, loss: 2.1168 2020-06-25 05:02:57,895 - mmaction - INFO - Epoch [12][1200/3757] lr: 2.000e-02, eta: 14:24:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7812, loss_cls: 1.9916, loss: 1.9916 2020-06-25 05:03:03,905 - mmaction - INFO - Epoch [12][1220/3757] lr: 2.000e-02, eta: 14:24:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.0943, loss: 2.0943 2020-06-25 05:03:09,869 - mmaction - INFO - Epoch [12][1240/3757] lr: 2.000e-02, eta: 14:24:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.0518, loss: 2.0518 2020-06-25 05:03:16,330 - mmaction - INFO - Epoch [12][1260/3757] lr: 2.000e-02, eta: 14:24:00, time: 0.323, data_time: 0.002, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1735, loss: 2.1735 2020-06-25 05:03:22,345 - mmaction - INFO - Epoch [12][1280/3757] lr: 2.000e-02, eta: 14:23:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1667, loss: 2.1667 2020-06-25 05:03:28,329 - mmaction - INFO - Epoch [12][1300/3757] lr: 2.000e-02, eta: 14:23:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 2.0414, loss: 2.0414 2020-06-25 05:03:34,330 - mmaction - INFO - Epoch [12][1320/3757] lr: 2.000e-02, eta: 14:23:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8250, loss_cls: 1.7979, loss: 1.7979 2020-06-25 05:03:40,318 - mmaction - INFO - Epoch [12][1340/3757] lr: 2.000e-02, eta: 14:23:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1160, loss: 2.1160 2020-06-25 05:03:46,320 - mmaction - INFO - Epoch [12][1360/3757] lr: 2.000e-02, eta: 14:23:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8285, loss: 1.8285 2020-06-25 05:03:52,304 - mmaction - INFO - Epoch [12][1380/3757] lr: 2.000e-02, eta: 14:22:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.3865, loss: 2.3865 2020-06-25 05:03:58,294 - mmaction - INFO - Epoch [12][1400/3757] lr: 2.000e-02, eta: 14:22:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2335, loss: 2.2335 2020-06-25 05:04:04,282 - mmaction - INFO - Epoch [12][1420/3757] lr: 2.000e-02, eta: 14:22:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0603, loss: 2.0603 2020-06-25 05:04:10,276 - mmaction - INFO - Epoch [12][1440/3757] lr: 2.000e-02, eta: 14:22:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1103, loss: 2.1103 2020-06-25 05:04:16,255 - mmaction - INFO - Epoch [12][1460/3757] lr: 2.000e-02, eta: 14:22:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9411, loss: 1.9411 2020-06-25 05:04:22,251 - mmaction - INFO - Epoch [12][1480/3757] lr: 2.000e-02, eta: 14:21:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1035, loss: 2.1035 2020-06-25 05:04:28,233 - mmaction - INFO - Epoch [12][1500/3757] lr: 2.000e-02, eta: 14:21:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0098, loss: 2.0098 2020-06-25 05:04:34,256 - mmaction - INFO - Epoch [12][1520/3757] lr: 2.000e-02, eta: 14:21:37, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1323, loss: 2.1323 2020-06-25 05:04:40,212 - mmaction - INFO - Epoch [12][1540/3757] lr: 2.000e-02, eta: 14:21:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.1991, loss: 2.1991 2020-06-25 05:04:46,193 - mmaction - INFO - Epoch [12][1560/3757] lr: 2.000e-02, eta: 14:21:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1237, loss: 2.1237 2020-06-25 05:04:52,199 - mmaction - INFO - Epoch [12][1580/3757] lr: 2.000e-02, eta: 14:21:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 1.9811, loss: 1.9811 2020-06-25 05:04:58,171 - mmaction - INFO - Epoch [12][1600/3757] lr: 2.000e-02, eta: 14:20:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0114, loss: 2.0114 2020-06-25 05:05:04,685 - mmaction - INFO - Epoch [12][1620/3757] lr: 2.000e-02, eta: 14:20:43, time: 0.326, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2615, loss: 2.2615 2020-06-25 05:05:10,699 - mmaction - INFO - Epoch [12][1640/3757] lr: 2.000e-02, eta: 14:20:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9957, loss: 1.9957 2020-06-25 05:05:16,689 - mmaction - INFO - Epoch [12][1660/3757] lr: 2.000e-02, eta: 14:20:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1493, loss: 2.1493 2020-06-25 05:05:22,650 - mmaction - INFO - Epoch [12][1680/3757] lr: 2.000e-02, eta: 14:20:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9516, loss: 1.9516 2020-06-25 05:05:28,681 - mmaction - INFO - Epoch [12][1700/3757] lr: 2.000e-02, eta: 14:20:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9851, loss: 1.9851 2020-06-25 05:05:34,650 - mmaction - INFO - Epoch [12][1720/3757] lr: 2.000e-02, eta: 14:19:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2222, loss: 2.2222 2020-06-25 05:05:40,615 - mmaction - INFO - Epoch [12][1740/3757] lr: 2.000e-02, eta: 14:19:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9568, loss: 1.9568 2020-06-25 05:05:46,562 - mmaction - INFO - Epoch [12][1760/3757] lr: 2.000e-02, eta: 14:19:26, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2393, loss: 2.2393 2020-06-25 05:05:52,568 - mmaction - INFO - Epoch [12][1780/3757] lr: 2.000e-02, eta: 14:19:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 1.9662, loss: 1.9662 2020-06-25 05:05:58,558 - mmaction - INFO - Epoch [12][1800/3757] lr: 2.000e-02, eta: 14:19:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9941, loss: 1.9941 2020-06-25 05:06:04,533 - mmaction - INFO - Epoch [12][1820/3757] lr: 2.000e-02, eta: 14:18:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.8848, loss: 1.8848 2020-06-25 05:06:10,519 - mmaction - INFO - Epoch [12][1840/3757] lr: 2.000e-02, eta: 14:18:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.1540, loss: 2.1540 2020-06-25 05:06:16,514 - mmaction - INFO - Epoch [12][1860/3757] lr: 2.000e-02, eta: 14:18:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0376, loss: 2.0376 2020-06-25 05:06:22,536 - mmaction - INFO - Epoch [12][1880/3757] lr: 2.000e-02, eta: 14:18:21, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.3333, loss: 2.3333 2020-06-25 05:06:28,501 - mmaction - INFO - Epoch [12][1900/3757] lr: 2.000e-02, eta: 14:18:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8968, loss: 1.8968 2020-06-25 05:06:34,463 - mmaction - INFO - Epoch [12][1920/3757] lr: 2.000e-02, eta: 14:17:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0462, loss: 2.0462 2020-06-25 05:06:40,470 - mmaction - INFO - Epoch [12][1940/3757] lr: 2.000e-02, eta: 14:17:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3386, loss: 2.3386 2020-06-25 05:06:46,446 - mmaction - INFO - Epoch [12][1960/3757] lr: 2.000e-02, eta: 14:17:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9558, loss: 1.9558 2020-06-25 05:06:52,427 - mmaction - INFO - Epoch [12][1980/3757] lr: 2.000e-02, eta: 14:17:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8372, loss: 1.8372 2020-06-25 05:06:58,436 - mmaction - INFO - Epoch [12][2000/3757] lr: 2.000e-02, eta: 14:17:16, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7346, loss: 1.7346 2020-06-25 05:07:04,427 - mmaction - INFO - Epoch [12][2020/3757] lr: 2.000e-02, eta: 14:17:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2120, loss: 2.2120 2020-06-25 05:07:10,393 - mmaction - INFO - Epoch [12][2040/3757] lr: 2.000e-02, eta: 14:16:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0565, loss: 2.0565 2020-06-25 05:07:16,396 - mmaction - INFO - Epoch [12][2060/3757] lr: 2.000e-02, eta: 14:16:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6813, loss_cls: 2.2525, loss: 2.2525 2020-06-25 05:07:22,375 - mmaction - INFO - Epoch [12][2080/3757] lr: 2.000e-02, eta: 14:16:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0445, loss: 2.0445 2020-06-25 05:07:28,332 - mmaction - INFO - Epoch [12][2100/3757] lr: 2.000e-02, eta: 14:16:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0909, loss: 2.0909 2020-06-25 05:07:34,313 - mmaction - INFO - Epoch [12][2120/3757] lr: 2.000e-02, eta: 14:16:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0348, loss: 2.0348 2020-06-25 05:07:40,309 - mmaction - INFO - Epoch [12][2140/3757] lr: 2.000e-02, eta: 14:15:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1641, loss: 2.1641 2020-06-25 05:07:46,297 - mmaction - INFO - Epoch [12][2160/3757] lr: 2.000e-02, eta: 14:15:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.3057, loss: 2.3057 2020-06-25 05:07:52,278 - mmaction - INFO - Epoch [12][2180/3757] lr: 2.000e-02, eta: 14:15:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7688, loss_cls: 2.1271, loss: 2.1271 2020-06-25 05:07:58,265 - mmaction - INFO - Epoch [12][2200/3757] lr: 2.000e-02, eta: 14:15:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0708, loss: 2.0708 2020-06-25 05:08:04,250 - mmaction - INFO - Epoch [12][2220/3757] lr: 2.000e-02, eta: 14:15:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0730, loss: 2.0730 2020-06-25 05:08:10,253 - mmaction - INFO - Epoch [12][2240/3757] lr: 2.000e-02, eta: 14:15:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.3811, loss: 2.3811 2020-06-25 05:08:16,230 - mmaction - INFO - Epoch [12][2260/3757] lr: 2.000e-02, eta: 14:14:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9005, loss: 1.9005 2020-06-25 05:08:22,213 - mmaction - INFO - Epoch [12][2280/3757] lr: 2.000e-02, eta: 14:14:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0444, loss: 2.0444 2020-06-25 05:08:28,197 - mmaction - INFO - Epoch [12][2300/3757] lr: 2.000e-02, eta: 14:14:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.2096, loss: 2.2096 2020-06-25 05:08:34,178 - mmaction - INFO - Epoch [12][2320/3757] lr: 2.000e-02, eta: 14:14:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.0635, loss: 2.0635 2020-06-25 05:08:40,161 - mmaction - INFO - Epoch [12][2340/3757] lr: 2.000e-02, eta: 14:14:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8268, loss: 1.8268 2020-06-25 05:08:46,171 - mmaction - INFO - Epoch [12][2360/3757] lr: 2.000e-02, eta: 14:14:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9127, loss: 1.9127 2020-06-25 05:08:52,132 - mmaction - INFO - Epoch [12][2380/3757] lr: 2.000e-02, eta: 14:13:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0356, loss: 2.0356 2020-06-25 05:08:58,133 - mmaction - INFO - Epoch [12][2400/3757] lr: 2.000e-02, eta: 14:13:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 2.0370, loss: 2.0370 2020-06-25 05:09:04,130 - mmaction - INFO - Epoch [12][2420/3757] lr: 2.000e-02, eta: 14:13:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.0921, loss: 2.0921 2020-06-25 05:09:10,121 - mmaction - INFO - Epoch [12][2440/3757] lr: 2.000e-02, eta: 14:13:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0737, loss: 2.0737 2020-06-25 05:09:16,095 - mmaction - INFO - Epoch [12][2460/3757] lr: 2.000e-02, eta: 14:13:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.2876, loss: 2.2876 2020-06-25 05:09:22,075 - mmaction - INFO - Epoch [12][2480/3757] lr: 2.000e-02, eta: 14:12:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2607, loss: 2.2607 2020-06-25 05:09:28,060 - mmaction - INFO - Epoch [12][2500/3757] lr: 2.000e-02, eta: 14:12:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 2.0627, loss: 2.0627 2020-06-25 05:09:34,032 - mmaction - INFO - Epoch [12][2520/3757] lr: 2.000e-02, eta: 14:12:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0633, loss: 2.0633 2020-06-25 05:09:40,019 - mmaction - INFO - Epoch [12][2540/3757] lr: 2.000e-02, eta: 14:12:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2047, loss: 2.2047 2020-06-25 05:09:45,978 - mmaction - INFO - Epoch [12][2560/3757] lr: 2.000e-02, eta: 14:12:12, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.2501, loss: 2.2501 2020-06-25 05:09:51,942 - mmaction - INFO - Epoch [12][2580/3757] lr: 2.000e-02, eta: 14:12:01, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.8317, loss: 1.8317 2020-06-25 05:09:57,937 - mmaction - INFO - Epoch [12][2600/3757] lr: 2.000e-02, eta: 14:11:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2104, loss: 2.2104 2020-06-25 05:10:03,927 - mmaction - INFO - Epoch [12][2620/3757] lr: 2.000e-02, eta: 14:11:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.9178, loss: 1.9178 2020-06-25 05:10:09,938 - mmaction - INFO - Epoch [12][2640/3757] lr: 2.000e-02, eta: 14:11:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7418, loss: 1.7418 2020-06-25 05:10:15,917 - mmaction - INFO - Epoch [12][2660/3757] lr: 2.000e-02, eta: 14:11:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.4572, loss: 2.4572 2020-06-25 05:10:21,926 - mmaction - INFO - Epoch [12][2680/3757] lr: 2.000e-02, eta: 14:11:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4033, loss: 2.4033 2020-06-25 05:10:27,905 - mmaction - INFO - Epoch [12][2700/3757] lr: 2.000e-02, eta: 14:10:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.1659, loss: 2.1659 2020-06-25 05:10:33,890 - mmaction - INFO - Epoch [12][2720/3757] lr: 2.000e-02, eta: 14:10:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.7998, loss: 1.7998 2020-06-25 05:10:39,889 - mmaction - INFO - Epoch [12][2740/3757] lr: 2.000e-02, eta: 14:10:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.6724, loss: 1.6724 2020-06-25 05:10:45,860 - mmaction - INFO - Epoch [12][2760/3757] lr: 2.000e-02, eta: 14:10:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.3264, loss: 2.3264 2020-06-25 05:10:51,863 - mmaction - INFO - Epoch [12][2780/3757] lr: 2.000e-02, eta: 14:10:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9147, loss: 1.9147 2020-06-25 05:10:57,815 - mmaction - INFO - Epoch [12][2800/3757] lr: 2.000e-02, eta: 14:10:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7125, loss_cls: 2.1579, loss: 2.1579 2020-06-25 05:11:03,816 - mmaction - INFO - Epoch [12][2820/3757] lr: 2.000e-02, eta: 14:09:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2267, loss: 2.2267 2020-06-25 05:11:09,796 - mmaction - INFO - Epoch [12][2840/3757] lr: 2.000e-02, eta: 14:09:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3710, loss: 2.3710 2020-06-25 05:11:15,772 - mmaction - INFO - Epoch [12][2860/3757] lr: 2.000e-02, eta: 14:09:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6474, loss: 2.6474 2020-06-25 05:11:21,743 - mmaction - INFO - Epoch [12][2880/3757] lr: 2.000e-02, eta: 14:09:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.0728, loss: 2.0728 2020-06-25 05:11:27,723 - mmaction - INFO - Epoch [12][2900/3757] lr: 2.000e-02, eta: 14:09:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2264, loss: 2.2264 2020-06-25 05:11:33,712 - mmaction - INFO - Epoch [12][2920/3757] lr: 2.000e-02, eta: 14:08:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 2.0179, loss: 2.0179 2020-06-25 05:11:39,694 - mmaction - INFO - Epoch [12][2940/3757] lr: 2.000e-02, eta: 14:08:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1285, loss: 2.1285 2020-06-25 05:11:45,667 - mmaction - INFO - Epoch [12][2960/3757] lr: 2.000e-02, eta: 14:08:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.2160, loss: 2.2160 2020-06-25 05:11:51,659 - mmaction - INFO - Epoch [12][2980/3757] lr: 2.000e-02, eta: 14:08:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0503, loss: 2.0503 2020-06-25 05:11:57,658 - mmaction - INFO - Epoch [12][3000/3757] lr: 2.000e-02, eta: 14:08:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.0905, loss: 2.0905 2020-06-25 05:12:03,595 - mmaction - INFO - Epoch [12][3020/3757] lr: 2.000e-02, eta: 14:08:05, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.4401, loss: 2.4401 2020-06-25 05:12:09,561 - mmaction - INFO - Epoch [12][3040/3757] lr: 2.000e-02, eta: 14:07:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8803, loss: 1.8803 2020-06-25 05:12:15,530 - mmaction - INFO - Epoch [12][3060/3757] lr: 2.000e-02, eta: 14:07:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2768, loss: 2.2768 2020-06-25 05:12:21,527 - mmaction - INFO - Epoch [12][3080/3757] lr: 2.000e-02, eta: 14:07:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2836, loss: 2.2836 2020-06-25 05:12:27,505 - mmaction - INFO - Epoch [12][3100/3757] lr: 2.000e-02, eta: 14:07:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7688, loss_cls: 1.8531, loss: 1.8531 2020-06-25 05:12:33,480 - mmaction - INFO - Epoch [12][3120/3757] lr: 2.000e-02, eta: 14:07:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1602, loss: 2.1602 2020-06-25 05:12:39,472 - mmaction - INFO - Epoch [12][3140/3757] lr: 2.000e-02, eta: 14:07:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4271, loss: 2.4271 2020-06-25 05:12:45,445 - mmaction - INFO - Epoch [12][3160/3757] lr: 2.000e-02, eta: 14:06:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9265, loss: 1.9265 2020-06-25 05:12:51,412 - mmaction - INFO - Epoch [12][3180/3757] lr: 2.000e-02, eta: 14:06:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0352, loss: 2.0352 2020-06-25 05:12:57,400 - mmaction - INFO - Epoch [12][3200/3757] lr: 2.000e-02, eta: 14:06:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2843, loss: 2.2843 2020-06-25 05:13:03,430 - mmaction - INFO - Epoch [12][3220/3757] lr: 2.000e-02, eta: 14:06:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6340, loss: 1.6340 2020-06-25 05:13:09,405 - mmaction - INFO - Epoch [12][3240/3757] lr: 2.000e-02, eta: 14:06:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8908, loss: 1.8908 2020-06-25 05:13:15,428 - mmaction - INFO - Epoch [12][3260/3757] lr: 2.000e-02, eta: 14:05:57, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0043, loss: 2.0043 2020-06-25 05:13:21,422 - mmaction - INFO - Epoch [12][3280/3757] lr: 2.000e-02, eta: 14:05:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1340, loss: 2.1340 2020-06-25 05:13:27,400 - mmaction - INFO - Epoch [12][3300/3757] lr: 2.000e-02, eta: 14:05:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.6748, loss: 1.6748 2020-06-25 05:13:33,404 - mmaction - INFO - Epoch [12][3320/3757] lr: 2.000e-02, eta: 14:05:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0445, loss: 2.0445 2020-06-25 05:13:39,378 - mmaction - INFO - Epoch [12][3340/3757] lr: 2.000e-02, eta: 14:05:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2008, loss: 2.2008 2020-06-25 05:13:45,403 - mmaction - INFO - Epoch [12][3360/3757] lr: 2.000e-02, eta: 14:05:05, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9942, loss: 1.9942 2020-06-25 05:13:51,419 - mmaction - INFO - Epoch [12][3380/3757] lr: 2.000e-02, eta: 14:04:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.1252, loss: 2.1252 2020-06-25 05:13:57,403 - mmaction - INFO - Epoch [12][3400/3757] lr: 2.000e-02, eta: 14:04:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9433, loss: 1.9433 2020-06-25 05:14:03,376 - mmaction - INFO - Epoch [12][3420/3757] lr: 2.000e-02, eta: 14:04:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1697, loss: 2.1697 2020-06-25 05:14:09,337 - mmaction - INFO - Epoch [12][3440/3757] lr: 2.000e-02, eta: 14:04:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1368, loss: 2.1368 2020-06-25 05:14:15,326 - mmaction - INFO - Epoch [12][3460/3757] lr: 2.000e-02, eta: 14:04:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 2.0501, loss: 2.0501 2020-06-25 05:14:21,325 - mmaction - INFO - Epoch [12][3480/3757] lr: 2.000e-02, eta: 14:04:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8384, loss: 1.8384 2020-06-25 05:14:27,307 - mmaction - INFO - Epoch [12][3500/3757] lr: 2.000e-02, eta: 14:03:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0791, loss: 2.0791 2020-06-25 05:14:33,292 - mmaction - INFO - Epoch [12][3520/3757] lr: 2.000e-02, eta: 14:03:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.0894, loss: 2.0894 2020-06-25 05:14:39,298 - mmaction - INFO - Epoch [12][3540/3757] lr: 2.000e-02, eta: 14:03:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9364, loss: 1.9364 2020-06-25 05:14:45,283 - mmaction - INFO - Epoch [12][3560/3757] lr: 2.000e-02, eta: 14:03:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0851, loss: 2.0851 2020-06-25 05:14:51,248 - mmaction - INFO - Epoch [12][3580/3757] lr: 2.000e-02, eta: 14:03:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1672, loss: 2.1672 2020-06-25 05:14:57,227 - mmaction - INFO - Epoch [12][3600/3757] lr: 2.000e-02, eta: 14:02:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8030, loss: 1.8030 2020-06-25 05:15:03,203 - mmaction - INFO - Epoch [12][3620/3757] lr: 2.000e-02, eta: 14:02:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0676, loss: 2.0676 2020-06-25 05:15:09,197 - mmaction - INFO - Epoch [12][3640/3757] lr: 2.000e-02, eta: 14:02:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3060, loss: 2.3060 2020-06-25 05:15:15,195 - mmaction - INFO - Epoch [12][3660/3757] lr: 2.000e-02, eta: 14:02:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.1380, loss: 2.1380 2020-06-25 05:15:21,193 - mmaction - INFO - Epoch [12][3680/3757] lr: 2.000e-02, eta: 14:02:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 2.0270, loss: 2.0270 2020-06-25 05:15:27,181 - mmaction - INFO - Epoch [12][3700/3757] lr: 2.000e-02, eta: 14:02:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7894, loss: 1.7894 2020-06-25 05:15:33,185 - mmaction - INFO - Epoch [12][3720/3757] lr: 2.000e-02, eta: 14:01:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1203, loss: 2.1203 2020-06-25 05:15:39,145 - mmaction - INFO - Epoch [12][3740/3757] lr: 2.000e-02, eta: 14:01:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0630, loss: 2.0630 2020-06-25 05:18:45,628 - mmaction - INFO - Epoch [13][20/3757] lr: 2.000e-02, eta: 14:10:02, time: 8.723, data_time: 8.288, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.7545, loss: 1.7545 2020-06-25 05:18:51,718 - mmaction - INFO - Epoch [13][40/3757] lr: 2.000e-02, eta: 14:09:51, time: 0.307, data_time: 0.008, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 1.9896, loss: 1.9896 2020-06-25 05:18:57,729 - mmaction - INFO - Epoch [13][60/3757] lr: 2.000e-02, eta: 14:09:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0159, loss: 2.0159 2020-06-25 05:19:03,712 - mmaction - INFO - Epoch [13][80/3757] lr: 2.000e-02, eta: 14:09:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1168, loss: 2.1168 2020-06-25 05:19:09,693 - mmaction - INFO - Epoch [13][100/3757] lr: 2.000e-02, eta: 14:09:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1080, loss: 2.1080 2020-06-25 05:19:15,688 - mmaction - INFO - Epoch [13][120/3757] lr: 2.000e-02, eta: 14:09:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0258, loss: 2.0258 2020-06-25 05:19:21,667 - mmaction - INFO - Epoch [13][140/3757] lr: 2.000e-02, eta: 14:08:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1845, loss: 2.1845 2020-06-25 05:19:27,683 - mmaction - INFO - Epoch [13][160/3757] lr: 2.000e-02, eta: 14:08:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0008, loss: 2.0008 2020-06-25 05:19:33,661 - mmaction - INFO - Epoch [13][180/3757] lr: 2.000e-02, eta: 14:08:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9326, loss: 1.9326 2020-06-25 05:19:39,644 - mmaction - INFO - Epoch [13][200/3757] lr: 2.000e-02, eta: 14:08:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0220, loss: 2.0220 2020-06-25 05:19:45,641 - mmaction - INFO - Epoch [13][220/3757] lr: 2.000e-02, eta: 14:08:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8846, loss: 1.8846 2020-06-25 05:19:51,637 - mmaction - INFO - Epoch [13][240/3757] lr: 2.000e-02, eta: 14:08:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9937, loss: 1.9937 2020-06-25 05:19:57,621 - mmaction - INFO - Epoch [13][260/3757] lr: 2.000e-02, eta: 14:07:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0360, loss: 2.0360 2020-06-25 05:20:04,217 - mmaction - INFO - Epoch [13][280/3757] lr: 2.000e-02, eta: 14:07:44, time: 0.329, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1287, loss: 2.1287 2020-06-25 05:20:10,181 - mmaction - INFO - Epoch [13][300/3757] lr: 2.000e-02, eta: 14:07:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 2.0220, loss: 2.0220 2020-06-25 05:20:16,186 - mmaction - INFO - Epoch [13][320/3757] lr: 2.000e-02, eta: 14:07:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3139, loss: 2.3139 2020-06-25 05:20:22,228 - mmaction - INFO - Epoch [13][340/3757] lr: 2.000e-02, eta: 14:07:12, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8147, loss: 1.8147 2020-06-25 05:20:28,216 - mmaction - INFO - Epoch [13][360/3757] lr: 2.000e-02, eta: 14:07:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0608, loss: 2.0608 2020-06-25 05:20:34,211 - mmaction - INFO - Epoch [13][380/3757] lr: 2.000e-02, eta: 14:06:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9525, loss: 1.9525 2020-06-25 05:20:40,210 - mmaction - INFO - Epoch [13][400/3757] lr: 2.000e-02, eta: 14:06:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8939, loss: 1.8939 2020-06-25 05:20:46,197 - mmaction - INFO - Epoch [13][420/3757] lr: 2.000e-02, eta: 14:06:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0947, loss: 2.0947 2020-06-25 05:20:52,167 - mmaction - INFO - Epoch [13][440/3757] lr: 2.000e-02, eta: 14:06:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.4429, loss: 2.4429 2020-06-25 05:20:58,152 - mmaction - INFO - Epoch [13][460/3757] lr: 2.000e-02, eta: 14:06:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0286, loss: 2.0286 2020-06-25 05:21:04,147 - mmaction - INFO - Epoch [13][480/3757] lr: 2.000e-02, eta: 14:05:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.7889, loss: 1.7889 2020-06-25 05:21:10,128 - mmaction - INFO - Epoch [13][500/3757] lr: 2.000e-02, eta: 14:05:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1472, loss: 2.1472 2020-06-25 05:21:16,127 - mmaction - INFO - Epoch [13][520/3757] lr: 2.000e-02, eta: 14:05:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.7350, loss: 1.7350 2020-06-25 05:21:22,121 - mmaction - INFO - Epoch [13][540/3757] lr: 2.000e-02, eta: 14:05:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9304, loss: 1.9304 2020-06-25 05:21:28,088 - mmaction - INFO - Epoch [13][560/3757] lr: 2.000e-02, eta: 14:05:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7875, loss_cls: 2.1682, loss: 2.1682 2020-06-25 05:21:34,070 - mmaction - INFO - Epoch [13][580/3757] lr: 2.000e-02, eta: 14:05:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.3615, loss: 2.3615 2020-06-25 05:21:40,050 - mmaction - INFO - Epoch [13][600/3757] lr: 2.000e-02, eta: 14:04:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1313, loss: 2.1313 2020-06-25 05:21:46,019 - mmaction - INFO - Epoch [13][620/3757] lr: 2.000e-02, eta: 14:04:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1030, loss: 2.1030 2020-06-25 05:21:52,008 - mmaction - INFO - Epoch [13][640/3757] lr: 2.000e-02, eta: 14:04:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9903, loss: 1.9903 2020-06-25 05:21:58,007 - mmaction - INFO - Epoch [13][660/3757] lr: 2.000e-02, eta: 14:04:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8477, loss: 1.8477 2020-06-25 05:22:04,039 - mmaction - INFO - Epoch [13][680/3757] lr: 2.000e-02, eta: 14:04:10, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0331, loss: 2.0331 2020-06-25 05:22:10,045 - mmaction - INFO - Epoch [13][700/3757] lr: 2.000e-02, eta: 14:03:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.8837, loss: 1.8837 2020-06-25 05:22:16,025 - mmaction - INFO - Epoch [13][720/3757] lr: 2.000e-02, eta: 14:03:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3177, loss: 2.3177 2020-06-25 05:22:21,994 - mmaction - INFO - Epoch [13][740/3757] lr: 2.000e-02, eta: 14:03:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0604, loss: 2.0604 2020-06-25 05:22:27,941 - mmaction - INFO - Epoch [13][760/3757] lr: 2.000e-02, eta: 14:03:27, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 1.9206, loss: 1.9206 2020-06-25 05:22:33,962 - mmaction - INFO - Epoch [13][780/3757] lr: 2.000e-02, eta: 14:03:16, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9294, loss: 1.9294 2020-06-25 05:22:39,947 - mmaction - INFO - Epoch [13][800/3757] lr: 2.000e-02, eta: 14:03:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.8139, loss: 1.8139 2020-06-25 05:22:45,944 - mmaction - INFO - Epoch [13][820/3757] lr: 2.000e-02, eta: 14:02:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9078, loss: 1.9078 2020-06-25 05:22:51,940 - mmaction - INFO - Epoch [13][840/3757] lr: 2.000e-02, eta: 14:02:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1633, loss: 2.1633 2020-06-25 05:22:57,927 - mmaction - INFO - Epoch [13][860/3757] lr: 2.000e-02, eta: 14:02:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9807, loss: 1.9807 2020-06-25 05:23:03,896 - mmaction - INFO - Epoch [13][880/3757] lr: 2.000e-02, eta: 14:02:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8478, loss: 1.8478 2020-06-25 05:23:09,870 - mmaction - INFO - Epoch [13][900/3757] lr: 2.000e-02, eta: 14:02:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2279, loss: 2.2279 2020-06-25 05:23:15,842 - mmaction - INFO - Epoch [13][920/3757] lr: 2.000e-02, eta: 14:02:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.0665, loss: 2.0665 2020-06-25 05:23:21,831 - mmaction - INFO - Epoch [13][940/3757] lr: 2.000e-02, eta: 14:01:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2290, loss: 2.2290 2020-06-25 05:23:27,840 - mmaction - INFO - Epoch [13][960/3757] lr: 2.000e-02, eta: 14:01:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.8765, loss: 1.8765 2020-06-25 05:23:33,818 - mmaction - INFO - Epoch [13][980/3757] lr: 2.000e-02, eta: 14:01:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.0794, loss: 2.0794 2020-06-25 05:23:39,820 - mmaction - INFO - Epoch [13][1000/3757] lr: 2.000e-02, eta: 14:01:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9061, loss: 1.9061 2020-06-25 05:23:45,822 - mmaction - INFO - Epoch [13][1020/3757] lr: 2.000e-02, eta: 14:01:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8858, loss: 1.8858 2020-06-25 05:23:51,814 - mmaction - INFO - Epoch [13][1040/3757] lr: 2.000e-02, eta: 14:00:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8137, loss: 1.8137 2020-06-25 05:23:57,815 - mmaction - INFO - Epoch [13][1060/3757] lr: 2.000e-02, eta: 14:00:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7250, loss_cls: 2.0503, loss: 2.0503 2020-06-25 05:24:03,807 - mmaction - INFO - Epoch [13][1080/3757] lr: 2.000e-02, eta: 14:00:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.8400, loss: 1.8400 2020-06-25 05:24:09,806 - mmaction - INFO - Epoch [13][1100/3757] lr: 2.000e-02, eta: 14:00:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1609, loss: 2.1609 2020-06-25 05:24:15,797 - mmaction - INFO - Epoch [13][1120/3757] lr: 2.000e-02, eta: 14:00:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 1.9976, loss: 1.9976 2020-06-25 05:24:21,768 - mmaction - INFO - Epoch [13][1140/3757] lr: 2.000e-02, eta: 14:00:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7125, loss_cls: 2.2698, loss: 2.2698 2020-06-25 05:24:27,714 - mmaction - INFO - Epoch [13][1160/3757] lr: 2.000e-02, eta: 13:59:55, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1879, loss: 2.1879 2020-06-25 05:24:33,708 - mmaction - INFO - Epoch [13][1180/3757] lr: 2.000e-02, eta: 13:59:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.8872, loss: 1.8872 2020-06-25 05:24:39,706 - mmaction - INFO - Epoch [13][1200/3757] lr: 2.000e-02, eta: 13:59:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.4122, loss: 2.4122 2020-06-25 05:24:45,689 - mmaction - INFO - Epoch [13][1220/3757] lr: 2.000e-02, eta: 13:59:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3029, loss: 2.3029 2020-06-25 05:24:51,685 - mmaction - INFO - Epoch [13][1240/3757] lr: 2.000e-02, eta: 13:59:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0368, loss: 2.0368 2020-06-25 05:24:57,894 - mmaction - INFO - Epoch [13][1260/3757] lr: 2.000e-02, eta: 13:59:03, time: 0.311, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.3174, loss: 2.3174 2020-06-25 05:25:03,898 - mmaction - INFO - Epoch [13][1280/3757] lr: 2.000e-02, eta: 13:58:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2968, loss: 2.2968 2020-06-25 05:25:09,888 - mmaction - INFO - Epoch [13][1300/3757] lr: 2.000e-02, eta: 13:58:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3681, loss: 2.3681 2020-06-25 05:25:15,891 - mmaction - INFO - Epoch [13][1320/3757] lr: 2.000e-02, eta: 13:58:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9859, loss: 1.9859 2020-06-25 05:25:21,869 - mmaction - INFO - Epoch [13][1340/3757] lr: 2.000e-02, eta: 13:58:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.1587, loss: 2.1587 2020-06-25 05:25:27,877 - mmaction - INFO - Epoch [13][1360/3757] lr: 2.000e-02, eta: 13:58:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0807, loss: 2.0807 2020-06-25 05:25:33,846 - mmaction - INFO - Epoch [13][1380/3757] lr: 2.000e-02, eta: 13:57:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2267, loss: 2.2267 2020-06-25 05:25:39,831 - mmaction - INFO - Epoch [13][1400/3757] lr: 2.000e-02, eta: 13:57:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0228, loss: 2.0228 2020-06-25 05:25:45,804 - mmaction - INFO - Epoch [13][1420/3757] lr: 2.000e-02, eta: 13:57:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1689, loss: 2.1689 2020-06-25 05:25:51,805 - mmaction - INFO - Epoch [13][1440/3757] lr: 2.000e-02, eta: 13:57:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2062, loss: 2.2062 2020-06-25 05:25:57,794 - mmaction - INFO - Epoch [13][1460/3757] lr: 2.000e-02, eta: 13:57:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9255, loss: 1.9255 2020-06-25 05:26:03,819 - mmaction - INFO - Epoch [13][1480/3757] lr: 2.000e-02, eta: 13:57:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.8998, loss: 1.8998 2020-06-25 05:26:09,794 - mmaction - INFO - Epoch [13][1500/3757] lr: 2.000e-02, eta: 13:56:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 1.9024, loss: 1.9024 2020-06-25 05:26:15,806 - mmaction - INFO - Epoch [13][1520/3757] lr: 2.000e-02, eta: 13:56:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9520, loss: 1.9520 2020-06-25 05:26:21,802 - mmaction - INFO - Epoch [13][1540/3757] lr: 2.000e-02, eta: 13:56:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0243, loss: 2.0243 2020-06-25 05:26:27,816 - mmaction - INFO - Epoch [13][1560/3757] lr: 2.000e-02, eta: 13:56:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9883, loss: 1.9883 2020-06-25 05:26:33,835 - mmaction - INFO - Epoch [13][1580/3757] lr: 2.000e-02, eta: 13:56:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.9375, loss: 1.9375 2020-06-25 05:26:39,848 - mmaction - INFO - Epoch [13][1600/3757] lr: 2.000e-02, eta: 13:56:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1860, loss: 2.1860 2020-06-25 05:26:45,833 - mmaction - INFO - Epoch [13][1620/3757] lr: 2.000e-02, eta: 13:55:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8808, loss: 1.8808 2020-06-25 05:26:51,852 - mmaction - INFO - Epoch [13][1640/3757] lr: 2.000e-02, eta: 13:55:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8222, loss: 1.8222 2020-06-25 05:26:57,853 - mmaction - INFO - Epoch [13][1660/3757] lr: 2.000e-02, eta: 13:55:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9802, loss: 1.9802 2020-06-25 05:27:03,839 - mmaction - INFO - Epoch [13][1680/3757] lr: 2.000e-02, eta: 13:55:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8725, loss: 1.8725 2020-06-25 05:27:09,831 - mmaction - INFO - Epoch [13][1700/3757] lr: 2.000e-02, eta: 13:55:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9687, loss: 1.9687 2020-06-25 05:27:15,824 - mmaction - INFO - Epoch [13][1720/3757] lr: 2.000e-02, eta: 13:55:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7321, loss: 1.7321 2020-06-25 05:27:21,825 - mmaction - INFO - Epoch [13][1740/3757] lr: 2.000e-02, eta: 13:54:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1739, loss: 2.1739 2020-06-25 05:27:27,805 - mmaction - INFO - Epoch [13][1760/3757] lr: 2.000e-02, eta: 13:54:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2499, loss: 2.2499 2020-06-25 05:27:33,766 - mmaction - INFO - Epoch [13][1780/3757] lr: 2.000e-02, eta: 13:54:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0722, loss: 2.0722 2020-06-25 05:27:39,752 - mmaction - INFO - Epoch [13][1800/3757] lr: 2.000e-02, eta: 13:54:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8825, loss: 1.8825 2020-06-25 05:27:45,719 - mmaction - INFO - Epoch [13][1820/3757] lr: 2.000e-02, eta: 13:54:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3104, loss: 2.3104 2020-06-25 05:27:51,684 - mmaction - INFO - Epoch [13][1840/3757] lr: 2.000e-02, eta: 13:53:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1026, loss: 2.1026 2020-06-25 05:27:57,671 - mmaction - INFO - Epoch [13][1860/3757] lr: 2.000e-02, eta: 13:53:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9737, loss: 1.9737 2020-06-25 05:28:03,664 - mmaction - INFO - Epoch [13][1880/3757] lr: 2.000e-02, eta: 13:53:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0063, loss: 2.0063 2020-06-25 05:28:09,671 - mmaction - INFO - Epoch [13][1900/3757] lr: 2.000e-02, eta: 13:53:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8132, loss: 1.8132 2020-06-25 05:28:15,657 - mmaction - INFO - Epoch [13][1920/3757] lr: 2.000e-02, eta: 13:53:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.2397, loss: 2.2397 2020-06-25 05:28:21,635 - mmaction - INFO - Epoch [13][1940/3757] lr: 2.000e-02, eta: 13:53:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.1640, loss: 2.1640 2020-06-25 05:28:27,615 - mmaction - INFO - Epoch [13][1960/3757] lr: 2.000e-02, eta: 13:52:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0423, loss: 2.0423 2020-06-25 05:28:33,589 - mmaction - INFO - Epoch [13][1980/3757] lr: 2.000e-02, eta: 13:52:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7937, loss_cls: 2.0095, loss: 2.0095 2020-06-25 05:28:39,570 - mmaction - INFO - Epoch [13][2000/3757] lr: 2.000e-02, eta: 13:52:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1101, loss: 2.1101 2020-06-25 05:28:45,545 - mmaction - INFO - Epoch [13][2020/3757] lr: 2.000e-02, eta: 13:52:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9424, loss: 1.9424 2020-06-25 05:28:51,536 - mmaction - INFO - Epoch [13][2040/3757] lr: 2.000e-02, eta: 13:52:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0082, loss: 2.0082 2020-06-25 05:28:57,538 - mmaction - INFO - Epoch [13][2060/3757] lr: 2.000e-02, eta: 13:52:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0239, loss: 2.0239 2020-06-25 05:29:03,530 - mmaction - INFO - Epoch [13][2080/3757] lr: 2.000e-02, eta: 13:51:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8881, loss: 1.8881 2020-06-25 05:29:09,542 - mmaction - INFO - Epoch [13][2100/3757] lr: 2.000e-02, eta: 13:51:43, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0881, loss: 2.0881 2020-06-25 05:29:15,526 - mmaction - INFO - Epoch [13][2120/3757] lr: 2.000e-02, eta: 13:51:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8837, loss: 1.8837 2020-06-25 05:29:21,508 - mmaction - INFO - Epoch [13][2140/3757] lr: 2.000e-02, eta: 13:51:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.7724, loss: 1.7724 2020-06-25 05:29:27,474 - mmaction - INFO - Epoch [13][2160/3757] lr: 2.000e-02, eta: 13:51:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7000, loss_cls: 2.1132, loss: 2.1132 2020-06-25 05:29:33,460 - mmaction - INFO - Epoch [13][2180/3757] lr: 2.000e-02, eta: 13:51:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7125, loss_cls: 2.1762, loss: 2.1762 2020-06-25 05:29:39,460 - mmaction - INFO - Epoch [13][2200/3757] lr: 2.000e-02, eta: 13:50:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9971, loss: 1.9971 2020-06-25 05:29:45,454 - mmaction - INFO - Epoch [13][2220/3757] lr: 2.000e-02, eta: 13:50:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3809, loss: 2.3809 2020-06-25 05:29:51,451 - mmaction - INFO - Epoch [13][2240/3757] lr: 2.000e-02, eta: 13:50:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2077, loss: 2.2077 2020-06-25 05:29:57,438 - mmaction - INFO - Epoch [13][2260/3757] lr: 2.000e-02, eta: 13:50:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1545, loss: 2.1545 2020-06-25 05:30:03,425 - mmaction - INFO - Epoch [13][2280/3757] lr: 2.000e-02, eta: 13:50:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1484, loss: 2.1484 2020-06-25 05:30:09,408 - mmaction - INFO - Epoch [13][2300/3757] lr: 2.000e-02, eta: 13:49:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9207, loss: 1.9207 2020-06-25 05:30:15,394 - mmaction - INFO - Epoch [13][2320/3757] lr: 2.000e-02, eta: 13:49:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2789, loss: 2.2789 2020-06-25 05:30:21,409 - mmaction - INFO - Epoch [13][2340/3757] lr: 2.000e-02, eta: 13:49:38, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1749, loss: 2.1749 2020-06-25 05:30:27,400 - mmaction - INFO - Epoch [13][2360/3757] lr: 2.000e-02, eta: 13:49:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8796, loss: 1.8796 2020-06-25 05:30:33,408 - mmaction - INFO - Epoch [13][2380/3757] lr: 2.000e-02, eta: 13:49:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3564, loss: 2.3564 2020-06-25 05:30:39,375 - mmaction - INFO - Epoch [13][2400/3757] lr: 2.000e-02, eta: 13:49:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9096, loss: 1.9096 2020-06-25 05:30:45,376 - mmaction - INFO - Epoch [13][2420/3757] lr: 2.000e-02, eta: 13:48:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2474, loss: 2.2474 2020-06-25 05:30:51,315 - mmaction - INFO - Epoch [13][2440/3757] lr: 2.000e-02, eta: 13:48:47, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0569, loss: 2.0569 2020-06-25 05:30:57,309 - mmaction - INFO - Epoch [13][2460/3757] lr: 2.000e-02, eta: 13:48:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9016, loss: 1.9016 2020-06-25 05:31:03,300 - mmaction - INFO - Epoch [13][2480/3757] lr: 2.000e-02, eta: 13:48:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1727, loss: 2.1727 2020-06-25 05:31:09,270 - mmaction - INFO - Epoch [13][2500/3757] lr: 2.000e-02, eta: 13:48:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8910, loss: 1.8910 2020-06-25 05:31:15,270 - mmaction - INFO - Epoch [13][2520/3757] lr: 2.000e-02, eta: 13:48:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9709, loss: 1.9709 2020-06-25 05:31:21,245 - mmaction - INFO - Epoch [13][2540/3757] lr: 2.000e-02, eta: 13:47:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.2100, loss: 2.2100 2020-06-25 05:31:27,199 - mmaction - INFO - Epoch [13][2560/3757] lr: 2.000e-02, eta: 13:47:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.1131, loss: 2.1131 2020-06-25 05:31:33,166 - mmaction - INFO - Epoch [13][2580/3757] lr: 2.000e-02, eta: 13:47:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.2333, loss: 2.2333 2020-06-25 05:31:39,132 - mmaction - INFO - Epoch [13][2600/3757] lr: 2.000e-02, eta: 13:47:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.0900, loss: 2.0900 2020-06-25 05:31:45,113 - mmaction - INFO - Epoch [13][2620/3757] lr: 2.000e-02, eta: 13:47:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.9512, loss: 1.9512 2020-06-25 05:31:51,118 - mmaction - INFO - Epoch [13][2640/3757] lr: 2.000e-02, eta: 13:47:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0563, loss: 2.0563 2020-06-25 05:31:57,110 - mmaction - INFO - Epoch [13][2660/3757] lr: 2.000e-02, eta: 13:46:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1167, loss: 2.1167 2020-06-25 05:32:03,117 - mmaction - INFO - Epoch [13][2680/3757] lr: 2.000e-02, eta: 13:46:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 1.9743, loss: 1.9743 2020-06-25 05:32:09,098 - mmaction - INFO - Epoch [13][2700/3757] lr: 2.000e-02, eta: 13:46:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2396, loss: 2.2396 2020-06-25 05:32:15,089 - mmaction - INFO - Epoch [13][2720/3757] lr: 2.000e-02, eta: 13:46:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9798, loss: 1.9798 2020-06-25 05:32:21,079 - mmaction - INFO - Epoch [13][2740/3757] lr: 2.000e-02, eta: 13:46:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1742, loss: 2.1742 2020-06-25 05:32:27,046 - mmaction - INFO - Epoch [13][2760/3757] lr: 2.000e-02, eta: 13:46:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0815, loss: 2.0815 2020-06-25 05:32:33,023 - mmaction - INFO - Epoch [13][2780/3757] lr: 2.000e-02, eta: 13:45:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0479, loss: 2.0479 2020-06-25 05:32:38,994 - mmaction - INFO - Epoch [13][2800/3757] lr: 2.000e-02, eta: 13:45:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9665, loss: 1.9665 2020-06-25 05:32:44,993 - mmaction - INFO - Epoch [13][2820/3757] lr: 2.000e-02, eta: 13:45:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.6625, loss_cls: 2.3902, loss: 2.3902 2020-06-25 05:32:50,971 - mmaction - INFO - Epoch [13][2840/3757] lr: 2.000e-02, eta: 13:45:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.3343, loss: 2.3343 2020-06-25 05:32:56,964 - mmaction - INFO - Epoch [13][2860/3757] lr: 2.000e-02, eta: 13:45:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8126, loss: 1.8126 2020-06-25 05:33:02,998 - mmaction - INFO - Epoch [13][2880/3757] lr: 2.000e-02, eta: 13:45:00, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8880, loss: 1.8880 2020-06-25 05:33:08,979 - mmaction - INFO - Epoch [13][2900/3757] lr: 2.000e-02, eta: 13:44:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3908, loss: 2.3908 2020-06-25 05:33:14,954 - mmaction - INFO - Epoch [13][2920/3757] lr: 2.000e-02, eta: 13:44:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8601, loss: 1.8601 2020-06-25 05:33:20,917 - mmaction - INFO - Epoch [13][2940/3757] lr: 2.000e-02, eta: 13:44:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9320, loss: 1.9320 2020-06-25 05:33:26,908 - mmaction - INFO - Epoch [13][2960/3757] lr: 2.000e-02, eta: 13:44:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9122, loss: 1.9122 2020-06-25 05:33:32,888 - mmaction - INFO - Epoch [13][2980/3757] lr: 2.000e-02, eta: 13:44:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0356, loss: 2.0356 2020-06-25 05:33:38,838 - mmaction - INFO - Epoch [13][3000/3757] lr: 2.000e-02, eta: 13:43:58, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0969, loss: 2.0969 2020-06-25 05:33:44,834 - mmaction - INFO - Epoch [13][3020/3757] lr: 2.000e-02, eta: 13:43:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2376, loss: 2.2376 2020-06-25 05:33:50,821 - mmaction - INFO - Epoch [13][3040/3757] lr: 2.000e-02, eta: 13:43:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9187, loss: 1.9187 2020-06-25 05:33:56,797 - mmaction - INFO - Epoch [13][3060/3757] lr: 2.000e-02, eta: 13:43:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0788, loss: 2.0788 2020-06-25 05:34:02,756 - mmaction - INFO - Epoch [13][3080/3757] lr: 2.000e-02, eta: 13:43:17, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8009, loss: 1.8009 2020-06-25 05:34:08,738 - mmaction - INFO - Epoch [13][3100/3757] lr: 2.000e-02, eta: 13:43:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9296, loss: 1.9296 2020-06-25 05:34:14,728 - mmaction - INFO - Epoch [13][3120/3757] lr: 2.000e-02, eta: 13:42:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1693, loss: 2.1693 2020-06-25 05:34:20,703 - mmaction - INFO - Epoch [13][3140/3757] lr: 2.000e-02, eta: 13:42:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9563, loss: 1.9563 2020-06-25 05:34:26,681 - mmaction - INFO - Epoch [13][3160/3757] lr: 2.000e-02, eta: 13:42:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 2.0233, loss: 2.0233 2020-06-25 05:34:32,649 - mmaction - INFO - Epoch [13][3180/3757] lr: 2.000e-02, eta: 13:42:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.6103, loss: 1.6103 2020-06-25 05:34:38,652 - mmaction - INFO - Epoch [13][3200/3757] lr: 2.000e-02, eta: 13:42:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1108, loss: 2.1108 2020-06-25 05:34:44,616 - mmaction - INFO - Epoch [13][3220/3757] lr: 2.000e-02, eta: 13:42:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0210, loss: 2.0210 2020-06-25 05:34:50,601 - mmaction - INFO - Epoch [13][3240/3757] lr: 2.000e-02, eta: 13:41:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.3365, loss: 2.3365 2020-06-25 05:34:56,553 - mmaction - INFO - Epoch [13][3260/3757] lr: 2.000e-02, eta: 13:41:45, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.8063, loss_cls: 1.9900, loss: 1.9900 2020-06-25 05:35:02,500 - mmaction - INFO - Epoch [13][3280/3757] lr: 2.000e-02, eta: 13:41:35, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0330, loss: 2.0330 2020-06-25 05:35:08,478 - mmaction - INFO - Epoch [13][3300/3757] lr: 2.000e-02, eta: 13:41:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1215, loss: 2.1215 2020-06-25 05:35:14,444 - mmaction - INFO - Epoch [13][3320/3757] lr: 2.000e-02, eta: 13:41:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0140, loss: 2.0140 2020-06-25 05:35:20,448 - mmaction - INFO - Epoch [13][3340/3757] lr: 2.000e-02, eta: 13:41:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2695, loss: 2.2695 2020-06-25 05:35:26,446 - mmaction - INFO - Epoch [13][3360/3757] lr: 2.000e-02, eta: 13:40:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.0549, loss: 2.0549 2020-06-25 05:35:32,403 - mmaction - INFO - Epoch [13][3380/3757] lr: 2.000e-02, eta: 13:40:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7227, loss: 1.7227 2020-06-25 05:35:38,385 - mmaction - INFO - Epoch [13][3400/3757] lr: 2.000e-02, eta: 13:40:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.4628, loss: 2.4628 2020-06-25 05:35:44,364 - mmaction - INFO - Epoch [13][3420/3757] lr: 2.000e-02, eta: 13:40:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2132, loss: 2.2132 2020-06-25 05:35:50,382 - mmaction - INFO - Epoch [13][3440/3757] lr: 2.000e-02, eta: 13:40:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0171, loss: 2.0171 2020-06-25 05:35:56,382 - mmaction - INFO - Epoch [13][3460/3757] lr: 2.000e-02, eta: 13:40:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0892, loss: 2.0892 2020-06-25 05:36:02,368 - mmaction - INFO - Epoch [13][3480/3757] lr: 2.000e-02, eta: 13:39:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0609, loss: 2.0609 2020-06-25 05:36:08,362 - mmaction - INFO - Epoch [13][3500/3757] lr: 2.000e-02, eta: 13:39:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0954, loss: 2.0954 2020-06-25 05:36:14,337 - mmaction - INFO - Epoch [13][3520/3757] lr: 2.000e-02, eta: 13:39:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1645, loss: 2.1645 2020-06-25 05:36:20,341 - mmaction - INFO - Epoch [13][3540/3757] lr: 2.000e-02, eta: 13:39:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8375, loss_cls: 1.9001, loss: 1.9001 2020-06-25 05:36:26,313 - mmaction - INFO - Epoch [13][3560/3757] lr: 2.000e-02, eta: 13:39:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0311, loss: 2.0311 2020-06-25 05:36:32,288 - mmaction - INFO - Epoch [13][3580/3757] lr: 2.000e-02, eta: 13:39:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1372, loss: 2.1372 2020-06-25 05:36:38,277 - mmaction - INFO - Epoch [13][3600/3757] lr: 2.000e-02, eta: 13:38:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7787, loss: 1.7787 2020-06-25 05:36:44,241 - mmaction - INFO - Epoch [13][3620/3757] lr: 2.000e-02, eta: 13:38:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.0870, loss: 2.0870 2020-06-25 05:36:50,228 - mmaction - INFO - Epoch [13][3640/3757] lr: 2.000e-02, eta: 13:38:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1731, loss: 2.1731 2020-06-25 05:36:56,216 - mmaction - INFO - Epoch [13][3660/3757] lr: 2.000e-02, eta: 13:38:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1033, loss: 2.1033 2020-06-25 05:37:02,202 - mmaction - INFO - Epoch [13][3680/3757] lr: 2.000e-02, eta: 13:38:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9163, loss: 1.9163 2020-06-25 05:37:08,191 - mmaction - INFO - Epoch [13][3700/3757] lr: 2.000e-02, eta: 13:38:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.9718, loss: 1.9718 2020-06-25 05:37:14,171 - mmaction - INFO - Epoch [13][3720/3757] lr: 2.000e-02, eta: 13:37:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1402, loss: 2.1402 2020-06-25 05:37:20,167 - mmaction - INFO - Epoch [13][3740/3757] lr: 2.000e-02, eta: 13:37:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7625, loss_cls: 2.0211, loss: 2.0211 2020-06-25 05:40:52,083 - mmaction - INFO - Epoch [14][20/3757] lr: 2.000e-02, eta: 13:46:23, time: 10.052, data_time: 9.618, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7963, loss: 1.7963 2020-06-25 05:40:58,124 - mmaction - INFO - Epoch [14][40/3757] lr: 2.000e-02, eta: 13:46:13, time: 0.304, data_time: 0.006, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0236, loss: 2.0236 2020-06-25 05:41:04,090 - mmaction - INFO - Epoch [14][60/3757] lr: 2.000e-02, eta: 13:46:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8644, loss: 1.8644 2020-06-25 05:41:10,074 - mmaction - INFO - Epoch [14][80/3757] lr: 2.000e-02, eta: 13:45:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.4065, loss: 2.4065 2020-06-25 05:41:16,059 - mmaction - INFO - Epoch [14][100/3757] lr: 2.000e-02, eta: 13:45:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9657, loss: 1.9657 2020-06-25 05:41:22,031 - mmaction - INFO - Epoch [14][120/3757] lr: 2.000e-02, eta: 13:45:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.0158, loss: 2.0158 2020-06-25 05:41:28,054 - mmaction - INFO - Epoch [14][140/3757] lr: 2.000e-02, eta: 13:45:21, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.9068, loss: 1.9068 2020-06-25 05:41:34,080 - mmaction - INFO - Epoch [14][160/3757] lr: 2.000e-02, eta: 13:45:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9164, loss: 1.9164 2020-06-25 05:41:40,067 - mmaction - INFO - Epoch [14][180/3757] lr: 2.000e-02, eta: 13:45:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 1.9534, loss: 1.9534 2020-06-25 05:41:46,060 - mmaction - INFO - Epoch [14][200/3757] lr: 2.000e-02, eta: 13:44:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1933, loss: 2.1933 2020-06-25 05:41:52,060 - mmaction - INFO - Epoch [14][220/3757] lr: 2.000e-02, eta: 13:44:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 1.9798, loss: 1.9798 2020-06-25 05:41:58,043 - mmaction - INFO - Epoch [14][240/3757] lr: 2.000e-02, eta: 13:44:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.7279, loss: 1.7279 2020-06-25 05:42:04,013 - mmaction - INFO - Epoch [14][260/3757] lr: 2.000e-02, eta: 13:44:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9388, loss: 1.9388 2020-06-25 05:42:09,973 - mmaction - INFO - Epoch [14][280/3757] lr: 2.000e-02, eta: 13:44:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9007, loss: 1.9007 2020-06-25 05:42:15,935 - mmaction - INFO - Epoch [14][300/3757] lr: 2.000e-02, eta: 13:43:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0387, loss: 2.0387 2020-06-25 05:42:21,898 - mmaction - INFO - Epoch [14][320/3757] lr: 2.000e-02, eta: 13:43:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9252, loss: 1.9252 2020-06-25 05:42:27,874 - mmaction - INFO - Epoch [14][340/3757] lr: 2.000e-02, eta: 13:43:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8595, loss: 1.8595 2020-06-25 05:42:33,833 - mmaction - INFO - Epoch [14][360/3757] lr: 2.000e-02, eta: 13:43:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0314, loss: 2.0314 2020-06-25 05:42:39,814 - mmaction - INFO - Epoch [14][380/3757] lr: 2.000e-02, eta: 13:43:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8761, loss: 1.8761 2020-06-25 05:42:45,794 - mmaction - INFO - Epoch [14][400/3757] lr: 2.000e-02, eta: 13:43:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9121, loss: 1.9121 2020-06-25 05:42:51,765 - mmaction - INFO - Epoch [14][420/3757] lr: 2.000e-02, eta: 13:42:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3011, loss: 2.3011 2020-06-25 05:42:57,741 - mmaction - INFO - Epoch [14][440/3757] lr: 2.000e-02, eta: 13:42:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 1.9552, loss: 1.9552 2020-06-25 05:43:03,726 - mmaction - INFO - Epoch [14][460/3757] lr: 2.000e-02, eta: 13:42:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 1.9603, loss: 1.9603 2020-06-25 05:43:09,704 - mmaction - INFO - Epoch [14][480/3757] lr: 2.000e-02, eta: 13:42:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0260, loss: 2.0260 2020-06-25 05:43:15,692 - mmaction - INFO - Epoch [14][500/3757] lr: 2.000e-02, eta: 13:42:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9479, loss: 1.9479 2020-06-25 05:43:21,676 - mmaction - INFO - Epoch [14][520/3757] lr: 2.000e-02, eta: 13:42:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1207, loss: 2.1207 2020-06-25 05:43:27,687 - mmaction - INFO - Epoch [14][540/3757] lr: 2.000e-02, eta: 13:41:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7204, loss: 1.7204 2020-06-25 05:43:33,665 - mmaction - INFO - Epoch [14][560/3757] lr: 2.000e-02, eta: 13:41:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2052, loss: 2.2052 2020-06-25 05:43:39,658 - mmaction - INFO - Epoch [14][580/3757] lr: 2.000e-02, eta: 13:41:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8926, loss: 1.8926 2020-06-25 05:43:45,653 - mmaction - INFO - Epoch [14][600/3757] lr: 2.000e-02, eta: 13:41:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1916, loss: 2.1916 2020-06-25 05:43:51,638 - mmaction - INFO - Epoch [14][620/3757] lr: 2.000e-02, eta: 13:41:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8097, loss: 1.8097 2020-06-25 05:43:57,619 - mmaction - INFO - Epoch [14][640/3757] lr: 2.000e-02, eta: 13:41:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9617, loss: 1.9617 2020-06-25 05:44:03,601 - mmaction - INFO - Epoch [14][660/3757] lr: 2.000e-02, eta: 13:40:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7949, loss: 1.7949 2020-06-25 05:44:09,589 - mmaction - INFO - Epoch [14][680/3757] lr: 2.000e-02, eta: 13:40:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8957, loss: 1.8957 2020-06-25 05:44:15,546 - mmaction - INFO - Epoch [14][700/3757] lr: 2.000e-02, eta: 13:40:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 2.1070, loss: 2.1070 2020-06-25 05:44:21,552 - mmaction - INFO - Epoch [14][720/3757] lr: 2.000e-02, eta: 13:40:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.8701, loss: 1.8701 2020-06-25 05:44:27,521 - mmaction - INFO - Epoch [14][740/3757] lr: 2.000e-02, eta: 13:40:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1291, loss: 2.1291 2020-06-25 05:44:33,513 - mmaction - INFO - Epoch [14][760/3757] lr: 2.000e-02, eta: 13:40:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.7363, loss: 1.7363 2020-06-25 05:44:39,495 - mmaction - INFO - Epoch [14][780/3757] lr: 2.000e-02, eta: 13:39:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.9141, loss: 1.9141 2020-06-25 05:44:45,474 - mmaction - INFO - Epoch [14][800/3757] lr: 2.000e-02, eta: 13:39:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8563, loss: 1.8563 2020-06-25 05:44:51,478 - mmaction - INFO - Epoch [14][820/3757] lr: 2.000e-02, eta: 13:39:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8305, loss: 1.8305 2020-06-25 05:44:57,473 - mmaction - INFO - Epoch [14][840/3757] lr: 2.000e-02, eta: 13:39:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0280, loss: 2.0280 2020-06-25 05:45:03,815 - mmaction - INFO - Epoch [14][860/3757] lr: 2.000e-02, eta: 13:39:10, time: 0.317, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.1256, loss: 2.1256 2020-06-25 05:45:09,775 - mmaction - INFO - Epoch [14][880/3757] lr: 2.000e-02, eta: 13:39:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1860, loss: 2.1860 2020-06-25 05:45:15,728 - mmaction - INFO - Epoch [14][900/3757] lr: 2.000e-02, eta: 13:38:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.3020, loss: 2.3020 2020-06-25 05:45:21,718 - mmaction - INFO - Epoch [14][920/3757] lr: 2.000e-02, eta: 13:38:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 2.0461, loss: 2.0461 2020-06-25 05:45:27,730 - mmaction - INFO - Epoch [14][940/3757] lr: 2.000e-02, eta: 13:38:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6017, loss: 2.6017 2020-06-25 05:45:33,675 - mmaction - INFO - Epoch [14][960/3757] lr: 2.000e-02, eta: 13:38:19, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.9066, loss: 1.9066 2020-06-25 05:45:39,657 - mmaction - INFO - Epoch [14][980/3757] lr: 2.000e-02, eta: 13:38:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9032, loss: 1.9032 2020-06-25 05:45:45,642 - mmaction - INFO - Epoch [14][1000/3757] lr: 2.000e-02, eta: 13:37:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9394, loss: 1.9394 2020-06-25 05:45:51,647 - mmaction - INFO - Epoch [14][1020/3757] lr: 2.000e-02, eta: 13:37:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 2.0277, loss: 2.0277 2020-06-25 05:45:57,627 - mmaction - INFO - Epoch [14][1040/3757] lr: 2.000e-02, eta: 13:37:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8720, loss: 1.8720 2020-06-25 05:46:03,599 - mmaction - INFO - Epoch [14][1060/3757] lr: 2.000e-02, eta: 13:37:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0439, loss: 2.0439 2020-06-25 05:46:09,593 - mmaction - INFO - Epoch [14][1080/3757] lr: 2.000e-02, eta: 13:37:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0138, loss: 2.0138 2020-06-25 05:46:15,562 - mmaction - INFO - Epoch [14][1100/3757] lr: 2.000e-02, eta: 13:37:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1496, loss: 2.1496 2020-06-25 05:46:21,546 - mmaction - INFO - Epoch [14][1120/3757] lr: 2.000e-02, eta: 13:36:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0703, loss: 2.0703 2020-06-25 05:46:27,523 - mmaction - INFO - Epoch [14][1140/3757] lr: 2.000e-02, eta: 13:36:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.3089, loss: 2.3089 2020-06-25 05:46:33,495 - mmaction - INFO - Epoch [14][1160/3757] lr: 2.000e-02, eta: 13:36:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.6875, loss_cls: 2.2395, loss: 2.2395 2020-06-25 05:46:39,469 - mmaction - INFO - Epoch [14][1180/3757] lr: 2.000e-02, eta: 13:36:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9006, loss: 1.9006 2020-06-25 05:46:45,463 - mmaction - INFO - Epoch [14][1200/3757] lr: 2.000e-02, eta: 13:36:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8408, loss: 1.8408 2020-06-25 05:46:51,430 - mmaction - INFO - Epoch [14][1220/3757] lr: 2.000e-02, eta: 13:36:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.8720, loss: 1.8720 2020-06-25 05:46:57,406 - mmaction - INFO - Epoch [14][1240/3757] lr: 2.000e-02, eta: 13:35:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4132, loss: 2.4132 2020-06-25 05:47:05,426 - mmaction - INFO - Epoch [14][1260/3757] lr: 2.000e-02, eta: 13:35:51, time: 0.401, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7625, loss_cls: 2.2166, loss: 2.2166 2020-06-25 05:47:11,404 - mmaction - INFO - Epoch [14][1280/3757] lr: 2.000e-02, eta: 13:35:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0443, loss: 2.0443 2020-06-25 05:47:17,391 - mmaction - INFO - Epoch [14][1300/3757] lr: 2.000e-02, eta: 13:35:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1307, loss: 2.1307 2020-06-25 05:47:23,384 - mmaction - INFO - Epoch [14][1320/3757] lr: 2.000e-02, eta: 13:35:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0306, loss: 2.0306 2020-06-25 05:47:29,368 - mmaction - INFO - Epoch [14][1340/3757] lr: 2.000e-02, eta: 13:35:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.3391, loss: 2.3391 2020-06-25 05:47:35,373 - mmaction - INFO - Epoch [14][1360/3757] lr: 2.000e-02, eta: 13:35:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2550, loss: 2.2550 2020-06-25 05:47:41,371 - mmaction - INFO - Epoch [14][1380/3757] lr: 2.000e-02, eta: 13:34:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.9245, loss: 1.9245 2020-06-25 05:47:47,356 - mmaction - INFO - Epoch [14][1400/3757] lr: 2.000e-02, eta: 13:34:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0723, loss: 2.0723 2020-06-25 05:47:53,379 - mmaction - INFO - Epoch [14][1420/3757] lr: 2.000e-02, eta: 13:34:30, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.1163, loss: 2.1163 2020-06-25 05:47:59,367 - mmaction - INFO - Epoch [14][1440/3757] lr: 2.000e-02, eta: 13:34:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.2421, loss: 2.2421 2020-06-25 05:48:05,409 - mmaction - INFO - Epoch [14][1460/3757] lr: 2.000e-02, eta: 13:34:10, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9787, loss: 1.9787 2020-06-25 05:48:11,380 - mmaction - INFO - Epoch [14][1480/3757] lr: 2.000e-02, eta: 13:33:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.2827, loss: 2.2827 2020-06-25 05:48:17,379 - mmaction - INFO - Epoch [14][1500/3757] lr: 2.000e-02, eta: 13:33:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.6417, loss: 1.6417 2020-06-25 05:48:23,370 - mmaction - INFO - Epoch [14][1520/3757] lr: 2.000e-02, eta: 13:33:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9456, loss: 1.9456 2020-06-25 05:48:29,396 - mmaction - INFO - Epoch [14][1540/3757] lr: 2.000e-02, eta: 13:33:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.2424, loss: 2.2424 2020-06-25 05:48:35,387 - mmaction - INFO - Epoch [14][1560/3757] lr: 2.000e-02, eta: 13:33:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0382, loss: 2.0382 2020-06-25 05:48:41,394 - mmaction - INFO - Epoch [14][1580/3757] lr: 2.000e-02, eta: 13:33:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9181, loss: 1.9181 2020-06-25 05:48:47,371 - mmaction - INFO - Epoch [14][1600/3757] lr: 2.000e-02, eta: 13:32:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0593, loss: 2.0593 2020-06-25 05:48:53,326 - mmaction - INFO - Epoch [14][1620/3757] lr: 2.000e-02, eta: 13:32:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.2594, loss: 2.2594 2020-06-25 05:48:59,324 - mmaction - INFO - Epoch [14][1640/3757] lr: 2.000e-02, eta: 13:32:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.8063, loss_cls: 1.9323, loss: 1.9323 2020-06-25 05:49:05,314 - mmaction - INFO - Epoch [14][1660/3757] lr: 2.000e-02, eta: 13:32:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.0945, loss: 2.0945 2020-06-25 05:49:11,326 - mmaction - INFO - Epoch [14][1680/3757] lr: 2.000e-02, eta: 13:32:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1570, loss: 2.1570 2020-06-25 05:49:17,314 - mmaction - INFO - Epoch [14][1700/3757] lr: 2.000e-02, eta: 13:32:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1071, loss: 2.1071 2020-06-25 05:49:23,298 - mmaction - INFO - Epoch [14][1720/3757] lr: 2.000e-02, eta: 13:31:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1844, loss: 2.1844 2020-06-25 05:49:29,278 - mmaction - INFO - Epoch [14][1740/3757] lr: 2.000e-02, eta: 13:31:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.4520, loss: 2.4520 2020-06-25 05:49:35,256 - mmaction - INFO - Epoch [14][1760/3757] lr: 2.000e-02, eta: 13:31:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9537, loss: 1.9537 2020-06-25 05:49:41,213 - mmaction - INFO - Epoch [14][1780/3757] lr: 2.000e-02, eta: 13:31:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.8668, loss: 1.8668 2020-06-25 05:49:47,168 - mmaction - INFO - Epoch [14][1800/3757] lr: 2.000e-02, eta: 13:31:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1967, loss: 2.1967 2020-06-25 05:49:53,124 - mmaction - INFO - Epoch [14][1820/3757] lr: 2.000e-02, eta: 13:31:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3457, loss: 2.3457 2020-06-25 05:49:59,125 - mmaction - INFO - Epoch [14][1840/3757] lr: 2.000e-02, eta: 13:30:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7298, loss: 1.7298 2020-06-25 05:50:05,398 - mmaction - INFO - Epoch [14][1860/3757] lr: 2.000e-02, eta: 13:30:48, time: 0.314, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9887, loss: 1.9887 2020-06-25 05:50:11,370 - mmaction - INFO - Epoch [14][1880/3757] lr: 2.000e-02, eta: 13:30:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1138, loss: 2.1138 2020-06-25 05:50:17,347 - mmaction - INFO - Epoch [14][1900/3757] lr: 2.000e-02, eta: 13:30:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7800, loss: 1.7800 2020-06-25 05:50:23,329 - mmaction - INFO - Epoch [14][1920/3757] lr: 2.000e-02, eta: 13:30:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.0298, loss: 2.0298 2020-06-25 05:50:29,318 - mmaction - INFO - Epoch [14][1940/3757] lr: 2.000e-02, eta: 13:30:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2569, loss: 2.2569 2020-06-25 05:50:35,315 - mmaction - INFO - Epoch [14][1960/3757] lr: 2.000e-02, eta: 13:29:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1788, loss: 2.1788 2020-06-25 05:50:41,295 - mmaction - INFO - Epoch [14][1980/3757] lr: 2.000e-02, eta: 13:29:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7312, loss_cls: 1.8824, loss: 1.8824 2020-06-25 05:50:47,261 - mmaction - INFO - Epoch [14][2000/3757] lr: 2.000e-02, eta: 13:29:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1584, loss: 2.1584 2020-06-25 05:50:53,227 - mmaction - INFO - Epoch [14][2020/3757] lr: 2.000e-02, eta: 13:29:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.7899, loss: 1.7899 2020-06-25 05:50:59,242 - mmaction - INFO - Epoch [14][2040/3757] lr: 2.000e-02, eta: 13:29:17, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.3436, loss: 2.3436 2020-06-25 05:51:05,225 - mmaction - INFO - Epoch [14][2060/3757] lr: 2.000e-02, eta: 13:29:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7750, loss_cls: 2.2039, loss: 2.2039 2020-06-25 05:51:11,229 - mmaction - INFO - Epoch [14][2080/3757] lr: 2.000e-02, eta: 13:28:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.8392, loss: 1.8392 2020-06-25 05:51:17,190 - mmaction - INFO - Epoch [14][2100/3757] lr: 2.000e-02, eta: 13:28:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8187, loss_cls: 1.9545, loss: 1.9545 2020-06-25 05:51:23,189 - mmaction - INFO - Epoch [14][2120/3757] lr: 2.000e-02, eta: 13:28:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0675, loss: 2.0675 2020-06-25 05:51:29,167 - mmaction - INFO - Epoch [14][2140/3757] lr: 2.000e-02, eta: 13:28:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7443, loss: 1.7443 2020-06-25 05:51:35,131 - mmaction - INFO - Epoch [14][2160/3757] lr: 2.000e-02, eta: 13:28:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2122, loss: 2.2122 2020-06-25 05:51:41,120 - mmaction - INFO - Epoch [14][2180/3757] lr: 2.000e-02, eta: 13:28:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7312, loss_cls: 2.0355, loss: 2.0355 2020-06-25 05:51:47,131 - mmaction - INFO - Epoch [14][2200/3757] lr: 2.000e-02, eta: 13:27:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9876, loss: 1.9876 2020-06-25 05:51:53,104 - mmaction - INFO - Epoch [14][2220/3757] lr: 2.000e-02, eta: 13:27:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9483, loss: 1.9483 2020-06-25 05:51:59,104 - mmaction - INFO - Epoch [14][2240/3757] lr: 2.000e-02, eta: 13:27:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.0905, loss: 2.0905 2020-06-25 05:52:05,076 - mmaction - INFO - Epoch [14][2260/3757] lr: 2.000e-02, eta: 13:27:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2339, loss: 2.2339 2020-06-25 05:52:11,079 - mmaction - INFO - Epoch [14][2280/3757] lr: 2.000e-02, eta: 13:27:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.7280, loss: 1.7280 2020-06-25 05:52:17,076 - mmaction - INFO - Epoch [14][2300/3757] lr: 2.000e-02, eta: 13:27:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6408, loss: 1.6408 2020-06-25 05:52:23,031 - mmaction - INFO - Epoch [14][2320/3757] lr: 2.000e-02, eta: 13:26:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.2480, loss: 2.2480 2020-06-25 05:52:29,016 - mmaction - INFO - Epoch [14][2340/3757] lr: 2.000e-02, eta: 13:26:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1759, loss: 2.1759 2020-06-25 05:52:35,013 - mmaction - INFO - Epoch [14][2360/3757] lr: 2.000e-02, eta: 13:26:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1756, loss: 2.1756 2020-06-25 05:52:41,015 - mmaction - INFO - Epoch [14][2380/3757] lr: 2.000e-02, eta: 13:26:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0254, loss: 2.0254 2020-06-25 05:52:47,018 - mmaction - INFO - Epoch [14][2400/3757] lr: 2.000e-02, eta: 13:26:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.0983, loss: 2.0983 2020-06-25 05:52:53,012 - mmaction - INFO - Epoch [14][2420/3757] lr: 2.000e-02, eta: 13:26:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.3937, top5_acc: 0.7250, loss_cls: 2.4815, loss: 2.4815 2020-06-25 05:52:58,975 - mmaction - INFO - Epoch [14][2440/3757] lr: 2.000e-02, eta: 13:25:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9949, loss: 1.9949 2020-06-25 05:53:04,917 - mmaction - INFO - Epoch [14][2460/3757] lr: 2.000e-02, eta: 13:25:46, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.8753, loss: 1.8753 2020-06-25 05:53:10,897 - mmaction - INFO - Epoch [14][2480/3757] lr: 2.000e-02, eta: 13:25:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0469, loss: 2.0469 2020-06-25 05:53:16,874 - mmaction - INFO - Epoch [14][2500/3757] lr: 2.000e-02, eta: 13:25:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 2.0502, loss: 2.0502 2020-06-25 05:53:22,869 - mmaction - INFO - Epoch [14][2520/3757] lr: 2.000e-02, eta: 13:25:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.3751, loss: 2.3751 2020-06-25 05:53:28,862 - mmaction - INFO - Epoch [14][2540/3757] lr: 2.000e-02, eta: 13:25:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1452, loss: 2.1452 2020-06-25 05:53:34,886 - mmaction - INFO - Epoch [14][2560/3757] lr: 2.000e-02, eta: 13:24:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0375, loss: 2.0375 2020-06-25 05:53:40,874 - mmaction - INFO - Epoch [14][2580/3757] lr: 2.000e-02, eta: 13:24:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8649, loss: 1.8649 2020-06-25 05:53:46,852 - mmaction - INFO - Epoch [14][2600/3757] lr: 2.000e-02, eta: 13:24:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1238, loss: 2.1238 2020-06-25 05:53:52,847 - mmaction - INFO - Epoch [14][2620/3757] lr: 2.000e-02, eta: 13:24:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7063, loss_cls: 2.1173, loss: 2.1173 2020-06-25 05:53:58,836 - mmaction - INFO - Epoch [14][2640/3757] lr: 2.000e-02, eta: 13:24:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1320, loss: 2.1320 2020-06-25 05:54:04,839 - mmaction - INFO - Epoch [14][2660/3757] lr: 2.000e-02, eta: 13:24:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0370, loss: 2.0370 2020-06-25 05:54:10,823 - mmaction - INFO - Epoch [14][2680/3757] lr: 2.000e-02, eta: 13:23:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7167, loss: 1.7167 2020-06-25 05:54:16,799 - mmaction - INFO - Epoch [14][2700/3757] lr: 2.000e-02, eta: 13:23:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.9815, loss: 1.9815 2020-06-25 05:54:22,801 - mmaction - INFO - Epoch [14][2720/3757] lr: 2.000e-02, eta: 13:23:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0722, loss: 2.0722 2020-06-25 05:54:28,798 - mmaction - INFO - Epoch [14][2740/3757] lr: 2.000e-02, eta: 13:23:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7211, loss: 1.7211 2020-06-25 05:54:34,773 - mmaction - INFO - Epoch [14][2760/3757] lr: 2.000e-02, eta: 13:23:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9981, loss: 1.9981 2020-06-25 05:54:40,744 - mmaction - INFO - Epoch [14][2780/3757] lr: 2.000e-02, eta: 13:23:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.7547, loss: 1.7547 2020-06-25 05:54:46,712 - mmaction - INFO - Epoch [14][2800/3757] lr: 2.000e-02, eta: 13:22:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1120, loss: 2.1120 2020-06-25 05:54:52,694 - mmaction - INFO - Epoch [14][2820/3757] lr: 2.000e-02, eta: 13:22:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2946, loss: 2.2946 2020-06-25 05:54:58,679 - mmaction - INFO - Epoch [14][2840/3757] lr: 2.000e-02, eta: 13:22:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.3287, loss: 2.3287 2020-06-25 05:55:04,637 - mmaction - INFO - Epoch [14][2860/3757] lr: 2.000e-02, eta: 13:22:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1084, loss: 2.1084 2020-06-25 05:55:10,644 - mmaction - INFO - Epoch [14][2880/3757] lr: 2.000e-02, eta: 13:22:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0402, loss: 2.0402 2020-06-25 05:55:16,679 - mmaction - INFO - Epoch [14][2900/3757] lr: 2.000e-02, eta: 13:22:07, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8935, loss: 1.8935 2020-06-25 05:55:22,678 - mmaction - INFO - Epoch [14][2920/3757] lr: 2.000e-02, eta: 13:21:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4250, top5_acc: 0.7375, loss_cls: 2.3571, loss: 2.3571 2020-06-25 05:55:28,661 - mmaction - INFO - Epoch [14][2940/3757] lr: 2.000e-02, eta: 13:21:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 2.0143, loss: 2.0143 2020-06-25 05:55:34,648 - mmaction - INFO - Epoch [14][2960/3757] lr: 2.000e-02, eta: 13:21:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.1718, loss: 2.1718 2020-06-25 05:55:40,664 - mmaction - INFO - Epoch [14][2980/3757] lr: 2.000e-02, eta: 13:21:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 2.0008, loss: 2.0008 2020-06-25 05:55:46,625 - mmaction - INFO - Epoch [14][3000/3757] lr: 2.000e-02, eta: 13:21:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 2.0751, loss: 2.0751 2020-06-25 05:55:52,604 - mmaction - INFO - Epoch [14][3020/3757] lr: 2.000e-02, eta: 13:21:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3175, loss: 2.3175 2020-06-25 05:55:58,577 - mmaction - INFO - Epoch [14][3040/3757] lr: 2.000e-02, eta: 13:20:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0932, loss: 2.0932 2020-06-25 05:56:04,536 - mmaction - INFO - Epoch [14][3060/3757] lr: 2.000e-02, eta: 13:20:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.8270, loss: 1.8270 2020-06-25 05:56:10,511 - mmaction - INFO - Epoch [14][3080/3757] lr: 2.000e-02, eta: 13:20:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9849, loss: 1.9849 2020-06-25 05:56:16,506 - mmaction - INFO - Epoch [14][3100/3757] lr: 2.000e-02, eta: 13:20:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.1300, loss: 2.1300 2020-06-25 05:56:22,504 - mmaction - INFO - Epoch [14][3120/3757] lr: 2.000e-02, eta: 13:20:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 1.9943, loss: 1.9943 2020-06-25 05:56:28,506 - mmaction - INFO - Epoch [14][3140/3757] lr: 2.000e-02, eta: 13:20:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0007, loss: 2.0007 2020-06-25 05:56:34,496 - mmaction - INFO - Epoch [14][3160/3757] lr: 2.000e-02, eta: 13:19:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1295, loss: 2.1295 2020-06-25 05:56:40,495 - mmaction - INFO - Epoch [14][3180/3757] lr: 2.000e-02, eta: 13:19:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0716, loss: 2.0716 2020-06-25 05:56:46,472 - mmaction - INFO - Epoch [14][3200/3757] lr: 2.000e-02, eta: 13:19:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.0616, loss: 2.0616 2020-06-25 05:56:52,461 - mmaction - INFO - Epoch [14][3220/3757] lr: 2.000e-02, eta: 13:19:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0123, loss: 2.0123 2020-06-25 05:56:58,434 - mmaction - INFO - Epoch [14][3240/3757] lr: 2.000e-02, eta: 13:19:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0374, loss: 2.0374 2020-06-25 05:57:04,431 - mmaction - INFO - Epoch [14][3260/3757] lr: 2.000e-02, eta: 13:19:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3636, loss: 2.3636 2020-06-25 05:57:10,379 - mmaction - INFO - Epoch [14][3280/3757] lr: 2.000e-02, eta: 13:18:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4000, top5_acc: 0.7125, loss_cls: 2.3975, loss: 2.3975 2020-06-25 05:57:16,377 - mmaction - INFO - Epoch [14][3300/3757] lr: 2.000e-02, eta: 13:18:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9947, loss: 1.9947 2020-06-25 05:57:22,350 - mmaction - INFO - Epoch [14][3320/3757] lr: 2.000e-02, eta: 13:18:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9298, loss: 1.9298 2020-06-25 05:57:28,372 - mmaction - INFO - Epoch [14][3340/3757] lr: 2.000e-02, eta: 13:18:30, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9112, loss: 1.9112 2020-06-25 05:57:34,357 - mmaction - INFO - Epoch [14][3360/3757] lr: 2.000e-02, eta: 13:18:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0587, loss: 2.0587 2020-06-25 05:57:40,352 - mmaction - INFO - Epoch [14][3380/3757] lr: 2.000e-02, eta: 13:18:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0827, loss: 2.0827 2020-06-25 05:57:46,357 - mmaction - INFO - Epoch [14][3400/3757] lr: 2.000e-02, eta: 13:18:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 1.9352, loss: 1.9352 2020-06-25 05:57:52,346 - mmaction - INFO - Epoch [14][3420/3757] lr: 2.000e-02, eta: 13:17:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.7864, loss: 1.7864 2020-06-25 05:57:58,310 - mmaction - INFO - Epoch [14][3440/3757] lr: 2.000e-02, eta: 13:17:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2724, loss: 2.2724 2020-06-25 05:58:04,305 - mmaction - INFO - Epoch [14][3460/3757] lr: 2.000e-02, eta: 13:17:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0134, loss: 2.0134 2020-06-25 05:58:10,288 - mmaction - INFO - Epoch [14][3480/3757] lr: 2.000e-02, eta: 13:17:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1816, loss: 2.1816 2020-06-25 05:58:16,288 - mmaction - INFO - Epoch [14][3500/3757] lr: 2.000e-02, eta: 13:17:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1946, loss: 2.1946 2020-06-25 05:58:22,273 - mmaction - INFO - Epoch [14][3520/3757] lr: 2.000e-02, eta: 13:17:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.8187, loss_cls: 1.9297, loss: 1.9297 2020-06-25 05:58:28,252 - mmaction - INFO - Epoch [14][3540/3757] lr: 2.000e-02, eta: 13:16:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7063, loss_cls: 2.2731, loss: 2.2731 2020-06-25 05:58:34,236 - mmaction - INFO - Epoch [14][3560/3757] lr: 2.000e-02, eta: 13:16:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7705, loss: 1.7705 2020-06-25 05:58:40,206 - mmaction - INFO - Epoch [14][3580/3757] lr: 2.000e-02, eta: 13:16:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0602, loss: 2.0602 2020-06-25 05:58:46,166 - mmaction - INFO - Epoch [14][3600/3757] lr: 2.000e-02, eta: 13:16:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.4495, loss: 2.4495 2020-06-25 05:58:52,156 - mmaction - INFO - Epoch [14][3620/3757] lr: 2.000e-02, eta: 13:16:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1101, loss: 2.1101 2020-06-25 05:58:58,132 - mmaction - INFO - Epoch [14][3640/3757] lr: 2.000e-02, eta: 13:16:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0807, loss: 2.0807 2020-06-25 05:59:04,089 - mmaction - INFO - Epoch [14][3660/3757] lr: 2.000e-02, eta: 13:15:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8911, loss: 1.8911 2020-06-25 05:59:10,070 - mmaction - INFO - Epoch [14][3680/3757] lr: 2.000e-02, eta: 13:15:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2308, loss: 2.2308 2020-06-25 05:59:16,036 - mmaction - INFO - Epoch [14][3700/3757] lr: 2.000e-02, eta: 13:15:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7562, loss_cls: 2.1989, loss: 2.1989 2020-06-25 05:59:22,019 - mmaction - INFO - Epoch [14][3720/3757] lr: 2.000e-02, eta: 13:15:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1754, loss: 2.1754 2020-06-25 05:59:28,021 - mmaction - INFO - Epoch [14][3740/3757] lr: 2.000e-02, eta: 13:15:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0084, loss: 2.0084 2020-06-25 06:02:36,613 - mmaction - INFO - Epoch [15][20/3757] lr: 2.000e-02, eta: 13:22:02, time: 8.873, data_time: 8.459, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.0259, loss: 2.0259 2020-06-25 06:02:42,638 - mmaction - INFO - Epoch [15][40/3757] lr: 2.000e-02, eta: 13:21:52, time: 0.301, data_time: 0.003, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9686, loss: 1.9686 2020-06-25 06:02:48,628 - mmaction - INFO - Epoch [15][60/3757] lr: 2.000e-02, eta: 13:21:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0151, loss: 2.0151 2020-06-25 06:02:54,609 - mmaction - INFO - Epoch [15][80/3757] lr: 2.000e-02, eta: 13:21:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.8199, loss: 1.8199 2020-06-25 06:03:00,607 - mmaction - INFO - Epoch [15][100/3757] lr: 2.000e-02, eta: 13:21:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1210, loss: 2.1210 2020-06-25 06:03:06,610 - mmaction - INFO - Epoch [15][120/3757] lr: 2.000e-02, eta: 13:21:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.2082, loss: 2.2082 2020-06-25 06:03:12,577 - mmaction - INFO - Epoch [15][140/3757] lr: 2.000e-02, eta: 13:21:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1733, loss: 2.1733 2020-06-25 06:03:18,553 - mmaction - INFO - Epoch [15][160/3757] lr: 2.000e-02, eta: 13:20:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.7809, loss: 1.7809 2020-06-25 06:03:24,531 - mmaction - INFO - Epoch [15][180/3757] lr: 2.000e-02, eta: 13:20:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7085, loss: 1.7085 2020-06-25 06:03:30,503 - mmaction - INFO - Epoch [15][200/3757] lr: 2.000e-02, eta: 13:20:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8976, loss: 1.8976 2020-06-25 06:03:36,482 - mmaction - INFO - Epoch [15][220/3757] lr: 2.000e-02, eta: 13:20:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 1.9357, loss: 1.9357 2020-06-25 06:03:42,505 - mmaction - INFO - Epoch [15][240/3757] lr: 2.000e-02, eta: 13:20:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.0836, loss: 2.0836 2020-06-25 06:03:48,481 - mmaction - INFO - Epoch [15][260/3757] lr: 2.000e-02, eta: 13:20:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.8023, loss: 1.8023 2020-06-25 06:03:54,488 - mmaction - INFO - Epoch [15][280/3757] lr: 2.000e-02, eta: 13:19:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 1.9858, loss: 1.9858 2020-06-25 06:04:00,467 - mmaction - INFO - Epoch [15][300/3757] lr: 2.000e-02, eta: 13:19:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.0008, loss: 2.0008 2020-06-25 06:04:06,463 - mmaction - INFO - Epoch [15][320/3757] lr: 2.000e-02, eta: 13:19:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8313, loss_cls: 1.7279, loss: 1.7279 2020-06-25 06:04:12,479 - mmaction - INFO - Epoch [15][340/3757] lr: 2.000e-02, eta: 13:19:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9330, loss: 1.9330 2020-06-25 06:04:18,494 - mmaction - INFO - Epoch [15][360/3757] lr: 2.000e-02, eta: 13:19:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.7832, loss: 1.7832 2020-06-25 06:04:24,472 - mmaction - INFO - Epoch [15][380/3757] lr: 2.000e-02, eta: 13:19:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6918, loss: 1.6918 2020-06-25 06:04:30,446 - mmaction - INFO - Epoch [15][400/3757] lr: 2.000e-02, eta: 13:18:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0801, loss: 2.0801 2020-06-25 06:04:36,421 - mmaction - INFO - Epoch [15][420/3757] lr: 2.000e-02, eta: 13:18:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9914, loss: 1.9914 2020-06-25 06:04:42,393 - mmaction - INFO - Epoch [15][440/3757] lr: 2.000e-02, eta: 13:18:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0788, loss: 2.0788 2020-06-25 06:04:48,361 - mmaction - INFO - Epoch [15][460/3757] lr: 2.000e-02, eta: 13:18:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1696, loss: 2.1696 2020-06-25 06:04:54,341 - mmaction - INFO - Epoch [15][480/3757] lr: 2.000e-02, eta: 13:18:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9363, loss: 1.9363 2020-06-25 06:05:00,318 - mmaction - INFO - Epoch [15][500/3757] lr: 2.000e-02, eta: 13:18:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1072, loss: 2.1072 2020-06-25 06:05:06,719 - mmaction - INFO - Epoch [15][520/3757] lr: 2.000e-02, eta: 13:17:54, time: 0.320, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.0688, loss: 2.0688 2020-06-25 06:05:12,690 - mmaction - INFO - Epoch [15][540/3757] lr: 2.000e-02, eta: 13:17:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8412, loss: 1.8412 2020-06-25 06:05:18,668 - mmaction - INFO - Epoch [15][560/3757] lr: 2.000e-02, eta: 13:17:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9254, loss: 1.9254 2020-06-25 06:05:24,643 - mmaction - INFO - Epoch [15][580/3757] lr: 2.000e-02, eta: 13:17:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2046, loss: 2.2046 2020-06-25 06:05:30,602 - mmaction - INFO - Epoch [15][600/3757] lr: 2.000e-02, eta: 13:17:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.1070, loss: 2.1070 2020-06-25 06:05:36,578 - mmaction - INFO - Epoch [15][620/3757] lr: 2.000e-02, eta: 13:17:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.7568, loss: 1.7568 2020-06-25 06:05:42,553 - mmaction - INFO - Epoch [15][640/3757] lr: 2.000e-02, eta: 13:16:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1596, loss: 2.1596 2020-06-25 06:05:48,555 - mmaction - INFO - Epoch [15][660/3757] lr: 2.000e-02, eta: 13:16:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9183, loss: 1.9183 2020-06-25 06:05:54,535 - mmaction - INFO - Epoch [15][680/3757] lr: 2.000e-02, eta: 13:16:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.2007, loss: 2.2007 2020-06-25 06:06:00,526 - mmaction - INFO - Epoch [15][700/3757] lr: 2.000e-02, eta: 13:16:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7978, loss: 1.7978 2020-06-25 06:06:06,496 - mmaction - INFO - Epoch [15][720/3757] lr: 2.000e-02, eta: 13:16:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8125, loss_cls: 1.9713, loss: 1.9713 2020-06-25 06:06:12,459 - mmaction - INFO - Epoch [15][740/3757] lr: 2.000e-02, eta: 13:16:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.9043, loss: 1.9043 2020-06-25 06:06:18,432 - mmaction - INFO - Epoch [15][760/3757] lr: 2.000e-02, eta: 13:15:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.1268, loss: 2.1268 2020-06-25 06:06:24,423 - mmaction - INFO - Epoch [15][780/3757] lr: 2.000e-02, eta: 13:15:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.7937, loss_cls: 1.8155, loss: 1.8155 2020-06-25 06:06:30,419 - mmaction - INFO - Epoch [15][800/3757] lr: 2.000e-02, eta: 13:15:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9207, loss: 1.9207 2020-06-25 06:06:36,399 - mmaction - INFO - Epoch [15][820/3757] lr: 2.000e-02, eta: 13:15:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7136, loss: 1.7136 2020-06-25 06:06:42,398 - mmaction - INFO - Epoch [15][840/3757] lr: 2.000e-02, eta: 13:15:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3297, loss: 2.3297 2020-06-25 06:06:48,355 - mmaction - INFO - Epoch [15][860/3757] lr: 2.000e-02, eta: 13:15:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1939, loss: 2.1939 2020-06-25 06:06:54,328 - mmaction - INFO - Epoch [15][880/3757] lr: 2.000e-02, eta: 13:14:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0107, loss: 2.0107 2020-06-25 06:07:00,300 - mmaction - INFO - Epoch [15][900/3757] lr: 2.000e-02, eta: 13:14:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0121, loss: 2.0121 2020-06-25 06:07:06,279 - mmaction - INFO - Epoch [15][920/3757] lr: 2.000e-02, eta: 13:14:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0060, loss: 2.0060 2020-06-25 06:07:12,236 - mmaction - INFO - Epoch [15][940/3757] lr: 2.000e-02, eta: 13:14:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3482, loss: 2.3482 2020-06-25 06:07:18,219 - mmaction - INFO - Epoch [15][960/3757] lr: 2.000e-02, eta: 13:14:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9724, loss: 1.9724 2020-06-25 06:07:24,220 - mmaction - INFO - Epoch [15][980/3757] lr: 2.000e-02, eta: 13:14:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.6555, loss: 1.6555 2020-06-25 06:07:30,212 - mmaction - INFO - Epoch [15][1000/3757] lr: 2.000e-02, eta: 13:13:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9251, loss: 1.9251 2020-06-25 06:07:36,163 - mmaction - INFO - Epoch [15][1020/3757] lr: 2.000e-02, eta: 13:13:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0762, loss: 2.0762 2020-06-25 06:07:42,136 - mmaction - INFO - Epoch [15][1040/3757] lr: 2.000e-02, eta: 13:13:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1177, loss: 2.1177 2020-06-25 06:07:48,112 - mmaction - INFO - Epoch [15][1060/3757] lr: 2.000e-02, eta: 13:13:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9553, loss: 1.9553 2020-06-25 06:07:54,102 - mmaction - INFO - Epoch [15][1080/3757] lr: 2.000e-02, eta: 13:13:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.7830, loss: 1.7830 2020-06-25 06:08:00,088 - mmaction - INFO - Epoch [15][1100/3757] lr: 2.000e-02, eta: 13:13:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4357, loss: 2.4357 2020-06-25 06:08:06,061 - mmaction - INFO - Epoch [15][1120/3757] lr: 2.000e-02, eta: 13:12:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9824, loss: 1.9824 2020-06-25 06:08:12,080 - mmaction - INFO - Epoch [15][1140/3757] lr: 2.000e-02, eta: 13:12:46, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.8272, loss: 1.8272 2020-06-25 06:08:18,072 - mmaction - INFO - Epoch [15][1160/3757] lr: 2.000e-02, eta: 13:12:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1169, loss: 2.1169 2020-06-25 06:08:24,080 - mmaction - INFO - Epoch [15][1180/3757] lr: 2.000e-02, eta: 13:12:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0092, loss: 2.0092 2020-06-25 06:08:30,063 - mmaction - INFO - Epoch [15][1200/3757] lr: 2.000e-02, eta: 13:12:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0920, loss: 2.0920 2020-06-25 06:08:36,044 - mmaction - INFO - Epoch [15][1220/3757] lr: 2.000e-02, eta: 13:12:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0960, loss: 2.0960 2020-06-25 06:08:42,026 - mmaction - INFO - Epoch [15][1240/3757] lr: 2.000e-02, eta: 13:11:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0575, loss: 2.0575 2020-06-25 06:08:48,846 - mmaction - INFO - Epoch [15][1260/3757] lr: 2.000e-02, eta: 13:11:49, time: 0.341, data_time: 0.002, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.2130, loss: 2.2130 2020-06-25 06:08:54,856 - mmaction - INFO - Epoch [15][1280/3757] lr: 2.000e-02, eta: 13:11:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7812, loss_cls: 2.1557, loss: 2.1557 2020-06-25 06:09:00,853 - mmaction - INFO - Epoch [15][1300/3757] lr: 2.000e-02, eta: 13:11:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.3076, loss: 2.3076 2020-06-25 06:09:06,857 - mmaction - INFO - Epoch [15][1320/3757] lr: 2.000e-02, eta: 13:11:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9307, loss: 1.9307 2020-06-25 06:09:12,837 - mmaction - INFO - Epoch [15][1340/3757] lr: 2.000e-02, eta: 13:11:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7375, loss_cls: 1.8870, loss: 1.8870 2020-06-25 06:09:18,843 - mmaction - INFO - Epoch [15][1360/3757] lr: 2.000e-02, eta: 13:11:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0412, loss: 2.0412 2020-06-25 06:09:24,829 - mmaction - INFO - Epoch [15][1380/3757] lr: 2.000e-02, eta: 13:10:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0523, loss: 2.0523 2020-06-25 06:09:30,798 - mmaction - INFO - Epoch [15][1400/3757] lr: 2.000e-02, eta: 13:10:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7966, loss: 1.7966 2020-06-25 06:09:36,761 - mmaction - INFO - Epoch [15][1420/3757] lr: 2.000e-02, eta: 13:10:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.1936, loss: 2.1936 2020-06-25 06:09:42,739 - mmaction - INFO - Epoch [15][1440/3757] lr: 2.000e-02, eta: 13:10:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1110, loss: 2.1110 2020-06-25 06:09:48,702 - mmaction - INFO - Epoch [15][1460/3757] lr: 2.000e-02, eta: 13:10:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0306, loss: 2.0306 2020-06-25 06:09:54,688 - mmaction - INFO - Epoch [15][1480/3757] lr: 2.000e-02, eta: 13:10:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0009, loss: 2.0009 2020-06-25 06:10:00,706 - mmaction - INFO - Epoch [15][1500/3757] lr: 2.000e-02, eta: 13:09:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0513, loss: 2.0513 2020-06-25 06:10:06,758 - mmaction - INFO - Epoch [15][1520/3757] lr: 2.000e-02, eta: 13:09:42, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9023, loss: 1.9023 2020-06-25 06:10:12,745 - mmaction - INFO - Epoch [15][1540/3757] lr: 2.000e-02, eta: 13:09:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1995, loss: 2.1995 2020-06-25 06:10:18,724 - mmaction - INFO - Epoch [15][1560/3757] lr: 2.000e-02, eta: 13:09:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7278, loss: 1.7278 2020-06-25 06:10:24,718 - mmaction - INFO - Epoch [15][1580/3757] lr: 2.000e-02, eta: 13:09:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.2983, loss: 2.2983 2020-06-25 06:10:30,722 - mmaction - INFO - Epoch [15][1600/3757] lr: 2.000e-02, eta: 13:09:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9377, loss: 1.9377 2020-06-25 06:10:36,692 - mmaction - INFO - Epoch [15][1620/3757] lr: 2.000e-02, eta: 13:08:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2359, loss: 2.2359 2020-06-25 06:10:42,678 - mmaction - INFO - Epoch [15][1640/3757] lr: 2.000e-02, eta: 13:08:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9486, loss: 1.9486 2020-06-25 06:10:48,684 - mmaction - INFO - Epoch [15][1660/3757] lr: 2.000e-02, eta: 13:08:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.0476, loss: 2.0476 2020-06-25 06:10:54,671 - mmaction - INFO - Epoch [15][1680/3757] lr: 2.000e-02, eta: 13:08:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2657, loss: 2.2657 2020-06-25 06:11:01,263 - mmaction - INFO - Epoch [15][1700/3757] lr: 2.000e-02, eta: 13:08:15, time: 0.329, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 2.0223, loss: 2.0223 2020-06-25 06:11:07,725 - mmaction - INFO - Epoch [15][1720/3757] lr: 2.000e-02, eta: 13:08:07, time: 0.323, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1428, loss: 2.1428 2020-06-25 06:11:13,729 - mmaction - INFO - Epoch [15][1740/3757] lr: 2.000e-02, eta: 13:07:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8313, loss_cls: 1.7380, loss: 1.7380 2020-06-25 06:11:20,252 - mmaction - INFO - Epoch [15][1760/3757] lr: 2.000e-02, eta: 13:07:48, time: 0.326, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.1351, loss: 2.1351 2020-06-25 06:11:26,635 - mmaction - INFO - Epoch [15][1780/3757] lr: 2.000e-02, eta: 13:07:40, time: 0.319, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.7250, loss: 1.7250 2020-06-25 06:11:32,644 - mmaction - INFO - Epoch [15][1800/3757] lr: 2.000e-02, eta: 13:07:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0074, loss: 2.0074 2020-06-25 06:11:38,653 - mmaction - INFO - Epoch [15][1820/3757] lr: 2.000e-02, eta: 13:07:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7250, loss_cls: 2.0701, loss: 2.0701 2020-06-25 06:11:44,680 - mmaction - INFO - Epoch [15][1840/3757] lr: 2.000e-02, eta: 13:07:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.6931, loss: 1.6931 2020-06-25 06:11:50,654 - mmaction - INFO - Epoch [15][1860/3757] lr: 2.000e-02, eta: 13:07:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.1841, loss: 2.1841 2020-06-25 06:11:56,644 - mmaction - INFO - Epoch [15][1880/3757] lr: 2.000e-02, eta: 13:06:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7073, loss: 1.7073 2020-06-25 06:12:02,623 - mmaction - INFO - Epoch [15][1900/3757] lr: 2.000e-02, eta: 13:06:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8500, loss_cls: 1.6447, loss: 1.6447 2020-06-25 06:12:08,643 - mmaction - INFO - Epoch [15][1920/3757] lr: 2.000e-02, eta: 13:06:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0028, loss: 2.0028 2020-06-25 06:12:14,637 - mmaction - INFO - Epoch [15][1940/3757] lr: 2.000e-02, eta: 13:06:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0023, loss: 2.0023 2020-06-25 06:12:20,637 - mmaction - INFO - Epoch [15][1960/3757] lr: 2.000e-02, eta: 13:06:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0335, loss: 2.0335 2020-06-25 06:12:26,624 - mmaction - INFO - Epoch [15][1980/3757] lr: 2.000e-02, eta: 13:06:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7085, loss: 1.7085 2020-06-25 06:12:32,608 - mmaction - INFO - Epoch [15][2000/3757] lr: 2.000e-02, eta: 13:05:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9677, loss: 1.9677 2020-06-25 06:12:38,605 - mmaction - INFO - Epoch [15][2020/3757] lr: 2.000e-02, eta: 13:05:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2183, loss: 2.2183 2020-06-25 06:12:44,591 - mmaction - INFO - Epoch [15][2040/3757] lr: 2.000e-02, eta: 13:05:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.1952, loss: 2.1952 2020-06-25 06:12:50,594 - mmaction - INFO - Epoch [15][2060/3757] lr: 2.000e-02, eta: 13:05:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9740, loss: 1.9740 2020-06-25 06:12:56,575 - mmaction - INFO - Epoch [15][2080/3757] lr: 2.000e-02, eta: 13:05:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8261, loss: 1.8261 2020-06-25 06:13:03,310 - mmaction - INFO - Epoch [15][2100/3757] lr: 2.000e-02, eta: 13:05:06, time: 0.336, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1695, loss: 2.1695 2020-06-25 06:13:09,313 - mmaction - INFO - Epoch [15][2120/3757] lr: 2.000e-02, eta: 13:04:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7410, loss: 1.7410 2020-06-25 06:13:15,288 - mmaction - INFO - Epoch [15][2140/3757] lr: 2.000e-02, eta: 13:04:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2197, loss: 2.2197 2020-06-25 06:13:21,270 - mmaction - INFO - Epoch [15][2160/3757] lr: 2.000e-02, eta: 13:04:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.9485, loss: 1.9485 2020-06-25 06:13:27,259 - mmaction - INFO - Epoch [15][2180/3757] lr: 2.000e-02, eta: 13:04:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.7272, loss: 1.7272 2020-06-25 06:13:33,265 - mmaction - INFO - Epoch [15][2200/3757] lr: 2.000e-02, eta: 13:04:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2212, loss: 2.2212 2020-06-25 06:13:39,246 - mmaction - INFO - Epoch [15][2220/3757] lr: 2.000e-02, eta: 13:04:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8515, loss: 1.8515 2020-06-25 06:13:45,236 - mmaction - INFO - Epoch [15][2240/3757] lr: 2.000e-02, eta: 13:03:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.6875, loss_cls: 2.2572, loss: 2.2572 2020-06-25 06:13:51,240 - mmaction - INFO - Epoch [15][2260/3757] lr: 2.000e-02, eta: 13:03:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1860, loss: 2.1860 2020-06-25 06:13:57,248 - mmaction - INFO - Epoch [15][2280/3757] lr: 2.000e-02, eta: 13:03:39, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0455, loss: 2.0455 2020-06-25 06:14:03,240 - mmaction - INFO - Epoch [15][2300/3757] lr: 2.000e-02, eta: 13:03:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2063, loss: 2.2063 2020-06-25 06:14:09,238 - mmaction - INFO - Epoch [15][2320/3757] lr: 2.000e-02, eta: 13:03:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2588, loss: 2.2588 2020-06-25 06:14:15,246 - mmaction - INFO - Epoch [15][2340/3757] lr: 2.000e-02, eta: 13:03:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.2092, loss: 2.2092 2020-06-25 06:14:21,255 - mmaction - INFO - Epoch [15][2360/3757] lr: 2.000e-02, eta: 13:03:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0320, loss: 2.0320 2020-06-25 06:14:27,241 - mmaction - INFO - Epoch [15][2380/3757] lr: 2.000e-02, eta: 13:02:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.8991, loss: 1.8991 2020-06-25 06:14:33,240 - mmaction - INFO - Epoch [15][2400/3757] lr: 2.000e-02, eta: 13:02:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9029, loss: 1.9029 2020-06-25 06:14:39,229 - mmaction - INFO - Epoch [15][2420/3757] lr: 2.000e-02, eta: 13:02:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8532, loss: 1.8532 2020-06-25 06:14:45,242 - mmaction - INFO - Epoch [15][2440/3757] lr: 2.000e-02, eta: 13:02:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1960, loss: 2.1960 2020-06-25 06:14:51,244 - mmaction - INFO - Epoch [15][2460/3757] lr: 2.000e-02, eta: 13:02:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9896, loss: 1.9896 2020-06-25 06:14:57,221 - mmaction - INFO - Epoch [15][2480/3757] lr: 2.000e-02, eta: 13:02:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1076, loss: 2.1076 2020-06-25 06:15:03,207 - mmaction - INFO - Epoch [15][2500/3757] lr: 2.000e-02, eta: 13:01:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2218, loss: 2.2218 2020-06-25 06:15:09,204 - mmaction - INFO - Epoch [15][2520/3757] lr: 2.000e-02, eta: 13:01:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8668, loss: 1.8668 2020-06-25 06:15:15,184 - mmaction - INFO - Epoch [15][2540/3757] lr: 2.000e-02, eta: 13:01:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0592, loss: 2.0592 2020-06-25 06:15:21,177 - mmaction - INFO - Epoch [15][2560/3757] lr: 2.000e-02, eta: 13:01:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1694, loss: 2.1694 2020-06-25 06:15:27,181 - mmaction - INFO - Epoch [15][2580/3757] lr: 2.000e-02, eta: 13:01:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1776, loss: 2.1776 2020-06-25 06:15:33,186 - mmaction - INFO - Epoch [15][2600/3757] lr: 2.000e-02, eta: 13:01:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7443, loss: 1.7443 2020-06-25 06:15:39,159 - mmaction - INFO - Epoch [15][2620/3757] lr: 2.000e-02, eta: 13:00:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0817, loss: 2.0817 2020-06-25 06:15:45,142 - mmaction - INFO - Epoch [15][2640/3757] lr: 2.000e-02, eta: 13:00:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0000, loss: 2.0000 2020-06-25 06:15:51,112 - mmaction - INFO - Epoch [15][2660/3757] lr: 2.000e-02, eta: 13:00:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9835, loss: 1.9835 2020-06-25 06:15:57,109 - mmaction - INFO - Epoch [15][2680/3757] lr: 2.000e-02, eta: 13:00:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9262, loss: 1.9262 2020-06-25 06:16:03,087 - mmaction - INFO - Epoch [15][2700/3757] lr: 2.000e-02, eta: 13:00:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.0169, loss: 2.0169 2020-06-25 06:16:09,056 - mmaction - INFO - Epoch [15][2720/3757] lr: 2.000e-02, eta: 13:00:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.0801, loss: 2.0801 2020-06-25 06:16:15,052 - mmaction - INFO - Epoch [15][2740/3757] lr: 2.000e-02, eta: 12:59:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9999, loss: 1.9999 2020-06-25 06:16:21,083 - mmaction - INFO - Epoch [15][2760/3757] lr: 2.000e-02, eta: 12:59:47, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8648, loss: 1.8648 2020-06-25 06:16:27,060 - mmaction - INFO - Epoch [15][2780/3757] lr: 2.000e-02, eta: 12:59:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8555, loss: 1.8555 2020-06-25 06:16:33,034 - mmaction - INFO - Epoch [15][2800/3757] lr: 2.000e-02, eta: 12:59:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.9037, loss: 1.9037 2020-06-25 06:16:39,041 - mmaction - INFO - Epoch [15][2820/3757] lr: 2.000e-02, eta: 12:59:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3797, loss: 2.3797 2020-06-25 06:16:45,041 - mmaction - INFO - Epoch [15][2840/3757] lr: 2.000e-02, eta: 12:59:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9058, loss: 1.9058 2020-06-25 06:16:51,044 - mmaction - INFO - Epoch [15][2860/3757] lr: 2.000e-02, eta: 12:58:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1226, loss: 2.1226 2020-06-25 06:16:57,023 - mmaction - INFO - Epoch [15][2880/3757] lr: 2.000e-02, eta: 12:58:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7933, loss: 1.7933 2020-06-25 06:17:03,009 - mmaction - INFO - Epoch [15][2900/3757] lr: 2.000e-02, eta: 12:58:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.8962, loss: 1.8962 2020-06-25 06:17:08,997 - mmaction - INFO - Epoch [15][2920/3757] lr: 2.000e-02, eta: 12:58:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 2.0220, loss: 2.0220 2020-06-25 06:17:14,976 - mmaction - INFO - Epoch [15][2940/3757] lr: 2.000e-02, eta: 12:58:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0352, loss: 2.0352 2020-06-25 06:17:20,957 - mmaction - INFO - Epoch [15][2960/3757] lr: 2.000e-02, eta: 12:58:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0604, loss: 2.0604 2020-06-25 06:17:26,944 - mmaction - INFO - Epoch [15][2980/3757] lr: 2.000e-02, eta: 12:58:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1642, loss: 2.1642 2020-06-25 06:17:32,947 - mmaction - INFO - Epoch [15][3000/3757] lr: 2.000e-02, eta: 12:57:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 2.0250, loss: 2.0250 2020-06-25 06:17:38,937 - mmaction - INFO - Epoch [15][3020/3757] lr: 2.000e-02, eta: 12:57:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.0860, loss: 2.0860 2020-06-25 06:17:44,926 - mmaction - INFO - Epoch [15][3040/3757] lr: 2.000e-02, eta: 12:57:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.7609, loss: 1.7609 2020-06-25 06:17:50,908 - mmaction - INFO - Epoch [15][3060/3757] lr: 2.000e-02, eta: 12:57:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1813, loss: 2.1813 2020-06-25 06:17:56,885 - mmaction - INFO - Epoch [15][3080/3757] lr: 2.000e-02, eta: 12:57:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9404, loss: 1.9404 2020-06-25 06:18:02,872 - mmaction - INFO - Epoch [15][3100/3757] lr: 2.000e-02, eta: 12:57:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 1.9839, loss: 1.9839 2020-06-25 06:18:08,850 - mmaction - INFO - Epoch [15][3120/3757] lr: 2.000e-02, eta: 12:56:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7937, loss_cls: 2.1983, loss: 2.1983 2020-06-25 06:18:14,826 - mmaction - INFO - Epoch [15][3140/3757] lr: 2.000e-02, eta: 12:56:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.9920, loss: 1.9920 2020-06-25 06:18:20,815 - mmaction - INFO - Epoch [15][3160/3757] lr: 2.000e-02, eta: 12:56:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3279, loss: 2.3279 2020-06-25 06:18:26,801 - mmaction - INFO - Epoch [15][3180/3757] lr: 2.000e-02, eta: 12:56:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8250, loss_cls: 1.9030, loss: 1.9030 2020-06-25 06:18:32,783 - mmaction - INFO - Epoch [15][3200/3757] lr: 2.000e-02, eta: 12:56:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9711, loss: 1.9711 2020-06-25 06:18:38,747 - mmaction - INFO - Epoch [15][3220/3757] lr: 2.000e-02, eta: 12:56:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9182, loss: 1.9182 2020-06-25 06:18:44,734 - mmaction - INFO - Epoch [15][3240/3757] lr: 2.000e-02, eta: 12:55:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0310, loss: 2.0310 2020-06-25 06:18:50,695 - mmaction - INFO - Epoch [15][3260/3757] lr: 2.000e-02, eta: 12:55:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3005, loss: 2.3005 2020-06-25 06:18:56,701 - mmaction - INFO - Epoch [15][3280/3757] lr: 2.000e-02, eta: 12:55:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1828, loss: 2.1828 2020-06-25 06:19:02,662 - mmaction - INFO - Epoch [15][3300/3757] lr: 2.000e-02, eta: 12:55:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9537, loss: 1.9537 2020-06-25 06:19:08,643 - mmaction - INFO - Epoch [15][3320/3757] lr: 2.000e-02, eta: 12:55:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0376, loss: 2.0376 2020-06-25 06:19:14,626 - mmaction - INFO - Epoch [15][3340/3757] lr: 2.000e-02, eta: 12:55:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.9280, loss: 1.9280 2020-06-25 06:19:20,599 - mmaction - INFO - Epoch [15][3360/3757] lr: 2.000e-02, eta: 12:54:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 2.0188, loss: 2.0188 2020-06-25 06:19:26,612 - mmaction - INFO - Epoch [15][3380/3757] lr: 2.000e-02, eta: 12:54:49, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0235, loss: 2.0235 2020-06-25 06:19:32,623 - mmaction - INFO - Epoch [15][3400/3757] lr: 2.000e-02, eta: 12:54:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 2.0109, loss: 2.0109 2020-06-25 06:19:38,641 - mmaction - INFO - Epoch [15][3420/3757] lr: 2.000e-02, eta: 12:54:30, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.8926, loss: 1.8926 2020-06-25 06:19:44,614 - mmaction - INFO - Epoch [15][3440/3757] lr: 2.000e-02, eta: 12:54:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8313, loss_cls: 1.9574, loss: 1.9574 2020-06-25 06:19:50,625 - mmaction - INFO - Epoch [15][3460/3757] lr: 2.000e-02, eta: 12:54:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7210, loss: 1.7210 2020-06-25 06:19:57,661 - mmaction - INFO - Epoch [15][3480/3757] lr: 2.000e-02, eta: 12:54:04, time: 0.352, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1189, loss: 2.1189 2020-06-25 06:20:04,093 - mmaction - INFO - Epoch [15][3500/3757] lr: 2.000e-02, eta: 12:53:56, time: 0.322, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.6813, loss_cls: 2.2606, loss: 2.2606 2020-06-25 06:20:10,094 - mmaction - INFO - Epoch [15][3520/3757] lr: 2.000e-02, eta: 12:53:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8807, loss: 1.8807 2020-06-25 06:20:16,080 - mmaction - INFO - Epoch [15][3540/3757] lr: 2.000e-02, eta: 12:53:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.0713, loss: 2.0713 2020-06-25 06:20:23,058 - mmaction - INFO - Epoch [15][3560/3757] lr: 2.000e-02, eta: 12:53:29, time: 0.349, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9969, loss: 1.9969 2020-06-25 06:20:29,642 - mmaction - INFO - Epoch [15][3580/3757] lr: 2.000e-02, eta: 12:53:21, time: 0.329, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.2099, loss: 2.2099 2020-06-25 06:20:36,153 - mmaction - INFO - Epoch [15][3600/3757] lr: 2.000e-02, eta: 12:53:13, time: 0.326, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 2.0463, loss: 2.0463 2020-06-25 06:20:42,382 - mmaction - INFO - Epoch [15][3620/3757] lr: 2.000e-02, eta: 12:53:04, time: 0.311, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.8000, loss_cls: 2.1445, loss: 2.1445 2020-06-25 06:20:50,345 - mmaction - INFO - Epoch [15][3640/3757] lr: 2.000e-02, eta: 12:52:59, time: 0.398, data_time: 0.008, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8361, loss: 1.8361 2020-06-25 06:20:57,314 - mmaction - INFO - Epoch [15][3660/3757] lr: 2.000e-02, eta: 12:52:52, time: 0.348, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0767, loss: 2.0767 2020-06-25 06:21:06,272 - mmaction - INFO - Epoch [15][3680/3757] lr: 2.000e-02, eta: 12:52:49, time: 0.448, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9976, loss: 1.9976 2020-06-25 06:21:12,978 - mmaction - INFO - Epoch [15][3700/3757] lr: 2.000e-02, eta: 12:52:41, time: 0.335, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 1.9949, loss: 1.9949 2020-06-25 06:21:25,120 - mmaction - INFO - Epoch [15][3720/3757] lr: 2.000e-02, eta: 12:52:46, time: 0.607, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1049, loss: 2.1049 2020-06-25 06:21:34,067 - mmaction - INFO - Epoch [15][3740/3757] lr: 2.000e-02, eta: 12:52:44, time: 0.448, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.0601, loss: 2.0601 2020-06-25 06:21:49,535 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-06-25 06:26:26,838 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 06:26:27,610 - mmaction - INFO - top1_acc 0.5536 top5_acc 0.8051 2020-06-25 06:26:27,610 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 06:26:27,678 - mmaction - INFO - mean_acc 0.5536 2020-06-25 06:26:27,687 - mmaction - INFO - Epoch [15][3757/3757] lr: 2.000e-02, top1_acc: 0.5536, top5_acc: 0.8051, mean_class_accuracy: 0.5536 2020-06-25 06:29:35,265 - mmaction - INFO - Epoch [16][20/3757] lr: 2.000e-02, eta: 12:59:17, time: 9.376, data_time: 8.991, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0586, loss: 2.0586 2020-06-25 06:29:41,318 - mmaction - INFO - Epoch [16][40/3757] lr: 2.000e-02, eta: 12:59:08, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.8345, loss: 1.8345 2020-06-25 06:29:47,311 - mmaction - INFO - Epoch [16][60/3757] lr: 2.000e-02, eta: 12:58:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1207, loss: 2.1207 2020-06-25 06:29:53,333 - mmaction - INFO - Epoch [16][80/3757] lr: 2.000e-02, eta: 12:58:48, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0241, loss: 2.0241 2020-06-25 06:29:59,351 - mmaction - INFO - Epoch [16][100/3757] lr: 2.000e-02, eta: 12:58:39, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.8261, loss: 1.8261 2020-06-25 06:30:05,369 - mmaction - INFO - Epoch [16][120/3757] lr: 2.000e-02, eta: 12:58:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.6937, loss_cls: 2.3141, loss: 2.3141 2020-06-25 06:30:11,336 - mmaction - INFO - Epoch [16][140/3757] lr: 2.000e-02, eta: 12:58:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8162, loss: 1.8162 2020-06-25 06:30:17,325 - mmaction - INFO - Epoch [16][160/3757] lr: 2.000e-02, eta: 12:58:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8027, loss: 1.8027 2020-06-25 06:30:23,282 - mmaction - INFO - Epoch [16][180/3757] lr: 2.000e-02, eta: 12:58:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2457, loss: 2.2457 2020-06-25 06:30:29,265 - mmaction - INFO - Epoch [16][200/3757] lr: 2.000e-02, eta: 12:57:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9562, loss: 1.9562 2020-06-25 06:30:35,256 - mmaction - INFO - Epoch [16][220/3757] lr: 2.000e-02, eta: 12:57:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0074, loss: 2.0074 2020-06-25 06:30:41,230 - mmaction - INFO - Epoch [16][240/3757] lr: 2.000e-02, eta: 12:57:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9594, loss: 1.9594 2020-06-25 06:30:47,220 - mmaction - INFO - Epoch [16][260/3757] lr: 2.000e-02, eta: 12:57:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9157, loss: 1.9157 2020-06-25 06:30:53,201 - mmaction - INFO - Epoch [16][280/3757] lr: 2.000e-02, eta: 12:57:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9202, loss: 1.9202 2020-06-25 06:30:59,196 - mmaction - INFO - Epoch [16][300/3757] lr: 2.000e-02, eta: 12:57:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0129, loss: 2.0129 2020-06-25 06:31:05,176 - mmaction - INFO - Epoch [16][320/3757] lr: 2.000e-02, eta: 12:56:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9393, loss: 1.9393 2020-06-25 06:31:11,171 - mmaction - INFO - Epoch [16][340/3757] lr: 2.000e-02, eta: 12:56:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.3354, loss: 2.3354 2020-06-25 06:31:17,153 - mmaction - INFO - Epoch [16][360/3757] lr: 2.000e-02, eta: 12:56:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.8578, loss: 1.8578 2020-06-25 06:31:23,140 - mmaction - INFO - Epoch [16][380/3757] lr: 2.000e-02, eta: 12:56:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5910, loss: 1.5910 2020-06-25 06:31:29,141 - mmaction - INFO - Epoch [16][400/3757] lr: 2.000e-02, eta: 12:56:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8581, loss: 1.8581 2020-06-25 06:31:35,129 - mmaction - INFO - Epoch [16][420/3757] lr: 2.000e-02, eta: 12:56:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8601, loss: 1.8601 2020-06-25 06:31:41,106 - mmaction - INFO - Epoch [16][440/3757] lr: 2.000e-02, eta: 12:55:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1531, loss: 2.1531 2020-06-25 06:31:47,107 - mmaction - INFO - Epoch [16][460/3757] lr: 2.000e-02, eta: 12:55:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7562, loss_cls: 2.1412, loss: 2.1412 2020-06-25 06:31:53,104 - mmaction - INFO - Epoch [16][480/3757] lr: 2.000e-02, eta: 12:55:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2311, loss: 2.2311 2020-06-25 06:31:59,096 - mmaction - INFO - Epoch [16][500/3757] lr: 2.000e-02, eta: 12:55:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.8084, loss: 1.8084 2020-06-25 06:32:05,129 - mmaction - INFO - Epoch [16][520/3757] lr: 2.000e-02, eta: 12:55:15, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1008, loss: 2.1008 2020-06-25 06:32:11,110 - mmaction - INFO - Epoch [16][540/3757] lr: 2.000e-02, eta: 12:55:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7875, loss_cls: 2.2253, loss: 2.2253 2020-06-25 06:32:17,099 - mmaction - INFO - Epoch [16][560/3757] lr: 2.000e-02, eta: 12:54:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0520, loss: 2.0520 2020-06-25 06:32:23,097 - mmaction - INFO - Epoch [16][580/3757] lr: 2.000e-02, eta: 12:54:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1697, loss: 2.1697 2020-06-25 06:32:29,118 - mmaction - INFO - Epoch [16][600/3757] lr: 2.000e-02, eta: 12:54:37, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8595, loss: 1.8595 2020-06-25 06:32:35,088 - mmaction - INFO - Epoch [16][620/3757] lr: 2.000e-02, eta: 12:54:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0571, loss: 2.0571 2020-06-25 06:32:41,077 - mmaction - INFO - Epoch [16][640/3757] lr: 2.000e-02, eta: 12:54:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9646, loss: 1.9646 2020-06-25 06:32:47,040 - mmaction - INFO - Epoch [16][660/3757] lr: 2.000e-02, eta: 12:54:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9116, loss: 1.9116 2020-06-25 06:32:53,027 - mmaction - INFO - Epoch [16][680/3757] lr: 2.000e-02, eta: 12:53:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0513, loss: 2.0513 2020-06-25 06:32:59,003 - mmaction - INFO - Epoch [16][700/3757] lr: 2.000e-02, eta: 12:53:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8804, loss: 1.8804 2020-06-25 06:33:04,988 - mmaction - INFO - Epoch [16][720/3757] lr: 2.000e-02, eta: 12:53:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8005, loss: 1.8005 2020-06-25 06:33:11,002 - mmaction - INFO - Epoch [16][740/3757] lr: 2.000e-02, eta: 12:53:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0872, loss: 2.0872 2020-06-25 06:33:17,007 - mmaction - INFO - Epoch [16][760/3757] lr: 2.000e-02, eta: 12:53:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.2720, loss: 2.2720 2020-06-25 06:33:23,014 - mmaction - INFO - Epoch [16][780/3757] lr: 2.000e-02, eta: 12:53:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2161, loss: 2.2161 2020-06-25 06:33:29,003 - mmaction - INFO - Epoch [16][800/3757] lr: 2.000e-02, eta: 12:53:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.6045, loss: 1.6045 2020-06-25 06:33:35,009 - mmaction - INFO - Epoch [16][820/3757] lr: 2.000e-02, eta: 12:52:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8256, loss: 1.8256 2020-06-25 06:33:40,984 - mmaction - INFO - Epoch [16][840/3757] lr: 2.000e-02, eta: 12:52:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8460, loss: 1.8460 2020-06-25 06:33:46,957 - mmaction - INFO - Epoch [16][860/3757] lr: 2.000e-02, eta: 12:52:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 2.1476, loss: 2.1476 2020-06-25 06:33:52,930 - mmaction - INFO - Epoch [16][880/3757] lr: 2.000e-02, eta: 12:52:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0041, loss: 2.0041 2020-06-25 06:33:58,911 - mmaction - INFO - Epoch [16][900/3757] lr: 2.000e-02, eta: 12:52:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 1.9664, loss: 1.9664 2020-06-25 06:34:04,902 - mmaction - INFO - Epoch [16][920/3757] lr: 2.000e-02, eta: 12:52:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7937, loss_cls: 2.1178, loss: 2.1178 2020-06-25 06:34:10,914 - mmaction - INFO - Epoch [16][940/3757] lr: 2.000e-02, eta: 12:51:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774 2020-06-25 06:34:16,901 - mmaction - INFO - Epoch [16][960/3757] lr: 2.000e-02, eta: 12:51:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 2.0163, loss: 2.0163 2020-06-25 06:34:22,887 - mmaction - INFO - Epoch [16][980/3757] lr: 2.000e-02, eta: 12:51:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7625, loss_cls: 2.1067, loss: 2.1067 2020-06-25 06:34:28,893 - mmaction - INFO - Epoch [16][1000/3757] lr: 2.000e-02, eta: 12:51:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.0205, loss: 2.0205 2020-06-25 06:34:34,874 - mmaction - INFO - Epoch [16][1020/3757] lr: 2.000e-02, eta: 12:51:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9199, loss: 1.9199 2020-06-25 06:34:40,892 - mmaction - INFO - Epoch [16][1040/3757] lr: 2.000e-02, eta: 12:51:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2542, loss: 2.2542 2020-06-25 06:34:46,854 - mmaction - INFO - Epoch [16][1060/3757] lr: 2.000e-02, eta: 12:50:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1067, loss: 2.1067 2020-06-25 06:34:52,827 - mmaction - INFO - Epoch [16][1080/3757] lr: 2.000e-02, eta: 12:50:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8781, loss: 1.8781 2020-06-25 06:34:58,822 - mmaction - INFO - Epoch [16][1100/3757] lr: 2.000e-02, eta: 12:50:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.0282, loss: 2.0282 2020-06-25 06:35:04,793 - mmaction - INFO - Epoch [16][1120/3757] lr: 2.000e-02, eta: 12:50:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1551, loss: 2.1551 2020-06-25 06:35:10,784 - mmaction - INFO - Epoch [16][1140/3757] lr: 2.000e-02, eta: 12:50:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.9541, loss: 1.9541 2020-06-25 06:35:16,772 - mmaction - INFO - Epoch [16][1160/3757] lr: 2.000e-02, eta: 12:50:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9978, loss: 1.9978 2020-06-25 06:35:22,800 - mmaction - INFO - Epoch [16][1180/3757] lr: 2.000e-02, eta: 12:49:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 2.0110, loss: 2.0110 2020-06-25 06:35:28,817 - mmaction - INFO - Epoch [16][1200/3757] lr: 2.000e-02, eta: 12:49:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0038, loss: 2.0038 2020-06-25 06:35:34,775 - mmaction - INFO - Epoch [16][1220/3757] lr: 2.000e-02, eta: 12:49:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.8838, loss: 1.8838 2020-06-25 06:35:40,761 - mmaction - INFO - Epoch [16][1240/3757] lr: 2.000e-02, eta: 12:49:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9595, loss: 1.9595 2020-06-25 06:35:47,098 - mmaction - INFO - Epoch [16][1260/3757] lr: 2.000e-02, eta: 12:49:20, time: 0.317, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.8890, loss: 1.8890 2020-06-25 06:35:53,084 - mmaction - INFO - Epoch [16][1280/3757] lr: 2.000e-02, eta: 12:49:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0215, loss: 2.0215 2020-06-25 06:35:59,089 - mmaction - INFO - Epoch [16][1300/3757] lr: 2.000e-02, eta: 12:49:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1318, loss: 2.1318 2020-06-25 06:36:05,073 - mmaction - INFO - Epoch [16][1320/3757] lr: 2.000e-02, eta: 12:48:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9267, loss: 1.9267 2020-06-25 06:36:11,090 - mmaction - INFO - Epoch [16][1340/3757] lr: 2.000e-02, eta: 12:48:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1324, loss: 2.1324 2020-06-25 06:36:17,081 - mmaction - INFO - Epoch [16][1360/3757] lr: 2.000e-02, eta: 12:48:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0232, loss: 2.0232 2020-06-25 06:36:23,105 - mmaction - INFO - Epoch [16][1380/3757] lr: 2.000e-02, eta: 12:48:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2002, loss: 2.2002 2020-06-25 06:36:29,106 - mmaction - INFO - Epoch [16][1400/3757] lr: 2.000e-02, eta: 12:48:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.8737, loss: 1.8737 2020-06-25 06:36:35,092 - mmaction - INFO - Epoch [16][1420/3757] lr: 2.000e-02, eta: 12:48:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0839, loss: 2.0839 2020-06-25 06:36:41,058 - mmaction - INFO - Epoch [16][1440/3757] lr: 2.000e-02, eta: 12:47:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1051, loss: 2.1051 2020-06-25 06:36:47,037 - mmaction - INFO - Epoch [16][1460/3757] lr: 2.000e-02, eta: 12:47:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.6858, loss: 1.6858 2020-06-25 06:36:53,018 - mmaction - INFO - Epoch [16][1480/3757] lr: 2.000e-02, eta: 12:47:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1486, loss: 2.1486 2020-06-25 06:36:59,012 - mmaction - INFO - Epoch [16][1500/3757] lr: 2.000e-02, eta: 12:47:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1618, loss: 2.1618 2020-06-25 06:37:05,043 - mmaction - INFO - Epoch [16][1520/3757] lr: 2.000e-02, eta: 12:47:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.9205, loss: 1.9205 2020-06-25 06:37:11,034 - mmaction - INFO - Epoch [16][1540/3757] lr: 2.000e-02, eta: 12:47:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8375, loss_cls: 1.8602, loss: 1.8602 2020-06-25 06:37:17,039 - mmaction - INFO - Epoch [16][1560/3757] lr: 2.000e-02, eta: 12:46:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3406, loss: 2.3406 2020-06-25 06:37:23,027 - mmaction - INFO - Epoch [16][1580/3757] lr: 2.000e-02, eta: 12:46:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1666, loss: 2.1666 2020-06-25 06:37:28,977 - mmaction - INFO - Epoch [16][1600/3757] lr: 2.000e-02, eta: 12:46:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1284, loss: 2.1284 2020-06-25 06:37:34,958 - mmaction - INFO - Epoch [16][1620/3757] lr: 2.000e-02, eta: 12:46:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.9102, loss: 1.9102 2020-06-25 06:37:40,926 - mmaction - INFO - Epoch [16][1640/3757] lr: 2.000e-02, eta: 12:46:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9628, loss: 1.9628 2020-06-25 06:37:46,912 - mmaction - INFO - Epoch [16][1660/3757] lr: 2.000e-02, eta: 12:46:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1105, loss: 2.1105 2020-06-25 06:37:52,887 - mmaction - INFO - Epoch [16][1680/3757] lr: 2.000e-02, eta: 12:46:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9778, loss: 1.9778 2020-06-25 06:37:58,889 - mmaction - INFO - Epoch [16][1700/3757] lr: 2.000e-02, eta: 12:45:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8177, loss: 1.8177 2020-06-25 06:38:04,880 - mmaction - INFO - Epoch [16][1720/3757] lr: 2.000e-02, eta: 12:45:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8065, loss: 1.8065 2020-06-25 06:38:10,858 - mmaction - INFO - Epoch [16][1740/3757] lr: 2.000e-02, eta: 12:45:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2649, loss: 2.2649 2020-06-25 06:38:16,818 - mmaction - INFO - Epoch [16][1760/3757] lr: 2.000e-02, eta: 12:45:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9957, loss: 1.9957 2020-06-25 06:38:22,795 - mmaction - INFO - Epoch [16][1780/3757] lr: 2.000e-02, eta: 12:45:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9580, loss: 1.9580 2020-06-25 06:38:28,780 - mmaction - INFO - Epoch [16][1800/3757] lr: 2.000e-02, eta: 12:45:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9259, loss: 1.9259 2020-06-25 06:38:34,772 - mmaction - INFO - Epoch [16][1820/3757] lr: 2.000e-02, eta: 12:44:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.7050, loss: 1.7050 2020-06-25 06:38:40,739 - mmaction - INFO - Epoch [16][1840/3757] lr: 2.000e-02, eta: 12:44:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1386, loss: 2.1386 2020-06-25 06:38:46,739 - mmaction - INFO - Epoch [16][1860/3757] lr: 2.000e-02, eta: 12:44:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.8461, loss: 1.8461 2020-06-25 06:38:52,753 - mmaction - INFO - Epoch [16][1880/3757] lr: 2.000e-02, eta: 12:44:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9983, loss: 1.9983 2020-06-25 06:38:58,747 - mmaction - INFO - Epoch [16][1900/3757] lr: 2.000e-02, eta: 12:44:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9847, loss: 1.9847 2020-06-25 06:39:04,745 - mmaction - INFO - Epoch [16][1920/3757] lr: 2.000e-02, eta: 12:44:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9485, loss: 1.9485 2020-06-25 06:39:10,744 - mmaction - INFO - Epoch [16][1940/3757] lr: 2.000e-02, eta: 12:43:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.9849, loss: 1.9849 2020-06-25 06:39:16,727 - mmaction - INFO - Epoch [16][1960/3757] lr: 2.000e-02, eta: 12:43:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 2.0234, loss: 2.0234 2020-06-25 06:39:22,732 - mmaction - INFO - Epoch [16][1980/3757] lr: 2.000e-02, eta: 12:43:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.0343, loss: 2.0343 2020-06-25 06:39:28,715 - mmaction - INFO - Epoch [16][2000/3757] lr: 2.000e-02, eta: 12:43:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.7330, loss: 1.7330 2020-06-25 06:39:34,688 - mmaction - INFO - Epoch [16][2020/3757] lr: 2.000e-02, eta: 12:43:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9356, loss: 1.9356 2020-06-25 06:39:40,678 - mmaction - INFO - Epoch [16][2040/3757] lr: 2.000e-02, eta: 12:43:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7688, loss_cls: 2.1149, loss: 2.1149 2020-06-25 06:39:46,644 - mmaction - INFO - Epoch [16][2060/3757] lr: 2.000e-02, eta: 12:42:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1305, loss: 2.1305 2020-06-25 06:39:52,646 - mmaction - INFO - Epoch [16][2080/3757] lr: 2.000e-02, eta: 12:42:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0342, loss: 2.0342 2020-06-25 06:39:58,606 - mmaction - INFO - Epoch [16][2100/3757] lr: 2.000e-02, eta: 12:42:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9450, loss: 1.9450 2020-06-25 06:40:04,964 - mmaction - INFO - Epoch [16][2120/3757] lr: 2.000e-02, eta: 12:42:31, time: 0.318, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9033, loss: 1.9033 2020-06-25 06:40:10,949 - mmaction - INFO - Epoch [16][2140/3757] lr: 2.000e-02, eta: 12:42:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8438, loss_cls: 1.6875, loss: 1.6875 2020-06-25 06:40:16,928 - mmaction - INFO - Epoch [16][2160/3757] lr: 2.000e-02, eta: 12:42:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3489, loss: 2.3489 2020-06-25 06:40:22,947 - mmaction - INFO - Epoch [16][2180/3757] lr: 2.000e-02, eta: 12:42:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1009, loss: 2.1009 2020-06-25 06:40:28,942 - mmaction - INFO - Epoch [16][2200/3757] lr: 2.000e-02, eta: 12:41:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8576, loss: 1.8576 2020-06-25 06:40:34,968 - mmaction - INFO - Epoch [16][2220/3757] lr: 2.000e-02, eta: 12:41:44, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1586, loss: 2.1586 2020-06-25 06:40:40,968 - mmaction - INFO - Epoch [16][2240/3757] lr: 2.000e-02, eta: 12:41:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9814, loss: 1.9814 2020-06-25 06:40:46,924 - mmaction - INFO - Epoch [16][2260/3757] lr: 2.000e-02, eta: 12:41:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0753, loss: 2.0753 2020-06-25 06:40:52,929 - mmaction - INFO - Epoch [16][2280/3757] lr: 2.000e-02, eta: 12:41:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0025, loss: 2.0025 2020-06-25 06:40:58,899 - mmaction - INFO - Epoch [16][2300/3757] lr: 2.000e-02, eta: 12:41:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1769, loss: 2.1769 2020-06-25 06:41:04,881 - mmaction - INFO - Epoch [16][2320/3757] lr: 2.000e-02, eta: 12:40:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0888, loss: 2.0888 2020-06-25 06:41:10,855 - mmaction - INFO - Epoch [16][2340/3757] lr: 2.000e-02, eta: 12:40:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.0432, loss: 2.0432 2020-06-25 06:41:16,837 - mmaction - INFO - Epoch [16][2360/3757] lr: 2.000e-02, eta: 12:40:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4100, loss: 2.4100 2020-06-25 06:41:22,812 - mmaction - INFO - Epoch [16][2380/3757] lr: 2.000e-02, eta: 12:40:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.7580, loss: 1.7580 2020-06-25 06:41:28,781 - mmaction - INFO - Epoch [16][2400/3757] lr: 2.000e-02, eta: 12:40:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1945, loss: 2.1945 2020-06-25 06:41:34,781 - mmaction - INFO - Epoch [16][2420/3757] lr: 2.000e-02, eta: 12:40:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.1051, loss: 2.1051 2020-06-25 06:41:40,766 - mmaction - INFO - Epoch [16][2440/3757] lr: 2.000e-02, eta: 12:40:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.8306, loss: 1.8306 2020-06-25 06:41:46,755 - mmaction - INFO - Epoch [16][2460/3757] lr: 2.000e-02, eta: 12:39:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9253, loss: 1.9253 2020-06-25 06:41:52,731 - mmaction - INFO - Epoch [16][2480/3757] lr: 2.000e-02, eta: 12:39:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.8711, loss: 1.8711 2020-06-25 06:41:58,726 - mmaction - INFO - Epoch [16][2500/3757] lr: 2.000e-02, eta: 12:39:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9514, loss: 1.9514 2020-06-25 06:42:04,704 - mmaction - INFO - Epoch [16][2520/3757] lr: 2.000e-02, eta: 12:39:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8024, loss: 1.8024 2020-06-25 06:42:10,700 - mmaction - INFO - Epoch [16][2540/3757] lr: 2.000e-02, eta: 12:39:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8551, loss: 1.8551 2020-06-25 06:42:16,668 - mmaction - INFO - Epoch [16][2560/3757] lr: 2.000e-02, eta: 12:39:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0927, loss: 2.0927 2020-06-25 06:42:22,637 - mmaction - INFO - Epoch [16][2580/3757] lr: 2.000e-02, eta: 12:38:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.8670, loss: 1.8670 2020-06-25 06:42:28,610 - mmaction - INFO - Epoch [16][2600/3757] lr: 2.000e-02, eta: 12:38:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8314, loss: 1.8314 2020-06-25 06:42:34,599 - mmaction - INFO - Epoch [16][2620/3757] lr: 2.000e-02, eta: 12:38:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0942, loss: 2.0942 2020-06-25 06:42:40,617 - mmaction - INFO - Epoch [16][2640/3757] lr: 2.000e-02, eta: 12:38:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 2.0215, loss: 2.0215 2020-06-25 06:42:46,603 - mmaction - INFO - Epoch [16][2660/3757] lr: 2.000e-02, eta: 12:38:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9259, loss: 1.9259 2020-06-25 06:42:52,572 - mmaction - INFO - Epoch [16][2680/3757] lr: 2.000e-02, eta: 12:38:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.3410, loss: 2.3410 2020-06-25 06:42:58,517 - mmaction - INFO - Epoch [16][2700/3757] lr: 2.000e-02, eta: 12:37:57, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8735, loss: 1.8735 2020-06-25 06:43:04,487 - mmaction - INFO - Epoch [16][2720/3757] lr: 2.000e-02, eta: 12:37:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7812, loss_cls: 2.2379, loss: 2.2379 2020-06-25 06:43:10,478 - mmaction - INFO - Epoch [16][2740/3757] lr: 2.000e-02, eta: 12:37:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8192, loss: 1.8192 2020-06-25 06:43:16,448 - mmaction - INFO - Epoch [16][2760/3757] lr: 2.000e-02, eta: 12:37:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9878, loss: 1.9878 2020-06-25 06:43:22,437 - mmaction - INFO - Epoch [16][2780/3757] lr: 2.000e-02, eta: 12:37:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2673, loss: 2.2673 2020-06-25 06:43:28,413 - mmaction - INFO - Epoch [16][2800/3757] lr: 2.000e-02, eta: 12:37:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7482, loss: 1.7482 2020-06-25 06:43:34,425 - mmaction - INFO - Epoch [16][2820/3757] lr: 2.000e-02, eta: 12:37:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0732, loss: 2.0732 2020-06-25 06:43:40,428 - mmaction - INFO - Epoch [16][2840/3757] lr: 2.000e-02, eta: 12:36:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 1.9743, loss: 1.9743 2020-06-25 06:43:46,437 - mmaction - INFO - Epoch [16][2860/3757] lr: 2.000e-02, eta: 12:36:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.0920, loss: 2.0920 2020-06-25 06:43:52,449 - mmaction - INFO - Epoch [16][2880/3757] lr: 2.000e-02, eta: 12:36:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0692, loss: 2.0692 2020-06-25 06:43:58,423 - mmaction - INFO - Epoch [16][2900/3757] lr: 2.000e-02, eta: 12:36:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.6937, loss_cls: 2.0422, loss: 2.0422 2020-06-25 06:44:04,464 - mmaction - INFO - Epoch [16][2920/3757] lr: 2.000e-02, eta: 12:36:14, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.6560, loss: 1.6560 2020-06-25 06:44:10,437 - mmaction - INFO - Epoch [16][2940/3757] lr: 2.000e-02, eta: 12:36:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 1.9799, loss: 1.9799 2020-06-25 06:44:16,404 - mmaction - INFO - Epoch [16][2960/3757] lr: 2.000e-02, eta: 12:35:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2297, loss: 2.2297 2020-06-25 06:44:22,394 - mmaction - INFO - Epoch [16][2980/3757] lr: 2.000e-02, eta: 12:35:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 2.0936, loss: 2.0936 2020-06-25 06:44:28,422 - mmaction - INFO - Epoch [16][3000/3757] lr: 2.000e-02, eta: 12:35:37, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0757, loss: 2.0757 2020-06-25 06:44:34,405 - mmaction - INFO - Epoch [16][3020/3757] lr: 2.000e-02, eta: 12:35:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6983, loss: 1.6983 2020-06-25 06:44:40,396 - mmaction - INFO - Epoch [16][3040/3757] lr: 2.000e-02, eta: 12:35:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0760, loss: 2.0760 2020-06-25 06:44:46,380 - mmaction - INFO - Epoch [16][3060/3757] lr: 2.000e-02, eta: 12:35:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.0126, loss: 2.0126 2020-06-25 06:44:52,382 - mmaction - INFO - Epoch [16][3080/3757] lr: 2.000e-02, eta: 12:34:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0112, loss: 2.0112 2020-06-25 06:44:58,362 - mmaction - INFO - Epoch [16][3100/3757] lr: 2.000e-02, eta: 12:34:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0106, loss: 2.0106 2020-06-25 06:45:04,343 - mmaction - INFO - Epoch [16][3120/3757] lr: 2.000e-02, eta: 12:34:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1808, loss: 2.1808 2020-06-25 06:45:10,315 - mmaction - INFO - Epoch [16][3140/3757] lr: 2.000e-02, eta: 12:34:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.7586, loss: 1.7586 2020-06-25 06:45:16,274 - mmaction - INFO - Epoch [16][3160/3757] lr: 2.000e-02, eta: 12:34:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1800, loss: 2.1800 2020-06-25 06:45:22,254 - mmaction - INFO - Epoch [16][3180/3757] lr: 2.000e-02, eta: 12:34:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0751, loss: 2.0751 2020-06-25 06:45:28,224 - mmaction - INFO - Epoch [16][3200/3757] lr: 2.000e-02, eta: 12:34:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.8375, loss_cls: 1.8256, loss: 1.8256 2020-06-25 06:45:34,228 - mmaction - INFO - Epoch [16][3220/3757] lr: 2.000e-02, eta: 12:33:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.6894, loss: 1.6894 2020-06-25 06:45:40,231 - mmaction - INFO - Epoch [16][3240/3757] lr: 2.000e-02, eta: 12:33:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2107, loss: 2.2107 2020-06-25 06:45:46,212 - mmaction - INFO - Epoch [16][3260/3757] lr: 2.000e-02, eta: 12:33:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1377, loss: 2.1377 2020-06-25 06:45:52,211 - mmaction - INFO - Epoch [16][3280/3757] lr: 2.000e-02, eta: 12:33:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9675, loss: 1.9675 2020-06-25 06:45:58,161 - mmaction - INFO - Epoch [16][3300/3757] lr: 2.000e-02, eta: 12:33:16, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0225, loss: 2.0225 2020-06-25 06:46:04,124 - mmaction - INFO - Epoch [16][3320/3757] lr: 2.000e-02, eta: 12:33:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0964, loss: 2.0964 2020-06-25 06:46:10,105 - mmaction - INFO - Epoch [16][3340/3757] lr: 2.000e-02, eta: 12:32:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.8758, loss: 1.8758 2020-06-25 06:46:16,081 - mmaction - INFO - Epoch [16][3360/3757] lr: 2.000e-02, eta: 12:32:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1055, loss: 2.1055 2020-06-25 06:46:22,056 - mmaction - INFO - Epoch [16][3380/3757] lr: 2.000e-02, eta: 12:32:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.2703, loss: 2.2703 2020-06-25 06:46:28,043 - mmaction - INFO - Epoch [16][3400/3757] lr: 2.000e-02, eta: 12:32:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9310, loss: 1.9310 2020-06-25 06:46:34,031 - mmaction - INFO - Epoch [16][3420/3757] lr: 2.000e-02, eta: 12:32:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1046, loss: 2.1046 2020-06-25 06:46:40,007 - mmaction - INFO - Epoch [16][3440/3757] lr: 2.000e-02, eta: 12:32:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1794, loss: 2.1794 2020-06-25 06:46:46,010 - mmaction - INFO - Epoch [16][3460/3757] lr: 2.000e-02, eta: 12:32:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0611, loss: 2.0611 2020-06-25 06:46:51,990 - mmaction - INFO - Epoch [16][3480/3757] lr: 2.000e-02, eta: 12:31:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1590, loss: 2.1590 2020-06-25 06:46:57,972 - mmaction - INFO - Epoch [16][3500/3757] lr: 2.000e-02, eta: 12:31:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2024, loss: 2.2024 2020-06-25 06:47:03,945 - mmaction - INFO - Epoch [16][3520/3757] lr: 2.000e-02, eta: 12:31:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4948, loss: 1.4948 2020-06-25 06:47:09,923 - mmaction - INFO - Epoch [16][3540/3757] lr: 2.000e-02, eta: 12:31:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0331, loss: 2.0331 2020-06-25 06:47:15,897 - mmaction - INFO - Epoch [16][3560/3757] lr: 2.000e-02, eta: 12:31:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7128, loss: 1.7128 2020-06-25 06:47:21,905 - mmaction - INFO - Epoch [16][3580/3757] lr: 2.000e-02, eta: 12:31:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9515, loss: 1.9515 2020-06-25 06:47:27,905 - mmaction - INFO - Epoch [16][3600/3757] lr: 2.000e-02, eta: 12:30:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8611, loss: 1.8611 2020-06-25 06:47:33,894 - mmaction - INFO - Epoch [16][3620/3757] lr: 2.000e-02, eta: 12:30:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0786, loss: 2.0786 2020-06-25 06:47:39,897 - mmaction - INFO - Epoch [16][3640/3757] lr: 2.000e-02, eta: 12:30:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8731, loss: 1.8731 2020-06-25 06:47:45,903 - mmaction - INFO - Epoch [16][3660/3757] lr: 2.000e-02, eta: 12:30:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9408, loss: 1.9408 2020-06-25 06:47:51,897 - mmaction - INFO - Epoch [16][3680/3757] lr: 2.000e-02, eta: 12:30:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1520, loss: 2.1520 2020-06-25 06:47:57,877 - mmaction - INFO - Epoch [16][3700/3757] lr: 2.000e-02, eta: 12:30:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6750, loss_cls: 2.2993, loss: 2.2993 2020-06-25 06:48:03,869 - mmaction - INFO - Epoch [16][3720/3757] lr: 2.000e-02, eta: 12:30:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1261, loss: 2.1261 2020-06-25 06:48:09,870 - mmaction - INFO - Epoch [16][3740/3757] lr: 2.000e-02, eta: 12:29:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 2.0552, loss: 2.0552 2020-06-25 06:51:38,856 - mmaction - INFO - Epoch [17][20/3757] lr: 2.000e-02, eta: 12:36:11, time: 9.889, data_time: 9.486, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9778, loss: 1.9778 2020-06-25 06:51:44,906 - mmaction - INFO - Epoch [17][40/3757] lr: 2.000e-02, eta: 12:36:01, time: 0.303, data_time: 0.005, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.6081, loss: 1.6081 2020-06-25 06:51:50,885 - mmaction - INFO - Epoch [17][60/3757] lr: 2.000e-02, eta: 12:35:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9727, loss: 1.9727 2020-06-25 06:51:56,889 - mmaction - INFO - Epoch [17][80/3757] lr: 2.000e-02, eta: 12:35:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 1.9971, loss: 1.9971 2020-06-25 06:52:02,899 - mmaction - INFO - Epoch [17][100/3757] lr: 2.000e-02, eta: 12:35:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.3774, loss: 2.3774 2020-06-25 06:52:08,898 - mmaction - INFO - Epoch [17][120/3757] lr: 2.000e-02, eta: 12:35:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.7146, loss: 1.7146 2020-06-25 06:52:14,900 - mmaction - INFO - Epoch [17][140/3757] lr: 2.000e-02, eta: 12:35:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0480, loss: 2.0480 2020-06-25 06:52:20,884 - mmaction - INFO - Epoch [17][160/3757] lr: 2.000e-02, eta: 12:35:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.1372, loss: 2.1372 2020-06-25 06:52:26,899 - mmaction - INFO - Epoch [17][180/3757] lr: 2.000e-02, eta: 12:34:55, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0248, loss: 2.0248 2020-06-25 06:52:32,858 - mmaction - INFO - Epoch [17][200/3757] lr: 2.000e-02, eta: 12:34:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8870, loss: 1.8870 2020-06-25 06:52:38,895 - mmaction - INFO - Epoch [17][220/3757] lr: 2.000e-02, eta: 12:34:36, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.0191, loss: 2.0191 2020-06-25 06:52:44,861 - mmaction - INFO - Epoch [17][240/3757] lr: 2.000e-02, eta: 12:34:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5395, loss: 1.5395 2020-06-25 06:52:50,836 - mmaction - INFO - Epoch [17][260/3757] lr: 2.000e-02, eta: 12:34:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8230, loss: 1.8230 2020-06-25 06:52:56,811 - mmaction - INFO - Epoch [17][280/3757] lr: 2.000e-02, eta: 12:34:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7519, loss: 1.7519 2020-06-25 06:53:02,804 - mmaction - INFO - Epoch [17][300/3757] lr: 2.000e-02, eta: 12:33:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9693, loss: 1.9693 2020-06-25 06:53:08,762 - mmaction - INFO - Epoch [17][320/3757] lr: 2.000e-02, eta: 12:33:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8350, loss: 1.8350 2020-06-25 06:53:14,768 - mmaction - INFO - Epoch [17][340/3757] lr: 2.000e-02, eta: 12:33:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 2.0305, loss: 2.0305 2020-06-25 06:53:20,760 - mmaction - INFO - Epoch [17][360/3757] lr: 2.000e-02, eta: 12:33:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1356, loss: 2.1356 2020-06-25 06:53:26,738 - mmaction - INFO - Epoch [17][380/3757] lr: 2.000e-02, eta: 12:33:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.8834, loss: 1.8834 2020-06-25 06:53:32,711 - mmaction - INFO - Epoch [17][400/3757] lr: 2.000e-02, eta: 12:33:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0472, loss: 2.0472 2020-06-25 06:53:38,657 - mmaction - INFO - Epoch [17][420/3757] lr: 2.000e-02, eta: 12:33:02, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9125, loss: 1.9125 2020-06-25 06:53:44,647 - mmaction - INFO - Epoch [17][440/3757] lr: 2.000e-02, eta: 12:32:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3321, loss: 2.3321 2020-06-25 06:53:50,624 - mmaction - INFO - Epoch [17][460/3757] lr: 2.000e-02, eta: 12:32:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8288, loss: 1.8288 2020-06-25 06:53:56,613 - mmaction - INFO - Epoch [17][480/3757] lr: 2.000e-02, eta: 12:32:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0853, loss: 2.0853 2020-06-25 06:54:02,622 - mmaction - INFO - Epoch [17][500/3757] lr: 2.000e-02, eta: 12:32:24, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9772, loss: 1.9772 2020-06-25 06:54:08,685 - mmaction - INFO - Epoch [17][520/3757] lr: 2.000e-02, eta: 12:32:15, time: 0.303, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9298, loss: 1.9298 2020-06-25 06:54:14,650 - mmaction - INFO - Epoch [17][540/3757] lr: 2.000e-02, eta: 12:32:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.2156, loss: 2.2156 2020-06-25 06:54:20,633 - mmaction - INFO - Epoch [17][560/3757] lr: 2.000e-02, eta: 12:31:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1233, loss: 2.1233 2020-06-25 06:54:26,627 - mmaction - INFO - Epoch [17][580/3757] lr: 2.000e-02, eta: 12:31:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.9969, loss: 1.9969 2020-06-25 06:54:32,605 - mmaction - INFO - Epoch [17][600/3757] lr: 2.000e-02, eta: 12:31:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.7911, loss: 1.7911 2020-06-25 06:54:38,573 - mmaction - INFO - Epoch [17][620/3757] lr: 2.000e-02, eta: 12:31:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.2422, loss: 2.2422 2020-06-25 06:54:44,524 - mmaction - INFO - Epoch [17][640/3757] lr: 2.000e-02, eta: 12:31:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.2901, loss: 2.2901 2020-06-25 06:54:50,500 - mmaction - INFO - Epoch [17][660/3757] lr: 2.000e-02, eta: 12:31:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.8037, loss: 1.8037 2020-06-25 06:54:56,498 - mmaction - INFO - Epoch [17][680/3757] lr: 2.000e-02, eta: 12:30:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7959, loss: 1.7959 2020-06-25 06:55:02,581 - mmaction - INFO - Epoch [17][700/3757] lr: 2.000e-02, eta: 12:30:50, time: 0.304, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9160, loss: 1.9160 2020-06-25 06:55:08,553 - mmaction - INFO - Epoch [17][720/3757] lr: 2.000e-02, eta: 12:30:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 1.9910, loss: 1.9910 2020-06-25 06:55:14,532 - mmaction - INFO - Epoch [17][740/3757] lr: 2.000e-02, eta: 12:30:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8750, loss_cls: 1.6963, loss: 1.6963 2020-06-25 06:55:20,521 - mmaction - INFO - Epoch [17][760/3757] lr: 2.000e-02, eta: 12:30:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9736, loss: 1.9736 2020-06-25 06:55:26,483 - mmaction - INFO - Epoch [17][780/3757] lr: 2.000e-02, eta: 12:30:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.9486, loss: 1.9486 2020-06-25 06:55:32,465 - mmaction - INFO - Epoch [17][800/3757] lr: 2.000e-02, eta: 12:30:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.0255, loss: 2.0255 2020-06-25 06:55:38,461 - mmaction - INFO - Epoch [17][820/3757] lr: 2.000e-02, eta: 12:29:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.7832, loss: 1.7832 2020-06-25 06:55:44,410 - mmaction - INFO - Epoch [17][840/3757] lr: 2.000e-02, eta: 12:29:44, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7636, loss: 1.7636 2020-06-25 06:55:50,373 - mmaction - INFO - Epoch [17][860/3757] lr: 2.000e-02, eta: 12:29:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2876, loss: 2.2876 2020-06-25 06:55:56,361 - mmaction - INFO - Epoch [17][880/3757] lr: 2.000e-02, eta: 12:29:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.6980, loss: 1.6980 2020-06-25 06:56:02,349 - mmaction - INFO - Epoch [17][900/3757] lr: 2.000e-02, eta: 12:29:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9873, loss: 1.9873 2020-06-25 06:56:08,345 - mmaction - INFO - Epoch [17][920/3757] lr: 2.000e-02, eta: 12:29:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0811, loss: 2.0811 2020-06-25 06:56:14,339 - mmaction - INFO - Epoch [17][940/3757] lr: 2.000e-02, eta: 12:28:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8234, loss: 1.8234 2020-06-25 06:56:20,337 - mmaction - INFO - Epoch [17][960/3757] lr: 2.000e-02, eta: 12:28:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.2227, loss: 2.2227 2020-06-25 06:56:26,309 - mmaction - INFO - Epoch [17][980/3757] lr: 2.000e-02, eta: 12:28:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8795, loss: 1.8795 2020-06-25 06:56:32,277 - mmaction - INFO - Epoch [17][1000/3757] lr: 2.000e-02, eta: 12:28:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8159, loss: 1.8159 2020-06-25 06:56:38,279 - mmaction - INFO - Epoch [17][1020/3757] lr: 2.000e-02, eta: 12:28:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0029, loss: 2.0029 2020-06-25 06:56:44,276 - mmaction - INFO - Epoch [17][1040/3757] lr: 2.000e-02, eta: 12:28:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9042, loss: 1.9042 2020-06-25 06:56:50,273 - mmaction - INFO - Epoch [17][1060/3757] lr: 2.000e-02, eta: 12:28:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0580, loss: 2.0580 2020-06-25 06:56:56,278 - mmaction - INFO - Epoch [17][1080/3757] lr: 2.000e-02, eta: 12:27:52, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9554, loss: 1.9554 2020-06-25 06:57:02,263 - mmaction - INFO - Epoch [17][1100/3757] lr: 2.000e-02, eta: 12:27:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.6077, loss: 1.6077 2020-06-25 06:57:08,245 - mmaction - INFO - Epoch [17][1120/3757] lr: 2.000e-02, eta: 12:27:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8986, loss: 1.8986 2020-06-25 06:57:14,208 - mmaction - INFO - Epoch [17][1140/3757] lr: 2.000e-02, eta: 12:27:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.2080, loss: 2.2080 2020-06-25 06:57:20,211 - mmaction - INFO - Epoch [17][1160/3757] lr: 2.000e-02, eta: 12:27:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0604, loss: 2.0604 2020-06-25 06:57:26,172 - mmaction - INFO - Epoch [17][1180/3757] lr: 2.000e-02, eta: 12:27:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.7702, loss: 1.7702 2020-06-25 06:57:32,151 - mmaction - INFO - Epoch [17][1200/3757] lr: 2.000e-02, eta: 12:26:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9616, loss: 1.9616 2020-06-25 06:57:38,137 - mmaction - INFO - Epoch [17][1220/3757] lr: 2.000e-02, eta: 12:26:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.8000, loss_cls: 1.9689, loss: 1.9689 2020-06-25 06:57:44,118 - mmaction - INFO - Epoch [17][1240/3757] lr: 2.000e-02, eta: 12:26:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 2.0313, loss: 2.0313 2020-06-25 06:57:51,023 - mmaction - INFO - Epoch [17][1260/3757] lr: 2.000e-02, eta: 12:26:29, time: 0.345, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.7176, loss: 1.7176 2020-06-25 06:57:57,008 - mmaction - INFO - Epoch [17][1280/3757] lr: 2.000e-02, eta: 12:26:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8113, loss: 1.8113 2020-06-25 06:58:02,995 - mmaction - INFO - Epoch [17][1300/3757] lr: 2.000e-02, eta: 12:26:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.9328, loss: 1.9328 2020-06-25 06:58:08,997 - mmaction - INFO - Epoch [17][1320/3757] lr: 2.000e-02, eta: 12:26:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8565, loss: 1.8565 2020-06-25 06:58:14,964 - mmaction - INFO - Epoch [17][1340/3757] lr: 2.000e-02, eta: 12:25:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1555, loss: 2.1555 2020-06-25 06:58:20,932 - mmaction - INFO - Epoch [17][1360/3757] lr: 2.000e-02, eta: 12:25:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8935, loss: 1.8935 2020-06-25 06:58:26,928 - mmaction - INFO - Epoch [17][1380/3757] lr: 2.000e-02, eta: 12:25:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7762, loss: 1.7762 2020-06-25 06:58:32,940 - mmaction - INFO - Epoch [17][1400/3757] lr: 2.000e-02, eta: 12:25:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9767, loss: 1.9767 2020-06-25 06:58:38,901 - mmaction - INFO - Epoch [17][1420/3757] lr: 2.000e-02, eta: 12:25:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7750, loss_cls: 2.1706, loss: 2.1706 2020-06-25 06:58:44,903 - mmaction - INFO - Epoch [17][1440/3757] lr: 2.000e-02, eta: 12:25:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9426, loss: 1.9426 2020-06-25 06:58:50,881 - mmaction - INFO - Epoch [17][1460/3757] lr: 2.000e-02, eta: 12:24:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.8000, loss_cls: 1.9220, loss: 1.9220 2020-06-25 06:58:56,831 - mmaction - INFO - Epoch [17][1480/3757] lr: 2.000e-02, eta: 12:24:47, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8868, loss: 1.8868 2020-06-25 06:59:02,834 - mmaction - INFO - Epoch [17][1500/3757] lr: 2.000e-02, eta: 12:24:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.8375, loss_cls: 1.8766, loss: 1.8766 2020-06-25 06:59:08,821 - mmaction - INFO - Epoch [17][1520/3757] lr: 2.000e-02, eta: 12:24:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9343, loss: 1.9343 2020-06-25 06:59:14,792 - mmaction - INFO - Epoch [17][1540/3757] lr: 2.000e-02, eta: 12:24:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9913, loss: 1.9913 2020-06-25 06:59:20,789 - mmaction - INFO - Epoch [17][1560/3757] lr: 2.000e-02, eta: 12:24:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8910, loss: 1.8910 2020-06-25 06:59:26,797 - mmaction - INFO - Epoch [17][1580/3757] lr: 2.000e-02, eta: 12:24:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8650, loss: 1.8650 2020-06-25 06:59:32,789 - mmaction - INFO - Epoch [17][1600/3757] lr: 2.000e-02, eta: 12:23:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0901, loss: 2.0901 2020-06-25 06:59:38,763 - mmaction - INFO - Epoch [17][1620/3757] lr: 2.000e-02, eta: 12:23:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0364, loss: 2.0364 2020-06-25 06:59:44,747 - mmaction - INFO - Epoch [17][1640/3757] lr: 2.000e-02, eta: 12:23:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.9401, loss: 1.9401 2020-06-25 06:59:50,744 - mmaction - INFO - Epoch [17][1660/3757] lr: 2.000e-02, eta: 12:23:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8822, loss: 1.8822 2020-06-25 06:59:56,714 - mmaction - INFO - Epoch [17][1680/3757] lr: 2.000e-02, eta: 12:23:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9726, loss: 1.9726 2020-06-25 07:00:07,265 - mmaction - INFO - Epoch [17][1700/3757] lr: 2.000e-02, eta: 12:23:14, time: 0.524, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9677, loss: 1.9677 2020-06-25 07:00:13,252 - mmaction - INFO - Epoch [17][1720/3757] lr: 2.000e-02, eta: 12:23:04, time: 0.303, data_time: 0.005, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7978, loss: 1.7978 2020-06-25 07:00:19,244 - mmaction - INFO - Epoch [17][1740/3757] lr: 2.000e-02, eta: 12:22:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.1621, loss: 2.1621 2020-06-25 07:00:25,251 - mmaction - INFO - Epoch [17][1760/3757] lr: 2.000e-02, eta: 12:22:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9290, loss: 1.9290 2020-06-25 07:00:31,235 - mmaction - INFO - Epoch [17][1780/3757] lr: 2.000e-02, eta: 12:22:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3838, loss: 2.3838 2020-06-25 07:00:37,235 - mmaction - INFO - Epoch [17][1800/3757] lr: 2.000e-02, eta: 12:22:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0747, loss: 2.0747 2020-06-25 07:00:43,223 - mmaction - INFO - Epoch [17][1820/3757] lr: 2.000e-02, eta: 12:22:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2211, loss: 2.2211 2020-06-25 07:00:49,199 - mmaction - INFO - Epoch [17][1840/3757] lr: 2.000e-02, eta: 12:22:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9869, loss: 1.9869 2020-06-25 07:00:55,209 - mmaction - INFO - Epoch [17][1860/3757] lr: 2.000e-02, eta: 12:21:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 2.0129, loss: 2.0129 2020-06-25 07:01:01,201 - mmaction - INFO - Epoch [17][1880/3757] lr: 2.000e-02, eta: 12:21:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.8667, loss: 1.8667 2020-06-25 07:01:07,174 - mmaction - INFO - Epoch [17][1900/3757] lr: 2.000e-02, eta: 12:21:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0606, loss: 2.0606 2020-06-25 07:01:13,207 - mmaction - INFO - Epoch [17][1920/3757] lr: 2.000e-02, eta: 12:21:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7860, loss: 1.7860 2020-06-25 07:01:19,195 - mmaction - INFO - Epoch [17][1940/3757] lr: 2.000e-02, eta: 12:21:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.7769, loss: 1.7769 2020-06-25 07:01:25,188 - mmaction - INFO - Epoch [17][1960/3757] lr: 2.000e-02, eta: 12:21:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0747, loss: 2.0747 2020-06-25 07:01:31,167 - mmaction - INFO - Epoch [17][1980/3757] lr: 2.000e-02, eta: 12:21:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8995, loss: 1.8995 2020-06-25 07:01:37,142 - mmaction - INFO - Epoch [17][2000/3757] lr: 2.000e-02, eta: 12:20:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.8598, loss: 1.8598 2020-06-25 07:01:43,120 - mmaction - INFO - Epoch [17][2020/3757] lr: 2.000e-02, eta: 12:20:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9634, loss: 1.9634 2020-06-25 07:01:49,093 - mmaction - INFO - Epoch [17][2040/3757] lr: 2.000e-02, eta: 12:20:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.8610, loss: 1.8610 2020-06-25 07:01:55,063 - mmaction - INFO - Epoch [17][2060/3757] lr: 2.000e-02, eta: 12:20:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2373, loss: 2.2373 2020-06-25 07:02:01,070 - mmaction - INFO - Epoch [17][2080/3757] lr: 2.000e-02, eta: 12:20:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2471, loss: 2.2471 2020-06-25 07:02:07,035 - mmaction - INFO - Epoch [17][2100/3757] lr: 2.000e-02, eta: 12:20:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6974, loss: 1.6974 2020-06-25 07:02:13,036 - mmaction - INFO - Epoch [17][2120/3757] lr: 2.000e-02, eta: 12:19:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0254, loss: 2.0254 2020-06-25 07:02:19,012 - mmaction - INFO - Epoch [17][2140/3757] lr: 2.000e-02, eta: 12:19:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.9245, loss: 1.9245 2020-06-25 07:02:24,978 - mmaction - INFO - Epoch [17][2160/3757] lr: 2.000e-02, eta: 12:19:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9453, loss: 1.9453 2020-06-25 07:02:30,969 - mmaction - INFO - Epoch [17][2180/3757] lr: 2.000e-02, eta: 12:19:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9406, loss: 1.9406 2020-06-25 07:02:36,937 - mmaction - INFO - Epoch [17][2200/3757] lr: 2.000e-02, eta: 12:19:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7450, loss: 1.7450 2020-06-25 07:02:42,916 - mmaction - INFO - Epoch [17][2220/3757] lr: 2.000e-02, eta: 12:19:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9489, loss: 1.9489 2020-06-25 07:02:48,883 - mmaction - INFO - Epoch [17][2240/3757] lr: 2.000e-02, eta: 12:19:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9095, loss: 1.9095 2020-06-25 07:02:54,894 - mmaction - INFO - Epoch [17][2260/3757] lr: 2.000e-02, eta: 12:18:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9478, loss: 1.9478 2020-06-25 07:03:00,874 - mmaction - INFO - Epoch [17][2280/3757] lr: 2.000e-02, eta: 12:18:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9903, loss: 1.9903 2020-06-25 07:03:06,853 - mmaction - INFO - Epoch [17][2300/3757] lr: 2.000e-02, eta: 12:18:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9212, loss: 1.9212 2020-06-25 07:03:12,833 - mmaction - INFO - Epoch [17][2320/3757] lr: 2.000e-02, eta: 12:18:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7575, loss: 1.7575 2020-06-25 07:03:18,832 - mmaction - INFO - Epoch [17][2340/3757] lr: 2.000e-02, eta: 12:18:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.8000, loss_cls: 2.0613, loss: 2.0613 2020-06-25 07:03:24,826 - mmaction - INFO - Epoch [17][2360/3757] lr: 2.000e-02, eta: 12:18:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.0998, loss: 2.0998 2020-06-25 07:03:30,796 - mmaction - INFO - Epoch [17][2380/3757] lr: 2.000e-02, eta: 12:17:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8358, loss: 1.8358 2020-06-25 07:03:36,813 - mmaction - INFO - Epoch [17][2400/3757] lr: 2.000e-02, eta: 12:17:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8250, loss_cls: 1.7181, loss: 1.7181 2020-06-25 07:03:42,849 - mmaction - INFO - Epoch [17][2420/3757] lr: 2.000e-02, eta: 12:17:40, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8246, loss: 1.8246 2020-06-25 07:03:48,843 - mmaction - INFO - Epoch [17][2440/3757] lr: 2.000e-02, eta: 12:17:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8549, loss: 1.8549 2020-06-25 07:03:54,831 - mmaction - INFO - Epoch [17][2460/3757] lr: 2.000e-02, eta: 12:17:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.8921, loss: 1.8921 2020-06-25 07:04:00,801 - mmaction - INFO - Epoch [17][2480/3757] lr: 2.000e-02, eta: 12:17:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1509, loss: 2.1509 2020-06-25 07:04:06,785 - mmaction - INFO - Epoch [17][2500/3757] lr: 2.000e-02, eta: 12:17:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0190, loss: 2.0190 2020-06-25 07:04:12,767 - mmaction - INFO - Epoch [17][2520/3757] lr: 2.000e-02, eta: 12:16:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.1966, loss: 2.1966 2020-06-25 07:04:18,754 - mmaction - INFO - Epoch [17][2540/3757] lr: 2.000e-02, eta: 12:16:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.2226, loss: 2.2226 2020-06-25 07:04:24,729 - mmaction - INFO - Epoch [17][2560/3757] lr: 2.000e-02, eta: 12:16:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9460, loss: 1.9460 2020-06-25 07:04:30,844 - mmaction - INFO - Epoch [17][2580/3757] lr: 2.000e-02, eta: 12:16:27, time: 0.306, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1446, loss: 2.1446 2020-06-25 07:04:36,863 - mmaction - INFO - Epoch [17][2600/3757] lr: 2.000e-02, eta: 12:16:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7500, loss_cls: 2.1591, loss: 2.1591 2020-06-25 07:04:42,849 - mmaction - INFO - Epoch [17][2620/3757] lr: 2.000e-02, eta: 12:16:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.8063, loss_cls: 2.1528, loss: 2.1528 2020-06-25 07:04:48,871 - mmaction - INFO - Epoch [17][2640/3757] lr: 2.000e-02, eta: 12:15:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0518, loss: 2.0518 2020-06-25 07:04:54,852 - mmaction - INFO - Epoch [17][2660/3757] lr: 2.000e-02, eta: 12:15:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8289, loss: 1.8289 2020-06-25 07:05:00,859 - mmaction - INFO - Epoch [17][2680/3757] lr: 2.000e-02, eta: 12:15:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0391, loss: 2.0391 2020-06-25 07:05:07,432 - mmaction - INFO - Epoch [17][2700/3757] lr: 2.000e-02, eta: 12:15:33, time: 0.329, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7765, loss: 1.7765 2020-06-25 07:05:13,398 - mmaction - INFO - Epoch [17][2720/3757] lr: 2.000e-02, eta: 12:15:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0431, loss: 2.0431 2020-06-25 07:05:19,406 - mmaction - INFO - Epoch [17][2740/3757] lr: 2.000e-02, eta: 12:15:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0631, loss: 2.0631 2020-06-25 07:05:25,395 - mmaction - INFO - Epoch [17][2760/3757] lr: 2.000e-02, eta: 12:15:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8916, loss: 1.8916 2020-06-25 07:05:31,387 - mmaction - INFO - Epoch [17][2780/3757] lr: 2.000e-02, eta: 12:14:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.3027, loss: 2.3027 2020-06-25 07:05:37,350 - mmaction - INFO - Epoch [17][2800/3757] lr: 2.000e-02, eta: 12:14:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7385, loss: 1.7385 2020-06-25 07:05:43,343 - mmaction - INFO - Epoch [17][2820/3757] lr: 2.000e-02, eta: 12:14:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 2.0717, loss: 2.0717 2020-06-25 07:05:49,306 - mmaction - INFO - Epoch [17][2840/3757] lr: 2.000e-02, eta: 12:14:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0794, loss: 2.0794 2020-06-25 07:05:55,279 - mmaction - INFO - Epoch [17][2860/3757] lr: 2.000e-02, eta: 12:14:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9360, loss: 1.9360 2020-06-25 07:06:01,263 - mmaction - INFO - Epoch [17][2880/3757] lr: 2.000e-02, eta: 12:14:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1323, loss: 2.1323 2020-06-25 07:06:07,245 - mmaction - INFO - Epoch [17][2900/3757] lr: 2.000e-02, eta: 12:14:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0176, loss: 2.0176 2020-06-25 07:06:13,238 - mmaction - INFO - Epoch [17][2920/3757] lr: 2.000e-02, eta: 12:13:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.6101, loss: 1.6101 2020-06-25 07:06:19,227 - mmaction - INFO - Epoch [17][2940/3757] lr: 2.000e-02, eta: 12:13:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8249, loss: 1.8249 2020-06-25 07:06:25,185 - mmaction - INFO - Epoch [17][2960/3757] lr: 2.000e-02, eta: 12:13:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7571, loss: 1.7571 2020-06-25 07:06:31,165 - mmaction - INFO - Epoch [17][2980/3757] lr: 2.000e-02, eta: 12:13:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9253, loss: 1.9253 2020-06-25 07:06:37,167 - mmaction - INFO - Epoch [17][3000/3757] lr: 2.000e-02, eta: 12:13:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9665, loss: 1.9665 2020-06-25 07:06:43,138 - mmaction - INFO - Epoch [17][3020/3757] lr: 2.000e-02, eta: 12:13:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 2.0188, loss: 2.0188 2020-06-25 07:06:49,115 - mmaction - INFO - Epoch [17][3040/3757] lr: 2.000e-02, eta: 12:12:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3710, loss: 2.3710 2020-06-25 07:06:55,100 - mmaction - INFO - Epoch [17][3060/3757] lr: 2.000e-02, eta: 12:12:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.8196, loss: 1.8196 2020-06-25 07:07:01,077 - mmaction - INFO - Epoch [17][3080/3757] lr: 2.000e-02, eta: 12:12:38, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8815, loss: 1.8815 2020-06-25 07:07:07,073 - mmaction - INFO - Epoch [17][3100/3757] lr: 2.000e-02, eta: 12:12:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.7547, loss: 1.7547 2020-06-25 07:07:13,059 - mmaction - INFO - Epoch [17][3120/3757] lr: 2.000e-02, eta: 12:12:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 2.0067, loss: 2.0067 2020-06-25 07:07:19,023 - mmaction - INFO - Epoch [17][3140/3757] lr: 2.000e-02, eta: 12:12:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1657, loss: 2.1657 2020-06-25 07:07:25,009 - mmaction - INFO - Epoch [17][3160/3757] lr: 2.000e-02, eta: 12:12:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8294, loss: 1.8294 2020-06-25 07:07:30,984 - mmaction - INFO - Epoch [17][3180/3757] lr: 2.000e-02, eta: 12:11:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0720, loss: 2.0720 2020-06-25 07:07:36,966 - mmaction - INFO - Epoch [17][3200/3757] lr: 2.000e-02, eta: 12:11:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1809, loss: 2.1809 2020-06-25 07:07:42,954 - mmaction - INFO - Epoch [17][3220/3757] lr: 2.000e-02, eta: 12:11:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0363, loss: 2.0363 2020-06-25 07:07:48,974 - mmaction - INFO - Epoch [17][3240/3757] lr: 2.000e-02, eta: 12:11:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.9488, loss: 1.9488 2020-06-25 07:07:54,968 - mmaction - INFO - Epoch [17][3260/3757] lr: 2.000e-02, eta: 12:11:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9203, loss: 1.9203 2020-06-25 07:08:00,954 - mmaction - INFO - Epoch [17][3280/3757] lr: 2.000e-02, eta: 12:11:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.0697, loss: 2.0697 2020-06-25 07:08:06,925 - mmaction - INFO - Epoch [17][3300/3757] lr: 2.000e-02, eta: 12:10:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8985, loss: 1.8985 2020-06-25 07:08:12,912 - mmaction - INFO - Epoch [17][3320/3757] lr: 2.000e-02, eta: 12:10:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.9839, loss: 1.9839 2020-06-25 07:08:18,880 - mmaction - INFO - Epoch [17][3340/3757] lr: 2.000e-02, eta: 12:10:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1310, loss: 2.1310 2020-06-25 07:08:24,843 - mmaction - INFO - Epoch [17][3360/3757] lr: 2.000e-02, eta: 12:10:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9589, loss: 1.9589 2020-06-25 07:08:30,798 - mmaction - INFO - Epoch [17][3380/3757] lr: 2.000e-02, eta: 12:10:21, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8778, loss: 1.8778 2020-06-25 07:08:36,780 - mmaction - INFO - Epoch [17][3400/3757] lr: 2.000e-02, eta: 12:10:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1417, loss: 2.1417 2020-06-25 07:08:42,752 - mmaction - INFO - Epoch [17][3420/3757] lr: 2.000e-02, eta: 12:10:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7923, loss: 1.7923 2020-06-25 07:08:48,738 - mmaction - INFO - Epoch [17][3440/3757] lr: 2.000e-02, eta: 12:09:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9318, loss: 1.9318 2020-06-25 07:08:54,719 - mmaction - INFO - Epoch [17][3460/3757] lr: 2.000e-02, eta: 12:09:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.0623, loss: 2.0623 2020-06-25 07:09:00,702 - mmaction - INFO - Epoch [17][3480/3757] lr: 2.000e-02, eta: 12:09:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1744, loss: 2.1744 2020-06-25 07:09:06,678 - mmaction - INFO - Epoch [17][3500/3757] lr: 2.000e-02, eta: 12:09:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.8839, loss: 1.8839 2020-06-25 07:09:12,650 - mmaction - INFO - Epoch [17][3520/3757] lr: 2.000e-02, eta: 12:09:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3429, loss: 2.3429 2020-06-25 07:09:18,638 - mmaction - INFO - Epoch [17][3540/3757] lr: 2.000e-02, eta: 12:09:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1719, loss: 2.1719 2020-06-25 07:09:24,616 - mmaction - INFO - Epoch [17][3560/3757] lr: 2.000e-02, eta: 12:08:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0647, loss: 2.0647 2020-06-25 07:09:30,576 - mmaction - INFO - Epoch [17][3580/3757] lr: 2.000e-02, eta: 12:08:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9624, loss: 1.9624 2020-06-25 07:09:36,564 - mmaction - INFO - Epoch [17][3600/3757] lr: 2.000e-02, eta: 12:08:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9147, loss: 1.9147 2020-06-25 07:09:42,549 - mmaction - INFO - Epoch [17][3620/3757] lr: 2.000e-02, eta: 12:08:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.9656, loss: 1.9656 2020-06-25 07:09:48,524 - mmaction - INFO - Epoch [17][3640/3757] lr: 2.000e-02, eta: 12:08:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0092, loss: 2.0092 2020-06-25 07:09:54,519 - mmaction - INFO - Epoch [17][3660/3757] lr: 2.000e-02, eta: 12:08:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9554, loss: 1.9554 2020-06-25 07:10:00,472 - mmaction - INFO - Epoch [17][3680/3757] lr: 2.000e-02, eta: 12:08:04, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1239, loss: 2.1239 2020-06-25 07:10:06,427 - mmaction - INFO - Epoch [17][3700/3757] lr: 2.000e-02, eta: 12:07:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0903, loss: 2.0903 2020-06-25 07:10:12,434 - mmaction - INFO - Epoch [17][3720/3757] lr: 2.000e-02, eta: 12:07:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8193, loss: 1.8193 2020-06-25 07:10:18,382 - mmaction - INFO - Epoch [17][3740/3757] lr: 2.000e-02, eta: 12:07:37, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7189, loss: 1.7189 2020-06-25 07:13:15,924 - mmaction - INFO - Epoch [18][20/3757] lr: 2.000e-02, eta: 12:12:21, time: 8.301, data_time: 7.904, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0734, loss: 2.0734 2020-06-25 07:13:21,990 - mmaction - INFO - Epoch [18][40/3757] lr: 2.000e-02, eta: 12:12:12, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8187, loss_cls: 1.7488, loss: 1.7488 2020-06-25 07:13:28,193 - mmaction - INFO - Epoch [18][60/3757] lr: 2.000e-02, eta: 12:12:03, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.6612, loss: 1.6612 2020-06-25 07:13:34,205 - mmaction - INFO - Epoch [18][80/3757] lr: 2.000e-02, eta: 12:11:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7487, loss: 1.7487 2020-06-25 07:13:40,179 - mmaction - INFO - Epoch [18][100/3757] lr: 2.000e-02, eta: 12:11:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9758, loss: 1.9758 2020-06-25 07:13:46,160 - mmaction - INFO - Epoch [18][120/3757] lr: 2.000e-02, eta: 12:11:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9033, loss: 1.9033 2020-06-25 07:13:52,130 - mmaction - INFO - Epoch [18][140/3757] lr: 2.000e-02, eta: 12:11:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8019, loss: 1.8019 2020-06-25 07:13:58,117 - mmaction - INFO - Epoch [18][160/3757] lr: 2.000e-02, eta: 12:11:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9744, loss: 1.9744 2020-06-25 07:14:04,107 - mmaction - INFO - Epoch [18][180/3757] lr: 2.000e-02, eta: 12:11:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.0649, loss: 2.0649 2020-06-25 07:14:10,113 - mmaction - INFO - Epoch [18][200/3757] lr: 2.000e-02, eta: 12:10:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0519, loss: 2.0519 2020-06-25 07:14:16,086 - mmaction - INFO - Epoch [18][220/3757] lr: 2.000e-02, eta: 12:10:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8425, loss: 1.8425 2020-06-25 07:14:22,060 - mmaction - INFO - Epoch [18][240/3757] lr: 2.000e-02, eta: 12:10:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8558, loss: 1.8558 2020-06-25 07:14:28,048 - mmaction - INFO - Epoch [18][260/3757] lr: 2.000e-02, eta: 12:10:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7188, loss_cls: 1.9928, loss: 1.9928 2020-06-25 07:14:34,012 - mmaction - INFO - Epoch [18][280/3757] lr: 2.000e-02, eta: 12:10:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.7389, loss: 1.7389 2020-06-25 07:14:40,019 - mmaction - INFO - Epoch [18][300/3757] lr: 2.000e-02, eta: 12:10:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7740, loss: 1.7740 2020-06-25 07:14:45,992 - mmaction - INFO - Epoch [18][320/3757] lr: 2.000e-02, eta: 12:10:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9183, loss: 1.9183 2020-06-25 07:14:51,974 - mmaction - INFO - Epoch [18][340/3757] lr: 2.000e-02, eta: 12:09:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7312, loss_cls: 1.8797, loss: 1.8797 2020-06-25 07:14:57,997 - mmaction - INFO - Epoch [18][360/3757] lr: 2.000e-02, eta: 12:09:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 1.9902, loss: 1.9902 2020-06-25 07:15:04,193 - mmaction - INFO - Epoch [18][380/3757] lr: 2.000e-02, eta: 12:09:36, time: 0.310, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0292, loss: 2.0292 2020-06-25 07:15:10,196 - mmaction - INFO - Epoch [18][400/3757] lr: 2.000e-02, eta: 12:09:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7234, loss: 1.7234 2020-06-25 07:15:16,173 - mmaction - INFO - Epoch [18][420/3757] lr: 2.000e-02, eta: 12:09:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2350, loss: 2.2350 2020-06-25 07:15:22,167 - mmaction - INFO - Epoch [18][440/3757] lr: 2.000e-02, eta: 12:09:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8461, loss: 1.8461 2020-06-25 07:15:28,171 - mmaction - INFO - Epoch [18][460/3757] lr: 2.000e-02, eta: 12:08:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1106, loss: 2.1106 2020-06-25 07:15:34,163 - mmaction - INFO - Epoch [18][480/3757] lr: 2.000e-02, eta: 12:08:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8677, loss: 1.8677 2020-06-25 07:15:40,148 - mmaction - INFO - Epoch [18][500/3757] lr: 2.000e-02, eta: 12:08:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8262, loss: 1.8262 2020-06-25 07:15:46,122 - mmaction - INFO - Epoch [18][520/3757] lr: 2.000e-02, eta: 12:08:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8187, loss_cls: 1.8728, loss: 1.8728 2020-06-25 07:15:52,119 - mmaction - INFO - Epoch [18][540/3757] lr: 2.000e-02, eta: 12:08:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8064, loss: 1.8064 2020-06-25 07:15:58,087 - mmaction - INFO - Epoch [18][560/3757] lr: 2.000e-02, eta: 12:08:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0109, loss: 2.0109 2020-06-25 07:16:04,093 - mmaction - INFO - Epoch [18][580/3757] lr: 2.000e-02, eta: 12:08:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.8259, loss: 1.8259 2020-06-25 07:16:10,085 - mmaction - INFO - Epoch [18][600/3757] lr: 2.000e-02, eta: 12:07:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9224, loss: 1.9224 2020-06-25 07:16:16,045 - mmaction - INFO - Epoch [18][620/3757] lr: 2.000e-02, eta: 12:07:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0780, loss: 2.0780 2020-06-25 07:16:22,007 - mmaction - INFO - Epoch [18][640/3757] lr: 2.000e-02, eta: 12:07:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1633, loss: 2.1633 2020-06-25 07:16:28,013 - mmaction - INFO - Epoch [18][660/3757] lr: 2.000e-02, eta: 12:07:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7188, loss_cls: 2.0467, loss: 2.0467 2020-06-25 07:16:34,032 - mmaction - INFO - Epoch [18][680/3757] lr: 2.000e-02, eta: 12:07:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8250, loss_cls: 1.8741, loss: 1.8741 2020-06-25 07:16:40,037 - mmaction - INFO - Epoch [18][700/3757] lr: 2.000e-02, eta: 12:07:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9601, loss: 1.9601 2020-06-25 07:16:46,024 - mmaction - INFO - Epoch [18][720/3757] lr: 2.000e-02, eta: 12:07:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8715, loss: 1.8715 2020-06-25 07:16:52,021 - mmaction - INFO - Epoch [18][740/3757] lr: 2.000e-02, eta: 12:06:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.8238, loss: 1.8238 2020-06-25 07:16:58,038 - mmaction - INFO - Epoch [18][760/3757] lr: 2.000e-02, eta: 12:06:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9596, loss: 1.9596 2020-06-25 07:17:04,026 - mmaction - INFO - Epoch [18][780/3757] lr: 2.000e-02, eta: 12:06:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.5386, loss: 1.5386 2020-06-25 07:17:10,015 - mmaction - INFO - Epoch [18][800/3757] lr: 2.000e-02, eta: 12:06:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0827, loss: 2.0827 2020-06-25 07:17:16,025 - mmaction - INFO - Epoch [18][820/3757] lr: 2.000e-02, eta: 12:06:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9771, loss: 1.9771 2020-06-25 07:17:22,018 - mmaction - INFO - Epoch [18][840/3757] lr: 2.000e-02, eta: 12:06:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3596, loss: 2.3596 2020-06-25 07:17:28,025 - mmaction - INFO - Epoch [18][860/3757] lr: 2.000e-02, eta: 12:05:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1109, loss: 2.1109 2020-06-25 07:17:34,029 - mmaction - INFO - Epoch [18][880/3757] lr: 2.000e-02, eta: 12:05:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1381, loss: 2.1381 2020-06-25 07:17:40,008 - mmaction - INFO - Epoch [18][900/3757] lr: 2.000e-02, eta: 12:05:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.8685, loss: 1.8685 2020-06-25 07:17:46,028 - mmaction - INFO - Epoch [18][920/3757] lr: 2.000e-02, eta: 12:05:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9891, loss: 1.9891 2020-06-25 07:17:52,020 - mmaction - INFO - Epoch [18][940/3757] lr: 2.000e-02, eta: 12:05:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.7902, loss: 1.7902 2020-06-25 07:17:58,014 - mmaction - INFO - Epoch [18][960/3757] lr: 2.000e-02, eta: 12:05:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9736, loss: 1.9736 2020-06-25 07:18:03,977 - mmaction - INFO - Epoch [18][980/3757] lr: 2.000e-02, eta: 12:05:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1233, loss: 2.1233 2020-06-25 07:18:09,964 - mmaction - INFO - Epoch [18][1000/3757] lr: 2.000e-02, eta: 12:04:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0596, loss: 2.0596 2020-06-25 07:18:15,961 - mmaction - INFO - Epoch [18][1020/3757] lr: 2.000e-02, eta: 12:04:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9192, loss: 1.9192 2020-06-25 07:18:21,962 - mmaction - INFO - Epoch [18][1040/3757] lr: 2.000e-02, eta: 12:04:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2500, loss: 2.2500 2020-06-25 07:18:27,938 - mmaction - INFO - Epoch [18][1060/3757] lr: 2.000e-02, eta: 12:04:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.9209, loss: 1.9209 2020-06-25 07:18:33,923 - mmaction - INFO - Epoch [18][1080/3757] lr: 2.000e-02, eta: 12:04:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2089, loss: 2.2089 2020-06-25 07:18:39,917 - mmaction - INFO - Epoch [18][1100/3757] lr: 2.000e-02, eta: 12:04:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.1715, loss: 2.1715 2020-06-25 07:18:45,864 - mmaction - INFO - Epoch [18][1120/3757] lr: 2.000e-02, eta: 12:03:57, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9922, loss: 1.9922 2020-06-25 07:18:51,855 - mmaction - INFO - Epoch [18][1140/3757] lr: 2.000e-02, eta: 12:03:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6063, loss: 1.6063 2020-06-25 07:18:57,820 - mmaction - INFO - Epoch [18][1160/3757] lr: 2.000e-02, eta: 12:03:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.8445, loss: 1.8445 2020-06-25 07:19:03,826 - mmaction - INFO - Epoch [18][1180/3757] lr: 2.000e-02, eta: 12:03:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1136, loss: 2.1136 2020-06-25 07:19:09,832 - mmaction - INFO - Epoch [18][1200/3757] lr: 2.000e-02, eta: 12:03:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.1637, loss: 2.1637 2020-06-25 07:19:15,829 - mmaction - INFO - Epoch [18][1220/3757] lr: 2.000e-02, eta: 12:03:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9957, loss: 1.9957 2020-06-25 07:19:21,822 - mmaction - INFO - Epoch [18][1240/3757] lr: 2.000e-02, eta: 12:03:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1146, loss: 2.1146 2020-06-25 07:19:29,420 - mmaction - INFO - Epoch [18][1260/3757] lr: 2.000e-02, eta: 12:02:57, time: 0.379, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9442, loss: 1.9442 2020-06-25 07:19:35,402 - mmaction - INFO - Epoch [18][1280/3757] lr: 2.000e-02, eta: 12:02:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9054, loss: 1.9054 2020-06-25 07:19:41,382 - mmaction - INFO - Epoch [18][1300/3757] lr: 2.000e-02, eta: 12:02:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7594, loss: 1.7594 2020-06-25 07:19:47,367 - mmaction - INFO - Epoch [18][1320/3757] lr: 2.000e-02, eta: 12:02:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.0915, loss: 2.0915 2020-06-25 07:19:53,326 - mmaction - INFO - Epoch [18][1340/3757] lr: 2.000e-02, eta: 12:02:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.2772, loss: 2.2772 2020-06-25 07:19:59,310 - mmaction - INFO - Epoch [18][1360/3757] lr: 2.000e-02, eta: 12:02:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2559, loss: 2.2559 2020-06-25 07:20:05,952 - mmaction - INFO - Epoch [18][1380/3757] lr: 2.000e-02, eta: 12:02:03, time: 0.332, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0151, loss: 2.0151 2020-06-25 07:20:11,913 - mmaction - INFO - Epoch [18][1400/3757] lr: 2.000e-02, eta: 12:01:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.1999, loss: 2.1999 2020-06-25 07:20:17,891 - mmaction - INFO - Epoch [18][1420/3757] lr: 2.000e-02, eta: 12:01:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.9185, loss: 1.9185 2020-06-25 07:20:26,002 - mmaction - INFO - Epoch [18][1440/3757] lr: 2.000e-02, eta: 12:01:40, time: 0.405, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8037, loss: 1.8037 2020-06-25 07:20:31,994 - mmaction - INFO - Epoch [18][1460/3757] lr: 2.000e-02, eta: 12:01:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8723, loss: 1.8723 2020-06-25 07:20:37,955 - mmaction - INFO - Epoch [18][1480/3757] lr: 2.000e-02, eta: 12:01:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1005, loss: 2.1005 2020-06-25 07:20:43,934 - mmaction - INFO - Epoch [18][1500/3757] lr: 2.000e-02, eta: 12:01:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8313, loss_cls: 1.7401, loss: 1.7401 2020-06-25 07:20:49,904 - mmaction - INFO - Epoch [18][1520/3757] lr: 2.000e-02, eta: 12:01:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.0467, loss: 2.0467 2020-06-25 07:20:55,866 - mmaction - INFO - Epoch [18][1540/3757] lr: 2.000e-02, eta: 12:00:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9661, loss: 1.9661 2020-06-25 07:21:01,866 - mmaction - INFO - Epoch [18][1560/3757] lr: 2.000e-02, eta: 12:00:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9090, loss: 1.9090 2020-06-25 07:21:07,849 - mmaction - INFO - Epoch [18][1580/3757] lr: 2.000e-02, eta: 12:00:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7755, loss: 1.7755 2020-06-25 07:21:13,810 - mmaction - INFO - Epoch [18][1600/3757] lr: 2.000e-02, eta: 12:00:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9411, loss: 1.9411 2020-06-25 07:21:19,798 - mmaction - INFO - Epoch [18][1620/3757] lr: 2.000e-02, eta: 12:00:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9774, loss: 1.9774 2020-06-25 07:21:25,789 - mmaction - INFO - Epoch [18][1640/3757] lr: 2.000e-02, eta: 12:00:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9426, loss: 1.9426 2020-06-25 07:21:31,767 - mmaction - INFO - Epoch [18][1660/3757] lr: 2.000e-02, eta: 12:00:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 2.0200, loss: 2.0200 2020-06-25 07:21:37,738 - mmaction - INFO - Epoch [18][1680/3757] lr: 2.000e-02, eta: 11:59:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.8732, loss: 1.8732 2020-06-25 07:21:43,741 - mmaction - INFO - Epoch [18][1700/3757] lr: 2.000e-02, eta: 11:59:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.9010, loss: 1.9010 2020-06-25 07:21:49,713 - mmaction - INFO - Epoch [18][1720/3757] lr: 2.000e-02, eta: 11:59:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9216, loss: 1.9216 2020-06-25 07:21:55,696 - mmaction - INFO - Epoch [18][1740/3757] lr: 2.000e-02, eta: 11:59:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.7799, loss: 1.7799 2020-06-25 07:22:01,682 - mmaction - INFO - Epoch [18][1760/3757] lr: 2.000e-02, eta: 11:59:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.0381, loss: 2.0381 2020-06-25 07:22:07,656 - mmaction - INFO - Epoch [18][1780/3757] lr: 2.000e-02, eta: 11:59:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0865, loss: 2.0865 2020-06-25 07:22:13,613 - mmaction - INFO - Epoch [18][1800/3757] lr: 2.000e-02, eta: 11:58:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 2.0181, loss: 2.0181 2020-06-25 07:22:19,599 - mmaction - INFO - Epoch [18][1820/3757] lr: 2.000e-02, eta: 11:58:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0946, loss: 2.0946 2020-06-25 07:22:25,588 - mmaction - INFO - Epoch [18][1840/3757] lr: 2.000e-02, eta: 11:58:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.8807, loss: 1.8807 2020-06-25 07:22:31,612 - mmaction - INFO - Epoch [18][1860/3757] lr: 2.000e-02, eta: 11:58:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7907, loss: 1.7907 2020-06-25 07:22:37,600 - mmaction - INFO - Epoch [18][1880/3757] lr: 2.000e-02, eta: 11:58:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2219, loss: 2.2219 2020-06-25 07:22:43,608 - mmaction - INFO - Epoch [18][1900/3757] lr: 2.000e-02, eta: 11:58:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8400, loss: 1.8400 2020-06-25 07:22:49,596 - mmaction - INFO - Epoch [18][1920/3757] lr: 2.000e-02, eta: 11:58:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9071, loss: 1.9071 2020-06-25 07:22:55,584 - mmaction - INFO - Epoch [18][1940/3757] lr: 2.000e-02, eta: 11:57:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.7521, loss: 1.7521 2020-06-25 07:23:01,595 - mmaction - INFO - Epoch [18][1960/3757] lr: 2.000e-02, eta: 11:57:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9498, loss: 1.9498 2020-06-25 07:23:07,574 - mmaction - INFO - Epoch [18][1980/3757] lr: 2.000e-02, eta: 11:57:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 2.0224, loss: 2.0224 2020-06-25 07:23:13,571 - mmaction - INFO - Epoch [18][2000/3757] lr: 2.000e-02, eta: 11:57:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2314, loss: 2.2314 2020-06-25 07:23:19,557 - mmaction - INFO - Epoch [18][2020/3757] lr: 2.000e-02, eta: 11:57:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.1177, loss: 2.1177 2020-06-25 07:23:25,555 - mmaction - INFO - Epoch [18][2040/3757] lr: 2.000e-02, eta: 11:57:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0051, loss: 2.0051 2020-06-25 07:23:31,504 - mmaction - INFO - Epoch [18][2060/3757] lr: 2.000e-02, eta: 11:56:59, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.7871, loss: 1.7871 2020-06-25 07:23:37,537 - mmaction - INFO - Epoch [18][2080/3757] lr: 2.000e-02, eta: 11:56:50, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8187, loss_cls: 1.8877, loss: 1.8877 2020-06-25 07:23:43,556 - mmaction - INFO - Epoch [18][2100/3757] lr: 2.000e-02, eta: 11:56:41, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.9121, loss: 1.9121 2020-06-25 07:23:49,565 - mmaction - INFO - Epoch [18][2120/3757] lr: 2.000e-02, eta: 11:56:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8250, loss_cls: 1.7578, loss: 1.7578 2020-06-25 07:23:55,548 - mmaction - INFO - Epoch [18][2140/3757] lr: 2.000e-02, eta: 11:56:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0977, loss: 2.0977 2020-06-25 07:24:01,546 - mmaction - INFO - Epoch [18][2160/3757] lr: 2.000e-02, eta: 11:56:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8460, loss: 1.8460 2020-06-25 07:24:07,520 - mmaction - INFO - Epoch [18][2180/3757] lr: 2.000e-02, eta: 11:56:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8329, loss: 1.8329 2020-06-25 07:24:13,509 - mmaction - INFO - Epoch [18][2200/3757] lr: 2.000e-02, eta: 11:55:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.7735, loss: 1.7735 2020-06-25 07:24:19,469 - mmaction - INFO - Epoch [18][2220/3757] lr: 2.000e-02, eta: 11:55:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.8892, loss: 1.8892 2020-06-25 07:24:25,476 - mmaction - INFO - Epoch [18][2240/3757] lr: 2.000e-02, eta: 11:55:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9465, loss: 1.9465 2020-06-25 07:24:31,442 - mmaction - INFO - Epoch [18][2260/3757] lr: 2.000e-02, eta: 11:55:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0340, loss: 2.0340 2020-06-25 07:24:37,450 - mmaction - INFO - Epoch [18][2280/3757] lr: 2.000e-02, eta: 11:55:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9347, loss: 1.9347 2020-06-25 07:24:43,461 - mmaction - INFO - Epoch [18][2300/3757] lr: 2.000e-02, eta: 11:55:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9477, loss: 1.9477 2020-06-25 07:24:49,468 - mmaction - INFO - Epoch [18][2320/3757] lr: 2.000e-02, eta: 11:55:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8128, loss: 1.8128 2020-06-25 07:24:55,435 - mmaction - INFO - Epoch [18][2340/3757] lr: 2.000e-02, eta: 11:54:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8768, loss: 1.8768 2020-06-25 07:25:01,419 - mmaction - INFO - Epoch [18][2360/3757] lr: 2.000e-02, eta: 11:54:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.8485, loss: 1.8485 2020-06-25 07:25:07,967 - mmaction - INFO - Epoch [18][2380/3757] lr: 2.000e-02, eta: 11:54:36, time: 0.327, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8484, loss: 1.8484 2020-06-25 07:25:13,965 - mmaction - INFO - Epoch [18][2400/3757] lr: 2.000e-02, eta: 11:54:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.1245, loss: 2.1245 2020-06-25 07:25:19,959 - mmaction - INFO - Epoch [18][2420/3757] lr: 2.000e-02, eta: 11:54:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.7812, loss_cls: 1.8773, loss: 1.8773 2020-06-25 07:25:25,973 - mmaction - INFO - Epoch [18][2440/3757] lr: 2.000e-02, eta: 11:54:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9099, loss: 1.9099 2020-06-25 07:25:31,960 - mmaction - INFO - Epoch [18][2460/3757] lr: 2.000e-02, eta: 11:54:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1997, loss: 2.1997 2020-06-25 07:25:37,942 - mmaction - INFO - Epoch [18][2480/3757] lr: 2.000e-02, eta: 11:53:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9654, loss: 1.9654 2020-06-25 07:25:43,920 - mmaction - INFO - Epoch [18][2500/3757] lr: 2.000e-02, eta: 11:53:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8682, loss: 1.8682 2020-06-25 07:25:49,879 - mmaction - INFO - Epoch [18][2520/3757] lr: 2.000e-02, eta: 11:53:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7688, loss_cls: 2.1552, loss: 2.1552 2020-06-25 07:25:55,875 - mmaction - INFO - Epoch [18][2540/3757] lr: 2.000e-02, eta: 11:53:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9105, loss: 1.9105 2020-06-25 07:26:01,851 - mmaction - INFO - Epoch [18][2560/3757] lr: 2.000e-02, eta: 11:53:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 2.0559, loss: 2.0559 2020-06-25 07:26:07,809 - mmaction - INFO - Epoch [18][2580/3757] lr: 2.000e-02, eta: 11:53:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.1427, loss: 2.1427 2020-06-25 07:26:13,789 - mmaction - INFO - Epoch [18][2600/3757] lr: 2.000e-02, eta: 11:52:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0160, loss: 2.0160 2020-06-25 07:26:19,784 - mmaction - INFO - Epoch [18][2620/3757] lr: 2.000e-02, eta: 11:52:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8103, loss: 1.8103 2020-06-25 07:26:25,760 - mmaction - INFO - Epoch [18][2640/3757] lr: 2.000e-02, eta: 11:52:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0719, loss: 2.0719 2020-06-25 07:26:31,737 - mmaction - INFO - Epoch [18][2660/3757] lr: 2.000e-02, eta: 11:52:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.1214, loss: 2.1214 2020-06-25 07:26:37,709 - mmaction - INFO - Epoch [18][2680/3757] lr: 2.000e-02, eta: 11:52:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7563, loss: 1.7563 2020-06-25 07:26:43,662 - mmaction - INFO - Epoch [18][2700/3757] lr: 2.000e-02, eta: 11:52:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 2.0153, loss: 2.0153 2020-06-25 07:26:49,642 - mmaction - INFO - Epoch [18][2720/3757] lr: 2.000e-02, eta: 11:52:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 1.9813, loss: 1.9813 2020-06-25 07:26:55,615 - mmaction - INFO - Epoch [18][2740/3757] lr: 2.000e-02, eta: 11:51:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.6772, loss: 1.6772 2020-06-25 07:27:01,569 - mmaction - INFO - Epoch [18][2760/3757] lr: 2.000e-02, eta: 11:51:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9863, loss: 1.9863 2020-06-25 07:27:07,534 - mmaction - INFO - Epoch [18][2780/3757] lr: 2.000e-02, eta: 11:51:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0308, loss: 2.0308 2020-06-25 07:27:13,506 - mmaction - INFO - Epoch [18][2800/3757] lr: 2.000e-02, eta: 11:51:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.9420, loss: 1.9420 2020-06-25 07:27:19,494 - mmaction - INFO - Epoch [18][2820/3757] lr: 2.000e-02, eta: 11:51:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8831, loss: 1.8831 2020-06-25 07:27:25,514 - mmaction - INFO - Epoch [18][2840/3757] lr: 2.000e-02, eta: 11:51:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9128, loss: 1.9128 2020-06-25 07:27:31,510 - mmaction - INFO - Epoch [18][2860/3757] lr: 2.000e-02, eta: 11:51:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0557, loss: 2.0557 2020-06-25 07:27:37,506 - mmaction - INFO - Epoch [18][2880/3757] lr: 2.000e-02, eta: 11:50:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0754, loss: 2.0754 2020-06-25 07:27:43,512 - mmaction - INFO - Epoch [18][2900/3757] lr: 2.000e-02, eta: 11:50:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9845, loss: 1.9845 2020-06-25 07:27:49,504 - mmaction - INFO - Epoch [18][2920/3757] lr: 2.000e-02, eta: 11:50:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.8470, loss: 1.8470 2020-06-25 07:27:55,522 - mmaction - INFO - Epoch [18][2940/3757] lr: 2.000e-02, eta: 11:50:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0495, loss: 2.0495 2020-06-25 07:28:01,509 - mmaction - INFO - Epoch [18][2960/3757] lr: 2.000e-02, eta: 11:50:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.9165, loss: 1.9165 2020-06-25 07:28:07,471 - mmaction - INFO - Epoch [18][2980/3757] lr: 2.000e-02, eta: 11:50:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9067, loss: 1.9067 2020-06-25 07:28:13,457 - mmaction - INFO - Epoch [18][3000/3757] lr: 2.000e-02, eta: 11:49:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.8000, loss_cls: 2.0124, loss: 2.0124 2020-06-25 07:28:19,440 - mmaction - INFO - Epoch [18][3020/3757] lr: 2.000e-02, eta: 11:49:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8313, loss_cls: 1.9041, loss: 1.9041 2020-06-25 07:28:25,435 - mmaction - INFO - Epoch [18][3040/3757] lr: 2.000e-02, eta: 11:49:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.7781, loss: 1.7781 2020-06-25 07:28:31,429 - mmaction - INFO - Epoch [18][3060/3757] lr: 2.000e-02, eta: 11:49:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9105, loss: 1.9105 2020-06-25 07:28:37,410 - mmaction - INFO - Epoch [18][3080/3757] lr: 2.000e-02, eta: 11:49:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.7971, loss: 1.7971 2020-06-25 07:28:43,417 - mmaction - INFO - Epoch [18][3100/3757] lr: 2.000e-02, eta: 11:49:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 2.0373, loss: 2.0373 2020-06-25 07:28:49,371 - mmaction - INFO - Epoch [18][3120/3757] lr: 2.000e-02, eta: 11:49:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9252, loss: 1.9252 2020-06-25 07:28:55,362 - mmaction - INFO - Epoch [18][3140/3757] lr: 2.000e-02, eta: 11:48:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.2068, loss: 2.2068 2020-06-25 07:29:01,402 - mmaction - INFO - Epoch [18][3160/3757] lr: 2.000e-02, eta: 11:48:46, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1126, loss: 2.1126 2020-06-25 07:29:07,381 - mmaction - INFO - Epoch [18][3180/3757] lr: 2.000e-02, eta: 11:48:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1928, loss: 2.1928 2020-06-25 07:29:13,357 - mmaction - INFO - Epoch [18][3200/3757] lr: 2.000e-02, eta: 11:48:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8675, loss: 1.8675 2020-06-25 07:29:19,311 - mmaction - INFO - Epoch [18][3220/3757] lr: 2.000e-02, eta: 11:48:19, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0713, loss: 2.0713 2020-06-25 07:29:25,266 - mmaction - INFO - Epoch [18][3240/3757] lr: 2.000e-02, eta: 11:48:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1748, loss: 2.1748 2020-06-25 07:29:31,249 - mmaction - INFO - Epoch [18][3260/3757] lr: 2.000e-02, eta: 11:48:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0723, loss: 2.0723 2020-06-25 07:29:37,228 - mmaction - INFO - Epoch [18][3280/3757] lr: 2.000e-02, eta: 11:47:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9077, loss: 1.9077 2020-06-25 07:29:43,219 - mmaction - INFO - Epoch [18][3300/3757] lr: 2.000e-02, eta: 11:47:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 2.0088, loss: 2.0088 2020-06-25 07:29:49,198 - mmaction - INFO - Epoch [18][3320/3757] lr: 2.000e-02, eta: 11:47:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0790, loss: 2.0790 2020-06-25 07:29:55,157 - mmaction - INFO - Epoch [18][3340/3757] lr: 2.000e-02, eta: 11:47:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9429, loss: 1.9429 2020-06-25 07:30:01,128 - mmaction - INFO - Epoch [18][3360/3757] lr: 2.000e-02, eta: 11:47:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0927, loss: 2.0927 2020-06-25 07:30:07,126 - mmaction - INFO - Epoch [18][3380/3757] lr: 2.000e-02, eta: 11:47:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7218, loss: 1.7218 2020-06-25 07:30:13,091 - mmaction - INFO - Epoch [18][3400/3757] lr: 2.000e-02, eta: 11:46:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8438, loss_cls: 1.7704, loss: 1.7704 2020-06-25 07:30:19,052 - mmaction - INFO - Epoch [18][3420/3757] lr: 2.000e-02, eta: 11:46:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9562, loss: 1.9562 2020-06-25 07:30:25,040 - mmaction - INFO - Epoch [18][3440/3757] lr: 2.000e-02, eta: 11:46:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2464, loss: 2.2464 2020-06-25 07:30:31,037 - mmaction - INFO - Epoch [18][3460/3757] lr: 2.000e-02, eta: 11:46:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.1812, loss: 2.1812 2020-06-25 07:30:37,021 - mmaction - INFO - Epoch [18][3480/3757] lr: 2.000e-02, eta: 11:46:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8125, loss_cls: 1.9390, loss: 1.9390 2020-06-25 07:30:42,975 - mmaction - INFO - Epoch [18][3500/3757] lr: 2.000e-02, eta: 11:46:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7421, loss: 1.7421 2020-06-25 07:30:48,949 - mmaction - INFO - Epoch [18][3520/3757] lr: 2.000e-02, eta: 11:46:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.0857, loss: 2.0857 2020-06-25 07:30:54,922 - mmaction - INFO - Epoch [18][3540/3757] lr: 2.000e-02, eta: 11:45:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0142, loss: 2.0142 2020-06-25 07:31:00,905 - mmaction - INFO - Epoch [18][3560/3757] lr: 2.000e-02, eta: 11:45:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9489, loss: 1.9489 2020-06-25 07:31:06,892 - mmaction - INFO - Epoch [18][3580/3757] lr: 2.000e-02, eta: 11:45:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9373, loss: 1.9373 2020-06-25 07:31:12,849 - mmaction - INFO - Epoch [18][3600/3757] lr: 2.000e-02, eta: 11:45:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.1184, loss: 2.1184 2020-06-25 07:31:18,795 - mmaction - INFO - Epoch [18][3620/3757] lr: 2.000e-02, eta: 11:45:20, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8039, loss: 1.8039 2020-06-25 07:31:24,774 - mmaction - INFO - Epoch [18][3640/3757] lr: 2.000e-02, eta: 11:45:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8668, loss: 1.8668 2020-06-25 07:31:30,750 - mmaction - INFO - Epoch [18][3660/3757] lr: 2.000e-02, eta: 11:45:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2766, loss: 2.2766 2020-06-25 07:31:36,747 - mmaction - INFO - Epoch [18][3680/3757] lr: 2.000e-02, eta: 11:44:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8013, loss: 1.8013 2020-06-25 07:31:42,745 - mmaction - INFO - Epoch [18][3700/3757] lr: 2.000e-02, eta: 11:44:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2605, loss: 2.2605 2020-06-25 07:31:48,731 - mmaction - INFO - Epoch [18][3720/3757] lr: 2.000e-02, eta: 11:44:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.8132, loss: 1.8132 2020-06-25 07:31:54,725 - mmaction - INFO - Epoch [18][3740/3757] lr: 2.000e-02, eta: 11:44:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8638, loss: 1.8638 2020-06-25 07:35:12,826 - mmaction - INFO - Epoch [19][20/3757] lr: 2.000e-02, eta: 11:49:23, time: 9.367, data_time: 8.947, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9489, loss: 1.9489 2020-06-25 07:35:18,925 - mmaction - INFO - Epoch [19][40/3757] lr: 2.000e-02, eta: 11:49:15, time: 0.309, data_time: 0.010, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8013, loss: 1.8013 2020-06-25 07:35:24,920 - mmaction - INFO - Epoch [19][60/3757] lr: 2.000e-02, eta: 11:49:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0973, loss: 2.0973 2020-06-25 07:35:30,904 - mmaction - INFO - Epoch [19][80/3757] lr: 2.000e-02, eta: 11:48:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 2.0229, loss: 2.0229 2020-06-25 07:35:36,870 - mmaction - INFO - Epoch [19][100/3757] lr: 2.000e-02, eta: 11:48:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7972, loss: 1.7972 2020-06-25 07:35:42,830 - mmaction - INFO - Epoch [19][120/3757] lr: 2.000e-02, eta: 11:48:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0767, loss: 2.0767 2020-06-25 07:35:48,814 - mmaction - INFO - Epoch [19][140/3757] lr: 2.000e-02, eta: 11:48:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8625, loss_cls: 1.6768, loss: 1.6768 2020-06-25 07:35:54,794 - mmaction - INFO - Epoch [19][160/3757] lr: 2.000e-02, eta: 11:48:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1344, loss: 2.1344 2020-06-25 07:36:00,767 - mmaction - INFO - Epoch [19][180/3757] lr: 2.000e-02, eta: 11:48:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9803, loss: 1.9803 2020-06-25 07:36:06,769 - mmaction - INFO - Epoch [19][200/3757] lr: 2.000e-02, eta: 11:48:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7447, loss: 1.7447 2020-06-25 07:36:12,763 - mmaction - INFO - Epoch [19][220/3757] lr: 2.000e-02, eta: 11:47:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9452, loss: 1.9452 2020-06-25 07:36:18,722 - mmaction - INFO - Epoch [19][240/3757] lr: 2.000e-02, eta: 11:47:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8628, loss: 1.8628 2020-06-25 07:36:24,680 - mmaction - INFO - Epoch [19][260/3757] lr: 2.000e-02, eta: 11:47:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8508, loss: 1.8508 2020-06-25 07:36:30,672 - mmaction - INFO - Epoch [19][280/3757] lr: 2.000e-02, eta: 11:47:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.1947, loss: 2.1947 2020-06-25 07:36:36,671 - mmaction - INFO - Epoch [19][300/3757] lr: 2.000e-02, eta: 11:47:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0052, loss: 2.0052 2020-06-25 07:36:42,667 - mmaction - INFO - Epoch [19][320/3757] lr: 2.000e-02, eta: 11:47:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9282, loss: 1.9282 2020-06-25 07:36:48,644 - mmaction - INFO - Epoch [19][340/3757] lr: 2.000e-02, eta: 11:46:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0963, loss: 2.0963 2020-06-25 07:36:54,670 - mmaction - INFO - Epoch [19][360/3757] lr: 2.000e-02, eta: 11:46:50, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.8687, loss: 1.8687 2020-06-25 07:37:00,666 - mmaction - INFO - Epoch [19][380/3757] lr: 2.000e-02, eta: 11:46:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5573, loss: 1.5573 2020-06-25 07:37:06,623 - mmaction - INFO - Epoch [19][400/3757] lr: 2.000e-02, eta: 11:46:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.6362, loss: 1.6362 2020-06-25 07:37:12,652 - mmaction - INFO - Epoch [19][420/3757] lr: 2.000e-02, eta: 11:46:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.6431, loss: 1.6431 2020-06-25 07:37:18,645 - mmaction - INFO - Epoch [19][440/3757] lr: 2.000e-02, eta: 11:46:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9292, loss: 1.9292 2020-06-25 07:37:24,637 - mmaction - INFO - Epoch [19][460/3757] lr: 2.000e-02, eta: 11:46:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.0445, loss: 2.0445 2020-06-25 07:37:30,647 - mmaction - INFO - Epoch [19][480/3757] lr: 2.000e-02, eta: 11:45:57, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9275, loss: 1.9275 2020-06-25 07:37:36,627 - mmaction - INFO - Epoch [19][500/3757] lr: 2.000e-02, eta: 11:45:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7139, loss: 1.7139 2020-06-25 07:37:42,596 - mmaction - INFO - Epoch [19][520/3757] lr: 2.000e-02, eta: 11:45:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9686, loss: 1.9686 2020-06-25 07:37:48,586 - mmaction - INFO - Epoch [19][540/3757] lr: 2.000e-02, eta: 11:45:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0673, loss: 2.0673 2020-06-25 07:37:54,576 - mmaction - INFO - Epoch [19][560/3757] lr: 2.000e-02, eta: 11:45:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 2.0016, loss: 2.0016 2020-06-25 07:38:00,545 - mmaction - INFO - Epoch [19][580/3757] lr: 2.000e-02, eta: 11:45:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0213, loss: 2.0213 2020-06-25 07:38:06,520 - mmaction - INFO - Epoch [19][600/3757] lr: 2.000e-02, eta: 11:45:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0774, loss: 2.0774 2020-06-25 07:38:12,525 - mmaction - INFO - Epoch [19][620/3757] lr: 2.000e-02, eta: 11:44:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.8539, loss: 1.8539 2020-06-25 07:38:18,496 - mmaction - INFO - Epoch [19][640/3757] lr: 2.000e-02, eta: 11:44:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8616, loss: 1.8616 2020-06-25 07:38:24,478 - mmaction - INFO - Epoch [19][660/3757] lr: 2.000e-02, eta: 11:44:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0691, loss: 2.0691 2020-06-25 07:38:30,465 - mmaction - INFO - Epoch [19][680/3757] lr: 2.000e-02, eta: 11:44:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 2.0816, loss: 2.0816 2020-06-25 07:38:36,456 - mmaction - INFO - Epoch [19][700/3757] lr: 2.000e-02, eta: 11:44:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8600, loss: 1.8600 2020-06-25 07:38:42,443 - mmaction - INFO - Epoch [19][720/3757] lr: 2.000e-02, eta: 11:44:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.8323, loss: 1.8323 2020-06-25 07:38:48,424 - mmaction - INFO - Epoch [19][740/3757] lr: 2.000e-02, eta: 11:44:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7864, loss: 1.7864 2020-06-25 07:38:54,394 - mmaction - INFO - Epoch [19][760/3757] lr: 2.000e-02, eta: 11:43:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.8942, loss: 1.8942 2020-06-25 07:39:00,378 - mmaction - INFO - Epoch [19][780/3757] lr: 2.000e-02, eta: 11:43:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9781, loss: 1.9781 2020-06-25 07:39:06,370 - mmaction - INFO - Epoch [19][800/3757] lr: 2.000e-02, eta: 11:43:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.9731, loss: 1.9731 2020-06-25 07:39:12,360 - mmaction - INFO - Epoch [19][820/3757] lr: 2.000e-02, eta: 11:43:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8699, loss: 1.8699 2020-06-25 07:39:18,331 - mmaction - INFO - Epoch [19][840/3757] lr: 2.000e-02, eta: 11:43:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9014, loss: 1.9014 2020-06-25 07:39:24,321 - mmaction - INFO - Epoch [19][860/3757] lr: 2.000e-02, eta: 11:43:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8996, loss: 1.8996 2020-06-25 07:39:30,281 - mmaction - INFO - Epoch [19][880/3757] lr: 2.000e-02, eta: 11:42:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7525, loss: 1.7525 2020-06-25 07:39:36,259 - mmaction - INFO - Epoch [19][900/3757] lr: 2.000e-02, eta: 11:42:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9316, loss: 1.9316 2020-06-25 07:39:42,241 - mmaction - INFO - Epoch [19][920/3757] lr: 2.000e-02, eta: 11:42:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0130, loss: 2.0130 2020-06-25 07:39:48,233 - mmaction - INFO - Epoch [19][940/3757] lr: 2.000e-02, eta: 11:42:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0856, loss: 2.0856 2020-06-25 07:39:54,196 - mmaction - INFO - Epoch [19][960/3757] lr: 2.000e-02, eta: 11:42:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1021, loss: 2.1021 2020-06-25 07:40:00,183 - mmaction - INFO - Epoch [19][980/3757] lr: 2.000e-02, eta: 11:42:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9568, loss: 1.9568 2020-06-25 07:40:06,175 - mmaction - INFO - Epoch [19][1000/3757] lr: 2.000e-02, eta: 11:42:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8366, loss: 1.8366 2020-06-25 07:40:12,149 - mmaction - INFO - Epoch [19][1020/3757] lr: 2.000e-02, eta: 11:41:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6774, loss: 1.6774 2020-06-25 07:40:18,144 - mmaction - INFO - Epoch [19][1040/3757] lr: 2.000e-02, eta: 11:41:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9617, loss: 1.9617 2020-06-25 07:40:24,142 - mmaction - INFO - Epoch [19][1060/3757] lr: 2.000e-02, eta: 11:41:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.2217, loss: 2.2217 2020-06-25 07:40:30,123 - mmaction - INFO - Epoch [19][1080/3757] lr: 2.000e-02, eta: 11:41:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 2.0431, loss: 2.0431 2020-06-25 07:40:36,099 - mmaction - INFO - Epoch [19][1100/3757] lr: 2.000e-02, eta: 11:41:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 2.0735, loss: 2.0735 2020-06-25 07:40:42,093 - mmaction - INFO - Epoch [19][1120/3757] lr: 2.000e-02, eta: 11:41:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0539, loss: 2.0539 2020-06-25 07:40:48,074 - mmaction - INFO - Epoch [19][1140/3757] lr: 2.000e-02, eta: 11:41:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8197, loss: 1.8197 2020-06-25 07:40:54,064 - mmaction - INFO - Epoch [19][1160/3757] lr: 2.000e-02, eta: 11:40:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8170, loss: 1.8170 2020-06-25 07:41:00,038 - mmaction - INFO - Epoch [19][1180/3757] lr: 2.000e-02, eta: 11:40:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.1415, loss: 2.1415 2020-06-25 07:41:06,011 - mmaction - INFO - Epoch [19][1200/3757] lr: 2.000e-02, eta: 11:40:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0853, loss: 2.0853 2020-06-25 07:41:11,999 - mmaction - INFO - Epoch [19][1220/3757] lr: 2.000e-02, eta: 11:40:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1742, loss: 2.1742 2020-06-25 07:41:17,980 - mmaction - INFO - Epoch [19][1240/3757] lr: 2.000e-02, eta: 11:40:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.9099, loss: 1.9099 2020-06-25 07:41:23,987 - mmaction - INFO - Epoch [19][1260/3757] lr: 2.000e-02, eta: 11:40:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.2633, loss: 2.2633 2020-06-25 07:41:29,990 - mmaction - INFO - Epoch [19][1280/3757] lr: 2.000e-02, eta: 11:39:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.6100, loss: 1.6100 2020-06-25 07:41:35,979 - mmaction - INFO - Epoch [19][1300/3757] lr: 2.000e-02, eta: 11:39:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.9525, loss: 1.9525 2020-06-25 07:41:41,969 - mmaction - INFO - Epoch [19][1320/3757] lr: 2.000e-02, eta: 11:39:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7438, loss_cls: 2.0183, loss: 2.0183 2020-06-25 07:41:47,962 - mmaction - INFO - Epoch [19][1340/3757] lr: 2.000e-02, eta: 11:39:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6153, loss: 1.6153 2020-06-25 07:41:53,910 - mmaction - INFO - Epoch [19][1360/3757] lr: 2.000e-02, eta: 11:39:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9849, loss: 1.9849 2020-06-25 07:41:59,874 - mmaction - INFO - Epoch [19][1380/3757] lr: 2.000e-02, eta: 11:39:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8356, loss: 1.8356 2020-06-25 07:42:05,852 - mmaction - INFO - Epoch [19][1400/3757] lr: 2.000e-02, eta: 11:39:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.1774, loss: 2.1774 2020-06-25 07:42:11,823 - mmaction - INFO - Epoch [19][1420/3757] lr: 2.000e-02, eta: 11:38:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7875, loss_cls: 2.1666, loss: 2.1666 2020-06-25 07:42:17,815 - mmaction - INFO - Epoch [19][1440/3757] lr: 2.000e-02, eta: 11:38:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0193, loss: 2.0193 2020-06-25 07:42:23,829 - mmaction - INFO - Epoch [19][1460/3757] lr: 2.000e-02, eta: 11:38:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2472, loss: 2.2472 2020-06-25 07:42:29,831 - mmaction - INFO - Epoch [19][1480/3757] lr: 2.000e-02, eta: 11:38:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9724, loss: 1.9724 2020-06-25 07:42:35,806 - mmaction - INFO - Epoch [19][1500/3757] lr: 2.000e-02, eta: 11:38:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8518, loss: 1.8518 2020-06-25 07:42:41,755 - mmaction - INFO - Epoch [19][1520/3757] lr: 2.000e-02, eta: 11:38:11, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6665, loss: 1.6665 2020-06-25 07:42:47,753 - mmaction - INFO - Epoch [19][1540/3757] lr: 2.000e-02, eta: 11:38:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0449, loss: 2.0449 2020-06-25 07:42:53,730 - mmaction - INFO - Epoch [19][1560/3757] lr: 2.000e-02, eta: 11:37:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.9112, loss: 1.9112 2020-06-25 07:42:59,716 - mmaction - INFO - Epoch [19][1580/3757] lr: 2.000e-02, eta: 11:37:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8882, loss: 1.8882 2020-06-25 07:43:05,705 - mmaction - INFO - Epoch [19][1600/3757] lr: 2.000e-02, eta: 11:37:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.1643, loss: 2.1643 2020-06-25 07:43:11,696 - mmaction - INFO - Epoch [19][1620/3757] lr: 2.000e-02, eta: 11:37:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9756, loss: 1.9756 2020-06-25 07:43:17,687 - mmaction - INFO - Epoch [19][1640/3757] lr: 2.000e-02, eta: 11:37:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.0901, loss: 2.0901 2020-06-25 07:43:23,662 - mmaction - INFO - Epoch [19][1660/3757] lr: 2.000e-02, eta: 11:37:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9022, loss: 1.9022 2020-06-25 07:43:29,632 - mmaction - INFO - Epoch [19][1680/3757] lr: 2.000e-02, eta: 11:37:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8285, loss: 1.8285 2020-06-25 07:43:35,632 - mmaction - INFO - Epoch [19][1700/3757] lr: 2.000e-02, eta: 11:36:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 1.9865, loss: 1.9865 2020-06-25 07:43:41,638 - mmaction - INFO - Epoch [19][1720/3757] lr: 2.000e-02, eta: 11:36:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0243, loss: 2.0243 2020-06-25 07:43:47,623 - mmaction - INFO - Epoch [19][1740/3757] lr: 2.000e-02, eta: 11:36:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8160, loss: 1.8160 2020-06-25 07:43:53,590 - mmaction - INFO - Epoch [19][1760/3757] lr: 2.000e-02, eta: 11:36:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8981, loss: 1.8981 2020-06-25 07:43:59,558 - mmaction - INFO - Epoch [19][1780/3757] lr: 2.000e-02, eta: 11:36:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5939, loss: 2.5939 2020-06-25 07:44:05,566 - mmaction - INFO - Epoch [19][1800/3757] lr: 2.000e-02, eta: 11:36:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7188, loss_cls: 2.1697, loss: 2.1697 2020-06-25 07:44:11,545 - mmaction - INFO - Epoch [19][1820/3757] lr: 2.000e-02, eta: 11:35:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 1.9893, loss: 1.9893 2020-06-25 07:44:17,526 - mmaction - INFO - Epoch [19][1840/3757] lr: 2.000e-02, eta: 11:35:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.7144, loss: 1.7144 2020-06-25 07:44:23,515 - mmaction - INFO - Epoch [19][1860/3757] lr: 2.000e-02, eta: 11:35:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4750, top5_acc: 0.8063, loss_cls: 1.9452, loss: 1.9452 2020-06-25 07:44:29,499 - mmaction - INFO - Epoch [19][1880/3757] lr: 2.000e-02, eta: 11:35:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8802, loss: 1.8802 2020-06-25 07:44:35,466 - mmaction - INFO - Epoch [19][1900/3757] lr: 2.000e-02, eta: 11:35:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7170, loss: 1.7170 2020-06-25 07:44:41,450 - mmaction - INFO - Epoch [19][1920/3757] lr: 2.000e-02, eta: 11:35:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7262, loss: 1.7262 2020-06-25 07:44:47,437 - mmaction - INFO - Epoch [19][1940/3757] lr: 2.000e-02, eta: 11:35:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6113, loss: 1.6113 2020-06-25 07:44:53,416 - mmaction - INFO - Epoch [19][1960/3757] lr: 2.000e-02, eta: 11:34:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0634, loss: 2.0634 2020-06-25 07:44:59,397 - mmaction - INFO - Epoch [19][1980/3757] lr: 2.000e-02, eta: 11:34:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1295, loss: 2.1295 2020-06-25 07:45:05,410 - mmaction - INFO - Epoch [19][2000/3757] lr: 2.000e-02, eta: 11:34:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9449, loss: 1.9449 2020-06-25 07:45:11,378 - mmaction - INFO - Epoch [19][2020/3757] lr: 2.000e-02, eta: 11:34:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0080, loss: 2.0080 2020-06-25 07:45:17,385 - mmaction - INFO - Epoch [19][2040/3757] lr: 2.000e-02, eta: 11:34:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9295, loss: 1.9295 2020-06-25 07:45:23,405 - mmaction - INFO - Epoch [19][2060/3757] lr: 2.000e-02, eta: 11:34:12, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1181, loss: 2.1181 2020-06-25 07:45:29,369 - mmaction - INFO - Epoch [19][2080/3757] lr: 2.000e-02, eta: 11:34:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 1.8820, loss: 1.8820 2020-06-25 07:45:35,349 - mmaction - INFO - Epoch [19][2100/3757] lr: 2.000e-02, eta: 11:33:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8883, loss: 1.8883 2020-06-25 07:45:41,337 - mmaction - INFO - Epoch [19][2120/3757] lr: 2.000e-02, eta: 11:33:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.7751, loss: 1.7751 2020-06-25 07:45:47,306 - mmaction - INFO - Epoch [19][2140/3757] lr: 2.000e-02, eta: 11:33:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0080, loss: 2.0080 2020-06-25 07:45:53,317 - mmaction - INFO - Epoch [19][2160/3757] lr: 2.000e-02, eta: 11:33:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7786, loss: 1.7786 2020-06-25 07:45:59,317 - mmaction - INFO - Epoch [19][2180/3757] lr: 2.000e-02, eta: 11:33:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8407, loss: 1.8407 2020-06-25 07:46:05,290 - mmaction - INFO - Epoch [19][2200/3757] lr: 2.000e-02, eta: 11:33:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9856, loss: 1.9856 2020-06-25 07:46:11,294 - mmaction - INFO - Epoch [19][2220/3757] lr: 2.000e-02, eta: 11:33:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0742, loss: 2.0742 2020-06-25 07:46:17,305 - mmaction - INFO - Epoch [19][2240/3757] lr: 2.000e-02, eta: 11:32:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9944, loss: 1.9944 2020-06-25 07:46:23,314 - mmaction - INFO - Epoch [19][2260/3757] lr: 2.000e-02, eta: 11:32:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 2.0282, loss: 2.0282 2020-06-25 07:46:29,291 - mmaction - INFO - Epoch [19][2280/3757] lr: 2.000e-02, eta: 11:32:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1633, loss: 2.1633 2020-06-25 07:46:35,302 - mmaction - INFO - Epoch [19][2300/3757] lr: 2.000e-02, eta: 11:32:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.9891, loss: 1.9891 2020-06-25 07:46:41,297 - mmaction - INFO - Epoch [19][2320/3757] lr: 2.000e-02, eta: 11:32:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.2539, loss: 2.2539 2020-06-25 07:46:47,307 - mmaction - INFO - Epoch [19][2340/3757] lr: 2.000e-02, eta: 11:32:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0913, loss: 2.0913 2020-06-25 07:46:53,335 - mmaction - INFO - Epoch [19][2360/3757] lr: 2.000e-02, eta: 11:31:59, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8570, loss: 1.8570 2020-06-25 07:46:59,339 - mmaction - INFO - Epoch [19][2380/3757] lr: 2.000e-02, eta: 11:31:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8364, loss: 1.8364 2020-06-25 07:47:05,319 - mmaction - INFO - Epoch [19][2400/3757] lr: 2.000e-02, eta: 11:31:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0551, loss: 2.0551 2020-06-25 07:47:11,303 - mmaction - INFO - Epoch [19][2420/3757] lr: 2.000e-02, eta: 11:31:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2671, loss: 2.2671 2020-06-25 07:47:17,296 - mmaction - INFO - Epoch [19][2440/3757] lr: 2.000e-02, eta: 11:31:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.0903, loss: 2.0903 2020-06-25 07:47:23,293 - mmaction - INFO - Epoch [19][2460/3757] lr: 2.000e-02, eta: 11:31:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1465, loss: 2.1465 2020-06-25 07:47:29,274 - mmaction - INFO - Epoch [19][2480/3757] lr: 2.000e-02, eta: 11:31:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9625, loss: 1.9625 2020-06-25 07:47:35,291 - mmaction - INFO - Epoch [19][2500/3757] lr: 2.000e-02, eta: 11:30:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9653, loss: 1.9653 2020-06-25 07:47:41,285 - mmaction - INFO - Epoch [19][2520/3757] lr: 2.000e-02, eta: 11:30:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0283, loss: 2.0283 2020-06-25 07:47:47,242 - mmaction - INFO - Epoch [19][2540/3757] lr: 2.000e-02, eta: 11:30:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2365, loss: 2.2365 2020-06-25 07:47:53,206 - mmaction - INFO - Epoch [19][2560/3757] lr: 2.000e-02, eta: 11:30:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9251, loss: 1.9251 2020-06-25 07:47:59,176 - mmaction - INFO - Epoch [19][2580/3757] lr: 2.000e-02, eta: 11:30:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.8000, loss_cls: 1.9669, loss: 1.9669 2020-06-25 07:48:05,180 - mmaction - INFO - Epoch [19][2600/3757] lr: 2.000e-02, eta: 11:30:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.0680, loss: 2.0680 2020-06-25 07:48:11,161 - mmaction - INFO - Epoch [19][2620/3757] lr: 2.000e-02, eta: 11:30:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6543, loss: 1.6543 2020-06-25 07:48:17,152 - mmaction - INFO - Epoch [19][2640/3757] lr: 2.000e-02, eta: 11:29:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9711, loss: 1.9711 2020-06-25 07:48:23,176 - mmaction - INFO - Epoch [19][2660/3757] lr: 2.000e-02, eta: 11:29:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 2.0047, loss: 2.0047 2020-06-25 07:48:29,174 - mmaction - INFO - Epoch [19][2680/3757] lr: 2.000e-02, eta: 11:29:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 1.9961, loss: 1.9961 2020-06-25 07:48:35,177 - mmaction - INFO - Epoch [19][2700/3757] lr: 2.000e-02, eta: 11:29:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.8691, loss: 1.8691 2020-06-25 07:48:41,184 - mmaction - INFO - Epoch [19][2720/3757] lr: 2.000e-02, eta: 11:29:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9126, loss: 1.9126 2020-06-25 07:48:47,204 - mmaction - INFO - Epoch [19][2740/3757] lr: 2.000e-02, eta: 11:29:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8463, loss: 1.8463 2020-06-25 07:48:53,209 - mmaction - INFO - Epoch [19][2760/3757] lr: 2.000e-02, eta: 11:29:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8375, loss_cls: 1.8559, loss: 1.8559 2020-06-25 07:48:59,181 - mmaction - INFO - Epoch [19][2780/3757] lr: 2.000e-02, eta: 11:28:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9391, loss: 1.9391 2020-06-25 07:49:05,153 - mmaction - INFO - Epoch [19][2800/3757] lr: 2.000e-02, eta: 11:28:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 1.9921, loss: 1.9921 2020-06-25 07:49:11,128 - mmaction - INFO - Epoch [19][2820/3757] lr: 2.000e-02, eta: 11:28:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9150, loss: 1.9150 2020-06-25 07:49:17,114 - mmaction - INFO - Epoch [19][2840/3757] lr: 2.000e-02, eta: 11:28:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8690, loss: 1.8690 2020-06-25 07:49:23,136 - mmaction - INFO - Epoch [19][2860/3757] lr: 2.000e-02, eta: 11:28:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1176, loss: 2.1176 2020-06-25 07:49:29,143 - mmaction - INFO - Epoch [19][2880/3757] lr: 2.000e-02, eta: 11:28:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2128, loss: 2.2128 2020-06-25 07:49:35,114 - mmaction - INFO - Epoch [19][2900/3757] lr: 2.000e-02, eta: 11:28:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0522, loss: 2.0522 2020-06-25 07:49:41,079 - mmaction - INFO - Epoch [19][2920/3757] lr: 2.000e-02, eta: 11:27:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7937, loss_cls: 1.9768, loss: 1.9768 2020-06-25 07:49:47,068 - mmaction - INFO - Epoch [19][2940/3757] lr: 2.000e-02, eta: 11:27:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8451, loss: 1.8451 2020-06-25 07:49:53,076 - mmaction - INFO - Epoch [19][2960/3757] lr: 2.000e-02, eta: 11:27:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.1894, loss: 2.1894 2020-06-25 07:49:59,090 - mmaction - INFO - Epoch [19][2980/3757] lr: 2.000e-02, eta: 11:27:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9396, loss: 1.9396 2020-06-25 07:50:05,075 - mmaction - INFO - Epoch [19][3000/3757] lr: 2.000e-02, eta: 11:27:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9076, loss: 1.9076 2020-06-25 07:50:11,042 - mmaction - INFO - Epoch [19][3020/3757] lr: 2.000e-02, eta: 11:27:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 1.9909, loss: 1.9909 2020-06-25 07:50:17,011 - mmaction - INFO - Epoch [19][3040/3757] lr: 2.000e-02, eta: 11:27:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8468, loss: 1.8468 2020-06-25 07:50:23,008 - mmaction - INFO - Epoch [19][3060/3757] lr: 2.000e-02, eta: 11:26:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6815, loss: 1.6815 2020-06-25 07:50:29,005 - mmaction - INFO - Epoch [19][3080/3757] lr: 2.000e-02, eta: 11:26:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1652, loss: 2.1652 2020-06-25 07:50:34,984 - mmaction - INFO - Epoch [19][3100/3757] lr: 2.000e-02, eta: 11:26:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9113, loss: 1.9113 2020-06-25 07:50:40,939 - mmaction - INFO - Epoch [19][3120/3757] lr: 2.000e-02, eta: 11:26:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0583, loss: 2.0583 2020-06-25 07:50:46,943 - mmaction - INFO - Epoch [19][3140/3757] lr: 2.000e-02, eta: 11:26:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8416, loss: 1.8416 2020-06-25 07:50:52,899 - mmaction - INFO - Epoch [19][3160/3757] lr: 2.000e-02, eta: 11:26:08, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1408, loss: 2.1408 2020-06-25 07:50:58,868 - mmaction - INFO - Epoch [19][3180/3757] lr: 2.000e-02, eta: 11:25:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5750, loss: 1.5750 2020-06-25 07:51:04,828 - mmaction - INFO - Epoch [19][3200/3757] lr: 2.000e-02, eta: 11:25:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.0863, loss: 2.0863 2020-06-25 07:51:10,828 - mmaction - INFO - Epoch [19][3220/3757] lr: 2.000e-02, eta: 11:25:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9122, loss: 1.9122 2020-06-25 07:51:16,824 - mmaction - INFO - Epoch [19][3240/3757] lr: 2.000e-02, eta: 11:25:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.9485, loss: 1.9485 2020-06-25 07:51:22,831 - mmaction - INFO - Epoch [19][3260/3757] lr: 2.000e-02, eta: 11:25:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3199, loss: 2.3199 2020-06-25 07:51:28,841 - mmaction - INFO - Epoch [19][3280/3757] lr: 2.000e-02, eta: 11:25:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.0542, loss: 2.0542 2020-06-25 07:51:34,819 - mmaction - INFO - Epoch [19][3300/3757] lr: 2.000e-02, eta: 11:25:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6855, loss: 1.6855 2020-06-25 07:51:40,790 - mmaction - INFO - Epoch [19][3320/3757] lr: 2.000e-02, eta: 11:24:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8500, loss_cls: 1.6130, loss: 1.6130 2020-06-25 07:51:46,827 - mmaction - INFO - Epoch [19][3340/3757] lr: 2.000e-02, eta: 11:24:49, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.1008, loss: 2.1008 2020-06-25 07:51:52,816 - mmaction - INFO - Epoch [19][3360/3757] lr: 2.000e-02, eta: 11:24:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9661, loss: 1.9661 2020-06-25 07:51:58,771 - mmaction - INFO - Epoch [19][3380/3757] lr: 2.000e-02, eta: 11:24:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8313, loss_cls: 1.8051, loss: 1.8051 2020-06-25 07:52:04,762 - mmaction - INFO - Epoch [19][3400/3757] lr: 2.000e-02, eta: 11:24:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0049, loss: 2.0049 2020-06-25 07:52:10,734 - mmaction - INFO - Epoch [19][3420/3757] lr: 2.000e-02, eta: 11:24:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.6875, loss_cls: 2.2166, loss: 2.2166 2020-06-25 07:52:16,690 - mmaction - INFO - Epoch [19][3440/3757] lr: 2.000e-02, eta: 11:24:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.9073, loss: 1.9073 2020-06-25 07:52:22,662 - mmaction - INFO - Epoch [19][3460/3757] lr: 2.000e-02, eta: 11:23:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.7915, loss: 1.7915 2020-06-25 07:52:28,650 - mmaction - INFO - Epoch [19][3480/3757] lr: 2.000e-02, eta: 11:23:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1010, loss: 2.1010 2020-06-25 07:52:34,630 - mmaction - INFO - Epoch [19][3500/3757] lr: 2.000e-02, eta: 11:23:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9348, loss: 1.9348 2020-06-25 07:52:40,627 - mmaction - INFO - Epoch [19][3520/3757] lr: 2.000e-02, eta: 11:23:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9577, loss: 1.9577 2020-06-25 07:52:46,599 - mmaction - INFO - Epoch [19][3540/3757] lr: 2.000e-02, eta: 11:23:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8438, loss_cls: 1.8721, loss: 1.8721 2020-06-25 07:52:52,580 - mmaction - INFO - Epoch [19][3560/3757] lr: 2.000e-02, eta: 11:23:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0949, loss: 2.0949 2020-06-25 07:52:58,558 - mmaction - INFO - Epoch [19][3580/3757] lr: 2.000e-02, eta: 11:23:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9302, loss: 1.9302 2020-06-25 07:53:04,553 - mmaction - INFO - Epoch [19][3600/3757] lr: 2.000e-02, eta: 11:22:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.1217, loss: 2.1217 2020-06-25 07:53:10,537 - mmaction - INFO - Epoch [19][3620/3757] lr: 2.000e-02, eta: 11:22:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1033, loss: 2.1033 2020-06-25 07:53:16,551 - mmaction - INFO - Epoch [19][3640/3757] lr: 2.000e-02, eta: 11:22:38, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 1.9417, loss: 1.9417 2020-06-25 07:53:22,516 - mmaction - INFO - Epoch [19][3660/3757] lr: 2.000e-02, eta: 11:22:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8162, loss: 1.8162 2020-06-25 07:53:28,475 - mmaction - INFO - Epoch [19][3680/3757] lr: 2.000e-02, eta: 11:22:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.8474, loss: 1.8474 2020-06-25 07:53:34,443 - mmaction - INFO - Epoch [19][3700/3757] lr: 2.000e-02, eta: 11:22:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.1662, loss: 2.1662 2020-06-25 07:53:40,403 - mmaction - INFO - Epoch [19][3720/3757] lr: 2.000e-02, eta: 11:22:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2238, loss: 2.2238 2020-06-25 07:53:46,406 - mmaction - INFO - Epoch [19][3740/3757] lr: 2.000e-02, eta: 11:21:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0243, loss: 2.0243 2020-06-25 07:56:52,586 - mmaction - INFO - Epoch [20][20/3757] lr: 2.000e-02, eta: 11:26:08, time: 8.849, data_time: 8.452, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0407, loss: 2.0407 2020-06-25 07:56:58,678 - mmaction - INFO - Epoch [20][40/3757] lr: 2.000e-02, eta: 11:26:00, time: 0.306, data_time: 0.007, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9662, loss: 1.9662 2020-06-25 07:57:04,663 - mmaction - INFO - Epoch [20][60/3757] lr: 2.000e-02, eta: 11:25:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8434, loss: 1.8434 2020-06-25 07:57:10,649 - mmaction - INFO - Epoch [20][80/3757] lr: 2.000e-02, eta: 11:25:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.6449, loss: 1.6449 2020-06-25 07:57:16,627 - mmaction - INFO - Epoch [20][100/3757] lr: 2.000e-02, eta: 11:25:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2939, loss: 2.2939 2020-06-25 07:57:22,608 - mmaction - INFO - Epoch [20][120/3757] lr: 2.000e-02, eta: 11:25:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.1274, loss: 2.1274 2020-06-25 07:57:28,583 - mmaction - INFO - Epoch [20][140/3757] lr: 2.000e-02, eta: 11:25:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8227, loss: 1.8227 2020-06-25 07:57:34,547 - mmaction - INFO - Epoch [20][160/3757] lr: 2.000e-02, eta: 11:25:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.0005, loss: 2.0005 2020-06-25 07:57:40,528 - mmaction - INFO - Epoch [20][180/3757] lr: 2.000e-02, eta: 11:24:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9229, loss: 1.9229 2020-06-25 07:57:46,501 - mmaction - INFO - Epoch [20][200/3757] lr: 2.000e-02, eta: 11:24:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8536, loss: 1.8536 2020-06-25 07:57:52,466 - mmaction - INFO - Epoch [20][220/3757] lr: 2.000e-02, eta: 11:24:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1619, loss: 2.1619 2020-06-25 07:57:58,441 - mmaction - INFO - Epoch [20][240/3757] lr: 2.000e-02, eta: 11:24:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0408, loss: 2.0408 2020-06-25 07:58:04,409 - mmaction - INFO - Epoch [20][260/3757] lr: 2.000e-02, eta: 11:24:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.2753, loss: 2.2753 2020-06-25 07:58:10,412 - mmaction - INFO - Epoch [20][280/3757] lr: 2.000e-02, eta: 11:24:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1066, loss: 2.1066 2020-06-25 07:58:16,408 - mmaction - INFO - Epoch [20][300/3757] lr: 2.000e-02, eta: 11:24:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8397, loss: 1.8397 2020-06-25 07:58:22,401 - mmaction - INFO - Epoch [20][320/3757] lr: 2.000e-02, eta: 11:23:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8615, loss: 1.8615 2020-06-25 07:58:28,402 - mmaction - INFO - Epoch [20][340/3757] lr: 2.000e-02, eta: 11:23:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7625, loss_cls: 1.8651, loss: 1.8651 2020-06-25 07:58:34,368 - mmaction - INFO - Epoch [20][360/3757] lr: 2.000e-02, eta: 11:23:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8625, loss_cls: 1.6307, loss: 1.6307 2020-06-25 07:58:40,370 - mmaction - INFO - Epoch [20][380/3757] lr: 2.000e-02, eta: 11:23:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.9236, loss: 1.9236 2020-06-25 07:58:46,365 - mmaction - INFO - Epoch [20][400/3757] lr: 2.000e-02, eta: 11:23:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.8343, loss: 1.8343 2020-06-25 07:58:52,323 - mmaction - INFO - Epoch [20][420/3757] lr: 2.000e-02, eta: 11:23:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.0629, loss: 2.0629 2020-06-25 07:58:58,305 - mmaction - INFO - Epoch [20][440/3757] lr: 2.000e-02, eta: 11:23:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7355, loss: 1.7355 2020-06-25 07:59:04,294 - mmaction - INFO - Epoch [20][460/3757] lr: 2.000e-02, eta: 11:22:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8438, loss_cls: 1.6932, loss: 1.6932 2020-06-25 07:59:10,236 - mmaction - INFO - Epoch [20][480/3757] lr: 2.000e-02, eta: 11:22:45, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9873, loss: 1.9873 2020-06-25 07:59:16,215 - mmaction - INFO - Epoch [20][500/3757] lr: 2.000e-02, eta: 11:22:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9252, loss: 1.9252 2020-06-25 07:59:22,183 - mmaction - INFO - Epoch [20][520/3757] lr: 2.000e-02, eta: 11:22:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3190, loss: 2.3190 2020-06-25 07:59:28,167 - mmaction - INFO - Epoch [20][540/3757] lr: 2.000e-02, eta: 11:22:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7570, loss: 1.7570 2020-06-25 07:59:34,140 - mmaction - INFO - Epoch [20][560/3757] lr: 2.000e-02, eta: 11:22:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8250, loss_cls: 1.8512, loss: 1.8512 2020-06-25 07:59:40,118 - mmaction - INFO - Epoch [20][580/3757] lr: 2.000e-02, eta: 11:22:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 2.0081, loss: 2.0081 2020-06-25 07:59:46,130 - mmaction - INFO - Epoch [20][600/3757] lr: 2.000e-02, eta: 11:21:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8196, loss: 1.8196 2020-06-25 07:59:52,108 - mmaction - INFO - Epoch [20][620/3757] lr: 2.000e-02, eta: 11:21:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9603, loss: 1.9603 2020-06-25 07:59:58,078 - mmaction - INFO - Epoch [20][640/3757] lr: 2.000e-02, eta: 11:21:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9088, loss: 1.9088 2020-06-25 08:00:07,637 - mmaction - INFO - Epoch [20][660/3757] lr: 2.000e-02, eta: 11:21:32, time: 0.477, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.8804, loss: 1.8804 2020-06-25 08:00:13,636 - mmaction - INFO - Epoch [20][680/3757] lr: 2.000e-02, eta: 11:21:23, time: 0.301, data_time: 0.003, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0018, loss: 2.0018 2020-06-25 08:00:19,585 - mmaction - INFO - Epoch [20][700/3757] lr: 2.000e-02, eta: 11:21:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0869, loss: 2.0869 2020-06-25 08:00:25,590 - mmaction - INFO - Epoch [20][720/3757] lr: 2.000e-02, eta: 11:21:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0515, loss: 2.0515 2020-06-25 08:00:31,553 - mmaction - INFO - Epoch [20][740/3757] lr: 2.000e-02, eta: 11:20:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.7990, loss: 1.7990 2020-06-25 08:00:37,506 - mmaction - INFO - Epoch [20][760/3757] lr: 2.000e-02, eta: 11:20:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 2.0359, loss: 2.0359 2020-06-25 08:00:43,517 - mmaction - INFO - Epoch [20][780/3757] lr: 2.000e-02, eta: 11:20:39, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1115, loss: 2.1115 2020-06-25 08:00:49,508 - mmaction - INFO - Epoch [20][800/3757] lr: 2.000e-02, eta: 11:20:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0310, loss: 2.0310 2020-06-25 08:00:55,506 - mmaction - INFO - Epoch [20][820/3757] lr: 2.000e-02, eta: 11:20:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9909, loss: 1.9909 2020-06-25 08:01:01,487 - mmaction - INFO - Epoch [20][840/3757] lr: 2.000e-02, eta: 11:20:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8269, loss: 1.8269 2020-06-25 08:01:07,495 - mmaction - INFO - Epoch [20][860/3757] lr: 2.000e-02, eta: 11:20:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8591, loss: 1.8591 2020-06-25 08:01:13,458 - mmaction - INFO - Epoch [20][880/3757] lr: 2.000e-02, eta: 11:19:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8313, loss_cls: 1.7265, loss: 1.7265 2020-06-25 08:01:19,460 - mmaction - INFO - Epoch [20][900/3757] lr: 2.000e-02, eta: 11:19:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8634, loss: 1.8634 2020-06-25 08:01:25,444 - mmaction - INFO - Epoch [20][920/3757] lr: 2.000e-02, eta: 11:19:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.7397, loss: 1.7397 2020-06-25 08:01:31,408 - mmaction - INFO - Epoch [20][940/3757] lr: 2.000e-02, eta: 11:19:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8535, loss: 1.8535 2020-06-25 08:01:37,378 - mmaction - INFO - Epoch [20][960/3757] lr: 2.000e-02, eta: 11:19:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0632, loss: 2.0632 2020-06-25 08:01:43,355 - mmaction - INFO - Epoch [20][980/3757] lr: 2.000e-02, eta: 11:19:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9855, loss: 1.9855 2020-06-25 08:01:49,308 - mmaction - INFO - Epoch [20][1000/3757] lr: 2.000e-02, eta: 11:19:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0348, loss: 2.0348 2020-06-25 08:01:55,288 - mmaction - INFO - Epoch [20][1020/3757] lr: 2.000e-02, eta: 11:18:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8974, loss: 1.8974 2020-06-25 08:02:01,276 - mmaction - INFO - Epoch [20][1040/3757] lr: 2.000e-02, eta: 11:18:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.6831, loss: 1.6831 2020-06-25 08:02:07,266 - mmaction - INFO - Epoch [20][1060/3757] lr: 2.000e-02, eta: 11:18:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7188, loss_cls: 1.9950, loss: 1.9950 2020-06-25 08:02:13,241 - mmaction - INFO - Epoch [20][1080/3757] lr: 2.000e-02, eta: 11:18:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.2033, loss: 2.2033 2020-06-25 08:02:19,255 - mmaction - INFO - Epoch [20][1100/3757] lr: 2.000e-02, eta: 11:18:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0977, loss: 2.0977 2020-06-25 08:02:25,234 - mmaction - INFO - Epoch [20][1120/3757] lr: 2.000e-02, eta: 11:18:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9844, loss: 1.9844 2020-06-25 08:02:31,219 - mmaction - INFO - Epoch [20][1140/3757] lr: 2.000e-02, eta: 11:18:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.5466, loss: 1.5466 2020-06-25 08:02:37,217 - mmaction - INFO - Epoch [20][1160/3757] lr: 2.000e-02, eta: 11:17:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6075, loss: 1.6075 2020-06-25 08:02:43,192 - mmaction - INFO - Epoch [20][1180/3757] lr: 2.000e-02, eta: 11:17:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.0194, loss: 2.0194 2020-06-25 08:02:49,195 - mmaction - INFO - Epoch [20][1200/3757] lr: 2.000e-02, eta: 11:17:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9160, loss: 1.9160 2020-06-25 08:02:55,189 - mmaction - INFO - Epoch [20][1220/3757] lr: 2.000e-02, eta: 11:17:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7767, loss: 1.7767 2020-06-25 08:03:01,193 - mmaction - INFO - Epoch [20][1240/3757] lr: 2.000e-02, eta: 11:17:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2122, loss: 2.2122 2020-06-25 08:03:07,614 - mmaction - INFO - Epoch [20][1260/3757] lr: 2.000e-02, eta: 11:17:09, time: 0.321, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 2.0530, loss: 2.0530 2020-06-25 08:03:13,640 - mmaction - INFO - Epoch [20][1280/3757] lr: 2.000e-02, eta: 11:17:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8605, loss: 1.8605 2020-06-25 08:03:19,621 - mmaction - INFO - Epoch [20][1300/3757] lr: 2.000e-02, eta: 11:16:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 1.9546, loss: 1.9546 2020-06-25 08:03:25,592 - mmaction - INFO - Epoch [20][1320/3757] lr: 2.000e-02, eta: 11:16:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8730, loss: 1.8730 2020-06-25 08:03:31,565 - mmaction - INFO - Epoch [20][1340/3757] lr: 2.000e-02, eta: 11:16:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9752, loss: 1.9752 2020-06-25 08:03:37,549 - mmaction - INFO - Epoch [20][1360/3757] lr: 2.000e-02, eta: 11:16:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0415, loss: 2.0415 2020-06-25 08:03:43,533 - mmaction - INFO - Epoch [20][1380/3757] lr: 2.000e-02, eta: 11:16:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8617, loss: 1.8617 2020-06-25 08:03:49,494 - mmaction - INFO - Epoch [20][1400/3757] lr: 2.000e-02, eta: 11:16:08, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.9014, loss: 1.9014 2020-06-25 08:03:55,469 - mmaction - INFO - Epoch [20][1420/3757] lr: 2.000e-02, eta: 11:15:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 1.9838, loss: 1.9838 2020-06-25 08:04:01,442 - mmaction - INFO - Epoch [20][1440/3757] lr: 2.000e-02, eta: 11:15:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8567, loss: 1.8567 2020-06-25 08:04:07,406 - mmaction - INFO - Epoch [20][1460/3757] lr: 2.000e-02, eta: 11:15:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.9481, loss: 1.9481 2020-06-25 08:04:13,370 - mmaction - INFO - Epoch [20][1480/3757] lr: 2.000e-02, eta: 11:15:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0350, loss: 2.0350 2020-06-25 08:04:19,372 - mmaction - INFO - Epoch [20][1500/3757] lr: 2.000e-02, eta: 11:15:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2488, loss: 2.2488 2020-06-25 08:04:25,341 - mmaction - INFO - Epoch [20][1520/3757] lr: 2.000e-02, eta: 11:15:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8916, loss: 1.8916 2020-06-25 08:04:31,343 - mmaction - INFO - Epoch [20][1540/3757] lr: 2.000e-02, eta: 11:15:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8549, loss: 1.8549 2020-06-25 08:04:37,343 - mmaction - INFO - Epoch [20][1560/3757] lr: 2.000e-02, eta: 11:14:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9000, loss: 1.9000 2020-06-25 08:04:43,348 - mmaction - INFO - Epoch [20][1580/3757] lr: 2.000e-02, eta: 11:14:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.1380, loss: 2.1380 2020-06-25 08:04:49,319 - mmaction - INFO - Epoch [20][1600/3757] lr: 2.000e-02, eta: 11:14:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8732, loss: 1.8732 2020-06-25 08:04:55,277 - mmaction - INFO - Epoch [20][1620/3757] lr: 2.000e-02, eta: 11:14:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0833, loss: 2.0833 2020-06-25 08:05:01,856 - mmaction - INFO - Epoch [20][1640/3757] lr: 2.000e-02, eta: 11:14:24, time: 0.315, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8313, loss_cls: 1.8037, loss: 1.8037 2020-06-25 08:05:08,033 - mmaction - INFO - Epoch [20][1660/3757] lr: 2.000e-02, eta: 11:14:16, time: 0.323, data_time: 0.019, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9313, loss: 1.9313 2020-06-25 08:05:14,014 - mmaction - INFO - Epoch [20][1680/3757] lr: 2.000e-02, eta: 11:14:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8661, loss: 1.8661 2020-06-25 08:05:19,966 - mmaction - INFO - Epoch [20][1700/3757] lr: 2.000e-02, eta: 11:13:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1317, loss: 2.1317 2020-06-25 08:05:25,962 - mmaction - INFO - Epoch [20][1720/3757] lr: 2.000e-02, eta: 11:13:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0813, loss: 2.0813 2020-06-25 08:05:31,967 - mmaction - INFO - Epoch [20][1740/3757] lr: 2.000e-02, eta: 11:13:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.2927, loss: 2.2927 2020-06-25 08:05:37,952 - mmaction - INFO - Epoch [20][1760/3757] lr: 2.000e-02, eta: 11:13:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9239, loss: 1.9239 2020-06-25 08:05:43,946 - mmaction - INFO - Epoch [20][1780/3757] lr: 2.000e-02, eta: 11:13:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 2.0019, loss: 2.0019 2020-06-25 08:05:49,917 - mmaction - INFO - Epoch [20][1800/3757] lr: 2.000e-02, eta: 11:13:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2140, loss: 2.2140 2020-06-25 08:05:55,884 - mmaction - INFO - Epoch [20][1820/3757] lr: 2.000e-02, eta: 11:13:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9386, loss: 1.9386 2020-06-25 08:06:01,836 - mmaction - INFO - Epoch [20][1840/3757] lr: 2.000e-02, eta: 11:12:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.9412, loss: 1.9412 2020-06-25 08:06:07,811 - mmaction - INFO - Epoch [20][1860/3757] lr: 2.000e-02, eta: 11:12:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0382, loss: 2.0382 2020-06-25 08:06:13,815 - mmaction - INFO - Epoch [20][1880/3757] lr: 2.000e-02, eta: 11:12:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7677, loss: 1.7677 2020-06-25 08:06:19,798 - mmaction - INFO - Epoch [20][1900/3757] lr: 2.000e-02, eta: 11:12:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3298, loss: 2.3298 2020-06-25 08:06:25,807 - mmaction - INFO - Epoch [20][1920/3757] lr: 2.000e-02, eta: 11:12:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7517, loss: 1.7517 2020-06-25 08:06:31,774 - mmaction - INFO - Epoch [20][1940/3757] lr: 2.000e-02, eta: 11:12:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0103, loss: 2.0103 2020-06-25 08:06:37,743 - mmaction - INFO - Epoch [20][1960/3757] lr: 2.000e-02, eta: 11:12:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 1.8672, loss: 1.8672 2020-06-25 08:06:43,755 - mmaction - INFO - Epoch [20][1980/3757] lr: 2.000e-02, eta: 11:11:56, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8329, loss: 1.8329 2020-06-25 08:06:49,728 - mmaction - INFO - Epoch [20][2000/3757] lr: 2.000e-02, eta: 11:11:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 2.0051, loss: 2.0051 2020-06-25 08:06:55,694 - mmaction - INFO - Epoch [20][2020/3757] lr: 2.000e-02, eta: 11:11:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9931, loss: 1.9931 2020-06-25 08:07:01,684 - mmaction - INFO - Epoch [20][2040/3757] lr: 2.000e-02, eta: 11:11:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9410, loss: 1.9410 2020-06-25 08:07:07,634 - mmaction - INFO - Epoch [20][2060/3757] lr: 2.000e-02, eta: 11:11:22, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8346, loss: 1.8346 2020-06-25 08:07:13,623 - mmaction - INFO - Epoch [20][2080/3757] lr: 2.000e-02, eta: 11:11:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7937, loss_cls: 2.2291, loss: 2.2291 2020-06-25 08:07:19,587 - mmaction - INFO - Epoch [20][2100/3757] lr: 2.000e-02, eta: 11:11:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.8187, loss_cls: 1.8248, loss: 1.8248 2020-06-25 08:07:25,585 - mmaction - INFO - Epoch [20][2120/3757] lr: 2.000e-02, eta: 11:10:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7959, loss: 1.7959 2020-06-25 08:07:31,543 - mmaction - INFO - Epoch [20][2140/3757] lr: 2.000e-02, eta: 11:10:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9554, loss: 1.9554 2020-06-25 08:07:37,511 - mmaction - INFO - Epoch [20][2160/3757] lr: 2.000e-02, eta: 11:10:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9954, loss: 1.9954 2020-06-25 08:07:43,478 - mmaction - INFO - Epoch [20][2180/3757] lr: 2.000e-02, eta: 11:10:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9448, loss: 1.9448 2020-06-25 08:07:49,456 - mmaction - INFO - Epoch [20][2200/3757] lr: 2.000e-02, eta: 11:10:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0939, loss: 2.0939 2020-06-25 08:07:55,427 - mmaction - INFO - Epoch [20][2220/3757] lr: 2.000e-02, eta: 11:10:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0707, loss: 2.0707 2020-06-25 08:08:01,417 - mmaction - INFO - Epoch [20][2240/3757] lr: 2.000e-02, eta: 11:10:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9880, loss: 1.9880 2020-06-25 08:08:07,412 - mmaction - INFO - Epoch [20][2260/3757] lr: 2.000e-02, eta: 11:09:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1277, loss: 2.1277 2020-06-25 08:08:13,406 - mmaction - INFO - Epoch [20][2280/3757] lr: 2.000e-02, eta: 11:09:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9896, loss: 1.9896 2020-06-25 08:08:19,378 - mmaction - INFO - Epoch [20][2300/3757] lr: 2.000e-02, eta: 11:09:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8688, loss: 1.8688 2020-06-25 08:08:25,351 - mmaction - INFO - Epoch [20][2320/3757] lr: 2.000e-02, eta: 11:09:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9518, loss: 1.9518 2020-06-25 08:08:31,316 - mmaction - INFO - Epoch [20][2340/3757] lr: 2.000e-02, eta: 11:09:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.8057, loss: 1.8057 2020-06-25 08:08:37,306 - mmaction - INFO - Epoch [20][2360/3757] lr: 2.000e-02, eta: 11:09:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1319, loss: 2.1319 2020-06-25 08:08:43,291 - mmaction - INFO - Epoch [20][2380/3757] lr: 2.000e-02, eta: 11:09:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0788, loss: 2.0788 2020-06-25 08:08:49,284 - mmaction - INFO - Epoch [20][2400/3757] lr: 2.000e-02, eta: 11:08:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8498, loss: 1.8498 2020-06-25 08:08:55,259 - mmaction - INFO - Epoch [20][2420/3757] lr: 2.000e-02, eta: 11:08:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0740, loss: 2.0740 2020-06-25 08:09:01,247 - mmaction - INFO - Epoch [20][2440/3757] lr: 2.000e-02, eta: 11:08:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8843, loss: 1.8843 2020-06-25 08:09:07,216 - mmaction - INFO - Epoch [20][2460/3757] lr: 2.000e-02, eta: 11:08:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0404, loss: 2.0404 2020-06-25 08:09:13,241 - mmaction - INFO - Epoch [20][2480/3757] lr: 2.000e-02, eta: 11:08:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.2313, loss: 2.2313 2020-06-25 08:09:19,228 - mmaction - INFO - Epoch [20][2500/3757] lr: 2.000e-02, eta: 11:08:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9867, loss: 1.9867 2020-06-25 08:09:25,221 - mmaction - INFO - Epoch [20][2520/3757] lr: 2.000e-02, eta: 11:08:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1571, loss: 2.1571 2020-06-25 08:09:31,216 - mmaction - INFO - Epoch [20][2540/3757] lr: 2.000e-02, eta: 11:07:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2023, loss: 2.2023 2020-06-25 08:09:37,250 - mmaction - INFO - Epoch [20][2560/3757] lr: 2.000e-02, eta: 11:07:45, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6615, loss: 1.6615 2020-06-25 08:09:43,252 - mmaction - INFO - Epoch [20][2580/3757] lr: 2.000e-02, eta: 11:07:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6011, loss: 1.6011 2020-06-25 08:09:49,248 - mmaction - INFO - Epoch [20][2600/3757] lr: 2.000e-02, eta: 11:07:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8684, loss: 1.8684 2020-06-25 08:09:55,236 - mmaction - INFO - Epoch [20][2620/3757] lr: 2.000e-02, eta: 11:07:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0931, loss: 2.0931 2020-06-25 08:10:01,188 - mmaction - INFO - Epoch [20][2640/3757] lr: 2.000e-02, eta: 11:07:10, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.7897, loss: 1.7897 2020-06-25 08:10:07,181 - mmaction - INFO - Epoch [20][2660/3757] lr: 2.000e-02, eta: 11:07:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0459, loss: 2.0459 2020-06-25 08:10:13,176 - mmaction - INFO - Epoch [20][2680/3757] lr: 2.000e-02, eta: 11:06:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.4562, top5_acc: 0.7750, loss_cls: 2.0641, loss: 2.0641 2020-06-25 08:10:19,157 - mmaction - INFO - Epoch [20][2700/3757] lr: 2.000e-02, eta: 11:06:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0785, loss: 2.0785 2020-06-25 08:10:25,130 - mmaction - INFO - Epoch [20][2720/3757] lr: 2.000e-02, eta: 11:06:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.9186, loss: 1.9186 2020-06-25 08:10:31,138 - mmaction - INFO - Epoch [20][2740/3757] lr: 2.000e-02, eta: 11:06:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1205, loss: 2.1205 2020-06-25 08:10:37,137 - mmaction - INFO - Epoch [20][2760/3757] lr: 2.000e-02, eta: 11:06:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8695, loss: 1.8695 2020-06-25 08:10:43,134 - mmaction - INFO - Epoch [20][2780/3757] lr: 2.000e-02, eta: 11:06:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7500, loss_cls: 1.9272, loss: 1.9272 2020-06-25 08:10:49,109 - mmaction - INFO - Epoch [20][2800/3757] lr: 2.000e-02, eta: 11:06:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.6963, loss: 1.6963 2020-06-25 08:10:55,114 - mmaction - INFO - Epoch [20][2820/3757] lr: 2.000e-02, eta: 11:05:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0614, loss: 2.0614 2020-06-25 08:11:01,102 - mmaction - INFO - Epoch [20][2840/3757] lr: 2.000e-02, eta: 11:05:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.7485, loss: 1.7485 2020-06-25 08:11:07,107 - mmaction - INFO - Epoch [20][2860/3757] lr: 2.000e-02, eta: 11:05:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7438, loss_cls: 1.8679, loss: 1.8679 2020-06-25 08:11:13,110 - mmaction - INFO - Epoch [20][2880/3757] lr: 2.000e-02, eta: 11:05:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.8462, loss: 1.8462 2020-06-25 08:11:19,089 - mmaction - INFO - Epoch [20][2900/3757] lr: 2.000e-02, eta: 11:05:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 1.9994, loss: 1.9994 2020-06-25 08:11:25,060 - mmaction - INFO - Epoch [20][2920/3757] lr: 2.000e-02, eta: 11:05:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0079, loss: 2.0079 2020-06-25 08:11:31,064 - mmaction - INFO - Epoch [20][2940/3757] lr: 2.000e-02, eta: 11:05:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9001, loss: 1.9001 2020-06-25 08:11:37,043 - mmaction - INFO - Epoch [20][2960/3757] lr: 2.000e-02, eta: 11:04:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8194, loss: 1.8194 2020-06-25 08:11:43,028 - mmaction - INFO - Epoch [20][2980/3757] lr: 2.000e-02, eta: 11:04:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9288, loss: 1.9288 2020-06-25 08:11:49,026 - mmaction - INFO - Epoch [20][3000/3757] lr: 2.000e-02, eta: 11:04:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1004, loss: 2.1004 2020-06-25 08:11:55,012 - mmaction - INFO - Epoch [20][3020/3757] lr: 2.000e-02, eta: 11:04:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.8063, loss_cls: 2.0288, loss: 2.0288 2020-06-25 08:12:00,998 - mmaction - INFO - Epoch [20][3040/3757] lr: 2.000e-02, eta: 11:04:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.3736, loss: 2.3736 2020-06-25 08:12:06,998 - mmaction - INFO - Epoch [20][3060/3757] lr: 2.000e-02, eta: 11:04:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1733, loss: 2.1733 2020-06-25 08:12:13,010 - mmaction - INFO - Epoch [20][3080/3757] lr: 2.000e-02, eta: 11:04:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0973, loss: 2.0973 2020-06-25 08:12:18,998 - mmaction - INFO - Epoch [20][3100/3757] lr: 2.000e-02, eta: 11:03:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.1345, loss: 2.1345 2020-06-25 08:12:24,953 - mmaction - INFO - Epoch [20][3120/3757] lr: 2.000e-02, eta: 11:03:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.8783, loss: 1.8783 2020-06-25 08:12:30,960 - mmaction - INFO - Epoch [20][3140/3757] lr: 2.000e-02, eta: 11:03:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9864, loss: 1.9864 2020-06-25 08:12:36,935 - mmaction - INFO - Epoch [20][3160/3757] lr: 2.000e-02, eta: 11:03:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9364, loss: 1.9364 2020-06-25 08:12:42,906 - mmaction - INFO - Epoch [20][3180/3757] lr: 2.000e-02, eta: 11:03:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9837, loss: 1.9837 2020-06-25 08:12:48,881 - mmaction - INFO - Epoch [20][3200/3757] lr: 2.000e-02, eta: 11:03:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1580, loss: 2.1580 2020-06-25 08:12:54,893 - mmaction - INFO - Epoch [20][3220/3757] lr: 2.000e-02, eta: 11:03:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8750, loss_cls: 1.6054, loss: 1.6054 2020-06-25 08:13:00,890 - mmaction - INFO - Epoch [20][3240/3757] lr: 2.000e-02, eta: 11:02:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.8489, loss: 1.8489 2020-06-25 08:13:06,886 - mmaction - INFO - Epoch [20][3260/3757] lr: 2.000e-02, eta: 11:02:43, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8688, loss_cls: 1.7591, loss: 1.7591 2020-06-25 08:13:12,847 - mmaction - INFO - Epoch [20][3280/3757] lr: 2.000e-02, eta: 11:02:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1559, loss: 2.1559 2020-06-25 08:13:18,845 - mmaction - INFO - Epoch [20][3300/3757] lr: 2.000e-02, eta: 11:02:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9507, loss: 1.9507 2020-06-25 08:13:24,826 - mmaction - INFO - Epoch [20][3320/3757] lr: 2.000e-02, eta: 11:02:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9326, loss: 1.9326 2020-06-25 08:13:30,817 - mmaction - INFO - Epoch [20][3340/3757] lr: 2.000e-02, eta: 11:02:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9660, loss: 1.9660 2020-06-25 08:13:36,816 - mmaction - INFO - Epoch [20][3360/3757] lr: 2.000e-02, eta: 11:02:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.0575, loss: 2.0575 2020-06-25 08:13:42,852 - mmaction - INFO - Epoch [20][3380/3757] lr: 2.000e-02, eta: 11:01:52, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8064, loss: 1.8064 2020-06-25 08:13:48,842 - mmaction - INFO - Epoch [20][3400/3757] lr: 2.000e-02, eta: 11:01:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 2.0238, loss: 2.0238 2020-06-25 08:13:54,837 - mmaction - INFO - Epoch [20][3420/3757] lr: 2.000e-02, eta: 11:01:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9034, loss: 1.9034 2020-06-25 08:14:00,824 - mmaction - INFO - Epoch [20][3440/3757] lr: 2.000e-02, eta: 11:01:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 2.0040, loss: 2.0040 2020-06-25 08:14:06,831 - mmaction - INFO - Epoch [20][3460/3757] lr: 2.000e-02, eta: 11:01:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 1.9687, loss: 1.9687 2020-06-25 08:14:12,844 - mmaction - INFO - Epoch [20][3480/3757] lr: 2.000e-02, eta: 11:01:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1591, loss: 2.1591 2020-06-25 08:14:18,827 - mmaction - INFO - Epoch [20][3500/3757] lr: 2.000e-02, eta: 11:01:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1438, loss: 2.1438 2020-06-25 08:14:24,832 - mmaction - INFO - Epoch [20][3520/3757] lr: 2.000e-02, eta: 11:00:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0600, loss: 2.0600 2020-06-25 08:14:30,817 - mmaction - INFO - Epoch [20][3540/3757] lr: 2.000e-02, eta: 11:00:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7250, loss_cls: 2.0303, loss: 2.0303 2020-06-25 08:14:36,773 - mmaction - INFO - Epoch [20][3560/3757] lr: 2.000e-02, eta: 11:00:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8290, loss: 1.8290 2020-06-25 08:14:42,767 - mmaction - INFO - Epoch [20][3580/3757] lr: 2.000e-02, eta: 11:00:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.8097, loss: 1.8097 2020-06-25 08:14:48,739 - mmaction - INFO - Epoch [20][3600/3757] lr: 2.000e-02, eta: 11:00:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9336, loss: 1.9336 2020-06-25 08:14:54,736 - mmaction - INFO - Epoch [20][3620/3757] lr: 2.000e-02, eta: 11:00:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9728, loss: 1.9728 2020-06-25 08:15:00,719 - mmaction - INFO - Epoch [20][3640/3757] lr: 2.000e-02, eta: 11:00:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.1100, loss: 2.1100 2020-06-25 08:15:06,680 - mmaction - INFO - Epoch [20][3660/3757] lr: 2.000e-02, eta: 10:59:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.8830, loss: 1.8830 2020-06-25 08:15:12,641 - mmaction - INFO - Epoch [20][3680/3757] lr: 2.000e-02, eta: 10:59:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1897, loss: 2.1897 2020-06-25 08:15:18,600 - mmaction - INFO - Epoch [20][3700/3757] lr: 2.000e-02, eta: 10:59:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.9474, loss: 1.9474 2020-06-25 08:15:24,587 - mmaction - INFO - Epoch [20][3720/3757] lr: 2.000e-02, eta: 10:59:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1282, loss: 2.1282 2020-06-25 08:15:30,571 - mmaction - INFO - Epoch [20][3740/3757] lr: 2.000e-02, eta: 10:59:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0515, loss: 2.0515 2020-06-25 08:15:42,730 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-06-25 08:20:19,754 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 08:20:20,520 - mmaction - INFO - top1_acc 0.5722 top5_acc 0.8166 2020-06-25 08:20:20,520 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 08:20:20,574 - mmaction - INFO - mean_acc 0.5722 2020-06-25 08:20:20,581 - mmaction - INFO - Epoch [20][3757/3757] lr: 2.000e-02, top1_acc: 0.5722, top5_acc: 0.8166, mean_class_accuracy: 0.5722 2020-06-25 08:23:19,787 - mmaction - INFO - Epoch [21][20/3757] lr: 2.000e-03, eta: 11:03:13, time: 8.958, data_time: 8.547, memory: 7077, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8675, loss: 1.8675 2020-06-25 08:23:25,858 - mmaction - INFO - Epoch [21][40/3757] lr: 2.000e-03, eta: 11:03:05, time: 0.305, data_time: 0.005, memory: 7077, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9789, loss: 1.9789 2020-06-25 08:23:31,834 - mmaction - INFO - Epoch [21][60/3757] lr: 2.000e-03, eta: 11:02:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9388, loss: 1.9388 2020-06-25 08:23:37,827 - mmaction - INFO - Epoch [21][80/3757] lr: 2.000e-03, eta: 11:02:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9746, loss: 1.9746 2020-06-25 08:23:43,806 - mmaction - INFO - Epoch [21][100/3757] lr: 2.000e-03, eta: 11:02:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.8645, loss: 1.8645 2020-06-25 08:23:49,792 - mmaction - INFO - Epoch [21][120/3757] lr: 2.000e-03, eta: 11:02:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7070, loss: 1.7070 2020-06-25 08:23:55,760 - mmaction - INFO - Epoch [21][140/3757] lr: 2.000e-03, eta: 11:02:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7577, loss: 1.7577 2020-06-25 08:24:01,739 - mmaction - INFO - Epoch [21][160/3757] lr: 2.000e-03, eta: 11:02:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.8047, loss: 1.8047 2020-06-25 08:24:07,718 - mmaction - INFO - Epoch [21][180/3757] lr: 2.000e-03, eta: 11:02:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8039, loss: 1.8039 2020-06-25 08:24:13,679 - mmaction - INFO - Epoch [21][200/3757] lr: 2.000e-03, eta: 11:01:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6244, loss: 1.6244 2020-06-25 08:24:19,683 - mmaction - INFO - Epoch [21][220/3757] lr: 2.000e-03, eta: 11:01:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7631, loss: 1.7631 2020-06-25 08:24:25,661 - mmaction - INFO - Epoch [21][240/3757] lr: 2.000e-03, eta: 11:01:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.7907, loss: 1.7907 2020-06-25 08:24:31,682 - mmaction - INFO - Epoch [21][260/3757] lr: 2.000e-03, eta: 11:01:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7688, loss_cls: 1.7385, loss: 1.7385 2020-06-25 08:24:37,682 - mmaction - INFO - Epoch [21][280/3757] lr: 2.000e-03, eta: 11:01:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6690, loss: 1.6690 2020-06-25 08:24:43,675 - mmaction - INFO - Epoch [21][300/3757] lr: 2.000e-03, eta: 11:01:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.7979, loss: 1.7979 2020-06-25 08:24:49,633 - mmaction - INFO - Epoch [21][320/3757] lr: 2.000e-03, eta: 11:01:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2809, loss: 1.2809 2020-06-25 08:24:55,622 - mmaction - INFO - Epoch [21][340/3757] lr: 2.000e-03, eta: 11:00:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7346, loss: 1.7346 2020-06-25 08:25:02,117 - mmaction - INFO - Epoch [21][360/3757] lr: 2.000e-03, eta: 11:00:47, time: 0.325, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4856, loss: 1.4856 2020-06-25 08:25:08,139 - mmaction - INFO - Epoch [21][380/3757] lr: 2.000e-03, eta: 11:00:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.7580, loss: 1.7580 2020-06-25 08:25:14,110 - mmaction - INFO - Epoch [21][400/3757] lr: 2.000e-03, eta: 11:00:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.5242, loss: 1.5242 2020-06-25 08:25:20,089 - mmaction - INFO - Epoch [21][420/3757] lr: 2.000e-03, eta: 11:00:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4689, loss: 1.4689 2020-06-25 08:25:26,088 - mmaction - INFO - Epoch [21][440/3757] lr: 2.000e-03, eta: 11:00:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.7886, loss: 1.7886 2020-06-25 08:25:32,084 - mmaction - INFO - Epoch [21][460/3757] lr: 2.000e-03, eta: 11:00:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4081, loss: 1.4081 2020-06-25 08:25:38,065 - mmaction - INFO - Epoch [21][480/3757] lr: 2.000e-03, eta: 10:59:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.8386, loss: 1.8386 2020-06-25 08:25:44,050 - mmaction - INFO - Epoch [21][500/3757] lr: 2.000e-03, eta: 10:59:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4732, loss: 1.4732 2020-06-25 08:25:50,024 - mmaction - INFO - Epoch [21][520/3757] lr: 2.000e-03, eta: 10:59:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7383, loss: 1.7383 2020-06-25 08:25:55,999 - mmaction - INFO - Epoch [21][540/3757] lr: 2.000e-03, eta: 10:59:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5710, loss: 1.5710 2020-06-25 08:26:01,986 - mmaction - INFO - Epoch [21][560/3757] lr: 2.000e-03, eta: 10:59:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8750, loss_cls: 1.5795, loss: 1.5795 2020-06-25 08:26:07,939 - mmaction - INFO - Epoch [21][580/3757] lr: 2.000e-03, eta: 10:59:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8375, loss_cls: 1.6067, loss: 1.6067 2020-06-25 08:26:13,933 - mmaction - INFO - Epoch [21][600/3757] lr: 2.000e-03, eta: 10:59:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.8294, loss: 1.8294 2020-06-25 08:26:19,925 - mmaction - INFO - Epoch [21][620/3757] lr: 2.000e-03, eta: 10:58:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7318, loss: 1.7318 2020-06-25 08:26:25,922 - mmaction - INFO - Epoch [21][640/3757] lr: 2.000e-03, eta: 10:58:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0218, loss: 2.0218 2020-06-25 08:26:31,919 - mmaction - INFO - Epoch [21][660/3757] lr: 2.000e-03, eta: 10:58:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5803, loss: 1.5803 2020-06-25 08:26:37,913 - mmaction - INFO - Epoch [21][680/3757] lr: 2.000e-03, eta: 10:58:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5121, loss: 1.5121 2020-06-25 08:26:43,885 - mmaction - INFO - Epoch [21][700/3757] lr: 2.000e-03, eta: 10:58:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.5261, loss: 1.5261 2020-06-25 08:26:49,864 - mmaction - INFO - Epoch [21][720/3757] lr: 2.000e-03, eta: 10:58:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.6955, loss: 1.6955 2020-06-25 08:26:55,836 - mmaction - INFO - Epoch [21][740/3757] lr: 2.000e-03, eta: 10:58:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8429, loss: 1.8429 2020-06-25 08:27:01,814 - mmaction - INFO - Epoch [21][760/3757] lr: 2.000e-03, eta: 10:57:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.5187, loss: 1.5187 2020-06-25 08:27:07,793 - mmaction - INFO - Epoch [21][780/3757] lr: 2.000e-03, eta: 10:57:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3766, loss: 1.3766 2020-06-25 08:27:13,788 - mmaction - INFO - Epoch [21][800/3757] lr: 2.000e-03, eta: 10:57:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.5554, loss: 1.5554 2020-06-25 08:27:19,785 - mmaction - INFO - Epoch [21][820/3757] lr: 2.000e-03, eta: 10:57:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4472, loss: 1.4472 2020-06-25 08:27:25,774 - mmaction - INFO - Epoch [21][840/3757] lr: 2.000e-03, eta: 10:57:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.4243, loss: 1.4243 2020-06-25 08:27:31,755 - mmaction - INFO - Epoch [21][860/3757] lr: 2.000e-03, eta: 10:57:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.6760, loss: 1.6760 2020-06-25 08:27:37,742 - mmaction - INFO - Epoch [21][880/3757] lr: 2.000e-03, eta: 10:57:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.3535, loss: 1.3535 2020-06-25 08:27:43,734 - mmaction - INFO - Epoch [21][900/3757] lr: 2.000e-03, eta: 10:56:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6591, loss: 1.6591 2020-06-25 08:27:49,697 - mmaction - INFO - Epoch [21][920/3757] lr: 2.000e-03, eta: 10:56:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5731, loss: 1.5731 2020-06-25 08:27:55,693 - mmaction - INFO - Epoch [21][940/3757] lr: 2.000e-03, eta: 10:56:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4847, loss: 1.4847 2020-06-25 08:28:01,650 - mmaction - INFO - Epoch [21][960/3757] lr: 2.000e-03, eta: 10:56:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.4901, loss: 1.4901 2020-06-25 08:28:07,602 - mmaction - INFO - Epoch [21][980/3757] lr: 2.000e-03, eta: 10:56:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.8169, loss: 1.8169 2020-06-25 08:28:13,555 - mmaction - INFO - Epoch [21][1000/3757] lr: 2.000e-03, eta: 10:56:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2315, loss: 1.2315 2020-06-25 08:28:19,528 - mmaction - INFO - Epoch [21][1020/3757] lr: 2.000e-03, eta: 10:56:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4509, loss: 1.4509 2020-06-25 08:28:25,490 - mmaction - INFO - Epoch [21][1040/3757] lr: 2.000e-03, eta: 10:55:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4513, loss: 1.4513 2020-06-25 08:28:31,470 - mmaction - INFO - Epoch [21][1060/3757] lr: 2.000e-03, eta: 10:55:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5700, loss: 1.5700 2020-06-25 08:28:37,457 - mmaction - INFO - Epoch [21][1080/3757] lr: 2.000e-03, eta: 10:55:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6200, loss: 1.6200 2020-06-25 08:28:43,423 - mmaction - INFO - Epoch [21][1100/3757] lr: 2.000e-03, eta: 10:55:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.5012, loss: 1.5012 2020-06-25 08:28:49,371 - mmaction - INFO - Epoch [21][1120/3757] lr: 2.000e-03, eta: 10:55:19, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6124, loss: 1.6124 2020-06-25 08:28:55,357 - mmaction - INFO - Epoch [21][1140/3757] lr: 2.000e-03, eta: 10:55:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.5522, loss: 1.5522 2020-06-25 08:29:01,341 - mmaction - INFO - Epoch [21][1160/3757] lr: 2.000e-03, eta: 10:55:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3979, loss: 1.3979 2020-06-25 08:29:07,332 - mmaction - INFO - Epoch [21][1180/3757] lr: 2.000e-03, eta: 10:54:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3915, loss: 1.3915 2020-06-25 08:29:13,328 - mmaction - INFO - Epoch [21][1200/3757] lr: 2.000e-03, eta: 10:54:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8750, loss_cls: 1.5557, loss: 1.5557 2020-06-25 08:29:19,332 - mmaction - INFO - Epoch [21][1220/3757] lr: 2.000e-03, eta: 10:54:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7442, loss: 1.7442 2020-06-25 08:29:25,323 - mmaction - INFO - Epoch [21][1240/3757] lr: 2.000e-03, eta: 10:54:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.6594, loss: 1.6594 2020-06-25 08:29:33,637 - mmaction - INFO - Epoch [21][1260/3757] lr: 2.000e-03, eta: 10:54:22, time: 0.416, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3573, loss: 1.3573 2020-06-25 08:29:39,649 - mmaction - INFO - Epoch [21][1280/3757] lr: 2.000e-03, eta: 10:54:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4428, loss: 1.4428 2020-06-25 08:29:45,658 - mmaction - INFO - Epoch [21][1300/3757] lr: 2.000e-03, eta: 10:54:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6668, loss: 1.6668 2020-06-25 08:29:51,672 - mmaction - INFO - Epoch [21][1320/3757] lr: 2.000e-03, eta: 10:53:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9125, loss_cls: 1.2537, loss: 1.2537 2020-06-25 08:29:57,685 - mmaction - INFO - Epoch [21][1340/3757] lr: 2.000e-03, eta: 10:53:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4653, loss: 1.4653 2020-06-25 08:30:04,203 - mmaction - INFO - Epoch [21][1360/3757] lr: 2.000e-03, eta: 10:53:40, time: 0.326, data_time: 0.003, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6719, loss: 1.6719 2020-06-25 08:30:10,173 - mmaction - INFO - Epoch [21][1380/3757] lr: 2.000e-03, eta: 10:53:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.4833, loss: 1.4833 2020-06-25 08:30:16,142 - mmaction - INFO - Epoch [21][1400/3757] lr: 2.000e-03, eta: 10:53:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8026, loss: 1.8026 2020-06-25 08:30:22,113 - mmaction - INFO - Epoch [21][1420/3757] lr: 2.000e-03, eta: 10:53:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8812, loss_cls: 1.5014, loss: 1.5014 2020-06-25 08:30:28,084 - mmaction - INFO - Epoch [21][1440/3757] lr: 2.000e-03, eta: 10:53:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.5195, loss: 1.5195 2020-06-25 08:30:34,572 - mmaction - INFO - Epoch [21][1460/3757] lr: 2.000e-03, eta: 10:52:58, time: 0.325, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5432, loss: 1.5432 2020-06-25 08:30:40,576 - mmaction - INFO - Epoch [21][1480/3757] lr: 2.000e-03, eta: 10:52:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.4975, loss: 1.4975 2020-06-25 08:30:46,560 - mmaction - INFO - Epoch [21][1500/3757] lr: 2.000e-03, eta: 10:52:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6506, loss: 1.6506 2020-06-25 08:30:52,527 - mmaction - INFO - Epoch [21][1520/3757] lr: 2.000e-03, eta: 10:52:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4308, loss: 1.4308 2020-06-25 08:30:58,507 - mmaction - INFO - Epoch [21][1540/3757] lr: 2.000e-03, eta: 10:52:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8217, loss: 1.8217 2020-06-25 08:31:04,486 - mmaction - INFO - Epoch [21][1560/3757] lr: 2.000e-03, eta: 10:52:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.4982, loss: 1.4982 2020-06-25 08:31:10,476 - mmaction - INFO - Epoch [21][1580/3757] lr: 2.000e-03, eta: 10:52:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5789, loss: 1.5789 2020-06-25 08:31:16,469 - mmaction - INFO - Epoch [21][1600/3757] lr: 2.000e-03, eta: 10:51:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8562, loss_cls: 1.5299, loss: 1.5299 2020-06-25 08:31:22,433 - mmaction - INFO - Epoch [21][1620/3757] lr: 2.000e-03, eta: 10:51:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.5551, loss: 1.5551 2020-06-25 08:31:28,433 - mmaction - INFO - Epoch [21][1640/3757] lr: 2.000e-03, eta: 10:51:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5826, loss: 1.5826 2020-06-25 08:31:34,404 - mmaction - INFO - Epoch [21][1660/3757] lr: 2.000e-03, eta: 10:51:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.6641, loss: 1.6641 2020-06-25 08:31:40,406 - mmaction - INFO - Epoch [21][1680/3757] lr: 2.000e-03, eta: 10:51:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.4781, loss: 1.4781 2020-06-25 08:31:46,391 - mmaction - INFO - Epoch [21][1700/3757] lr: 2.000e-03, eta: 10:51:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3782, loss: 1.3782 2020-06-25 08:31:52,384 - mmaction - INFO - Epoch [21][1720/3757] lr: 2.000e-03, eta: 10:51:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5326, loss: 1.5326 2020-06-25 08:31:58,350 - mmaction - INFO - Epoch [21][1740/3757] lr: 2.000e-03, eta: 10:50:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3066, loss: 1.3066 2020-06-25 08:32:04,362 - mmaction - INFO - Epoch [21][1760/3757] lr: 2.000e-03, eta: 10:50:49, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3133, loss: 1.3133 2020-06-25 08:32:10,378 - mmaction - INFO - Epoch [21][1780/3757] lr: 2.000e-03, eta: 10:50:41, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.5361, loss: 1.5361 2020-06-25 08:32:16,357 - mmaction - INFO - Epoch [21][1800/3757] lr: 2.000e-03, eta: 10:50:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.6234, loss: 1.6234 2020-06-25 08:32:22,346 - mmaction - INFO - Epoch [21][1820/3757] lr: 2.000e-03, eta: 10:50:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.4201, loss: 1.4201 2020-06-25 08:32:28,355 - mmaction - INFO - Epoch [21][1840/3757] lr: 2.000e-03, eta: 10:50:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.8091, loss: 1.8091 2020-06-25 08:32:34,349 - mmaction - INFO - Epoch [21][1860/3757] lr: 2.000e-03, eta: 10:50:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5835, loss: 1.5835 2020-06-25 08:32:40,311 - mmaction - INFO - Epoch [21][1880/3757] lr: 2.000e-03, eta: 10:49:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1748, loss: 1.1748 2020-06-25 08:32:46,283 - mmaction - INFO - Epoch [21][1900/3757] lr: 2.000e-03, eta: 10:49:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.6551, loss: 1.6551 2020-06-25 08:32:52,277 - mmaction - INFO - Epoch [21][1920/3757] lr: 2.000e-03, eta: 10:49:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4614, loss: 1.4614 2020-06-25 08:32:58,257 - mmaction - INFO - Epoch [21][1940/3757] lr: 2.000e-03, eta: 10:49:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.5699, loss: 1.5699 2020-06-25 08:33:04,258 - mmaction - INFO - Epoch [21][1960/3757] lr: 2.000e-03, eta: 10:49:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.7324, loss: 1.7324 2020-06-25 08:33:10,286 - mmaction - INFO - Epoch [21][1980/3757] lr: 2.000e-03, eta: 10:49:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2555, loss: 1.2555 2020-06-25 08:33:16,271 - mmaction - INFO - Epoch [21][2000/3757] lr: 2.000e-03, eta: 10:49:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6922, loss: 1.6922 2020-06-25 08:33:22,246 - mmaction - INFO - Epoch [21][2020/3757] lr: 2.000e-03, eta: 10:48:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5254, loss: 1.5254 2020-06-25 08:33:28,236 - mmaction - INFO - Epoch [21][2040/3757] lr: 2.000e-03, eta: 10:48:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6261, loss: 1.6261 2020-06-25 08:33:34,201 - mmaction - INFO - Epoch [21][2060/3757] lr: 2.000e-03, eta: 10:48:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5735, loss: 1.5735 2020-06-25 08:33:40,180 - mmaction - INFO - Epoch [21][2080/3757] lr: 2.000e-03, eta: 10:48:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3789, loss: 1.3789 2020-06-25 08:33:46,152 - mmaction - INFO - Epoch [21][2100/3757] lr: 2.000e-03, eta: 10:48:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3286, loss: 1.3286 2020-06-25 08:33:52,178 - mmaction - INFO - Epoch [21][2120/3757] lr: 2.000e-03, eta: 10:48:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5656, loss: 1.5656 2020-06-25 08:33:58,165 - mmaction - INFO - Epoch [21][2140/3757] lr: 2.000e-03, eta: 10:48:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4787, loss: 1.4787 2020-06-25 08:34:04,163 - mmaction - INFO - Epoch [21][2160/3757] lr: 2.000e-03, eta: 10:47:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3435, loss: 1.3435 2020-06-25 08:34:10,182 - mmaction - INFO - Epoch [21][2180/3757] lr: 2.000e-03, eta: 10:47:50, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.6371, loss: 1.6371 2020-06-25 08:34:16,154 - mmaction - INFO - Epoch [21][2200/3757] lr: 2.000e-03, eta: 10:47:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.6643, loss: 1.6643 2020-06-25 08:34:22,142 - mmaction - INFO - Epoch [21][2220/3757] lr: 2.000e-03, eta: 10:47:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4156, loss: 1.4156 2020-06-25 08:34:28,163 - mmaction - INFO - Epoch [21][2240/3757] lr: 2.000e-03, eta: 10:47:24, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5583, loss: 1.5583 2020-06-25 08:34:34,132 - mmaction - INFO - Epoch [21][2260/3757] lr: 2.000e-03, eta: 10:47:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4962, loss: 1.4962 2020-06-25 08:34:40,156 - mmaction - INFO - Epoch [21][2280/3757] lr: 2.000e-03, eta: 10:47:07, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.5178, loss: 1.5178 2020-06-25 08:34:46,125 - mmaction - INFO - Epoch [21][2300/3757] lr: 2.000e-03, eta: 10:46:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4730, loss: 1.4730 2020-06-25 08:34:52,124 - mmaction - INFO - Epoch [21][2320/3757] lr: 2.000e-03, eta: 10:46:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4101, loss: 1.4101 2020-06-25 08:34:58,109 - mmaction - INFO - Epoch [21][2340/3757] lr: 2.000e-03, eta: 10:46:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2935, loss: 1.2935 2020-06-25 08:35:04,242 - mmaction - INFO - Epoch [21][2360/3757] lr: 2.000e-03, eta: 10:46:33, time: 0.306, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3374, loss: 1.3374 2020-06-25 08:35:10,251 - mmaction - INFO - Epoch [21][2380/3757] lr: 2.000e-03, eta: 10:46:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8385, loss: 1.8385 2020-06-25 08:35:16,227 - mmaction - INFO - Epoch [21][2400/3757] lr: 2.000e-03, eta: 10:46:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5422, loss: 1.5422 2020-06-25 08:35:22,203 - mmaction - INFO - Epoch [21][2420/3757] lr: 2.000e-03, eta: 10:46:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5497, loss: 1.5497 2020-06-25 08:35:28,158 - mmaction - INFO - Epoch [21][2440/3757] lr: 2.000e-03, eta: 10:45:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6030, loss: 1.6030 2020-06-25 08:35:34,126 - mmaction - INFO - Epoch [21][2460/3757] lr: 2.000e-03, eta: 10:45:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2069, loss: 1.2069 2020-06-25 08:35:40,136 - mmaction - INFO - Epoch [21][2480/3757] lr: 2.000e-03, eta: 10:45:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4999, loss: 1.4999 2020-06-25 08:35:46,124 - mmaction - INFO - Epoch [21][2500/3757] lr: 2.000e-03, eta: 10:45:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.6596, loss: 1.6596 2020-06-25 08:35:52,103 - mmaction - INFO - Epoch [21][2520/3757] lr: 2.000e-03, eta: 10:45:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5752, loss: 1.5752 2020-06-25 08:35:58,113 - mmaction - INFO - Epoch [21][2540/3757] lr: 2.000e-03, eta: 10:45:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3951, loss: 1.3951 2020-06-25 08:36:04,089 - mmaction - INFO - Epoch [21][2560/3757] lr: 2.000e-03, eta: 10:45:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.5752, loss: 1.5752 2020-06-25 08:36:10,069 - mmaction - INFO - Epoch [21][2580/3757] lr: 2.000e-03, eta: 10:45:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4100, loss: 1.4100 2020-06-25 08:36:16,092 - mmaction - INFO - Epoch [21][2600/3757] lr: 2.000e-03, eta: 10:44:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3940, loss: 1.3940 2020-06-25 08:36:22,097 - mmaction - INFO - Epoch [21][2620/3757] lr: 2.000e-03, eta: 10:44:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.4174, loss: 1.4174 2020-06-25 08:36:28,085 - mmaction - INFO - Epoch [21][2640/3757] lr: 2.000e-03, eta: 10:44:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4788, loss: 1.4788 2020-06-25 08:36:34,066 - mmaction - INFO - Epoch [21][2660/3757] lr: 2.000e-03, eta: 10:44:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.9125, loss_cls: 1.3797, loss: 1.3797 2020-06-25 08:36:40,052 - mmaction - INFO - Epoch [21][2680/3757] lr: 2.000e-03, eta: 10:44:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6125, loss: 1.6125 2020-06-25 08:36:46,025 - mmaction - INFO - Epoch [21][2700/3757] lr: 2.000e-03, eta: 10:44:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.6296, loss: 1.6296 2020-06-25 08:36:52,017 - mmaction - INFO - Epoch [21][2720/3757] lr: 2.000e-03, eta: 10:44:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.3658, loss: 1.3658 2020-06-25 08:36:58,011 - mmaction - INFO - Epoch [21][2740/3757] lr: 2.000e-03, eta: 10:43:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4117, loss: 1.4117 2020-06-25 08:37:04,004 - mmaction - INFO - Epoch [21][2760/3757] lr: 2.000e-03, eta: 10:43:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4994, loss: 1.4994 2020-06-25 08:37:09,992 - mmaction - INFO - Epoch [21][2780/3757] lr: 2.000e-03, eta: 10:43:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5839, loss: 1.5839 2020-06-25 08:37:15,983 - mmaction - INFO - Epoch [21][2800/3757] lr: 2.000e-03, eta: 10:43:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6976, loss: 1.6976 2020-06-25 08:37:21,964 - mmaction - INFO - Epoch [21][2820/3757] lr: 2.000e-03, eta: 10:43:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6234, loss: 1.6234 2020-06-25 08:37:27,954 - mmaction - INFO - Epoch [21][2840/3757] lr: 2.000e-03, eta: 10:43:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3701, loss: 1.3701 2020-06-25 08:37:33,946 - mmaction - INFO - Epoch [21][2860/3757] lr: 2.000e-03, eta: 10:43:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5960, loss: 1.5960 2020-06-25 08:37:39,942 - mmaction - INFO - Epoch [21][2880/3757] lr: 2.000e-03, eta: 10:42:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8313, loss_cls: 1.7653, loss: 1.7653 2020-06-25 08:37:45,919 - mmaction - INFO - Epoch [21][2900/3757] lr: 2.000e-03, eta: 10:42:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5841, loss: 1.5841 2020-06-25 08:37:51,907 - mmaction - INFO - Epoch [21][2920/3757] lr: 2.000e-03, eta: 10:42:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7331, loss: 1.7331 2020-06-25 08:37:57,911 - mmaction - INFO - Epoch [21][2940/3757] lr: 2.000e-03, eta: 10:42:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.6556, loss: 1.6556 2020-06-25 08:38:03,861 - mmaction - INFO - Epoch [21][2960/3757] lr: 2.000e-03, eta: 10:42:19, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.7955, loss: 1.7955 2020-06-25 08:38:09,893 - mmaction - INFO - Epoch [21][2980/3757] lr: 2.000e-03, eta: 10:42:10, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6266, loss: 1.6266 2020-06-25 08:38:15,868 - mmaction - INFO - Epoch [21][3000/3757] lr: 2.000e-03, eta: 10:42:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4755, loss: 1.4755 2020-06-25 08:38:21,867 - mmaction - INFO - Epoch [21][3020/3757] lr: 2.000e-03, eta: 10:41:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.3009, loss: 1.3009 2020-06-25 08:38:27,872 - mmaction - INFO - Epoch [21][3040/3757] lr: 2.000e-03, eta: 10:41:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.5117, loss: 1.5117 2020-06-25 08:38:33,890 - mmaction - INFO - Epoch [21][3060/3757] lr: 2.000e-03, eta: 10:41:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4311, loss: 1.4311 2020-06-25 08:38:39,884 - mmaction - INFO - Epoch [21][3080/3757] lr: 2.000e-03, eta: 10:41:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.4710, loss: 1.4710 2020-06-25 08:38:45,851 - mmaction - INFO - Epoch [21][3100/3757] lr: 2.000e-03, eta: 10:41:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.4614, loss: 1.4614 2020-06-25 08:38:51,864 - mmaction - INFO - Epoch [21][3120/3757] lr: 2.000e-03, eta: 10:41:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7474, loss: 1.7474 2020-06-25 08:38:57,872 - mmaction - INFO - Epoch [21][3140/3757] lr: 2.000e-03, eta: 10:41:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8438, loss_cls: 1.7187, loss: 1.7187 2020-06-25 08:39:03,868 - mmaction - INFO - Epoch [21][3160/3757] lr: 2.000e-03, eta: 10:40:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.4877, loss: 1.4877 2020-06-25 08:39:09,863 - mmaction - INFO - Epoch [21][3180/3757] lr: 2.000e-03, eta: 10:40:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7688, loss_cls: 1.6943, loss: 1.6943 2020-06-25 08:39:15,824 - mmaction - INFO - Epoch [21][3200/3757] lr: 2.000e-03, eta: 10:40:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5448, loss: 1.5448 2020-06-25 08:39:21,814 - mmaction - INFO - Epoch [21][3220/3757] lr: 2.000e-03, eta: 10:40:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.4058, loss: 1.4058 2020-06-25 08:39:27,806 - mmaction - INFO - Epoch [21][3240/3757] lr: 2.000e-03, eta: 10:40:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3763, loss: 1.3763 2020-06-25 08:39:33,821 - mmaction - INFO - Epoch [21][3260/3757] lr: 2.000e-03, eta: 10:40:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.5680, loss: 1.5680 2020-06-25 08:39:39,804 - mmaction - INFO - Epoch [21][3280/3757] lr: 2.000e-03, eta: 10:40:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.6446, loss: 1.6446 2020-06-25 08:39:45,811 - mmaction - INFO - Epoch [21][3300/3757] lr: 2.000e-03, eta: 10:39:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4531, loss: 1.4531 2020-06-25 08:39:51,819 - mmaction - INFO - Epoch [21][3320/3757] lr: 2.000e-03, eta: 10:39:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.5562, loss: 1.5562 2020-06-25 08:39:57,801 - mmaction - INFO - Epoch [21][3340/3757] lr: 2.000e-03, eta: 10:39:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7296, loss: 1.7296 2020-06-25 08:40:03,831 - mmaction - INFO - Epoch [21][3360/3757] lr: 2.000e-03, eta: 10:39:30, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8375, loss_cls: 1.5703, loss: 1.5703 2020-06-25 08:40:09,818 - mmaction - INFO - Epoch [21][3380/3757] lr: 2.000e-03, eta: 10:39:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4598, loss: 1.4598 2020-06-25 08:40:15,800 - mmaction - INFO - Epoch [21][3400/3757] lr: 2.000e-03, eta: 10:39:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4822, loss: 1.4822 2020-06-25 08:40:21,794 - mmaction - INFO - Epoch [21][3420/3757] lr: 2.000e-03, eta: 10:39:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8562, loss_cls: 1.5818, loss: 1.5818 2020-06-25 08:40:27,805 - mmaction - INFO - Epoch [21][3440/3757] lr: 2.000e-03, eta: 10:38:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7148, loss: 1.7148 2020-06-25 08:40:33,800 - mmaction - INFO - Epoch [21][3460/3757] lr: 2.000e-03, eta: 10:38:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.6751, loss: 1.6751 2020-06-25 08:40:39,799 - mmaction - INFO - Epoch [21][3480/3757] lr: 2.000e-03, eta: 10:38:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4774, loss: 1.4774 2020-06-25 08:40:45,778 - mmaction - INFO - Epoch [21][3500/3757] lr: 2.000e-03, eta: 10:38:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.7433, loss: 1.7433 2020-06-25 08:40:51,770 - mmaction - INFO - Epoch [21][3520/3757] lr: 2.000e-03, eta: 10:38:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.5695, loss: 1.5695 2020-06-25 08:40:57,752 - mmaction - INFO - Epoch [21][3540/3757] lr: 2.000e-03, eta: 10:38:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4239, loss: 1.4239 2020-06-25 08:41:03,732 - mmaction - INFO - Epoch [21][3560/3757] lr: 2.000e-03, eta: 10:38:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8688, loss_cls: 1.4632, loss: 1.4632 2020-06-25 08:41:09,704 - mmaction - INFO - Epoch [21][3580/3757] lr: 2.000e-03, eta: 10:37:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.6048, loss: 1.6048 2020-06-25 08:41:15,717 - mmaction - INFO - Epoch [21][3600/3757] lr: 2.000e-03, eta: 10:37:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.4971, loss: 1.4971 2020-06-25 08:41:21,711 - mmaction - INFO - Epoch [21][3620/3757] lr: 2.000e-03, eta: 10:37:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.7979, loss: 1.7979 2020-06-25 08:41:27,682 - mmaction - INFO - Epoch [21][3640/3757] lr: 2.000e-03, eta: 10:37:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5548, loss: 1.5548 2020-06-25 08:41:33,678 - mmaction - INFO - Epoch [21][3660/3757] lr: 2.000e-03, eta: 10:37:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.7449, loss: 1.7449 2020-06-25 08:41:39,713 - mmaction - INFO - Epoch [21][3680/3757] lr: 2.000e-03, eta: 10:37:15, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.4394, loss: 1.4394 2020-06-25 08:41:45,700 - mmaction - INFO - Epoch [21][3700/3757] lr: 2.000e-03, eta: 10:37:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.7079, loss: 1.7079 2020-06-25 08:41:51,706 - mmaction - INFO - Epoch [21][3720/3757] lr: 2.000e-03, eta: 10:36:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4223, loss: 1.4223 2020-06-25 08:41:57,693 - mmaction - INFO - Epoch [21][3740/3757] lr: 2.000e-03, eta: 10:36:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4577, loss: 1.4577 2020-06-25 08:44:57,652 - mmaction - INFO - Epoch [22][20/3757] lr: 2.000e-03, eta: 10:40:13, time: 8.504, data_time: 8.086, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0713, loss: 1.0713 2020-06-25 08:45:03,814 - mmaction - INFO - Epoch [22][40/3757] lr: 2.000e-03, eta: 10:40:05, time: 0.309, data_time: 0.007, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6486, loss: 1.6486 2020-06-25 08:45:09,802 - mmaction - INFO - Epoch [22][60/3757] lr: 2.000e-03, eta: 10:39:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2594, loss: 1.2594 2020-06-25 08:45:15,819 - mmaction - INFO - Epoch [22][80/3757] lr: 2.000e-03, eta: 10:39:48, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8000, loss_cls: 1.5570, loss: 1.5570 2020-06-25 08:45:21,819 - mmaction - INFO - Epoch [22][100/3757] lr: 2.000e-03, eta: 10:39:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6207, loss: 1.6207 2020-06-25 08:45:27,809 - mmaction - INFO - Epoch [22][120/3757] lr: 2.000e-03, eta: 10:39:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4237, loss: 1.4237 2020-06-25 08:45:33,772 - mmaction - INFO - Epoch [22][140/3757] lr: 2.000e-03, eta: 10:39:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4278, loss: 1.4278 2020-06-25 08:45:39,735 - mmaction - INFO - Epoch [22][160/3757] lr: 2.000e-03, eta: 10:39:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3912, loss: 1.3912 2020-06-25 08:45:45,717 - mmaction - INFO - Epoch [22][180/3757] lr: 2.000e-03, eta: 10:39:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4220, loss: 1.4220 2020-06-25 08:45:51,698 - mmaction - INFO - Epoch [22][200/3757] lr: 2.000e-03, eta: 10:38:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2820, loss: 1.2820 2020-06-25 08:45:57,685 - mmaction - INFO - Epoch [22][220/3757] lr: 2.000e-03, eta: 10:38:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4076, loss: 1.4076 2020-06-25 08:46:03,685 - mmaction - INFO - Epoch [22][240/3757] lr: 2.000e-03, eta: 10:38:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3798, loss: 1.3798 2020-06-25 08:46:09,661 - mmaction - INFO - Epoch [22][260/3757] lr: 2.000e-03, eta: 10:38:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5422, loss: 1.5422 2020-06-25 08:46:15,657 - mmaction - INFO - Epoch [22][280/3757] lr: 2.000e-03, eta: 10:38:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6647, loss: 1.6647 2020-06-25 08:46:21,628 - mmaction - INFO - Epoch [22][300/3757] lr: 2.000e-03, eta: 10:38:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4140, loss: 1.4140 2020-06-25 08:46:27,637 - mmaction - INFO - Epoch [22][320/3757] lr: 2.000e-03, eta: 10:38:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1556, loss: 1.1556 2020-06-25 08:46:33,618 - mmaction - INFO - Epoch [22][340/3757] lr: 2.000e-03, eta: 10:37:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.6060, loss: 1.6060 2020-06-25 08:46:39,621 - mmaction - INFO - Epoch [22][360/3757] lr: 2.000e-03, eta: 10:37:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6187, loss: 1.6187 2020-06-25 08:46:45,587 - mmaction - INFO - Epoch [22][380/3757] lr: 2.000e-03, eta: 10:37:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6701, loss: 1.6701 2020-06-25 08:46:51,591 - mmaction - INFO - Epoch [22][400/3757] lr: 2.000e-03, eta: 10:37:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3926, loss: 1.3926 2020-06-25 08:46:57,594 - mmaction - INFO - Epoch [22][420/3757] lr: 2.000e-03, eta: 10:37:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5185, loss: 1.5185 2020-06-25 08:47:03,571 - mmaction - INFO - Epoch [22][440/3757] lr: 2.000e-03, eta: 10:37:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5282, loss: 1.5282 2020-06-25 08:47:09,593 - mmaction - INFO - Epoch [22][460/3757] lr: 2.000e-03, eta: 10:37:06, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8000, loss_cls: 1.5041, loss: 1.5041 2020-06-25 08:47:15,585 - mmaction - INFO - Epoch [22][480/3757] lr: 2.000e-03, eta: 10:36:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6229, loss: 1.6229 2020-06-25 08:47:21,553 - mmaction - INFO - Epoch [22][500/3757] lr: 2.000e-03, eta: 10:36:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6190, loss: 1.6190 2020-06-25 08:47:27,557 - mmaction - INFO - Epoch [22][520/3757] lr: 2.000e-03, eta: 10:36:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8000, loss_cls: 1.4414, loss: 1.4414 2020-06-25 08:47:33,568 - mmaction - INFO - Epoch [22][540/3757] lr: 2.000e-03, eta: 10:36:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6987, loss: 1.6987 2020-06-25 08:47:39,556 - mmaction - INFO - Epoch [22][560/3757] lr: 2.000e-03, eta: 10:36:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6231, loss: 1.6231 2020-06-25 08:47:45,508 - mmaction - INFO - Epoch [22][580/3757] lr: 2.000e-03, eta: 10:36:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5239, loss: 1.5239 2020-06-25 08:47:51,502 - mmaction - INFO - Epoch [22][600/3757] lr: 2.000e-03, eta: 10:36:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7670, loss: 1.7670 2020-06-25 08:47:57,473 - mmaction - INFO - Epoch [22][620/3757] lr: 2.000e-03, eta: 10:35:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6290, loss: 1.6290 2020-06-25 08:48:03,471 - mmaction - INFO - Epoch [22][640/3757] lr: 2.000e-03, eta: 10:35:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3665, loss: 1.3665 2020-06-25 08:48:09,446 - mmaction - INFO - Epoch [22][660/3757] lr: 2.000e-03, eta: 10:35:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1191, loss: 1.1191 2020-06-25 08:48:15,412 - mmaction - INFO - Epoch [22][680/3757] lr: 2.000e-03, eta: 10:35:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5005, loss: 1.5005 2020-06-25 08:48:21,356 - mmaction - INFO - Epoch [22][700/3757] lr: 2.000e-03, eta: 10:35:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6373, loss: 1.6373 2020-06-25 08:48:27,312 - mmaction - INFO - Epoch [22][720/3757] lr: 2.000e-03, eta: 10:35:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.7553, loss: 1.7553 2020-06-25 08:48:33,289 - mmaction - INFO - Epoch [22][740/3757] lr: 2.000e-03, eta: 10:35:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3077, loss: 1.3077 2020-06-25 08:48:39,277 - mmaction - INFO - Epoch [22][760/3757] lr: 2.000e-03, eta: 10:34:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5514, loss: 1.5514 2020-06-25 08:48:45,272 - mmaction - INFO - Epoch [22][780/3757] lr: 2.000e-03, eta: 10:34:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4433, loss: 1.4433 2020-06-25 08:48:51,280 - mmaction - INFO - Epoch [22][800/3757] lr: 2.000e-03, eta: 10:34:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5258, loss: 1.5258 2020-06-25 08:48:57,251 - mmaction - INFO - Epoch [22][820/3757] lr: 2.000e-03, eta: 10:34:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4368, loss: 1.4368 2020-06-25 08:49:03,223 - mmaction - INFO - Epoch [22][840/3757] lr: 2.000e-03, eta: 10:34:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3654, loss: 1.3654 2020-06-25 08:49:09,206 - mmaction - INFO - Epoch [22][860/3757] lr: 2.000e-03, eta: 10:34:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2788, loss: 1.2788 2020-06-25 08:49:15,185 - mmaction - INFO - Epoch [22][880/3757] lr: 2.000e-03, eta: 10:34:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7908, loss: 1.7908 2020-06-25 08:49:21,179 - mmaction - INFO - Epoch [22][900/3757] lr: 2.000e-03, eta: 10:34:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4787, loss: 1.4787 2020-06-25 08:49:27,146 - mmaction - INFO - Epoch [22][920/3757] lr: 2.000e-03, eta: 10:33:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5474, loss: 1.5474 2020-06-25 08:49:33,160 - mmaction - INFO - Epoch [22][940/3757] lr: 2.000e-03, eta: 10:33:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.6661, loss: 1.6661 2020-06-25 08:49:39,149 - mmaction - INFO - Epoch [22][960/3757] lr: 2.000e-03, eta: 10:33:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3195, loss: 1.3195 2020-06-25 08:49:45,162 - mmaction - INFO - Epoch [22][980/3757] lr: 2.000e-03, eta: 10:33:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3202, loss: 1.3202 2020-06-25 08:49:51,146 - mmaction - INFO - Epoch [22][1000/3757] lr: 2.000e-03, eta: 10:33:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7625, loss_cls: 1.6639, loss: 1.6639 2020-06-25 08:49:57,139 - mmaction - INFO - Epoch [22][1020/3757] lr: 2.000e-03, eta: 10:33:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.5525, loss: 1.5525 2020-06-25 08:50:03,142 - mmaction - INFO - Epoch [22][1040/3757] lr: 2.000e-03, eta: 10:33:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1941, loss: 1.1941 2020-06-25 08:50:09,130 - mmaction - INFO - Epoch [22][1060/3757] lr: 2.000e-03, eta: 10:32:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6729, loss: 1.6729 2020-06-25 08:50:15,120 - mmaction - INFO - Epoch [22][1080/3757] lr: 2.000e-03, eta: 10:32:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3539, loss: 1.3539 2020-06-25 08:50:21,099 - mmaction - INFO - Epoch [22][1100/3757] lr: 2.000e-03, eta: 10:32:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.3944, loss: 1.3944 2020-06-25 08:50:27,076 - mmaction - INFO - Epoch [22][1120/3757] lr: 2.000e-03, eta: 10:32:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4763, loss: 1.4763 2020-06-25 08:50:33,086 - mmaction - INFO - Epoch [22][1140/3757] lr: 2.000e-03, eta: 10:32:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4951, loss: 1.4951 2020-06-25 08:50:39,063 - mmaction - INFO - Epoch [22][1160/3757] lr: 2.000e-03, eta: 10:32:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.3315, loss: 1.3315 2020-06-25 08:50:45,023 - mmaction - INFO - Epoch [22][1180/3757] lr: 2.000e-03, eta: 10:32:01, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.4412, loss: 1.4412 2020-06-25 08:50:51,002 - mmaction - INFO - Epoch [22][1200/3757] lr: 2.000e-03, eta: 10:31:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4037, loss: 1.4037 2020-06-25 08:50:56,972 - mmaction - INFO - Epoch [22][1220/3757] lr: 2.000e-03, eta: 10:31:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.4746, loss: 1.4746 2020-06-25 08:51:02,952 - mmaction - INFO - Epoch [22][1240/3757] lr: 2.000e-03, eta: 10:31:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6713, loss: 1.6713 2020-06-25 08:51:10,224 - mmaction - INFO - Epoch [22][1260/3757] lr: 2.000e-03, eta: 10:31:29, time: 0.364, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3132, loss: 1.3132 2020-06-25 08:51:16,203 - mmaction - INFO - Epoch [22][1280/3757] lr: 2.000e-03, eta: 10:31:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5087, loss: 1.5087 2020-06-25 08:51:22,189 - mmaction - INFO - Epoch [22][1300/3757] lr: 2.000e-03, eta: 10:31:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4307, loss: 1.4307 2020-06-25 08:51:28,145 - mmaction - INFO - Epoch [22][1320/3757] lr: 2.000e-03, eta: 10:31:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3988, loss: 1.3988 2020-06-25 08:51:34,144 - mmaction - INFO - Epoch [22][1340/3757] lr: 2.000e-03, eta: 10:30:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1711, loss: 1.1711 2020-06-25 08:51:40,112 - mmaction - INFO - Epoch [22][1360/3757] lr: 2.000e-03, eta: 10:30:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4443, loss: 1.4443 2020-06-25 08:51:46,059 - mmaction - INFO - Epoch [22][1380/3757] lr: 2.000e-03, eta: 10:30:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3600, loss: 1.3600 2020-06-25 08:51:52,035 - mmaction - INFO - Epoch [22][1400/3757] lr: 2.000e-03, eta: 10:30:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.4890, loss: 1.4890 2020-06-25 08:51:58,004 - mmaction - INFO - Epoch [22][1420/3757] lr: 2.000e-03, eta: 10:30:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6097, loss: 1.6097 2020-06-25 08:52:03,996 - mmaction - INFO - Epoch [22][1440/3757] lr: 2.000e-03, eta: 10:30:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4034, loss: 1.4034 2020-06-25 08:52:09,970 - mmaction - INFO - Epoch [22][1460/3757] lr: 2.000e-03, eta: 10:30:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3766, loss: 1.3766 2020-06-25 08:52:15,917 - mmaction - INFO - Epoch [22][1480/3757] lr: 2.000e-03, eta: 10:29:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.6119, loss: 1.6119 2020-06-25 08:52:21,921 - mmaction - INFO - Epoch [22][1500/3757] lr: 2.000e-03, eta: 10:29:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8625, loss_cls: 1.4099, loss: 1.4099 2020-06-25 08:52:27,886 - mmaction - INFO - Epoch [22][1520/3757] lr: 2.000e-03, eta: 10:29:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8500, loss_cls: 1.6737, loss: 1.6737 2020-06-25 08:52:33,860 - mmaction - INFO - Epoch [22][1540/3757] lr: 2.000e-03, eta: 10:29:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6927, loss: 1.6927 2020-06-25 08:52:39,837 - mmaction - INFO - Epoch [22][1560/3757] lr: 2.000e-03, eta: 10:29:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3853, loss: 1.3853 2020-06-25 08:52:45,811 - mmaction - INFO - Epoch [22][1580/3757] lr: 2.000e-03, eta: 10:29:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.4700, loss: 1.4700 2020-06-25 08:52:51,788 - mmaction - INFO - Epoch [22][1600/3757] lr: 2.000e-03, eta: 10:29:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8948, loss: 1.8948 2020-06-25 08:52:57,784 - mmaction - INFO - Epoch [22][1620/3757] lr: 2.000e-03, eta: 10:28:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3199, loss: 1.3199 2020-06-25 08:53:03,774 - mmaction - INFO - Epoch [22][1640/3757] lr: 2.000e-03, eta: 10:28:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6907, loss: 1.6907 2020-06-25 08:53:09,777 - mmaction - INFO - Epoch [22][1660/3757] lr: 2.000e-03, eta: 10:28:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5508, loss: 1.5508 2020-06-25 08:53:15,752 - mmaction - INFO - Epoch [22][1680/3757] lr: 2.000e-03, eta: 10:28:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3388, loss: 1.3388 2020-06-25 08:53:21,726 - mmaction - INFO - Epoch [22][1700/3757] lr: 2.000e-03, eta: 10:28:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5440, loss: 1.5440 2020-06-25 08:53:27,700 - mmaction - INFO - Epoch [22][1720/3757] lr: 2.000e-03, eta: 10:28:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.6899, loss: 1.6899 2020-06-25 08:53:33,687 - mmaction - INFO - Epoch [22][1740/3757] lr: 2.000e-03, eta: 10:28:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3502, loss: 1.3502 2020-06-25 08:53:39,677 - mmaction - INFO - Epoch [22][1760/3757] lr: 2.000e-03, eta: 10:27:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2354, loss: 1.2354 2020-06-25 08:53:45,645 - mmaction - INFO - Epoch [22][1780/3757] lr: 2.000e-03, eta: 10:27:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4409, loss: 1.4409 2020-06-25 08:53:51,670 - mmaction - INFO - Epoch [22][1800/3757] lr: 2.000e-03, eta: 10:27:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3879, loss: 1.3879 2020-06-25 08:53:57,665 - mmaction - INFO - Epoch [22][1820/3757] lr: 2.000e-03, eta: 10:27:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5042, loss: 1.5042 2020-06-25 08:54:03,632 - mmaction - INFO - Epoch [22][1840/3757] lr: 2.000e-03, eta: 10:27:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5146, loss: 1.5146 2020-06-25 08:54:09,620 - mmaction - INFO - Epoch [22][1860/3757] lr: 2.000e-03, eta: 10:27:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.5456, loss: 1.5456 2020-06-25 08:54:15,588 - mmaction - INFO - Epoch [22][1880/3757] lr: 2.000e-03, eta: 10:27:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9693, loss: 1.9693 2020-06-25 08:54:21,590 - mmaction - INFO - Epoch [22][1900/3757] lr: 2.000e-03, eta: 10:26:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3931, loss: 1.3931 2020-06-25 08:54:27,571 - mmaction - INFO - Epoch [22][1920/3757] lr: 2.000e-03, eta: 10:26:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5209, loss: 1.5209 2020-06-25 08:54:33,526 - mmaction - INFO - Epoch [22][1940/3757] lr: 2.000e-03, eta: 10:26:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6640, loss: 1.6640 2020-06-25 08:54:39,507 - mmaction - INFO - Epoch [22][1960/3757] lr: 2.000e-03, eta: 10:26:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6334, loss: 1.6334 2020-06-25 08:54:45,526 - mmaction - INFO - Epoch [22][1980/3757] lr: 2.000e-03, eta: 10:26:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.5102, loss: 1.5102 2020-06-25 08:54:51,507 - mmaction - INFO - Epoch [22][2000/3757] lr: 2.000e-03, eta: 10:26:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.4617, loss: 1.4617 2020-06-25 08:54:57,497 - mmaction - INFO - Epoch [22][2020/3757] lr: 2.000e-03, eta: 10:26:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4158, loss: 1.4158 2020-06-25 08:55:03,688 - mmaction - INFO - Epoch [22][2040/3757] lr: 2.000e-03, eta: 10:26:00, time: 0.309, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5046, loss: 1.5046 2020-06-25 08:55:09,663 - mmaction - INFO - Epoch [22][2060/3757] lr: 2.000e-03, eta: 10:25:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.4356, loss: 1.4356 2020-06-25 08:55:15,676 - mmaction - INFO - Epoch [22][2080/3757] lr: 2.000e-03, eta: 10:25:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4100, loss: 1.4100 2020-06-25 08:55:21,665 - mmaction - INFO - Epoch [22][2100/3757] lr: 2.000e-03, eta: 10:25:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.6566, loss: 1.6566 2020-06-25 08:55:27,670 - mmaction - INFO - Epoch [22][2120/3757] lr: 2.000e-03, eta: 10:25:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.7937, loss_cls: 1.5400, loss: 1.5400 2020-06-25 08:55:33,653 - mmaction - INFO - Epoch [22][2140/3757] lr: 2.000e-03, eta: 10:25:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4713, loss: 1.4713 2020-06-25 08:55:39,663 - mmaction - INFO - Epoch [22][2160/3757] lr: 2.000e-03, eta: 10:25:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.6085, loss: 1.6085 2020-06-25 08:55:45,653 - mmaction - INFO - Epoch [22][2180/3757] lr: 2.000e-03, eta: 10:25:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3928, loss: 1.3928 2020-06-25 08:55:51,636 - mmaction - INFO - Epoch [22][2200/3757] lr: 2.000e-03, eta: 10:24:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.5885, loss: 1.5885 2020-06-25 08:55:57,633 - mmaction - INFO - Epoch [22][2220/3757] lr: 2.000e-03, eta: 10:24:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2833, loss: 1.2833 2020-06-25 08:56:03,634 - mmaction - INFO - Epoch [22][2240/3757] lr: 2.000e-03, eta: 10:24:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3880, loss: 1.3880 2020-06-25 08:56:09,653 - mmaction - INFO - Epoch [22][2260/3757] lr: 2.000e-03, eta: 10:24:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8187, loss: 1.8187 2020-06-25 08:56:15,676 - mmaction - INFO - Epoch [22][2280/3757] lr: 2.000e-03, eta: 10:24:20, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4045, loss: 1.4045 2020-06-25 08:56:21,677 - mmaction - INFO - Epoch [22][2300/3757] lr: 2.000e-03, eta: 10:24:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4588, loss: 1.4588 2020-06-25 08:56:27,671 - mmaction - INFO - Epoch [22][2320/3757] lr: 2.000e-03, eta: 10:24:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3976, loss: 1.3976 2020-06-25 08:56:33,650 - mmaction - INFO - Epoch [22][2340/3757] lr: 2.000e-03, eta: 10:23:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.4420, loss: 1.4420 2020-06-25 08:56:39,674 - mmaction - INFO - Epoch [22][2360/3757] lr: 2.000e-03, eta: 10:23:46, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2935, loss: 1.2935 2020-06-25 08:56:45,653 - mmaction - INFO - Epoch [22][2380/3757] lr: 2.000e-03, eta: 10:23:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3801, loss: 1.3801 2020-06-25 08:56:51,619 - mmaction - INFO - Epoch [22][2400/3757] lr: 2.000e-03, eta: 10:23:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5552, loss: 1.5552 2020-06-25 08:56:57,607 - mmaction - INFO - Epoch [22][2420/3757] lr: 2.000e-03, eta: 10:23:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8500, loss_cls: 1.5643, loss: 1.5643 2020-06-25 08:57:03,584 - mmaction - INFO - Epoch [22][2440/3757] lr: 2.000e-03, eta: 10:23:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3620, loss: 1.3620 2020-06-25 08:57:09,581 - mmaction - INFO - Epoch [22][2460/3757] lr: 2.000e-03, eta: 10:23:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4555, loss: 1.4555 2020-06-25 08:57:15,553 - mmaction - INFO - Epoch [22][2480/3757] lr: 2.000e-03, eta: 10:22:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2537, loss: 1.2537 2020-06-25 08:57:21,523 - mmaction - INFO - Epoch [22][2500/3757] lr: 2.000e-03, eta: 10:22:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4319, loss: 1.4319 2020-06-25 08:57:27,512 - mmaction - INFO - Epoch [22][2520/3757] lr: 2.000e-03, eta: 10:22:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.6132, loss: 1.6132 2020-06-25 08:57:33,502 - mmaction - INFO - Epoch [22][2540/3757] lr: 2.000e-03, eta: 10:22:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2414, loss: 1.2414 2020-06-25 08:57:39,510 - mmaction - INFO - Epoch [22][2560/3757] lr: 2.000e-03, eta: 10:22:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5458, loss: 1.5458 2020-06-25 08:57:45,501 - mmaction - INFO - Epoch [22][2580/3757] lr: 2.000e-03, eta: 10:22:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.6296, loss: 1.6296 2020-06-25 08:57:51,471 - mmaction - INFO - Epoch [22][2600/3757] lr: 2.000e-03, eta: 10:22:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2859, loss: 1.2859 2020-06-25 08:57:57,503 - mmaction - INFO - Epoch [22][2620/3757] lr: 2.000e-03, eta: 10:21:58, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5193, loss: 1.5193 2020-06-25 08:58:03,498 - mmaction - INFO - Epoch [22][2640/3757] lr: 2.000e-03, eta: 10:21:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2294, loss: 1.2294 2020-06-25 08:58:09,485 - mmaction - INFO - Epoch [22][2660/3757] lr: 2.000e-03, eta: 10:21:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.6239, loss: 1.6239 2020-06-25 08:58:15,483 - mmaction - INFO - Epoch [22][2680/3757] lr: 2.000e-03, eta: 10:21:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5911, loss: 1.5911 2020-06-25 08:58:21,448 - mmaction - INFO - Epoch [22][2700/3757] lr: 2.000e-03, eta: 10:21:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5021, loss: 1.5021 2020-06-25 08:58:27,445 - mmaction - INFO - Epoch [22][2720/3757] lr: 2.000e-03, eta: 10:21:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.2997, loss: 1.2997 2020-06-25 08:58:33,419 - mmaction - INFO - Epoch [22][2740/3757] lr: 2.000e-03, eta: 10:21:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.4707, loss: 1.4707 2020-06-25 08:58:39,433 - mmaction - INFO - Epoch [22][2760/3757] lr: 2.000e-03, eta: 10:20:59, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.5382, loss: 1.5382 2020-06-25 08:58:45,409 - mmaction - INFO - Epoch [22][2780/3757] lr: 2.000e-03, eta: 10:20:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4973, loss: 1.4973 2020-06-25 08:58:51,380 - mmaction - INFO - Epoch [22][2800/3757] lr: 2.000e-03, eta: 10:20:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4602, loss: 1.4602 2020-06-25 08:58:57,356 - mmaction - INFO - Epoch [22][2820/3757] lr: 2.000e-03, eta: 10:20:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4911, loss: 1.4911 2020-06-25 08:59:03,321 - mmaction - INFO - Epoch [22][2840/3757] lr: 2.000e-03, eta: 10:20:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2409, loss: 1.2409 2020-06-25 08:59:09,301 - mmaction - INFO - Epoch [22][2860/3757] lr: 2.000e-03, eta: 10:20:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5434, loss: 1.5434 2020-06-25 08:59:15,285 - mmaction - INFO - Epoch [22][2880/3757] lr: 2.000e-03, eta: 10:20:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8125, loss_cls: 1.4408, loss: 1.4408 2020-06-25 08:59:21,287 - mmaction - INFO - Epoch [22][2900/3757] lr: 2.000e-03, eta: 10:20:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.4622, loss: 1.4622 2020-06-25 08:59:27,282 - mmaction - INFO - Epoch [22][2920/3757] lr: 2.000e-03, eta: 10:19:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5383, loss: 1.5383 2020-06-25 08:59:33,255 - mmaction - INFO - Epoch [22][2940/3757] lr: 2.000e-03, eta: 10:19:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.7937, loss_cls: 1.7169, loss: 1.7169 2020-06-25 08:59:39,242 - mmaction - INFO - Epoch [22][2960/3757] lr: 2.000e-03, eta: 10:19:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7259, loss: 1.7259 2020-06-25 08:59:45,224 - mmaction - INFO - Epoch [22][2980/3757] lr: 2.000e-03, eta: 10:19:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4903, loss: 1.4903 2020-06-25 08:59:51,193 - mmaction - INFO - Epoch [22][3000/3757] lr: 2.000e-03, eta: 10:19:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.8866, loss: 1.8866 2020-06-25 08:59:57,191 - mmaction - INFO - Epoch [22][3020/3757] lr: 2.000e-03, eta: 10:19:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3791, loss: 1.3791 2020-06-25 09:00:06,557 - mmaction - INFO - Epoch [22][3040/3757] lr: 2.000e-03, eta: 10:19:06, time: 0.467, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3350, loss: 1.3350 2020-06-25 09:00:12,554 - mmaction - INFO - Epoch [22][3060/3757] lr: 2.000e-03, eta: 10:18:58, time: 0.301, data_time: 0.003, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3173, loss: 1.3173 2020-06-25 09:00:18,580 - mmaction - INFO - Epoch [22][3080/3757] lr: 2.000e-03, eta: 10:18:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5204, loss: 1.5204 2020-06-25 09:00:24,596 - mmaction - INFO - Epoch [22][3100/3757] lr: 2.000e-03, eta: 10:18:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.3004, loss: 1.3004 2020-06-25 09:00:30,630 - mmaction - INFO - Epoch [22][3120/3757] lr: 2.000e-03, eta: 10:18:33, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5515, loss: 1.5515 2020-06-25 09:00:36,643 - mmaction - INFO - Epoch [22][3140/3757] lr: 2.000e-03, eta: 10:18:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4048, loss: 1.4048 2020-06-25 09:00:42,643 - mmaction - INFO - Epoch [22][3160/3757] lr: 2.000e-03, eta: 10:18:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6245, loss: 1.6245 2020-06-25 09:00:48,649 - mmaction - INFO - Epoch [22][3180/3757] lr: 2.000e-03, eta: 10:18:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4955, loss: 1.4955 2020-06-25 09:00:54,646 - mmaction - INFO - Epoch [22][3200/3757] lr: 2.000e-03, eta: 10:18:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.8210, loss: 1.8210 2020-06-25 09:01:00,630 - mmaction - INFO - Epoch [22][3220/3757] lr: 2.000e-03, eta: 10:17:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3126, loss: 1.3126 2020-06-25 09:01:06,626 - mmaction - INFO - Epoch [22][3240/3757] lr: 2.000e-03, eta: 10:17:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4822, loss: 1.4822 2020-06-25 09:01:12,615 - mmaction - INFO - Epoch [22][3260/3757] lr: 2.000e-03, eta: 10:17:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5920, loss: 1.5920 2020-06-25 09:01:18,592 - mmaction - INFO - Epoch [22][3280/3757] lr: 2.000e-03, eta: 10:17:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5618, loss: 1.5618 2020-06-25 09:01:24,583 - mmaction - INFO - Epoch [22][3300/3757] lr: 2.000e-03, eta: 10:17:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5790, loss: 1.5790 2020-06-25 09:01:30,589 - mmaction - INFO - Epoch [22][3320/3757] lr: 2.000e-03, eta: 10:17:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6090, loss: 1.6090 2020-06-25 09:01:36,546 - mmaction - INFO - Epoch [22][3340/3757] lr: 2.000e-03, eta: 10:17:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.5811, loss: 1.5811 2020-06-25 09:01:42,532 - mmaction - INFO - Epoch [22][3360/3757] lr: 2.000e-03, eta: 10:16:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4495, loss: 1.4495 2020-06-25 09:01:48,535 - mmaction - INFO - Epoch [22][3380/3757] lr: 2.000e-03, eta: 10:16:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.6939, loss: 1.6939 2020-06-25 09:01:54,515 - mmaction - INFO - Epoch [22][3400/3757] lr: 2.000e-03, eta: 10:16:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4658, loss: 1.4658 2020-06-25 09:02:00,505 - mmaction - INFO - Epoch [22][3420/3757] lr: 2.000e-03, eta: 10:16:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3243, loss: 1.3243 2020-06-25 09:02:06,509 - mmaction - INFO - Epoch [22][3440/3757] lr: 2.000e-03, eta: 10:16:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4765, loss: 1.4765 2020-06-25 09:02:12,491 - mmaction - INFO - Epoch [22][3460/3757] lr: 2.000e-03, eta: 10:16:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5647, loss: 1.5647 2020-06-25 09:02:18,473 - mmaction - INFO - Epoch [22][3480/3757] lr: 2.000e-03, eta: 10:16:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5128, loss: 1.5128 2020-06-25 09:02:24,443 - mmaction - INFO - Epoch [22][3500/3757] lr: 2.000e-03, eta: 10:15:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4215, loss: 1.4215 2020-06-25 09:02:30,467 - mmaction - INFO - Epoch [22][3520/3757] lr: 2.000e-03, eta: 10:15:47, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3950, loss: 1.3950 2020-06-25 09:02:36,471 - mmaction - INFO - Epoch [22][3540/3757] lr: 2.000e-03, eta: 10:15:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8750, loss_cls: 1.5592, loss: 1.5592 2020-06-25 09:02:42,482 - mmaction - INFO - Epoch [22][3560/3757] lr: 2.000e-03, eta: 10:15:30, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5995, loss: 1.5995 2020-06-25 09:02:48,506 - mmaction - INFO - Epoch [22][3580/3757] lr: 2.000e-03, eta: 10:15:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7145, loss: 1.7145 2020-06-25 09:02:54,502 - mmaction - INFO - Epoch [22][3600/3757] lr: 2.000e-03, eta: 10:15:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2206, loss: 1.2206 2020-06-25 09:03:00,485 - mmaction - INFO - Epoch [22][3620/3757] lr: 2.000e-03, eta: 10:15:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3626, loss: 1.3626 2020-06-25 09:03:06,490 - mmaction - INFO - Epoch [22][3640/3757] lr: 2.000e-03, eta: 10:14:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1124, loss: 1.1124 2020-06-25 09:03:12,506 - mmaction - INFO - Epoch [22][3660/3757] lr: 2.000e-03, eta: 10:14:49, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3062, loss: 1.3062 2020-06-25 09:03:18,496 - mmaction - INFO - Epoch [22][3680/3757] lr: 2.000e-03, eta: 10:14:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3077, loss: 1.3077 2020-06-25 09:03:24,462 - mmaction - INFO - Epoch [22][3700/3757] lr: 2.000e-03, eta: 10:14:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6531, loss: 1.6531 2020-06-25 09:03:30,451 - mmaction - INFO - Epoch [22][3720/3757] lr: 2.000e-03, eta: 10:14:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5922, loss: 1.5922 2020-06-25 09:03:36,454 - mmaction - INFO - Epoch [22][3740/3757] lr: 2.000e-03, eta: 10:14:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6493, loss: 1.6493 2020-06-25 09:06:48,759 - mmaction - INFO - Epoch [23][20/3757] lr: 2.000e-03, eta: 10:17:37, time: 9.065, data_time: 8.663, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4679, loss: 1.4679 2020-06-25 09:06:54,842 - mmaction - INFO - Epoch [23][40/3757] lr: 2.000e-03, eta: 10:17:29, time: 0.305, data_time: 0.005, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4366, loss: 1.4366 2020-06-25 09:07:00,813 - mmaction - INFO - Epoch [23][60/3757] lr: 2.000e-03, eta: 10:17:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.6656, loss: 1.6656 2020-06-25 09:07:06,778 - mmaction - INFO - Epoch [23][80/3757] lr: 2.000e-03, eta: 10:17:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4353, loss: 1.4353 2020-06-25 09:07:12,778 - mmaction - INFO - Epoch [23][100/3757] lr: 2.000e-03, eta: 10:17:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2460, loss: 1.2460 2020-06-25 09:07:18,774 - mmaction - INFO - Epoch [23][120/3757] lr: 2.000e-03, eta: 10:16:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6151, loss: 1.6151 2020-06-25 09:07:24,732 - mmaction - INFO - Epoch [23][140/3757] lr: 2.000e-03, eta: 10:16:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1579, loss: 1.1579 2020-06-25 09:07:30,739 - mmaction - INFO - Epoch [23][160/3757] lr: 2.000e-03, eta: 10:16:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2346, loss: 1.2346 2020-06-25 09:07:36,715 - mmaction - INFO - Epoch [23][180/3757] lr: 2.000e-03, eta: 10:16:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0763, loss: 1.0763 2020-06-25 09:07:42,688 - mmaction - INFO - Epoch [23][200/3757] lr: 2.000e-03, eta: 10:16:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4787, loss: 1.4787 2020-06-25 09:07:48,672 - mmaction - INFO - Epoch [23][220/3757] lr: 2.000e-03, eta: 10:16:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.2919, loss: 1.2919 2020-06-25 09:07:54,661 - mmaction - INFO - Epoch [23][240/3757] lr: 2.000e-03, eta: 10:16:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.3234, loss: 1.3234 2020-06-25 09:08:00,633 - mmaction - INFO - Epoch [23][260/3757] lr: 2.000e-03, eta: 10:15:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2288, loss: 1.2288 2020-06-25 09:08:06,644 - mmaction - INFO - Epoch [23][280/3757] lr: 2.000e-03, eta: 10:15:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8688, loss_cls: 1.5555, loss: 1.5555 2020-06-25 09:08:12,599 - mmaction - INFO - Epoch [23][300/3757] lr: 2.000e-03, eta: 10:15:39, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3389, loss: 1.3389 2020-06-25 09:08:18,572 - mmaction - INFO - Epoch [23][320/3757] lr: 2.000e-03, eta: 10:15:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3098, loss: 1.3098 2020-06-25 09:08:24,549 - mmaction - INFO - Epoch [23][340/3757] lr: 2.000e-03, eta: 10:15:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3895, loss: 1.3895 2020-06-25 09:08:30,523 - mmaction - INFO - Epoch [23][360/3757] lr: 2.000e-03, eta: 10:15:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3444, loss: 1.3444 2020-06-25 09:08:36,495 - mmaction - INFO - Epoch [23][380/3757] lr: 2.000e-03, eta: 10:15:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.4499, loss: 1.4499 2020-06-25 09:08:42,497 - mmaction - INFO - Epoch [23][400/3757] lr: 2.000e-03, eta: 10:14:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4338, loss: 1.4338 2020-06-25 09:08:48,479 - mmaction - INFO - Epoch [23][420/3757] lr: 2.000e-03, eta: 10:14:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4164, loss: 1.4164 2020-06-25 09:08:54,483 - mmaction - INFO - Epoch [23][440/3757] lr: 2.000e-03, eta: 10:14:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344 2020-06-25 09:09:00,493 - mmaction - INFO - Epoch [23][460/3757] lr: 2.000e-03, eta: 10:14:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4632, loss: 1.4632 2020-06-25 09:09:06,466 - mmaction - INFO - Epoch [23][480/3757] lr: 2.000e-03, eta: 10:14:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3473, loss: 1.3473 2020-06-25 09:09:12,461 - mmaction - INFO - Epoch [23][500/3757] lr: 2.000e-03, eta: 10:14:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5604, loss: 1.5604 2020-06-25 09:09:18,446 - mmaction - INFO - Epoch [23][520/3757] lr: 2.000e-03, eta: 10:14:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4442, loss: 1.4442 2020-06-25 09:09:24,414 - mmaction - INFO - Epoch [23][540/3757] lr: 2.000e-03, eta: 10:13:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5439, loss: 1.5439 2020-06-25 09:09:30,402 - mmaction - INFO - Epoch [23][560/3757] lr: 2.000e-03, eta: 10:13:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3399, loss: 1.3399 2020-06-25 09:09:36,357 - mmaction - INFO - Epoch [23][580/3757] lr: 2.000e-03, eta: 10:13:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4763, loss: 1.4763 2020-06-25 09:09:42,327 - mmaction - INFO - Epoch [23][600/3757] lr: 2.000e-03, eta: 10:13:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.5819, loss: 1.5819 2020-06-25 09:09:48,289 - mmaction - INFO - Epoch [23][620/3757] lr: 2.000e-03, eta: 10:13:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3670, loss: 1.3670 2020-06-25 09:09:54,276 - mmaction - INFO - Epoch [23][640/3757] lr: 2.000e-03, eta: 10:13:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4543, loss: 1.4543 2020-06-25 09:10:00,263 - mmaction - INFO - Epoch [23][660/3757] lr: 2.000e-03, eta: 10:13:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2131, loss: 1.2131 2020-06-25 09:10:06,598 - mmaction - INFO - Epoch [23][680/3757] lr: 2.000e-03, eta: 10:13:01, time: 0.317, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0021, loss: 1.0021 2020-06-25 09:10:12,600 - mmaction - INFO - Epoch [23][700/3757] lr: 2.000e-03, eta: 10:12:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4922, loss: 1.4922 2020-06-25 09:10:18,594 - mmaction - INFO - Epoch [23][720/3757] lr: 2.000e-03, eta: 10:12:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5203, loss: 1.5203 2020-06-25 09:10:24,556 - mmaction - INFO - Epoch [23][740/3757] lr: 2.000e-03, eta: 10:12:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2788, loss: 1.2788 2020-06-25 09:10:30,558 - mmaction - INFO - Epoch [23][760/3757] lr: 2.000e-03, eta: 10:12:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2573, loss: 1.2573 2020-06-25 09:10:36,546 - mmaction - INFO - Epoch [23][780/3757] lr: 2.000e-03, eta: 10:12:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3415, loss: 1.3415 2020-06-25 09:10:42,525 - mmaction - INFO - Epoch [23][800/3757] lr: 2.000e-03, eta: 10:12:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4009, loss: 1.4009 2020-06-25 09:10:48,532 - mmaction - INFO - Epoch [23][820/3757] lr: 2.000e-03, eta: 10:12:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6897, loss: 1.6897 2020-06-25 09:10:54,518 - mmaction - INFO - Epoch [23][840/3757] lr: 2.000e-03, eta: 10:11:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7119, loss: 1.7119 2020-06-25 09:11:00,493 - mmaction - INFO - Epoch [23][860/3757] lr: 2.000e-03, eta: 10:11:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2858, loss: 1.2858 2020-06-25 09:11:06,473 - mmaction - INFO - Epoch [23][880/3757] lr: 2.000e-03, eta: 10:11:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1868, loss: 1.1868 2020-06-25 09:11:12,441 - mmaction - INFO - Epoch [23][900/3757] lr: 2.000e-03, eta: 10:11:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6157, loss: 1.6157 2020-06-25 09:11:18,416 - mmaction - INFO - Epoch [23][920/3757] lr: 2.000e-03, eta: 10:11:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7156, loss: 1.7156 2020-06-25 09:11:24,389 - mmaction - INFO - Epoch [23][940/3757] lr: 2.000e-03, eta: 10:11:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1970, loss: 1.1970 2020-06-25 09:11:30,346 - mmaction - INFO - Epoch [23][960/3757] lr: 2.000e-03, eta: 10:11:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5528, loss: 1.5528 2020-06-25 09:11:36,317 - mmaction - INFO - Epoch [23][980/3757] lr: 2.000e-03, eta: 10:10:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.7253, loss: 1.7253 2020-06-25 09:11:42,293 - mmaction - INFO - Epoch [23][1000/3757] lr: 2.000e-03, eta: 10:10:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5919, loss: 1.5919 2020-06-25 09:11:48,291 - mmaction - INFO - Epoch [23][1020/3757] lr: 2.000e-03, eta: 10:10:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 0.9965, loss: 0.9965 2020-06-25 09:11:54,279 - mmaction - INFO - Epoch [23][1040/3757] lr: 2.000e-03, eta: 10:10:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3849, loss: 1.3849 2020-06-25 09:12:00,264 - mmaction - INFO - Epoch [23][1060/3757] lr: 2.000e-03, eta: 10:10:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3337, loss: 1.3337 2020-06-25 09:12:06,280 - mmaction - INFO - Epoch [23][1080/3757] lr: 2.000e-03, eta: 10:10:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6172, loss: 1.6172 2020-06-25 09:12:12,248 - mmaction - INFO - Epoch [23][1100/3757] lr: 2.000e-03, eta: 10:10:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2943, loss: 1.2943 2020-06-25 09:12:18,212 - mmaction - INFO - Epoch [23][1120/3757] lr: 2.000e-03, eta: 10:09:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.6547, loss: 1.6547 2020-06-25 09:12:24,211 - mmaction - INFO - Epoch [23][1140/3757] lr: 2.000e-03, eta: 10:09:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.3734, loss: 1.3734 2020-06-25 09:12:30,192 - mmaction - INFO - Epoch [23][1160/3757] lr: 2.000e-03, eta: 10:09:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.3563, loss: 1.3563 2020-06-25 09:12:36,198 - mmaction - INFO - Epoch [23][1180/3757] lr: 2.000e-03, eta: 10:09:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3861, loss: 1.3861 2020-06-25 09:12:42,204 - mmaction - INFO - Epoch [23][1200/3757] lr: 2.000e-03, eta: 10:09:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.3939, loss: 1.3939 2020-06-25 09:12:48,180 - mmaction - INFO - Epoch [23][1220/3757] lr: 2.000e-03, eta: 10:09:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.7214, loss: 1.7214 2020-06-25 09:12:54,171 - mmaction - INFO - Epoch [23][1240/3757] lr: 2.000e-03, eta: 10:09:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3222, loss: 1.3222 2020-06-25 09:13:00,744 - mmaction - INFO - Epoch [23][1260/3757] lr: 2.000e-03, eta: 10:08:59, time: 0.328, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3047, loss: 1.3047 2020-06-25 09:13:06,764 - mmaction - INFO - Epoch [23][1280/3757] lr: 2.000e-03, eta: 10:08:51, time: 0.302, data_time: 0.002, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5912, loss: 1.5912 2020-06-25 09:13:12,729 - mmaction - INFO - Epoch [23][1300/3757] lr: 2.000e-03, eta: 10:08:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3285, loss: 1.3285 2020-06-25 09:13:18,716 - mmaction - INFO - Epoch [23][1320/3757] lr: 2.000e-03, eta: 10:08:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3675, loss: 1.3675 2020-06-25 09:13:24,724 - mmaction - INFO - Epoch [23][1340/3757] lr: 2.000e-03, eta: 10:08:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.2894, loss: 1.2894 2020-06-25 09:13:30,739 - mmaction - INFO - Epoch [23][1360/3757] lr: 2.000e-03, eta: 10:08:18, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5933, loss: 1.5933 2020-06-25 09:13:36,706 - mmaction - INFO - Epoch [23][1380/3757] lr: 2.000e-03, eta: 10:08:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4845, loss: 1.4845 2020-06-25 09:13:42,699 - mmaction - INFO - Epoch [23][1400/3757] lr: 2.000e-03, eta: 10:08:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5880, loss: 1.5880 2020-06-25 09:13:48,704 - mmaction - INFO - Epoch [23][1420/3757] lr: 2.000e-03, eta: 10:07:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4542, loss: 1.4542 2020-06-25 09:13:54,700 - mmaction - INFO - Epoch [23][1440/3757] lr: 2.000e-03, eta: 10:07:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4773, loss: 1.4773 2020-06-25 09:14:00,691 - mmaction - INFO - Epoch [23][1460/3757] lr: 2.000e-03, eta: 10:07:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4991, loss: 1.4991 2020-06-25 09:14:06,805 - mmaction - INFO - Epoch [23][1480/3757] lr: 2.000e-03, eta: 10:07:28, time: 0.306, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3608, loss: 1.3608 2020-06-25 09:14:12,790 - mmaction - INFO - Epoch [23][1500/3757] lr: 2.000e-03, eta: 10:07:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3967, loss: 1.3967 2020-06-25 09:14:18,781 - mmaction - INFO - Epoch [23][1520/3757] lr: 2.000e-03, eta: 10:07:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4023, loss: 1.4023 2020-06-25 09:14:24,748 - mmaction - INFO - Epoch [23][1540/3757] lr: 2.000e-03, eta: 10:07:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4433, loss: 1.4433 2020-06-25 09:14:30,770 - mmaction - INFO - Epoch [23][1560/3757] lr: 2.000e-03, eta: 10:06:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3245, loss: 1.3245 2020-06-25 09:14:36,773 - mmaction - INFO - Epoch [23][1580/3757] lr: 2.000e-03, eta: 10:06:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4329, loss: 1.4329 2020-06-25 09:14:42,766 - mmaction - INFO - Epoch [23][1600/3757] lr: 2.000e-03, eta: 10:06:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3748, loss: 1.3748 2020-06-25 09:14:48,770 - mmaction - INFO - Epoch [23][1620/3757] lr: 2.000e-03, eta: 10:06:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4763, loss: 1.4763 2020-06-25 09:14:54,779 - mmaction - INFO - Epoch [23][1640/3757] lr: 2.000e-03, eta: 10:06:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.5818, loss: 1.5818 2020-06-25 09:15:00,767 - mmaction - INFO - Epoch [23][1660/3757] lr: 2.000e-03, eta: 10:06:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2174, loss: 1.2174 2020-06-25 09:15:07,006 - mmaction - INFO - Epoch [23][1680/3757] lr: 2.000e-03, eta: 10:06:06, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3505, loss: 1.3505 2020-06-25 09:15:13,013 - mmaction - INFO - Epoch [23][1700/3757] lr: 2.000e-03, eta: 10:05:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5283, loss: 1.5283 2020-06-25 09:15:18,981 - mmaction - INFO - Epoch [23][1720/3757] lr: 2.000e-03, eta: 10:05:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3683, loss: 1.3683 2020-06-25 09:15:24,961 - mmaction - INFO - Epoch [23][1740/3757] lr: 2.000e-03, eta: 10:05:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3095, loss: 1.3095 2020-06-25 09:15:30,962 - mmaction - INFO - Epoch [23][1760/3757] lr: 2.000e-03, eta: 10:05:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5138, loss: 1.5138 2020-06-25 09:15:36,963 - mmaction - INFO - Epoch [23][1780/3757] lr: 2.000e-03, eta: 10:05:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4316, loss: 1.4316 2020-06-25 09:15:42,958 - mmaction - INFO - Epoch [23][1800/3757] lr: 2.000e-03, eta: 10:05:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3147, loss: 1.3147 2020-06-25 09:15:48,948 - mmaction - INFO - Epoch [23][1820/3757] lr: 2.000e-03, eta: 10:05:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5459, loss: 1.5459 2020-06-25 09:15:54,965 - mmaction - INFO - Epoch [23][1840/3757] lr: 2.000e-03, eta: 10:04:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4036, loss: 1.4036 2020-06-25 09:16:00,965 - mmaction - INFO - Epoch [23][1860/3757] lr: 2.000e-03, eta: 10:04:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4332, loss: 1.4332 2020-06-25 09:16:06,918 - mmaction - INFO - Epoch [23][1880/3757] lr: 2.000e-03, eta: 10:04:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.4516, loss: 1.4516 2020-06-25 09:16:12,910 - mmaction - INFO - Epoch [23][1900/3757] lr: 2.000e-03, eta: 10:04:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3429, loss: 1.3429 2020-06-25 09:16:18,883 - mmaction - INFO - Epoch [23][1920/3757] lr: 2.000e-03, eta: 10:04:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5475, loss: 1.5475 2020-06-25 09:16:24,900 - mmaction - INFO - Epoch [23][1940/3757] lr: 2.000e-03, eta: 10:04:18, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4559, loss: 1.4559 2020-06-25 09:16:30,923 - mmaction - INFO - Epoch [23][1960/3757] lr: 2.000e-03, eta: 10:04:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1723, loss: 1.1723 2020-06-25 09:16:36,930 - mmaction - INFO - Epoch [23][1980/3757] lr: 2.000e-03, eta: 10:04:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1493, loss: 1.1493 2020-06-25 09:16:42,910 - mmaction - INFO - Epoch [23][2000/3757] lr: 2.000e-03, eta: 10:03:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4937, loss: 1.4937 2020-06-25 09:16:48,936 - mmaction - INFO - Epoch [23][2020/3757] lr: 2.000e-03, eta: 10:03:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4728, loss: 1.4728 2020-06-25 09:16:54,928 - mmaction - INFO - Epoch [23][2040/3757] lr: 2.000e-03, eta: 10:03:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3040, loss: 1.3040 2020-06-25 09:17:00,931 - mmaction - INFO - Epoch [23][2060/3757] lr: 2.000e-03, eta: 10:03:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3749, loss: 1.3749 2020-06-25 09:17:06,916 - mmaction - INFO - Epoch [23][2080/3757] lr: 2.000e-03, eta: 10:03:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.3617, loss: 1.3617 2020-06-25 09:17:12,934 - mmaction - INFO - Epoch [23][2100/3757] lr: 2.000e-03, eta: 10:03:12, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3461, loss: 1.3461 2020-06-25 09:17:18,912 - mmaction - INFO - Epoch [23][2120/3757] lr: 2.000e-03, eta: 10:03:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.2826, loss: 1.2826 2020-06-25 09:17:24,871 - mmaction - INFO - Epoch [23][2140/3757] lr: 2.000e-03, eta: 10:02:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9375, loss_cls: 1.0412, loss: 1.0412 2020-06-25 09:17:30,861 - mmaction - INFO - Epoch [23][2160/3757] lr: 2.000e-03, eta: 10:02:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6972, loss: 1.6972 2020-06-25 09:17:36,839 - mmaction - INFO - Epoch [23][2180/3757] lr: 2.000e-03, eta: 10:02:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.5817, loss: 1.5817 2020-06-25 09:17:42,843 - mmaction - INFO - Epoch [23][2200/3757] lr: 2.000e-03, eta: 10:02:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7107, loss: 1.7107 2020-06-25 09:17:48,828 - mmaction - INFO - Epoch [23][2220/3757] lr: 2.000e-03, eta: 10:02:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6194, loss: 1.6194 2020-06-25 09:17:54,829 - mmaction - INFO - Epoch [23][2240/3757] lr: 2.000e-03, eta: 10:02:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4023, loss: 1.4023 2020-06-25 09:18:00,840 - mmaction - INFO - Epoch [23][2260/3757] lr: 2.000e-03, eta: 10:02:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.6197, loss: 1.6197 2020-06-25 09:18:06,849 - mmaction - INFO - Epoch [23][2280/3757] lr: 2.000e-03, eta: 10:01:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6053, loss: 1.6053 2020-06-25 09:18:12,816 - mmaction - INFO - Epoch [23][2300/3757] lr: 2.000e-03, eta: 10:01:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.5654, loss: 1.5654 2020-06-25 09:18:18,817 - mmaction - INFO - Epoch [23][2320/3757] lr: 2.000e-03, eta: 10:01:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4685, loss: 1.4685 2020-06-25 09:18:24,793 - mmaction - INFO - Epoch [23][2340/3757] lr: 2.000e-03, eta: 10:01:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6502, loss: 1.6502 2020-06-25 09:18:30,827 - mmaction - INFO - Epoch [23][2360/3757] lr: 2.000e-03, eta: 10:01:24, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2697, loss: 1.2697 2020-06-25 09:18:36,805 - mmaction - INFO - Epoch [23][2380/3757] lr: 2.000e-03, eta: 10:01:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3688, loss: 1.3688 2020-06-25 09:18:42,774 - mmaction - INFO - Epoch [23][2400/3757] lr: 2.000e-03, eta: 10:01:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4982, loss: 1.4982 2020-06-25 09:18:48,746 - mmaction - INFO - Epoch [23][2420/3757] lr: 2.000e-03, eta: 10:00:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.4634, loss: 1.4634 2020-06-25 09:18:54,703 - mmaction - INFO - Epoch [23][2440/3757] lr: 2.000e-03, eta: 10:00:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2915, loss: 1.2915 2020-06-25 09:19:00,680 - mmaction - INFO - Epoch [23][2460/3757] lr: 2.000e-03, eta: 10:00:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3522, loss: 1.3522 2020-06-25 09:19:06,687 - mmaction - INFO - Epoch [23][2480/3757] lr: 2.000e-03, eta: 10:00:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3755, loss: 1.3755 2020-06-25 09:19:12,681 - mmaction - INFO - Epoch [23][2500/3757] lr: 2.000e-03, eta: 10:00:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3420, loss: 1.3420 2020-06-25 09:19:18,652 - mmaction - INFO - Epoch [23][2520/3757] lr: 2.000e-03, eta: 10:00:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6289, loss: 1.6289 2020-06-25 09:19:24,649 - mmaction - INFO - Epoch [23][2540/3757] lr: 2.000e-03, eta: 10:00:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4647, loss: 1.4647 2020-06-25 09:19:30,631 - mmaction - INFO - Epoch [23][2560/3757] lr: 2.000e-03, eta: 10:00:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.4904, loss: 1.4904 2020-06-25 09:19:36,639 - mmaction - INFO - Epoch [23][2580/3757] lr: 2.000e-03, eta: 9:59:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.4308, loss: 1.4308 2020-06-25 09:19:42,642 - mmaction - INFO - Epoch [23][2600/3757] lr: 2.000e-03, eta: 9:59:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4613, loss: 1.4613 2020-06-25 09:19:48,637 - mmaction - INFO - Epoch [23][2620/3757] lr: 2.000e-03, eta: 9:59:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2748, loss: 1.2748 2020-06-25 09:19:54,599 - mmaction - INFO - Epoch [23][2640/3757] lr: 2.000e-03, eta: 9:59:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4382, loss: 1.4382 2020-06-25 09:20:00,574 - mmaction - INFO - Epoch [23][2660/3757] lr: 2.000e-03, eta: 9:59:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2971, loss: 1.2971 2020-06-25 09:20:06,549 - mmaction - INFO - Epoch [23][2680/3757] lr: 2.000e-03, eta: 9:59:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5347, loss: 1.5347 2020-06-25 09:20:12,516 - mmaction - INFO - Epoch [23][2700/3757] lr: 2.000e-03, eta: 9:59:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4412, loss: 1.4412 2020-06-25 09:20:18,491 - mmaction - INFO - Epoch [23][2720/3757] lr: 2.000e-03, eta: 9:58:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3195, loss: 1.3195 2020-06-25 09:20:24,471 - mmaction - INFO - Epoch [23][2740/3757] lr: 2.000e-03, eta: 9:58:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.3389, loss: 1.3389 2020-06-25 09:20:30,441 - mmaction - INFO - Epoch [23][2760/3757] lr: 2.000e-03, eta: 9:58:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3406, loss: 1.3406 2020-06-25 09:20:36,412 - mmaction - INFO - Epoch [23][2780/3757] lr: 2.000e-03, eta: 9:58:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4304, loss: 1.4304 2020-06-25 09:20:42,388 - mmaction - INFO - Epoch [23][2800/3757] lr: 2.000e-03, eta: 9:58:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8562, loss_cls: 1.5070, loss: 1.5070 2020-06-25 09:20:48,363 - mmaction - INFO - Epoch [23][2820/3757] lr: 2.000e-03, eta: 9:58:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5351, loss: 1.5351 2020-06-25 09:20:54,329 - mmaction - INFO - Epoch [23][2840/3757] lr: 2.000e-03, eta: 9:58:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2529, loss: 1.2529 2020-06-25 09:21:00,313 - mmaction - INFO - Epoch [23][2860/3757] lr: 2.000e-03, eta: 9:57:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5749, loss: 1.5749 2020-06-25 09:21:06,305 - mmaction - INFO - Epoch [23][2880/3757] lr: 2.000e-03, eta: 9:57:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4181, loss: 1.4181 2020-06-25 09:21:12,290 - mmaction - INFO - Epoch [23][2900/3757] lr: 2.000e-03, eta: 9:57:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5160, loss: 1.5160 2020-06-25 09:21:18,281 - mmaction - INFO - Epoch [23][2920/3757] lr: 2.000e-03, eta: 9:57:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3860, loss: 1.3860 2020-06-25 09:21:24,257 - mmaction - INFO - Epoch [23][2940/3757] lr: 2.000e-03, eta: 9:57:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4030, loss: 1.4030 2020-06-25 09:21:30,233 - mmaction - INFO - Epoch [23][2960/3757] lr: 2.000e-03, eta: 9:57:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4233, loss: 1.4233 2020-06-25 09:21:36,237 - mmaction - INFO - Epoch [23][2980/3757] lr: 2.000e-03, eta: 9:57:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2825, loss: 1.2825 2020-06-25 09:21:42,230 - mmaction - INFO - Epoch [23][3000/3757] lr: 2.000e-03, eta: 9:57:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4280, loss: 1.4280 2020-06-25 09:21:48,254 - mmaction - INFO - Epoch [23][3020/3757] lr: 2.000e-03, eta: 9:56:52, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8331, loss: 1.8331 2020-06-25 09:21:54,247 - mmaction - INFO - Epoch [23][3040/3757] lr: 2.000e-03, eta: 9:56:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7159, loss: 1.7159 2020-06-25 09:22:00,259 - mmaction - INFO - Epoch [23][3060/3757] lr: 2.000e-03, eta: 9:56:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.4468, loss: 1.4468 2020-06-25 09:22:06,245 - mmaction - INFO - Epoch [23][3080/3757] lr: 2.000e-03, eta: 9:56:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4719, loss: 1.4719 2020-06-25 09:22:12,233 - mmaction - INFO - Epoch [23][3100/3757] lr: 2.000e-03, eta: 9:56:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8688, loss_cls: 1.5487, loss: 1.5487 2020-06-25 09:22:18,215 - mmaction - INFO - Epoch [23][3120/3757] lr: 2.000e-03, eta: 9:56:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1657, loss: 1.1657 2020-06-25 09:22:24,229 - mmaction - INFO - Epoch [23][3140/3757] lr: 2.000e-03, eta: 9:56:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5309, loss: 1.5309 2020-06-25 09:22:30,235 - mmaction - INFO - Epoch [23][3160/3757] lr: 2.000e-03, eta: 9:55:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4260, loss: 1.4260 2020-06-25 09:22:36,225 - mmaction - INFO - Epoch [23][3180/3757] lr: 2.000e-03, eta: 9:55:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.4582, loss: 1.4582 2020-06-25 09:22:42,228 - mmaction - INFO - Epoch [23][3200/3757] lr: 2.000e-03, eta: 9:55:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2904, loss: 1.2904 2020-06-25 09:22:48,225 - mmaction - INFO - Epoch [23][3220/3757] lr: 2.000e-03, eta: 9:55:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.5510, loss: 1.5510 2020-06-25 09:22:54,209 - mmaction - INFO - Epoch [23][3240/3757] lr: 2.000e-03, eta: 9:55:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1443, loss: 1.1443 2020-06-25 09:23:00,193 - mmaction - INFO - Epoch [23][3260/3757] lr: 2.000e-03, eta: 9:55:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0524, loss: 1.0524 2020-06-25 09:23:06,181 - mmaction - INFO - Epoch [23][3280/3757] lr: 2.000e-03, eta: 9:55:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4784, loss: 1.4784 2020-06-25 09:23:12,153 - mmaction - INFO - Epoch [23][3300/3757] lr: 2.000e-03, eta: 9:54:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3785, loss: 1.3785 2020-06-25 09:23:18,104 - mmaction - INFO - Epoch [23][3320/3757] lr: 2.000e-03, eta: 9:54:49, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4279, loss: 1.4279 2020-06-25 09:23:24,097 - mmaction - INFO - Epoch [23][3340/3757] lr: 2.000e-03, eta: 9:54:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.7213, loss: 1.7213 2020-06-25 09:23:30,070 - mmaction - INFO - Epoch [23][3360/3757] lr: 2.000e-03, eta: 9:54:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8938, loss_cls: 1.4883, loss: 1.4883 2020-06-25 09:23:36,065 - mmaction - INFO - Epoch [23][3380/3757] lr: 2.000e-03, eta: 9:54:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3665, loss: 1.3665 2020-06-25 09:23:42,041 - mmaction - INFO - Epoch [23][3400/3757] lr: 2.000e-03, eta: 9:54:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3753, loss: 1.3753 2020-06-25 09:23:48,019 - mmaction - INFO - Epoch [23][3420/3757] lr: 2.000e-03, eta: 9:54:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3862, loss: 1.3862 2020-06-25 09:23:53,994 - mmaction - INFO - Epoch [23][3440/3757] lr: 2.000e-03, eta: 9:53:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.5291, loss: 1.5291 2020-06-25 09:23:59,972 - mmaction - INFO - Epoch [23][3460/3757] lr: 2.000e-03, eta: 9:53:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8500, loss_cls: 1.6388, loss: 1.6388 2020-06-25 09:24:05,959 - mmaction - INFO - Epoch [23][3480/3757] lr: 2.000e-03, eta: 9:53:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.5323, loss: 1.5323 2020-06-25 09:24:11,923 - mmaction - INFO - Epoch [23][3500/3757] lr: 2.000e-03, eta: 9:53:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4874, loss: 1.4874 2020-06-25 09:24:17,886 - mmaction - INFO - Epoch [23][3520/3757] lr: 2.000e-03, eta: 9:53:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.5724, loss: 1.5724 2020-06-25 09:24:23,883 - mmaction - INFO - Epoch [23][3540/3757] lr: 2.000e-03, eta: 9:53:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5482, loss: 1.5482 2020-06-25 09:24:29,911 - mmaction - INFO - Epoch [23][3560/3757] lr: 2.000e-03, eta: 9:53:10, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0546, loss: 1.0546 2020-06-25 09:24:35,919 - mmaction - INFO - Epoch [23][3580/3757] lr: 2.000e-03, eta: 9:53:02, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4875, loss: 1.4875 2020-06-25 09:24:41,874 - mmaction - INFO - Epoch [23][3600/3757] lr: 2.000e-03, eta: 9:52:54, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5142, loss: 1.5142 2020-06-25 09:24:47,860 - mmaction - INFO - Epoch [23][3620/3757] lr: 2.000e-03, eta: 9:52:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5009, loss: 1.5009 2020-06-25 09:24:53,833 - mmaction - INFO - Epoch [23][3640/3757] lr: 2.000e-03, eta: 9:52:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5273, loss: 1.5273 2020-06-25 09:24:59,834 - mmaction - INFO - Epoch [23][3660/3757] lr: 2.000e-03, eta: 9:52:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3938, loss: 1.3938 2020-06-25 09:25:05,875 - mmaction - INFO - Epoch [23][3680/3757] lr: 2.000e-03, eta: 9:52:21, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8750, loss_cls: 1.3598, loss: 1.3598 2020-06-25 09:25:11,903 - mmaction - INFO - Epoch [23][3700/3757] lr: 2.000e-03, eta: 9:52:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6147, loss: 1.6147 2020-06-25 09:25:18,551 - mmaction - INFO - Epoch [23][3720/3757] lr: 2.000e-03, eta: 9:52:05, time: 0.333, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3203, loss: 1.3203 2020-06-25 09:25:25,362 - mmaction - INFO - Epoch [23][3740/3757] lr: 2.000e-03, eta: 9:51:58, time: 0.340, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4649, loss: 1.4649 2020-06-25 09:28:31,826 - mmaction - INFO - Epoch [24][20/3757] lr: 2.000e-03, eta: 9:54:55, time: 8.743, data_time: 8.318, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2301, loss: 1.2301 2020-06-25 09:28:37,912 - mmaction - INFO - Epoch [24][40/3757] lr: 2.000e-03, eta: 9:54:47, time: 0.305, data_time: 0.004, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4872, loss: 1.4872 2020-06-25 09:28:43,921 - mmaction - INFO - Epoch [24][60/3757] lr: 2.000e-03, eta: 9:54:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.6564, loss: 1.6564 2020-06-25 09:28:49,957 - mmaction - INFO - Epoch [24][80/3757] lr: 2.000e-03, eta: 9:54:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6359, loss: 1.6359 2020-06-25 09:28:55,952 - mmaction - INFO - Epoch [24][100/3757] lr: 2.000e-03, eta: 9:54:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2009, loss: 1.2009 2020-06-25 09:29:01,938 - mmaction - INFO - Epoch [24][120/3757] lr: 2.000e-03, eta: 9:54:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3564, loss: 1.3564 2020-06-25 09:29:07,946 - mmaction - INFO - Epoch [24][140/3757] lr: 2.000e-03, eta: 9:54:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4728, loss: 1.4728 2020-06-25 09:29:13,938 - mmaction - INFO - Epoch [24][160/3757] lr: 2.000e-03, eta: 9:53:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.4963, loss: 1.4963 2020-06-25 09:29:19,917 - mmaction - INFO - Epoch [24][180/3757] lr: 2.000e-03, eta: 9:53:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2823, loss: 1.2823 2020-06-25 09:29:25,903 - mmaction - INFO - Epoch [24][200/3757] lr: 2.000e-03, eta: 9:53:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3473, loss: 1.3473 2020-06-25 09:29:31,894 - mmaction - INFO - Epoch [24][220/3757] lr: 2.000e-03, eta: 9:53:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6488, loss: 1.6488 2020-06-25 09:29:37,898 - mmaction - INFO - Epoch [24][240/3757] lr: 2.000e-03, eta: 9:53:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.3218, loss: 1.3218 2020-06-25 09:29:43,896 - mmaction - INFO - Epoch [24][260/3757] lr: 2.000e-03, eta: 9:53:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1337, loss: 1.1337 2020-06-25 09:29:49,880 - mmaction - INFO - Epoch [24][280/3757] lr: 2.000e-03, eta: 9:53:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4073, loss: 1.4073 2020-06-25 09:29:55,835 - mmaction - INFO - Epoch [24][300/3757] lr: 2.000e-03, eta: 9:53:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3894, loss: 1.3894 2020-06-25 09:30:01,897 - mmaction - INFO - Epoch [24][320/3757] lr: 2.000e-03, eta: 9:52:52, time: 0.303, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4691, loss: 1.4691 2020-06-25 09:30:07,925 - mmaction - INFO - Epoch [24][340/3757] lr: 2.000e-03, eta: 9:52:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.5069, loss: 1.5069 2020-06-25 09:30:13,948 - mmaction - INFO - Epoch [24][360/3757] lr: 2.000e-03, eta: 9:52:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2440, loss: 1.2440 2020-06-25 09:30:19,918 - mmaction - INFO - Epoch [24][380/3757] lr: 2.000e-03, eta: 9:52:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3210, loss: 1.3210 2020-06-25 09:30:25,904 - mmaction - INFO - Epoch [24][400/3757] lr: 2.000e-03, eta: 9:52:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5557, loss: 1.5557 2020-06-25 09:30:31,909 - mmaction - INFO - Epoch [24][420/3757] lr: 2.000e-03, eta: 9:52:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2116, loss: 1.2116 2020-06-25 09:30:37,901 - mmaction - INFO - Epoch [24][440/3757] lr: 2.000e-03, eta: 9:52:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6874, loss: 1.6874 2020-06-25 09:30:43,904 - mmaction - INFO - Epoch [24][460/3757] lr: 2.000e-03, eta: 9:51:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4696, loss: 1.4696 2020-06-25 09:30:49,887 - mmaction - INFO - Epoch [24][480/3757] lr: 2.000e-03, eta: 9:51:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4551, loss: 1.4551 2020-06-25 09:30:55,874 - mmaction - INFO - Epoch [24][500/3757] lr: 2.000e-03, eta: 9:51:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2957, loss: 1.2957 2020-06-25 09:31:01,855 - mmaction - INFO - Epoch [24][520/3757] lr: 2.000e-03, eta: 9:51:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.5067, loss: 1.5067 2020-06-25 09:31:07,856 - mmaction - INFO - Epoch [24][540/3757] lr: 2.000e-03, eta: 9:51:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2180, loss: 1.2180 2020-06-25 09:31:13,816 - mmaction - INFO - Epoch [24][560/3757] lr: 2.000e-03, eta: 9:51:13, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4263, loss: 1.4263 2020-06-25 09:31:19,807 - mmaction - INFO - Epoch [24][580/3757] lr: 2.000e-03, eta: 9:51:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.5121, loss: 1.5121 2020-06-25 09:31:25,802 - mmaction - INFO - Epoch [24][600/3757] lr: 2.000e-03, eta: 9:50:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1631, loss: 1.1631 2020-06-25 09:31:31,793 - mmaction - INFO - Epoch [24][620/3757] lr: 2.000e-03, eta: 9:50:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2276, loss: 1.2276 2020-06-25 09:31:37,753 - mmaction - INFO - Epoch [24][640/3757] lr: 2.000e-03, eta: 9:50:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1216, loss: 1.1216 2020-06-25 09:31:43,738 - mmaction - INFO - Epoch [24][660/3757] lr: 2.000e-03, eta: 9:50:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8313, loss_cls: 1.3152, loss: 1.3152 2020-06-25 09:31:49,717 - mmaction - INFO - Epoch [24][680/3757] lr: 2.000e-03, eta: 9:50:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2940, loss: 1.2940 2020-06-25 09:31:55,682 - mmaction - INFO - Epoch [24][700/3757] lr: 2.000e-03, eta: 9:50:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4701, loss: 1.4701 2020-06-25 09:32:01,659 - mmaction - INFO - Epoch [24][720/3757] lr: 2.000e-03, eta: 9:50:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.2324, loss: 1.2324 2020-06-25 09:32:07,644 - mmaction - INFO - Epoch [24][740/3757] lr: 2.000e-03, eta: 9:49:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4022, loss: 1.4022 2020-06-25 09:32:13,636 - mmaction - INFO - Epoch [24][760/3757] lr: 2.000e-03, eta: 9:49:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2901, loss: 1.2901 2020-06-25 09:32:19,601 - mmaction - INFO - Epoch [24][780/3757] lr: 2.000e-03, eta: 9:49:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2620, loss: 1.2620 2020-06-25 09:32:25,575 - mmaction - INFO - Epoch [24][800/3757] lr: 2.000e-03, eta: 9:49:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5176, loss: 1.5176 2020-06-25 09:32:31,555 - mmaction - INFO - Epoch [24][820/3757] lr: 2.000e-03, eta: 9:49:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4355, loss: 1.4355 2020-06-25 09:32:37,531 - mmaction - INFO - Epoch [24][840/3757] lr: 2.000e-03, eta: 9:49:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.5906, loss: 1.5906 2020-06-25 09:32:43,560 - mmaction - INFO - Epoch [24][860/3757] lr: 2.000e-03, eta: 9:49:09, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.3539, loss: 1.3539 2020-06-25 09:32:49,534 - mmaction - INFO - Epoch [24][880/3757] lr: 2.000e-03, eta: 9:49:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.6426, loss: 1.6426 2020-06-25 09:32:55,554 - mmaction - INFO - Epoch [24][900/3757] lr: 2.000e-03, eta: 9:48:53, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4244, loss: 1.4244 2020-06-25 09:33:01,541 - mmaction - INFO - Epoch [24][920/3757] lr: 2.000e-03, eta: 9:48:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4146, loss: 1.4146 2020-06-25 09:33:07,490 - mmaction - INFO - Epoch [24][940/3757] lr: 2.000e-03, eta: 9:48:36, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5290, loss: 1.5290 2020-06-25 09:33:13,491 - mmaction - INFO - Epoch [24][960/3757] lr: 2.000e-03, eta: 9:48:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5402, loss: 1.5402 2020-06-25 09:33:19,468 - mmaction - INFO - Epoch [24][980/3757] lr: 2.000e-03, eta: 9:48:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2488, loss: 1.2488 2020-06-25 09:33:25,455 - mmaction - INFO - Epoch [24][1000/3757] lr: 2.000e-03, eta: 9:48:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2433, loss: 1.2433 2020-06-25 09:33:31,425 - mmaction - INFO - Epoch [24][1020/3757] lr: 2.000e-03, eta: 9:48:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4937, loss: 1.4937 2020-06-25 09:33:37,400 - mmaction - INFO - Epoch [24][1040/3757] lr: 2.000e-03, eta: 9:47:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.5887, loss: 1.5887 2020-06-25 09:33:43,400 - mmaction - INFO - Epoch [24][1060/3757] lr: 2.000e-03, eta: 9:47:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8063, loss_cls: 1.5142, loss: 1.5142 2020-06-25 09:33:49,363 - mmaction - INFO - Epoch [24][1080/3757] lr: 2.000e-03, eta: 9:47:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2216, loss: 1.2216 2020-06-25 09:33:55,325 - mmaction - INFO - Epoch [24][1100/3757] lr: 2.000e-03, eta: 9:47:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5357, loss: 1.5357 2020-06-25 09:34:01,336 - mmaction - INFO - Epoch [24][1120/3757] lr: 2.000e-03, eta: 9:47:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4240, loss: 1.4240 2020-06-25 09:34:07,322 - mmaction - INFO - Epoch [24][1140/3757] lr: 2.000e-03, eta: 9:47:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4293, loss: 1.4293 2020-06-25 09:34:13,291 - mmaction - INFO - Epoch [24][1160/3757] lr: 2.000e-03, eta: 9:47:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2715, loss: 1.2715 2020-06-25 09:34:19,281 - mmaction - INFO - Epoch [24][1180/3757] lr: 2.000e-03, eta: 9:46:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2472, loss: 1.2472 2020-06-25 09:34:25,278 - mmaction - INFO - Epoch [24][1200/3757] lr: 2.000e-03, eta: 9:46:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4625, loss: 1.4625 2020-06-25 09:34:31,291 - mmaction - INFO - Epoch [24][1220/3757] lr: 2.000e-03, eta: 9:46:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3629, loss: 1.3629 2020-06-25 09:34:37,260 - mmaction - INFO - Epoch [24][1240/3757] lr: 2.000e-03, eta: 9:46:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3692, loss: 1.3692 2020-06-25 09:34:43,798 - mmaction - INFO - Epoch [24][1260/3757] lr: 2.000e-03, eta: 9:46:25, time: 0.327, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3549, loss: 1.3549 2020-06-25 09:34:49,783 - mmaction - INFO - Epoch [24][1280/3757] lr: 2.000e-03, eta: 9:46:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7737, loss: 1.7737 2020-06-25 09:34:55,766 - mmaction - INFO - Epoch [24][1300/3757] lr: 2.000e-03, eta: 9:46:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4386, loss: 1.4386 2020-06-25 09:35:02,022 - mmaction - INFO - Epoch [24][1320/3757] lr: 2.000e-03, eta: 9:46:01, time: 0.313, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923 2020-06-25 09:35:08,034 - mmaction - INFO - Epoch [24][1340/3757] lr: 2.000e-03, eta: 9:45:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1833, loss: 1.1833 2020-06-25 09:35:14,051 - mmaction - INFO - Epoch [24][1360/3757] lr: 2.000e-03, eta: 9:45:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3772, loss: 1.3772 2020-06-25 09:35:20,028 - mmaction - INFO - Epoch [24][1380/3757] lr: 2.000e-03, eta: 9:45:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2689, loss: 1.2689 2020-06-25 09:35:26,025 - mmaction - INFO - Epoch [24][1400/3757] lr: 2.000e-03, eta: 9:45:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4504, loss: 1.4504 2020-06-25 09:35:32,023 - mmaction - INFO - Epoch [24][1420/3757] lr: 2.000e-03, eta: 9:45:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4133, loss: 1.4133 2020-06-25 09:35:38,576 - mmaction - INFO - Epoch [24][1440/3757] lr: 2.000e-03, eta: 9:45:12, time: 0.328, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074 2020-06-25 09:35:44,544 - mmaction - INFO - Epoch [24][1460/3757] lr: 2.000e-03, eta: 9:45:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4282, loss: 1.4282 2020-06-25 09:35:50,525 - mmaction - INFO - Epoch [24][1480/3757] lr: 2.000e-03, eta: 9:44:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8000, loss_cls: 1.4756, loss: 1.4756 2020-06-25 09:35:56,502 - mmaction - INFO - Epoch [24][1500/3757] lr: 2.000e-03, eta: 9:44:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4379, loss: 1.4379 2020-06-25 09:36:02,473 - mmaction - INFO - Epoch [24][1520/3757] lr: 2.000e-03, eta: 9:44:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4080, loss: 1.4080 2020-06-25 09:36:08,456 - mmaction - INFO - Epoch [24][1540/3757] lr: 2.000e-03, eta: 9:44:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5849, loss: 1.5849 2020-06-25 09:36:14,428 - mmaction - INFO - Epoch [24][1560/3757] lr: 2.000e-03, eta: 9:44:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.5190, loss: 1.5190 2020-06-25 09:36:20,406 - mmaction - INFO - Epoch [24][1580/3757] lr: 2.000e-03, eta: 9:44:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9990, loss: 0.9990 2020-06-25 09:36:26,415 - mmaction - INFO - Epoch [24][1600/3757] lr: 2.000e-03, eta: 9:44:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3048, loss: 1.3048 2020-06-25 09:36:32,368 - mmaction - INFO - Epoch [24][1620/3757] lr: 2.000e-03, eta: 9:43:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.3887, loss: 1.3887 2020-06-25 09:36:38,372 - mmaction - INFO - Epoch [24][1640/3757] lr: 2.000e-03, eta: 9:43:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.4205, loss: 1.4205 2020-06-25 09:36:44,333 - mmaction - INFO - Epoch [24][1660/3757] lr: 2.000e-03, eta: 9:43:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3612, loss: 1.3612 2020-06-25 09:36:50,297 - mmaction - INFO - Epoch [24][1680/3757] lr: 2.000e-03, eta: 9:43:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2444, loss: 1.2444 2020-06-25 09:36:56,295 - mmaction - INFO - Epoch [24][1700/3757] lr: 2.000e-03, eta: 9:43:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4731, loss: 1.4731 2020-06-25 09:37:02,291 - mmaction - INFO - Epoch [24][1720/3757] lr: 2.000e-03, eta: 9:43:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2310, loss: 1.2310 2020-06-25 09:37:08,248 - mmaction - INFO - Epoch [24][1740/3757] lr: 2.000e-03, eta: 9:43:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3857, loss: 1.3857 2020-06-25 09:37:14,255 - mmaction - INFO - Epoch [24][1760/3757] lr: 2.000e-03, eta: 9:43:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4060, loss: 1.4060 2020-06-25 09:37:20,226 - mmaction - INFO - Epoch [24][1780/3757] lr: 2.000e-03, eta: 9:42:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1738, loss: 1.1738 2020-06-25 09:37:26,225 - mmaction - INFO - Epoch [24][1800/3757] lr: 2.000e-03, eta: 9:42:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6038, loss: 1.6038 2020-06-25 09:37:32,198 - mmaction - INFO - Epoch [24][1820/3757] lr: 2.000e-03, eta: 9:42:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6575, loss: 1.6575 2020-06-25 09:37:38,181 - mmaction - INFO - Epoch [24][1840/3757] lr: 2.000e-03, eta: 9:42:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2404, loss: 1.2404 2020-06-25 09:37:44,158 - mmaction - INFO - Epoch [24][1860/3757] lr: 2.000e-03, eta: 9:42:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.3219, loss: 1.3219 2020-06-25 09:37:50,148 - mmaction - INFO - Epoch [24][1880/3757] lr: 2.000e-03, eta: 9:42:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4129, loss: 1.4129 2020-06-25 09:37:56,111 - mmaction - INFO - Epoch [24][1900/3757] lr: 2.000e-03, eta: 9:42:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6616, loss: 1.6616 2020-06-25 09:38:02,103 - mmaction - INFO - Epoch [24][1920/3757] lr: 2.000e-03, eta: 9:41:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2197, loss: 1.2197 2020-06-25 09:38:08,062 - mmaction - INFO - Epoch [24][1940/3757] lr: 2.000e-03, eta: 9:41:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2531, loss: 1.2531 2020-06-25 09:38:14,049 - mmaction - INFO - Epoch [24][1960/3757] lr: 2.000e-03, eta: 9:41:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.4366, loss: 1.4366 2020-06-25 09:38:20,019 - mmaction - INFO - Epoch [24][1980/3757] lr: 2.000e-03, eta: 9:41:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3455, loss: 1.3455 2020-06-25 09:38:25,993 - mmaction - INFO - Epoch [24][2000/3757] lr: 2.000e-03, eta: 9:41:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5457, loss: 1.5457 2020-06-25 09:38:32,002 - mmaction - INFO - Epoch [24][2020/3757] lr: 2.000e-03, eta: 9:41:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4503, loss: 1.4503 2020-06-25 09:38:37,986 - mmaction - INFO - Epoch [24][2040/3757] lr: 2.000e-03, eta: 9:41:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5950, loss: 1.5950 2020-06-25 09:38:43,988 - mmaction - INFO - Epoch [24][2060/3757] lr: 2.000e-03, eta: 9:40:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4221, loss: 1.4221 2020-06-25 09:38:49,989 - mmaction - INFO - Epoch [24][2080/3757] lr: 2.000e-03, eta: 9:40:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.3889, loss: 1.3889 2020-06-25 09:38:55,985 - mmaction - INFO - Epoch [24][2100/3757] lr: 2.000e-03, eta: 9:40:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3783, loss: 1.3783 2020-06-25 09:39:01,962 - mmaction - INFO - Epoch [24][2120/3757] lr: 2.000e-03, eta: 9:40:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2329, loss: 1.2329 2020-06-25 09:39:07,976 - mmaction - INFO - Epoch [24][2140/3757] lr: 2.000e-03, eta: 9:40:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.2926, loss: 1.2926 2020-06-25 09:39:13,960 - mmaction - INFO - Epoch [24][2160/3757] lr: 2.000e-03, eta: 9:40:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4167, loss: 1.4167 2020-06-25 09:39:19,945 - mmaction - INFO - Epoch [24][2180/3757] lr: 2.000e-03, eta: 9:40:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2577, loss: 1.2577 2020-06-25 09:39:25,941 - mmaction - INFO - Epoch [24][2200/3757] lr: 2.000e-03, eta: 9:40:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5508, loss: 1.5508 2020-06-25 09:39:31,923 - mmaction - INFO - Epoch [24][2220/3757] lr: 2.000e-03, eta: 9:39:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3638, loss: 1.3638 2020-06-25 09:39:37,889 - mmaction - INFO - Epoch [24][2240/3757] lr: 2.000e-03, eta: 9:39:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9062, loss_cls: 1.3176, loss: 1.3176 2020-06-25 09:39:43,876 - mmaction - INFO - Epoch [24][2260/3757] lr: 2.000e-03, eta: 9:39:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.6592, loss: 1.6592 2020-06-25 09:39:49,869 - mmaction - INFO - Epoch [24][2280/3757] lr: 2.000e-03, eta: 9:39:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4455, loss: 1.4455 2020-06-25 09:39:55,856 - mmaction - INFO - Epoch [24][2300/3757] lr: 2.000e-03, eta: 9:39:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5675, loss: 1.5675 2020-06-25 09:40:01,935 - mmaction - INFO - Epoch [24][2320/3757] lr: 2.000e-03, eta: 9:39:12, time: 0.304, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4373, loss: 1.4373 2020-06-25 09:40:07,939 - mmaction - INFO - Epoch [24][2340/3757] lr: 2.000e-03, eta: 9:39:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2716, loss: 1.2716 2020-06-25 09:40:13,911 - mmaction - INFO - Epoch [24][2360/3757] lr: 2.000e-03, eta: 9:38:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3685, loss: 1.3685 2020-06-25 09:40:19,901 - mmaction - INFO - Epoch [24][2380/3757] lr: 2.000e-03, eta: 9:38:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4642, loss: 1.4642 2020-06-25 09:40:25,877 - mmaction - INFO - Epoch [24][2400/3757] lr: 2.000e-03, eta: 9:38:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6064, loss: 1.6064 2020-06-25 09:40:31,856 - mmaction - INFO - Epoch [24][2420/3757] lr: 2.000e-03, eta: 9:38:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4992, loss: 1.4992 2020-06-25 09:40:37,843 - mmaction - INFO - Epoch [24][2440/3757] lr: 2.000e-03, eta: 9:38:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5730, loss: 1.5730 2020-06-25 09:40:43,832 - mmaction - INFO - Epoch [24][2460/3757] lr: 2.000e-03, eta: 9:38:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.4759, loss: 1.4759 2020-06-25 09:40:49,799 - mmaction - INFO - Epoch [24][2480/3757] lr: 2.000e-03, eta: 9:38:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3094, loss: 1.3094 2020-06-25 09:40:55,769 - mmaction - INFO - Epoch [24][2500/3757] lr: 2.000e-03, eta: 9:37:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1672, loss: 1.1672 2020-06-25 09:41:01,743 - mmaction - INFO - Epoch [24][2520/3757] lr: 2.000e-03, eta: 9:37:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5042, loss: 1.5042 2020-06-25 09:41:07,728 - mmaction - INFO - Epoch [24][2540/3757] lr: 2.000e-03, eta: 9:37:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4781, loss: 1.4781 2020-06-25 09:41:13,728 - mmaction - INFO - Epoch [24][2560/3757] lr: 2.000e-03, eta: 9:37:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.5072, loss: 1.5072 2020-06-25 09:41:19,708 - mmaction - INFO - Epoch [24][2580/3757] lr: 2.000e-03, eta: 9:37:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8875, loss_cls: 1.4142, loss: 1.4142 2020-06-25 09:41:25,658 - mmaction - INFO - Epoch [24][2600/3757] lr: 2.000e-03, eta: 9:37:18, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3769, loss: 1.3769 2020-06-25 09:41:31,655 - mmaction - INFO - Epoch [24][2620/3757] lr: 2.000e-03, eta: 9:37:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3478, loss: 1.3478 2020-06-25 09:41:37,641 - mmaction - INFO - Epoch [24][2640/3757] lr: 2.000e-03, eta: 9:37:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.3899, loss: 1.3899 2020-06-25 09:41:43,628 - mmaction - INFO - Epoch [24][2660/3757] lr: 2.000e-03, eta: 9:36:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.3209, loss: 1.3209 2020-06-25 09:41:49,613 - mmaction - INFO - Epoch [24][2680/3757] lr: 2.000e-03, eta: 9:36:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4451, loss: 1.4451 2020-06-25 09:41:55,596 - mmaction - INFO - Epoch [24][2700/3757] lr: 2.000e-03, eta: 9:36:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4674, loss: 1.4674 2020-06-25 09:42:01,620 - mmaction - INFO - Epoch [24][2720/3757] lr: 2.000e-03, eta: 9:36:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4264, loss: 1.4264 2020-06-25 09:42:07,614 - mmaction - INFO - Epoch [24][2740/3757] lr: 2.000e-03, eta: 9:36:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3396, loss: 1.3396 2020-06-25 09:42:13,601 - mmaction - INFO - Epoch [24][2760/3757] lr: 2.000e-03, eta: 9:36:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5479, loss: 1.5479 2020-06-25 09:42:19,589 - mmaction - INFO - Epoch [24][2780/3757] lr: 2.000e-03, eta: 9:36:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4981, loss: 1.4981 2020-06-25 09:42:25,587 - mmaction - INFO - Epoch [24][2800/3757] lr: 2.000e-03, eta: 9:35:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5241, loss: 1.5241 2020-06-25 09:42:31,561 - mmaction - INFO - Epoch [24][2820/3757] lr: 2.000e-03, eta: 9:35:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5249, loss: 1.5249 2020-06-25 09:42:37,536 - mmaction - INFO - Epoch [24][2840/3757] lr: 2.000e-03, eta: 9:35:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.5949, loss: 1.5949 2020-06-25 09:42:43,521 - mmaction - INFO - Epoch [24][2860/3757] lr: 2.000e-03, eta: 9:35:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.7853, loss: 1.7853 2020-06-25 09:42:49,553 - mmaction - INFO - Epoch [24][2880/3757] lr: 2.000e-03, eta: 9:35:24, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3720, loss: 1.3720 2020-06-25 09:42:55,552 - mmaction - INFO - Epoch [24][2900/3757] lr: 2.000e-03, eta: 9:35:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4487, loss: 1.4487 2020-06-25 09:43:01,512 - mmaction - INFO - Epoch [24][2920/3757] lr: 2.000e-03, eta: 9:35:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4604, loss: 1.4604 2020-06-25 09:43:07,497 - mmaction - INFO - Epoch [24][2940/3757] lr: 2.000e-03, eta: 9:35:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2571, loss: 1.2571 2020-06-25 09:43:13,492 - mmaction - INFO - Epoch [24][2960/3757] lr: 2.000e-03, eta: 9:34:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4901, loss: 1.4901 2020-06-25 09:43:19,442 - mmaction - INFO - Epoch [24][2980/3757] lr: 2.000e-03, eta: 9:34:44, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4590, loss: 1.4590 2020-06-25 09:43:25,423 - mmaction - INFO - Epoch [24][3000/3757] lr: 2.000e-03, eta: 9:34:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.5849, loss: 1.5849 2020-06-25 09:43:31,415 - mmaction - INFO - Epoch [24][3020/3757] lr: 2.000e-03, eta: 9:34:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2124, loss: 1.2124 2020-06-25 09:43:37,404 - mmaction - INFO - Epoch [24][3040/3757] lr: 2.000e-03, eta: 9:34:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2187, loss: 1.2187 2020-06-25 09:43:43,393 - mmaction - INFO - Epoch [24][3060/3757] lr: 2.000e-03, eta: 9:34:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.3911, loss: 1.3911 2020-06-25 09:43:49,402 - mmaction - INFO - Epoch [24][3080/3757] lr: 2.000e-03, eta: 9:34:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3534, loss: 1.3534 2020-06-25 09:43:55,390 - mmaction - INFO - Epoch [24][3100/3757] lr: 2.000e-03, eta: 9:33:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5078, loss: 1.5078 2020-06-25 09:44:01,369 - mmaction - INFO - Epoch [24][3120/3757] lr: 2.000e-03, eta: 9:33:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4372, loss: 1.4372 2020-06-25 09:44:07,359 - mmaction - INFO - Epoch [24][3140/3757] lr: 2.000e-03, eta: 9:33:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2120, loss: 1.2120 2020-06-25 09:44:13,324 - mmaction - INFO - Epoch [24][3160/3757] lr: 2.000e-03, eta: 9:33:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3560, loss: 1.3560 2020-06-25 09:44:19,316 - mmaction - INFO - Epoch [24][3180/3757] lr: 2.000e-03, eta: 9:33:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3893, loss: 1.3893 2020-06-25 09:44:25,309 - mmaction - INFO - Epoch [24][3200/3757] lr: 2.000e-03, eta: 9:33:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2589, loss: 1.2589 2020-06-25 09:44:31,268 - mmaction - INFO - Epoch [24][3220/3757] lr: 2.000e-03, eta: 9:33:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4424, loss: 1.4424 2020-06-25 09:44:37,244 - mmaction - INFO - Epoch [24][3240/3757] lr: 2.000e-03, eta: 9:32:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3536, loss: 1.3536 2020-06-25 09:44:43,220 - mmaction - INFO - Epoch [24][3260/3757] lr: 2.000e-03, eta: 9:32:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.6193, loss: 1.6193 2020-06-25 09:44:49,226 - mmaction - INFO - Epoch [24][3280/3757] lr: 2.000e-03, eta: 9:32:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3824, loss: 1.3824 2020-06-25 09:44:55,195 - mmaction - INFO - Epoch [24][3300/3757] lr: 2.000e-03, eta: 9:32:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.3398, loss: 1.3398 2020-06-25 09:45:01,172 - mmaction - INFO - Epoch [24][3320/3757] lr: 2.000e-03, eta: 9:32:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4813, loss: 1.4813 2020-06-25 09:45:07,179 - mmaction - INFO - Epoch [24][3340/3757] lr: 2.000e-03, eta: 9:32:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4016, loss: 1.4016 2020-06-25 09:45:13,203 - mmaction - INFO - Epoch [24][3360/3757] lr: 2.000e-03, eta: 9:32:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.4925, loss: 1.4925 2020-06-25 09:45:19,181 - mmaction - INFO - Epoch [24][3380/3757] lr: 2.000e-03, eta: 9:32:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4056, loss: 1.4056 2020-06-25 09:45:25,164 - mmaction - INFO - Epoch [24][3400/3757] lr: 2.000e-03, eta: 9:31:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5430, loss: 1.5430 2020-06-25 09:45:31,154 - mmaction - INFO - Epoch [24][3420/3757] lr: 2.000e-03, eta: 9:31:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7923, loss: 1.7923 2020-06-25 09:45:37,113 - mmaction - INFO - Epoch [24][3440/3757] lr: 2.000e-03, eta: 9:31:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4802, loss: 1.4802 2020-06-25 09:45:43,119 - mmaction - INFO - Epoch [24][3460/3757] lr: 2.000e-03, eta: 9:31:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4960, loss: 1.4960 2020-06-25 09:45:49,132 - mmaction - INFO - Epoch [24][3480/3757] lr: 2.000e-03, eta: 9:31:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2666, loss: 1.2666 2020-06-25 09:45:55,129 - mmaction - INFO - Epoch [24][3500/3757] lr: 2.000e-03, eta: 9:31:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8625, loss_cls: 1.5497, loss: 1.5497 2020-06-25 09:46:01,095 - mmaction - INFO - Epoch [24][3520/3757] lr: 2.000e-03, eta: 9:31:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.4007, loss: 1.4007 2020-06-25 09:46:07,067 - mmaction - INFO - Epoch [24][3540/3757] lr: 2.000e-03, eta: 9:30:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4657, loss: 1.4657 2020-06-25 09:46:13,035 - mmaction - INFO - Epoch [24][3560/3757] lr: 2.000e-03, eta: 9:30:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3144, loss: 1.3144 2020-06-25 09:46:19,025 - mmaction - INFO - Epoch [24][3580/3757] lr: 2.000e-03, eta: 9:30:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4986, loss: 1.4986 2020-06-25 09:46:24,992 - mmaction - INFO - Epoch [24][3600/3757] lr: 2.000e-03, eta: 9:30:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4161, loss: 1.4161 2020-06-25 09:46:30,991 - mmaction - INFO - Epoch [24][3620/3757] lr: 2.000e-03, eta: 9:30:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4856, loss: 1.4856 2020-06-25 09:46:36,961 - mmaction - INFO - Epoch [24][3640/3757] lr: 2.000e-03, eta: 9:30:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2016, loss: 1.2016 2020-06-25 09:46:42,959 - mmaction - INFO - Epoch [24][3660/3757] lr: 2.000e-03, eta: 9:30:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9000, loss_cls: 1.3146, loss: 1.3146 2020-06-25 09:46:48,972 - mmaction - INFO - Epoch [24][3680/3757] lr: 2.000e-03, eta: 9:30:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.3732, loss: 1.3732 2020-06-25 09:46:54,966 - mmaction - INFO - Epoch [24][3700/3757] lr: 2.000e-03, eta: 9:29:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2547, loss: 1.2547 2020-06-25 09:47:00,949 - mmaction - INFO - Epoch [24][3720/3757] lr: 2.000e-03, eta: 9:29:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.5409, loss: 1.5409 2020-06-25 09:47:06,951 - mmaction - INFO - Epoch [24][3740/3757] lr: 2.000e-03, eta: 9:29:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3812, loss: 1.3812 2020-06-25 09:50:21,526 - mmaction - INFO - Epoch [25][20/3757] lr: 2.000e-03, eta: 9:32:27, time: 9.188, data_time: 8.782, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3569, loss: 1.3569 2020-06-25 09:50:27,597 - mmaction - INFO - Epoch [25][40/3757] lr: 2.000e-03, eta: 9:32:19, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8313, loss_cls: 1.3699, loss: 1.3699 2020-06-25 09:50:33,604 - mmaction - INFO - Epoch [25][60/3757] lr: 2.000e-03, eta: 9:32:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3606, loss: 1.3606 2020-06-25 09:50:39,581 - mmaction - INFO - Epoch [25][80/3757] lr: 2.000e-03, eta: 9:32:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8875, loss_cls: 1.3776, loss: 1.3776 2020-06-25 09:50:45,569 - mmaction - INFO - Epoch [25][100/3757] lr: 2.000e-03, eta: 9:31:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5863, loss: 1.5863 2020-06-25 09:50:51,579 - mmaction - INFO - Epoch [25][120/3757] lr: 2.000e-03, eta: 9:31:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5132, loss: 1.5132 2020-06-25 09:50:57,550 - mmaction - INFO - Epoch [25][140/3757] lr: 2.000e-03, eta: 9:31:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3344, loss: 1.3344 2020-06-25 09:51:03,544 - mmaction - INFO - Epoch [25][160/3757] lr: 2.000e-03, eta: 9:31:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7265, loss: 1.7265 2020-06-25 09:51:09,518 - mmaction - INFO - Epoch [25][180/3757] lr: 2.000e-03, eta: 9:31:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.4055, loss: 1.4055 2020-06-25 09:51:15,515 - mmaction - INFO - Epoch [25][200/3757] lr: 2.000e-03, eta: 9:31:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.4531, loss: 1.4531 2020-06-25 09:51:21,495 - mmaction - INFO - Epoch [25][220/3757] lr: 2.000e-03, eta: 9:31:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2084, loss: 1.2084 2020-06-25 09:51:27,475 - mmaction - INFO - Epoch [25][240/3757] lr: 2.000e-03, eta: 9:30:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2870, loss: 1.2870 2020-06-25 09:51:33,455 - mmaction - INFO - Epoch [25][260/3757] lr: 2.000e-03, eta: 9:30:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0892, loss: 1.0892 2020-06-25 09:51:39,467 - mmaction - INFO - Epoch [25][280/3757] lr: 2.000e-03, eta: 9:30:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.4608, loss: 1.4608 2020-06-25 09:51:45,464 - mmaction - INFO - Epoch [25][300/3757] lr: 2.000e-03, eta: 9:30:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2265, loss: 1.2265 2020-06-25 09:51:51,459 - mmaction - INFO - Epoch [25][320/3757] lr: 2.000e-03, eta: 9:30:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4757, loss: 1.4757 2020-06-25 09:51:57,439 - mmaction - INFO - Epoch [25][340/3757] lr: 2.000e-03, eta: 9:30:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3187, loss: 1.3187 2020-06-25 09:52:03,410 - mmaction - INFO - Epoch [25][360/3757] lr: 2.000e-03, eta: 9:30:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2418, loss: 1.2418 2020-06-25 09:52:09,397 - mmaction - INFO - Epoch [25][380/3757] lr: 2.000e-03, eta: 9:30:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.9000, loss_cls: 1.2824, loss: 1.2824 2020-06-25 09:52:15,381 - mmaction - INFO - Epoch [25][400/3757] lr: 2.000e-03, eta: 9:29:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.4456, loss: 1.4456 2020-06-25 09:52:21,411 - mmaction - INFO - Epoch [25][420/3757] lr: 2.000e-03, eta: 9:29:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3936, loss: 1.3936 2020-06-25 09:52:27,407 - mmaction - INFO - Epoch [25][440/3757] lr: 2.000e-03, eta: 9:29:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2511, loss: 1.2511 2020-06-25 09:52:34,603 - mmaction - INFO - Epoch [25][460/3757] lr: 2.000e-03, eta: 9:29:29, time: 0.360, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.7937, loss_cls: 1.6026, loss: 1.6026 2020-06-25 09:52:40,608 - mmaction - INFO - Epoch [25][480/3757] lr: 2.000e-03, eta: 9:29:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5309, loss: 1.5309 2020-06-25 09:52:46,600 - mmaction - INFO - Epoch [25][500/3757] lr: 2.000e-03, eta: 9:29:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2160, loss: 1.2160 2020-06-25 09:52:52,622 - mmaction - INFO - Epoch [25][520/3757] lr: 2.000e-03, eta: 9:29:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4846, loss: 1.4846 2020-06-25 09:52:59,078 - mmaction - INFO - Epoch [25][540/3757] lr: 2.000e-03, eta: 9:28:57, time: 0.323, data_time: 0.012, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4217, loss: 1.4217 2020-06-25 09:53:05,206 - mmaction - INFO - Epoch [25][560/3757] lr: 2.000e-03, eta: 9:28:49, time: 0.306, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5067, loss: 1.5067 2020-06-25 09:53:11,191 - mmaction - INFO - Epoch [25][580/3757] lr: 2.000e-03, eta: 9:28:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1980, loss: 1.1980 2020-06-25 09:53:18,088 - mmaction - INFO - Epoch [25][600/3757] lr: 2.000e-03, eta: 9:28:34, time: 0.345, data_time: 0.043, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.2461, loss: 1.2461 2020-06-25 09:53:24,486 - mmaction - INFO - Epoch [25][620/3757] lr: 2.000e-03, eta: 9:28:26, time: 0.320, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2683, loss: 1.2683 2020-06-25 09:53:30,468 - mmaction - INFO - Epoch [25][640/3757] lr: 2.000e-03, eta: 9:28:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2321, loss: 1.2321 2020-06-25 09:53:36,465 - mmaction - INFO - Epoch [25][660/3757] lr: 2.000e-03, eta: 9:28:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.6452, loss: 1.6452 2020-06-25 09:53:42,470 - mmaction - INFO - Epoch [25][680/3757] lr: 2.000e-03, eta: 9:28:02, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3969, loss: 1.3969 2020-06-25 09:53:48,483 - mmaction - INFO - Epoch [25][700/3757] lr: 2.000e-03, eta: 9:27:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3784, loss: 1.3784 2020-06-25 09:53:54,457 - mmaction - INFO - Epoch [25][720/3757] lr: 2.000e-03, eta: 9:27:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.2407, loss: 1.2407 2020-06-25 09:54:00,414 - mmaction - INFO - Epoch [25][740/3757] lr: 2.000e-03, eta: 9:27:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4323, loss: 1.4323 2020-06-25 09:54:06,382 - mmaction - INFO - Epoch [25][760/3757] lr: 2.000e-03, eta: 9:27:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1540, loss: 1.1540 2020-06-25 09:54:12,378 - mmaction - INFO - Epoch [25][780/3757] lr: 2.000e-03, eta: 9:27:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2903, loss: 1.2903 2020-06-25 09:54:18,392 - mmaction - INFO - Epoch [25][800/3757] lr: 2.000e-03, eta: 9:27:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5968, loss: 1.5968 2020-06-25 09:54:24,363 - mmaction - INFO - Epoch [25][820/3757] lr: 2.000e-03, eta: 9:27:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1420, loss: 1.1420 2020-06-25 09:54:30,383 - mmaction - INFO - Epoch [25][840/3757] lr: 2.000e-03, eta: 9:26:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4919, loss: 1.4919 2020-06-25 09:54:36,359 - mmaction - INFO - Epoch [25][860/3757] lr: 2.000e-03, eta: 9:26:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1882, loss: 1.1882 2020-06-25 09:54:42,317 - mmaction - INFO - Epoch [25][880/3757] lr: 2.000e-03, eta: 9:26:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0920, loss: 1.0920 2020-06-25 09:54:48,329 - mmaction - INFO - Epoch [25][900/3757] lr: 2.000e-03, eta: 9:26:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.5257, loss: 1.5257 2020-06-25 09:54:54,314 - mmaction - INFO - Epoch [25][920/3757] lr: 2.000e-03, eta: 9:26:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7217, loss: 1.7217 2020-06-25 09:55:00,299 - mmaction - INFO - Epoch [25][940/3757] lr: 2.000e-03, eta: 9:26:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.5228, loss: 1.5228 2020-06-25 09:55:06,724 - mmaction - INFO - Epoch [25][960/3757] lr: 2.000e-03, eta: 9:26:09, time: 0.321, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3284, loss: 1.3284 2020-06-25 09:55:12,721 - mmaction - INFO - Epoch [25][980/3757] lr: 2.000e-03, eta: 9:26:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.2324, loss: 1.2324 2020-06-25 09:55:18,704 - mmaction - INFO - Epoch [25][1000/3757] lr: 2.000e-03, eta: 9:25:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5029, loss: 1.5029 2020-06-25 09:55:24,674 - mmaction - INFO - Epoch [25][1020/3757] lr: 2.000e-03, eta: 9:25:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3578, loss: 1.3578 2020-06-25 09:55:30,695 - mmaction - INFO - Epoch [25][1040/3757] lr: 2.000e-03, eta: 9:25:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3085, loss: 1.3085 2020-06-25 09:55:36,703 - mmaction - INFO - Epoch [25][1060/3757] lr: 2.000e-03, eta: 9:25:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3737, loss: 1.3737 2020-06-25 09:55:42,697 - mmaction - INFO - Epoch [25][1080/3757] lr: 2.000e-03, eta: 9:25:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3813, loss: 1.3813 2020-06-25 09:55:48,663 - mmaction - INFO - Epoch [25][1100/3757] lr: 2.000e-03, eta: 9:25:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3049, loss: 1.3049 2020-06-25 09:55:54,683 - mmaction - INFO - Epoch [25][1120/3757] lr: 2.000e-03, eta: 9:25:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3152, loss: 1.3152 2020-06-25 09:56:00,666 - mmaction - INFO - Epoch [25][1140/3757] lr: 2.000e-03, eta: 9:24:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4090, loss: 1.4090 2020-06-25 09:56:06,635 - mmaction - INFO - Epoch [25][1160/3757] lr: 2.000e-03, eta: 9:24:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.7812, loss_cls: 1.5826, loss: 1.5826 2020-06-25 09:56:12,607 - mmaction - INFO - Epoch [25][1180/3757] lr: 2.000e-03, eta: 9:24:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3805, loss: 1.3805 2020-06-25 09:56:18,602 - mmaction - INFO - Epoch [25][1200/3757] lr: 2.000e-03, eta: 9:24:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.4160, loss: 1.4160 2020-06-25 09:56:24,582 - mmaction - INFO - Epoch [25][1220/3757] lr: 2.000e-03, eta: 9:24:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.1874, loss: 1.1874 2020-06-25 09:56:30,593 - mmaction - INFO - Epoch [25][1240/3757] lr: 2.000e-03, eta: 9:24:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2341, loss: 1.2341 2020-06-25 09:56:36,785 - mmaction - INFO - Epoch [25][1260/3757] lr: 2.000e-03, eta: 9:24:07, time: 0.309, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2852, loss: 1.2852 2020-06-25 09:56:42,785 - mmaction - INFO - Epoch [25][1280/3757] lr: 2.000e-03, eta: 9:23:59, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4936, loss: 1.4936 2020-06-25 09:56:48,752 - mmaction - INFO - Epoch [25][1300/3757] lr: 2.000e-03, eta: 9:23:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2026, loss: 1.2026 2020-06-25 09:56:54,730 - mmaction - INFO - Epoch [25][1320/3757] lr: 2.000e-03, eta: 9:23:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2986, loss: 1.2986 2020-06-25 09:57:00,718 - mmaction - INFO - Epoch [25][1340/3757] lr: 2.000e-03, eta: 9:23:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3431, loss: 1.3431 2020-06-25 09:57:06,689 - mmaction - INFO - Epoch [25][1360/3757] lr: 2.000e-03, eta: 9:23:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5057, loss: 1.5057 2020-06-25 09:57:12,664 - mmaction - INFO - Epoch [25][1380/3757] lr: 2.000e-03, eta: 9:23:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2093, loss: 1.2093 2020-06-25 09:57:18,647 - mmaction - INFO - Epoch [25][1400/3757] lr: 2.000e-03, eta: 9:23:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1869, loss: 1.1869 2020-06-25 09:57:24,622 - mmaction - INFO - Epoch [25][1420/3757] lr: 2.000e-03, eta: 9:23:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5451, loss: 1.5451 2020-06-25 09:57:30,624 - mmaction - INFO - Epoch [25][1440/3757] lr: 2.000e-03, eta: 9:22:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.4916, loss: 1.4916 2020-06-25 09:57:36,594 - mmaction - INFO - Epoch [25][1460/3757] lr: 2.000e-03, eta: 9:22:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4544, loss: 1.4544 2020-06-25 09:57:42,588 - mmaction - INFO - Epoch [25][1480/3757] lr: 2.000e-03, eta: 9:22:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.5173, loss: 1.5173 2020-06-25 09:57:48,542 - mmaction - INFO - Epoch [25][1500/3757] lr: 2.000e-03, eta: 9:22:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2015, loss: 1.2015 2020-06-25 09:57:54,535 - mmaction - INFO - Epoch [25][1520/3757] lr: 2.000e-03, eta: 9:22:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1773, loss: 1.1773 2020-06-25 09:58:00,542 - mmaction - INFO - Epoch [25][1540/3757] lr: 2.000e-03, eta: 9:22:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5916, loss: 1.5916 2020-06-25 09:58:06,530 - mmaction - INFO - Epoch [25][1560/3757] lr: 2.000e-03, eta: 9:22:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2669, loss: 1.2669 2020-06-25 09:58:12,513 - mmaction - INFO - Epoch [25][1580/3757] lr: 2.000e-03, eta: 9:21:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.5337, loss: 1.5337 2020-06-25 09:58:18,496 - mmaction - INFO - Epoch [25][1600/3757] lr: 2.000e-03, eta: 9:21:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3492, loss: 1.3492 2020-06-25 09:58:24,496 - mmaction - INFO - Epoch [25][1620/3757] lr: 2.000e-03, eta: 9:21:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2066, loss: 1.2066 2020-06-25 09:58:30,515 - mmaction - INFO - Epoch [25][1640/3757] lr: 2.000e-03, eta: 9:21:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.3848, loss: 1.3848 2020-06-25 09:58:36,490 - mmaction - INFO - Epoch [25][1660/3757] lr: 2.000e-03, eta: 9:21:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4070, loss: 1.4070 2020-06-25 09:58:42,470 - mmaction - INFO - Epoch [25][1680/3757] lr: 2.000e-03, eta: 9:21:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4967, loss: 1.4967 2020-06-25 09:58:48,465 - mmaction - INFO - Epoch [25][1700/3757] lr: 2.000e-03, eta: 9:21:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2371, loss: 1.2371 2020-06-25 09:58:54,435 - mmaction - INFO - Epoch [25][1720/3757] lr: 2.000e-03, eta: 9:21:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8938, loss_cls: 1.4223, loss: 1.4223 2020-06-25 09:59:00,378 - mmaction - INFO - Epoch [25][1740/3757] lr: 2.000e-03, eta: 9:20:53, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2117, loss: 1.2117 2020-06-25 09:59:06,387 - mmaction - INFO - Epoch [25][1760/3757] lr: 2.000e-03, eta: 9:20:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5161, loss: 1.5161 2020-06-25 09:59:12,391 - mmaction - INFO - Epoch [25][1780/3757] lr: 2.000e-03, eta: 9:20:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4835, loss: 1.4835 2020-06-25 09:59:18,365 - mmaction - INFO - Epoch [25][1800/3757] lr: 2.000e-03, eta: 9:20:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3769, loss: 1.3769 2020-06-25 09:59:24,350 - mmaction - INFO - Epoch [25][1820/3757] lr: 2.000e-03, eta: 9:20:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4239, loss: 1.4239 2020-06-25 09:59:30,340 - mmaction - INFO - Epoch [25][1840/3757] lr: 2.000e-03, eta: 9:20:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4873, loss: 1.4873 2020-06-25 09:59:36,332 - mmaction - INFO - Epoch [25][1860/3757] lr: 2.000e-03, eta: 9:20:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.3630, loss: 1.3630 2020-06-25 09:59:42,296 - mmaction - INFO - Epoch [25][1880/3757] lr: 2.000e-03, eta: 9:19:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.5067, loss: 1.5067 2020-06-25 09:59:48,296 - mmaction - INFO - Epoch [25][1900/3757] lr: 2.000e-03, eta: 9:19:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4652, loss: 1.4652 2020-06-25 09:59:54,271 - mmaction - INFO - Epoch [25][1920/3757] lr: 2.000e-03, eta: 9:19:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5620, loss: 1.5620 2020-06-25 10:00:00,255 - mmaction - INFO - Epoch [25][1940/3757] lr: 2.000e-03, eta: 9:19:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3432, loss: 1.3432 2020-06-25 10:00:10,142 - mmaction - INFO - Epoch [25][1960/3757] lr: 2.000e-03, eta: 9:19:28, time: 0.489, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3354, loss: 1.3354 2020-06-25 10:00:16,147 - mmaction - INFO - Epoch [25][1980/3757] lr: 2.000e-03, eta: 9:19:20, time: 0.305, data_time: 0.006, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4728, loss: 1.4728 2020-06-25 10:00:22,130 - mmaction - INFO - Epoch [25][2000/3757] lr: 2.000e-03, eta: 9:19:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3698, loss: 1.3698 2020-06-25 10:00:28,128 - mmaction - INFO - Epoch [25][2020/3757] lr: 2.000e-03, eta: 9:19:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1482, loss: 1.1482 2020-06-25 10:00:34,118 - mmaction - INFO - Epoch [25][2040/3757] lr: 2.000e-03, eta: 9:18:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.3809, loss: 1.3809 2020-06-25 10:00:40,112 - mmaction - INFO - Epoch [25][2060/3757] lr: 2.000e-03, eta: 9:18:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.3286, loss: 1.3286 2020-06-25 10:00:46,092 - mmaction - INFO - Epoch [25][2080/3757] lr: 2.000e-03, eta: 9:18:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.3789, loss: 1.3789 2020-06-25 10:00:52,083 - mmaction - INFO - Epoch [25][2100/3757] lr: 2.000e-03, eta: 9:18:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.5070, loss: 1.5070 2020-06-25 10:00:58,067 - mmaction - INFO - Epoch [25][2120/3757] lr: 2.000e-03, eta: 9:18:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.4059, loss: 1.4059 2020-06-25 10:01:04,061 - mmaction - INFO - Epoch [25][2140/3757] lr: 2.000e-03, eta: 9:18:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.5475, loss: 1.5475 2020-06-25 10:01:10,053 - mmaction - INFO - Epoch [25][2160/3757] lr: 2.000e-03, eta: 9:18:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1391, loss: 1.1391 2020-06-25 10:01:16,066 - mmaction - INFO - Epoch [25][2180/3757] lr: 2.000e-03, eta: 9:17:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9554, loss: 0.9554 2020-06-25 10:01:22,059 - mmaction - INFO - Epoch [25][2200/3757] lr: 2.000e-03, eta: 9:17:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3398, loss: 1.3398 2020-06-25 10:01:28,058 - mmaction - INFO - Epoch [25][2220/3757] lr: 2.000e-03, eta: 9:17:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3472, loss: 1.3472 2020-06-25 10:01:34,039 - mmaction - INFO - Epoch [25][2240/3757] lr: 2.000e-03, eta: 9:17:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4577, loss: 1.4577 2020-06-25 10:01:40,028 - mmaction - INFO - Epoch [25][2260/3757] lr: 2.000e-03, eta: 9:17:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3860, loss: 1.3860 2020-06-25 10:01:46,024 - mmaction - INFO - Epoch [25][2280/3757] lr: 2.000e-03, eta: 9:17:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3815, loss: 1.3815 2020-06-25 10:01:52,009 - mmaction - INFO - Epoch [25][2300/3757] lr: 2.000e-03, eta: 9:17:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2185, loss: 1.2185 2020-06-25 10:01:57,989 - mmaction - INFO - Epoch [25][2320/3757] lr: 2.000e-03, eta: 9:17:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4960, loss: 1.4960 2020-06-25 10:02:03,998 - mmaction - INFO - Epoch [25][2340/3757] lr: 2.000e-03, eta: 9:16:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3189, loss: 1.3189 2020-06-25 10:02:09,965 - mmaction - INFO - Epoch [25][2360/3757] lr: 2.000e-03, eta: 9:16:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2721, loss: 1.2721 2020-06-25 10:02:15,953 - mmaction - INFO - Epoch [25][2380/3757] lr: 2.000e-03, eta: 9:16:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2707, loss: 1.2707 2020-06-25 10:02:21,961 - mmaction - INFO - Epoch [25][2400/3757] lr: 2.000e-03, eta: 9:16:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.5230, loss: 1.5230 2020-06-25 10:02:27,942 - mmaction - INFO - Epoch [25][2420/3757] lr: 2.000e-03, eta: 9:16:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2964, loss: 1.2964 2020-06-25 10:02:33,924 - mmaction - INFO - Epoch [25][2440/3757] lr: 2.000e-03, eta: 9:16:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.7491, loss: 1.7491 2020-06-25 10:02:39,923 - mmaction - INFO - Epoch [25][2460/3757] lr: 2.000e-03, eta: 9:16:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2345, loss: 1.2345 2020-06-25 10:02:45,926 - mmaction - INFO - Epoch [25][2480/3757] lr: 2.000e-03, eta: 9:15:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5385, loss: 1.5385 2020-06-25 10:02:51,884 - mmaction - INFO - Epoch [25][2500/3757] lr: 2.000e-03, eta: 9:15:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3789, loss: 1.3789 2020-06-25 10:02:57,894 - mmaction - INFO - Epoch [25][2520/3757] lr: 2.000e-03, eta: 9:15:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4422, loss: 1.4422 2020-06-25 10:03:03,899 - mmaction - INFO - Epoch [25][2540/3757] lr: 2.000e-03, eta: 9:15:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5098, loss: 1.5098 2020-06-25 10:03:09,890 - mmaction - INFO - Epoch [25][2560/3757] lr: 2.000e-03, eta: 9:15:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2698, loss: 1.2698 2020-06-25 10:03:15,863 - mmaction - INFO - Epoch [25][2580/3757] lr: 2.000e-03, eta: 9:15:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3629, loss: 1.3629 2020-06-25 10:03:21,818 - mmaction - INFO - Epoch [25][2600/3757] lr: 2.000e-03, eta: 9:15:10, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3882, loss: 1.3882 2020-06-25 10:03:27,859 - mmaction - INFO - Epoch [25][2620/3757] lr: 2.000e-03, eta: 9:15:02, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3987, loss: 1.3987 2020-06-25 10:03:33,882 - mmaction - INFO - Epoch [25][2640/3757] lr: 2.000e-03, eta: 9:14:54, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1131, loss: 1.1131 2020-06-25 10:03:39,869 - mmaction - INFO - Epoch [25][2660/3757] lr: 2.000e-03, eta: 9:14:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2419, loss: 1.2419 2020-06-25 10:03:45,883 - mmaction - INFO - Epoch [25][2680/3757] lr: 2.000e-03, eta: 9:14:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2454, loss: 1.2454 2020-06-25 10:03:51,869 - mmaction - INFO - Epoch [25][2700/3757] lr: 2.000e-03, eta: 9:14:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2450, loss: 1.2450 2020-06-25 10:03:57,824 - mmaction - INFO - Epoch [25][2720/3757] lr: 2.000e-03, eta: 9:14:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3790, loss: 1.3790 2020-06-25 10:04:03,819 - mmaction - INFO - Epoch [25][2740/3757] lr: 2.000e-03, eta: 9:14:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.5707, loss: 1.5707 2020-06-25 10:04:09,783 - mmaction - INFO - Epoch [25][2760/3757] lr: 2.000e-03, eta: 9:14:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1890, loss: 1.1890 2020-06-25 10:04:15,729 - mmaction - INFO - Epoch [25][2780/3757] lr: 2.000e-03, eta: 9:13:57, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4034, loss: 1.4034 2020-06-25 10:04:21,735 - mmaction - INFO - Epoch [25][2800/3757] lr: 2.000e-03, eta: 9:13:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5495, loss: 1.5495 2020-06-25 10:04:27,719 - mmaction - INFO - Epoch [25][2820/3757] lr: 2.000e-03, eta: 9:13:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3230, loss: 1.3230 2020-06-25 10:04:33,711 - mmaction - INFO - Epoch [25][2840/3757] lr: 2.000e-03, eta: 9:13:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4318, loss: 1.4318 2020-06-25 10:04:39,701 - mmaction - INFO - Epoch [25][2860/3757] lr: 2.000e-03, eta: 9:13:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0667, loss: 1.0667 2020-06-25 10:04:45,678 - mmaction - INFO - Epoch [25][2880/3757] lr: 2.000e-03, eta: 9:13:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3394, loss: 1.3394 2020-06-25 10:04:51,660 - mmaction - INFO - Epoch [25][2900/3757] lr: 2.000e-03, eta: 9:13:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4548, loss: 1.4548 2020-06-25 10:04:57,668 - mmaction - INFO - Epoch [25][2920/3757] lr: 2.000e-03, eta: 9:13:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4722, loss: 1.4722 2020-06-25 10:05:04,171 - mmaction - INFO - Epoch [25][2940/3757] lr: 2.000e-03, eta: 9:12:54, time: 0.325, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4125, loss: 1.4125 2020-06-25 10:05:10,216 - mmaction - INFO - Epoch [25][2960/3757] lr: 2.000e-03, eta: 9:12:46, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2995, loss: 1.2995 2020-06-25 10:05:16,237 - mmaction - INFO - Epoch [25][2980/3757] lr: 2.000e-03, eta: 9:12:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5250, top5_acc: 0.8438, loss_cls: 1.6323, loss: 1.6323 2020-06-25 10:05:22,233 - mmaction - INFO - Epoch [25][3000/3757] lr: 2.000e-03, eta: 9:12:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.3587, loss: 1.3587 2020-06-25 10:05:28,194 - mmaction - INFO - Epoch [25][3020/3757] lr: 2.000e-03, eta: 9:12:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2521, loss: 1.2521 2020-06-25 10:05:34,162 - mmaction - INFO - Epoch [25][3040/3757] lr: 2.000e-03, eta: 9:12:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5732, loss: 1.5732 2020-06-25 10:05:40,165 - mmaction - INFO - Epoch [25][3060/3757] lr: 2.000e-03, eta: 9:12:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1930, loss: 1.1930 2020-06-25 10:05:46,146 - mmaction - INFO - Epoch [25][3080/3757] lr: 2.000e-03, eta: 9:11:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2065, loss: 1.2065 2020-06-25 10:05:52,153 - mmaction - INFO - Epoch [25][3100/3757] lr: 2.000e-03, eta: 9:11:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3370, loss: 1.3370 2020-06-25 10:05:58,144 - mmaction - INFO - Epoch [25][3120/3757] lr: 2.000e-03, eta: 9:11:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3351, loss: 1.3351 2020-06-25 10:06:04,128 - mmaction - INFO - Epoch [25][3140/3757] lr: 2.000e-03, eta: 9:11:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2776, loss: 1.2776 2020-06-25 10:06:10,073 - mmaction - INFO - Epoch [25][3160/3757] lr: 2.000e-03, eta: 9:11:25, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3710, loss: 1.3710 2020-06-25 10:06:16,058 - mmaction - INFO - Epoch [25][3180/3757] lr: 2.000e-03, eta: 9:11:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3906, loss: 1.3906 2020-06-25 10:06:22,021 - mmaction - INFO - Epoch [25][3200/3757] lr: 2.000e-03, eta: 9:11:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2570, loss: 1.2570 2020-06-25 10:06:28,012 - mmaction - INFO - Epoch [25][3220/3757] lr: 2.000e-03, eta: 9:11:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5971, loss: 1.5971 2020-06-25 10:06:33,987 - mmaction - INFO - Epoch [25][3240/3757] lr: 2.000e-03, eta: 9:10:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4047, loss: 1.4047 2020-06-25 10:06:39,964 - mmaction - INFO - Epoch [25][3260/3757] lr: 2.000e-03, eta: 9:10:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4412, loss: 1.4412 2020-06-25 10:06:45,933 - mmaction - INFO - Epoch [25][3280/3757] lr: 2.000e-03, eta: 9:10:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3124, loss: 1.3124 2020-06-25 10:06:51,914 - mmaction - INFO - Epoch [25][3300/3757] lr: 2.000e-03, eta: 9:10:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1610, loss: 1.1610 2020-06-25 10:06:57,893 - mmaction - INFO - Epoch [25][3320/3757] lr: 2.000e-03, eta: 9:10:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3787, loss: 1.3787 2020-06-25 10:07:03,925 - mmaction - INFO - Epoch [25][3340/3757] lr: 2.000e-03, eta: 9:10:13, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1413, loss: 1.1413 2020-06-25 10:07:09,895 - mmaction - INFO - Epoch [25][3360/3757] lr: 2.000e-03, eta: 9:10:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3338, loss: 1.3338 2020-06-25 10:07:15,864 - mmaction - INFO - Epoch [25][3380/3757] lr: 2.000e-03, eta: 9:09:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4323, loss: 1.4323 2020-06-25 10:07:21,859 - mmaction - INFO - Epoch [25][3400/3757] lr: 2.000e-03, eta: 9:09:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2244, loss: 1.2244 2020-06-25 10:07:27,834 - mmaction - INFO - Epoch [25][3420/3757] lr: 2.000e-03, eta: 9:09:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3942, loss: 1.3942 2020-06-25 10:07:33,836 - mmaction - INFO - Epoch [25][3440/3757] lr: 2.000e-03, eta: 9:09:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2212, loss: 1.2212 2020-06-25 10:07:39,786 - mmaction - INFO - Epoch [25][3460/3757] lr: 2.000e-03, eta: 9:09:25, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2995, loss: 1.2995 2020-06-25 10:07:45,786 - mmaction - INFO - Epoch [25][3480/3757] lr: 2.000e-03, eta: 9:09:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1937, loss: 1.1937 2020-06-25 10:07:51,763 - mmaction - INFO - Epoch [25][3500/3757] lr: 2.000e-03, eta: 9:09:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3292, loss: 1.3292 2020-06-25 10:07:57,737 - mmaction - INFO - Epoch [25][3520/3757] lr: 2.000e-03, eta: 9:09:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3054, loss: 1.3054 2020-06-25 10:08:03,719 - mmaction - INFO - Epoch [25][3540/3757] lr: 2.000e-03, eta: 9:08:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.1770, loss: 1.1770 2020-06-25 10:08:09,715 - mmaction - INFO - Epoch [25][3560/3757] lr: 2.000e-03, eta: 9:08:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2143, loss: 1.2143 2020-06-25 10:08:15,688 - mmaction - INFO - Epoch [25][3580/3757] lr: 2.000e-03, eta: 9:08:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4987, loss: 1.4987 2020-06-25 10:08:21,685 - mmaction - INFO - Epoch [25][3600/3757] lr: 2.000e-03, eta: 9:08:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3344, loss: 1.3344 2020-06-25 10:08:27,687 - mmaction - INFO - Epoch [25][3620/3757] lr: 2.000e-03, eta: 9:08:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.9187, loss_cls: 1.3043, loss: 1.3043 2020-06-25 10:08:33,693 - mmaction - INFO - Epoch [25][3640/3757] lr: 2.000e-03, eta: 9:08:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1779, loss: 1.1779 2020-06-25 10:08:39,696 - mmaction - INFO - Epoch [25][3660/3757] lr: 2.000e-03, eta: 9:08:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1720, loss: 1.1720 2020-06-25 10:08:45,681 - mmaction - INFO - Epoch [25][3680/3757] lr: 2.000e-03, eta: 9:07:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3147, loss: 1.3147 2020-06-25 10:08:51,646 - mmaction - INFO - Epoch [25][3700/3757] lr: 2.000e-03, eta: 9:07:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4931, loss: 1.4931 2020-06-25 10:08:57,654 - mmaction - INFO - Epoch [25][3720/3757] lr: 2.000e-03, eta: 9:07:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5688, loss: 1.5688 2020-06-25 10:09:03,624 - mmaction - INFO - Epoch [25][3740/3757] lr: 2.000e-03, eta: 9:07:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1433, loss: 1.1433 2020-06-25 10:09:14,892 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-06-25 10:13:31,879 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 10:13:32,604 - mmaction - INFO - top1_acc 0.6702 top5_acc 0.8780 2020-06-25 10:13:32,605 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 10:13:32,656 - mmaction - INFO - mean_acc 0.6701 2020-06-25 10:13:32,664 - mmaction - INFO - Epoch [25][3757/3757] lr: 2.000e-03, top1_acc: 0.6702, top5_acc: 0.8780, mean_class_accuracy: 0.6701 2020-06-25 10:16:36,529 - mmaction - INFO - Epoch [26][20/3757] lr: 2.000e-03, eta: 9:10:11, time: 9.192, data_time: 8.781, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1408, loss: 1.1408 2020-06-25 10:16:42,568 - mmaction - INFO - Epoch [26][40/3757] lr: 2.000e-03, eta: 9:10:03, time: 0.302, data_time: 0.003, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2570, loss: 1.2570 2020-06-25 10:16:48,559 - mmaction - INFO - Epoch [26][60/3757] lr: 2.000e-03, eta: 9:09:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8000, loss_cls: 1.5960, loss: 1.5960 2020-06-25 10:16:54,535 - mmaction - INFO - Epoch [26][80/3757] lr: 2.000e-03, eta: 9:09:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5254, loss: 1.5254 2020-06-25 10:17:00,547 - mmaction - INFO - Epoch [26][100/3757] lr: 2.000e-03, eta: 9:09:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4160, loss: 1.4160 2020-06-25 10:17:06,539 - mmaction - INFO - Epoch [26][120/3757] lr: 2.000e-03, eta: 9:09:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.4863, loss: 1.4863 2020-06-25 10:17:12,523 - mmaction - INFO - Epoch [26][140/3757] lr: 2.000e-03, eta: 9:09:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8875, loss_cls: 1.3768, loss: 1.3768 2020-06-25 10:17:18,539 - mmaction - INFO - Epoch [26][160/3757] lr: 2.000e-03, eta: 9:09:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8438, loss_cls: 1.2066, loss: 1.2066 2020-06-25 10:17:24,519 - mmaction - INFO - Epoch [26][180/3757] lr: 2.000e-03, eta: 9:09:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4383, loss: 1.4383 2020-06-25 10:17:30,509 - mmaction - INFO - Epoch [26][200/3757] lr: 2.000e-03, eta: 9:08:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.3671, loss: 1.3671 2020-06-25 10:17:36,496 - mmaction - INFO - Epoch [26][220/3757] lr: 2.000e-03, eta: 9:08:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5096, loss: 1.5096 2020-06-25 10:17:42,471 - mmaction - INFO - Epoch [26][240/3757] lr: 2.000e-03, eta: 9:08:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4895, loss: 1.4895 2020-06-25 10:17:48,439 - mmaction - INFO - Epoch [26][260/3757] lr: 2.000e-03, eta: 9:08:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3589, loss: 1.3589 2020-06-25 10:17:54,416 - mmaction - INFO - Epoch [26][280/3757] lr: 2.000e-03, eta: 9:08:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3096, loss: 1.3096 2020-06-25 10:18:00,388 - mmaction - INFO - Epoch [26][300/3757] lr: 2.000e-03, eta: 9:08:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3639, loss: 1.3639 2020-06-25 10:18:06,396 - mmaction - INFO - Epoch [26][320/3757] lr: 2.000e-03, eta: 9:08:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.5177, loss: 1.5177 2020-06-25 10:18:12,372 - mmaction - INFO - Epoch [26][340/3757] lr: 2.000e-03, eta: 9:08:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.2992, loss: 1.2992 2020-06-25 10:18:18,371 - mmaction - INFO - Epoch [26][360/3757] lr: 2.000e-03, eta: 9:07:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3758, loss: 1.3758 2020-06-25 10:18:24,341 - mmaction - INFO - Epoch [26][380/3757] lr: 2.000e-03, eta: 9:07:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4059, loss: 1.4059 2020-06-25 10:18:30,311 - mmaction - INFO - Epoch [26][400/3757] lr: 2.000e-03, eta: 9:07:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5031, loss: 1.5031 2020-06-25 10:18:36,323 - mmaction - INFO - Epoch [26][420/3757] lr: 2.000e-03, eta: 9:07:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4582, loss: 1.4582 2020-06-25 10:18:42,302 - mmaction - INFO - Epoch [26][440/3757] lr: 2.000e-03, eta: 9:07:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2539, loss: 1.2539 2020-06-25 10:18:48,287 - mmaction - INFO - Epoch [26][460/3757] lr: 2.000e-03, eta: 9:07:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8812, loss_cls: 1.3437, loss: 1.3437 2020-06-25 10:18:54,264 - mmaction - INFO - Epoch [26][480/3757] lr: 2.000e-03, eta: 9:07:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1904, loss: 1.1904 2020-06-25 10:19:00,279 - mmaction - INFO - Epoch [26][500/3757] lr: 2.000e-03, eta: 9:06:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3391, loss: 1.3391 2020-06-25 10:19:06,260 - mmaction - INFO - Epoch [26][520/3757] lr: 2.000e-03, eta: 9:06:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4870, loss: 1.4870 2020-06-25 10:19:12,221 - mmaction - INFO - Epoch [26][540/3757] lr: 2.000e-03, eta: 9:06:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2078, loss: 1.2078 2020-06-25 10:19:18,192 - mmaction - INFO - Epoch [26][560/3757] lr: 2.000e-03, eta: 9:06:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4831, loss: 1.4831 2020-06-25 10:19:24,196 - mmaction - INFO - Epoch [26][580/3757] lr: 2.000e-03, eta: 9:06:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4373, loss: 1.4373 2020-06-25 10:19:30,164 - mmaction - INFO - Epoch [26][600/3757] lr: 2.000e-03, eta: 9:06:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3924, loss: 1.3924 2020-06-25 10:19:36,150 - mmaction - INFO - Epoch [26][620/3757] lr: 2.000e-03, eta: 9:06:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3042, loss: 1.3042 2020-06-25 10:19:42,140 - mmaction - INFO - Epoch [26][640/3757] lr: 2.000e-03, eta: 9:06:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3948, loss: 1.3948 2020-06-25 10:19:48,135 - mmaction - INFO - Epoch [26][660/3757] lr: 2.000e-03, eta: 9:05:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2889, loss: 1.2889 2020-06-25 10:19:54,102 - mmaction - INFO - Epoch [26][680/3757] lr: 2.000e-03, eta: 9:05:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4230, loss: 1.4230 2020-06-25 10:20:00,095 - mmaction - INFO - Epoch [26][700/3757] lr: 2.000e-03, eta: 9:05:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3289, loss: 1.3289 2020-06-25 10:20:06,380 - mmaction - INFO - Epoch [26][720/3757] lr: 2.000e-03, eta: 9:05:29, time: 0.314, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3236, loss: 1.3236 2020-06-25 10:20:12,353 - mmaction - INFO - Epoch [26][740/3757] lr: 2.000e-03, eta: 9:05:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2796, loss: 1.2796 2020-06-25 10:20:18,334 - mmaction - INFO - Epoch [26][760/3757] lr: 2.000e-03, eta: 9:05:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4044, loss: 1.4044 2020-06-25 10:20:24,340 - mmaction - INFO - Epoch [26][780/3757] lr: 2.000e-03, eta: 9:05:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.3871, loss: 1.3871 2020-06-25 10:20:30,330 - mmaction - INFO - Epoch [26][800/3757] lr: 2.000e-03, eta: 9:04:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3165, loss: 1.3165 2020-06-25 10:20:36,312 - mmaction - INFO - Epoch [26][820/3757] lr: 2.000e-03, eta: 9:04:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5498, loss: 1.5498 2020-06-25 10:20:42,291 - mmaction - INFO - Epoch [26][840/3757] lr: 2.000e-03, eta: 9:04:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.5015, loss: 1.5015 2020-06-25 10:20:48,274 - mmaction - INFO - Epoch [26][860/3757] lr: 2.000e-03, eta: 9:04:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2237, loss: 1.2237 2020-06-25 10:20:54,228 - mmaction - INFO - Epoch [26][880/3757] lr: 2.000e-03, eta: 9:04:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2417, loss: 1.2417 2020-06-25 10:21:00,211 - mmaction - INFO - Epoch [26][900/3757] lr: 2.000e-03, eta: 9:04:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2713, loss: 1.2713 2020-06-25 10:21:06,211 - mmaction - INFO - Epoch [26][920/3757] lr: 2.000e-03, eta: 9:04:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2504, loss: 1.2504 2020-06-25 10:21:12,191 - mmaction - INFO - Epoch [26][940/3757] lr: 2.000e-03, eta: 9:04:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4836, loss: 1.4836 2020-06-25 10:21:18,185 - mmaction - INFO - Epoch [26][960/3757] lr: 2.000e-03, eta: 9:03:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1392, loss: 1.1392 2020-06-25 10:21:24,176 - mmaction - INFO - Epoch [26][980/3757] lr: 2.000e-03, eta: 9:03:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4425, loss: 1.4425 2020-06-25 10:21:30,170 - mmaction - INFO - Epoch [26][1000/3757] lr: 2.000e-03, eta: 9:03:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1803, loss: 1.1803 2020-06-25 10:21:36,167 - mmaction - INFO - Epoch [26][1020/3757] lr: 2.000e-03, eta: 9:03:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2376, loss: 1.2376 2020-06-25 10:21:42,147 - mmaction - INFO - Epoch [26][1040/3757] lr: 2.000e-03, eta: 9:03:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3024, loss: 1.3024 2020-06-25 10:21:48,141 - mmaction - INFO - Epoch [26][1060/3757] lr: 2.000e-03, eta: 9:03:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4887, loss: 1.4887 2020-06-25 10:21:54,143 - mmaction - INFO - Epoch [26][1080/3757] lr: 2.000e-03, eta: 9:03:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2850, loss: 1.2850 2020-06-25 10:22:00,146 - mmaction - INFO - Epoch [26][1100/3757] lr: 2.000e-03, eta: 9:02:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3776, loss: 1.3776 2020-06-25 10:22:06,143 - mmaction - INFO - Epoch [26][1120/3757] lr: 2.000e-03, eta: 9:02:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4335, loss: 1.4335 2020-06-25 10:22:12,147 - mmaction - INFO - Epoch [26][1140/3757] lr: 2.000e-03, eta: 9:02:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1986, loss: 1.1986 2020-06-25 10:22:18,178 - mmaction - INFO - Epoch [26][1160/3757] lr: 2.000e-03, eta: 9:02:32, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3650, loss: 1.3650 2020-06-25 10:22:24,156 - mmaction - INFO - Epoch [26][1180/3757] lr: 2.000e-03, eta: 9:02:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.5269, loss: 1.5269 2020-06-25 10:22:30,166 - mmaction - INFO - Epoch [26][1200/3757] lr: 2.000e-03, eta: 9:02:16, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3116, loss: 1.3116 2020-06-25 10:22:36,139 - mmaction - INFO - Epoch [26][1220/3757] lr: 2.000e-03, eta: 9:02:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.2051, loss: 1.2051 2020-06-25 10:22:42,126 - mmaction - INFO - Epoch [26][1240/3757] lr: 2.000e-03, eta: 9:02:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2354, loss: 1.2354 2020-06-25 10:22:48,908 - mmaction - INFO - Epoch [26][1260/3757] lr: 2.000e-03, eta: 9:01:53, time: 0.339, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1692, loss: 1.1692 2020-06-25 10:22:54,875 - mmaction - INFO - Epoch [26][1280/3757] lr: 2.000e-03, eta: 9:01:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2581, loss: 1.2581 2020-06-25 10:23:00,867 - mmaction - INFO - Epoch [26][1300/3757] lr: 2.000e-03, eta: 9:01:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0613, loss: 1.0613 2020-06-25 10:23:06,860 - mmaction - INFO - Epoch [26][1320/3757] lr: 2.000e-03, eta: 9:01:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8313, loss_cls: 1.2550, loss: 1.2550 2020-06-25 10:23:12,863 - mmaction - INFO - Epoch [26][1340/3757] lr: 2.000e-03, eta: 9:01:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3716, loss: 1.3716 2020-06-25 10:23:18,857 - mmaction - INFO - Epoch [26][1360/3757] lr: 2.000e-03, eta: 9:01:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3761, loss: 1.3761 2020-06-25 10:23:24,848 - mmaction - INFO - Epoch [26][1380/3757] lr: 2.000e-03, eta: 9:01:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.5376, loss: 1.5376 2020-06-25 10:23:30,837 - mmaction - INFO - Epoch [26][1400/3757] lr: 2.000e-03, eta: 9:00:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1611, loss: 1.1611 2020-06-25 10:23:36,823 - mmaction - INFO - Epoch [26][1420/3757] lr: 2.000e-03, eta: 9:00:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3643, loss: 1.3643 2020-06-25 10:23:42,810 - mmaction - INFO - Epoch [26][1440/3757] lr: 2.000e-03, eta: 9:00:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8750, loss_cls: 1.5004, loss: 1.5004 2020-06-25 10:23:48,796 - mmaction - INFO - Epoch [26][1460/3757] lr: 2.000e-03, eta: 9:00:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4633, loss: 1.4633 2020-06-25 10:23:54,757 - mmaction - INFO - Epoch [26][1480/3757] lr: 2.000e-03, eta: 9:00:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5802, loss: 1.5802 2020-06-25 10:24:00,758 - mmaction - INFO - Epoch [26][1500/3757] lr: 2.000e-03, eta: 9:00:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2061, loss: 1.2061 2020-06-25 10:24:06,732 - mmaction - INFO - Epoch [26][1520/3757] lr: 2.000e-03, eta: 9:00:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4167, loss: 1.4167 2020-06-25 10:24:12,744 - mmaction - INFO - Epoch [26][1540/3757] lr: 2.000e-03, eta: 9:00:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2681, loss: 1.2681 2020-06-25 10:24:18,734 - mmaction - INFO - Epoch [26][1560/3757] lr: 2.000e-03, eta: 8:59:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5339, loss: 1.5339 2020-06-25 10:24:24,726 - mmaction - INFO - Epoch [26][1580/3757] lr: 2.000e-03, eta: 8:59:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1131, loss: 1.1131 2020-06-25 10:24:30,713 - mmaction - INFO - Epoch [26][1600/3757] lr: 2.000e-03, eta: 8:59:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.4759, loss: 1.4759 2020-06-25 10:24:36,710 - mmaction - INFO - Epoch [26][1620/3757] lr: 2.000e-03, eta: 8:59:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3853, loss: 1.3853 2020-06-25 10:24:42,695 - mmaction - INFO - Epoch [26][1640/3757] lr: 2.000e-03, eta: 8:59:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4435, loss: 1.4435 2020-06-25 10:24:48,667 - mmaction - INFO - Epoch [26][1660/3757] lr: 2.000e-03, eta: 8:59:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2451, loss: 1.2451 2020-06-25 10:24:54,638 - mmaction - INFO - Epoch [26][1680/3757] lr: 2.000e-03, eta: 8:59:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5437, loss: 1.5437 2020-06-25 10:25:00,641 - mmaction - INFO - Epoch [26][1700/3757] lr: 2.000e-03, eta: 8:58:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2101, loss: 1.2101 2020-06-25 10:25:06,848 - mmaction - INFO - Epoch [26][1720/3757] lr: 2.000e-03, eta: 8:58:49, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2478, loss: 1.2478 2020-06-25 10:25:12,831 - mmaction - INFO - Epoch [26][1740/3757] lr: 2.000e-03, eta: 8:58:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1716, loss: 1.1716 2020-06-25 10:25:18,793 - mmaction - INFO - Epoch [26][1760/3757] lr: 2.000e-03, eta: 8:58:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3644, loss: 1.3644 2020-06-25 10:25:24,806 - mmaction - INFO - Epoch [26][1780/3757] lr: 2.000e-03, eta: 8:58:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1481, loss: 1.1481 2020-06-25 10:25:30,769 - mmaction - INFO - Epoch [26][1800/3757] lr: 2.000e-03, eta: 8:58:17, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6076, loss: 1.6076 2020-06-25 10:25:36,770 - mmaction - INFO - Epoch [26][1820/3757] lr: 2.000e-03, eta: 8:58:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4415, loss: 1.4415 2020-06-25 10:25:42,764 - mmaction - INFO - Epoch [26][1840/3757] lr: 2.000e-03, eta: 8:58:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3365, loss: 1.3365 2020-06-25 10:25:48,771 - mmaction - INFO - Epoch [26][1860/3757] lr: 2.000e-03, eta: 8:57:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2056, loss: 1.2056 2020-06-25 10:25:54,763 - mmaction - INFO - Epoch [26][1880/3757] lr: 2.000e-03, eta: 8:57:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2567, loss: 1.2567 2020-06-25 10:26:00,752 - mmaction - INFO - Epoch [26][1900/3757] lr: 2.000e-03, eta: 8:57:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1946, loss: 1.1946 2020-06-25 10:26:06,723 - mmaction - INFO - Epoch [26][1920/3757] lr: 2.000e-03, eta: 8:57:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3788, loss: 1.3788 2020-06-25 10:26:12,710 - mmaction - INFO - Epoch [26][1940/3757] lr: 2.000e-03, eta: 8:57:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4315, loss: 1.4315 2020-06-25 10:26:18,716 - mmaction - INFO - Epoch [26][1960/3757] lr: 2.000e-03, eta: 8:57:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2611, loss: 1.2611 2020-06-25 10:26:24,694 - mmaction - INFO - Epoch [26][1980/3757] lr: 2.000e-03, eta: 8:57:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2495, loss: 1.2495 2020-06-25 10:26:30,673 - mmaction - INFO - Epoch [26][2000/3757] lr: 2.000e-03, eta: 8:56:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4778, loss: 1.4778 2020-06-25 10:26:36,662 - mmaction - INFO - Epoch [26][2020/3757] lr: 2.000e-03, eta: 8:56:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.0184, loss: 1.0184 2020-06-25 10:26:42,659 - mmaction - INFO - Epoch [26][2040/3757] lr: 2.000e-03, eta: 8:56:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2715, loss: 1.2715 2020-06-25 10:26:48,656 - mmaction - INFO - Epoch [26][2060/3757] lr: 2.000e-03, eta: 8:56:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3323, loss: 1.3323 2020-06-25 10:26:54,645 - mmaction - INFO - Epoch [26][2080/3757] lr: 2.000e-03, eta: 8:56:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.5305, loss: 1.5305 2020-06-25 10:27:00,629 - mmaction - INFO - Epoch [26][2100/3757] lr: 2.000e-03, eta: 8:56:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4547, loss: 1.4547 2020-06-25 10:27:06,618 - mmaction - INFO - Epoch [26][2120/3757] lr: 2.000e-03, eta: 8:56:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3769, loss: 1.3769 2020-06-25 10:27:12,613 - mmaction - INFO - Epoch [26][2140/3757] lr: 2.000e-03, eta: 8:56:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2703, loss: 1.2703 2020-06-25 10:27:18,587 - mmaction - INFO - Epoch [26][2160/3757] lr: 2.000e-03, eta: 8:55:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.1024, loss: 1.1024 2020-06-25 10:27:24,564 - mmaction - INFO - Epoch [26][2180/3757] lr: 2.000e-03, eta: 8:55:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3682, loss: 1.3682 2020-06-25 10:27:30,566 - mmaction - INFO - Epoch [26][2200/3757] lr: 2.000e-03, eta: 8:55:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3254, loss: 1.3254 2020-06-25 10:27:36,581 - mmaction - INFO - Epoch [26][2220/3757] lr: 2.000e-03, eta: 8:55:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3469, loss: 1.3469 2020-06-25 10:27:43,197 - mmaction - INFO - Epoch [26][2240/3757] lr: 2.000e-03, eta: 8:55:22, time: 0.331, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2502, loss: 1.2502 2020-06-25 10:27:49,178 - mmaction - INFO - Epoch [26][2260/3757] lr: 2.000e-03, eta: 8:55:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4746, loss: 1.4746 2020-06-25 10:27:55,141 - mmaction - INFO - Epoch [26][2280/3757] lr: 2.000e-03, eta: 8:55:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3923, loss: 1.3923 2020-06-25 10:28:01,110 - mmaction - INFO - Epoch [26][2300/3757] lr: 2.000e-03, eta: 8:54:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.4048, loss: 1.4048 2020-06-25 10:28:07,068 - mmaction - INFO - Epoch [26][2320/3757] lr: 2.000e-03, eta: 8:54:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4276, loss: 1.4276 2020-06-25 10:28:13,045 - mmaction - INFO - Epoch [26][2340/3757] lr: 2.000e-03, eta: 8:54:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5509, loss: 1.5509 2020-06-25 10:28:19,045 - mmaction - INFO - Epoch [26][2360/3757] lr: 2.000e-03, eta: 8:54:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.1409, loss: 1.1409 2020-06-25 10:28:25,005 - mmaction - INFO - Epoch [26][2380/3757] lr: 2.000e-03, eta: 8:54:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.3171, loss: 1.3171 2020-06-25 10:28:30,973 - mmaction - INFO - Epoch [26][2400/3757] lr: 2.000e-03, eta: 8:54:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.3268, loss: 1.3268 2020-06-25 10:28:36,938 - mmaction - INFO - Epoch [26][2420/3757] lr: 2.000e-03, eta: 8:54:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3337, loss: 1.3337 2020-06-25 10:28:42,904 - mmaction - INFO - Epoch [26][2440/3757] lr: 2.000e-03, eta: 8:54:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2380, loss: 1.2380 2020-06-25 10:28:48,884 - mmaction - INFO - Epoch [26][2460/3757] lr: 2.000e-03, eta: 8:53:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.4105, loss: 1.4105 2020-06-25 10:28:54,858 - mmaction - INFO - Epoch [26][2480/3757] lr: 2.000e-03, eta: 8:53:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2043, loss: 1.2043 2020-06-25 10:29:00,851 - mmaction - INFO - Epoch [26][2500/3757] lr: 2.000e-03, eta: 8:53:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.2733, loss: 1.2733 2020-06-25 10:29:06,833 - mmaction - INFO - Epoch [26][2520/3757] lr: 2.000e-03, eta: 8:53:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.4108, loss: 1.4108 2020-06-25 10:29:12,811 - mmaction - INFO - Epoch [26][2540/3757] lr: 2.000e-03, eta: 8:53:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4817, loss: 1.4817 2020-06-25 10:29:18,790 - mmaction - INFO - Epoch [26][2560/3757] lr: 2.000e-03, eta: 8:53:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3297, loss: 1.3297 2020-06-25 10:29:24,786 - mmaction - INFO - Epoch [26][2580/3757] lr: 2.000e-03, eta: 8:53:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2727, loss: 1.2727 2020-06-25 10:29:30,776 - mmaction - INFO - Epoch [26][2600/3757] lr: 2.000e-03, eta: 8:52:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4101, loss: 1.4101 2020-06-25 10:29:36,770 - mmaction - INFO - Epoch [26][2620/3757] lr: 2.000e-03, eta: 8:52:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8562, loss_cls: 1.4270, loss: 1.4270 2020-06-25 10:29:42,752 - mmaction - INFO - Epoch [26][2640/3757] lr: 2.000e-03, eta: 8:52:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4015, loss: 1.4015 2020-06-25 10:29:48,712 - mmaction - INFO - Epoch [26][2660/3757] lr: 2.000e-03, eta: 8:52:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2907, loss: 1.2907 2020-06-25 10:29:54,696 - mmaction - INFO - Epoch [26][2680/3757] lr: 2.000e-03, eta: 8:52:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1594, loss: 1.1594 2020-06-25 10:30:00,658 - mmaction - INFO - Epoch [26][2700/3757] lr: 2.000e-03, eta: 8:52:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.4191, loss: 1.4191 2020-06-25 10:30:06,894 - mmaction - INFO - Epoch [26][2720/3757] lr: 2.000e-03, eta: 8:52:11, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4582, loss: 1.4582 2020-06-25 10:30:12,878 - mmaction - INFO - Epoch [26][2740/3757] lr: 2.000e-03, eta: 8:52:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1638, loss: 1.1638 2020-06-25 10:30:18,833 - mmaction - INFO - Epoch [26][2760/3757] lr: 2.000e-03, eta: 8:51:55, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2936, loss: 1.2936 2020-06-25 10:30:24,815 - mmaction - INFO - Epoch [26][2780/3757] lr: 2.000e-03, eta: 8:51:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4232, loss: 1.4232 2020-06-25 10:30:30,826 - mmaction - INFO - Epoch [26][2800/3757] lr: 2.000e-03, eta: 8:51:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2899, loss: 1.2899 2020-06-25 10:30:36,812 - mmaction - INFO - Epoch [26][2820/3757] lr: 2.000e-03, eta: 8:51:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2360, loss: 1.2360 2020-06-25 10:30:42,829 - mmaction - INFO - Epoch [26][2840/3757] lr: 2.000e-03, eta: 8:51:23, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4257, loss: 1.4257 2020-06-25 10:30:48,878 - mmaction - INFO - Epoch [26][2860/3757] lr: 2.000e-03, eta: 8:51:15, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2558, loss: 1.2558 2020-06-25 10:30:54,833 - mmaction - INFO - Epoch [26][2880/3757] lr: 2.000e-03, eta: 8:51:07, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5650, loss: 1.5650 2020-06-25 10:31:00,811 - mmaction - INFO - Epoch [26][2900/3757] lr: 2.000e-03, eta: 8:50:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3081, loss: 1.3081 2020-06-25 10:31:06,780 - mmaction - INFO - Epoch [26][2920/3757] lr: 2.000e-03, eta: 8:50:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3681, loss: 1.3681 2020-06-25 10:31:12,742 - mmaction - INFO - Epoch [26][2940/3757] lr: 2.000e-03, eta: 8:50:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3251, loss: 1.3251 2020-06-25 10:31:18,720 - mmaction - INFO - Epoch [26][2960/3757] lr: 2.000e-03, eta: 8:50:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3733, loss: 1.3733 2020-06-25 10:31:24,697 - mmaction - INFO - Epoch [26][2980/3757] lr: 2.000e-03, eta: 8:50:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1552, loss: 1.1552 2020-06-25 10:31:30,676 - mmaction - INFO - Epoch [26][3000/3757] lr: 2.000e-03, eta: 8:50:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6025, loss: 1.6025 2020-06-25 10:31:36,676 - mmaction - INFO - Epoch [26][3020/3757] lr: 2.000e-03, eta: 8:50:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2576, loss: 1.2576 2020-06-25 10:31:42,653 - mmaction - INFO - Epoch [26][3040/3757] lr: 2.000e-03, eta: 8:50:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5071, loss: 1.5071 2020-06-25 10:31:48,641 - mmaction - INFO - Epoch [26][3060/3757] lr: 2.000e-03, eta: 8:49:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.3129, loss: 1.3129 2020-06-25 10:31:54,652 - mmaction - INFO - Epoch [26][3080/3757] lr: 2.000e-03, eta: 8:49:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9000, loss_cls: 1.2455, loss: 1.2455 2020-06-25 10:32:00,648 - mmaction - INFO - Epoch [26][3100/3757] lr: 2.000e-03, eta: 8:49:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2894, loss: 1.2894 2020-06-25 10:32:06,631 - mmaction - INFO - Epoch [26][3120/3757] lr: 2.000e-03, eta: 8:49:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2523, loss: 1.2523 2020-06-25 10:32:12,618 - mmaction - INFO - Epoch [26][3140/3757] lr: 2.000e-03, eta: 8:49:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3011, loss: 1.3011 2020-06-25 10:32:18,607 - mmaction - INFO - Epoch [26][3160/3757] lr: 2.000e-03, eta: 8:49:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.4008, loss: 1.4008 2020-06-25 10:32:24,610 - mmaction - INFO - Epoch [26][3180/3757] lr: 2.000e-03, eta: 8:49:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2708, loss: 1.2708 2020-06-25 10:32:30,594 - mmaction - INFO - Epoch [26][3200/3757] lr: 2.000e-03, eta: 8:49:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0675, loss: 1.0675 2020-06-25 10:32:36,579 - mmaction - INFO - Epoch [26][3220/3757] lr: 2.000e-03, eta: 8:48:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4033, loss: 1.4033 2020-06-25 10:32:42,578 - mmaction - INFO - Epoch [26][3240/3757] lr: 2.000e-03, eta: 8:48:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.5192, loss: 1.5192 2020-06-25 10:32:48,544 - mmaction - INFO - Epoch [26][3260/3757] lr: 2.000e-03, eta: 8:48:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4374, loss: 1.4374 2020-06-25 10:32:54,516 - mmaction - INFO - Epoch [26][3280/3757] lr: 2.000e-03, eta: 8:48:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5572, loss: 1.5572 2020-06-25 10:33:00,479 - mmaction - INFO - Epoch [26][3300/3757] lr: 2.000e-03, eta: 8:48:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0092, loss: 1.0092 2020-06-25 10:33:06,455 - mmaction - INFO - Epoch [26][3320/3757] lr: 2.000e-03, eta: 8:48:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5668, loss: 1.5668 2020-06-25 10:33:12,422 - mmaction - INFO - Epoch [26][3340/3757] lr: 2.000e-03, eta: 8:48:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.2746, loss: 1.2746 2020-06-25 10:33:18,408 - mmaction - INFO - Epoch [26][3360/3757] lr: 2.000e-03, eta: 8:47:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8750, loss_cls: 1.3513, loss: 1.3513 2020-06-25 10:33:24,408 - mmaction - INFO - Epoch [26][3380/3757] lr: 2.000e-03, eta: 8:47:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3399, loss: 1.3399 2020-06-25 10:33:30,389 - mmaction - INFO - Epoch [26][3400/3757] lr: 2.000e-03, eta: 8:47:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8063, loss_cls: 1.5968, loss: 1.5968 2020-06-25 10:33:36,379 - mmaction - INFO - Epoch [26][3420/3757] lr: 2.000e-03, eta: 8:47:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.5161, loss: 1.5161 2020-06-25 10:33:42,329 - mmaction - INFO - Epoch [26][3440/3757] lr: 2.000e-03, eta: 8:47:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3004, loss: 1.3004 2020-06-25 10:33:48,331 - mmaction - INFO - Epoch [26][3460/3757] lr: 2.000e-03, eta: 8:47:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3242, loss: 1.3242 2020-06-25 10:33:54,339 - mmaction - INFO - Epoch [26][3480/3757] lr: 2.000e-03, eta: 8:47:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.3857, loss: 1.3857 2020-06-25 10:34:00,314 - mmaction - INFO - Epoch [26][3500/3757] lr: 2.000e-03, eta: 8:47:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4238, loss: 1.4238 2020-06-25 10:34:06,306 - mmaction - INFO - Epoch [26][3520/3757] lr: 2.000e-03, eta: 8:46:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2564, loss: 1.2564 2020-06-25 10:34:12,294 - mmaction - INFO - Epoch [26][3540/3757] lr: 2.000e-03, eta: 8:46:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.2584, loss: 1.2584 2020-06-25 10:34:18,296 - mmaction - INFO - Epoch [26][3560/3757] lr: 2.000e-03, eta: 8:46:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.4158, loss: 1.4158 2020-06-25 10:34:24,273 - mmaction - INFO - Epoch [26][3580/3757] lr: 2.000e-03, eta: 8:46:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1700, loss: 1.1700 2020-06-25 10:34:30,268 - mmaction - INFO - Epoch [26][3600/3757] lr: 2.000e-03, eta: 8:46:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2049, loss: 1.2049 2020-06-25 10:34:36,241 - mmaction - INFO - Epoch [26][3620/3757] lr: 2.000e-03, eta: 8:46:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.3090, loss: 1.3090 2020-06-25 10:34:42,225 - mmaction - INFO - Epoch [26][3640/3757] lr: 2.000e-03, eta: 8:46:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4847, loss: 1.4847 2020-06-25 10:34:48,225 - mmaction - INFO - Epoch [26][3660/3757] lr: 2.000e-03, eta: 8:45:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3532, loss: 1.3532 2020-06-25 10:34:54,209 - mmaction - INFO - Epoch [26][3680/3757] lr: 2.000e-03, eta: 8:45:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4334, loss: 1.4334 2020-06-25 10:35:00,207 - mmaction - INFO - Epoch [26][3700/3757] lr: 2.000e-03, eta: 8:45:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.4747, loss: 1.4747 2020-06-25 10:35:06,204 - mmaction - INFO - Epoch [26][3720/3757] lr: 2.000e-03, eta: 8:45:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2048, loss: 1.2048 2020-06-25 10:35:12,209 - mmaction - INFO - Epoch [26][3740/3757] lr: 2.000e-03, eta: 8:45:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.6164, loss: 1.6164 2020-06-25 10:37:51,006 - mmaction - INFO - Epoch [27][20/3757] lr: 2.000e-03, eta: 8:47:17, time: 7.407, data_time: 7.002, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4711, loss: 1.4711 2020-06-25 10:37:57,078 - mmaction - INFO - Epoch [27][40/3757] lr: 2.000e-03, eta: 8:47:10, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9313, loss_cls: 1.1399, loss: 1.1399 2020-06-25 10:38:03,083 - mmaction - INFO - Epoch [27][60/3757] lr: 2.000e-03, eta: 8:47:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3180, loss: 1.3180 2020-06-25 10:38:09,064 - mmaction - INFO - Epoch [27][80/3757] lr: 2.000e-03, eta: 8:46:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9834, loss: 0.9834 2020-06-25 10:38:15,045 - mmaction - INFO - Epoch [27][100/3757] lr: 2.000e-03, eta: 8:46:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5148, loss: 1.5148 2020-06-25 10:38:21,069 - mmaction - INFO - Epoch [27][120/3757] lr: 2.000e-03, eta: 8:46:38, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3396, loss: 1.3396 2020-06-25 10:38:27,061 - mmaction - INFO - Epoch [27][140/3757] lr: 2.000e-03, eta: 8:46:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9313, loss_cls: 1.1134, loss: 1.1134 2020-06-25 10:38:33,045 - mmaction - INFO - Epoch [27][160/3757] lr: 2.000e-03, eta: 8:46:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.2448, loss: 1.2448 2020-06-25 10:38:39,018 - mmaction - INFO - Epoch [27][180/3757] lr: 2.000e-03, eta: 8:46:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4022, loss: 1.4022 2020-06-25 10:38:45,019 - mmaction - INFO - Epoch [27][200/3757] lr: 2.000e-03, eta: 8:46:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.6030, loss: 1.6030 2020-06-25 10:38:51,019 - mmaction - INFO - Epoch [27][220/3757] lr: 2.000e-03, eta: 8:45:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2413, loss: 1.2413 2020-06-25 10:38:57,009 - mmaction - INFO - Epoch [27][240/3757] lr: 2.000e-03, eta: 8:45:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2924, loss: 1.2924 2020-06-25 10:39:02,995 - mmaction - INFO - Epoch [27][260/3757] lr: 2.000e-03, eta: 8:45:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1469, loss: 1.1469 2020-06-25 10:39:09,017 - mmaction - INFO - Epoch [27][280/3757] lr: 2.000e-03, eta: 8:45:34, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2769, loss: 1.2769 2020-06-25 10:39:15,004 - mmaction - INFO - Epoch [27][300/3757] lr: 2.000e-03, eta: 8:45:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.4766, loss: 1.4766 2020-06-25 10:39:20,993 - mmaction - INFO - Epoch [27][320/3757] lr: 2.000e-03, eta: 8:45:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2966, loss: 1.2966 2020-06-25 10:39:26,931 - mmaction - INFO - Epoch [27][340/3757] lr: 2.000e-03, eta: 8:45:10, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1861, loss: 1.1861 2020-06-25 10:39:32,945 - mmaction - INFO - Epoch [27][360/3757] lr: 2.000e-03, eta: 8:45:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4506, loss: 1.4506 2020-06-25 10:39:38,934 - mmaction - INFO - Epoch [27][380/3757] lr: 2.000e-03, eta: 8:44:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3500, loss: 1.3500 2020-06-25 10:39:44,919 - mmaction - INFO - Epoch [27][400/3757] lr: 2.000e-03, eta: 8:44:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2275, loss: 1.2275 2020-06-25 10:39:50,873 - mmaction - INFO - Epoch [27][420/3757] lr: 2.000e-03, eta: 8:44:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.2536, loss: 1.2536 2020-06-25 10:39:56,868 - mmaction - INFO - Epoch [27][440/3757] lr: 2.000e-03, eta: 8:44:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4068, loss: 1.4068 2020-06-25 10:40:02,888 - mmaction - INFO - Epoch [27][460/3757] lr: 2.000e-03, eta: 8:44:22, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.4938, loss: 1.4938 2020-06-25 10:40:08,859 - mmaction - INFO - Epoch [27][480/3757] lr: 2.000e-03, eta: 8:44:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4067, loss: 1.4067 2020-06-25 10:40:14,850 - mmaction - INFO - Epoch [27][500/3757] lr: 2.000e-03, eta: 8:44:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3270, loss: 1.3270 2020-06-25 10:40:20,868 - mmaction - INFO - Epoch [27][520/3757] lr: 2.000e-03, eta: 8:43:59, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3706, loss: 1.3706 2020-06-25 10:40:26,835 - mmaction - INFO - Epoch [27][540/3757] lr: 2.000e-03, eta: 8:43:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3984, loss: 1.3984 2020-06-25 10:40:32,786 - mmaction - INFO - Epoch [27][560/3757] lr: 2.000e-03, eta: 8:43:43, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3398, loss: 1.3398 2020-06-25 10:40:38,791 - mmaction - INFO - Epoch [27][580/3757] lr: 2.000e-03, eta: 8:43:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.3841, loss: 1.3841 2020-06-25 10:40:44,771 - mmaction - INFO - Epoch [27][600/3757] lr: 2.000e-03, eta: 8:43:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1128, loss: 1.1128 2020-06-25 10:40:50,737 - mmaction - INFO - Epoch [27][620/3757] lr: 2.000e-03, eta: 8:43:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2589, loss: 1.2589 2020-06-25 10:40:56,713 - mmaction - INFO - Epoch [27][640/3757] lr: 2.000e-03, eta: 8:43:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3678, loss: 1.3678 2020-06-25 10:41:02,691 - mmaction - INFO - Epoch [27][660/3757] lr: 2.000e-03, eta: 8:43:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3218, loss: 1.3218 2020-06-25 10:41:08,648 - mmaction - INFO - Epoch [27][680/3757] lr: 2.000e-03, eta: 8:42:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3449, loss: 1.3449 2020-06-25 10:41:14,625 - mmaction - INFO - Epoch [27][700/3757] lr: 2.000e-03, eta: 8:42:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4253, loss: 1.4253 2020-06-25 10:41:20,588 - mmaction - INFO - Epoch [27][720/3757] lr: 2.000e-03, eta: 8:42:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.2100, loss: 1.2100 2020-06-25 10:41:26,567 - mmaction - INFO - Epoch [27][740/3757] lr: 2.000e-03, eta: 8:42:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.5996, loss: 1.5996 2020-06-25 10:41:32,532 - mmaction - INFO - Epoch [27][760/3757] lr: 2.000e-03, eta: 8:42:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2498, loss: 1.2498 2020-06-25 10:41:38,540 - mmaction - INFO - Epoch [27][780/3757] lr: 2.000e-03, eta: 8:42:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2747, loss: 1.2747 2020-06-25 10:41:44,516 - mmaction - INFO - Epoch [27][800/3757] lr: 2.000e-03, eta: 8:42:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4211, loss: 1.4211 2020-06-25 10:41:50,506 - mmaction - INFO - Epoch [27][820/3757] lr: 2.000e-03, eta: 8:41:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8125, loss_cls: 1.5165, loss: 1.5165 2020-06-25 10:41:56,530 - mmaction - INFO - Epoch [27][840/3757] lr: 2.000e-03, eta: 8:41:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1753, loss: 1.1753 2020-06-25 10:42:02,511 - mmaction - INFO - Epoch [27][860/3757] lr: 2.000e-03, eta: 8:41:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0242, loss: 1.0242 2020-06-25 10:42:08,528 - mmaction - INFO - Epoch [27][880/3757] lr: 2.000e-03, eta: 8:41:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0464, loss: 1.0464 2020-06-25 10:42:14,524 - mmaction - INFO - Epoch [27][900/3757] lr: 2.000e-03, eta: 8:41:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2963, loss: 1.2963 2020-06-25 10:42:20,533 - mmaction - INFO - Epoch [27][920/3757] lr: 2.000e-03, eta: 8:41:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.1594, loss: 1.1594 2020-06-25 10:42:26,487 - mmaction - INFO - Epoch [27][940/3757] lr: 2.000e-03, eta: 8:41:12, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1817, loss: 1.1817 2020-06-25 10:42:32,458 - mmaction - INFO - Epoch [27][960/3757] lr: 2.000e-03, eta: 8:41:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7202, loss: 1.7202 2020-06-25 10:42:38,406 - mmaction - INFO - Epoch [27][980/3757] lr: 2.000e-03, eta: 8:40:56, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3556, loss: 1.3556 2020-06-25 10:42:44,359 - mmaction - INFO - Epoch [27][1000/3757] lr: 2.000e-03, eta: 8:40:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4094, loss: 1.4094 2020-06-25 10:42:50,319 - mmaction - INFO - Epoch [27][1020/3757] lr: 2.000e-03, eta: 8:40:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2797, loss: 1.2797 2020-06-25 10:42:56,332 - mmaction - INFO - Epoch [27][1040/3757] lr: 2.000e-03, eta: 8:40:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.5515, loss: 1.5515 2020-06-25 10:43:02,315 - mmaction - INFO - Epoch [27][1060/3757] lr: 2.000e-03, eta: 8:40:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.4661, loss: 1.4661 2020-06-25 10:43:08,276 - mmaction - INFO - Epoch [27][1080/3757] lr: 2.000e-03, eta: 8:40:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3384, loss: 1.3384 2020-06-25 10:43:14,281 - mmaction - INFO - Epoch [27][1100/3757] lr: 2.000e-03, eta: 8:40:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3575, loss: 1.3575 2020-06-25 10:43:20,268 - mmaction - INFO - Epoch [27][1120/3757] lr: 2.000e-03, eta: 8:40:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5519, loss: 1.5519 2020-06-25 10:43:26,244 - mmaction - INFO - Epoch [27][1140/3757] lr: 2.000e-03, eta: 8:39:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5522, loss: 1.5522 2020-06-25 10:43:32,265 - mmaction - INFO - Epoch [27][1160/3757] lr: 2.000e-03, eta: 8:39:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2999, loss: 1.2999 2020-06-25 10:43:38,219 - mmaction - INFO - Epoch [27][1180/3757] lr: 2.000e-03, eta: 8:39:36, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.4801, loss: 1.4801 2020-06-25 10:43:44,193 - mmaction - INFO - Epoch [27][1200/3757] lr: 2.000e-03, eta: 8:39:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4847, loss: 1.4847 2020-06-25 10:43:50,179 - mmaction - INFO - Epoch [27][1220/3757] lr: 2.000e-03, eta: 8:39:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5580, loss: 1.5580 2020-06-25 10:43:56,154 - mmaction - INFO - Epoch [27][1240/3757] lr: 2.000e-03, eta: 8:39:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.2912, loss: 1.2912 2020-06-25 10:44:02,754 - mmaction - INFO - Epoch [27][1260/3757] lr: 2.000e-03, eta: 8:39:05, time: 0.330, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1002, loss: 1.1002 2020-06-25 10:44:08,733 - mmaction - INFO - Epoch [27][1280/3757] lr: 2.000e-03, eta: 8:38:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3731, loss: 1.3731 2020-06-25 10:44:14,740 - mmaction - INFO - Epoch [27][1300/3757] lr: 2.000e-03, eta: 8:38:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.3132, loss: 1.3132 2020-06-25 10:44:20,727 - mmaction - INFO - Epoch [27][1320/3757] lr: 2.000e-03, eta: 8:38:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.2823, loss: 1.2823 2020-06-25 10:44:26,707 - mmaction - INFO - Epoch [27][1340/3757] lr: 2.000e-03, eta: 8:38:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5984, loss: 1.5984 2020-06-25 10:44:32,692 - mmaction - INFO - Epoch [27][1360/3757] lr: 2.000e-03, eta: 8:38:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2067, loss: 1.2067 2020-06-25 10:44:38,698 - mmaction - INFO - Epoch [27][1380/3757] lr: 2.000e-03, eta: 8:38:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.4106, loss: 1.4106 2020-06-25 10:44:44,678 - mmaction - INFO - Epoch [27][1400/3757] lr: 2.000e-03, eta: 8:38:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2668, loss: 1.2668 2020-06-25 10:44:50,675 - mmaction - INFO - Epoch [27][1420/3757] lr: 2.000e-03, eta: 8:38:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2780, loss: 1.2780 2020-06-25 10:44:56,631 - mmaction - INFO - Epoch [27][1440/3757] lr: 2.000e-03, eta: 8:37:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5129, loss: 1.5129 2020-06-25 10:45:02,864 - mmaction - INFO - Epoch [27][1460/3757] lr: 2.000e-03, eta: 8:37:46, time: 0.312, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.6121, loss: 1.6121 2020-06-25 10:45:08,875 - mmaction - INFO - Epoch [27][1480/3757] lr: 2.000e-03, eta: 8:37:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4764, loss: 1.4764 2020-06-25 10:45:14,836 - mmaction - INFO - Epoch [27][1500/3757] lr: 2.000e-03, eta: 8:37:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5091, loss: 1.5091 2020-06-25 10:45:20,820 - mmaction - INFO - Epoch [27][1520/3757] lr: 2.000e-03, eta: 8:37:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2508, loss: 1.2508 2020-06-25 10:45:26,807 - mmaction - INFO - Epoch [27][1540/3757] lr: 2.000e-03, eta: 8:37:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.2551, loss: 1.2551 2020-06-25 10:45:32,777 - mmaction - INFO - Epoch [27][1560/3757] lr: 2.000e-03, eta: 8:37:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5001, loss: 1.5001 2020-06-25 10:45:38,761 - mmaction - INFO - Epoch [27][1580/3757] lr: 2.000e-03, eta: 8:36:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5165, loss: 1.5165 2020-06-25 10:45:44,752 - mmaction - INFO - Epoch [27][1600/3757] lr: 2.000e-03, eta: 8:36:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1960, loss: 1.1960 2020-06-25 10:45:50,736 - mmaction - INFO - Epoch [27][1620/3757] lr: 2.000e-03, eta: 8:36:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1133, loss: 1.1133 2020-06-25 10:45:56,723 - mmaction - INFO - Epoch [27][1640/3757] lr: 2.000e-03, eta: 8:36:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3764, loss: 1.3764 2020-06-25 10:46:02,720 - mmaction - INFO - Epoch [27][1660/3757] lr: 2.000e-03, eta: 8:36:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2743, loss: 1.2743 2020-06-25 10:46:08,754 - mmaction - INFO - Epoch [27][1680/3757] lr: 2.000e-03, eta: 8:36:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4814, loss: 1.4814 2020-06-25 10:46:14,739 - mmaction - INFO - Epoch [27][1700/3757] lr: 2.000e-03, eta: 8:36:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3850, loss: 1.3850 2020-06-25 10:46:20,724 - mmaction - INFO - Epoch [27][1720/3757] lr: 2.000e-03, eta: 8:36:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2198, loss: 1.2198 2020-06-25 10:46:26,726 - mmaction - INFO - Epoch [27][1740/3757] lr: 2.000e-03, eta: 8:35:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5792, loss: 1.5792 2020-06-25 10:46:32,740 - mmaction - INFO - Epoch [27][1760/3757] lr: 2.000e-03, eta: 8:35:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3314, loss: 1.3314 2020-06-25 10:46:38,718 - mmaction - INFO - Epoch [27][1780/3757] lr: 2.000e-03, eta: 8:35:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2717, loss: 1.2717 2020-06-25 10:46:44,711 - mmaction - INFO - Epoch [27][1800/3757] lr: 2.000e-03, eta: 8:35:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3131, loss: 1.3131 2020-06-25 10:46:50,697 - mmaction - INFO - Epoch [27][1820/3757] lr: 2.000e-03, eta: 8:35:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5209, loss: 1.5209 2020-06-25 10:46:56,671 - mmaction - INFO - Epoch [27][1840/3757] lr: 2.000e-03, eta: 8:35:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9428, loss: 0.9428 2020-06-25 10:47:02,648 - mmaction - INFO - Epoch [27][1860/3757] lr: 2.000e-03, eta: 8:35:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3824, loss: 1.3824 2020-06-25 10:47:08,621 - mmaction - INFO - Epoch [27][1880/3757] lr: 2.000e-03, eta: 8:35:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.5839, loss: 1.5839 2020-06-25 10:47:14,623 - mmaction - INFO - Epoch [27][1900/3757] lr: 2.000e-03, eta: 8:34:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3362, loss: 1.3362 2020-06-25 10:47:20,625 - mmaction - INFO - Epoch [27][1920/3757] lr: 2.000e-03, eta: 8:34:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1047, loss: 1.1047 2020-06-25 10:47:26,578 - mmaction - INFO - Epoch [27][1940/3757] lr: 2.000e-03, eta: 8:34:37, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5512, loss: 1.5512 2020-06-25 10:47:32,578 - mmaction - INFO - Epoch [27][1960/3757] lr: 2.000e-03, eta: 8:34:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2750, loss: 1.2750 2020-06-25 10:47:38,539 - mmaction - INFO - Epoch [27][1980/3757] lr: 2.000e-03, eta: 8:34:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2236, loss: 1.2236 2020-06-25 10:47:44,525 - mmaction - INFO - Epoch [27][2000/3757] lr: 2.000e-03, eta: 8:34:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4001, loss: 1.4001 2020-06-25 10:47:50,485 - mmaction - INFO - Epoch [27][2020/3757] lr: 2.000e-03, eta: 8:34:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.1945, loss: 1.1945 2020-06-25 10:47:56,477 - mmaction - INFO - Epoch [27][2040/3757] lr: 2.000e-03, eta: 8:33:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.5326, loss: 1.5326 2020-06-25 10:48:02,436 - mmaction - INFO - Epoch [27][2060/3757] lr: 2.000e-03, eta: 8:33:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5273, loss: 1.5273 2020-06-25 10:48:08,397 - mmaction - INFO - Epoch [27][2080/3757] lr: 2.000e-03, eta: 8:33:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4230, loss: 1.4230 2020-06-25 10:48:14,380 - mmaction - INFO - Epoch [27][2100/3757] lr: 2.000e-03, eta: 8:33:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.3601, loss: 1.3601 2020-06-25 10:48:20,377 - mmaction - INFO - Epoch [27][2120/3757] lr: 2.000e-03, eta: 8:33:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5800, loss: 1.5800 2020-06-25 10:48:26,357 - mmaction - INFO - Epoch [27][2140/3757] lr: 2.000e-03, eta: 8:33:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3325, loss: 1.3325 2020-06-25 10:48:32,323 - mmaction - INFO - Epoch [27][2160/3757] lr: 2.000e-03, eta: 8:33:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.3509, loss: 1.3509 2020-06-25 10:48:38,297 - mmaction - INFO - Epoch [27][2180/3757] lr: 2.000e-03, eta: 8:33:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0989, loss: 1.0989 2020-06-25 10:48:44,321 - mmaction - INFO - Epoch [27][2200/3757] lr: 2.000e-03, eta: 8:32:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7812, loss_cls: 1.7058, loss: 1.7058 2020-06-25 10:48:50,309 - mmaction - INFO - Epoch [27][2220/3757] lr: 2.000e-03, eta: 8:32:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5462, loss: 1.5462 2020-06-25 10:48:56,283 - mmaction - INFO - Epoch [27][2240/3757] lr: 2.000e-03, eta: 8:32:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5688, loss: 1.5688 2020-06-25 10:49:02,280 - mmaction - INFO - Epoch [27][2260/3757] lr: 2.000e-03, eta: 8:32:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3188, loss: 1.3188 2020-06-25 10:49:08,282 - mmaction - INFO - Epoch [27][2280/3757] lr: 2.000e-03, eta: 8:32:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3818, loss: 1.3818 2020-06-25 10:49:14,268 - mmaction - INFO - Epoch [27][2300/3757] lr: 2.000e-03, eta: 8:32:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.2953, loss: 1.2953 2020-06-25 10:49:20,256 - mmaction - INFO - Epoch [27][2320/3757] lr: 2.000e-03, eta: 8:32:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2507, loss: 1.2507 2020-06-25 10:49:26,250 - mmaction - INFO - Epoch [27][2340/3757] lr: 2.000e-03, eta: 8:31:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1849, loss: 1.1849 2020-06-25 10:49:32,225 - mmaction - INFO - Epoch [27][2360/3757] lr: 2.000e-03, eta: 8:31:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3469, loss: 1.3469 2020-06-25 10:49:38,219 - mmaction - INFO - Epoch [27][2380/3757] lr: 2.000e-03, eta: 8:31:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5757, loss: 1.5757 2020-06-25 10:49:44,211 - mmaction - INFO - Epoch [27][2400/3757] lr: 2.000e-03, eta: 8:31:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3249, loss: 1.3249 2020-06-25 10:49:50,206 - mmaction - INFO - Epoch [27][2420/3757] lr: 2.000e-03, eta: 8:31:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4152, loss: 1.4152 2020-06-25 10:49:56,175 - mmaction - INFO - Epoch [27][2440/3757] lr: 2.000e-03, eta: 8:31:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3149, loss: 1.3149 2020-06-25 10:50:02,152 - mmaction - INFO - Epoch [27][2460/3757] lr: 2.000e-03, eta: 8:31:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3121, loss: 1.3121 2020-06-25 10:50:08,115 - mmaction - INFO - Epoch [27][2480/3757] lr: 2.000e-03, eta: 8:31:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2472, loss: 1.2472 2020-06-25 10:50:14,089 - mmaction - INFO - Epoch [27][2500/3757] lr: 2.000e-03, eta: 8:30:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4010, loss: 1.4010 2020-06-25 10:50:20,092 - mmaction - INFO - Epoch [27][2520/3757] lr: 2.000e-03, eta: 8:30:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2127, loss: 1.2127 2020-06-25 10:50:26,065 - mmaction - INFO - Epoch [27][2540/3757] lr: 2.000e-03, eta: 8:30:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2557, loss: 1.2557 2020-06-25 10:50:32,048 - mmaction - INFO - Epoch [27][2560/3757] lr: 2.000e-03, eta: 8:30:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3395, loss: 1.3395 2020-06-25 10:50:38,034 - mmaction - INFO - Epoch [27][2580/3757] lr: 2.000e-03, eta: 8:30:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3024, loss: 1.3024 2020-06-25 10:50:44,043 - mmaction - INFO - Epoch [27][2600/3757] lr: 2.000e-03, eta: 8:30:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1044, loss: 1.1044 2020-06-25 10:50:50,004 - mmaction - INFO - Epoch [27][2620/3757] lr: 2.000e-03, eta: 8:30:08, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4197, loss: 1.4197 2020-06-25 10:50:55,987 - mmaction - INFO - Epoch [27][2640/3757] lr: 2.000e-03, eta: 8:30:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2579, loss: 1.2579 2020-06-25 10:51:01,974 - mmaction - INFO - Epoch [27][2660/3757] lr: 2.000e-03, eta: 8:29:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4371, loss: 1.4371 2020-06-25 10:51:07,952 - mmaction - INFO - Epoch [27][2680/3757] lr: 2.000e-03, eta: 8:29:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.5141, loss: 1.5141 2020-06-25 10:51:13,928 - mmaction - INFO - Epoch [27][2700/3757] lr: 2.000e-03, eta: 8:29:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5063, loss: 1.5063 2020-06-25 10:51:19,922 - mmaction - INFO - Epoch [27][2720/3757] lr: 2.000e-03, eta: 8:29:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3166, loss: 1.3166 2020-06-25 10:51:25,900 - mmaction - INFO - Epoch [27][2740/3757] lr: 2.000e-03, eta: 8:29:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5154, loss: 1.5154 2020-06-25 10:51:31,907 - mmaction - INFO - Epoch [27][2760/3757] lr: 2.000e-03, eta: 8:29:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2634, loss: 1.2634 2020-06-25 10:51:37,909 - mmaction - INFO - Epoch [27][2780/3757] lr: 2.000e-03, eta: 8:29:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.5440, loss: 1.5440 2020-06-25 10:51:43,905 - mmaction - INFO - Epoch [27][2800/3757] lr: 2.000e-03, eta: 8:28:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.4057, loss: 1.4057 2020-06-25 10:51:49,863 - mmaction - INFO - Epoch [27][2820/3757] lr: 2.000e-03, eta: 8:28:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.2765, loss: 1.2765 2020-06-25 10:51:55,848 - mmaction - INFO - Epoch [27][2840/3757] lr: 2.000e-03, eta: 8:28:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2731, loss: 1.2731 2020-06-25 10:52:01,818 - mmaction - INFO - Epoch [27][2860/3757] lr: 2.000e-03, eta: 8:28:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3945, loss: 1.3945 2020-06-25 10:52:07,800 - mmaction - INFO - Epoch [27][2880/3757] lr: 2.000e-03, eta: 8:28:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4411, loss: 1.4411 2020-06-25 10:52:13,791 - mmaction - INFO - Epoch [27][2900/3757] lr: 2.000e-03, eta: 8:28:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3591, loss: 1.3591 2020-06-25 10:52:19,783 - mmaction - INFO - Epoch [27][2920/3757] lr: 2.000e-03, eta: 8:28:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 0.9079, loss: 0.9079 2020-06-25 10:52:25,754 - mmaction - INFO - Epoch [27][2940/3757] lr: 2.000e-03, eta: 8:28:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4073, loss: 1.4073 2020-06-25 10:52:31,773 - mmaction - INFO - Epoch [27][2960/3757] lr: 2.000e-03, eta: 8:27:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2413, loss: 1.2413 2020-06-25 10:52:37,757 - mmaction - INFO - Epoch [27][2980/3757] lr: 2.000e-03, eta: 8:27:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0892, loss: 1.0892 2020-06-25 10:52:43,729 - mmaction - INFO - Epoch [27][3000/3757] lr: 2.000e-03, eta: 8:27:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3351, loss: 1.3351 2020-06-25 10:52:49,714 - mmaction - INFO - Epoch [27][3020/3757] lr: 2.000e-03, eta: 8:27:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4778, loss: 1.4778 2020-06-25 10:52:55,697 - mmaction - INFO - Epoch [27][3040/3757] lr: 2.000e-03, eta: 8:27:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5010, loss: 1.5010 2020-06-25 10:53:01,664 - mmaction - INFO - Epoch [27][3060/3757] lr: 2.000e-03, eta: 8:27:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4000, loss: 1.4000 2020-06-25 10:53:07,654 - mmaction - INFO - Epoch [27][3080/3757] lr: 2.000e-03, eta: 8:27:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4581, loss: 1.4581 2020-06-25 10:53:13,642 - mmaction - INFO - Epoch [27][3100/3757] lr: 2.000e-03, eta: 8:27:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.5009, loss: 1.5009 2020-06-25 10:53:19,617 - mmaction - INFO - Epoch [27][3120/3757] lr: 2.000e-03, eta: 8:26:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3353, loss: 1.3353 2020-06-25 10:53:25,606 - mmaction - INFO - Epoch [27][3140/3757] lr: 2.000e-03, eta: 8:26:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.4030, loss: 1.4030 2020-06-25 10:53:31,575 - mmaction - INFO - Epoch [27][3160/3757] lr: 2.000e-03, eta: 8:26:36, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.4702, loss: 1.4702 2020-06-25 10:53:37,561 - mmaction - INFO - Epoch [27][3180/3757] lr: 2.000e-03, eta: 8:26:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2548, loss: 1.2548 2020-06-25 10:53:43,536 - mmaction - INFO - Epoch [27][3200/3757] lr: 2.000e-03, eta: 8:26:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2567, loss: 1.2567 2020-06-25 10:53:49,539 - mmaction - INFO - Epoch [27][3220/3757] lr: 2.000e-03, eta: 8:26:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5819, loss: 1.5819 2020-06-25 10:53:55,517 - mmaction - INFO - Epoch [27][3240/3757] lr: 2.000e-03, eta: 8:26:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3762, loss: 1.3762 2020-06-25 10:54:01,478 - mmaction - INFO - Epoch [27][3260/3757] lr: 2.000e-03, eta: 8:25:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.2152, loss: 1.2152 2020-06-25 10:54:07,453 - mmaction - INFO - Epoch [27][3280/3757] lr: 2.000e-03, eta: 8:25:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1703, loss: 1.1703 2020-06-25 10:54:13,462 - mmaction - INFO - Epoch [27][3300/3757] lr: 2.000e-03, eta: 8:25:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.3995, loss: 1.3995 2020-06-25 10:54:19,437 - mmaction - INFO - Epoch [27][3320/3757] lr: 2.000e-03, eta: 8:25:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3192, loss: 1.3192 2020-06-25 10:54:25,435 - mmaction - INFO - Epoch [27][3340/3757] lr: 2.000e-03, eta: 8:25:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3408, loss: 1.3408 2020-06-25 10:54:31,400 - mmaction - INFO - Epoch [27][3360/3757] lr: 2.000e-03, eta: 8:25:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3672, loss: 1.3672 2020-06-25 10:54:37,392 - mmaction - INFO - Epoch [27][3380/3757] lr: 2.000e-03, eta: 8:25:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1648, loss: 1.1648 2020-06-25 10:54:43,352 - mmaction - INFO - Epoch [27][3400/3757] lr: 2.000e-03, eta: 8:25:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2124, loss: 1.2124 2020-06-25 10:54:49,339 - mmaction - INFO - Epoch [27][3420/3757] lr: 2.000e-03, eta: 8:24:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.4585, loss: 1.4585 2020-06-25 10:54:55,342 - mmaction - INFO - Epoch [27][3440/3757] lr: 2.000e-03, eta: 8:24:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4038, loss: 1.4038 2020-06-25 10:55:01,317 - mmaction - INFO - Epoch [27][3460/3757] lr: 2.000e-03, eta: 8:24:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3823, loss: 1.3823 2020-06-25 10:55:07,299 - mmaction - INFO - Epoch [27][3480/3757] lr: 2.000e-03, eta: 8:24:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5796, loss: 1.5796 2020-06-25 10:55:13,255 - mmaction - INFO - Epoch [27][3500/3757] lr: 2.000e-03, eta: 8:24:23, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4198, loss: 1.4198 2020-06-25 10:55:19,216 - mmaction - INFO - Epoch [27][3520/3757] lr: 2.000e-03, eta: 8:24:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2443, loss: 1.2443 2020-06-25 10:55:25,210 - mmaction - INFO - Epoch [27][3540/3757] lr: 2.000e-03, eta: 8:24:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1150, loss: 1.1150 2020-06-25 10:55:31,197 - mmaction - INFO - Epoch [27][3560/3757] lr: 2.000e-03, eta: 8:23:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4543, loss: 1.4543 2020-06-25 10:55:37,181 - mmaction - INFO - Epoch [27][3580/3757] lr: 2.000e-03, eta: 8:23:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3515, loss: 1.3515 2020-06-25 10:55:43,162 - mmaction - INFO - Epoch [27][3600/3757] lr: 2.000e-03, eta: 8:23:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4635, loss: 1.4635 2020-06-25 10:55:49,128 - mmaction - INFO - Epoch [27][3620/3757] lr: 2.000e-03, eta: 8:23:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3898, loss: 1.3898 2020-06-25 10:55:55,119 - mmaction - INFO - Epoch [27][3640/3757] lr: 2.000e-03, eta: 8:23:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4849, loss: 1.4849 2020-06-25 10:56:01,122 - mmaction - INFO - Epoch [27][3660/3757] lr: 2.000e-03, eta: 8:23:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4503, loss: 1.4503 2020-06-25 10:56:07,120 - mmaction - INFO - Epoch [27][3680/3757] lr: 2.000e-03, eta: 8:23:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3459, loss: 1.3459 2020-06-25 10:56:13,095 - mmaction - INFO - Epoch [27][3700/3757] lr: 2.000e-03, eta: 8:23:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.5191, loss: 1.5191 2020-06-25 10:56:19,069 - mmaction - INFO - Epoch [27][3720/3757] lr: 2.000e-03, eta: 8:22:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2382, loss: 1.2382 2020-06-25 10:56:25,046 - mmaction - INFO - Epoch [27][3740/3757] lr: 2.000e-03, eta: 8:22:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3230, loss: 1.3230 2020-06-25 10:59:38,786 - mmaction - INFO - Epoch [28][20/3757] lr: 2.000e-03, eta: 8:25:00, time: 9.134, data_time: 8.722, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4401, loss: 1.4401 2020-06-25 10:59:44,856 - mmaction - INFO - Epoch [28][40/3757] lr: 2.000e-03, eta: 8:24:52, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3351, loss: 1.3351 2020-06-25 10:59:50,805 - mmaction - INFO - Epoch [28][60/3757] lr: 2.000e-03, eta: 8:24:45, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3156, loss: 1.3156 2020-06-25 10:59:56,820 - mmaction - INFO - Epoch [28][80/3757] lr: 2.000e-03, eta: 8:24:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5006, loss: 1.5006 2020-06-25 11:00:05,742 - mmaction - INFO - Epoch [28][100/3757] lr: 2.000e-03, eta: 8:24:31, time: 0.443, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2354, loss: 1.2354 2020-06-25 11:00:11,801 - mmaction - INFO - Epoch [28][120/3757] lr: 2.000e-03, eta: 8:24:23, time: 0.307, data_time: 0.005, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3093, loss: 1.3093 2020-06-25 11:00:17,768 - mmaction - INFO - Epoch [28][140/3757] lr: 2.000e-03, eta: 8:24:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1701, loss: 1.1701 2020-06-25 11:00:23,742 - mmaction - INFO - Epoch [28][160/3757] lr: 2.000e-03, eta: 8:24:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.6732, loss: 1.6732 2020-06-25 11:00:29,721 - mmaction - INFO - Epoch [28][180/3757] lr: 2.000e-03, eta: 8:24:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.2375, loss: 1.2375 2020-06-25 11:00:35,709 - mmaction - INFO - Epoch [28][200/3757] lr: 2.000e-03, eta: 8:23:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3596, loss: 1.3596 2020-06-25 11:00:41,675 - mmaction - INFO - Epoch [28][220/3757] lr: 2.000e-03, eta: 8:23:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5792, loss: 1.5792 2020-06-25 11:00:47,671 - mmaction - INFO - Epoch [28][240/3757] lr: 2.000e-03, eta: 8:23:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3996, loss: 1.3996 2020-06-25 11:00:53,643 - mmaction - INFO - Epoch [28][260/3757] lr: 2.000e-03, eta: 8:23:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4139, loss: 1.4139 2020-06-25 11:00:59,636 - mmaction - INFO - Epoch [28][280/3757] lr: 2.000e-03, eta: 8:23:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5450, loss: 1.5450 2020-06-25 11:01:05,618 - mmaction - INFO - Epoch [28][300/3757] lr: 2.000e-03, eta: 8:23:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2520, loss: 1.2520 2020-06-25 11:01:11,626 - mmaction - INFO - Epoch [28][320/3757] lr: 2.000e-03, eta: 8:23:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3776, loss: 1.3776 2020-06-25 11:01:17,620 - mmaction - INFO - Epoch [28][340/3757] lr: 2.000e-03, eta: 8:22:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2559, loss: 1.2559 2020-06-25 11:01:23,611 - mmaction - INFO - Epoch [28][360/3757] lr: 2.000e-03, eta: 8:22:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2704, loss: 1.2704 2020-06-25 11:01:29,599 - mmaction - INFO - Epoch [28][380/3757] lr: 2.000e-03, eta: 8:22:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2686, loss: 1.2686 2020-06-25 11:01:35,573 - mmaction - INFO - Epoch [28][400/3757] lr: 2.000e-03, eta: 8:22:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2470, loss: 1.2470 2020-06-25 11:01:41,553 - mmaction - INFO - Epoch [28][420/3757] lr: 2.000e-03, eta: 8:22:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2771, loss: 1.2771 2020-06-25 11:01:47,530 - mmaction - INFO - Epoch [28][440/3757] lr: 2.000e-03, eta: 8:22:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.2937, loss: 1.2937 2020-06-25 11:01:53,522 - mmaction - INFO - Epoch [28][460/3757] lr: 2.000e-03, eta: 8:22:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1582, loss: 1.1582 2020-06-25 11:01:59,485 - mmaction - INFO - Epoch [28][480/3757] lr: 2.000e-03, eta: 8:22:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5507, loss: 1.5507 2020-06-25 11:02:05,466 - mmaction - INFO - Epoch [28][500/3757] lr: 2.000e-03, eta: 8:21:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0217, loss: 1.0217 2020-06-25 11:02:11,434 - mmaction - INFO - Epoch [28][520/3757] lr: 2.000e-03, eta: 8:21:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8438, loss_cls: 1.2815, loss: 1.2815 2020-06-25 11:02:17,390 - mmaction - INFO - Epoch [28][540/3757] lr: 2.000e-03, eta: 8:21:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4955, loss: 1.4955 2020-06-25 11:02:23,382 - mmaction - INFO - Epoch [28][560/3757] lr: 2.000e-03, eta: 8:21:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.0724, loss: 1.0724 2020-06-25 11:02:29,348 - mmaction - INFO - Epoch [28][580/3757] lr: 2.000e-03, eta: 8:21:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.3345, loss: 1.3345 2020-06-25 11:02:35,354 - mmaction - INFO - Epoch [28][600/3757] lr: 2.000e-03, eta: 8:21:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3590, loss: 1.3590 2020-06-25 11:02:41,339 - mmaction - INFO - Epoch [28][620/3757] lr: 2.000e-03, eta: 8:21:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.3037, loss: 1.3037 2020-06-25 11:02:47,312 - mmaction - INFO - Epoch [28][640/3757] lr: 2.000e-03, eta: 8:20:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1393, loss: 1.1393 2020-06-25 11:02:53,292 - mmaction - INFO - Epoch [28][660/3757] lr: 2.000e-03, eta: 8:20:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.5589, loss: 1.5589 2020-06-25 11:02:59,275 - mmaction - INFO - Epoch [28][680/3757] lr: 2.000e-03, eta: 8:20:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1340, loss: 1.1340 2020-06-25 11:03:05,251 - mmaction - INFO - Epoch [28][700/3757] lr: 2.000e-03, eta: 8:20:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4594, loss: 1.4594 2020-06-25 11:03:11,245 - mmaction - INFO - Epoch [28][720/3757] lr: 2.000e-03, eta: 8:20:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.3916, loss: 1.3916 2020-06-25 11:03:17,259 - mmaction - INFO - Epoch [28][740/3757] lr: 2.000e-03, eta: 8:20:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.3631, loss: 1.3631 2020-06-25 11:03:23,234 - mmaction - INFO - Epoch [28][760/3757] lr: 2.000e-03, eta: 8:20:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2509, loss: 1.2509 2020-06-25 11:03:29,225 - mmaction - INFO - Epoch [28][780/3757] lr: 2.000e-03, eta: 8:20:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3111, loss: 1.3111 2020-06-25 11:03:35,204 - mmaction - INFO - Epoch [28][800/3757] lr: 2.000e-03, eta: 8:19:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7566, loss: 1.7566 2020-06-25 11:03:41,203 - mmaction - INFO - Epoch [28][820/3757] lr: 2.000e-03, eta: 8:19:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2426, loss: 1.2426 2020-06-25 11:03:47,194 - mmaction - INFO - Epoch [28][840/3757] lr: 2.000e-03, eta: 8:19:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0802, loss: 1.0802 2020-06-25 11:03:53,192 - mmaction - INFO - Epoch [28][860/3757] lr: 2.000e-03, eta: 8:19:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3188, loss: 1.3188 2020-06-25 11:03:59,172 - mmaction - INFO - Epoch [28][880/3757] lr: 2.000e-03, eta: 8:19:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4649, loss: 1.4649 2020-06-25 11:04:05,123 - mmaction - INFO - Epoch [28][900/3757] lr: 2.000e-03, eta: 8:19:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1207, loss: 1.1207 2020-06-25 11:04:11,097 - mmaction - INFO - Epoch [28][920/3757] lr: 2.000e-03, eta: 8:19:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3407, loss: 1.3407 2020-06-25 11:04:17,097 - mmaction - INFO - Epoch [28][940/3757] lr: 2.000e-03, eta: 8:19:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3799, loss: 1.3799 2020-06-25 11:04:23,081 - mmaction - INFO - Epoch [28][960/3757] lr: 2.000e-03, eta: 8:18:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2626, loss: 1.2626 2020-06-25 11:04:29,069 - mmaction - INFO - Epoch [28][980/3757] lr: 2.000e-03, eta: 8:18:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.0946, loss: 1.0946 2020-06-25 11:04:35,069 - mmaction - INFO - Epoch [28][1000/3757] lr: 2.000e-03, eta: 8:18:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1746, loss: 1.1746 2020-06-25 11:04:41,039 - mmaction - INFO - Epoch [28][1020/3757] lr: 2.000e-03, eta: 8:18:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5068, loss: 1.5068 2020-06-25 11:04:47,022 - mmaction - INFO - Epoch [28][1040/3757] lr: 2.000e-03, eta: 8:18:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.4274, loss: 1.4274 2020-06-25 11:04:53,005 - mmaction - INFO - Epoch [28][1060/3757] lr: 2.000e-03, eta: 8:18:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5524, loss: 1.5524 2020-06-25 11:04:59,014 - mmaction - INFO - Epoch [28][1080/3757] lr: 2.000e-03, eta: 8:18:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3119, loss: 1.3119 2020-06-25 11:05:04,992 - mmaction - INFO - Epoch [28][1100/3757] lr: 2.000e-03, eta: 8:17:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9313, loss_cls: 1.1687, loss: 1.1687 2020-06-25 11:05:10,956 - mmaction - INFO - Epoch [28][1120/3757] lr: 2.000e-03, eta: 8:17:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.1903, loss: 1.1903 2020-06-25 11:05:17,002 - mmaction - INFO - Epoch [28][1140/3757] lr: 2.000e-03, eta: 8:17:42, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4479, loss: 1.4479 2020-06-25 11:05:22,988 - mmaction - INFO - Epoch [28][1160/3757] lr: 2.000e-03, eta: 8:17:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2229, loss: 1.2229 2020-06-25 11:05:28,989 - mmaction - INFO - Epoch [28][1180/3757] lr: 2.000e-03, eta: 8:17:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4788, loss: 1.4788 2020-06-25 11:05:35,603 - mmaction - INFO - Epoch [28][1200/3757] lr: 2.000e-03, eta: 8:17:19, time: 0.330, data_time: 0.032, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3263, loss: 1.3263 2020-06-25 11:05:41,600 - mmaction - INFO - Epoch [28][1220/3757] lr: 2.000e-03, eta: 8:17:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2290, loss: 1.2290 2020-06-25 11:05:47,621 - mmaction - INFO - Epoch [28][1240/3757] lr: 2.000e-03, eta: 8:17:03, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2762, loss: 1.2762 2020-06-25 11:05:53,917 - mmaction - INFO - Epoch [28][1260/3757] lr: 2.000e-03, eta: 8:16:56, time: 0.315, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.2328, loss: 1.2328 2020-06-25 11:05:59,948 - mmaction - INFO - Epoch [28][1280/3757] lr: 2.000e-03, eta: 8:16:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1159, loss: 1.1159 2020-06-25 11:06:05,924 - mmaction - INFO - Epoch [28][1300/3757] lr: 2.000e-03, eta: 8:16:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2916, loss: 1.2916 2020-06-25 11:06:11,918 - mmaction - INFO - Epoch [28][1320/3757] lr: 2.000e-03, eta: 8:16:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.3962, loss: 1.3962 2020-06-25 11:06:17,903 - mmaction - INFO - Epoch [28][1340/3757] lr: 2.000e-03, eta: 8:16:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2826, loss: 1.2826 2020-06-25 11:06:23,888 - mmaction - INFO - Epoch [28][1360/3757] lr: 2.000e-03, eta: 8:16:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8750, loss_cls: 1.4437, loss: 1.4437 2020-06-25 11:06:29,867 - mmaction - INFO - Epoch [28][1380/3757] lr: 2.000e-03, eta: 8:16:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2070, loss: 1.2070 2020-06-25 11:06:35,850 - mmaction - INFO - Epoch [28][1400/3757] lr: 2.000e-03, eta: 8:16:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0584, loss: 1.0584 2020-06-25 11:06:41,827 - mmaction - INFO - Epoch [28][1420/3757] lr: 2.000e-03, eta: 8:15:53, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3477, loss: 1.3477 2020-06-25 11:06:47,790 - mmaction - INFO - Epoch [28][1440/3757] lr: 2.000e-03, eta: 8:15:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2896, loss: 1.2896 2020-06-25 11:06:53,784 - mmaction - INFO - Epoch [28][1460/3757] lr: 2.000e-03, eta: 8:15:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.1989, loss: 1.1989 2020-06-25 11:06:59,776 - mmaction - INFO - Epoch [28][1480/3757] lr: 2.000e-03, eta: 8:15:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.2029, loss: 1.2029 2020-06-25 11:07:05,804 - mmaction - INFO - Epoch [28][1500/3757] lr: 2.000e-03, eta: 8:15:22, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1090, loss: 1.1090 2020-06-25 11:07:11,793 - mmaction - INFO - Epoch [28][1520/3757] lr: 2.000e-03, eta: 8:15:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4106, loss: 1.4106 2020-06-25 11:07:17,775 - mmaction - INFO - Epoch [28][1540/3757] lr: 2.000e-03, eta: 8:15:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5625, top5_acc: 0.8313, loss_cls: 1.6651, loss: 1.6651 2020-06-25 11:07:23,804 - mmaction - INFO - Epoch [28][1560/3757] lr: 2.000e-03, eta: 8:14:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1472, loss: 1.1472 2020-06-25 11:07:29,786 - mmaction - INFO - Epoch [28][1580/3757] lr: 2.000e-03, eta: 8:14:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.1256, loss: 1.1256 2020-06-25 11:07:35,747 - mmaction - INFO - Epoch [28][1600/3757] lr: 2.000e-03, eta: 8:14:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3669, loss: 1.3669 2020-06-25 11:07:41,725 - mmaction - INFO - Epoch [28][1620/3757] lr: 2.000e-03, eta: 8:14:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.1595, loss: 1.1595 2020-06-25 11:07:47,704 - mmaction - INFO - Epoch [28][1640/3757] lr: 2.000e-03, eta: 8:14:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7562, loss_cls: 1.8784, loss: 1.8784 2020-06-25 11:07:53,686 - mmaction - INFO - Epoch [28][1660/3757] lr: 2.000e-03, eta: 8:14:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1386, loss: 1.1386 2020-06-25 11:07:59,673 - mmaction - INFO - Epoch [28][1680/3757] lr: 2.000e-03, eta: 8:14:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3611, loss: 1.3611 2020-06-25 11:08:05,673 - mmaction - INFO - Epoch [28][1700/3757] lr: 2.000e-03, eta: 8:14:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5442, loss: 1.5442 2020-06-25 11:08:11,657 - mmaction - INFO - Epoch [28][1720/3757] lr: 2.000e-03, eta: 8:13:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2356, loss: 1.2356 2020-06-25 11:08:17,643 - mmaction - INFO - Epoch [28][1740/3757] lr: 2.000e-03, eta: 8:13:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1103, loss: 1.1103 2020-06-25 11:08:23,650 - mmaction - INFO - Epoch [28][1760/3757] lr: 2.000e-03, eta: 8:13:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3598, loss: 1.3598 2020-06-25 11:08:29,622 - mmaction - INFO - Epoch [28][1780/3757] lr: 2.000e-03, eta: 8:13:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3803, loss: 1.3803 2020-06-25 11:08:35,597 - mmaction - INFO - Epoch [28][1800/3757] lr: 2.000e-03, eta: 8:13:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4759, loss: 1.4759 2020-06-25 11:08:41,576 - mmaction - INFO - Epoch [28][1820/3757] lr: 2.000e-03, eta: 8:13:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695 2020-06-25 11:08:47,568 - mmaction - INFO - Epoch [28][1840/3757] lr: 2.000e-03, eta: 8:13:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3832, loss: 1.3832 2020-06-25 11:08:53,580 - mmaction - INFO - Epoch [28][1860/3757] lr: 2.000e-03, eta: 8:13:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5275, loss: 1.5275 2020-06-25 11:08:59,567 - mmaction - INFO - Epoch [28][1880/3757] lr: 2.000e-03, eta: 8:12:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9310, loss: 0.9310 2020-06-25 11:09:05,554 - mmaction - INFO - Epoch [28][1900/3757] lr: 2.000e-03, eta: 8:12:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2871, loss: 1.2871 2020-06-25 11:09:11,539 - mmaction - INFO - Epoch [28][1920/3757] lr: 2.000e-03, eta: 8:12:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3710, loss: 1.3710 2020-06-25 11:09:17,501 - mmaction - INFO - Epoch [28][1940/3757] lr: 2.000e-03, eta: 8:12:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2727, loss: 1.2727 2020-06-25 11:09:23,480 - mmaction - INFO - Epoch [28][1960/3757] lr: 2.000e-03, eta: 8:12:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.2242, loss: 1.2242 2020-06-25 11:09:29,480 - mmaction - INFO - Epoch [28][1980/3757] lr: 2.000e-03, eta: 8:12:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.0964, loss: 1.0964 2020-06-25 11:09:35,464 - mmaction - INFO - Epoch [28][2000/3757] lr: 2.000e-03, eta: 8:12:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2524, loss: 1.2524 2020-06-25 11:09:41,434 - mmaction - INFO - Epoch [28][2020/3757] lr: 2.000e-03, eta: 8:11:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2649, loss: 1.2649 2020-06-25 11:09:47,419 - mmaction - INFO - Epoch [28][2040/3757] lr: 2.000e-03, eta: 8:11:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1934, loss: 1.1934 2020-06-25 11:09:53,428 - mmaction - INFO - Epoch [28][2060/3757] lr: 2.000e-03, eta: 8:11:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5111, loss: 1.5111 2020-06-25 11:09:59,410 - mmaction - INFO - Epoch [28][2080/3757] lr: 2.000e-03, eta: 8:11:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4627, loss: 1.4627 2020-06-25 11:10:06,010 - mmaction - INFO - Epoch [28][2100/3757] lr: 2.000e-03, eta: 8:11:27, time: 0.329, data_time: 0.003, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0729, loss: 1.0729 2020-06-25 11:10:11,984 - mmaction - INFO - Epoch [28][2120/3757] lr: 2.000e-03, eta: 8:11:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.1461, loss: 1.1461 2020-06-25 11:10:18,010 - mmaction - INFO - Epoch [28][2140/3757] lr: 2.000e-03, eta: 8:11:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6402, loss: 1.6402 2020-06-25 11:10:23,978 - mmaction - INFO - Epoch [28][2160/3757] lr: 2.000e-03, eta: 8:11:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8063, loss_cls: 1.4125, loss: 1.4125 2020-06-25 11:10:29,949 - mmaction - INFO - Epoch [28][2180/3757] lr: 2.000e-03, eta: 8:10:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4108, loss: 1.4108 2020-06-25 11:10:35,919 - mmaction - INFO - Epoch [28][2200/3757] lr: 2.000e-03, eta: 8:10:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.2609, loss: 1.2609 2020-06-25 11:10:41,931 - mmaction - INFO - Epoch [28][2220/3757] lr: 2.000e-03, eta: 8:10:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3275, loss: 1.3275 2020-06-25 11:10:47,918 - mmaction - INFO - Epoch [28][2240/3757] lr: 2.000e-03, eta: 8:10:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.1017, loss: 1.1017 2020-06-25 11:10:53,913 - mmaction - INFO - Epoch [28][2260/3757] lr: 2.000e-03, eta: 8:10:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2691, loss: 1.2691 2020-06-25 11:10:59,878 - mmaction - INFO - Epoch [28][2280/3757] lr: 2.000e-03, eta: 8:10:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3400, loss: 1.3400 2020-06-25 11:11:05,838 - mmaction - INFO - Epoch [28][2300/3757] lr: 2.000e-03, eta: 8:10:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2906, loss: 1.2906 2020-06-25 11:11:11,832 - mmaction - INFO - Epoch [28][2320/3757] lr: 2.000e-03, eta: 8:10:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8875, loss_cls: 1.3418, loss: 1.3418 2020-06-25 11:11:17,820 - mmaction - INFO - Epoch [28][2340/3757] lr: 2.000e-03, eta: 8:09:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2312, loss: 1.2312 2020-06-25 11:11:23,805 - mmaction - INFO - Epoch [28][2360/3757] lr: 2.000e-03, eta: 8:09:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2774, loss: 1.2774 2020-06-25 11:11:29,782 - mmaction - INFO - Epoch [28][2380/3757] lr: 2.000e-03, eta: 8:09:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4953, loss: 1.4953 2020-06-25 11:11:35,764 - mmaction - INFO - Epoch [28][2400/3757] lr: 2.000e-03, eta: 8:09:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6163, loss: 1.6163 2020-06-25 11:11:41,804 - mmaction - INFO - Epoch [28][2420/3757] lr: 2.000e-03, eta: 8:09:22, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3291, loss: 1.3291 2020-06-25 11:11:47,787 - mmaction - INFO - Epoch [28][2440/3757] lr: 2.000e-03, eta: 8:09:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3976, loss: 1.3976 2020-06-25 11:11:53,792 - mmaction - INFO - Epoch [28][2460/3757] lr: 2.000e-03, eta: 8:09:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1765, loss: 1.1765 2020-06-25 11:11:59,795 - mmaction - INFO - Epoch [28][2480/3757] lr: 2.000e-03, eta: 8:08:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2254, loss: 1.2254 2020-06-25 11:12:05,780 - mmaction - INFO - Epoch [28][2500/3757] lr: 2.000e-03, eta: 8:08:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3680, loss: 1.3680 2020-06-25 11:12:11,796 - mmaction - INFO - Epoch [28][2520/3757] lr: 2.000e-03, eta: 8:08:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5143, loss: 1.5143 2020-06-25 11:12:17,793 - mmaction - INFO - Epoch [28][2540/3757] lr: 2.000e-03, eta: 8:08:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2072, loss: 1.2072 2020-06-25 11:12:23,797 - mmaction - INFO - Epoch [28][2560/3757] lr: 2.000e-03, eta: 8:08:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9187, loss_cls: 1.1948, loss: 1.1948 2020-06-25 11:12:29,781 - mmaction - INFO - Epoch [28][2580/3757] lr: 2.000e-03, eta: 8:08:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2803, loss: 1.2803 2020-06-25 11:12:35,752 - mmaction - INFO - Epoch [28][2600/3757] lr: 2.000e-03, eta: 8:08:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3430, loss: 1.3430 2020-06-25 11:12:41,757 - mmaction - INFO - Epoch [28][2620/3757] lr: 2.000e-03, eta: 8:08:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2822, loss: 1.2822 2020-06-25 11:12:47,733 - mmaction - INFO - Epoch [28][2640/3757] lr: 2.000e-03, eta: 8:07:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4545, loss: 1.4545 2020-06-25 11:12:53,718 - mmaction - INFO - Epoch [28][2660/3757] lr: 2.000e-03, eta: 8:07:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3970, loss: 1.3970 2020-06-25 11:12:59,700 - mmaction - INFO - Epoch [28][2680/3757] lr: 2.000e-03, eta: 8:07:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2650, loss: 1.2650 2020-06-25 11:13:05,697 - mmaction - INFO - Epoch [28][2700/3757] lr: 2.000e-03, eta: 8:07:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0670, loss: 1.0670 2020-06-25 11:13:11,697 - mmaction - INFO - Epoch [28][2720/3757] lr: 2.000e-03, eta: 8:07:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.6496, loss: 1.6496 2020-06-25 11:13:17,666 - mmaction - INFO - Epoch [28][2740/3757] lr: 2.000e-03, eta: 8:07:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4836, loss: 1.4836 2020-06-25 11:13:23,644 - mmaction - INFO - Epoch [28][2760/3757] lr: 2.000e-03, eta: 8:07:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4086, loss: 1.4086 2020-06-25 11:13:29,651 - mmaction - INFO - Epoch [28][2780/3757] lr: 2.000e-03, eta: 8:07:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2325, loss: 1.2325 2020-06-25 11:13:35,639 - mmaction - INFO - Epoch [28][2800/3757] lr: 2.000e-03, eta: 8:06:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3040, loss: 1.3040 2020-06-25 11:13:41,602 - mmaction - INFO - Epoch [28][2820/3757] lr: 2.000e-03, eta: 8:06:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1144, loss: 1.1144 2020-06-25 11:13:47,591 - mmaction - INFO - Epoch [28][2840/3757] lr: 2.000e-03, eta: 8:06:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2658, loss: 1.2658 2020-06-25 11:13:53,582 - mmaction - INFO - Epoch [28][2860/3757] lr: 2.000e-03, eta: 8:06:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4133, loss: 1.4133 2020-06-25 11:13:59,564 - mmaction - INFO - Epoch [28][2880/3757] lr: 2.000e-03, eta: 8:06:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2593, loss: 1.2593 2020-06-25 11:14:05,543 - mmaction - INFO - Epoch [28][2900/3757] lr: 2.000e-03, eta: 8:06:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2541, loss: 1.2541 2020-06-25 11:14:11,521 - mmaction - INFO - Epoch [28][2920/3757] lr: 2.000e-03, eta: 8:06:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2628, loss: 1.2628 2020-06-25 11:14:17,527 - mmaction - INFO - Epoch [28][2940/3757] lr: 2.000e-03, eta: 8:06:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2614, loss: 1.2614 2020-06-25 11:14:23,501 - mmaction - INFO - Epoch [28][2960/3757] lr: 2.000e-03, eta: 8:05:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4972, loss: 1.4972 2020-06-25 11:14:29,487 - mmaction - INFO - Epoch [28][2980/3757] lr: 2.000e-03, eta: 8:05:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2419, loss: 1.2419 2020-06-25 11:14:35,479 - mmaction - INFO - Epoch [28][3000/3757] lr: 2.000e-03, eta: 8:05:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3567, loss: 1.3567 2020-06-25 11:14:41,466 - mmaction - INFO - Epoch [28][3020/3757] lr: 2.000e-03, eta: 8:05:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3733, loss: 1.3733 2020-06-25 11:14:47,471 - mmaction - INFO - Epoch [28][3040/3757] lr: 2.000e-03, eta: 8:05:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1173, loss: 1.1173 2020-06-25 11:14:53,471 - mmaction - INFO - Epoch [28][3060/3757] lr: 2.000e-03, eta: 8:05:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3721, loss: 1.3721 2020-06-25 11:14:59,458 - mmaction - INFO - Epoch [28][3080/3757] lr: 2.000e-03, eta: 8:05:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9375, loss_cls: 1.1448, loss: 1.1448 2020-06-25 11:15:05,423 - mmaction - INFO - Epoch [28][3100/3757] lr: 2.000e-03, eta: 8:04:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2037, loss: 1.2037 2020-06-25 11:15:11,427 - mmaction - INFO - Epoch [28][3120/3757] lr: 2.000e-03, eta: 8:04:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3385, loss: 1.3385 2020-06-25 11:15:17,418 - mmaction - INFO - Epoch [28][3140/3757] lr: 2.000e-03, eta: 8:04:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3351, loss: 1.3351 2020-06-25 11:15:23,392 - mmaction - INFO - Epoch [28][3160/3757] lr: 2.000e-03, eta: 8:04:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.2266, loss: 1.2266 2020-06-25 11:15:29,369 - mmaction - INFO - Epoch [28][3180/3757] lr: 2.000e-03, eta: 8:04:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1365, loss: 1.1365 2020-06-25 11:15:35,397 - mmaction - INFO - Epoch [28][3200/3757] lr: 2.000e-03, eta: 8:04:19, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4811, loss: 1.4811 2020-06-25 11:15:41,381 - mmaction - INFO - Epoch [28][3220/3757] lr: 2.000e-03, eta: 8:04:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1971, loss: 1.1971 2020-06-25 11:15:47,366 - mmaction - INFO - Epoch [28][3240/3757] lr: 2.000e-03, eta: 8:04:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3866, loss: 1.3866 2020-06-25 11:15:53,359 - mmaction - INFO - Epoch [28][3260/3757] lr: 2.000e-03, eta: 8:03:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4172, loss: 1.4172 2020-06-25 11:15:59,343 - mmaction - INFO - Epoch [28][3280/3757] lr: 2.000e-03, eta: 8:03:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3502, loss: 1.3502 2020-06-25 11:16:05,315 - mmaction - INFO - Epoch [28][3300/3757] lr: 2.000e-03, eta: 8:03:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.4038, loss: 1.4038 2020-06-25 11:16:11,273 - mmaction - INFO - Epoch [28][3320/3757] lr: 2.000e-03, eta: 8:03:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2040, loss: 1.2040 2020-06-25 11:16:17,266 - mmaction - INFO - Epoch [28][3340/3757] lr: 2.000e-03, eta: 8:03:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5956, loss: 1.5956 2020-06-25 11:16:23,264 - mmaction - INFO - Epoch [28][3360/3757] lr: 2.000e-03, eta: 8:03:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4447, loss: 1.4447 2020-06-25 11:16:29,242 - mmaction - INFO - Epoch [28][3380/3757] lr: 2.000e-03, eta: 8:03:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1736, loss: 1.1736 2020-06-25 11:16:35,239 - mmaction - INFO - Epoch [28][3400/3757] lr: 2.000e-03, eta: 8:03:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3157, loss: 1.3157 2020-06-25 11:16:41,266 - mmaction - INFO - Epoch [28][3420/3757] lr: 2.000e-03, eta: 8:02:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3025, loss: 1.3025 2020-06-25 11:16:47,220 - mmaction - INFO - Epoch [28][3440/3757] lr: 2.000e-03, eta: 8:02:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.6197, loss: 1.6197 2020-06-25 11:16:53,206 - mmaction - INFO - Epoch [28][3460/3757] lr: 2.000e-03, eta: 8:02:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3806, loss: 1.3806 2020-06-25 11:16:59,221 - mmaction - INFO - Epoch [28][3480/3757] lr: 2.000e-03, eta: 8:02:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1783, loss: 1.1783 2020-06-25 11:17:05,223 - mmaction - INFO - Epoch [28][3500/3757] lr: 2.000e-03, eta: 8:02:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.7937, loss_cls: 1.4930, loss: 1.4930 2020-06-25 11:17:11,235 - mmaction - INFO - Epoch [28][3520/3757] lr: 2.000e-03, eta: 8:02:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2608, loss: 1.2608 2020-06-25 11:17:17,241 - mmaction - INFO - Epoch [28][3540/3757] lr: 2.000e-03, eta: 8:02:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3357, loss: 1.3357 2020-06-25 11:17:23,238 - mmaction - INFO - Epoch [28][3560/3757] lr: 2.000e-03, eta: 8:01:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5815, loss: 1.5815 2020-06-25 11:17:29,205 - mmaction - INFO - Epoch [28][3580/3757] lr: 2.000e-03, eta: 8:01:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2168, loss: 1.2168 2020-06-25 11:17:35,187 - mmaction - INFO - Epoch [28][3600/3757] lr: 2.000e-03, eta: 8:01:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5177, loss: 1.5177 2020-06-25 11:17:41,167 - mmaction - INFO - Epoch [28][3620/3757] lr: 2.000e-03, eta: 8:01:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1003, loss: 1.1003 2020-06-25 11:17:47,164 - mmaction - INFO - Epoch [28][3640/3757] lr: 2.000e-03, eta: 8:01:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1566, loss: 1.1566 2020-06-25 11:17:53,179 - mmaction - INFO - Epoch [28][3660/3757] lr: 2.000e-03, eta: 8:01:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344 2020-06-25 11:17:59,188 - mmaction - INFO - Epoch [28][3680/3757] lr: 2.000e-03, eta: 8:01:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.2273, loss: 1.2273 2020-06-25 11:18:05,170 - mmaction - INFO - Epoch [28][3700/3757] lr: 2.000e-03, eta: 8:01:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3280, loss: 1.3280 2020-06-25 11:18:11,166 - mmaction - INFO - Epoch [28][3720/3757] lr: 2.000e-03, eta: 8:00:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1862, loss: 1.1862 2020-06-25 11:18:45,182 - mmaction - INFO - Epoch [28][3740/3757] lr: 2.000e-03, eta: 8:01:11, time: 1.701, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.4029, loss: 1.4029 2020-06-25 11:22:01,587 - mmaction - INFO - Epoch [29][20/3757] lr: 2.000e-03, eta: 8:03:13, time: 9.257, data_time: 8.833, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.4392, loss: 1.4392 2020-06-25 11:22:07,618 - mmaction - INFO - Epoch [29][40/3757] lr: 2.000e-03, eta: 8:03:06, time: 0.303, data_time: 0.004, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1868, loss: 1.1868 2020-06-25 11:22:13,608 - mmaction - INFO - Epoch [29][60/3757] lr: 2.000e-03, eta: 8:02:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.2061, loss: 1.2061 2020-06-25 11:22:19,627 - mmaction - INFO - Epoch [29][80/3757] lr: 2.000e-03, eta: 8:02:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0256, loss: 1.0256 2020-06-25 11:22:25,615 - mmaction - INFO - Epoch [29][100/3757] lr: 2.000e-03, eta: 8:02:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3477, loss: 1.3477 2020-06-25 11:22:31,602 - mmaction - INFO - Epoch [29][120/3757] lr: 2.000e-03, eta: 8:02:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2109, loss: 1.2109 2020-06-25 11:22:37,603 - mmaction - INFO - Epoch [29][140/3757] lr: 2.000e-03, eta: 8:02:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4807, loss: 1.4807 2020-06-25 11:22:43,576 - mmaction - INFO - Epoch [29][160/3757] lr: 2.000e-03, eta: 8:02:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4457, loss: 1.4457 2020-06-25 11:22:49,560 - mmaction - INFO - Epoch [29][180/3757] lr: 2.000e-03, eta: 8:02:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.6335, loss: 1.6335 2020-06-25 11:22:55,535 - mmaction - INFO - Epoch [29][200/3757] lr: 2.000e-03, eta: 8:02:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1993, loss: 1.1993 2020-06-25 11:23:01,527 - mmaction - INFO - Epoch [29][220/3757] lr: 2.000e-03, eta: 8:01:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5920, loss: 1.5920 2020-06-25 11:23:07,538 - mmaction - INFO - Epoch [29][240/3757] lr: 2.000e-03, eta: 8:01:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3215, loss: 1.3215 2020-06-25 11:23:13,546 - mmaction - INFO - Epoch [29][260/3757] lr: 2.000e-03, eta: 8:01:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2440, loss: 1.2440 2020-06-25 11:23:19,510 - mmaction - INFO - Epoch [29][280/3757] lr: 2.000e-03, eta: 8:01:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1655, loss: 1.1655 2020-06-25 11:23:25,477 - mmaction - INFO - Epoch [29][300/3757] lr: 2.000e-03, eta: 8:01:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4093, loss: 1.4093 2020-06-25 11:23:31,441 - mmaction - INFO - Epoch [29][320/3757] lr: 2.000e-03, eta: 8:01:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1318, loss: 1.1318 2020-06-25 11:23:37,424 - mmaction - INFO - Epoch [29][340/3757] lr: 2.000e-03, eta: 8:01:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.0963, loss: 1.0963 2020-06-25 11:23:43,400 - mmaction - INFO - Epoch [29][360/3757] lr: 2.000e-03, eta: 8:01:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4589, loss: 1.4589 2020-06-25 11:23:49,352 - mmaction - INFO - Epoch [29][380/3757] lr: 2.000e-03, eta: 8:00:53, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4766, loss: 1.4766 2020-06-25 11:23:55,359 - mmaction - INFO - Epoch [29][400/3757] lr: 2.000e-03, eta: 8:00:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1181, loss: 1.1181 2020-06-25 11:24:01,339 - mmaction - INFO - Epoch [29][420/3757] lr: 2.000e-03, eta: 8:00:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1897, loss: 1.1897 2020-06-25 11:24:07,311 - mmaction - INFO - Epoch [29][440/3757] lr: 2.000e-03, eta: 8:00:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2882, loss: 1.2882 2020-06-25 11:24:13,296 - mmaction - INFO - Epoch [29][460/3757] lr: 2.000e-03, eta: 8:00:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1895, loss: 1.1895 2020-06-25 11:24:19,292 - mmaction - INFO - Epoch [29][480/3757] lr: 2.000e-03, eta: 8:00:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9313, loss_cls: 1.1396, loss: 1.1396 2020-06-25 11:24:25,307 - mmaction - INFO - Epoch [29][500/3757] lr: 2.000e-03, eta: 8:00:06, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2901, loss: 1.2901 2020-06-25 11:24:31,329 - mmaction - INFO - Epoch [29][520/3757] lr: 2.000e-03, eta: 7:59:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.4329, loss: 1.4329 2020-06-25 11:24:37,322 - mmaction - INFO - Epoch [29][540/3757] lr: 2.000e-03, eta: 7:59:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4440, loss: 1.4440 2020-06-25 11:24:43,318 - mmaction - INFO - Epoch [29][560/3757] lr: 2.000e-03, eta: 7:59:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4414, loss: 1.4414 2020-06-25 11:24:49,267 - mmaction - INFO - Epoch [29][580/3757] lr: 2.000e-03, eta: 7:59:35, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3771, loss: 1.3771 2020-06-25 11:24:55,237 - mmaction - INFO - Epoch [29][600/3757] lr: 2.000e-03, eta: 7:59:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2391, loss: 1.2391 2020-06-25 11:25:01,208 - mmaction - INFO - Epoch [29][620/3757] lr: 2.000e-03, eta: 7:59:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9437, loss_cls: 0.9668, loss: 0.9668 2020-06-25 11:25:07,474 - mmaction - INFO - Epoch [29][640/3757] lr: 2.000e-03, eta: 7:59:11, time: 0.314, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.1094, loss: 1.1094 2020-06-25 11:25:13,452 - mmaction - INFO - Epoch [29][660/3757] lr: 2.000e-03, eta: 7:59:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2865, loss: 1.2865 2020-06-25 11:25:19,423 - mmaction - INFO - Epoch [29][680/3757] lr: 2.000e-03, eta: 7:58:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2982, loss: 1.2982 2020-06-25 11:25:25,398 - mmaction - INFO - Epoch [29][700/3757] lr: 2.000e-03, eta: 7:58:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2897, loss: 1.2897 2020-06-25 11:25:31,426 - mmaction - INFO - Epoch [29][720/3757] lr: 2.000e-03, eta: 7:58:40, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1169, loss: 1.1169 2020-06-25 11:25:37,418 - mmaction - INFO - Epoch [29][740/3757] lr: 2.000e-03, eta: 7:58:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6282, loss: 1.6282 2020-06-25 11:25:43,393 - mmaction - INFO - Epoch [29][760/3757] lr: 2.000e-03, eta: 7:58:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3981, loss: 1.3981 2020-06-25 11:25:49,377 - mmaction - INFO - Epoch [29][780/3757] lr: 2.000e-03, eta: 7:58:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2587, loss: 1.2587 2020-06-25 11:25:55,369 - mmaction - INFO - Epoch [29][800/3757] lr: 2.000e-03, eta: 7:58:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4364, loss: 1.4364 2020-06-25 11:26:01,345 - mmaction - INFO - Epoch [29][820/3757] lr: 2.000e-03, eta: 7:58:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0862, loss: 1.0862 2020-06-25 11:26:07,331 - mmaction - INFO - Epoch [29][840/3757] lr: 2.000e-03, eta: 7:57:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3582, loss: 1.3582 2020-06-25 11:26:13,316 - mmaction - INFO - Epoch [29][860/3757] lr: 2.000e-03, eta: 7:57:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1391, loss: 1.1391 2020-06-25 11:26:19,307 - mmaction - INFO - Epoch [29][880/3757] lr: 2.000e-03, eta: 7:57:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4458, loss: 1.4458 2020-06-25 11:26:25,308 - mmaction - INFO - Epoch [29][900/3757] lr: 2.000e-03, eta: 7:57:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4186, loss: 1.4186 2020-06-25 11:26:31,281 - mmaction - INFO - Epoch [29][920/3757] lr: 2.000e-03, eta: 7:57:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2168, loss: 1.2168 2020-06-25 11:26:37,286 - mmaction - INFO - Epoch [29][940/3757] lr: 2.000e-03, eta: 7:57:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7348, loss: 1.7348 2020-06-25 11:26:43,286 - mmaction - INFO - Epoch [29][960/3757] lr: 2.000e-03, eta: 7:57:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3741, loss: 1.3741 2020-06-25 11:26:49,267 - mmaction - INFO - Epoch [29][980/3757] lr: 2.000e-03, eta: 7:56:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4117, loss: 1.4117 2020-06-25 11:26:55,270 - mmaction - INFO - Epoch [29][1000/3757] lr: 2.000e-03, eta: 7:56:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2551, loss: 1.2551 2020-06-25 11:27:01,271 - mmaction - INFO - Epoch [29][1020/3757] lr: 2.000e-03, eta: 7:56:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5921, loss: 1.5921 2020-06-25 11:27:07,270 - mmaction - INFO - Epoch [29][1040/3757] lr: 2.000e-03, eta: 7:56:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4358, loss: 1.4358 2020-06-25 11:27:13,274 - mmaction - INFO - Epoch [29][1060/3757] lr: 2.000e-03, eta: 7:56:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1045, loss: 1.1045 2020-06-25 11:27:19,272 - mmaction - INFO - Epoch [29][1080/3757] lr: 2.000e-03, eta: 7:56:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3139, loss: 1.3139 2020-06-25 11:27:25,258 - mmaction - INFO - Epoch [29][1100/3757] lr: 2.000e-03, eta: 7:56:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3619, loss: 1.3619 2020-06-25 11:27:31,241 - mmaction - INFO - Epoch [29][1120/3757] lr: 2.000e-03, eta: 7:56:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2331, loss: 1.2331 2020-06-25 11:27:37,220 - mmaction - INFO - Epoch [29][1140/3757] lr: 2.000e-03, eta: 7:55:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1415, loss: 1.1415 2020-06-25 11:27:43,210 - mmaction - INFO - Epoch [29][1160/3757] lr: 2.000e-03, eta: 7:55:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3537, loss: 1.3537 2020-06-25 11:27:49,205 - mmaction - INFO - Epoch [29][1180/3757] lr: 2.000e-03, eta: 7:55:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2650, loss: 1.2650 2020-06-25 11:27:55,183 - mmaction - INFO - Epoch [29][1200/3757] lr: 2.000e-03, eta: 7:55:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6272, loss: 1.6272 2020-06-25 11:28:01,172 - mmaction - INFO - Epoch [29][1220/3757] lr: 2.000e-03, eta: 7:55:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2834, loss: 1.2834 2020-06-25 11:28:07,163 - mmaction - INFO - Epoch [29][1240/3757] lr: 2.000e-03, eta: 7:55:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2663, loss: 1.2663 2020-06-25 11:28:13,690 - mmaction - INFO - Epoch [29][1260/3757] lr: 2.000e-03, eta: 7:55:10, time: 0.326, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1377, loss: 1.1377 2020-06-25 11:28:19,723 - mmaction - INFO - Epoch [29][1280/3757] lr: 2.000e-03, eta: 7:55:02, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5076, loss: 1.5076 2020-06-25 11:28:25,708 - mmaction - INFO - Epoch [29][1300/3757] lr: 2.000e-03, eta: 7:54:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3037, loss: 1.3037 2020-06-25 11:28:31,711 - mmaction - INFO - Epoch [29][1320/3757] lr: 2.000e-03, eta: 7:54:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0360, loss: 1.0360 2020-06-25 11:28:37,712 - mmaction - INFO - Epoch [29][1340/3757] lr: 2.000e-03, eta: 7:54:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.1975, loss: 1.1975 2020-06-25 11:28:43,678 - mmaction - INFO - Epoch [29][1360/3757] lr: 2.000e-03, eta: 7:54:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3644, loss: 1.3644 2020-06-25 11:28:49,668 - mmaction - INFO - Epoch [29][1380/3757] lr: 2.000e-03, eta: 7:54:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2397, loss: 1.2397 2020-06-25 11:28:55,650 - mmaction - INFO - Epoch [29][1400/3757] lr: 2.000e-03, eta: 7:54:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2708, loss: 1.2708 2020-06-25 11:29:01,641 - mmaction - INFO - Epoch [29][1420/3757] lr: 2.000e-03, eta: 7:54:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2271, loss: 1.2271 2020-06-25 11:29:07,622 - mmaction - INFO - Epoch [29][1440/3757] lr: 2.000e-03, eta: 7:54:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1094, loss: 1.1094 2020-06-25 11:29:13,603 - mmaction - INFO - Epoch [29][1460/3757] lr: 2.000e-03, eta: 7:53:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3879, loss: 1.3879 2020-06-25 11:29:19,603 - mmaction - INFO - Epoch [29][1480/3757] lr: 2.000e-03, eta: 7:53:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9062, loss_cls: 1.2217, loss: 1.2217 2020-06-25 11:29:25,591 - mmaction - INFO - Epoch [29][1500/3757] lr: 2.000e-03, eta: 7:53:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0178, loss: 1.0178 2020-06-25 11:29:31,567 - mmaction - INFO - Epoch [29][1520/3757] lr: 2.000e-03, eta: 7:53:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5893, loss: 1.5893 2020-06-25 11:29:37,551 - mmaction - INFO - Epoch [29][1540/3757] lr: 2.000e-03, eta: 7:53:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1070, loss: 1.1070 2020-06-25 11:29:43,523 - mmaction - INFO - Epoch [29][1560/3757] lr: 2.000e-03, eta: 7:53:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2330, loss: 1.2330 2020-06-25 11:29:49,494 - mmaction - INFO - Epoch [29][1580/3757] lr: 2.000e-03, eta: 7:53:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4637, loss: 1.4637 2020-06-25 11:29:55,498 - mmaction - INFO - Epoch [29][1600/3757] lr: 2.000e-03, eta: 7:52:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8875, loss_cls: 1.2293, loss: 1.2293 2020-06-25 11:30:01,784 - mmaction - INFO - Epoch [29][1620/3757] lr: 2.000e-03, eta: 7:52:50, time: 0.314, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2159, loss: 1.2159 2020-06-25 11:30:07,788 - mmaction - INFO - Epoch [29][1640/3757] lr: 2.000e-03, eta: 7:52:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3465, loss: 1.3465 2020-06-25 11:30:13,769 - mmaction - INFO - Epoch [29][1660/3757] lr: 2.000e-03, eta: 7:52:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3055, loss: 1.3055 2020-06-25 11:30:19,750 - mmaction - INFO - Epoch [29][1680/3757] lr: 2.000e-03, eta: 7:52:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1047, loss: 1.1047 2020-06-25 11:30:25,755 - mmaction - INFO - Epoch [29][1700/3757] lr: 2.000e-03, eta: 7:52:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3261, loss: 1.3261 2020-06-25 11:30:31,753 - mmaction - INFO - Epoch [29][1720/3757] lr: 2.000e-03, eta: 7:52:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1476, loss: 1.1476 2020-06-25 11:30:37,703 - mmaction - INFO - Epoch [29][1740/3757] lr: 2.000e-03, eta: 7:52:04, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2873, loss: 1.2873 2020-06-25 11:30:43,712 - mmaction - INFO - Epoch [29][1760/3757] lr: 2.000e-03, eta: 7:51:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2842, loss: 1.2842 2020-06-25 11:30:49,683 - mmaction - INFO - Epoch [29][1780/3757] lr: 2.000e-03, eta: 7:51:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2457, loss: 1.2457 2020-06-25 11:30:55,675 - mmaction - INFO - Epoch [29][1800/3757] lr: 2.000e-03, eta: 7:51:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3399, loss: 1.3399 2020-06-25 11:31:01,669 - mmaction - INFO - Epoch [29][1820/3757] lr: 2.000e-03, eta: 7:51:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4608, loss: 1.4608 2020-06-25 11:31:07,662 - mmaction - INFO - Epoch [29][1840/3757] lr: 2.000e-03, eta: 7:51:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8375, loss_cls: 1.2507, loss: 1.2507 2020-06-25 11:31:13,663 - mmaction - INFO - Epoch [29][1860/3757] lr: 2.000e-03, eta: 7:51:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.2917, loss: 1.2917 2020-06-25 11:31:19,657 - mmaction - INFO - Epoch [29][1880/3757] lr: 2.000e-03, eta: 7:51:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1327, loss: 1.1327 2020-06-25 11:31:25,609 - mmaction - INFO - Epoch [29][1900/3757] lr: 2.000e-03, eta: 7:51:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2789, loss: 1.2789 2020-06-25 11:31:31,586 - mmaction - INFO - Epoch [29][1920/3757] lr: 2.000e-03, eta: 7:50:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.0953, loss: 1.0953 2020-06-25 11:31:37,577 - mmaction - INFO - Epoch [29][1940/3757] lr: 2.000e-03, eta: 7:50:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2768, loss: 1.2768 2020-06-25 11:31:43,565 - mmaction - INFO - Epoch [29][1960/3757] lr: 2.000e-03, eta: 7:50:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2566, loss: 1.2566 2020-06-25 11:31:49,565 - mmaction - INFO - Epoch [29][1980/3757] lr: 2.000e-03, eta: 7:50:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.4346, loss: 1.4346 2020-06-25 11:31:55,561 - mmaction - INFO - Epoch [29][2000/3757] lr: 2.000e-03, eta: 7:50:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8938, loss_cls: 1.3943, loss: 1.3943 2020-06-25 11:32:01,548 - mmaction - INFO - Epoch [29][2020/3757] lr: 2.000e-03, eta: 7:50:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3398, loss: 1.3398 2020-06-25 11:32:07,552 - mmaction - INFO - Epoch [29][2040/3757] lr: 2.000e-03, eta: 7:50:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2408, loss: 1.2408 2020-06-25 11:32:13,515 - mmaction - INFO - Epoch [29][2060/3757] lr: 2.000e-03, eta: 7:50:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0774, loss: 1.0774 2020-06-25 11:32:19,519 - mmaction - INFO - Epoch [29][2080/3757] lr: 2.000e-03, eta: 7:49:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3117, loss: 1.3117 2020-06-25 11:32:25,515 - mmaction - INFO - Epoch [29][2100/3757] lr: 2.000e-03, eta: 7:49:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4141, loss: 1.4141 2020-06-25 11:32:31,487 - mmaction - INFO - Epoch [29][2120/3757] lr: 2.000e-03, eta: 7:49:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2697, loss: 1.2697 2020-06-25 11:32:37,480 - mmaction - INFO - Epoch [29][2140/3757] lr: 2.000e-03, eta: 7:49:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3785, loss: 1.3785 2020-06-25 11:32:43,487 - mmaction - INFO - Epoch [29][2160/3757] lr: 2.000e-03, eta: 7:49:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1691, loss: 1.1691 2020-06-25 11:32:49,503 - mmaction - INFO - Epoch [29][2180/3757] lr: 2.000e-03, eta: 7:49:13, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3270, loss: 1.3270 2020-06-25 11:32:55,476 - mmaction - INFO - Epoch [29][2200/3757] lr: 2.000e-03, eta: 7:49:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4724, loss: 1.4724 2020-06-25 11:33:01,453 - mmaction - INFO - Epoch [29][2220/3757] lr: 2.000e-03, eta: 7:48:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.3926, loss: 1.3926 2020-06-25 11:33:07,436 - mmaction - INFO - Epoch [29][2240/3757] lr: 2.000e-03, eta: 7:48:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3864, loss: 1.3864 2020-06-25 11:33:13,427 - mmaction - INFO - Epoch [29][2260/3757] lr: 2.000e-03, eta: 7:48:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3095, loss: 1.3095 2020-06-25 11:33:19,420 - mmaction - INFO - Epoch [29][2280/3757] lr: 2.000e-03, eta: 7:48:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3976, loss: 1.3976 2020-06-25 11:33:25,431 - mmaction - INFO - Epoch [29][2300/3757] lr: 2.000e-03, eta: 7:48:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3848, loss: 1.3848 2020-06-25 11:33:31,423 - mmaction - INFO - Epoch [29][2320/3757] lr: 2.000e-03, eta: 7:48:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0295, loss: 1.0295 2020-06-25 11:33:37,425 - mmaction - INFO - Epoch [29][2340/3757] lr: 2.000e-03, eta: 7:48:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.3785, loss: 1.3785 2020-06-25 11:33:43,428 - mmaction - INFO - Epoch [29][2360/3757] lr: 2.000e-03, eta: 7:48:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2309, loss: 1.2309 2020-06-25 11:33:49,402 - mmaction - INFO - Epoch [29][2380/3757] lr: 2.000e-03, eta: 7:47:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2653, loss: 1.2653 2020-06-25 11:33:55,404 - mmaction - INFO - Epoch [29][2400/3757] lr: 2.000e-03, eta: 7:47:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3650, loss: 1.3650 2020-06-25 11:34:01,405 - mmaction - INFO - Epoch [29][2420/3757] lr: 2.000e-03, eta: 7:47:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1047, loss: 1.1047 2020-06-25 11:34:07,408 - mmaction - INFO - Epoch [29][2440/3757] lr: 2.000e-03, eta: 7:47:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4052, loss: 1.4052 2020-06-25 11:34:13,388 - mmaction - INFO - Epoch [29][2460/3757] lr: 2.000e-03, eta: 7:47:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.3651, loss: 1.3651 2020-06-25 11:34:19,371 - mmaction - INFO - Epoch [29][2480/3757] lr: 2.000e-03, eta: 7:47:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3797, loss: 1.3797 2020-06-25 11:34:25,348 - mmaction - INFO - Epoch [29][2500/3757] lr: 2.000e-03, eta: 7:47:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.4831, loss: 1.4831 2020-06-25 11:34:31,345 - mmaction - INFO - Epoch [29][2520/3757] lr: 2.000e-03, eta: 7:47:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3097, loss: 1.3097 2020-06-25 11:34:37,322 - mmaction - INFO - Epoch [29][2540/3757] lr: 2.000e-03, eta: 7:46:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1048, loss: 1.1048 2020-06-25 11:34:43,301 - mmaction - INFO - Epoch [29][2560/3757] lr: 2.000e-03, eta: 7:46:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4284, loss: 1.4284 2020-06-25 11:34:49,274 - mmaction - INFO - Epoch [29][2580/3757] lr: 2.000e-03, eta: 7:46:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4073, loss: 1.4073 2020-06-25 11:34:55,272 - mmaction - INFO - Epoch [29][2600/3757] lr: 2.000e-03, eta: 7:46:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2760, loss: 1.2760 2020-06-25 11:35:01,234 - mmaction - INFO - Epoch [29][2620/3757] lr: 2.000e-03, eta: 7:46:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3098, loss: 1.3098 2020-06-25 11:35:07,238 - mmaction - INFO - Epoch [29][2640/3757] lr: 2.000e-03, eta: 7:46:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1512, loss: 1.1512 2020-06-25 11:35:13,214 - mmaction - INFO - Epoch [29][2660/3757] lr: 2.000e-03, eta: 7:46:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.5358, loss: 1.5358 2020-06-25 11:35:19,191 - mmaction - INFO - Epoch [29][2680/3757] lr: 2.000e-03, eta: 7:45:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3284, loss: 1.3284 2020-06-25 11:35:25,168 - mmaction - INFO - Epoch [29][2700/3757] lr: 2.000e-03, eta: 7:45:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.4169, loss: 1.4169 2020-06-25 11:35:31,149 - mmaction - INFO - Epoch [29][2720/3757] lr: 2.000e-03, eta: 7:45:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3936, loss: 1.3936 2020-06-25 11:35:37,148 - mmaction - INFO - Epoch [29][2740/3757] lr: 2.000e-03, eta: 7:45:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3416, loss: 1.3416 2020-06-25 11:35:43,129 - mmaction - INFO - Epoch [29][2760/3757] lr: 2.000e-03, eta: 7:45:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3828, loss: 1.3828 2020-06-25 11:35:49,117 - mmaction - INFO - Epoch [29][2780/3757] lr: 2.000e-03, eta: 7:45:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1344, loss: 1.1344 2020-06-25 11:35:55,098 - mmaction - INFO - Epoch [29][2800/3757] lr: 2.000e-03, eta: 7:45:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3164, loss: 1.3164 2020-06-25 11:36:01,056 - mmaction - INFO - Epoch [29][2820/3757] lr: 2.000e-03, eta: 7:45:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2537, loss: 1.2537 2020-06-25 11:36:07,026 - mmaction - INFO - Epoch [29][2840/3757] lr: 2.000e-03, eta: 7:44:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3542, loss: 1.3542 2020-06-25 11:36:13,041 - mmaction - INFO - Epoch [29][2860/3757] lr: 2.000e-03, eta: 7:44:50, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1767, loss: 1.1767 2020-06-25 11:36:19,014 - mmaction - INFO - Epoch [29][2880/3757] lr: 2.000e-03, eta: 7:44:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.1841, loss: 1.1841 2020-06-25 11:36:24,993 - mmaction - INFO - Epoch [29][2900/3757] lr: 2.000e-03, eta: 7:44:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3653, loss: 1.3653 2020-06-25 11:36:30,968 - mmaction - INFO - Epoch [29][2920/3757] lr: 2.000e-03, eta: 7:44:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2438, loss: 1.2438 2020-06-25 11:36:36,949 - mmaction - INFO - Epoch [29][2940/3757] lr: 2.000e-03, eta: 7:44:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3709, loss: 1.3709 2020-06-25 11:36:42,908 - mmaction - INFO - Epoch [29][2960/3757] lr: 2.000e-03, eta: 7:44:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.3000, loss: 1.3000 2020-06-25 11:36:48,900 - mmaction - INFO - Epoch [29][2980/3757] lr: 2.000e-03, eta: 7:44:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.3059, loss: 1.3059 2020-06-25 11:36:54,859 - mmaction - INFO - Epoch [29][3000/3757] lr: 2.000e-03, eta: 7:43:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3575, loss: 1.3575 2020-06-25 11:37:00,841 - mmaction - INFO - Epoch [29][3020/3757] lr: 2.000e-03, eta: 7:43:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9477, loss: 0.9477 2020-06-25 11:37:06,819 - mmaction - INFO - Epoch [29][3040/3757] lr: 2.000e-03, eta: 7:43:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1840, loss: 1.1840 2020-06-25 11:37:12,808 - mmaction - INFO - Epoch [29][3060/3757] lr: 2.000e-03, eta: 7:43:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2048, loss: 1.2048 2020-06-25 11:37:18,834 - mmaction - INFO - Epoch [29][3080/3757] lr: 2.000e-03, eta: 7:43:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3507, loss: 1.3507 2020-06-25 11:37:24,818 - mmaction - INFO - Epoch [29][3100/3757] lr: 2.000e-03, eta: 7:43:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3478, loss: 1.3478 2020-06-25 11:37:30,803 - mmaction - INFO - Epoch [29][3120/3757] lr: 2.000e-03, eta: 7:43:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3448, loss: 1.3448 2020-06-25 11:37:36,768 - mmaction - INFO - Epoch [29][3140/3757] lr: 2.000e-03, eta: 7:43:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4539, loss: 1.4539 2020-06-25 11:37:42,740 - mmaction - INFO - Epoch [29][3160/3757] lr: 2.000e-03, eta: 7:42:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3521, loss: 1.3521 2020-06-25 11:37:48,745 - mmaction - INFO - Epoch [29][3180/3757] lr: 2.000e-03, eta: 7:42:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.5427, loss: 1.5427 2020-06-25 11:37:54,733 - mmaction - INFO - Epoch [29][3200/3757] lr: 2.000e-03, eta: 7:42:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1461, loss: 1.1461 2020-06-25 11:38:00,689 - mmaction - INFO - Epoch [29][3220/3757] lr: 2.000e-03, eta: 7:42:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3035, loss: 1.3035 2020-06-25 11:38:06,665 - mmaction - INFO - Epoch [29][3240/3757] lr: 2.000e-03, eta: 7:42:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2327, loss: 1.2327 2020-06-25 11:38:12,673 - mmaction - INFO - Epoch [29][3260/3757] lr: 2.000e-03, eta: 7:42:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7549, loss: 1.7549 2020-06-25 11:38:18,647 - mmaction - INFO - Epoch [29][3280/3757] lr: 2.000e-03, eta: 7:42:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3387, loss: 1.3387 2020-06-25 11:38:24,613 - mmaction - INFO - Epoch [29][3300/3757] lr: 2.000e-03, eta: 7:42:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.4153, loss: 1.4153 2020-06-25 11:38:30,602 - mmaction - INFO - Epoch [29][3320/3757] lr: 2.000e-03, eta: 7:41:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3121, loss: 1.3121 2020-06-25 11:38:36,557 - mmaction - INFO - Epoch [29][3340/3757] lr: 2.000e-03, eta: 7:41:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6013, loss: 1.6013 2020-06-25 11:38:42,549 - mmaction - INFO - Epoch [29][3360/3757] lr: 2.000e-03, eta: 7:41:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2588, loss: 1.2588 2020-06-25 11:38:48,524 - mmaction - INFO - Epoch [29][3380/3757] lr: 2.000e-03, eta: 7:41:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3212, loss: 1.3212 2020-06-25 11:38:54,521 - mmaction - INFO - Epoch [29][3400/3757] lr: 2.000e-03, eta: 7:41:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3483, loss: 1.3483 2020-06-25 11:39:00,522 - mmaction - INFO - Epoch [29][3420/3757] lr: 2.000e-03, eta: 7:41:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3693, loss: 1.3693 2020-06-25 11:39:06,507 - mmaction - INFO - Epoch [29][3440/3757] lr: 2.000e-03, eta: 7:41:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1891, loss: 1.1891 2020-06-25 11:39:12,485 - mmaction - INFO - Epoch [29][3460/3757] lr: 2.000e-03, eta: 7:40:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1742, loss: 1.1742 2020-06-25 11:39:18,446 - mmaction - INFO - Epoch [29][3480/3757] lr: 2.000e-03, eta: 7:40:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2618, loss: 1.2618 2020-06-25 11:39:24,428 - mmaction - INFO - Epoch [29][3500/3757] lr: 2.000e-03, eta: 7:40:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.2935, loss: 1.2935 2020-06-25 11:39:30,425 - mmaction - INFO - Epoch [29][3520/3757] lr: 2.000e-03, eta: 7:40:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2157, loss: 1.2157 2020-06-25 11:39:36,400 - mmaction - INFO - Epoch [29][3540/3757] lr: 2.000e-03, eta: 7:40:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4388, loss: 1.4388 2020-06-25 11:39:42,397 - mmaction - INFO - Epoch [29][3560/3757] lr: 2.000e-03, eta: 7:40:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4334, loss: 1.4334 2020-06-25 11:39:48,401 - mmaction - INFO - Epoch [29][3580/3757] lr: 2.000e-03, eta: 7:40:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3396, loss: 1.3396 2020-06-25 11:39:54,368 - mmaction - INFO - Epoch [29][3600/3757] lr: 2.000e-03, eta: 7:40:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3640, loss: 1.3640 2020-06-25 11:40:00,347 - mmaction - INFO - Epoch [29][3620/3757] lr: 2.000e-03, eta: 7:39:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9915, loss: 0.9915 2020-06-25 11:40:06,328 - mmaction - INFO - Epoch [29][3640/3757] lr: 2.000e-03, eta: 7:39:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.1011, loss: 1.1011 2020-06-25 11:40:12,304 - mmaction - INFO - Epoch [29][3660/3757] lr: 2.000e-03, eta: 7:39:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1509, loss: 1.1509 2020-06-25 11:40:18,284 - mmaction - INFO - Epoch [29][3680/3757] lr: 2.000e-03, eta: 7:39:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3632, loss: 1.3632 2020-06-25 11:40:24,270 - mmaction - INFO - Epoch [29][3700/3757] lr: 2.000e-03, eta: 7:39:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2076, loss: 1.2076 2020-06-25 11:40:30,277 - mmaction - INFO - Epoch [29][3720/3757] lr: 2.000e-03, eta: 7:39:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3593, loss: 1.3593 2020-06-25 11:40:36,249 - mmaction - INFO - Epoch [29][3740/3757] lr: 2.000e-03, eta: 7:39:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.2114, loss: 1.2114 2020-06-25 11:44:01,608 - mmaction - INFO - Epoch [30][20/3757] lr: 2.000e-03, eta: 7:41:08, time: 9.707, data_time: 9.298, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2975, loss: 1.2975 2020-06-25 11:44:07,660 - mmaction - INFO - Epoch [30][40/3757] lr: 2.000e-03, eta: 7:41:01, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2707, loss: 1.2707 2020-06-25 11:44:13,641 - mmaction - INFO - Epoch [30][60/3757] lr: 2.000e-03, eta: 7:40:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6802, loss: 1.6802 2020-06-25 11:44:19,593 - mmaction - INFO - Epoch [30][80/3757] lr: 2.000e-03, eta: 7:40:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1819, loss: 1.1819 2020-06-25 11:44:25,559 - mmaction - INFO - Epoch [30][100/3757] lr: 2.000e-03, eta: 7:40:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3590, loss: 1.3590 2020-06-25 11:44:31,566 - mmaction - INFO - Epoch [30][120/3757] lr: 2.000e-03, eta: 7:40:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1893, loss: 1.1893 2020-06-25 11:44:37,522 - mmaction - INFO - Epoch [30][140/3757] lr: 2.000e-03, eta: 7:40:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4781, loss: 1.4781 2020-06-25 11:44:43,479 - mmaction - INFO - Epoch [30][160/3757] lr: 2.000e-03, eta: 7:40:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.4698, loss: 1.4698 2020-06-25 11:44:49,451 - mmaction - INFO - Epoch [30][180/3757] lr: 2.000e-03, eta: 7:40:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3904, loss: 1.3904 2020-06-25 11:44:55,462 - mmaction - INFO - Epoch [30][200/3757] lr: 2.000e-03, eta: 7:39:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2297, loss: 1.2297 2020-06-25 11:45:01,452 - mmaction - INFO - Epoch [30][220/3757] lr: 2.000e-03, eta: 7:39:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2382, loss: 1.2382 2020-06-25 11:45:07,529 - mmaction - INFO - Epoch [30][240/3757] lr: 2.000e-03, eta: 7:39:43, time: 0.304, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4089, loss: 1.4089 2020-06-25 11:45:13,499 - mmaction - INFO - Epoch [30][260/3757] lr: 2.000e-03, eta: 7:39:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0928, loss: 1.0928 2020-06-25 11:45:19,519 - mmaction - INFO - Epoch [30][280/3757] lr: 2.000e-03, eta: 7:39:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.1673, loss: 1.1673 2020-06-25 11:45:25,523 - mmaction - INFO - Epoch [30][300/3757] lr: 2.000e-03, eta: 7:39:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3261, loss: 1.3261 2020-06-25 11:45:31,490 - mmaction - INFO - Epoch [30][320/3757] lr: 2.000e-03, eta: 7:39:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2051, loss: 1.2051 2020-06-25 11:45:37,470 - mmaction - INFO - Epoch [30][340/3757] lr: 2.000e-03, eta: 7:39:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.3833, loss: 1.3833 2020-06-25 11:45:43,448 - mmaction - INFO - Epoch [30][360/3757] lr: 2.000e-03, eta: 7:38:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2533, loss: 1.2533 2020-06-25 11:45:49,439 - mmaction - INFO - Epoch [30][380/3757] lr: 2.000e-03, eta: 7:38:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3272, loss: 1.3272 2020-06-25 11:45:55,462 - mmaction - INFO - Epoch [30][400/3757] lr: 2.000e-03, eta: 7:38:41, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3203, loss: 1.3203 2020-06-25 11:46:01,436 - mmaction - INFO - Epoch [30][420/3757] lr: 2.000e-03, eta: 7:38:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5571, loss: 1.5571 2020-06-25 11:46:07,409 - mmaction - INFO - Epoch [30][440/3757] lr: 2.000e-03, eta: 7:38:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3949, loss: 1.3949 2020-06-25 11:46:13,418 - mmaction - INFO - Epoch [30][460/3757] lr: 2.000e-03, eta: 7:38:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2687, loss: 1.2687 2020-06-25 11:46:19,411 - mmaction - INFO - Epoch [30][480/3757] lr: 2.000e-03, eta: 7:38:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.3974, loss: 1.3974 2020-06-25 11:46:25,392 - mmaction - INFO - Epoch [30][500/3757] lr: 2.000e-03, eta: 7:38:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2172, loss: 1.2172 2020-06-25 11:46:31,372 - mmaction - INFO - Epoch [30][520/3757] lr: 2.000e-03, eta: 7:37:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1963, loss: 1.1963 2020-06-25 11:46:37,357 - mmaction - INFO - Epoch [30][540/3757] lr: 2.000e-03, eta: 7:37:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1003, loss: 1.1003 2020-06-25 11:46:43,322 - mmaction - INFO - Epoch [30][560/3757] lr: 2.000e-03, eta: 7:37:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3155, loss: 1.3155 2020-06-25 11:46:49,315 - mmaction - INFO - Epoch [30][580/3757] lr: 2.000e-03, eta: 7:37:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0717, loss: 1.0717 2020-06-25 11:46:55,305 - mmaction - INFO - Epoch [30][600/3757] lr: 2.000e-03, eta: 7:37:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3623, loss: 1.3623 2020-06-25 11:47:01,275 - mmaction - INFO - Epoch [30][620/3757] lr: 2.000e-03, eta: 7:37:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1283, loss: 1.1283 2020-06-25 11:47:07,242 - mmaction - INFO - Epoch [30][640/3757] lr: 2.000e-03, eta: 7:37:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2192, loss: 1.2192 2020-06-25 11:47:13,235 - mmaction - INFO - Epoch [30][660/3757] lr: 2.000e-03, eta: 7:37:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2557, loss: 1.2557 2020-06-25 11:47:19,238 - mmaction - INFO - Epoch [30][680/3757] lr: 2.000e-03, eta: 7:36:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3736, loss: 1.3736 2020-06-25 11:47:25,232 - mmaction - INFO - Epoch [30][700/3757] lr: 2.000e-03, eta: 7:36:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3321, loss: 1.3321 2020-06-25 11:47:31,232 - mmaction - INFO - Epoch [30][720/3757] lr: 2.000e-03, eta: 7:36:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0536, loss: 1.0536 2020-06-25 11:47:37,203 - mmaction - INFO - Epoch [30][740/3757] lr: 2.000e-03, eta: 7:36:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3501, loss: 1.3501 2020-06-25 11:47:43,175 - mmaction - INFO - Epoch [30][760/3757] lr: 2.000e-03, eta: 7:36:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0258, loss: 1.0258 2020-06-25 11:47:49,155 - mmaction - INFO - Epoch [30][780/3757] lr: 2.000e-03, eta: 7:36:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3172, loss: 1.3172 2020-06-25 11:47:55,129 - mmaction - INFO - Epoch [30][800/3757] lr: 2.000e-03, eta: 7:36:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0702, loss: 1.0702 2020-06-25 11:48:01,100 - mmaction - INFO - Epoch [30][820/3757] lr: 2.000e-03, eta: 7:35:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3482, loss: 1.3482 2020-06-25 11:48:07,071 - mmaction - INFO - Epoch [30][840/3757] lr: 2.000e-03, eta: 7:35:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1026, loss: 1.1026 2020-06-25 11:48:13,046 - mmaction - INFO - Epoch [30][860/3757] lr: 2.000e-03, eta: 7:35:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1963, loss: 1.1963 2020-06-25 11:48:19,009 - mmaction - INFO - Epoch [30][880/3757] lr: 2.000e-03, eta: 7:35:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.3125, loss: 1.3125 2020-06-25 11:48:24,987 - mmaction - INFO - Epoch [30][900/3757] lr: 2.000e-03, eta: 7:35:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.5278, loss: 1.5278 2020-06-25 11:48:30,968 - mmaction - INFO - Epoch [30][920/3757] lr: 2.000e-03, eta: 7:35:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0935, loss: 1.0935 2020-06-25 11:48:36,958 - mmaction - INFO - Epoch [30][940/3757] lr: 2.000e-03, eta: 7:35:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3869, loss: 1.3869 2020-06-25 11:48:42,957 - mmaction - INFO - Epoch [30][960/3757] lr: 2.000e-03, eta: 7:35:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7431, loss: 1.7431 2020-06-25 11:48:48,946 - mmaction - INFO - Epoch [30][980/3757] lr: 2.000e-03, eta: 7:34:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3652, loss: 1.3652 2020-06-25 11:48:54,926 - mmaction - INFO - Epoch [30][1000/3757] lr: 2.000e-03, eta: 7:34:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4338, loss: 1.4338 2020-06-25 11:49:00,902 - mmaction - INFO - Epoch [30][1020/3757] lr: 2.000e-03, eta: 7:34:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9098, loss: 0.9098 2020-06-25 11:49:06,885 - mmaction - INFO - Epoch [30][1040/3757] lr: 2.000e-03, eta: 7:34:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2268, loss: 1.2268 2020-06-25 11:49:12,878 - mmaction - INFO - Epoch [30][1060/3757] lr: 2.000e-03, eta: 7:34:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2990, loss: 1.2990 2020-06-25 11:49:18,900 - mmaction - INFO - Epoch [30][1080/3757] lr: 2.000e-03, eta: 7:34:18, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0032, loss: 1.0032 2020-06-25 11:49:24,894 - mmaction - INFO - Epoch [30][1100/3757] lr: 2.000e-03, eta: 7:34:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1247, loss: 1.1247 2020-06-25 11:49:30,854 - mmaction - INFO - Epoch [30][1120/3757] lr: 2.000e-03, eta: 7:34:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3852, loss: 1.3852 2020-06-25 11:49:36,824 - mmaction - INFO - Epoch [30][1140/3757] lr: 2.000e-03, eta: 7:33:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1991, loss: 1.1991 2020-06-25 11:49:42,838 - mmaction - INFO - Epoch [30][1160/3757] lr: 2.000e-03, eta: 7:33:47, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1348, loss: 1.1348 2020-06-25 11:49:48,801 - mmaction - INFO - Epoch [30][1180/3757] lr: 2.000e-03, eta: 7:33:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3440, loss: 1.3440 2020-06-25 11:49:54,798 - mmaction - INFO - Epoch [30][1200/3757] lr: 2.000e-03, eta: 7:33:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6879, loss: 1.6879 2020-06-25 11:50:00,804 - mmaction - INFO - Epoch [30][1220/3757] lr: 2.000e-03, eta: 7:33:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9250, loss_cls: 1.1501, loss: 1.1501 2020-06-25 11:50:06,776 - mmaction - INFO - Epoch [30][1240/3757] lr: 2.000e-03, eta: 7:33:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3967, loss: 1.3967 2020-06-25 11:50:13,494 - mmaction - INFO - Epoch [30][1260/3757] lr: 2.000e-03, eta: 7:33:09, time: 0.335, data_time: 0.002, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2033, loss: 1.2033 2020-06-25 11:50:19,516 - mmaction - INFO - Epoch [30][1280/3757] lr: 2.000e-03, eta: 7:33:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.3181, loss: 1.3181 2020-06-25 11:50:25,506 - mmaction - INFO - Epoch [30][1300/3757] lr: 2.000e-03, eta: 7:32:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1802, loss: 1.1802 2020-06-25 11:50:31,470 - mmaction - INFO - Epoch [30][1320/3757] lr: 2.000e-03, eta: 7:32:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.3857, loss: 1.3857 2020-06-25 11:50:37,464 - mmaction - INFO - Epoch [30][1340/3757] lr: 2.000e-03, eta: 7:32:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2681, loss: 1.2681 2020-06-25 11:50:43,431 - mmaction - INFO - Epoch [30][1360/3757] lr: 2.000e-03, eta: 7:32:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1543, loss: 1.1543 2020-06-25 11:50:49,420 - mmaction - INFO - Epoch [30][1380/3757] lr: 2.000e-03, eta: 7:32:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3348, loss: 1.3348 2020-06-25 11:50:55,422 - mmaction - INFO - Epoch [30][1400/3757] lr: 2.000e-03, eta: 7:32:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0448, loss: 1.0448 2020-06-25 11:51:01,418 - mmaction - INFO - Epoch [30][1420/3757] lr: 2.000e-03, eta: 7:32:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2421, loss: 1.2421 2020-06-25 11:51:07,409 - mmaction - INFO - Epoch [30][1440/3757] lr: 2.000e-03, eta: 7:31:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2625, loss: 1.2625 2020-06-25 11:51:13,368 - mmaction - INFO - Epoch [30][1460/3757] lr: 2.000e-03, eta: 7:31:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4462, loss: 1.4462 2020-06-25 11:51:19,332 - mmaction - INFO - Epoch [30][1480/3757] lr: 2.000e-03, eta: 7:31:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4061, loss: 1.4061 2020-06-25 11:51:25,343 - mmaction - INFO - Epoch [30][1500/3757] lr: 2.000e-03, eta: 7:31:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3943, loss: 1.3943 2020-06-25 11:51:31,296 - mmaction - INFO - Epoch [30][1520/3757] lr: 2.000e-03, eta: 7:31:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1628, loss: 1.1628 2020-06-25 11:51:50,518 - mmaction - INFO - Epoch [30][1540/3757] lr: 2.000e-03, eta: 7:31:30, time: 0.961, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2720, loss: 1.2720 2020-06-25 11:51:56,554 - mmaction - INFO - Epoch [30][1560/3757] lr: 2.000e-03, eta: 7:31:22, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4105, loss: 1.4105 2020-06-25 11:52:02,540 - mmaction - INFO - Epoch [30][1580/3757] lr: 2.000e-03, eta: 7:31:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1973, loss: 1.1973 2020-06-25 11:52:08,554 - mmaction - INFO - Epoch [30][1600/3757] lr: 2.000e-03, eta: 7:31:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.1701, loss: 1.1701 2020-06-25 11:52:14,573 - mmaction - INFO - Epoch [30][1620/3757] lr: 2.000e-03, eta: 7:30:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2220, loss: 1.2220 2020-06-25 11:52:20,550 - mmaction - INFO - Epoch [30][1640/3757] lr: 2.000e-03, eta: 7:30:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3780, loss: 1.3780 2020-06-25 11:52:26,524 - mmaction - INFO - Epoch [30][1660/3757] lr: 2.000e-03, eta: 7:30:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4759, loss: 1.4759 2020-06-25 11:52:32,510 - mmaction - INFO - Epoch [30][1680/3757] lr: 2.000e-03, eta: 7:30:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.4594, loss: 1.4594 2020-06-25 11:52:38,495 - mmaction - INFO - Epoch [30][1700/3757] lr: 2.000e-03, eta: 7:30:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3742, loss: 1.3742 2020-06-25 11:52:44,487 - mmaction - INFO - Epoch [30][1720/3757] lr: 2.000e-03, eta: 7:30:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0686, loss: 1.0686 2020-06-25 11:52:50,469 - mmaction - INFO - Epoch [30][1740/3757] lr: 2.000e-03, eta: 7:30:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2509, loss: 1.2509 2020-06-25 11:52:56,438 - mmaction - INFO - Epoch [30][1760/3757] lr: 2.000e-03, eta: 7:30:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3746, loss: 1.3746 2020-06-25 11:53:02,441 - mmaction - INFO - Epoch [30][1780/3757] lr: 2.000e-03, eta: 7:29:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2801, loss: 1.2801 2020-06-25 11:53:08,433 - mmaction - INFO - Epoch [30][1800/3757] lr: 2.000e-03, eta: 7:29:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1864, loss: 1.1864 2020-06-25 11:53:14,434 - mmaction - INFO - Epoch [30][1820/3757] lr: 2.000e-03, eta: 7:29:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2848, loss: 1.2848 2020-06-25 11:53:20,444 - mmaction - INFO - Epoch [30][1840/3757] lr: 2.000e-03, eta: 7:29:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3892, loss: 1.3892 2020-06-25 11:53:26,437 - mmaction - INFO - Epoch [30][1860/3757] lr: 2.000e-03, eta: 7:29:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2750, loss: 1.2750 2020-06-25 11:53:32,441 - mmaction - INFO - Epoch [30][1880/3757] lr: 2.000e-03, eta: 7:29:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3501, loss: 1.3501 2020-06-25 11:53:38,455 - mmaction - INFO - Epoch [30][1900/3757] lr: 2.000e-03, eta: 7:29:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8938, loss_cls: 1.4042, loss: 1.4042 2020-06-25 11:53:44,419 - mmaction - INFO - Epoch [30][1920/3757] lr: 2.000e-03, eta: 7:29:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1802, loss: 1.1802 2020-06-25 11:53:50,403 - mmaction - INFO - Epoch [30][1940/3757] lr: 2.000e-03, eta: 7:28:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2448, loss: 1.2448 2020-06-25 11:53:56,368 - mmaction - INFO - Epoch [30][1960/3757] lr: 2.000e-03, eta: 7:28:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.4493, loss: 1.4493 2020-06-25 11:54:02,338 - mmaction - INFO - Epoch [30][1980/3757] lr: 2.000e-03, eta: 7:28:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2669, loss: 1.2669 2020-06-25 11:54:08,321 - mmaction - INFO - Epoch [30][2000/3757] lr: 2.000e-03, eta: 7:28:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1590, loss: 1.1590 2020-06-25 11:54:14,325 - mmaction - INFO - Epoch [30][2020/3757] lr: 2.000e-03, eta: 7:28:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3303, loss: 1.3303 2020-06-25 11:54:20,306 - mmaction - INFO - Epoch [30][2040/3757] lr: 2.000e-03, eta: 7:28:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3777, loss: 1.3777 2020-06-25 11:54:26,299 - mmaction - INFO - Epoch [30][2060/3757] lr: 2.000e-03, eta: 7:28:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2958, loss: 1.2958 2020-06-25 11:54:32,284 - mmaction - INFO - Epoch [30][2080/3757] lr: 2.000e-03, eta: 7:28:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1891, loss: 1.1891 2020-06-25 11:54:38,248 - mmaction - INFO - Epoch [30][2100/3757] lr: 2.000e-03, eta: 7:27:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1095, loss: 1.1095 2020-06-25 11:54:44,237 - mmaction - INFO - Epoch [30][2120/3757] lr: 2.000e-03, eta: 7:27:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0607, loss: 1.0607 2020-06-25 11:54:50,229 - mmaction - INFO - Epoch [30][2140/3757] lr: 2.000e-03, eta: 7:27:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2849, loss: 1.2849 2020-06-25 11:54:56,194 - mmaction - INFO - Epoch [30][2160/3757] lr: 2.000e-03, eta: 7:27:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1608, loss: 1.1608 2020-06-25 11:55:02,434 - mmaction - INFO - Epoch [30][2180/3757] lr: 2.000e-03, eta: 7:27:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4040, loss: 1.4040 2020-06-25 11:55:08,559 - mmaction - INFO - Epoch [30][2200/3757] lr: 2.000e-03, eta: 7:27:16, time: 0.319, data_time: 0.014, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5039, loss: 1.5039 2020-06-25 11:55:14,525 - mmaction - INFO - Epoch [30][2220/3757] lr: 2.000e-03, eta: 7:27:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.3824, loss: 1.3824 2020-06-25 11:55:20,502 - mmaction - INFO - Epoch [30][2240/3757] lr: 2.000e-03, eta: 7:27:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4144, loss: 1.4144 2020-06-25 11:55:26,489 - mmaction - INFO - Epoch [30][2260/3757] lr: 2.000e-03, eta: 7:26:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3493, loss: 1.3493 2020-06-25 11:55:32,464 - mmaction - INFO - Epoch [30][2280/3757] lr: 2.000e-03, eta: 7:26:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.7875, loss_cls: 1.5950, loss: 1.5950 2020-06-25 11:55:38,419 - mmaction - INFO - Epoch [30][2300/3757] lr: 2.000e-03, eta: 7:26:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3677, loss: 1.3677 2020-06-25 11:55:44,413 - mmaction - INFO - Epoch [30][2320/3757] lr: 2.000e-03, eta: 7:26:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4347, loss: 1.4347 2020-06-25 11:55:50,381 - mmaction - INFO - Epoch [30][2340/3757] lr: 2.000e-03, eta: 7:26:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4922, loss: 1.4922 2020-06-25 11:55:56,390 - mmaction - INFO - Epoch [30][2360/3757] lr: 2.000e-03, eta: 7:26:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4077, loss: 1.4077 2020-06-25 11:56:02,399 - mmaction - INFO - Epoch [30][2380/3757] lr: 2.000e-03, eta: 7:26:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0417, loss: 1.0417 2020-06-25 11:56:08,392 - mmaction - INFO - Epoch [30][2400/3757] lr: 2.000e-03, eta: 7:25:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.3148, loss: 1.3148 2020-06-25 11:56:14,387 - mmaction - INFO - Epoch [30][2420/3757] lr: 2.000e-03, eta: 7:25:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3157, loss: 1.3157 2020-06-25 11:56:20,649 - mmaction - INFO - Epoch [30][2440/3757] lr: 2.000e-03, eta: 7:25:44, time: 0.313, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.4213, loss: 1.4213 2020-06-25 11:56:27,114 - mmaction - INFO - Epoch [30][2460/3757] lr: 2.000e-03, eta: 7:25:37, time: 0.324, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2835, loss: 1.2835 2020-06-25 11:56:33,072 - mmaction - INFO - Epoch [30][2480/3757] lr: 2.000e-03, eta: 7:25:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4918, loss: 1.4918 2020-06-25 11:56:39,036 - mmaction - INFO - Epoch [30][2500/3757] lr: 2.000e-03, eta: 7:25:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4121, loss: 1.4121 2020-06-25 11:56:45,334 - mmaction - INFO - Epoch [30][2520/3757] lr: 2.000e-03, eta: 7:25:14, time: 0.315, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3536, loss: 1.3536 2020-06-25 11:56:54,447 - mmaction - INFO - Epoch [30][2540/3757] lr: 2.000e-03, eta: 7:25:08, time: 0.456, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3788, loss: 1.3788 2020-06-25 11:57:00,446 - mmaction - INFO - Epoch [30][2560/3757] lr: 2.000e-03, eta: 7:25:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2525, loss: 1.2525 2020-06-25 11:57:06,429 - mmaction - INFO - Epoch [30][2580/3757] lr: 2.000e-03, eta: 7:24:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3176, loss: 1.3176 2020-06-25 11:57:12,413 - mmaction - INFO - Epoch [30][2600/3757] lr: 2.000e-03, eta: 7:24:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1988, loss: 1.1988 2020-06-25 11:57:19,162 - mmaction - INFO - Epoch [30][2620/3757] lr: 2.000e-03, eta: 7:24:38, time: 0.338, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4081, loss: 1.4081 2020-06-25 11:57:25,146 - mmaction - INFO - Epoch [30][2640/3757] lr: 2.000e-03, eta: 7:24:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3019, loss: 1.3019 2020-06-25 11:57:31,125 - mmaction - INFO - Epoch [30][2660/3757] lr: 2.000e-03, eta: 7:24:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3336, loss: 1.3336 2020-06-25 11:57:37,124 - mmaction - INFO - Epoch [30][2680/3757] lr: 2.000e-03, eta: 7:24:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5475, loss: 1.5475 2020-06-25 11:57:43,124 - mmaction - INFO - Epoch [30][2700/3757] lr: 2.000e-03, eta: 7:24:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.5240, loss: 1.5240 2020-06-25 11:57:49,137 - mmaction - INFO - Epoch [30][2720/3757] lr: 2.000e-03, eta: 7:24:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3231, loss: 1.3231 2020-06-25 11:57:55,127 - mmaction - INFO - Epoch [30][2740/3757] lr: 2.000e-03, eta: 7:23:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2879, loss: 1.2879 2020-06-25 11:58:01,108 - mmaction - INFO - Epoch [30][2760/3757] lr: 2.000e-03, eta: 7:23:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3405, loss: 1.3405 2020-06-25 11:58:07,103 - mmaction - INFO - Epoch [30][2780/3757] lr: 2.000e-03, eta: 7:23:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2171, loss: 1.2171 2020-06-25 11:58:13,106 - mmaction - INFO - Epoch [30][2800/3757] lr: 2.000e-03, eta: 7:23:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2850, loss: 1.2850 2020-06-25 11:58:19,105 - mmaction - INFO - Epoch [30][2820/3757] lr: 2.000e-03, eta: 7:23:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.2995, loss: 1.2995 2020-06-25 11:58:25,111 - mmaction - INFO - Epoch [30][2840/3757] lr: 2.000e-03, eta: 7:23:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.2401, loss: 1.2401 2020-06-25 11:58:31,097 - mmaction - INFO - Epoch [30][2860/3757] lr: 2.000e-03, eta: 7:23:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3165, loss: 1.3165 2020-06-25 11:58:37,082 - mmaction - INFO - Epoch [30][2880/3757] lr: 2.000e-03, eta: 7:22:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.5061, loss: 1.5061 2020-06-25 11:58:43,094 - mmaction - INFO - Epoch [30][2900/3757] lr: 2.000e-03, eta: 7:22:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0540, loss: 1.0540 2020-06-25 11:58:49,100 - mmaction - INFO - Epoch [30][2920/3757] lr: 2.000e-03, eta: 7:22:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4216, loss: 1.4216 2020-06-25 11:58:55,072 - mmaction - INFO - Epoch [30][2940/3757] lr: 2.000e-03, eta: 7:22:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5311, loss: 1.5311 2020-06-25 11:59:01,086 - mmaction - INFO - Epoch [30][2960/3757] lr: 2.000e-03, eta: 7:22:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0821, loss: 1.0821 2020-06-25 11:59:07,096 - mmaction - INFO - Epoch [30][2980/3757] lr: 2.000e-03, eta: 7:22:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3534, loss: 1.3534 2020-06-25 11:59:13,075 - mmaction - INFO - Epoch [30][3000/3757] lr: 2.000e-03, eta: 7:22:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4677, loss: 1.4677 2020-06-25 11:59:19,047 - mmaction - INFO - Epoch [30][3020/3757] lr: 2.000e-03, eta: 7:22:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1127, loss: 1.1127 2020-06-25 11:59:25,015 - mmaction - INFO - Epoch [30][3040/3757] lr: 2.000e-03, eta: 7:21:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0493, loss: 1.0493 2020-06-25 11:59:30,984 - mmaction - INFO - Epoch [30][3060/3757] lr: 2.000e-03, eta: 7:21:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4414, loss: 1.4414 2020-06-25 11:59:37,013 - mmaction - INFO - Epoch [30][3080/3757] lr: 2.000e-03, eta: 7:21:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4429, loss: 1.4429 2020-06-25 11:59:42,956 - mmaction - INFO - Epoch [30][3100/3757] lr: 2.000e-03, eta: 7:21:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2838, loss: 1.2838 2020-06-25 11:59:48,935 - mmaction - INFO - Epoch [30][3120/3757] lr: 2.000e-03, eta: 7:21:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.2032, loss: 1.2032 2020-06-25 11:59:54,912 - mmaction - INFO - Epoch [30][3140/3757] lr: 2.000e-03, eta: 7:21:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2579, loss: 1.2579 2020-06-25 12:00:00,871 - mmaction - INFO - Epoch [30][3160/3757] lr: 2.000e-03, eta: 7:21:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.3791, loss: 1.3791 2020-06-25 12:00:10,274 - mmaction - INFO - Epoch [30][3180/3757] lr: 2.000e-03, eta: 7:21:05, time: 0.469, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.2838, loss: 1.2838 2020-06-25 12:00:16,253 - mmaction - INFO - Epoch [30][3200/3757] lr: 2.000e-03, eta: 7:20:58, time: 0.300, data_time: 0.003, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3285, loss: 1.3285 2020-06-25 12:00:22,259 - mmaction - INFO - Epoch [30][3220/3757] lr: 2.000e-03, eta: 7:20:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5249, loss: 1.5249 2020-06-25 12:00:28,238 - mmaction - INFO - Epoch [30][3240/3757] lr: 2.000e-03, eta: 7:20:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3421, loss: 1.3421 2020-06-25 12:00:34,244 - mmaction - INFO - Epoch [30][3260/3757] lr: 2.000e-03, eta: 7:20:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6321, loss: 1.6321 2020-06-25 12:00:40,221 - mmaction - INFO - Epoch [30][3280/3757] lr: 2.000e-03, eta: 7:20:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2696, loss: 1.2696 2020-06-25 12:00:46,218 - mmaction - INFO - Epoch [30][3300/3757] lr: 2.000e-03, eta: 7:20:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2604, loss: 1.2604 2020-06-25 12:00:52,222 - mmaction - INFO - Epoch [30][3320/3757] lr: 2.000e-03, eta: 7:20:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9375, loss_cls: 1.1122, loss: 1.1122 2020-06-25 12:00:58,214 - mmaction - INFO - Epoch [30][3340/3757] lr: 2.000e-03, eta: 7:20:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3743, loss: 1.3743 2020-06-25 12:01:04,208 - mmaction - INFO - Epoch [30][3360/3757] lr: 2.000e-03, eta: 7:19:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2132, loss: 1.2132 2020-06-25 12:01:10,183 - mmaction - INFO - Epoch [30][3380/3757] lr: 2.000e-03, eta: 7:19:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3519, loss: 1.3519 2020-06-25 12:01:16,145 - mmaction - INFO - Epoch [30][3400/3757] lr: 2.000e-03, eta: 7:19:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2762, loss: 1.2762 2020-06-25 12:01:22,159 - mmaction - INFO - Epoch [30][3420/3757] lr: 2.000e-03, eta: 7:19:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.2991, loss: 1.2991 2020-06-25 12:01:28,175 - mmaction - INFO - Epoch [30][3440/3757] lr: 2.000e-03, eta: 7:19:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4010, loss: 1.4010 2020-06-25 12:01:34,151 - mmaction - INFO - Epoch [30][3460/3757] lr: 2.000e-03, eta: 7:19:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2877, loss: 1.2877 2020-06-25 12:01:40,145 - mmaction - INFO - Epoch [30][3480/3757] lr: 2.000e-03, eta: 7:19:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3555, loss: 1.3555 2020-06-25 12:01:46,146 - mmaction - INFO - Epoch [30][3500/3757] lr: 2.000e-03, eta: 7:19:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8125, loss_cls: 1.4186, loss: 1.4186 2020-06-25 12:01:52,123 - mmaction - INFO - Epoch [30][3520/3757] lr: 2.000e-03, eta: 7:18:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3417, loss: 1.3417 2020-06-25 12:01:58,074 - mmaction - INFO - Epoch [30][3540/3757] lr: 2.000e-03, eta: 7:18:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3201, loss: 1.3201 2020-06-25 12:02:04,060 - mmaction - INFO - Epoch [30][3560/3757] lr: 2.000e-03, eta: 7:18:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3035, loss: 1.3035 2020-06-25 12:02:10,101 - mmaction - INFO - Epoch [30][3580/3757] lr: 2.000e-03, eta: 7:18:32, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2541, loss: 1.2541 2020-06-25 12:02:16,098 - mmaction - INFO - Epoch [30][3600/3757] lr: 2.000e-03, eta: 7:18:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3758, loss: 1.3758 2020-06-25 12:02:22,103 - mmaction - INFO - Epoch [30][3620/3757] lr: 2.000e-03, eta: 7:18:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2279, loss: 1.2279 2020-06-25 12:02:28,077 - mmaction - INFO - Epoch [30][3640/3757] lr: 2.000e-03, eta: 7:18:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4077, loss: 1.4077 2020-06-25 12:02:34,031 - mmaction - INFO - Epoch [30][3660/3757] lr: 2.000e-03, eta: 7:18:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0261, loss: 1.0261 2020-06-25 12:02:40,053 - mmaction - INFO - Epoch [30][3680/3757] lr: 2.000e-03, eta: 7:17:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4054, loss: 1.4054 2020-06-25 12:02:46,044 - mmaction - INFO - Epoch [30][3700/3757] lr: 2.000e-03, eta: 7:17:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.4190, loss: 1.4190 2020-06-25 12:02:51,997 - mmaction - INFO - Epoch [30][3720/3757] lr: 2.000e-03, eta: 7:17:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3976, loss: 1.3976 2020-06-25 12:02:57,996 - mmaction - INFO - Epoch [30][3740/3757] lr: 2.000e-03, eta: 7:17:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3684, loss: 1.3684 2020-06-25 12:03:09,537 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-06-25 12:08:05,110 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 12:08:05,831 - mmaction - INFO - top1_acc 0.6840 top5_acc 0.8848 2020-06-25 12:08:05,831 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 12:08:05,886 - mmaction - INFO - mean_acc 0.6841 2020-06-25 12:08:05,893 - mmaction - INFO - Epoch [30][3757/3757] lr: 2.000e-03, top1_acc: 0.6840, top5_acc: 0.8848, mean_class_accuracy: 0.6841 2020-06-25 12:10:43,167 - mmaction - INFO - Epoch [31][20/3757] lr: 2.000e-03, eta: 7:18:54, time: 7.861, data_time: 7.453, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3256, loss: 1.3256 2020-06-25 12:10:49,206 - mmaction - INFO - Epoch [31][40/3757] lr: 2.000e-03, eta: 7:18:47, time: 0.303, data_time: 0.003, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2999, loss: 1.2999 2020-06-25 12:10:55,223 - mmaction - INFO - Epoch [31][60/3757] lr: 2.000e-03, eta: 7:18:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3072, loss: 1.3072 2020-06-25 12:11:01,224 - mmaction - INFO - Epoch [31][80/3757] lr: 2.000e-03, eta: 7:18:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9187, loss_cls: 1.1888, loss: 1.1888 2020-06-25 12:11:07,203 - mmaction - INFO - Epoch [31][100/3757] lr: 2.000e-03, eta: 7:18:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1842, loss: 1.1842 2020-06-25 12:11:13,212 - mmaction - INFO - Epoch [31][120/3757] lr: 2.000e-03, eta: 7:18:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4801, loss: 1.4801 2020-06-25 12:11:19,196 - mmaction - INFO - Epoch [31][140/3757] lr: 2.000e-03, eta: 7:18:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3485, loss: 1.3485 2020-06-25 12:11:25,200 - mmaction - INFO - Epoch [31][160/3757] lr: 2.000e-03, eta: 7:18:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2739, loss: 1.2739 2020-06-25 12:11:31,211 - mmaction - INFO - Epoch [31][180/3757] lr: 2.000e-03, eta: 7:17:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4098, loss: 1.4098 2020-06-25 12:11:37,199 - mmaction - INFO - Epoch [31][200/3757] lr: 2.000e-03, eta: 7:17:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3541, loss: 1.3541 2020-06-25 12:11:43,184 - mmaction - INFO - Epoch [31][220/3757] lr: 2.000e-03, eta: 7:17:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1802, loss: 1.1802 2020-06-25 12:11:49,163 - mmaction - INFO - Epoch [31][240/3757] lr: 2.000e-03, eta: 7:17:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2736, loss: 1.2736 2020-06-25 12:11:55,151 - mmaction - INFO - Epoch [31][260/3757] lr: 2.000e-03, eta: 7:17:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6107, loss: 1.6107 2020-06-25 12:12:01,146 - mmaction - INFO - Epoch [31][280/3757] lr: 2.000e-03, eta: 7:17:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941 2020-06-25 12:12:07,130 - mmaction - INFO - Epoch [31][300/3757] lr: 2.000e-03, eta: 7:17:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4108, loss: 1.4108 2020-06-25 12:12:13,111 - mmaction - INFO - Epoch [31][320/3757] lr: 2.000e-03, eta: 7:16:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4347, loss: 1.4347 2020-06-25 12:12:19,075 - mmaction - INFO - Epoch [31][340/3757] lr: 2.000e-03, eta: 7:16:51, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3911, loss: 1.3911 2020-06-25 12:12:25,056 - mmaction - INFO - Epoch [31][360/3757] lr: 2.000e-03, eta: 7:16:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1292, loss: 1.1292 2020-06-25 12:12:30,999 - mmaction - INFO - Epoch [31][380/3757] lr: 2.000e-03, eta: 7:16:36, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0998, loss: 1.0998 2020-06-25 12:12:36,979 - mmaction - INFO - Epoch [31][400/3757] lr: 2.000e-03, eta: 7:16:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0999, loss: 1.0999 2020-06-25 12:12:42,970 - mmaction - INFO - Epoch [31][420/3757] lr: 2.000e-03, eta: 7:16:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.1417, loss: 1.1417 2020-06-25 12:12:48,987 - mmaction - INFO - Epoch [31][440/3757] lr: 2.000e-03, eta: 7:16:13, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4134, loss: 1.4134 2020-06-25 12:12:55,011 - mmaction - INFO - Epoch [31][460/3757] lr: 2.000e-03, eta: 7:16:05, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4154, loss: 1.4154 2020-06-25 12:13:01,011 - mmaction - INFO - Epoch [31][480/3757] lr: 2.000e-03, eta: 7:15:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4239, loss: 1.4239 2020-06-25 12:13:06,989 - mmaction - INFO - Epoch [31][500/3757] lr: 2.000e-03, eta: 7:15:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3163, loss: 1.3163 2020-06-25 12:13:12,959 - mmaction - INFO - Epoch [31][520/3757] lr: 2.000e-03, eta: 7:15:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3227, loss: 1.3227 2020-06-25 12:13:18,923 - mmaction - INFO - Epoch [31][540/3757] lr: 2.000e-03, eta: 7:15:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3055, loss: 1.3055 2020-06-25 12:13:24,924 - mmaction - INFO - Epoch [31][560/3757] lr: 2.000e-03, eta: 7:15:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.2558, loss: 1.2558 2020-06-25 12:13:30,923 - mmaction - INFO - Epoch [31][580/3757] lr: 2.000e-03, eta: 7:15:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2179, loss: 1.2179 2020-06-25 12:13:36,902 - mmaction - INFO - Epoch [31][600/3757] lr: 2.000e-03, eta: 7:15:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4724, loss: 1.4724 2020-06-25 12:13:42,892 - mmaction - INFO - Epoch [31][620/3757] lr: 2.000e-03, eta: 7:15:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1555, loss: 1.1555 2020-06-25 12:13:48,883 - mmaction - INFO - Epoch [31][640/3757] lr: 2.000e-03, eta: 7:14:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2921, loss: 1.2921 2020-06-25 12:13:54,866 - mmaction - INFO - Epoch [31][660/3757] lr: 2.000e-03, eta: 7:14:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2601, loss: 1.2601 2020-06-25 12:14:00,879 - mmaction - INFO - Epoch [31][680/3757] lr: 2.000e-03, eta: 7:14:41, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3175, loss: 1.3175 2020-06-25 12:14:06,868 - mmaction - INFO - Epoch [31][700/3757] lr: 2.000e-03, eta: 7:14:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1479, loss: 1.1479 2020-06-25 12:14:12,852 - mmaction - INFO - Epoch [31][720/3757] lr: 2.000e-03, eta: 7:14:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0390, loss: 1.0390 2020-06-25 12:14:18,832 - mmaction - INFO - Epoch [31][740/3757] lr: 2.000e-03, eta: 7:14:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3567, loss: 1.3567 2020-06-25 12:14:24,820 - mmaction - INFO - Epoch [31][760/3757] lr: 2.000e-03, eta: 7:14:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1605, loss: 1.1605 2020-06-25 12:14:30,817 - mmaction - INFO - Epoch [31][780/3757] lr: 2.000e-03, eta: 7:14:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1828, loss: 1.1828 2020-06-25 12:14:36,816 - mmaction - INFO - Epoch [31][800/3757] lr: 2.000e-03, eta: 7:13:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3819, loss: 1.3819 2020-06-25 12:14:42,817 - mmaction - INFO - Epoch [31][820/3757] lr: 2.000e-03, eta: 7:13:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3335, loss: 1.3335 2020-06-25 12:14:48,817 - mmaction - INFO - Epoch [31][840/3757] lr: 2.000e-03, eta: 7:13:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121 2020-06-25 12:14:54,817 - mmaction - INFO - Epoch [31][860/3757] lr: 2.000e-03, eta: 7:13:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2426, loss: 1.2426 2020-06-25 12:15:00,797 - mmaction - INFO - Epoch [31][880/3757] lr: 2.000e-03, eta: 7:13:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5505, loss: 1.5505 2020-06-25 12:15:06,942 - mmaction - INFO - Epoch [31][900/3757] lr: 2.000e-03, eta: 7:13:16, time: 0.307, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5261, loss: 1.5261 2020-06-25 12:15:13,357 - mmaction - INFO - Epoch [31][920/3757] lr: 2.000e-03, eta: 7:13:09, time: 0.321, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3471, loss: 1.3471 2020-06-25 12:15:19,349 - mmaction - INFO - Epoch [31][940/3757] lr: 2.000e-03, eta: 7:13:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2433, loss: 1.2433 2020-06-25 12:15:25,327 - mmaction - INFO - Epoch [31][960/3757] lr: 2.000e-03, eta: 7:12:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8063, loss_cls: 1.5377, loss: 1.5377 2020-06-25 12:15:31,303 - mmaction - INFO - Epoch [31][980/3757] lr: 2.000e-03, eta: 7:12:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5219, loss: 1.5219 2020-06-25 12:15:37,304 - mmaction - INFO - Epoch [31][1000/3757] lr: 2.000e-03, eta: 7:12:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0464, loss: 1.0464 2020-06-25 12:15:43,325 - mmaction - INFO - Epoch [31][1020/3757] lr: 2.000e-03, eta: 7:12:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5060, loss: 1.5060 2020-06-25 12:15:49,313 - mmaction - INFO - Epoch [31][1040/3757] lr: 2.000e-03, eta: 7:12:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4045, loss: 1.4045 2020-06-25 12:15:55,291 - mmaction - INFO - Epoch [31][1060/3757] lr: 2.000e-03, eta: 7:12:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4342, loss: 1.4342 2020-06-25 12:16:01,278 - mmaction - INFO - Epoch [31][1080/3757] lr: 2.000e-03, eta: 7:12:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1127, loss: 1.1127 2020-06-25 12:16:07,276 - mmaction - INFO - Epoch [31][1100/3757] lr: 2.000e-03, eta: 7:12:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4038, loss: 1.4038 2020-06-25 12:16:13,250 - mmaction - INFO - Epoch [31][1120/3757] lr: 2.000e-03, eta: 7:11:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2845, loss: 1.2845 2020-06-25 12:16:19,259 - mmaction - INFO - Epoch [31][1140/3757] lr: 2.000e-03, eta: 7:11:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2547, loss: 1.2547 2020-06-25 12:16:25,246 - mmaction - INFO - Epoch [31][1160/3757] lr: 2.000e-03, eta: 7:11:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.1992, loss: 1.1992 2020-06-25 12:16:31,221 - mmaction - INFO - Epoch [31][1180/3757] lr: 2.000e-03, eta: 7:11:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4797, loss: 1.4797 2020-06-25 12:16:37,224 - mmaction - INFO - Epoch [31][1200/3757] lr: 2.000e-03, eta: 7:11:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5121, loss: 1.5121 2020-06-25 12:16:43,228 - mmaction - INFO - Epoch [31][1220/3757] lr: 2.000e-03, eta: 7:11:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3756, loss: 1.3756 2020-06-25 12:16:49,226 - mmaction - INFO - Epoch [31][1240/3757] lr: 2.000e-03, eta: 7:11:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3066, loss: 1.3066 2020-06-25 12:16:55,514 - mmaction - INFO - Epoch [31][1260/3757] lr: 2.000e-03, eta: 7:10:59, time: 0.314, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5326, loss: 1.5326 2020-06-25 12:17:01,543 - mmaction - INFO - Epoch [31][1280/3757] lr: 2.000e-03, eta: 7:10:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3837, loss: 1.3837 2020-06-25 12:17:07,536 - mmaction - INFO - Epoch [31][1300/3757] lr: 2.000e-03, eta: 7:10:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0776, loss: 1.0776 2020-06-25 12:17:13,509 - mmaction - INFO - Epoch [31][1320/3757] lr: 2.000e-03, eta: 7:10:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3920, loss: 1.3920 2020-06-25 12:17:19,472 - mmaction - INFO - Epoch [31][1340/3757] lr: 2.000e-03, eta: 7:10:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3126, loss: 1.3126 2020-06-25 12:17:25,450 - mmaction - INFO - Epoch [31][1360/3757] lr: 2.000e-03, eta: 7:10:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3694, loss: 1.3694 2020-06-25 12:17:31,437 - mmaction - INFO - Epoch [31][1380/3757] lr: 2.000e-03, eta: 7:10:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3719, loss: 1.3719 2020-06-25 12:17:37,440 - mmaction - INFO - Epoch [31][1400/3757] lr: 2.000e-03, eta: 7:10:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2213, loss: 1.2213 2020-06-25 12:17:43,446 - mmaction - INFO - Epoch [31][1420/3757] lr: 2.000e-03, eta: 7:09:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3894, loss: 1.3894 2020-06-25 12:17:49,446 - mmaction - INFO - Epoch [31][1440/3757] lr: 2.000e-03, eta: 7:09:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 0.9860, loss: 0.9860 2020-06-25 12:17:55,453 - mmaction - INFO - Epoch [31][1460/3757] lr: 2.000e-03, eta: 7:09:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0249, loss: 1.0249 2020-06-25 12:18:01,463 - mmaction - INFO - Epoch [31][1480/3757] lr: 2.000e-03, eta: 7:09:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2419, loss: 1.2419 2020-06-25 12:18:07,449 - mmaction - INFO - Epoch [31][1500/3757] lr: 2.000e-03, eta: 7:09:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1650, loss: 1.1650 2020-06-25 12:18:13,434 - mmaction - INFO - Epoch [31][1520/3757] lr: 2.000e-03, eta: 7:09:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1913, loss: 1.1913 2020-06-25 12:18:19,431 - mmaction - INFO - Epoch [31][1540/3757] lr: 2.000e-03, eta: 7:09:12, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2255, loss: 1.2255 2020-06-25 12:18:25,438 - mmaction - INFO - Epoch [31][1560/3757] lr: 2.000e-03, eta: 7:09:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3900, loss: 1.3900 2020-06-25 12:18:31,415 - mmaction - INFO - Epoch [31][1580/3757] lr: 2.000e-03, eta: 7:08:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2556, loss: 1.2556 2020-06-25 12:18:37,400 - mmaction - INFO - Epoch [31][1600/3757] lr: 2.000e-03, eta: 7:08:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.3214, loss: 1.3214 2020-06-25 12:18:43,355 - mmaction - INFO - Epoch [31][1620/3757] lr: 2.000e-03, eta: 7:08:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4094, loss: 1.4094 2020-06-25 12:18:49,351 - mmaction - INFO - Epoch [31][1640/3757] lr: 2.000e-03, eta: 7:08:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0642, loss: 1.0642 2020-06-25 12:18:55,341 - mmaction - INFO - Epoch [31][1660/3757] lr: 2.000e-03, eta: 7:08:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4048, loss: 1.4048 2020-06-25 12:19:01,323 - mmaction - INFO - Epoch [31][1680/3757] lr: 2.000e-03, eta: 7:08:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2693, loss: 1.2693 2020-06-25 12:19:07,307 - mmaction - INFO - Epoch [31][1700/3757] lr: 2.000e-03, eta: 7:08:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2388, loss: 1.2388 2020-06-25 12:19:13,306 - mmaction - INFO - Epoch [31][1720/3757] lr: 2.000e-03, eta: 7:08:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2051, loss: 1.2051 2020-06-25 12:19:19,261 - mmaction - INFO - Epoch [31][1740/3757] lr: 2.000e-03, eta: 7:07:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.2531, loss: 1.2531 2020-06-25 12:19:25,239 - mmaction - INFO - Epoch [31][1760/3757] lr: 2.000e-03, eta: 7:07:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.2330, loss: 1.2330 2020-06-25 12:19:31,241 - mmaction - INFO - Epoch [31][1780/3757] lr: 2.000e-03, eta: 7:07:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1157, loss: 1.1157 2020-06-25 12:19:37,245 - mmaction - INFO - Epoch [31][1800/3757] lr: 2.000e-03, eta: 7:07:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8187, loss_cls: 1.3432, loss: 1.3432 2020-06-25 12:19:43,208 - mmaction - INFO - Epoch [31][1820/3757] lr: 2.000e-03, eta: 7:07:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6742, loss: 1.6742 2020-06-25 12:19:49,194 - mmaction - INFO - Epoch [31][1840/3757] lr: 2.000e-03, eta: 7:07:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1750, loss: 1.1750 2020-06-25 12:19:55,157 - mmaction - INFO - Epoch [31][1860/3757] lr: 2.000e-03, eta: 7:07:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2300, loss: 1.2300 2020-06-25 12:20:01,155 - mmaction - INFO - Epoch [31][1880/3757] lr: 2.000e-03, eta: 7:07:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2216, loss: 1.2216 2020-06-25 12:20:07,546 - mmaction - INFO - Epoch [31][1900/3757] lr: 2.000e-03, eta: 7:06:55, time: 0.320, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1897, loss: 1.1897 2020-06-25 12:20:13,526 - mmaction - INFO - Epoch [31][1920/3757] lr: 2.000e-03, eta: 7:06:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2246, loss: 1.2246 2020-06-25 12:20:19,515 - mmaction - INFO - Epoch [31][1940/3757] lr: 2.000e-03, eta: 7:06:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1928, loss: 1.1928 2020-06-25 12:20:25,501 - mmaction - INFO - Epoch [31][1960/3757] lr: 2.000e-03, eta: 7:06:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1237, loss: 1.1237 2020-06-25 12:20:31,508 - mmaction - INFO - Epoch [31][1980/3757] lr: 2.000e-03, eta: 7:06:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2894, loss: 1.2894 2020-06-25 12:20:37,497 - mmaction - INFO - Epoch [31][2000/3757] lr: 2.000e-03, eta: 7:06:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1088, loss: 1.1088 2020-06-25 12:20:43,507 - mmaction - INFO - Epoch [31][2020/3757] lr: 2.000e-03, eta: 7:06:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2328, loss: 1.2328 2020-06-25 12:20:49,500 - mmaction - INFO - Epoch [31][2040/3757] lr: 2.000e-03, eta: 7:06:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.1967, loss: 1.1967 2020-06-25 12:20:55,502 - mmaction - INFO - Epoch [31][2060/3757] lr: 2.000e-03, eta: 7:05:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1240, loss: 1.1240 2020-06-25 12:21:01,508 - mmaction - INFO - Epoch [31][2080/3757] lr: 2.000e-03, eta: 7:05:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3634, loss: 1.3634 2020-06-25 12:21:07,507 - mmaction - INFO - Epoch [31][2100/3757] lr: 2.000e-03, eta: 7:05:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2345, loss: 1.2345 2020-06-25 12:21:13,518 - mmaction - INFO - Epoch [31][2120/3757] lr: 2.000e-03, eta: 7:05:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1881, loss: 1.1881 2020-06-25 12:21:19,481 - mmaction - INFO - Epoch [31][2140/3757] lr: 2.000e-03, eta: 7:05:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4726, loss: 1.4726 2020-06-25 12:21:25,474 - mmaction - INFO - Epoch [31][2160/3757] lr: 2.000e-03, eta: 7:05:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2206, loss: 1.2206 2020-06-25 12:21:31,477 - mmaction - INFO - Epoch [31][2180/3757] lr: 2.000e-03, eta: 7:05:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3111, loss: 1.3111 2020-06-25 12:21:37,492 - mmaction - INFO - Epoch [31][2200/3757] lr: 2.000e-03, eta: 7:05:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2557, loss: 1.2557 2020-06-25 12:21:43,485 - mmaction - INFO - Epoch [31][2220/3757] lr: 2.000e-03, eta: 7:04:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1592, loss: 1.1592 2020-06-25 12:21:49,469 - mmaction - INFO - Epoch [31][2240/3757] lr: 2.000e-03, eta: 7:04:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4125, loss: 1.4125 2020-06-25 12:21:55,494 - mmaction - INFO - Epoch [31][2260/3757] lr: 2.000e-03, eta: 7:04:37, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2892, loss: 1.2892 2020-06-25 12:22:01,475 - mmaction - INFO - Epoch [31][2280/3757] lr: 2.000e-03, eta: 7:04:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4552, loss: 1.4552 2020-06-25 12:22:07,472 - mmaction - INFO - Epoch [31][2300/3757] lr: 2.000e-03, eta: 7:04:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1998, loss: 1.1998 2020-06-25 12:22:13,450 - mmaction - INFO - Epoch [31][2320/3757] lr: 2.000e-03, eta: 7:04:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.1802, loss: 1.1802 2020-06-25 12:22:19,437 - mmaction - INFO - Epoch [31][2340/3757] lr: 2.000e-03, eta: 7:04:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4300, loss: 1.4300 2020-06-25 12:22:25,425 - mmaction - INFO - Epoch [31][2360/3757] lr: 2.000e-03, eta: 7:03:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.1606, loss: 1.1606 2020-06-25 12:22:31,389 - mmaction - INFO - Epoch [31][2380/3757] lr: 2.000e-03, eta: 7:03:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2848, loss: 1.2848 2020-06-25 12:22:37,365 - mmaction - INFO - Epoch [31][2400/3757] lr: 2.000e-03, eta: 7:03:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5208, loss: 1.5208 2020-06-25 12:22:43,337 - mmaction - INFO - Epoch [31][2420/3757] lr: 2.000e-03, eta: 7:03:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0777, loss: 1.0777 2020-06-25 12:22:49,310 - mmaction - INFO - Epoch [31][2440/3757] lr: 2.000e-03, eta: 7:03:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2636, loss: 1.2636 2020-06-25 12:22:55,280 - mmaction - INFO - Epoch [31][2460/3757] lr: 2.000e-03, eta: 7:03:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2374, loss: 1.2374 2020-06-25 12:23:01,273 - mmaction - INFO - Epoch [31][2480/3757] lr: 2.000e-03, eta: 7:03:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4380, loss: 1.4380 2020-06-25 12:23:07,252 - mmaction - INFO - Epoch [31][2500/3757] lr: 2.000e-03, eta: 7:03:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2573, loss: 1.2573 2020-06-25 12:23:13,229 - mmaction - INFO - Epoch [31][2520/3757] lr: 2.000e-03, eta: 7:02:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.3084, loss: 1.3084 2020-06-25 12:23:19,208 - mmaction - INFO - Epoch [31][2540/3757] lr: 2.000e-03, eta: 7:02:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.4471, loss: 1.4471 2020-06-25 12:23:25,227 - mmaction - INFO - Epoch [31][2560/3757] lr: 2.000e-03, eta: 7:02:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3667, loss: 1.3667 2020-06-25 12:23:31,215 - mmaction - INFO - Epoch [31][2580/3757] lr: 2.000e-03, eta: 7:02:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.3670, loss: 1.3670 2020-06-25 12:23:37,189 - mmaction - INFO - Epoch [31][2600/3757] lr: 2.000e-03, eta: 7:02:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3003, loss: 1.3003 2020-06-25 12:23:43,173 - mmaction - INFO - Epoch [31][2620/3757] lr: 2.000e-03, eta: 7:02:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1709, loss: 1.1709 2020-06-25 12:23:49,190 - mmaction - INFO - Epoch [31][2640/3757] lr: 2.000e-03, eta: 7:02:12, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5539, loss: 1.5539 2020-06-25 12:23:55,169 - mmaction - INFO - Epoch [31][2660/3757] lr: 2.000e-03, eta: 7:02:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3639, loss: 1.3639 2020-06-25 12:24:01,156 - mmaction - INFO - Epoch [31][2680/3757] lr: 2.000e-03, eta: 7:01:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5346, loss: 1.5346 2020-06-25 12:24:07,144 - mmaction - INFO - Epoch [31][2700/3757] lr: 2.000e-03, eta: 7:01:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5210, loss: 1.5210 2020-06-25 12:24:13,146 - mmaction - INFO - Epoch [31][2720/3757] lr: 2.000e-03, eta: 7:01:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1780, loss: 1.1780 2020-06-25 12:24:19,157 - mmaction - INFO - Epoch [31][2740/3757] lr: 2.000e-03, eta: 7:01:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3048, loss: 1.3048 2020-06-25 12:24:25,138 - mmaction - INFO - Epoch [31][2760/3757] lr: 2.000e-03, eta: 7:01:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.4108, loss: 1.4108 2020-06-25 12:24:31,120 - mmaction - INFO - Epoch [31][2780/3757] lr: 2.000e-03, eta: 7:01:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.2164, loss: 1.2164 2020-06-25 12:24:37,107 - mmaction - INFO - Epoch [31][2800/3757] lr: 2.000e-03, eta: 7:01:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1406, loss: 1.1406 2020-06-25 12:24:43,076 - mmaction - INFO - Epoch [31][2820/3757] lr: 2.000e-03, eta: 7:01:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9514, loss: 0.9514 2020-06-25 12:24:49,069 - mmaction - INFO - Epoch [31][2840/3757] lr: 2.000e-03, eta: 7:00:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3200, loss: 1.3200 2020-06-25 12:24:55,078 - mmaction - INFO - Epoch [31][2860/3757] lr: 2.000e-03, eta: 7:00:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2489, loss: 1.2489 2020-06-25 12:25:01,087 - mmaction - INFO - Epoch [31][2880/3757] lr: 2.000e-03, eta: 7:00:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1487, loss: 1.1487 2020-06-25 12:25:07,052 - mmaction - INFO - Epoch [31][2900/3757] lr: 2.000e-03, eta: 7:00:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8000, loss_cls: 1.5771, loss: 1.5771 2020-06-25 12:25:13,039 - mmaction - INFO - Epoch [31][2920/3757] lr: 2.000e-03, eta: 7:00:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3256, loss: 1.3256 2020-06-25 12:25:19,048 - mmaction - INFO - Epoch [31][2940/3757] lr: 2.000e-03, eta: 7:00:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2536, loss: 1.2536 2020-06-25 12:25:25,016 - mmaction - INFO - Epoch [31][2960/3757] lr: 2.000e-03, eta: 7:00:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3320, loss: 1.3320 2020-06-25 12:25:30,957 - mmaction - INFO - Epoch [31][2980/3757] lr: 2.000e-03, eta: 7:00:03, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2933, loss: 1.2933 2020-06-25 12:25:36,914 - mmaction - INFO - Epoch [31][3000/3757] lr: 2.000e-03, eta: 6:59:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9000, loss_cls: 1.2019, loss: 1.2019 2020-06-25 12:25:42,925 - mmaction - INFO - Epoch [31][3020/3757] lr: 2.000e-03, eta: 6:59:48, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2103, loss: 1.2103 2020-06-25 12:25:48,927 - mmaction - INFO - Epoch [31][3040/3757] lr: 2.000e-03, eta: 6:59:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4285, loss: 1.4285 2020-06-25 12:25:54,946 - mmaction - INFO - Epoch [31][3060/3757] lr: 2.000e-03, eta: 6:59:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2810, loss: 1.2810 2020-06-25 12:26:00,932 - mmaction - INFO - Epoch [31][3080/3757] lr: 2.000e-03, eta: 6:59:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3517, loss: 1.3517 2020-06-25 12:26:06,951 - mmaction - INFO - Epoch [31][3100/3757] lr: 2.000e-03, eta: 6:59:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4519, loss: 1.4519 2020-06-25 12:26:12,938 - mmaction - INFO - Epoch [31][3120/3757] lr: 2.000e-03, eta: 6:59:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3955, loss: 1.3955 2020-06-25 12:26:18,934 - mmaction - INFO - Epoch [31][3140/3757] lr: 2.000e-03, eta: 6:59:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.3973, loss: 1.3973 2020-06-25 12:26:24,912 - mmaction - INFO - Epoch [31][3160/3757] lr: 2.000e-03, eta: 6:58:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2732, loss: 1.2732 2020-06-25 12:26:30,903 - mmaction - INFO - Epoch [31][3180/3757] lr: 2.000e-03, eta: 6:58:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2056, loss: 1.2056 2020-06-25 12:26:36,908 - mmaction - INFO - Epoch [31][3200/3757] lr: 2.000e-03, eta: 6:58:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.2307, loss: 1.2307 2020-06-25 12:26:42,884 - mmaction - INFO - Epoch [31][3220/3757] lr: 2.000e-03, eta: 6:58:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1151, loss: 1.1151 2020-06-25 12:26:48,858 - mmaction - INFO - Epoch [31][3240/3757] lr: 2.000e-03, eta: 6:58:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.1955, loss: 1.1955 2020-06-25 12:26:54,857 - mmaction - INFO - Epoch [31][3260/3757] lr: 2.000e-03, eta: 6:58:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1008, loss: 1.1008 2020-06-25 12:27:00,837 - mmaction - INFO - Epoch [31][3280/3757] lr: 2.000e-03, eta: 6:58:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.6006, loss: 1.6006 2020-06-25 12:27:06,825 - mmaction - INFO - Epoch [31][3300/3757] lr: 2.000e-03, eta: 6:58:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4864, loss: 1.4864 2020-06-25 12:27:12,821 - mmaction - INFO - Epoch [31][3320/3757] lr: 2.000e-03, eta: 6:57:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4873, loss: 1.4873 2020-06-25 12:27:18,802 - mmaction - INFO - Epoch [31][3340/3757] lr: 2.000e-03, eta: 6:57:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1907, loss: 1.1907 2020-06-25 12:27:24,787 - mmaction - INFO - Epoch [31][3360/3757] lr: 2.000e-03, eta: 6:57:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0946, loss: 1.0946 2020-06-25 12:27:30,780 - mmaction - INFO - Epoch [31][3380/3757] lr: 2.000e-03, eta: 6:57:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3613, loss: 1.3613 2020-06-25 12:27:36,774 - mmaction - INFO - Epoch [31][3400/3757] lr: 2.000e-03, eta: 6:57:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1460, loss: 1.1460 2020-06-25 12:27:42,751 - mmaction - INFO - Epoch [31][3420/3757] lr: 2.000e-03, eta: 6:57:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3249, loss: 1.3249 2020-06-25 12:27:48,739 - mmaction - INFO - Epoch [31][3440/3757] lr: 2.000e-03, eta: 6:57:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.2522, loss: 1.2522 2020-06-25 12:27:54,720 - mmaction - INFO - Epoch [31][3460/3757] lr: 2.000e-03, eta: 6:57:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2929, loss: 1.2929 2020-06-25 12:28:00,701 - mmaction - INFO - Epoch [31][3480/3757] lr: 2.000e-03, eta: 6:56:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4525, loss: 1.4525 2020-06-25 12:28:06,711 - mmaction - INFO - Epoch [31][3500/3757] lr: 2.000e-03, eta: 6:56:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3074, loss: 1.3074 2020-06-25 12:28:12,723 - mmaction - INFO - Epoch [31][3520/3757] lr: 2.000e-03, eta: 6:56:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2454, loss: 1.2454 2020-06-25 12:28:18,729 - mmaction - INFO - Epoch [31][3540/3757] lr: 2.000e-03, eta: 6:56:30, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5606, loss: 1.5606 2020-06-25 12:28:24,677 - mmaction - INFO - Epoch [31][3560/3757] lr: 2.000e-03, eta: 6:56:23, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1779, loss: 1.1779 2020-06-25 12:28:30,689 - mmaction - INFO - Epoch [31][3580/3757] lr: 2.000e-03, eta: 6:56:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1879, loss: 1.1879 2020-06-25 12:28:36,694 - mmaction - INFO - Epoch [31][3600/3757] lr: 2.000e-03, eta: 6:56:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4381, loss: 1.4381 2020-06-25 12:28:42,677 - mmaction - INFO - Epoch [31][3620/3757] lr: 2.000e-03, eta: 6:56:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3767, loss: 1.3767 2020-06-25 12:28:48,664 - mmaction - INFO - Epoch [31][3640/3757] lr: 2.000e-03, eta: 6:55:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4441, loss: 1.4441 2020-06-25 12:28:54,639 - mmaction - INFO - Epoch [31][3660/3757] lr: 2.000e-03, eta: 6:55:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2337, loss: 1.2337 2020-06-25 12:29:00,585 - mmaction - INFO - Epoch [31][3680/3757] lr: 2.000e-03, eta: 6:55:37, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1257, loss: 1.1257 2020-06-25 12:29:06,558 - mmaction - INFO - Epoch [31][3700/3757] lr: 2.000e-03, eta: 6:55:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1462, loss: 1.1462 2020-06-25 12:29:12,596 - mmaction - INFO - Epoch [31][3720/3757] lr: 2.000e-03, eta: 6:55:22, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.1116, loss: 1.1116 2020-06-25 12:29:18,620 - mmaction - INFO - Epoch [31][3740/3757] lr: 2.000e-03, eta: 6:55:14, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3628, loss: 1.3628 2020-06-25 12:32:23,778 - mmaction - INFO - Epoch [32][20/3757] lr: 2.000e-03, eta: 6:56:40, time: 8.710, data_time: 8.298, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0638, loss: 1.0638 2020-06-25 12:32:29,794 - mmaction - INFO - Epoch [32][40/3757] lr: 2.000e-03, eta: 6:56:33, time: 0.303, data_time: 0.005, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2485, loss: 1.2485 2020-06-25 12:32:35,785 - mmaction - INFO - Epoch [32][60/3757] lr: 2.000e-03, eta: 6:56:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2661, loss: 1.2661 2020-06-25 12:32:41,779 - mmaction - INFO - Epoch [32][80/3757] lr: 2.000e-03, eta: 6:56:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3132, loss: 1.3132 2020-06-25 12:32:47,764 - mmaction - INFO - Epoch [32][100/3757] lr: 2.000e-03, eta: 6:56:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3323, loss: 1.3323 2020-06-25 12:32:53,783 - mmaction - INFO - Epoch [32][120/3757] lr: 2.000e-03, eta: 6:56:02, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3840, loss: 1.3840 2020-06-25 12:32:59,762 - mmaction - INFO - Epoch [32][140/3757] lr: 2.000e-03, eta: 6:55:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.2144, loss: 1.2144 2020-06-25 12:33:05,743 - mmaction - INFO - Epoch [32][160/3757] lr: 2.000e-03, eta: 6:55:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4364, loss: 1.4364 2020-06-25 12:33:11,709 - mmaction - INFO - Epoch [32][180/3757] lr: 2.000e-03, eta: 6:55:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0926, loss: 1.0926 2020-06-25 12:33:17,690 - mmaction - INFO - Epoch [32][200/3757] lr: 2.000e-03, eta: 6:55:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0708, loss: 1.0708 2020-06-25 12:33:23,679 - mmaction - INFO - Epoch [32][220/3757] lr: 2.000e-03, eta: 6:55:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3646, loss: 1.3646 2020-06-25 12:33:29,676 - mmaction - INFO - Epoch [32][240/3757] lr: 2.000e-03, eta: 6:55:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1703, loss: 1.1703 2020-06-25 12:33:35,667 - mmaction - INFO - Epoch [32][260/3757] lr: 2.000e-03, eta: 6:55:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1604, loss: 1.1604 2020-06-25 12:33:41,660 - mmaction - INFO - Epoch [32][280/3757] lr: 2.000e-03, eta: 6:55:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4348, loss: 1.4348 2020-06-25 12:33:47,647 - mmaction - INFO - Epoch [32][300/3757] lr: 2.000e-03, eta: 6:54:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3274, loss: 1.3274 2020-06-25 12:33:53,634 - mmaction - INFO - Epoch [32][320/3757] lr: 2.000e-03, eta: 6:54:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3668, loss: 1.3668 2020-06-25 12:33:59,605 - mmaction - INFO - Epoch [32][340/3757] lr: 2.000e-03, eta: 6:54:38, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.4177, loss: 1.4177 2020-06-25 12:34:05,585 - mmaction - INFO - Epoch [32][360/3757] lr: 2.000e-03, eta: 6:54:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2637, loss: 1.2637 2020-06-25 12:34:11,568 - mmaction - INFO - Epoch [32][380/3757] lr: 2.000e-03, eta: 6:54:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3725, loss: 1.3725 2020-06-25 12:34:17,538 - mmaction - INFO - Epoch [32][400/3757] lr: 2.000e-03, eta: 6:54:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2062, loss: 1.2062 2020-06-25 12:34:23,519 - mmaction - INFO - Epoch [32][420/3757] lr: 2.000e-03, eta: 6:54:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2350, loss: 1.2350 2020-06-25 12:34:29,511 - mmaction - INFO - Epoch [32][440/3757] lr: 2.000e-03, eta: 6:54:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2670, loss: 1.2670 2020-06-25 12:34:35,533 - mmaction - INFO - Epoch [32][460/3757] lr: 2.000e-03, eta: 6:53:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2504, loss: 1.2504 2020-06-25 12:34:41,516 - mmaction - INFO - Epoch [32][480/3757] lr: 2.000e-03, eta: 6:53:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3895, loss: 1.3895 2020-06-25 12:34:47,494 - mmaction - INFO - Epoch [32][500/3757] lr: 2.000e-03, eta: 6:53:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.2054, loss: 1.2054 2020-06-25 12:34:53,474 - mmaction - INFO - Epoch [32][520/3757] lr: 2.000e-03, eta: 6:53:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2429, loss: 1.2429 2020-06-25 12:34:59,488 - mmaction - INFO - Epoch [32][540/3757] lr: 2.000e-03, eta: 6:53:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1212, loss: 1.1212 2020-06-25 12:35:06,110 - mmaction - INFO - Epoch [32][560/3757] lr: 2.000e-03, eta: 6:53:15, time: 0.331, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2643, loss: 1.2643 2020-06-25 12:35:12,125 - mmaction - INFO - Epoch [32][580/3757] lr: 2.000e-03, eta: 6:53:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5815, loss: 1.5815 2020-06-25 12:35:18,109 - mmaction - INFO - Epoch [32][600/3757] lr: 2.000e-03, eta: 6:53:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8562, loss_cls: 1.5042, loss: 1.5042 2020-06-25 12:35:24,082 - mmaction - INFO - Epoch [32][620/3757] lr: 2.000e-03, eta: 6:52:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1578, loss: 1.1578 2020-06-25 12:35:30,074 - mmaction - INFO - Epoch [32][640/3757] lr: 2.000e-03, eta: 6:52:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3229, loss: 1.3229 2020-06-25 12:35:36,056 - mmaction - INFO - Epoch [32][660/3757] lr: 2.000e-03, eta: 6:52:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9896, loss: 0.9896 2020-06-25 12:35:42,044 - mmaction - INFO - Epoch [32][680/3757] lr: 2.000e-03, eta: 6:52:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1843, loss: 1.1843 2020-06-25 12:35:48,030 - mmaction - INFO - Epoch [32][700/3757] lr: 2.000e-03, eta: 6:52:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2281, loss: 1.2281 2020-06-25 12:35:54,017 - mmaction - INFO - Epoch [32][720/3757] lr: 2.000e-03, eta: 6:52:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6891, loss: 1.6891 2020-06-25 12:36:00,011 - mmaction - INFO - Epoch [32][740/3757] lr: 2.000e-03, eta: 6:52:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2010, loss: 1.2010 2020-06-25 12:36:06,006 - mmaction - INFO - Epoch [32][760/3757] lr: 2.000e-03, eta: 6:51:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2790, loss: 1.2790 2020-06-25 12:36:12,002 - mmaction - INFO - Epoch [32][780/3757] lr: 2.000e-03, eta: 6:51:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1271, loss: 1.1271 2020-06-25 12:36:18,026 - mmaction - INFO - Epoch [32][800/3757] lr: 2.000e-03, eta: 6:51:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3885, loss: 1.3885 2020-06-25 12:36:24,012 - mmaction - INFO - Epoch [32][820/3757] lr: 2.000e-03, eta: 6:51:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1852, loss: 1.1852 2020-06-25 12:36:29,953 - mmaction - INFO - Epoch [32][840/3757] lr: 2.000e-03, eta: 6:51:28, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.2334, loss: 1.2334 2020-06-25 12:36:35,928 - mmaction - INFO - Epoch [32][860/3757] lr: 2.000e-03, eta: 6:51:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3549, loss: 1.3549 2020-06-25 12:36:41,914 - mmaction - INFO - Epoch [32][880/3757] lr: 2.000e-03, eta: 6:51:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4022, loss: 1.4022 2020-06-25 12:36:47,906 - mmaction - INFO - Epoch [32][900/3757] lr: 2.000e-03, eta: 6:51:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6016, loss: 1.6016 2020-06-25 12:36:53,907 - mmaction - INFO - Epoch [32][920/3757] lr: 2.000e-03, eta: 6:50:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2310, loss: 1.2310 2020-06-25 12:36:59,887 - mmaction - INFO - Epoch [32][940/3757] lr: 2.000e-03, eta: 6:50:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3370, loss: 1.3370 2020-06-25 12:37:05,906 - mmaction - INFO - Epoch [32][960/3757] lr: 2.000e-03, eta: 6:50:43, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3079, loss: 1.3079 2020-06-25 12:37:11,913 - mmaction - INFO - Epoch [32][980/3757] lr: 2.000e-03, eta: 6:50:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4645, loss: 1.4645 2020-06-25 12:37:17,888 - mmaction - INFO - Epoch [32][1000/3757] lr: 2.000e-03, eta: 6:50:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2710, loss: 1.2710 2020-06-25 12:37:23,900 - mmaction - INFO - Epoch [32][1020/3757] lr: 2.000e-03, eta: 6:50:20, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1645, loss: 1.1645 2020-06-25 12:37:29,905 - mmaction - INFO - Epoch [32][1040/3757] lr: 2.000e-03, eta: 6:50:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1698, loss: 1.1698 2020-06-25 12:37:35,892 - mmaction - INFO - Epoch [32][1060/3757] lr: 2.000e-03, eta: 6:50:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1004, loss: 1.1004 2020-06-25 12:37:41,883 - mmaction - INFO - Epoch [32][1080/3757] lr: 2.000e-03, eta: 6:49:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2448, loss: 1.2448 2020-06-25 12:37:47,861 - mmaction - INFO - Epoch [32][1100/3757] lr: 2.000e-03, eta: 6:49:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2183, loss: 1.2183 2020-06-25 12:37:53,858 - mmaction - INFO - Epoch [32][1120/3757] lr: 2.000e-03, eta: 6:49:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2977, loss: 1.2977 2020-06-25 12:37:59,828 - mmaction - INFO - Epoch [32][1140/3757] lr: 2.000e-03, eta: 6:49:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3386, loss: 1.3386 2020-06-25 12:38:05,808 - mmaction - INFO - Epoch [32][1160/3757] lr: 2.000e-03, eta: 6:49:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0865, loss: 1.0865 2020-06-25 12:38:11,790 - mmaction - INFO - Epoch [32][1180/3757] lr: 2.000e-03, eta: 6:49:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2613, loss: 1.2613 2020-06-25 12:38:17,789 - mmaction - INFO - Epoch [32][1200/3757] lr: 2.000e-03, eta: 6:49:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.1594, loss: 1.1594 2020-06-25 12:38:23,759 - mmaction - INFO - Epoch [32][1220/3757] lr: 2.000e-03, eta: 6:49:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2641, loss: 1.2641 2020-06-25 12:38:29,726 - mmaction - INFO - Epoch [32][1240/3757] lr: 2.000e-03, eta: 6:48:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.2704, loss: 1.2704 2020-06-25 12:38:35,926 - mmaction - INFO - Epoch [32][1260/3757] lr: 2.000e-03, eta: 6:48:49, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3374, loss: 1.3374 2020-06-25 12:38:41,937 - mmaction - INFO - Epoch [32][1280/3757] lr: 2.000e-03, eta: 6:48:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8688, loss_cls: 1.4438, loss: 1.4438 2020-06-25 12:38:47,904 - mmaction - INFO - Epoch [32][1300/3757] lr: 2.000e-03, eta: 6:48:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2850, loss: 1.2850 2020-06-25 12:38:53,901 - mmaction - INFO - Epoch [32][1320/3757] lr: 2.000e-03, eta: 6:48:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4322, loss: 1.4322 2020-06-25 12:38:59,878 - mmaction - INFO - Epoch [32][1340/3757] lr: 2.000e-03, eta: 6:48:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.0800, loss: 1.0800 2020-06-25 12:39:05,852 - mmaction - INFO - Epoch [32][1360/3757] lr: 2.000e-03, eta: 6:48:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2417, loss: 1.2417 2020-06-25 12:39:11,827 - mmaction - INFO - Epoch [32][1380/3757] lr: 2.000e-03, eta: 6:48:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2539, loss: 1.2539 2020-06-25 12:39:17,804 - mmaction - INFO - Epoch [32][1400/3757] lr: 2.000e-03, eta: 6:47:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3624, loss: 1.3624 2020-06-25 12:39:23,785 - mmaction - INFO - Epoch [32][1420/3757] lr: 2.000e-03, eta: 6:47:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2337, loss: 1.2337 2020-06-25 12:39:29,739 - mmaction - INFO - Epoch [32][1440/3757] lr: 2.000e-03, eta: 6:47:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3370, loss: 1.3370 2020-06-25 12:39:35,723 - mmaction - INFO - Epoch [32][1460/3757] lr: 2.000e-03, eta: 6:47:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2910, loss: 1.2910 2020-06-25 12:39:41,723 - mmaction - INFO - Epoch [32][1480/3757] lr: 2.000e-03, eta: 6:47:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2999, loss: 1.2999 2020-06-25 12:39:47,732 - mmaction - INFO - Epoch [32][1500/3757] lr: 2.000e-03, eta: 6:47:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2781, loss: 1.2781 2020-06-25 12:39:53,724 - mmaction - INFO - Epoch [32][1520/3757] lr: 2.000e-03, eta: 6:47:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3383, loss: 1.3383 2020-06-25 12:39:59,695 - mmaction - INFO - Epoch [32][1540/3757] lr: 2.000e-03, eta: 6:47:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9313, loss_cls: 1.1632, loss: 1.1632 2020-06-25 12:40:05,841 - mmaction - INFO - Epoch [32][1560/3757] lr: 2.000e-03, eta: 6:46:55, time: 0.307, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2835, loss: 1.2835 2020-06-25 12:40:11,856 - mmaction - INFO - Epoch [32][1580/3757] lr: 2.000e-03, eta: 6:46:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9000, loss_cls: 1.3001, loss: 1.3001 2020-06-25 12:40:17,840 - mmaction - INFO - Epoch [32][1600/3757] lr: 2.000e-03, eta: 6:46:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3587, loss: 1.3587 2020-06-25 12:40:23,857 - mmaction - INFO - Epoch [32][1620/3757] lr: 2.000e-03, eta: 6:46:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403 2020-06-25 12:40:29,841 - mmaction - INFO - Epoch [32][1640/3757] lr: 2.000e-03, eta: 6:46:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4563, loss: 1.4563 2020-06-25 12:40:35,859 - mmaction - INFO - Epoch [32][1660/3757] lr: 2.000e-03, eta: 6:46:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3315, loss: 1.3315 2020-06-25 12:40:41,826 - mmaction - INFO - Epoch [32][1680/3757] lr: 2.000e-03, eta: 6:46:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9935, loss: 0.9935 2020-06-25 12:40:47,786 - mmaction - INFO - Epoch [32][1700/3757] lr: 2.000e-03, eta: 6:46:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0957, loss: 1.0957 2020-06-25 12:40:53,795 - mmaction - INFO - Epoch [32][1720/3757] lr: 2.000e-03, eta: 6:45:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5213, loss: 1.5213 2020-06-25 12:40:59,773 - mmaction - INFO - Epoch [32][1740/3757] lr: 2.000e-03, eta: 6:45:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1453, loss: 1.1453 2020-06-25 12:41:05,736 - mmaction - INFO - Epoch [32][1760/3757] lr: 2.000e-03, eta: 6:45:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2677, loss: 1.2677 2020-06-25 12:41:11,719 - mmaction - INFO - Epoch [32][1780/3757] lr: 2.000e-03, eta: 6:45:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2332, loss: 1.2332 2020-06-25 12:41:17,729 - mmaction - INFO - Epoch [32][1800/3757] lr: 2.000e-03, eta: 6:45:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2603, loss: 1.2603 2020-06-25 12:41:23,724 - mmaction - INFO - Epoch [32][1820/3757] lr: 2.000e-03, eta: 6:45:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2903, loss: 1.2903 2020-06-25 12:41:29,696 - mmaction - INFO - Epoch [32][1840/3757] lr: 2.000e-03, eta: 6:45:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2501, loss: 1.2501 2020-06-25 12:41:35,679 - mmaction - INFO - Epoch [32][1860/3757] lr: 2.000e-03, eta: 6:45:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1520, loss: 1.1520 2020-06-25 12:41:41,635 - mmaction - INFO - Epoch [32][1880/3757] lr: 2.000e-03, eta: 6:44:54, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4370, loss: 1.4370 2020-06-25 12:41:47,603 - mmaction - INFO - Epoch [32][1900/3757] lr: 2.000e-03, eta: 6:44:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2142, loss: 1.2142 2020-06-25 12:41:53,592 - mmaction - INFO - Epoch [32][1920/3757] lr: 2.000e-03, eta: 6:44:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2677, loss: 1.2677 2020-06-25 12:41:59,570 - mmaction - INFO - Epoch [32][1940/3757] lr: 2.000e-03, eta: 6:44:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 1.1353, loss: 1.1353 2020-06-25 12:42:05,569 - mmaction - INFO - Epoch [32][1960/3757] lr: 2.000e-03, eta: 6:44:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.1071, loss: 1.1071 2020-06-25 12:42:11,544 - mmaction - INFO - Epoch [32][1980/3757] lr: 2.000e-03, eta: 6:44:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5454, loss: 1.5454 2020-06-25 12:42:17,511 - mmaction - INFO - Epoch [32][2000/3757] lr: 2.000e-03, eta: 6:44:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3411, loss: 1.3411 2020-06-25 12:42:23,520 - mmaction - INFO - Epoch [32][2020/3757] lr: 2.000e-03, eta: 6:44:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1694, loss: 1.1694 2020-06-25 12:42:29,518 - mmaction - INFO - Epoch [32][2040/3757] lr: 2.000e-03, eta: 6:43:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5323, loss: 1.5323 2020-06-25 12:42:35,509 - mmaction - INFO - Epoch [32][2060/3757] lr: 2.000e-03, eta: 6:43:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.3982, loss: 1.3982 2020-06-25 12:42:41,464 - mmaction - INFO - Epoch [32][2080/3757] lr: 2.000e-03, eta: 6:43:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2763, loss: 1.2763 2020-06-25 12:42:47,464 - mmaction - INFO - Epoch [32][2100/3757] lr: 2.000e-03, eta: 6:43:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0746, loss: 1.0746 2020-06-25 12:42:53,433 - mmaction - INFO - Epoch [32][2120/3757] lr: 2.000e-03, eta: 6:43:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.2673, loss: 1.2673 2020-06-25 12:42:59,430 - mmaction - INFO - Epoch [32][2140/3757] lr: 2.000e-03, eta: 6:43:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1567, loss: 1.1567 2020-06-25 12:43:05,400 - mmaction - INFO - Epoch [32][2160/3757] lr: 2.000e-03, eta: 6:43:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1883, loss: 1.1883 2020-06-25 12:43:11,408 - mmaction - INFO - Epoch [32][2180/3757] lr: 2.000e-03, eta: 6:43:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1630, loss: 1.1630 2020-06-25 12:43:17,394 - mmaction - INFO - Epoch [32][2200/3757] lr: 2.000e-03, eta: 6:42:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1396, loss: 1.1396 2020-06-25 12:43:23,362 - mmaction - INFO - Epoch [32][2220/3757] lr: 2.000e-03, eta: 6:42:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5005, loss: 1.5005 2020-06-25 12:43:29,346 - mmaction - INFO - Epoch [32][2240/3757] lr: 2.000e-03, eta: 6:42:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2883, loss: 1.2883 2020-06-25 12:43:35,312 - mmaction - INFO - Epoch [32][2260/3757] lr: 2.000e-03, eta: 6:42:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.2518, loss: 1.2518 2020-06-25 12:43:41,328 - mmaction - INFO - Epoch [32][2280/3757] lr: 2.000e-03, eta: 6:42:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1253, loss: 1.1253 2020-06-25 12:43:47,328 - mmaction - INFO - Epoch [32][2300/3757] lr: 2.000e-03, eta: 6:42:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1001, loss: 1.1001 2020-06-25 12:43:53,312 - mmaction - INFO - Epoch [32][2320/3757] lr: 2.000e-03, eta: 6:42:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.4892, loss: 1.4892 2020-06-25 12:43:59,279 - mmaction - INFO - Epoch [32][2340/3757] lr: 2.000e-03, eta: 6:41:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3493, loss: 1.3493 2020-06-25 12:44:05,271 - mmaction - INFO - Epoch [32][2360/3757] lr: 2.000e-03, eta: 6:41:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4011, loss: 1.4011 2020-06-25 12:44:11,235 - mmaction - INFO - Epoch [32][2380/3757] lr: 2.000e-03, eta: 6:41:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3838, loss: 1.3838 2020-06-25 12:44:17,218 - mmaction - INFO - Epoch [32][2400/3757] lr: 2.000e-03, eta: 6:41:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3460, loss: 1.3460 2020-06-25 12:44:23,215 - mmaction - INFO - Epoch [32][2420/3757] lr: 2.000e-03, eta: 6:41:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3090, loss: 1.3090 2020-06-25 12:44:29,177 - mmaction - INFO - Epoch [32][2440/3757] lr: 2.000e-03, eta: 6:41:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4189, loss: 1.4189 2020-06-25 12:44:35,163 - mmaction - INFO - Epoch [32][2460/3757] lr: 2.000e-03, eta: 6:41:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2526, loss: 1.2526 2020-06-25 12:44:41,129 - mmaction - INFO - Epoch [32][2480/3757] lr: 2.000e-03, eta: 6:41:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2765, loss: 1.2765 2020-06-25 12:44:47,125 - mmaction - INFO - Epoch [32][2500/3757] lr: 2.000e-03, eta: 6:40:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2835, loss: 1.2835 2020-06-25 12:44:53,118 - mmaction - INFO - Epoch [32][2520/3757] lr: 2.000e-03, eta: 6:40:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9885, loss: 0.9885 2020-06-25 12:44:59,096 - mmaction - INFO - Epoch [32][2540/3757] lr: 2.000e-03, eta: 6:40:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4598, loss: 1.4598 2020-06-25 12:45:05,074 - mmaction - INFO - Epoch [32][2560/3757] lr: 2.000e-03, eta: 6:40:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2976, loss: 1.2976 2020-06-25 12:45:11,056 - mmaction - INFO - Epoch [32][2580/3757] lr: 2.000e-03, eta: 6:40:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3689, loss: 1.3689 2020-06-25 12:45:17,040 - mmaction - INFO - Epoch [32][2600/3757] lr: 2.000e-03, eta: 6:40:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3491, loss: 1.3491 2020-06-25 12:45:23,015 - mmaction - INFO - Epoch [32][2620/3757] lr: 2.000e-03, eta: 6:40:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1946, loss: 1.1946 2020-06-25 12:45:29,002 - mmaction - INFO - Epoch [32][2640/3757] lr: 2.000e-03, eta: 6:40:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3971, loss: 1.3971 2020-06-25 12:45:34,973 - mmaction - INFO - Epoch [32][2660/3757] lr: 2.000e-03, eta: 6:39:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2079, loss: 1.2079 2020-06-25 12:45:40,982 - mmaction - INFO - Epoch [32][2680/3757] lr: 2.000e-03, eta: 6:39:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3348, loss: 1.3348 2020-06-25 12:45:46,976 - mmaction - INFO - Epoch [32][2700/3757] lr: 2.000e-03, eta: 6:39:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0318, loss: 1.0318 2020-06-25 12:45:52,944 - mmaction - INFO - Epoch [32][2720/3757] lr: 2.000e-03, eta: 6:39:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6168, loss: 1.6168 2020-06-25 12:45:58,912 - mmaction - INFO - Epoch [32][2740/3757] lr: 2.000e-03, eta: 6:39:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1445, loss: 1.1445 2020-06-25 12:46:04,894 - mmaction - INFO - Epoch [32][2760/3757] lr: 2.000e-03, eta: 6:39:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1707, loss: 1.1707 2020-06-25 12:46:10,853 - mmaction - INFO - Epoch [32][2780/3757] lr: 2.000e-03, eta: 6:39:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2797, loss: 1.2797 2020-06-25 12:46:16,817 - mmaction - INFO - Epoch [32][2800/3757] lr: 2.000e-03, eta: 6:39:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1447, loss: 1.1447 2020-06-25 12:46:22,804 - mmaction - INFO - Epoch [32][2820/3757] lr: 2.000e-03, eta: 6:38:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3475, loss: 1.3475 2020-06-25 12:46:28,803 - mmaction - INFO - Epoch [32][2840/3757] lr: 2.000e-03, eta: 6:38:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5237, loss: 1.5237 2020-06-25 12:46:34,780 - mmaction - INFO - Epoch [32][2860/3757] lr: 2.000e-03, eta: 6:38:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4326, loss: 1.4326 2020-06-25 12:46:40,786 - mmaction - INFO - Epoch [32][2880/3757] lr: 2.000e-03, eta: 6:38:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5198, loss: 1.5198 2020-06-25 12:46:46,772 - mmaction - INFO - Epoch [32][2900/3757] lr: 2.000e-03, eta: 6:38:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3555, loss: 1.3555 2020-06-25 12:46:52,767 - mmaction - INFO - Epoch [32][2920/3757] lr: 2.000e-03, eta: 6:38:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5261, loss: 1.5261 2020-06-25 12:46:58,757 - mmaction - INFO - Epoch [32][2940/3757] lr: 2.000e-03, eta: 6:38:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2521, loss: 1.2521 2020-06-25 12:47:04,750 - mmaction - INFO - Epoch [32][2960/3757] lr: 2.000e-03, eta: 6:38:05, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3439, loss: 1.3439 2020-06-25 12:47:10,744 - mmaction - INFO - Epoch [32][2980/3757] lr: 2.000e-03, eta: 6:37:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1891, loss: 1.1891 2020-06-25 12:47:16,725 - mmaction - INFO - Epoch [32][3000/3757] lr: 2.000e-03, eta: 6:37:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2831, loss: 1.2831 2020-06-25 12:47:22,729 - mmaction - INFO - Epoch [32][3020/3757] lr: 2.000e-03, eta: 6:37:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1299, loss: 1.1299 2020-06-25 12:47:28,734 - mmaction - INFO - Epoch [32][3040/3757] lr: 2.000e-03, eta: 6:37:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3581, loss: 1.3581 2020-06-25 12:47:34,733 - mmaction - INFO - Epoch [32][3060/3757] lr: 2.000e-03, eta: 6:37:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2530, loss: 1.2530 2020-06-25 12:47:40,734 - mmaction - INFO - Epoch [32][3080/3757] lr: 2.000e-03, eta: 6:37:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1718, loss: 1.1718 2020-06-25 12:47:46,740 - mmaction - INFO - Epoch [32][3100/3757] lr: 2.000e-03, eta: 6:37:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.7772, loss: 1.7772 2020-06-25 12:47:52,708 - mmaction - INFO - Epoch [32][3120/3757] lr: 2.000e-03, eta: 6:37:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3158, loss: 1.3158 2020-06-25 12:47:58,679 - mmaction - INFO - Epoch [32][3140/3757] lr: 2.000e-03, eta: 6:36:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.4083, loss: 1.4083 2020-06-25 12:48:04,675 - mmaction - INFO - Epoch [32][3160/3757] lr: 2.000e-03, eta: 6:36:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2920, loss: 1.2920 2020-06-25 12:48:10,684 - mmaction - INFO - Epoch [32][3180/3757] lr: 2.000e-03, eta: 6:36:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0463, loss: 1.0463 2020-06-25 12:48:16,671 - mmaction - INFO - Epoch [32][3200/3757] lr: 2.000e-03, eta: 6:36:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.1857, loss: 1.1857 2020-06-25 12:48:22,656 - mmaction - INFO - Epoch [32][3220/3757] lr: 2.000e-03, eta: 6:36:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2176, loss: 1.2176 2020-06-25 12:48:28,663 - mmaction - INFO - Epoch [32][3240/3757] lr: 2.000e-03, eta: 6:36:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2455, loss: 1.2455 2020-06-25 12:48:35,042 - mmaction - INFO - Epoch [32][3260/3757] lr: 2.000e-03, eta: 6:36:12, time: 0.318, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4030, loss: 1.4030 2020-06-25 12:48:41,030 - mmaction - INFO - Epoch [32][3280/3757] lr: 2.000e-03, eta: 6:36:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4492, loss: 1.4492 2020-06-25 12:48:47,018 - mmaction - INFO - Epoch [32][3300/3757] lr: 2.000e-03, eta: 6:35:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3889, loss: 1.3889 2020-06-25 12:48:53,000 - mmaction - INFO - Epoch [32][3320/3757] lr: 2.000e-03, eta: 6:35:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2121, loss: 1.2121 2020-06-25 12:48:58,980 - mmaction - INFO - Epoch [32][3340/3757] lr: 2.000e-03, eta: 6:35:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9232, loss: 0.9232 2020-06-25 12:49:04,979 - mmaction - INFO - Epoch [32][3360/3757] lr: 2.000e-03, eta: 6:35:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.3167, loss: 1.3167 2020-06-25 12:49:11,008 - mmaction - INFO - Epoch [32][3380/3757] lr: 2.000e-03, eta: 6:35:27, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3128, loss: 1.3128 2020-06-25 12:49:17,024 - mmaction - INFO - Epoch [32][3400/3757] lr: 2.000e-03, eta: 6:35:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.4460, loss: 1.4460 2020-06-25 12:49:22,998 - mmaction - INFO - Epoch [32][3420/3757] lr: 2.000e-03, eta: 6:35:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3790, loss: 1.3790 2020-06-25 12:49:28,978 - mmaction - INFO - Epoch [32][3440/3757] lr: 2.000e-03, eta: 6:35:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4256, loss: 1.4256 2020-06-25 12:49:34,979 - mmaction - INFO - Epoch [32][3460/3757] lr: 2.000e-03, eta: 6:34:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4118, loss: 1.4118 2020-06-25 12:49:40,985 - mmaction - INFO - Epoch [32][3480/3757] lr: 2.000e-03, eta: 6:34:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3318, loss: 1.3318 2020-06-25 12:49:47,218 - mmaction - INFO - Epoch [32][3500/3757] lr: 2.000e-03, eta: 6:34:42, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1197, loss: 1.1197 2020-06-25 12:49:53,223 - mmaction - INFO - Epoch [32][3520/3757] lr: 2.000e-03, eta: 6:34:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3064, loss: 1.3064 2020-06-25 12:49:59,212 - mmaction - INFO - Epoch [32][3540/3757] lr: 2.000e-03, eta: 6:34:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3336, loss: 1.3336 2020-06-25 12:50:05,242 - mmaction - INFO - Epoch [32][3560/3757] lr: 2.000e-03, eta: 6:34:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9062, loss_cls: 1.3051, loss: 1.3051 2020-06-25 12:50:11,226 - mmaction - INFO - Epoch [32][3580/3757] lr: 2.000e-03, eta: 6:34:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2998, loss: 1.2998 2020-06-25 12:50:17,234 - mmaction - INFO - Epoch [32][3600/3757] lr: 2.000e-03, eta: 6:34:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3722, loss: 1.3722 2020-06-25 12:50:23,232 - mmaction - INFO - Epoch [32][3620/3757] lr: 2.000e-03, eta: 6:33:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3305, loss: 1.3305 2020-06-25 12:50:29,212 - mmaction - INFO - Epoch [32][3640/3757] lr: 2.000e-03, eta: 6:33:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3554, loss: 1.3554 2020-06-25 12:50:35,207 - mmaction - INFO - Epoch [32][3660/3757] lr: 2.000e-03, eta: 6:33:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0792, loss: 1.0792 2020-06-25 12:50:41,205 - mmaction - INFO - Epoch [32][3680/3757] lr: 2.000e-03, eta: 6:33:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4204, loss: 1.4204 2020-06-25 12:50:47,218 - mmaction - INFO - Epoch [32][3700/3757] lr: 2.000e-03, eta: 6:33:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.2429, loss: 1.2429 2020-06-25 12:50:53,210 - mmaction - INFO - Epoch [32][3720/3757] lr: 2.000e-03, eta: 6:33:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2329, loss: 1.2329 2020-06-25 12:50:59,221 - mmaction - INFO - Epoch [32][3740/3757] lr: 2.000e-03, eta: 6:33:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.2238, loss: 1.2238 2020-06-25 12:54:01,798 - mmaction - INFO - Epoch [33][20/3757] lr: 2.000e-03, eta: 6:34:28, time: 8.597, data_time: 8.191, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.3745, loss: 1.3745 2020-06-25 12:54:07,860 - mmaction - INFO - Epoch [33][40/3757] lr: 2.000e-03, eta: 6:34:20, time: 0.303, data_time: 0.005, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4209, loss: 1.4209 2020-06-25 12:54:13,869 - mmaction - INFO - Epoch [33][60/3757] lr: 2.000e-03, eta: 6:34:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.5168, loss: 1.5168 2020-06-25 12:54:19,853 - mmaction - INFO - Epoch [33][80/3757] lr: 2.000e-03, eta: 6:34:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9868, loss: 0.9868 2020-06-25 12:54:25,840 - mmaction - INFO - Epoch [33][100/3757] lr: 2.000e-03, eta: 6:33:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1487, loss: 1.1487 2020-06-25 12:54:31,833 - mmaction - INFO - Epoch [33][120/3757] lr: 2.000e-03, eta: 6:33:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1649, loss: 1.1649 2020-06-25 12:54:37,830 - mmaction - INFO - Epoch [33][140/3757] lr: 2.000e-03, eta: 6:33:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3124, loss: 1.3124 2020-06-25 12:54:43,827 - mmaction - INFO - Epoch [33][160/3757] lr: 2.000e-03, eta: 6:33:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4182, loss: 1.4182 2020-06-25 12:54:49,844 - mmaction - INFO - Epoch [33][180/3757] lr: 2.000e-03, eta: 6:33:27, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0171, loss: 1.0171 2020-06-25 12:54:55,844 - mmaction - INFO - Epoch [33][200/3757] lr: 2.000e-03, eta: 6:33:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9375, loss_cls: 1.1758, loss: 1.1758 2020-06-25 12:55:01,948 - mmaction - INFO - Epoch [33][220/3757] lr: 2.000e-03, eta: 6:33:12, time: 0.305, data_time: 0.002, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3679, loss: 1.3679 2020-06-25 12:55:07,927 - mmaction - INFO - Epoch [33][240/3757] lr: 2.000e-03, eta: 6:33:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4460, loss: 1.4460 2020-06-25 12:55:13,908 - mmaction - INFO - Epoch [33][260/3757] lr: 2.000e-03, eta: 6:32:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.5126, loss: 1.5126 2020-06-25 12:55:19,874 - mmaction - INFO - Epoch [33][280/3757] lr: 2.000e-03, eta: 6:32:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2317, loss: 1.2317 2020-06-25 12:55:25,860 - mmaction - INFO - Epoch [33][300/3757] lr: 2.000e-03, eta: 6:32:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3369, loss: 1.3369 2020-06-25 12:55:31,824 - mmaction - INFO - Epoch [33][320/3757] lr: 2.000e-03, eta: 6:32:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.1102, loss: 1.1102 2020-06-25 12:55:37,806 - mmaction - INFO - Epoch [33][340/3757] lr: 2.000e-03, eta: 6:32:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2725, loss: 1.2725 2020-06-25 12:55:43,783 - mmaction - INFO - Epoch [33][360/3757] lr: 2.000e-03, eta: 6:32:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4147, loss: 1.4147 2020-06-25 12:55:49,773 - mmaction - INFO - Epoch [33][380/3757] lr: 2.000e-03, eta: 6:32:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3685, loss: 1.3685 2020-06-25 12:55:55,759 - mmaction - INFO - Epoch [33][400/3757] lr: 2.000e-03, eta: 6:32:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1760, loss: 1.1760 2020-06-25 12:56:01,751 - mmaction - INFO - Epoch [33][420/3757] lr: 2.000e-03, eta: 6:31:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.3718, loss: 1.3718 2020-06-25 12:56:07,728 - mmaction - INFO - Epoch [33][440/3757] lr: 2.000e-03, eta: 6:31:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3847, loss: 1.3847 2020-06-25 12:56:13,710 - mmaction - INFO - Epoch [33][460/3757] lr: 2.000e-03, eta: 6:31:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1789, loss: 1.1789 2020-06-25 12:56:19,702 - mmaction - INFO - Epoch [33][480/3757] lr: 2.000e-03, eta: 6:31:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1686, loss: 1.1686 2020-06-25 12:56:25,700 - mmaction - INFO - Epoch [33][500/3757] lr: 2.000e-03, eta: 6:31:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0588, loss: 1.0588 2020-06-25 12:56:31,688 - mmaction - INFO - Epoch [33][520/3757] lr: 2.000e-03, eta: 6:31:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3382, loss: 1.3382 2020-06-25 12:56:37,673 - mmaction - INFO - Epoch [33][540/3757] lr: 2.000e-03, eta: 6:31:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2966, loss: 1.2966 2020-06-25 12:56:43,656 - mmaction - INFO - Epoch [33][560/3757] lr: 2.000e-03, eta: 6:31:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4021, loss: 1.4021 2020-06-25 12:56:49,640 - mmaction - INFO - Epoch [33][580/3757] lr: 2.000e-03, eta: 6:30:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.4745, loss: 1.4745 2020-06-25 12:56:55,648 - mmaction - INFO - Epoch [33][600/3757] lr: 2.000e-03, eta: 6:30:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2418, loss: 1.2418 2020-06-25 12:57:01,663 - mmaction - INFO - Epoch [33][620/3757] lr: 2.000e-03, eta: 6:30:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1242, loss: 1.1242 2020-06-25 12:57:07,637 - mmaction - INFO - Epoch [33][640/3757] lr: 2.000e-03, eta: 6:30:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2856, loss: 1.2856 2020-06-25 12:57:13,634 - mmaction - INFO - Epoch [33][660/3757] lr: 2.000e-03, eta: 6:30:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1402, loss: 1.1402 2020-06-25 12:57:19,629 - mmaction - INFO - Epoch [33][680/3757] lr: 2.000e-03, eta: 6:30:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2927, loss: 1.2927 2020-06-25 12:57:25,605 - mmaction - INFO - Epoch [33][700/3757] lr: 2.000e-03, eta: 6:30:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5406, loss: 1.5406 2020-06-25 12:57:31,599 - mmaction - INFO - Epoch [33][720/3757] lr: 2.000e-03, eta: 6:30:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3971, loss: 1.3971 2020-06-25 12:57:37,585 - mmaction - INFO - Epoch [33][740/3757] lr: 2.000e-03, eta: 6:29:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2738, loss: 1.2738 2020-06-25 12:57:43,563 - mmaction - INFO - Epoch [33][760/3757] lr: 2.000e-03, eta: 6:29:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.1687, loss: 1.1687 2020-06-25 12:57:49,530 - mmaction - INFO - Epoch [33][780/3757] lr: 2.000e-03, eta: 6:29:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4339, loss: 1.4339 2020-06-25 12:57:55,488 - mmaction - INFO - Epoch [33][800/3757] lr: 2.000e-03, eta: 6:29:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0526, loss: 1.0526 2020-06-25 12:58:01,500 - mmaction - INFO - Epoch [33][820/3757] lr: 2.000e-03, eta: 6:29:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 1.0261, loss: 1.0261 2020-06-25 12:58:07,474 - mmaction - INFO - Epoch [33][840/3757] lr: 2.000e-03, eta: 6:29:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0729, loss: 1.0729 2020-06-25 12:58:13,473 - mmaction - INFO - Epoch [33][860/3757] lr: 2.000e-03, eta: 6:29:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.4285, loss: 1.4285 2020-06-25 12:58:19,446 - mmaction - INFO - Epoch [33][880/3757] lr: 2.000e-03, eta: 6:29:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3298, loss: 1.3298 2020-06-25 12:58:25,414 - mmaction - INFO - Epoch [33][900/3757] lr: 2.000e-03, eta: 6:28:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3727, loss: 1.3727 2020-06-25 12:58:31,419 - mmaction - INFO - Epoch [33][920/3757] lr: 2.000e-03, eta: 6:28:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8750, loss_cls: 1.4152, loss: 1.4152 2020-06-25 12:58:37,407 - mmaction - INFO - Epoch [33][940/3757] lr: 2.000e-03, eta: 6:28:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1786, loss: 1.1786 2020-06-25 12:58:43,389 - mmaction - INFO - Epoch [33][960/3757] lr: 2.000e-03, eta: 6:28:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2083, loss: 1.2083 2020-06-25 12:58:49,362 - mmaction - INFO - Epoch [33][980/3757] lr: 2.000e-03, eta: 6:28:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2428, loss: 1.2428 2020-06-25 12:58:55,354 - mmaction - INFO - Epoch [33][1000/3757] lr: 2.000e-03, eta: 6:28:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3007, loss: 1.3007 2020-06-25 12:59:01,330 - mmaction - INFO - Epoch [33][1020/3757] lr: 2.000e-03, eta: 6:28:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.2982, loss: 1.2982 2020-06-25 12:59:07,315 - mmaction - INFO - Epoch [33][1040/3757] lr: 2.000e-03, eta: 6:28:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5114, loss: 1.5114 2020-06-25 12:59:13,313 - mmaction - INFO - Epoch [33][1060/3757] lr: 2.000e-03, eta: 6:27:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3035, loss: 1.3035 2020-06-25 12:59:19,298 - mmaction - INFO - Epoch [33][1080/3757] lr: 2.000e-03, eta: 6:27:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2793, loss: 1.2793 2020-06-25 12:59:25,280 - mmaction - INFO - Epoch [33][1100/3757] lr: 2.000e-03, eta: 6:27:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3290, loss: 1.3290 2020-06-25 12:59:31,278 - mmaction - INFO - Epoch [33][1120/3757] lr: 2.000e-03, eta: 6:27:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1735, loss: 1.1735 2020-06-25 12:59:37,264 - mmaction - INFO - Epoch [33][1140/3757] lr: 2.000e-03, eta: 6:27:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2220, loss: 1.2220 2020-06-25 12:59:43,255 - mmaction - INFO - Epoch [33][1160/3757] lr: 2.000e-03, eta: 6:27:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.4345, loss: 1.4345 2020-06-25 12:59:49,247 - mmaction - INFO - Epoch [33][1180/3757] lr: 2.000e-03, eta: 6:27:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.4456, loss: 1.4456 2020-06-25 12:59:55,223 - mmaction - INFO - Epoch [33][1200/3757] lr: 2.000e-03, eta: 6:27:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3523, loss: 1.3523 2020-06-25 13:00:01,259 - mmaction - INFO - Epoch [33][1220/3757] lr: 2.000e-03, eta: 6:26:55, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4704, loss: 1.4704 2020-06-25 13:00:10,804 - mmaction - INFO - Epoch [33][1240/3757] lr: 2.000e-03, eta: 6:26:49, time: 0.477, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1740, loss: 1.1740 2020-06-25 13:00:16,807 - mmaction - INFO - Epoch [33][1260/3757] lr: 2.000e-03, eta: 6:26:41, time: 0.301, data_time: 0.002, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.4574, loss: 1.4574 2020-06-25 13:00:22,819 - mmaction - INFO - Epoch [33][1280/3757] lr: 2.000e-03, eta: 6:26:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2352, loss: 1.2352 2020-06-25 13:00:28,795 - mmaction - INFO - Epoch [33][1300/3757] lr: 2.000e-03, eta: 6:26:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8125, loss_cls: 1.4289, loss: 1.4289 2020-06-25 13:00:34,787 - mmaction - INFO - Epoch [33][1320/3757] lr: 2.000e-03, eta: 6:26:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2935, loss: 1.2935 2020-06-25 13:00:40,776 - mmaction - INFO - Epoch [33][1340/3757] lr: 2.000e-03, eta: 6:26:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.4797, loss: 1.4797 2020-06-25 13:00:46,742 - mmaction - INFO - Epoch [33][1360/3757] lr: 2.000e-03, eta: 6:26:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.7077, loss: 1.7077 2020-06-25 13:00:52,732 - mmaction - INFO - Epoch [33][1380/3757] lr: 2.000e-03, eta: 6:25:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.9125, loss_cls: 1.2894, loss: 1.2894 2020-06-25 13:00:58,737 - mmaction - INFO - Epoch [33][1400/3757] lr: 2.000e-03, eta: 6:25:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2721, loss: 1.2721 2020-06-25 13:01:04,703 - mmaction - INFO - Epoch [33][1420/3757] lr: 2.000e-03, eta: 6:25:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4736, loss: 1.4736 2020-06-25 13:01:10,709 - mmaction - INFO - Epoch [33][1440/3757] lr: 2.000e-03, eta: 6:25:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.3068, loss: 1.3068 2020-06-25 13:01:16,704 - mmaction - INFO - Epoch [33][1460/3757] lr: 2.000e-03, eta: 6:25:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2287, loss: 1.2287 2020-06-25 13:01:22,701 - mmaction - INFO - Epoch [33][1480/3757] lr: 2.000e-03, eta: 6:25:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2466, loss: 1.2466 2020-06-25 13:01:28,677 - mmaction - INFO - Epoch [33][1500/3757] lr: 2.000e-03, eta: 6:25:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2653, loss: 1.2653 2020-06-25 13:01:34,669 - mmaction - INFO - Epoch [33][1520/3757] lr: 2.000e-03, eta: 6:25:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1247, loss: 1.1247 2020-06-25 13:01:40,665 - mmaction - INFO - Epoch [33][1540/3757] lr: 2.000e-03, eta: 6:24:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1451, loss: 1.1451 2020-06-25 13:01:46,640 - mmaction - INFO - Epoch [33][1560/3757] lr: 2.000e-03, eta: 6:24:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.5077, loss: 1.5077 2020-06-25 13:01:52,635 - mmaction - INFO - Epoch [33][1580/3757] lr: 2.000e-03, eta: 6:24:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1360, loss: 1.1360 2020-06-25 13:01:58,628 - mmaction - INFO - Epoch [33][1600/3757] lr: 2.000e-03, eta: 6:24:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1609, loss: 1.1609 2020-06-25 13:02:04,598 - mmaction - INFO - Epoch [33][1620/3757] lr: 2.000e-03, eta: 6:24:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3065, loss: 1.3065 2020-06-25 13:02:10,593 - mmaction - INFO - Epoch [33][1640/3757] lr: 2.000e-03, eta: 6:24:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3809, loss: 1.3809 2020-06-25 13:02:16,615 - mmaction - INFO - Epoch [33][1660/3757] lr: 2.000e-03, eta: 6:24:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2782, loss: 1.2782 2020-06-25 13:02:22,649 - mmaction - INFO - Epoch [33][1680/3757] lr: 2.000e-03, eta: 6:24:03, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.5794, loss: 1.5794 2020-06-25 13:02:28,659 - mmaction - INFO - Epoch [33][1700/3757] lr: 2.000e-03, eta: 6:23:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3462, loss: 1.3462 2020-06-25 13:02:34,640 - mmaction - INFO - Epoch [33][1720/3757] lr: 2.000e-03, eta: 6:23:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0586, loss: 1.0586 2020-06-25 13:02:40,624 - mmaction - INFO - Epoch [33][1740/3757] lr: 2.000e-03, eta: 6:23:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0236, loss: 1.0236 2020-06-25 13:02:46,600 - mmaction - INFO - Epoch [33][1760/3757] lr: 2.000e-03, eta: 6:23:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8000, loss_cls: 1.4457, loss: 1.4457 2020-06-25 13:02:52,612 - mmaction - INFO - Epoch [33][1780/3757] lr: 2.000e-03, eta: 6:23:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.2919, loss: 1.2919 2020-06-25 13:02:58,599 - mmaction - INFO - Epoch [33][1800/3757] lr: 2.000e-03, eta: 6:23:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3371, loss: 1.3371 2020-06-25 13:03:04,600 - mmaction - INFO - Epoch [33][1820/3757] lr: 2.000e-03, eta: 6:23:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4424, loss: 1.4424 2020-06-25 13:03:10,592 - mmaction - INFO - Epoch [33][1840/3757] lr: 2.000e-03, eta: 6:23:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1919, loss: 1.1919 2020-06-25 13:03:16,572 - mmaction - INFO - Epoch [33][1860/3757] lr: 2.000e-03, eta: 6:22:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3435, loss: 1.3435 2020-06-25 13:03:22,594 - mmaction - INFO - Epoch [33][1880/3757] lr: 2.000e-03, eta: 6:22:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0699, loss: 1.0699 2020-06-25 13:03:28,564 - mmaction - INFO - Epoch [33][1900/3757] lr: 2.000e-03, eta: 6:22:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3255, loss: 1.3255 2020-06-25 13:03:34,541 - mmaction - INFO - Epoch [33][1920/3757] lr: 2.000e-03, eta: 6:22:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3756, loss: 1.3756 2020-06-25 13:03:40,551 - mmaction - INFO - Epoch [33][1940/3757] lr: 2.000e-03, eta: 6:22:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1456, loss: 1.1456 2020-06-25 13:03:46,529 - mmaction - INFO - Epoch [33][1960/3757] lr: 2.000e-03, eta: 6:22:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135 2020-06-25 13:03:52,524 - mmaction - INFO - Epoch [33][1980/3757] lr: 2.000e-03, eta: 6:22:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0672, loss: 1.0672 2020-06-25 13:03:58,490 - mmaction - INFO - Epoch [33][2000/3757] lr: 2.000e-03, eta: 6:22:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5047, loss: 1.5047 2020-06-25 13:04:04,469 - mmaction - INFO - Epoch [33][2020/3757] lr: 2.000e-03, eta: 6:21:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3482, loss: 1.3482 2020-06-25 13:04:10,446 - mmaction - INFO - Epoch [33][2040/3757] lr: 2.000e-03, eta: 6:21:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1761, loss: 1.1761 2020-06-25 13:04:16,449 - mmaction - INFO - Epoch [33][2060/3757] lr: 2.000e-03, eta: 6:21:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2273, loss: 1.2273 2020-06-25 13:04:22,453 - mmaction - INFO - Epoch [33][2080/3757] lr: 2.000e-03, eta: 6:21:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1571, loss: 1.1571 2020-06-25 13:04:28,431 - mmaction - INFO - Epoch [33][2100/3757] lr: 2.000e-03, eta: 6:21:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4885, loss: 1.4885 2020-06-25 13:04:34,427 - mmaction - INFO - Epoch [33][2120/3757] lr: 2.000e-03, eta: 6:21:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2531, loss: 1.2531 2020-06-25 13:04:40,418 - mmaction - INFO - Epoch [33][2140/3757] lr: 2.000e-03, eta: 6:21:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1831, loss: 1.1831 2020-06-25 13:04:46,396 - mmaction - INFO - Epoch [33][2160/3757] lr: 2.000e-03, eta: 6:21:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4624, loss: 1.4624 2020-06-25 13:04:52,369 - mmaction - INFO - Epoch [33][2180/3757] lr: 2.000e-03, eta: 6:20:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2741, loss: 1.2741 2020-06-25 13:04:58,336 - mmaction - INFO - Epoch [33][2200/3757] lr: 2.000e-03, eta: 6:20:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1279, loss: 1.1279 2020-06-25 13:05:04,743 - mmaction - INFO - Epoch [33][2220/3757] lr: 2.000e-03, eta: 6:20:40, time: 0.320, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2463, loss: 1.2463 2020-06-25 13:05:10,773 - mmaction - INFO - Epoch [33][2240/3757] lr: 2.000e-03, eta: 6:20:33, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1793, loss: 1.1793 2020-06-25 13:05:16,780 - mmaction - INFO - Epoch [33][2260/3757] lr: 2.000e-03, eta: 6:20:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2691, loss: 1.2691 2020-06-25 13:05:22,772 - mmaction - INFO - Epoch [33][2280/3757] lr: 2.000e-03, eta: 6:20:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3149, loss: 1.3149 2020-06-25 13:05:28,744 - mmaction - INFO - Epoch [33][2300/3757] lr: 2.000e-03, eta: 6:20:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1235, loss: 1.1235 2020-06-25 13:05:34,739 - mmaction - INFO - Epoch [33][2320/3757] lr: 2.000e-03, eta: 6:20:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4280, loss: 1.4280 2020-06-25 13:05:40,716 - mmaction - INFO - Epoch [33][2340/3757] lr: 2.000e-03, eta: 6:19:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3444, loss: 1.3444 2020-06-25 13:05:46,718 - mmaction - INFO - Epoch [33][2360/3757] lr: 2.000e-03, eta: 6:19:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1440, loss: 1.1440 2020-06-25 13:05:52,737 - mmaction - INFO - Epoch [33][2380/3757] lr: 2.000e-03, eta: 6:19:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.6050, loss: 1.6050 2020-06-25 13:05:58,737 - mmaction - INFO - Epoch [33][2400/3757] lr: 2.000e-03, eta: 6:19:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.2877, loss: 1.2877 2020-06-25 13:06:04,729 - mmaction - INFO - Epoch [33][2420/3757] lr: 2.000e-03, eta: 6:19:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2127, loss: 1.2127 2020-06-25 13:06:10,713 - mmaction - INFO - Epoch [33][2440/3757] lr: 2.000e-03, eta: 6:19:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2205, loss: 1.2205 2020-06-25 13:06:16,686 - mmaction - INFO - Epoch [33][2460/3757] lr: 2.000e-03, eta: 6:19:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3776, loss: 1.3776 2020-06-25 13:06:22,679 - mmaction - INFO - Epoch [33][2480/3757] lr: 2.000e-03, eta: 6:19:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2070, loss: 1.2070 2020-06-25 13:06:28,668 - mmaction - INFO - Epoch [33][2500/3757] lr: 2.000e-03, eta: 6:18:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5032, loss: 1.5032 2020-06-25 13:06:34,626 - mmaction - INFO - Epoch [33][2520/3757] lr: 2.000e-03, eta: 6:18:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1798, loss: 1.1798 2020-06-25 13:06:40,614 - mmaction - INFO - Epoch [33][2540/3757] lr: 2.000e-03, eta: 6:18:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 1.0112, loss: 1.0112 2020-06-25 13:06:46,598 - mmaction - INFO - Epoch [33][2560/3757] lr: 2.000e-03, eta: 6:18:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2861, loss: 1.2861 2020-06-25 13:06:52,559 - mmaction - INFO - Epoch [33][2580/3757] lr: 2.000e-03, eta: 6:18:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.2606, loss: 1.2606 2020-06-25 13:06:58,541 - mmaction - INFO - Epoch [33][2600/3757] lr: 2.000e-03, eta: 6:18:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.0743, loss: 1.0743 2020-06-25 13:07:04,577 - mmaction - INFO - Epoch [33][2620/3757] lr: 2.000e-03, eta: 6:18:10, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 1.0203, loss: 1.0203 2020-06-25 13:07:10,567 - mmaction - INFO - Epoch [33][2640/3757] lr: 2.000e-03, eta: 6:18:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7612, loss: 1.7612 2020-06-25 13:07:16,541 - mmaction - INFO - Epoch [33][2660/3757] lr: 2.000e-03, eta: 6:17:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1958, loss: 1.1958 2020-06-25 13:07:22,524 - mmaction - INFO - Epoch [33][2680/3757] lr: 2.000e-03, eta: 6:17:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.4202, loss: 1.4202 2020-06-25 13:07:28,529 - mmaction - INFO - Epoch [33][2700/3757] lr: 2.000e-03, eta: 6:17:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2349, loss: 1.2349 2020-06-25 13:07:34,520 - mmaction - INFO - Epoch [33][2720/3757] lr: 2.000e-03, eta: 6:17:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3729, loss: 1.3729 2020-06-25 13:07:40,515 - mmaction - INFO - Epoch [33][2740/3757] lr: 2.000e-03, eta: 6:17:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.0983, loss: 1.0983 2020-06-25 13:07:46,493 - mmaction - INFO - Epoch [33][2760/3757] lr: 2.000e-03, eta: 6:17:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4045, loss: 1.4045 2020-06-25 13:07:52,499 - mmaction - INFO - Epoch [33][2780/3757] lr: 2.000e-03, eta: 6:17:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2098, loss: 1.2098 2020-06-25 13:07:58,482 - mmaction - INFO - Epoch [33][2800/3757] lr: 2.000e-03, eta: 6:17:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.1782, loss: 1.1782 2020-06-25 13:08:04,490 - mmaction - INFO - Epoch [33][2820/3757] lr: 2.000e-03, eta: 6:16:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2402, loss: 1.2402 2020-06-25 13:08:10,498 - mmaction - INFO - Epoch [33][2840/3757] lr: 2.000e-03, eta: 6:16:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1895, loss: 1.1895 2020-06-25 13:08:16,489 - mmaction - INFO - Epoch [33][2860/3757] lr: 2.000e-03, eta: 6:16:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2711, loss: 1.2711 2020-06-25 13:08:22,483 - mmaction - INFO - Epoch [33][2880/3757] lr: 2.000e-03, eta: 6:16:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2442, loss: 1.2442 2020-06-25 13:08:28,461 - mmaction - INFO - Epoch [33][2900/3757] lr: 2.000e-03, eta: 6:16:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0062, loss: 1.0062 2020-06-25 13:08:34,440 - mmaction - INFO - Epoch [33][2920/3757] lr: 2.000e-03, eta: 6:16:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.4600, loss: 1.4600 2020-06-25 13:08:40,423 - mmaction - INFO - Epoch [33][2940/3757] lr: 2.000e-03, eta: 6:16:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3647, loss: 1.3647 2020-06-25 13:08:46,416 - mmaction - INFO - Epoch [33][2960/3757] lr: 2.000e-03, eta: 6:16:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1887, loss: 1.1887 2020-06-25 13:08:52,404 - mmaction - INFO - Epoch [33][2980/3757] lr: 2.000e-03, eta: 6:15:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5207, loss: 1.5207 2020-06-25 13:08:58,388 - mmaction - INFO - Epoch [33][3000/3757] lr: 2.000e-03, eta: 6:15:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3234, loss: 1.3234 2020-06-25 13:09:04,387 - mmaction - INFO - Epoch [33][3020/3757] lr: 2.000e-03, eta: 6:15:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2238, loss: 1.2238 2020-06-25 13:09:10,363 - mmaction - INFO - Epoch [33][3040/3757] lr: 2.000e-03, eta: 6:15:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.3256, loss: 1.3256 2020-06-25 13:09:16,319 - mmaction - INFO - Epoch [33][3060/3757] lr: 2.000e-03, eta: 6:15:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2846, loss: 1.2846 2020-06-25 13:09:22,305 - mmaction - INFO - Epoch [33][3080/3757] lr: 2.000e-03, eta: 6:15:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0763, loss: 1.0763 2020-06-25 13:09:28,276 - mmaction - INFO - Epoch [33][3100/3757] lr: 2.000e-03, eta: 6:15:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2224, loss: 1.2224 2020-06-25 13:09:34,264 - mmaction - INFO - Epoch [33][3120/3757] lr: 2.000e-03, eta: 6:15:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2084, loss: 1.2084 2020-06-25 13:09:40,253 - mmaction - INFO - Epoch [33][3140/3757] lr: 2.000e-03, eta: 6:14:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5251, loss: 1.5251 2020-06-25 13:09:46,252 - mmaction - INFO - Epoch [33][3160/3757] lr: 2.000e-03, eta: 6:14:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0750, loss: 1.0750 2020-06-25 13:09:52,291 - mmaction - INFO - Epoch [33][3180/3757] lr: 2.000e-03, eta: 6:14:40, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1476, loss: 1.1476 2020-06-25 13:09:58,292 - mmaction - INFO - Epoch [33][3200/3757] lr: 2.000e-03, eta: 6:14:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3778, loss: 1.3778 2020-06-25 13:10:04,265 - mmaction - INFO - Epoch [33][3220/3757] lr: 2.000e-03, eta: 6:14:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3832, loss: 1.3832 2020-06-25 13:10:10,239 - mmaction - INFO - Epoch [33][3240/3757] lr: 2.000e-03, eta: 6:14:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1643, loss: 1.1643 2020-06-25 13:10:16,204 - mmaction - INFO - Epoch [33][3260/3757] lr: 2.000e-03, eta: 6:14:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.2636, loss: 1.2636 2020-06-25 13:10:22,154 - mmaction - INFO - Epoch [33][3280/3757] lr: 2.000e-03, eta: 6:14:03, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3110, loss: 1.3110 2020-06-25 13:10:28,129 - mmaction - INFO - Epoch [33][3300/3757] lr: 2.000e-03, eta: 6:13:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1842, loss: 1.1842 2020-06-25 13:10:34,111 - mmaction - INFO - Epoch [33][3320/3757] lr: 2.000e-03, eta: 6:13:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4541, loss: 1.4541 2020-06-25 13:10:40,089 - mmaction - INFO - Epoch [33][3340/3757] lr: 2.000e-03, eta: 6:13:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6575, loss: 1.6575 2020-06-25 13:10:46,058 - mmaction - INFO - Epoch [33][3360/3757] lr: 2.000e-03, eta: 6:13:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1596, loss: 1.1596 2020-06-25 13:10:52,028 - mmaction - INFO - Epoch [33][3380/3757] lr: 2.000e-03, eta: 6:13:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.2400, loss: 1.2400 2020-06-25 13:10:57,985 - mmaction - INFO - Epoch [33][3400/3757] lr: 2.000e-03, eta: 6:13:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3628, loss: 1.3628 2020-06-25 13:11:03,954 - mmaction - INFO - Epoch [33][3420/3757] lr: 2.000e-03, eta: 6:13:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3414, loss: 1.3414 2020-06-25 13:11:09,933 - mmaction - INFO - Epoch [33][3440/3757] lr: 2.000e-03, eta: 6:13:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2802, loss: 1.2802 2020-06-25 13:11:15,919 - mmaction - INFO - Epoch [33][3460/3757] lr: 2.000e-03, eta: 6:12:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3345, loss: 1.3345 2020-06-25 13:11:21,910 - mmaction - INFO - Epoch [33][3480/3757] lr: 2.000e-03, eta: 6:12:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.1658, loss: 1.1658 2020-06-25 13:11:27,919 - mmaction - INFO - Epoch [33][3500/3757] lr: 2.000e-03, eta: 6:12:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2281, loss: 1.2281 2020-06-25 13:11:33,937 - mmaction - INFO - Epoch [33][3520/3757] lr: 2.000e-03, eta: 6:12:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3055, loss: 1.3055 2020-06-25 13:11:39,935 - mmaction - INFO - Epoch [33][3540/3757] lr: 2.000e-03, eta: 6:12:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3832, loss: 1.3832 2020-06-25 13:11:45,907 - mmaction - INFO - Epoch [33][3560/3757] lr: 2.000e-03, eta: 6:12:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1973, loss: 1.1973 2020-06-25 13:11:51,863 - mmaction - INFO - Epoch [33][3580/3757] lr: 2.000e-03, eta: 6:12:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3957, loss: 1.3957 2020-06-25 13:11:57,864 - mmaction - INFO - Epoch [33][3600/3757] lr: 2.000e-03, eta: 6:12:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2853, loss: 1.2853 2020-06-25 13:12:03,894 - mmaction - INFO - Epoch [33][3620/3757] lr: 2.000e-03, eta: 6:11:55, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4297, loss: 1.4297 2020-06-25 13:12:09,877 - mmaction - INFO - Epoch [33][3640/3757] lr: 2.000e-03, eta: 6:11:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2552, loss: 1.2552 2020-06-25 13:12:15,857 - mmaction - INFO - Epoch [33][3660/3757] lr: 2.000e-03, eta: 6:11:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.5123, loss: 1.5123 2020-06-25 13:12:21,818 - mmaction - INFO - Epoch [33][3680/3757] lr: 2.000e-03, eta: 6:11:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3894, loss: 1.3894 2020-06-25 13:12:27,805 - mmaction - INFO - Epoch [33][3700/3757] lr: 2.000e-03, eta: 6:11:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.1490, loss: 1.1490 2020-06-25 13:12:33,769 - mmaction - INFO - Epoch [33][3720/3757] lr: 2.000e-03, eta: 6:11:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0875, loss: 1.0875 2020-06-25 13:12:39,742 - mmaction - INFO - Epoch [33][3740/3757] lr: 2.000e-03, eta: 6:11:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1211, loss: 1.1211 2020-06-25 13:15:39,084 - mmaction - INFO - Epoch [34][20/3757] lr: 2.000e-03, eta: 6:12:17, time: 8.393, data_time: 7.909, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0559, loss: 1.0559 2020-06-25 13:15:45,106 - mmaction - INFO - Epoch [34][40/3757] lr: 2.000e-03, eta: 6:12:10, time: 0.302, data_time: 0.003, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3873, loss: 1.3873 2020-06-25 13:15:51,108 - mmaction - INFO - Epoch [34][60/3757] lr: 2.000e-03, eta: 6:12:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0878, loss: 1.0878 2020-06-25 13:15:57,096 - mmaction - INFO - Epoch [34][80/3757] lr: 2.000e-03, eta: 6:11:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2914, loss: 1.2914 2020-06-25 13:16:03,082 - mmaction - INFO - Epoch [34][100/3757] lr: 2.000e-03, eta: 6:11:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1897, loss: 1.1897 2020-06-25 13:16:09,052 - mmaction - INFO - Epoch [34][120/3757] lr: 2.000e-03, eta: 6:11:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2210, loss: 1.2210 2020-06-25 13:16:15,035 - mmaction - INFO - Epoch [34][140/3757] lr: 2.000e-03, eta: 6:11:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2600, loss: 1.2600 2020-06-25 13:16:21,020 - mmaction - INFO - Epoch [34][160/3757] lr: 2.000e-03, eta: 6:11:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0016, loss: 1.0016 2020-06-25 13:16:27,002 - mmaction - INFO - Epoch [34][180/3757] lr: 2.000e-03, eta: 6:11:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0724, loss: 1.0724 2020-06-25 13:16:32,975 - mmaction - INFO - Epoch [34][200/3757] lr: 2.000e-03, eta: 6:11:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3229, loss: 1.3229 2020-06-25 13:16:38,972 - mmaction - INFO - Epoch [34][220/3757] lr: 2.000e-03, eta: 6:11:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1925, loss: 1.1925 2020-06-25 13:16:44,966 - mmaction - INFO - Epoch [34][240/3757] lr: 2.000e-03, eta: 6:10:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1203, loss: 1.1203 2020-06-25 13:16:50,970 - mmaction - INFO - Epoch [34][260/3757] lr: 2.000e-03, eta: 6:10:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.2789, loss: 1.2789 2020-06-25 13:16:56,948 - mmaction - INFO - Epoch [34][280/3757] lr: 2.000e-03, eta: 6:10:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.6064, loss: 1.6064 2020-06-25 13:17:02,935 - mmaction - INFO - Epoch [34][300/3757] lr: 2.000e-03, eta: 6:10:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1417, loss: 1.1417 2020-06-25 13:17:08,910 - mmaction - INFO - Epoch [34][320/3757] lr: 2.000e-03, eta: 6:10:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3341, loss: 1.3341 2020-06-25 13:17:14,863 - mmaction - INFO - Epoch [34][340/3757] lr: 2.000e-03, eta: 6:10:17, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.3719, loss: 1.3719 2020-06-25 13:17:20,829 - mmaction - INFO - Epoch [34][360/3757] lr: 2.000e-03, eta: 6:10:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2707, loss: 1.2707 2020-06-25 13:17:26,831 - mmaction - INFO - Epoch [34][380/3757] lr: 2.000e-03, eta: 6:10:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2961, loss: 1.2961 2020-06-25 13:17:32,809 - mmaction - INFO - Epoch [34][400/3757] lr: 2.000e-03, eta: 6:09:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3623, loss: 1.3623 2020-06-25 13:17:38,807 - mmaction - INFO - Epoch [34][420/3757] lr: 2.000e-03, eta: 6:09:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1284, loss: 1.1284 2020-06-25 13:17:44,775 - mmaction - INFO - Epoch [34][440/3757] lr: 2.000e-03, eta: 6:09:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1552, loss: 1.1552 2020-06-25 13:17:50,750 - mmaction - INFO - Epoch [34][460/3757] lr: 2.000e-03, eta: 6:09:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1875, loss: 1.1875 2020-06-25 13:17:56,732 - mmaction - INFO - Epoch [34][480/3757] lr: 2.000e-03, eta: 6:09:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3621, loss: 1.3621 2020-06-25 13:18:02,738 - mmaction - INFO - Epoch [34][500/3757] lr: 2.000e-03, eta: 6:09:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1887, loss: 1.1887 2020-06-25 13:18:08,729 - mmaction - INFO - Epoch [34][520/3757] lr: 2.000e-03, eta: 6:09:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2687, loss: 1.2687 2020-06-25 13:18:14,707 - mmaction - INFO - Epoch [34][540/3757] lr: 2.000e-03, eta: 6:09:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1260, loss: 1.1260 2020-06-25 13:18:20,679 - mmaction - INFO - Epoch [34][560/3757] lr: 2.000e-03, eta: 6:08:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0991, loss: 1.0991 2020-06-25 13:18:26,663 - mmaction - INFO - Epoch [34][580/3757] lr: 2.000e-03, eta: 6:08:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2775, loss: 1.2775 2020-06-25 13:18:32,643 - mmaction - INFO - Epoch [34][600/3757] lr: 2.000e-03, eta: 6:08:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3512, loss: 1.3512 2020-06-25 13:18:38,634 - mmaction - INFO - Epoch [34][620/3757] lr: 2.000e-03, eta: 6:08:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0538, loss: 1.0538 2020-06-25 13:18:44,631 - mmaction - INFO - Epoch [34][640/3757] lr: 2.000e-03, eta: 6:08:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.0339, loss: 1.0339 2020-06-25 13:18:50,612 - mmaction - INFO - Epoch [34][660/3757] lr: 2.000e-03, eta: 6:08:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1836, loss: 1.1836 2020-06-25 13:18:56,588 - mmaction - INFO - Epoch [34][680/3757] lr: 2.000e-03, eta: 6:08:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0396, loss: 1.0396 2020-06-25 13:19:02,571 - mmaction - INFO - Epoch [34][700/3757] lr: 2.000e-03, eta: 6:08:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0589, loss: 1.0589 2020-06-25 13:19:08,557 - mmaction - INFO - Epoch [34][720/3757] lr: 2.000e-03, eta: 6:07:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2325, loss: 1.2325 2020-06-25 13:19:14,529 - mmaction - INFO - Epoch [34][740/3757] lr: 2.000e-03, eta: 6:07:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3044, loss: 1.3044 2020-06-25 13:19:20,517 - mmaction - INFO - Epoch [34][760/3757] lr: 2.000e-03, eta: 6:07:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9883, loss: 0.9883 2020-06-25 13:19:26,489 - mmaction - INFO - Epoch [34][780/3757] lr: 2.000e-03, eta: 6:07:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5120, loss: 1.5120 2020-06-25 13:19:32,496 - mmaction - INFO - Epoch [34][800/3757] lr: 2.000e-03, eta: 6:07:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347 2020-06-25 13:19:38,496 - mmaction - INFO - Epoch [34][820/3757] lr: 2.000e-03, eta: 6:07:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4613, loss: 1.4613 2020-06-25 13:19:44,506 - mmaction - INFO - Epoch [34][840/3757] lr: 2.000e-03, eta: 6:07:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9125, loss_cls: 1.2530, loss: 1.2530 2020-06-25 13:19:50,513 - mmaction - INFO - Epoch [34][860/3757] lr: 2.000e-03, eta: 6:07:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1886, loss: 1.1886 2020-06-25 13:19:56,517 - mmaction - INFO - Epoch [34][880/3757] lr: 2.000e-03, eta: 6:06:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1906, loss: 1.1906 2020-06-25 13:20:02,888 - mmaction - INFO - Epoch [34][900/3757] lr: 2.000e-03, eta: 6:06:47, time: 0.318, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.2865, loss: 1.2865 2020-06-25 13:20:08,863 - mmaction - INFO - Epoch [34][920/3757] lr: 2.000e-03, eta: 6:06:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0416, loss: 1.0416 2020-06-25 13:20:14,893 - mmaction - INFO - Epoch [34][940/3757] lr: 2.000e-03, eta: 6:06:32, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4185, loss: 1.4185 2020-06-25 13:20:20,850 - mmaction - INFO - Epoch [34][960/3757] lr: 2.000e-03, eta: 6:06:25, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.2304, loss: 1.2304 2020-06-25 13:20:26,831 - mmaction - INFO - Epoch [34][980/3757] lr: 2.000e-03, eta: 6:06:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3719, loss: 1.3719 2020-06-25 13:20:32,843 - mmaction - INFO - Epoch [34][1000/3757] lr: 2.000e-03, eta: 6:06:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0359, loss: 1.0359 2020-06-25 13:20:38,832 - mmaction - INFO - Epoch [34][1020/3757] lr: 2.000e-03, eta: 6:06:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4835, loss: 1.4835 2020-06-25 13:20:44,811 - mmaction - INFO - Epoch [34][1040/3757] lr: 2.000e-03, eta: 6:05:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2357, loss: 1.2357 2020-06-25 13:20:50,818 - mmaction - INFO - Epoch [34][1060/3757] lr: 2.000e-03, eta: 6:05:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5463, loss: 1.5463 2020-06-25 13:20:56,796 - mmaction - INFO - Epoch [34][1080/3757] lr: 2.000e-03, eta: 6:05:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2999, loss: 1.2999 2020-06-25 13:21:02,749 - mmaction - INFO - Epoch [34][1100/3757] lr: 2.000e-03, eta: 6:05:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1784, loss: 1.1784 2020-06-25 13:21:08,759 - mmaction - INFO - Epoch [34][1120/3757] lr: 2.000e-03, eta: 6:05:25, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3118, loss: 1.3118 2020-06-25 13:21:14,762 - mmaction - INFO - Epoch [34][1140/3757] lr: 2.000e-03, eta: 6:05:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1326, loss: 1.1326 2020-06-25 13:21:20,742 - mmaction - INFO - Epoch [34][1160/3757] lr: 2.000e-03, eta: 6:05:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3563, loss: 1.3563 2020-06-25 13:21:26,738 - mmaction - INFO - Epoch [34][1180/3757] lr: 2.000e-03, eta: 6:05:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1448, loss: 1.1448 2020-06-25 13:21:32,742 - mmaction - INFO - Epoch [34][1200/3757] lr: 2.000e-03, eta: 6:04:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2685, loss: 1.2685 2020-06-25 13:21:38,714 - mmaction - INFO - Epoch [34][1220/3757] lr: 2.000e-03, eta: 6:04:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2853, loss: 1.2853 2020-06-25 13:21:44,702 - mmaction - INFO - Epoch [34][1240/3757] lr: 2.000e-03, eta: 6:04:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3090, loss: 1.3090 2020-06-25 13:21:51,748 - mmaction - INFO - Epoch [34][1260/3757] lr: 2.000e-03, eta: 6:04:33, time: 0.352, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2121, loss: 1.2121 2020-06-25 13:21:57,743 - mmaction - INFO - Epoch [34][1280/3757] lr: 2.000e-03, eta: 6:04:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3680, loss: 1.3680 2020-06-25 13:22:03,719 - mmaction - INFO - Epoch [34][1300/3757] lr: 2.000e-03, eta: 6:04:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4571, loss: 1.4571 2020-06-25 13:22:09,711 - mmaction - INFO - Epoch [34][1320/3757] lr: 2.000e-03, eta: 6:04:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2137, loss: 1.2137 2020-06-25 13:22:15,693 - mmaction - INFO - Epoch [34][1340/3757] lr: 2.000e-03, eta: 6:04:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3121, loss: 1.3121 2020-06-25 13:22:21,681 - mmaction - INFO - Epoch [34][1360/3757] lr: 2.000e-03, eta: 6:03:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2503, loss: 1.2503 2020-06-25 13:22:27,658 - mmaction - INFO - Epoch [34][1380/3757] lr: 2.000e-03, eta: 6:03:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3591, loss: 1.3591 2020-06-25 13:22:33,646 - mmaction - INFO - Epoch [34][1400/3757] lr: 2.000e-03, eta: 6:03:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1355, loss: 1.1355 2020-06-25 13:22:39,640 - mmaction - INFO - Epoch [34][1420/3757] lr: 2.000e-03, eta: 6:03:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4129, loss: 1.4129 2020-06-25 13:22:45,649 - mmaction - INFO - Epoch [34][1440/3757] lr: 2.000e-03, eta: 6:03:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2445, loss: 1.2445 2020-06-25 13:22:51,642 - mmaction - INFO - Epoch [34][1460/3757] lr: 2.000e-03, eta: 6:03:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2974, loss: 1.2974 2020-06-25 13:22:57,632 - mmaction - INFO - Epoch [34][1480/3757] lr: 2.000e-03, eta: 6:03:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0092, loss: 1.0092 2020-06-25 13:23:03,609 - mmaction - INFO - Epoch [34][1500/3757] lr: 2.000e-03, eta: 6:03:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4142, loss: 1.4142 2020-06-25 13:23:09,560 - mmaction - INFO - Epoch [34][1520/3757] lr: 2.000e-03, eta: 6:02:56, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3493, loss: 1.3493 2020-06-25 13:23:15,507 - mmaction - INFO - Epoch [34][1540/3757] lr: 2.000e-03, eta: 6:02:48, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1422, loss: 1.1422 2020-06-25 13:23:21,482 - mmaction - INFO - Epoch [34][1560/3757] lr: 2.000e-03, eta: 6:02:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3059, loss: 1.3059 2020-06-25 13:23:27,474 - mmaction - INFO - Epoch [34][1580/3757] lr: 2.000e-03, eta: 6:02:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4392, loss: 1.4392 2020-06-25 13:23:33,436 - mmaction - INFO - Epoch [34][1600/3757] lr: 2.000e-03, eta: 6:02:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4099, loss: 1.4099 2020-06-25 13:23:39,425 - mmaction - INFO - Epoch [34][1620/3757] lr: 2.000e-03, eta: 6:02:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1132, loss: 1.1132 2020-06-25 13:23:45,400 - mmaction - INFO - Epoch [34][1640/3757] lr: 2.000e-03, eta: 6:02:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0194, loss: 1.0194 2020-06-25 13:23:51,372 - mmaction - INFO - Epoch [34][1660/3757] lr: 2.000e-03, eta: 6:02:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1787, loss: 1.1787 2020-06-25 13:23:57,365 - mmaction - INFO - Epoch [34][1680/3757] lr: 2.000e-03, eta: 6:01:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8500, loss_cls: 1.2125, loss: 1.2125 2020-06-25 13:24:03,330 - mmaction - INFO - Epoch [34][1700/3757] lr: 2.000e-03, eta: 6:01:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1022, loss: 1.1022 2020-06-25 13:24:09,294 - mmaction - INFO - Epoch [34][1720/3757] lr: 2.000e-03, eta: 6:01:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2969, loss: 1.2969 2020-06-25 13:24:15,277 - mmaction - INFO - Epoch [34][1740/3757] lr: 2.000e-03, eta: 6:01:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3377, loss: 1.3377 2020-06-25 13:24:21,264 - mmaction - INFO - Epoch [34][1760/3757] lr: 2.000e-03, eta: 6:01:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.3174, loss: 1.3174 2020-06-25 13:24:27,258 - mmaction - INFO - Epoch [34][1780/3757] lr: 2.000e-03, eta: 6:01:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9125, loss_cls: 1.2144, loss: 1.2144 2020-06-25 13:24:33,241 - mmaction - INFO - Epoch [34][1800/3757] lr: 2.000e-03, eta: 6:01:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.2309, loss: 1.2309 2020-06-25 13:24:39,257 - mmaction - INFO - Epoch [34][1820/3757] lr: 2.000e-03, eta: 6:01:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1203, loss: 1.1203 2020-06-25 13:24:45,228 - mmaction - INFO - Epoch [34][1840/3757] lr: 2.000e-03, eta: 6:00:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.1737, loss: 1.1737 2020-06-25 13:24:51,179 - mmaction - INFO - Epoch [34][1860/3757] lr: 2.000e-03, eta: 6:00:49, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3698, loss: 1.3698 2020-06-25 13:24:57,143 - mmaction - INFO - Epoch [34][1880/3757] lr: 2.000e-03, eta: 6:00:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3739, loss: 1.3739 2020-06-25 13:25:03,462 - mmaction - INFO - Epoch [34][1900/3757] lr: 2.000e-03, eta: 6:00:34, time: 0.316, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2768, loss: 1.2768 2020-06-25 13:25:09,417 - mmaction - INFO - Epoch [34][1920/3757] lr: 2.000e-03, eta: 6:00:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.1111, loss: 1.1111 2020-06-25 13:25:15,406 - mmaction - INFO - Epoch [34][1940/3757] lr: 2.000e-03, eta: 6:00:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2395, loss: 1.2395 2020-06-25 13:25:21,383 - mmaction - INFO - Epoch [34][1960/3757] lr: 2.000e-03, eta: 6:00:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2463, loss: 1.2463 2020-06-25 13:25:27,372 - mmaction - INFO - Epoch [34][1980/3757] lr: 2.000e-03, eta: 6:00:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2208, loss: 1.2208 2020-06-25 13:25:33,358 - mmaction - INFO - Epoch [34][2000/3757] lr: 2.000e-03, eta: 5:59:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8625, loss_cls: 1.5173, loss: 1.5173 2020-06-25 13:25:39,336 - mmaction - INFO - Epoch [34][2020/3757] lr: 2.000e-03, eta: 5:59:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2348, loss: 1.2348 2020-06-25 13:25:45,291 - mmaction - INFO - Epoch [34][2040/3757] lr: 2.000e-03, eta: 5:59:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2069, loss: 1.2069 2020-06-25 13:25:51,263 - mmaction - INFO - Epoch [34][2060/3757] lr: 2.000e-03, eta: 5:59:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1634, loss: 1.1634 2020-06-25 13:25:57,219 - mmaction - INFO - Epoch [34][2080/3757] lr: 2.000e-03, eta: 5:59:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0494, loss: 1.0494 2020-06-25 13:26:03,214 - mmaction - INFO - Epoch [34][2100/3757] lr: 2.000e-03, eta: 5:59:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4148, loss: 1.4148 2020-06-25 13:26:09,218 - mmaction - INFO - Epoch [34][2120/3757] lr: 2.000e-03, eta: 5:59:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3065, loss: 1.3065 2020-06-25 13:26:15,192 - mmaction - INFO - Epoch [34][2140/3757] lr: 2.000e-03, eta: 5:59:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.5372, loss: 1.5372 2020-06-25 13:26:21,166 - mmaction - INFO - Epoch [34][2160/3757] lr: 2.000e-03, eta: 5:58:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5265, loss: 1.5265 2020-06-25 13:26:27,162 - mmaction - INFO - Epoch [34][2180/3757] lr: 2.000e-03, eta: 5:58:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2798, loss: 1.2798 2020-06-25 13:26:33,117 - mmaction - INFO - Epoch [34][2200/3757] lr: 2.000e-03, eta: 5:58:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3942, loss: 1.3942 2020-06-25 13:26:39,076 - mmaction - INFO - Epoch [34][2220/3757] lr: 2.000e-03, eta: 5:58:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4061, loss: 1.4061 2020-06-25 13:26:45,058 - mmaction - INFO - Epoch [34][2240/3757] lr: 2.000e-03, eta: 5:58:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3682, loss: 1.3682 2020-06-25 13:26:51,063 - mmaction - INFO - Epoch [34][2260/3757] lr: 2.000e-03, eta: 5:58:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1371, loss: 1.1371 2020-06-25 13:26:57,056 - mmaction - INFO - Epoch [34][2280/3757] lr: 2.000e-03, eta: 5:58:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1981, loss: 1.1981 2020-06-25 13:27:03,029 - mmaction - INFO - Epoch [34][2300/3757] lr: 2.000e-03, eta: 5:58:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3677, loss: 1.3677 2020-06-25 13:27:08,989 - mmaction - INFO - Epoch [34][2320/3757] lr: 2.000e-03, eta: 5:57:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5451, loss: 1.5451 2020-06-25 13:27:14,973 - mmaction - INFO - Epoch [34][2340/3757] lr: 2.000e-03, eta: 5:57:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2240, loss: 1.2240 2020-06-25 13:27:20,984 - mmaction - INFO - Epoch [34][2360/3757] lr: 2.000e-03, eta: 5:57:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8562, loss_cls: 1.5503, loss: 1.5503 2020-06-25 13:27:26,966 - mmaction - INFO - Epoch [34][2380/3757] lr: 2.000e-03, eta: 5:57:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3929, loss: 1.3929 2020-06-25 13:27:32,947 - mmaction - INFO - Epoch [34][2400/3757] lr: 2.000e-03, eta: 5:57:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2447, loss: 1.2447 2020-06-25 13:27:38,941 - mmaction - INFO - Epoch [34][2420/3757] lr: 2.000e-03, eta: 5:57:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.2966, loss: 1.2966 2020-06-25 13:27:44,940 - mmaction - INFO - Epoch [34][2440/3757] lr: 2.000e-03, eta: 5:57:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.3939, loss: 1.3939 2020-06-25 13:27:50,915 - mmaction - INFO - Epoch [34][2460/3757] lr: 2.000e-03, eta: 5:57:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.2329, loss: 1.2329 2020-06-25 13:27:56,907 - mmaction - INFO - Epoch [34][2480/3757] lr: 2.000e-03, eta: 5:56:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3074, loss: 1.3074 2020-06-25 13:28:02,893 - mmaction - INFO - Epoch [34][2500/3757] lr: 2.000e-03, eta: 5:56:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9478, loss: 0.9478 2020-06-25 13:28:08,841 - mmaction - INFO - Epoch [34][2520/3757] lr: 2.000e-03, eta: 5:56:42, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2632, loss: 1.2632 2020-06-25 13:28:14,824 - mmaction - INFO - Epoch [34][2540/3757] lr: 2.000e-03, eta: 5:56:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1593, loss: 1.1593 2020-06-25 13:28:20,820 - mmaction - INFO - Epoch [34][2560/3757] lr: 2.000e-03, eta: 5:56:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.1233, loss: 1.1233 2020-06-25 13:28:26,814 - mmaction - INFO - Epoch [34][2580/3757] lr: 2.000e-03, eta: 5:56:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2901, loss: 1.2901 2020-06-25 13:28:32,788 - mmaction - INFO - Epoch [34][2600/3757] lr: 2.000e-03, eta: 5:56:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.4517, loss: 1.4517 2020-06-25 13:28:38,760 - mmaction - INFO - Epoch [34][2620/3757] lr: 2.000e-03, eta: 5:56:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.1251, loss: 1.1251 2020-06-25 13:28:44,741 - mmaction - INFO - Epoch [34][2640/3757] lr: 2.000e-03, eta: 5:55:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2301, loss: 1.2301 2020-06-25 13:28:50,712 - mmaction - INFO - Epoch [34][2660/3757] lr: 2.000e-03, eta: 5:55:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4549, loss: 1.4549 2020-06-25 13:28:56,679 - mmaction - INFO - Epoch [34][2680/3757] lr: 2.000e-03, eta: 5:55:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1085, loss: 1.1085 2020-06-25 13:29:02,679 - mmaction - INFO - Epoch [34][2700/3757] lr: 2.000e-03, eta: 5:55:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4907, loss: 1.4907 2020-06-25 13:29:08,669 - mmaction - INFO - Epoch [34][2720/3757] lr: 2.000e-03, eta: 5:55:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2178, loss: 1.2178 2020-06-25 13:29:14,651 - mmaction - INFO - Epoch [34][2740/3757] lr: 2.000e-03, eta: 5:55:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.2611, loss: 1.2611 2020-06-25 13:29:20,635 - mmaction - INFO - Epoch [34][2760/3757] lr: 2.000e-03, eta: 5:55:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2125, loss: 1.2125 2020-06-25 13:29:26,579 - mmaction - INFO - Epoch [34][2780/3757] lr: 2.000e-03, eta: 5:55:05, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9187, loss_cls: 1.2175, loss: 1.2175 2020-06-25 13:29:32,575 - mmaction - INFO - Epoch [34][2800/3757] lr: 2.000e-03, eta: 5:54:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0719, loss: 1.0719 2020-06-25 13:29:38,564 - mmaction - INFO - Epoch [34][2820/3757] lr: 2.000e-03, eta: 5:54:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9125, loss_cls: 1.1981, loss: 1.1981 2020-06-25 13:29:44,566 - mmaction - INFO - Epoch [34][2840/3757] lr: 2.000e-03, eta: 5:54:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2696, loss: 1.2696 2020-06-25 13:29:50,566 - mmaction - INFO - Epoch [34][2860/3757] lr: 2.000e-03, eta: 5:54:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.1887, loss: 1.1887 2020-06-25 13:29:56,516 - mmaction - INFO - Epoch [34][2880/3757] lr: 2.000e-03, eta: 5:54:28, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1643, loss: 1.1643 2020-06-25 13:30:02,521 - mmaction - INFO - Epoch [34][2900/3757] lr: 2.000e-03, eta: 5:54:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.6094, loss: 1.6094 2020-06-25 13:30:08,497 - mmaction - INFO - Epoch [34][2920/3757] lr: 2.000e-03, eta: 5:54:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2393, loss: 1.2393 2020-06-25 13:30:14,466 - mmaction - INFO - Epoch [34][2940/3757] lr: 2.000e-03, eta: 5:54:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.4006, loss: 1.4006 2020-06-25 13:30:20,487 - mmaction - INFO - Epoch [34][2960/3757] lr: 2.000e-03, eta: 5:53:58, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8187, loss_cls: 1.4636, loss: 1.4636 2020-06-25 13:30:26,450 - mmaction - INFO - Epoch [34][2980/3757] lr: 2.000e-03, eta: 5:53:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2884, loss: 1.2884 2020-06-25 13:30:32,419 - mmaction - INFO - Epoch [34][3000/3757] lr: 2.000e-03, eta: 5:53:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3193, loss: 1.3193 2020-06-25 13:30:38,418 - mmaction - INFO - Epoch [34][3020/3757] lr: 2.000e-03, eta: 5:53:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1159, loss: 1.1159 2020-06-25 13:30:44,387 - mmaction - INFO - Epoch [34][3040/3757] lr: 2.000e-03, eta: 5:53:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2195, loss: 1.2195 2020-06-25 13:30:50,379 - mmaction - INFO - Epoch [34][3060/3757] lr: 2.000e-03, eta: 5:53:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3175, loss: 1.3175 2020-06-25 13:30:56,360 - mmaction - INFO - Epoch [34][3080/3757] lr: 2.000e-03, eta: 5:53:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2686, loss: 1.2686 2020-06-25 13:31:02,377 - mmaction - INFO - Epoch [34][3100/3757] lr: 2.000e-03, eta: 5:53:06, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3382, loss: 1.3382 2020-06-25 13:31:08,382 - mmaction - INFO - Epoch [34][3120/3757] lr: 2.000e-03, eta: 5:52:59, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4388, loss: 1.4388 2020-06-25 13:31:14,343 - mmaction - INFO - Epoch [34][3140/3757] lr: 2.000e-03, eta: 5:52:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3072, loss: 1.3072 2020-06-25 13:31:20,319 - mmaction - INFO - Epoch [34][3160/3757] lr: 2.000e-03, eta: 5:52:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8000, loss_cls: 1.5042, loss: 1.5042 2020-06-25 13:31:26,285 - mmaction - INFO - Epoch [34][3180/3757] lr: 2.000e-03, eta: 5:52:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8938, loss_cls: 1.3260, loss: 1.3260 2020-06-25 13:31:32,258 - mmaction - INFO - Epoch [34][3200/3757] lr: 2.000e-03, eta: 5:52:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2957, loss: 1.2957 2020-06-25 13:31:38,232 - mmaction - INFO - Epoch [34][3220/3757] lr: 2.000e-03, eta: 5:52:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5186, loss: 1.5186 2020-06-25 13:31:44,186 - mmaction - INFO - Epoch [34][3240/3757] lr: 2.000e-03, eta: 5:52:14, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1906, loss: 1.1906 2020-06-25 13:31:50,165 - mmaction - INFO - Epoch [34][3260/3757] lr: 2.000e-03, eta: 5:52:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1471, loss: 1.1471 2020-06-25 13:31:56,156 - mmaction - INFO - Epoch [34][3280/3757] lr: 2.000e-03, eta: 5:51:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5254, loss: 1.5254 2020-06-25 13:32:02,156 - mmaction - INFO - Epoch [34][3300/3757] lr: 2.000e-03, eta: 5:51:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.3275, loss: 1.3275 2020-06-25 13:32:08,132 - mmaction - INFO - Epoch [34][3320/3757] lr: 2.000e-03, eta: 5:51:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.4392, loss: 1.4392 2020-06-25 13:32:14,112 - mmaction - INFO - Epoch [34][3340/3757] lr: 2.000e-03, eta: 5:51:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4044, loss: 1.4044 2020-06-25 13:32:20,115 - mmaction - INFO - Epoch [34][3360/3757] lr: 2.000e-03, eta: 5:51:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1114, loss: 1.1114 2020-06-25 13:32:26,091 - mmaction - INFO - Epoch [34][3380/3757] lr: 2.000e-03, eta: 5:51:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3542, loss: 1.3542 2020-06-25 13:32:32,077 - mmaction - INFO - Epoch [34][3400/3757] lr: 2.000e-03, eta: 5:51:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.1086, loss: 1.1086 2020-06-25 13:32:38,050 - mmaction - INFO - Epoch [34][3420/3757] lr: 2.000e-03, eta: 5:51:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4255, loss: 1.4255 2020-06-25 13:32:44,038 - mmaction - INFO - Epoch [34][3440/3757] lr: 2.000e-03, eta: 5:51:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2103, loss: 1.2103 2020-06-25 13:32:50,033 - mmaction - INFO - Epoch [34][3460/3757] lr: 2.000e-03, eta: 5:50:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9981, loss: 0.9981 2020-06-25 13:32:56,011 - mmaction - INFO - Epoch [34][3480/3757] lr: 2.000e-03, eta: 5:50:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3334, loss: 1.3334 2020-06-25 13:33:02,006 - mmaction - INFO - Epoch [34][3500/3757] lr: 2.000e-03, eta: 5:50:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3048, loss: 1.3048 2020-06-25 13:33:08,008 - mmaction - INFO - Epoch [34][3520/3757] lr: 2.000e-03, eta: 5:50:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4111, loss: 1.4111 2020-06-25 13:33:13,990 - mmaction - INFO - Epoch [34][3540/3757] lr: 2.000e-03, eta: 5:50:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.4622, loss: 1.4622 2020-06-25 13:33:19,974 - mmaction - INFO - Epoch [34][3560/3757] lr: 2.000e-03, eta: 5:50:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2052, loss: 1.2052 2020-06-25 13:33:25,958 - mmaction - INFO - Epoch [34][3580/3757] lr: 2.000e-03, eta: 5:50:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4710, loss: 1.4710 2020-06-25 13:33:31,959 - mmaction - INFO - Epoch [34][3600/3757] lr: 2.000e-03, eta: 5:50:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.2048, loss: 1.2048 2020-06-25 13:33:37,906 - mmaction - INFO - Epoch [34][3620/3757] lr: 2.000e-03, eta: 5:49:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5153, loss: 1.5153 2020-06-25 13:33:43,887 - mmaction - INFO - Epoch [34][3640/3757] lr: 2.000e-03, eta: 5:49:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.2764, loss: 1.2764 2020-06-25 13:33:49,890 - mmaction - INFO - Epoch [34][3660/3757] lr: 2.000e-03, eta: 5:49:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9062, loss_cls: 1.2700, loss: 1.2700 2020-06-25 13:33:55,866 - mmaction - INFO - Epoch [34][3680/3757] lr: 2.000e-03, eta: 5:49:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1528, loss: 1.1528 2020-06-25 13:34:01,823 - mmaction - INFO - Epoch [34][3700/3757] lr: 2.000e-03, eta: 5:49:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4635, loss: 1.4635 2020-06-25 13:34:07,839 - mmaction - INFO - Epoch [34][3720/3757] lr: 2.000e-03, eta: 5:49:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2776, loss: 1.2776 2020-06-25 13:34:13,821 - mmaction - INFO - Epoch [34][3740/3757] lr: 2.000e-03, eta: 5:49:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3459, loss: 1.3459 2020-06-25 13:37:07,558 - mmaction - INFO - Epoch [35][20/3757] lr: 2.000e-03, eta: 5:50:05, time: 8.100, data_time: 7.658, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2323, loss: 1.2323 2020-06-25 13:37:13,576 - mmaction - INFO - Epoch [35][40/3757] lr: 2.000e-03, eta: 5:49:58, time: 0.302, data_time: 0.004, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2228, loss: 1.2228 2020-06-25 13:37:19,562 - mmaction - INFO - Epoch [35][60/3757] lr: 2.000e-03, eta: 5:49:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.8974, loss: 0.8974 2020-06-25 13:37:25,518 - mmaction - INFO - Epoch [35][80/3757] lr: 2.000e-03, eta: 5:49:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4485, loss: 1.4485 2020-06-25 13:37:31,494 - mmaction - INFO - Epoch [35][100/3757] lr: 2.000e-03, eta: 5:49:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1694, loss: 1.1694 2020-06-25 13:37:37,492 - mmaction - INFO - Epoch [35][120/3757] lr: 2.000e-03, eta: 5:49:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.5047, loss: 1.5047 2020-06-25 13:37:43,479 - mmaction - INFO - Epoch [35][140/3757] lr: 2.000e-03, eta: 5:49:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2901, loss: 1.2901 2020-06-25 13:37:49,456 - mmaction - INFO - Epoch [35][160/3757] lr: 2.000e-03, eta: 5:49:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1971, loss: 1.1971 2020-06-25 13:37:55,454 - mmaction - INFO - Epoch [35][180/3757] lr: 2.000e-03, eta: 5:49:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1773, loss: 1.1773 2020-06-25 13:38:01,456 - mmaction - INFO - Epoch [35][200/3757] lr: 2.000e-03, eta: 5:48:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4860, loss: 1.4860 2020-06-25 13:38:07,419 - mmaction - INFO - Epoch [35][220/3757] lr: 2.000e-03, eta: 5:48:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2727, loss: 1.2727 2020-06-25 13:38:13,429 - mmaction - INFO - Epoch [35][240/3757] lr: 2.000e-03, eta: 5:48:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1590, loss: 1.1590 2020-06-25 13:38:19,430 - mmaction - INFO - Epoch [35][260/3757] lr: 2.000e-03, eta: 5:48:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3933, loss: 1.3933 2020-06-25 13:38:25,407 - mmaction - INFO - Epoch [35][280/3757] lr: 2.000e-03, eta: 5:48:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1558, loss: 1.1558 2020-06-25 13:38:31,397 - mmaction - INFO - Epoch [35][300/3757] lr: 2.000e-03, eta: 5:48:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3321, loss: 1.3321 2020-06-25 13:38:37,369 - mmaction - INFO - Epoch [35][320/3757] lr: 2.000e-03, eta: 5:48:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0664, loss: 1.0664 2020-06-25 13:38:43,364 - mmaction - INFO - Epoch [35][340/3757] lr: 2.000e-03, eta: 5:48:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2767, loss: 1.2767 2020-06-25 13:38:49,356 - mmaction - INFO - Epoch [35][360/3757] lr: 2.000e-03, eta: 5:47:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1829, loss: 1.1829 2020-06-25 13:38:55,320 - mmaction - INFO - Epoch [35][380/3757] lr: 2.000e-03, eta: 5:47:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2598, loss: 1.2598 2020-06-25 13:39:01,302 - mmaction - INFO - Epoch [35][400/3757] lr: 2.000e-03, eta: 5:47:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5124, loss: 1.5124 2020-06-25 13:39:07,244 - mmaction - INFO - Epoch [35][420/3757] lr: 2.000e-03, eta: 5:47:36, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3209, loss: 1.3209 2020-06-25 13:39:13,241 - mmaction - INFO - Epoch [35][440/3757] lr: 2.000e-03, eta: 5:47:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0345, loss: 1.0345 2020-06-25 13:39:19,239 - mmaction - INFO - Epoch [35][460/3757] lr: 2.000e-03, eta: 5:47:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2930, loss: 1.2930 2020-06-25 13:39:25,231 - mmaction - INFO - Epoch [35][480/3757] lr: 2.000e-03, eta: 5:47:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1172, loss: 1.1172 2020-06-25 13:39:31,215 - mmaction - INFO - Epoch [35][500/3757] lr: 2.000e-03, eta: 5:47:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1887, loss: 1.1887 2020-06-25 13:39:37,182 - mmaction - INFO - Epoch [35][520/3757] lr: 2.000e-03, eta: 5:46:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1686, loss: 1.1686 2020-06-25 13:39:43,135 - mmaction - INFO - Epoch [35][540/3757] lr: 2.000e-03, eta: 5:46:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.4023, loss: 1.4023 2020-06-25 13:39:49,108 - mmaction - INFO - Epoch [35][560/3757] lr: 2.000e-03, eta: 5:46:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3926, loss: 1.3926 2020-06-25 13:39:55,115 - mmaction - INFO - Epoch [35][580/3757] lr: 2.000e-03, eta: 5:46:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4541, loss: 1.4541 2020-06-25 13:40:01,090 - mmaction - INFO - Epoch [35][600/3757] lr: 2.000e-03, eta: 5:46:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0818, loss: 1.0818 2020-06-25 13:40:07,199 - mmaction - INFO - Epoch [35][620/3757] lr: 2.000e-03, eta: 5:46:22, time: 0.305, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0951, loss: 1.0951 2020-06-25 13:40:13,198 - mmaction - INFO - Epoch [35][640/3757] lr: 2.000e-03, eta: 5:46:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3189, loss: 1.3189 2020-06-25 13:40:19,202 - mmaction - INFO - Epoch [35][660/3757] lr: 2.000e-03, eta: 5:46:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4445, loss: 1.4445 2020-06-25 13:40:25,189 - mmaction - INFO - Epoch [35][680/3757] lr: 2.000e-03, eta: 5:45:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1679, loss: 1.1679 2020-06-25 13:40:31,190 - mmaction - INFO - Epoch [35][700/3757] lr: 2.000e-03, eta: 5:45:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2141, loss: 1.2141 2020-06-25 13:40:37,184 - mmaction - INFO - Epoch [35][720/3757] lr: 2.000e-03, eta: 5:45:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0518, loss: 1.0518 2020-06-25 13:40:43,193 - mmaction - INFO - Epoch [35][740/3757] lr: 2.000e-03, eta: 5:45:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3592, loss: 1.3592 2020-06-25 13:40:49,178 - mmaction - INFO - Epoch [35][760/3757] lr: 2.000e-03, eta: 5:45:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2363, loss: 1.2363 2020-06-25 13:40:55,162 - mmaction - INFO - Epoch [35][780/3757] lr: 2.000e-03, eta: 5:45:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1811, loss: 1.1811 2020-06-25 13:41:01,136 - mmaction - INFO - Epoch [35][800/3757] lr: 2.000e-03, eta: 5:45:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2336, loss: 1.2336 2020-06-25 13:41:07,116 - mmaction - INFO - Epoch [35][820/3757] lr: 2.000e-03, eta: 5:45:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3024, loss: 1.3024 2020-06-25 13:41:13,117 - mmaction - INFO - Epoch [35][840/3757] lr: 2.000e-03, eta: 5:45:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.9981, loss: 0.9981 2020-06-25 13:41:19,096 - mmaction - INFO - Epoch [35][860/3757] lr: 2.000e-03, eta: 5:44:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.0746, loss: 1.0746 2020-06-25 13:41:25,117 - mmaction - INFO - Epoch [35][880/3757] lr: 2.000e-03, eta: 5:44:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1942, loss: 1.1942 2020-06-25 13:41:31,095 - mmaction - INFO - Epoch [35][900/3757] lr: 2.000e-03, eta: 5:44:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3076, loss: 1.3076 2020-06-25 13:41:37,071 - mmaction - INFO - Epoch [35][920/3757] lr: 2.000e-03, eta: 5:44:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.3744, loss: 1.3744 2020-06-25 13:41:43,053 - mmaction - INFO - Epoch [35][940/3757] lr: 2.000e-03, eta: 5:44:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5539, loss: 1.5539 2020-06-25 13:41:49,014 - mmaction - INFO - Epoch [35][960/3757] lr: 2.000e-03, eta: 5:44:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3411, loss: 1.3411 2020-06-25 13:41:55,009 - mmaction - INFO - Epoch [35][980/3757] lr: 2.000e-03, eta: 5:44:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3525, loss: 1.3525 2020-06-25 13:42:00,989 - mmaction - INFO - Epoch [35][1000/3757] lr: 2.000e-03, eta: 5:44:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3651, loss: 1.3651 2020-06-25 13:42:06,996 - mmaction - INFO - Epoch [35][1020/3757] lr: 2.000e-03, eta: 5:43:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2098, loss: 1.2098 2020-06-25 13:42:12,997 - mmaction - INFO - Epoch [35][1040/3757] lr: 2.000e-03, eta: 5:43:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4724, loss: 1.4724 2020-06-25 13:42:18,980 - mmaction - INFO - Epoch [35][1060/3757] lr: 2.000e-03, eta: 5:43:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3334, loss: 1.3334 2020-06-25 13:42:24,962 - mmaction - INFO - Epoch [35][1080/3757] lr: 2.000e-03, eta: 5:43:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3496, loss: 1.3496 2020-06-25 13:42:30,958 - mmaction - INFO - Epoch [35][1100/3757] lr: 2.000e-03, eta: 5:43:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2162, loss: 1.2162 2020-06-25 13:42:36,954 - mmaction - INFO - Epoch [35][1120/3757] lr: 2.000e-03, eta: 5:43:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1693, loss: 1.1693 2020-06-25 13:42:42,910 - mmaction - INFO - Epoch [35][1140/3757] lr: 2.000e-03, eta: 5:43:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5593, loss: 1.5593 2020-06-25 13:42:48,931 - mmaction - INFO - Epoch [35][1160/3757] lr: 2.000e-03, eta: 5:43:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0362, loss: 1.0362 2020-06-25 13:42:54,935 - mmaction - INFO - Epoch [35][1180/3757] lr: 2.000e-03, eta: 5:42:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3387, loss: 1.3387 2020-06-25 13:43:00,905 - mmaction - INFO - Epoch [35][1200/3757] lr: 2.000e-03, eta: 5:42:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0845, loss: 1.0845 2020-06-25 13:43:06,889 - mmaction - INFO - Epoch [35][1220/3757] lr: 2.000e-03, eta: 5:42:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204 2020-06-25 13:43:12,885 - mmaction - INFO - Epoch [35][1240/3757] lr: 2.000e-03, eta: 5:42:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1873, loss: 1.1873 2020-06-25 13:43:19,232 - mmaction - INFO - Epoch [35][1260/3757] lr: 2.000e-03, eta: 5:42:24, time: 0.318, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2778, loss: 1.2778 2020-06-25 13:43:25,218 - mmaction - INFO - Epoch [35][1280/3757] lr: 2.000e-03, eta: 5:42:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1680, loss: 1.1680 2020-06-25 13:43:31,204 - mmaction - INFO - Epoch [35][1300/3757] lr: 2.000e-03, eta: 5:42:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5501, loss: 1.5501 2020-06-25 13:43:37,182 - mmaction - INFO - Epoch [35][1320/3757] lr: 2.000e-03, eta: 5:42:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8063, loss_cls: 1.5214, loss: 1.5214 2020-06-25 13:43:43,158 - mmaction - INFO - Epoch [35][1340/3757] lr: 2.000e-03, eta: 5:41:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2929, loss: 1.2929 2020-06-25 13:43:49,144 - mmaction - INFO - Epoch [35][1360/3757] lr: 2.000e-03, eta: 5:41:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.1552, loss: 1.1552 2020-06-25 13:43:55,107 - mmaction - INFO - Epoch [35][1380/3757] lr: 2.000e-03, eta: 5:41:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1768, loss: 1.1768 2020-06-25 13:44:01,121 - mmaction - INFO - Epoch [35][1400/3757] lr: 2.000e-03, eta: 5:41:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9062, loss_cls: 1.2886, loss: 1.2886 2020-06-25 13:44:07,148 - mmaction - INFO - Epoch [35][1420/3757] lr: 2.000e-03, eta: 5:41:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.3758, loss: 1.3758 2020-06-25 13:44:13,150 - mmaction - INFO - Epoch [35][1440/3757] lr: 2.000e-03, eta: 5:41:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6122, loss: 1.6122 2020-06-25 13:44:19,174 - mmaction - INFO - Epoch [35][1460/3757] lr: 2.000e-03, eta: 5:41:09, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3607, loss: 1.3607 2020-06-25 13:44:25,192 - mmaction - INFO - Epoch [35][1480/3757] lr: 2.000e-03, eta: 5:41:02, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.3669, loss: 1.3669 2020-06-25 13:44:31,200 - mmaction - INFO - Epoch [35][1500/3757] lr: 2.000e-03, eta: 5:40:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2104, loss: 1.2104 2020-06-25 13:44:37,184 - mmaction - INFO - Epoch [35][1520/3757] lr: 2.000e-03, eta: 5:40:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3249, loss: 1.3249 2020-06-25 13:44:43,192 - mmaction - INFO - Epoch [35][1540/3757] lr: 2.000e-03, eta: 5:40:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0790, loss: 1.0790 2020-06-25 13:44:49,145 - mmaction - INFO - Epoch [35][1560/3757] lr: 2.000e-03, eta: 5:40:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0549, loss: 1.0549 2020-06-25 13:44:55,100 - mmaction - INFO - Epoch [35][1580/3757] lr: 2.000e-03, eta: 5:40:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4327, loss: 1.4327 2020-06-25 13:45:01,067 - mmaction - INFO - Epoch [35][1600/3757] lr: 2.000e-03, eta: 5:40:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2134, loss: 1.2134 2020-06-25 13:45:07,308 - mmaction - INFO - Epoch [35][1620/3757] lr: 2.000e-03, eta: 5:40:10, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3450, loss: 1.3450 2020-06-25 13:45:13,287 - mmaction - INFO - Epoch [35][1640/3757] lr: 2.000e-03, eta: 5:40:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1454, loss: 1.1454 2020-06-25 13:45:19,275 - mmaction - INFO - Epoch [35][1660/3757] lr: 2.000e-03, eta: 5:39:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3641, loss: 1.3641 2020-06-25 13:45:25,256 - mmaction - INFO - Epoch [35][1680/3757] lr: 2.000e-03, eta: 5:39:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.1329, loss: 1.1329 2020-06-25 13:45:31,221 - mmaction - INFO - Epoch [35][1700/3757] lr: 2.000e-03, eta: 5:39:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3445, loss: 1.3445 2020-06-25 13:45:37,220 - mmaction - INFO - Epoch [35][1720/3757] lr: 2.000e-03, eta: 5:39:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0315, loss: 1.0315 2020-06-25 13:45:43,205 - mmaction - INFO - Epoch [35][1740/3757] lr: 2.000e-03, eta: 5:39:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.2895, loss: 1.2895 2020-06-25 13:45:49,177 - mmaction - INFO - Epoch [35][1760/3757] lr: 2.000e-03, eta: 5:39:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1714, loss: 1.1714 2020-06-25 13:45:55,155 - mmaction - INFO - Epoch [35][1780/3757] lr: 2.000e-03, eta: 5:39:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3210, loss: 1.3210 2020-06-25 13:46:01,142 - mmaction - INFO - Epoch [35][1800/3757] lr: 2.000e-03, eta: 5:39:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0847, loss: 1.0847 2020-06-25 13:46:07,114 - mmaction - INFO - Epoch [35][1820/3757] lr: 2.000e-03, eta: 5:38:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0157, loss: 1.0157 2020-06-25 13:46:13,125 - mmaction - INFO - Epoch [35][1840/3757] lr: 2.000e-03, eta: 5:38:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.2821, loss: 1.2821 2020-06-25 13:46:19,114 - mmaction - INFO - Epoch [35][1860/3757] lr: 2.000e-03, eta: 5:38:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.4514, loss: 1.4514 2020-06-25 13:46:25,134 - mmaction - INFO - Epoch [35][1880/3757] lr: 2.000e-03, eta: 5:38:33, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2611, loss: 1.2611 2020-06-25 13:46:31,102 - mmaction - INFO - Epoch [35][1900/3757] lr: 2.000e-03, eta: 5:38:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3717, loss: 1.3717 2020-06-25 13:46:37,094 - mmaction - INFO - Epoch [35][1920/3757] lr: 2.000e-03, eta: 5:38:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2913, loss: 1.2913 2020-06-25 13:46:43,064 - mmaction - INFO - Epoch [35][1940/3757] lr: 2.000e-03, eta: 5:38:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4126, loss: 1.4126 2020-06-25 13:46:49,031 - mmaction - INFO - Epoch [35][1960/3757] lr: 2.000e-03, eta: 5:38:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4133, loss: 1.4133 2020-06-25 13:46:55,032 - mmaction - INFO - Epoch [35][1980/3757] lr: 2.000e-03, eta: 5:37:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2385, loss: 1.2385 2020-06-25 13:47:01,027 - mmaction - INFO - Epoch [35][2000/3757] lr: 2.000e-03, eta: 5:37:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0880, loss: 1.0880 2020-06-25 13:47:07,001 - mmaction - INFO - Epoch [35][2020/3757] lr: 2.000e-03, eta: 5:37:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9187, loss_cls: 0.9466, loss: 0.9466 2020-06-25 13:47:12,983 - mmaction - INFO - Epoch [35][2040/3757] lr: 2.000e-03, eta: 5:37:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.0989, loss: 1.0989 2020-06-25 13:47:18,950 - mmaction - INFO - Epoch [35][2060/3757] lr: 2.000e-03, eta: 5:37:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1918, loss: 1.1918 2020-06-25 13:47:24,904 - mmaction - INFO - Epoch [35][2080/3757] lr: 2.000e-03, eta: 5:37:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3245, loss: 1.3245 2020-06-25 13:47:30,898 - mmaction - INFO - Epoch [35][2100/3757] lr: 2.000e-03, eta: 5:37:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2167, loss: 1.2167 2020-06-25 13:47:36,873 - mmaction - INFO - Epoch [35][2120/3757] lr: 2.000e-03, eta: 5:37:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2589, loss: 1.2589 2020-06-25 13:47:42,851 - mmaction - INFO - Epoch [35][2140/3757] lr: 2.000e-03, eta: 5:36:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5586, loss: 1.5586 2020-06-25 13:47:48,840 - mmaction - INFO - Epoch [35][2160/3757] lr: 2.000e-03, eta: 5:36:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0535, loss: 1.0535 2020-06-25 13:47:54,807 - mmaction - INFO - Epoch [35][2180/3757] lr: 2.000e-03, eta: 5:36:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1088, loss: 1.1088 2020-06-25 13:48:00,815 - mmaction - INFO - Epoch [35][2200/3757] lr: 2.000e-03, eta: 5:36:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3072, loss: 1.3072 2020-06-25 13:48:06,824 - mmaction - INFO - Epoch [35][2220/3757] lr: 2.000e-03, eta: 5:36:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3235, loss: 1.3235 2020-06-25 13:48:12,805 - mmaction - INFO - Epoch [35][2240/3757] lr: 2.000e-03, eta: 5:36:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.4325, loss: 1.4325 2020-06-25 13:48:18,812 - mmaction - INFO - Epoch [35][2260/3757] lr: 2.000e-03, eta: 5:36:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.3802, loss: 1.3802 2020-06-25 13:48:24,785 - mmaction - INFO - Epoch [35][2280/3757] lr: 2.000e-03, eta: 5:36:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1985, loss: 1.1985 2020-06-25 13:48:30,777 - mmaction - INFO - Epoch [35][2300/3757] lr: 2.000e-03, eta: 5:35:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1164, loss: 1.1164 2020-06-25 13:48:36,745 - mmaction - INFO - Epoch [35][2320/3757] lr: 2.000e-03, eta: 5:35:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2260, loss: 1.2260 2020-06-25 13:48:42,759 - mmaction - INFO - Epoch [35][2340/3757] lr: 2.000e-03, eta: 5:35:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1444, loss: 1.1444 2020-06-25 13:48:48,741 - mmaction - INFO - Epoch [35][2360/3757] lr: 2.000e-03, eta: 5:35:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2332, loss: 1.2332 2020-06-25 13:48:54,725 - mmaction - INFO - Epoch [35][2380/3757] lr: 2.000e-03, eta: 5:35:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2153, loss: 1.2153 2020-06-25 13:49:00,717 - mmaction - INFO - Epoch [35][2400/3757] lr: 2.000e-03, eta: 5:35:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2855, loss: 1.2855 2020-06-25 13:49:06,692 - mmaction - INFO - Epoch [35][2420/3757] lr: 2.000e-03, eta: 5:35:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3713, loss: 1.3713 2020-06-25 13:49:12,708 - mmaction - INFO - Epoch [35][2440/3757] lr: 2.000e-03, eta: 5:35:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1877, loss: 1.1877 2020-06-25 13:49:18,688 - mmaction - INFO - Epoch [35][2460/3757] lr: 2.000e-03, eta: 5:34:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2486, loss: 1.2486 2020-06-25 13:49:24,687 - mmaction - INFO - Epoch [35][2480/3757] lr: 2.000e-03, eta: 5:34:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1590, loss: 1.1590 2020-06-25 13:49:30,705 - mmaction - INFO - Epoch [35][2500/3757] lr: 2.000e-03, eta: 5:34:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0113, loss: 1.0113 2020-06-25 13:49:36,683 - mmaction - INFO - Epoch [35][2520/3757] lr: 2.000e-03, eta: 5:34:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2370, loss: 1.2370 2020-06-25 13:49:42,679 - mmaction - INFO - Epoch [35][2540/3757] lr: 2.000e-03, eta: 5:34:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2133, loss: 1.2133 2020-06-25 13:49:48,677 - mmaction - INFO - Epoch [35][2560/3757] lr: 2.000e-03, eta: 5:34:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.3693, loss: 1.3693 2020-06-25 13:49:54,687 - mmaction - INFO - Epoch [35][2580/3757] lr: 2.000e-03, eta: 5:34:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3039, loss: 1.3039 2020-06-25 13:50:00,670 - mmaction - INFO - Epoch [35][2600/3757] lr: 2.000e-03, eta: 5:34:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5039, loss: 1.5039 2020-06-25 13:50:06,628 - mmaction - INFO - Epoch [35][2620/3757] lr: 2.000e-03, eta: 5:33:59, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3412, loss: 1.3412 2020-06-25 13:50:12,589 - mmaction - INFO - Epoch [35][2640/3757] lr: 2.000e-03, eta: 5:33:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9912, loss: 0.9912 2020-06-25 13:50:18,568 - mmaction - INFO - Epoch [35][2660/3757] lr: 2.000e-03, eta: 5:33:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5261, loss: 1.5261 2020-06-25 13:50:24,557 - mmaction - INFO - Epoch [35][2680/3757] lr: 2.000e-03, eta: 5:33:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4173, loss: 1.4173 2020-06-25 13:50:30,553 - mmaction - INFO - Epoch [35][2700/3757] lr: 2.000e-03, eta: 5:33:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 1.0899, loss: 1.0899 2020-06-25 13:50:36,517 - mmaction - INFO - Epoch [35][2720/3757] lr: 2.000e-03, eta: 5:33:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 0.9923, loss: 0.9923 2020-06-25 13:50:42,518 - mmaction - INFO - Epoch [35][2740/3757] lr: 2.000e-03, eta: 5:33:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2686, loss: 1.2686 2020-06-25 13:50:48,507 - mmaction - INFO - Epoch [35][2760/3757] lr: 2.000e-03, eta: 5:33:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2630, loss: 1.2630 2020-06-25 13:50:54,473 - mmaction - INFO - Epoch [35][2780/3757] lr: 2.000e-03, eta: 5:33:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4200, loss: 1.4200 2020-06-25 13:51:00,449 - mmaction - INFO - Epoch [35][2800/3757] lr: 2.000e-03, eta: 5:32:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9258, loss: 0.9258 2020-06-25 13:51:06,430 - mmaction - INFO - Epoch [35][2820/3757] lr: 2.000e-03, eta: 5:32:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1524, loss: 1.1524 2020-06-25 13:51:12,417 - mmaction - INFO - Epoch [35][2840/3757] lr: 2.000e-03, eta: 5:32:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3123, loss: 1.3123 2020-06-25 13:51:18,424 - mmaction - INFO - Epoch [35][2860/3757] lr: 2.000e-03, eta: 5:32:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3081, loss: 1.3081 2020-06-25 13:51:24,388 - mmaction - INFO - Epoch [35][2880/3757] lr: 2.000e-03, eta: 5:32:23, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0319, loss: 1.0319 2020-06-25 13:51:30,348 - mmaction - INFO - Epoch [35][2900/3757] lr: 2.000e-03, eta: 5:32:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3527, loss: 1.3527 2020-06-25 13:51:36,321 - mmaction - INFO - Epoch [35][2920/3757] lr: 2.000e-03, eta: 5:32:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3971, loss: 1.3971 2020-06-25 13:51:42,314 - mmaction - INFO - Epoch [35][2940/3757] lr: 2.000e-03, eta: 5:32:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3278, loss: 1.3278 2020-06-25 13:51:48,294 - mmaction - INFO - Epoch [35][2960/3757] lr: 2.000e-03, eta: 5:31:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5839, loss: 1.5839 2020-06-25 13:51:54,252 - mmaction - INFO - Epoch [35][2980/3757] lr: 2.000e-03, eta: 5:31:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2343, loss: 1.2343 2020-06-25 13:52:00,256 - mmaction - INFO - Epoch [35][3000/3757] lr: 2.000e-03, eta: 5:31:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2772, loss: 1.2772 2020-06-25 13:52:06,226 - mmaction - INFO - Epoch [35][3020/3757] lr: 2.000e-03, eta: 5:31:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2616, loss: 1.2616 2020-06-25 13:52:12,204 - mmaction - INFO - Epoch [35][3040/3757] lr: 2.000e-03, eta: 5:31:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.4894, loss: 1.4894 2020-06-25 13:52:18,186 - mmaction - INFO - Epoch [35][3060/3757] lr: 2.000e-03, eta: 5:31:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5607, loss: 1.5607 2020-06-25 13:52:24,197 - mmaction - INFO - Epoch [35][3080/3757] lr: 2.000e-03, eta: 5:31:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2016, loss: 1.2016 2020-06-25 13:52:30,183 - mmaction - INFO - Epoch [35][3100/3757] lr: 2.000e-03, eta: 5:31:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2963, loss: 1.2963 2020-06-25 13:52:36,173 - mmaction - INFO - Epoch [35][3120/3757] lr: 2.000e-03, eta: 5:30:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2136, loss: 1.2136 2020-06-25 13:52:42,138 - mmaction - INFO - Epoch [35][3140/3757] lr: 2.000e-03, eta: 5:30:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3722, loss: 1.3722 2020-06-25 13:52:48,138 - mmaction - INFO - Epoch [35][3160/3757] lr: 2.000e-03, eta: 5:30:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3995, loss: 1.3995 2020-06-25 13:52:54,107 - mmaction - INFO - Epoch [35][3180/3757] lr: 2.000e-03, eta: 5:30:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3400, loss: 1.3400 2020-06-25 13:53:00,102 - mmaction - INFO - Epoch [35][3200/3757] lr: 2.000e-03, eta: 5:30:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.4371, loss: 1.4371 2020-06-25 13:53:06,125 - mmaction - INFO - Epoch [35][3220/3757] lr: 2.000e-03, eta: 5:30:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9763, loss: 0.9763 2020-06-25 13:53:12,091 - mmaction - INFO - Epoch [35][3240/3757] lr: 2.000e-03, eta: 5:30:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1570, loss: 1.1570 2020-06-25 13:53:18,087 - mmaction - INFO - Epoch [35][3260/3757] lr: 2.000e-03, eta: 5:30:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2017, loss: 1.2017 2020-06-25 13:53:24,075 - mmaction - INFO - Epoch [35][3280/3757] lr: 2.000e-03, eta: 5:29:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1372, loss: 1.1372 2020-06-25 13:53:30,057 - mmaction - INFO - Epoch [35][3300/3757] lr: 2.000e-03, eta: 5:29:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3906, loss: 1.3906 2020-06-25 13:53:36,027 - mmaction - INFO - Epoch [35][3320/3757] lr: 2.000e-03, eta: 5:29:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3672, loss: 1.3672 2020-06-25 13:53:42,032 - mmaction - INFO - Epoch [35][3340/3757] lr: 2.000e-03, eta: 5:29:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1774, loss: 1.1774 2020-06-25 13:53:48,025 - mmaction - INFO - Epoch [35][3360/3757] lr: 2.000e-03, eta: 5:29:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2354, loss: 1.2354 2020-06-25 13:53:54,005 - mmaction - INFO - Epoch [35][3380/3757] lr: 2.000e-03, eta: 5:29:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.4000, loss: 1.4000 2020-06-25 13:53:59,994 - mmaction - INFO - Epoch [35][3400/3757] lr: 2.000e-03, eta: 5:29:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4229, loss: 1.4229 2020-06-25 13:54:05,973 - mmaction - INFO - Epoch [35][3420/3757] lr: 2.000e-03, eta: 5:29:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4192, loss: 1.4192 2020-06-25 13:54:11,945 - mmaction - INFO - Epoch [35][3440/3757] lr: 2.000e-03, eta: 5:28:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0846, loss: 1.0846 2020-06-25 13:54:17,952 - mmaction - INFO - Epoch [35][3460/3757] lr: 2.000e-03, eta: 5:28:48, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1730, loss: 1.1730 2020-06-25 13:54:23,953 - mmaction - INFO - Epoch [35][3480/3757] lr: 2.000e-03, eta: 5:28:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2551, loss: 1.2551 2020-06-25 13:54:29,920 - mmaction - INFO - Epoch [35][3500/3757] lr: 2.000e-03, eta: 5:28:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3784, loss: 1.3784 2020-06-25 13:54:35,922 - mmaction - INFO - Epoch [35][3520/3757] lr: 2.000e-03, eta: 5:28:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.4472, loss: 1.4472 2020-06-25 13:54:41,947 - mmaction - INFO - Epoch [35][3540/3757] lr: 2.000e-03, eta: 5:28:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3390, loss: 1.3390 2020-06-25 13:54:47,914 - mmaction - INFO - Epoch [35][3560/3757] lr: 2.000e-03, eta: 5:28:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2861, loss: 1.2861 2020-06-25 13:54:53,885 - mmaction - INFO - Epoch [35][3580/3757] lr: 2.000e-03, eta: 5:28:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1951, loss: 1.1951 2020-06-25 13:54:59,868 - mmaction - INFO - Epoch [35][3600/3757] lr: 2.000e-03, eta: 5:27:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0870, loss: 1.0870 2020-06-25 13:55:05,848 - mmaction - INFO - Epoch [35][3620/3757] lr: 2.000e-03, eta: 5:27:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3687, loss: 1.3687 2020-06-25 13:55:11,844 - mmaction - INFO - Epoch [35][3640/3757] lr: 2.000e-03, eta: 5:27:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3535, loss: 1.3535 2020-06-25 13:55:17,825 - mmaction - INFO - Epoch [35][3660/3757] lr: 2.000e-03, eta: 5:27:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4325, loss: 1.4325 2020-06-25 13:55:23,786 - mmaction - INFO - Epoch [35][3680/3757] lr: 2.000e-03, eta: 5:27:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2918, loss: 1.2918 2020-06-25 13:55:29,786 - mmaction - INFO - Epoch [35][3700/3757] lr: 2.000e-03, eta: 5:27:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3162, loss: 1.3162 2020-06-25 13:55:35,784 - mmaction - INFO - Epoch [35][3720/3757] lr: 2.000e-03, eta: 5:27:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3068, loss: 1.3068 2020-06-25 13:55:41,769 - mmaction - INFO - Epoch [35][3740/3757] lr: 2.000e-03, eta: 5:27:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.5022, loss: 1.5022 2020-06-25 13:55:52,256 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-06-25 13:59:58,507 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 13:59:59,227 - mmaction - INFO - top1_acc 0.6848 top5_acc 0.8893 2020-06-25 13:59:59,227 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 13:59:59,276 - mmaction - INFO - mean_acc 0.6847 2020-06-25 13:59:59,282 - mmaction - INFO - Epoch [35][3757/3757] lr: 2.000e-03, top1_acc: 0.6848, top5_acc: 0.8893, mean_class_accuracy: 0.6847 2020-06-25 14:02:53,783 - mmaction - INFO - Epoch [36][20/3757] lr: 2.000e-03, eta: 5:28:01, time: 8.722, data_time: 8.285, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4373, loss: 1.4373 2020-06-25 14:02:59,858 - mmaction - INFO - Epoch [36][40/3757] lr: 2.000e-03, eta: 5:27:54, time: 0.305, data_time: 0.007, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2285, loss: 1.2285 2020-06-25 14:03:05,837 - mmaction - INFO - Epoch [36][60/3757] lr: 2.000e-03, eta: 5:27:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.2676, loss: 1.2676 2020-06-25 14:03:11,824 - mmaction - INFO - Epoch [36][80/3757] lr: 2.000e-03, eta: 5:27:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2437, loss: 1.2437 2020-06-25 14:03:17,818 - mmaction - INFO - Epoch [36][100/3757] lr: 2.000e-03, eta: 5:27:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.1894, loss: 1.1894 2020-06-25 14:03:23,812 - mmaction - INFO - Epoch [36][120/3757] lr: 2.000e-03, eta: 5:27:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4641, loss: 1.4641 2020-06-25 14:03:29,798 - mmaction - INFO - Epoch [36][140/3757] lr: 2.000e-03, eta: 5:27:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1049, loss: 1.1049 2020-06-25 14:03:35,795 - mmaction - INFO - Epoch [36][160/3757] lr: 2.000e-03, eta: 5:27:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1970, loss: 1.1970 2020-06-25 14:03:41,779 - mmaction - INFO - Epoch [36][180/3757] lr: 2.000e-03, eta: 5:27:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2960, loss: 1.2960 2020-06-25 14:03:47,764 - mmaction - INFO - Epoch [36][200/3757] lr: 2.000e-03, eta: 5:26:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0454, loss: 1.0454 2020-06-25 14:03:53,734 - mmaction - INFO - Epoch [36][220/3757] lr: 2.000e-03, eta: 5:26:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3290, loss: 1.3290 2020-06-25 14:03:59,710 - mmaction - INFO - Epoch [36][240/3757] lr: 2.000e-03, eta: 5:26:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2328, loss: 1.2328 2020-06-25 14:04:05,714 - mmaction - INFO - Epoch [36][260/3757] lr: 2.000e-03, eta: 5:26:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3794, loss: 1.3794 2020-06-25 14:04:11,698 - mmaction - INFO - Epoch [36][280/3757] lr: 2.000e-03, eta: 5:26:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3649, loss: 1.3649 2020-06-25 14:04:17,705 - mmaction - INFO - Epoch [36][300/3757] lr: 2.000e-03, eta: 5:26:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3324, loss: 1.3324 2020-06-25 14:04:23,663 - mmaction - INFO - Epoch [36][320/3757] lr: 2.000e-03, eta: 5:26:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0165, loss: 1.0165 2020-06-25 14:04:29,618 - mmaction - INFO - Epoch [36][340/3757] lr: 2.000e-03, eta: 5:26:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1035, loss: 1.1035 2020-06-25 14:04:35,611 - mmaction - INFO - Epoch [36][360/3757] lr: 2.000e-03, eta: 5:25:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3022, loss: 1.3022 2020-06-25 14:04:41,607 - mmaction - INFO - Epoch [36][380/3757] lr: 2.000e-03, eta: 5:25:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2212, loss: 1.2212 2020-06-25 14:04:47,570 - mmaction - INFO - Epoch [36][400/3757] lr: 2.000e-03, eta: 5:25:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4291, loss: 1.4291 2020-06-25 14:04:53,542 - mmaction - INFO - Epoch [36][420/3757] lr: 2.000e-03, eta: 5:25:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2149, loss: 1.2149 2020-06-25 14:04:59,509 - mmaction - INFO - Epoch [36][440/3757] lr: 2.000e-03, eta: 5:25:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1942, loss: 1.1942 2020-06-25 14:05:05,518 - mmaction - INFO - Epoch [36][460/3757] lr: 2.000e-03, eta: 5:25:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2798, loss: 1.2798 2020-06-25 14:05:11,505 - mmaction - INFO - Epoch [36][480/3757] lr: 2.000e-03, eta: 5:25:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0840, loss: 1.0840 2020-06-25 14:05:17,504 - mmaction - INFO - Epoch [36][500/3757] lr: 2.000e-03, eta: 5:25:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0994, loss: 1.0994 2020-06-25 14:05:23,503 - mmaction - INFO - Epoch [36][520/3757] lr: 2.000e-03, eta: 5:24:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1001, loss: 1.1001 2020-06-25 14:05:29,477 - mmaction - INFO - Epoch [36][540/3757] lr: 2.000e-03, eta: 5:24:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2020, loss: 1.2020 2020-06-25 14:05:35,453 - mmaction - INFO - Epoch [36][560/3757] lr: 2.000e-03, eta: 5:24:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0708, loss: 1.0708 2020-06-25 14:05:41,420 - mmaction - INFO - Epoch [36][580/3757] lr: 2.000e-03, eta: 5:24:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.4764, loss: 1.4764 2020-06-25 14:05:47,396 - mmaction - INFO - Epoch [36][600/3757] lr: 2.000e-03, eta: 5:24:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3704, loss: 1.3704 2020-06-25 14:05:53,377 - mmaction - INFO - Epoch [36][620/3757] lr: 2.000e-03, eta: 5:24:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1872, loss: 1.1872 2020-06-25 14:05:59,362 - mmaction - INFO - Epoch [36][640/3757] lr: 2.000e-03, eta: 5:24:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3248, loss: 1.3248 2020-06-25 14:06:05,362 - mmaction - INFO - Epoch [36][660/3757] lr: 2.000e-03, eta: 5:24:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.1073, loss: 1.1073 2020-06-25 14:06:11,348 - mmaction - INFO - Epoch [36][680/3757] lr: 2.000e-03, eta: 5:23:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3302, loss: 1.3302 2020-06-25 14:06:17,352 - mmaction - INFO - Epoch [36][700/3757] lr: 2.000e-03, eta: 5:23:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4019, loss: 1.4019 2020-06-25 14:06:23,362 - mmaction - INFO - Epoch [36][720/3757] lr: 2.000e-03, eta: 5:23:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2044, loss: 1.2044 2020-06-25 14:06:29,352 - mmaction - INFO - Epoch [36][740/3757] lr: 2.000e-03, eta: 5:23:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1114, loss: 1.1114 2020-06-25 14:06:35,348 - mmaction - INFO - Epoch [36][760/3757] lr: 2.000e-03, eta: 5:23:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0957, loss: 1.0957 2020-06-25 14:06:41,315 - mmaction - INFO - Epoch [36][780/3757] lr: 2.000e-03, eta: 5:23:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2565, loss: 1.2565 2020-06-25 14:06:47,287 - mmaction - INFO - Epoch [36][800/3757] lr: 2.000e-03, eta: 5:23:13, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9643, loss: 0.9643 2020-06-25 14:06:53,289 - mmaction - INFO - Epoch [36][820/3757] lr: 2.000e-03, eta: 5:23:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2648, loss: 1.2648 2020-06-25 14:06:59,270 - mmaction - INFO - Epoch [36][840/3757] lr: 2.000e-03, eta: 5:22:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0958, loss: 1.0958 2020-06-25 14:07:05,265 - mmaction - INFO - Epoch [36][860/3757] lr: 2.000e-03, eta: 5:22:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9250, loss_cls: 1.1752, loss: 1.1752 2020-06-25 14:07:11,281 - mmaction - INFO - Epoch [36][880/3757] lr: 2.000e-03, eta: 5:22:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4304, loss: 1.4304 2020-06-25 14:07:17,261 - mmaction - INFO - Epoch [36][900/3757] lr: 2.000e-03, eta: 5:22:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2580, loss: 1.2580 2020-06-25 14:07:23,223 - mmaction - INFO - Epoch [36][920/3757] lr: 2.000e-03, eta: 5:22:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9339, loss: 0.9339 2020-06-25 14:07:29,201 - mmaction - INFO - Epoch [36][940/3757] lr: 2.000e-03, eta: 5:22:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3234, loss: 1.3234 2020-06-25 14:07:35,168 - mmaction - INFO - Epoch [36][960/3757] lr: 2.000e-03, eta: 5:22:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2036, loss: 1.2036 2020-06-25 14:07:41,169 - mmaction - INFO - Epoch [36][980/3757] lr: 2.000e-03, eta: 5:22:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0674, loss: 1.0674 2020-06-25 14:07:47,161 - mmaction - INFO - Epoch [36][1000/3757] lr: 2.000e-03, eta: 5:21:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.2835, loss: 1.2835 2020-06-25 14:07:53,160 - mmaction - INFO - Epoch [36][1020/3757] lr: 2.000e-03, eta: 5:21:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.2588, loss: 1.2588 2020-06-25 14:07:59,135 - mmaction - INFO - Epoch [36][1040/3757] lr: 2.000e-03, eta: 5:21:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2080, loss: 1.2080 2020-06-25 14:08:05,107 - mmaction - INFO - Epoch [36][1060/3757] lr: 2.000e-03, eta: 5:21:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3812, loss: 1.3812 2020-06-25 14:08:11,094 - mmaction - INFO - Epoch [36][1080/3757] lr: 2.000e-03, eta: 5:21:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1001, loss: 1.1001 2020-06-25 14:08:17,092 - mmaction - INFO - Epoch [36][1100/3757] lr: 2.000e-03, eta: 5:21:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3145, loss: 1.3145 2020-06-25 14:08:23,082 - mmaction - INFO - Epoch [36][1120/3757] lr: 2.000e-03, eta: 5:21:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.0886, loss: 1.0886 2020-06-25 14:08:29,063 - mmaction - INFO - Epoch [36][1140/3757] lr: 2.000e-03, eta: 5:21:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3371, loss: 1.3371 2020-06-25 14:08:35,038 - mmaction - INFO - Epoch [36][1160/3757] lr: 2.000e-03, eta: 5:20:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1184, loss: 1.1184 2020-06-25 14:08:41,036 - mmaction - INFO - Epoch [36][1180/3757] lr: 2.000e-03, eta: 5:20:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3309, loss: 1.3309 2020-06-25 14:08:47,013 - mmaction - INFO - Epoch [36][1200/3757] lr: 2.000e-03, eta: 5:20:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.0807, loss: 1.0807 2020-06-25 14:08:53,047 - mmaction - INFO - Epoch [36][1220/3757] lr: 2.000e-03, eta: 5:20:37, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3216, loss: 1.3216 2020-06-25 14:08:59,048 - mmaction - INFO - Epoch [36][1240/3757] lr: 2.000e-03, eta: 5:20:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0792, loss: 1.0792 2020-06-25 14:09:05,385 - mmaction - INFO - Epoch [36][1260/3757] lr: 2.000e-03, eta: 5:20:23, time: 0.317, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8313, loss_cls: 1.2961, loss: 1.2961 2020-06-25 14:09:11,403 - mmaction - INFO - Epoch [36][1280/3757] lr: 2.000e-03, eta: 5:20:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2362, loss: 1.2362 2020-06-25 14:09:17,417 - mmaction - INFO - Epoch [36][1300/3757] lr: 2.000e-03, eta: 5:20:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3406, loss: 1.3406 2020-06-25 14:09:23,394 - mmaction - INFO - Epoch [36][1320/3757] lr: 2.000e-03, eta: 5:20:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5168, loss: 1.5168 2020-06-25 14:09:29,391 - mmaction - INFO - Epoch [36][1340/3757] lr: 2.000e-03, eta: 5:19:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1853, loss: 1.1853 2020-06-25 14:09:35,374 - mmaction - INFO - Epoch [36][1360/3757] lr: 2.000e-03, eta: 5:19:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.4937, loss: 1.4937 2020-06-25 14:09:41,324 - mmaction - INFO - Epoch [36][1380/3757] lr: 2.000e-03, eta: 5:19:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5597, loss: 1.5597 2020-06-25 14:09:47,304 - mmaction - INFO - Epoch [36][1400/3757] lr: 2.000e-03, eta: 5:19:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0539, loss: 1.0539 2020-06-25 14:09:53,294 - mmaction - INFO - Epoch [36][1420/3757] lr: 2.000e-03, eta: 5:19:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3951, loss: 1.3951 2020-06-25 14:09:59,280 - mmaction - INFO - Epoch [36][1440/3757] lr: 2.000e-03, eta: 5:19:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2642, loss: 1.2642 2020-06-25 14:10:05,554 - mmaction - INFO - Epoch [36][1460/3757] lr: 2.000e-03, eta: 5:19:09, time: 0.314, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.2009, loss: 1.2009 2020-06-25 14:10:11,501 - mmaction - INFO - Epoch [36][1480/3757] lr: 2.000e-03, eta: 5:19:01, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2348, loss: 1.2348 2020-06-25 14:10:17,465 - mmaction - INFO - Epoch [36][1500/3757] lr: 2.000e-03, eta: 5:18:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3814, loss: 1.3814 2020-06-25 14:10:23,457 - mmaction - INFO - Epoch [36][1520/3757] lr: 2.000e-03, eta: 5:18:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4627, loss: 1.4627 2020-06-25 14:10:29,450 - mmaction - INFO - Epoch [36][1540/3757] lr: 2.000e-03, eta: 5:18:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1899, loss: 1.1899 2020-06-25 14:10:35,443 - mmaction - INFO - Epoch [36][1560/3757] lr: 2.000e-03, eta: 5:18:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.2023, loss: 1.2023 2020-06-25 14:10:41,433 - mmaction - INFO - Epoch [36][1580/3757] lr: 2.000e-03, eta: 5:18:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4819, loss: 1.4819 2020-06-25 14:10:47,432 - mmaction - INFO - Epoch [36][1600/3757] lr: 2.000e-03, eta: 5:18:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2227, loss: 1.2227 2020-06-25 14:10:53,404 - mmaction - INFO - Epoch [36][1620/3757] lr: 2.000e-03, eta: 5:18:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1825, loss: 1.1825 2020-06-25 14:10:59,387 - mmaction - INFO - Epoch [36][1640/3757] lr: 2.000e-03, eta: 5:18:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2036, loss: 1.2036 2020-06-25 14:11:05,358 - mmaction - INFO - Epoch [36][1660/3757] lr: 2.000e-03, eta: 5:17:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2899, loss: 1.2899 2020-06-25 14:11:11,313 - mmaction - INFO - Epoch [36][1680/3757] lr: 2.000e-03, eta: 5:17:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0434, loss: 1.0434 2020-06-25 14:11:17,300 - mmaction - INFO - Epoch [36][1700/3757] lr: 2.000e-03, eta: 5:17:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5283, loss: 1.5283 2020-06-25 14:11:23,287 - mmaction - INFO - Epoch [36][1720/3757] lr: 2.000e-03, eta: 5:17:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1041, loss: 1.1041 2020-06-25 14:11:29,281 - mmaction - INFO - Epoch [36][1740/3757] lr: 2.000e-03, eta: 5:17:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4169, loss: 1.4169 2020-06-25 14:11:35,259 - mmaction - INFO - Epoch [36][1760/3757] lr: 2.000e-03, eta: 5:17:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1208, loss: 1.1208 2020-06-25 14:11:41,243 - mmaction - INFO - Epoch [36][1780/3757] lr: 2.000e-03, eta: 5:17:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9944, loss: 0.9944 2020-06-25 14:11:47,214 - mmaction - INFO - Epoch [36][1800/3757] lr: 2.000e-03, eta: 5:17:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0857, loss: 1.0857 2020-06-25 14:11:53,206 - mmaction - INFO - Epoch [36][1820/3757] lr: 2.000e-03, eta: 5:16:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2422, loss: 1.2422 2020-06-25 14:11:59,187 - mmaction - INFO - Epoch [36][1840/3757] lr: 2.000e-03, eta: 5:16:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3869, loss: 1.3869 2020-06-25 14:12:05,188 - mmaction - INFO - Epoch [36][1860/3757] lr: 2.000e-03, eta: 5:16:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.2843, loss: 1.2843 2020-06-25 14:12:11,158 - mmaction - INFO - Epoch [36][1880/3757] lr: 2.000e-03, eta: 5:16:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1606, loss: 1.1606 2020-06-25 14:12:17,177 - mmaction - INFO - Epoch [36][1900/3757] lr: 2.000e-03, eta: 5:16:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3350, loss: 1.3350 2020-06-25 14:12:23,190 - mmaction - INFO - Epoch [36][1920/3757] lr: 2.000e-03, eta: 5:16:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1581, loss: 1.1581 2020-06-25 14:12:29,178 - mmaction - INFO - Epoch [36][1940/3757] lr: 2.000e-03, eta: 5:16:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3736, loss: 1.3736 2020-06-25 14:12:35,179 - mmaction - INFO - Epoch [36][1960/3757] lr: 2.000e-03, eta: 5:16:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0602, loss: 1.0602 2020-06-25 14:12:41,177 - mmaction - INFO - Epoch [36][1980/3757] lr: 2.000e-03, eta: 5:15:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0602, loss: 1.0602 2020-06-25 14:12:47,163 - mmaction - INFO - Epoch [36][2000/3757] lr: 2.000e-03, eta: 5:15:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2376, loss: 1.2376 2020-06-25 14:12:53,172 - mmaction - INFO - Epoch [36][2020/3757] lr: 2.000e-03, eta: 5:15:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1866, loss: 1.1866 2020-06-25 14:12:59,175 - mmaction - INFO - Epoch [36][2040/3757] lr: 2.000e-03, eta: 5:15:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2831, loss: 1.2831 2020-06-25 14:13:05,194 - mmaction - INFO - Epoch [36][2060/3757] lr: 2.000e-03, eta: 5:15:27, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0559, loss: 1.0559 2020-06-25 14:13:11,198 - mmaction - INFO - Epoch [36][2080/3757] lr: 2.000e-03, eta: 5:15:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1321, loss: 1.1321 2020-06-25 14:13:17,186 - mmaction - INFO - Epoch [36][2100/3757] lr: 2.000e-03, eta: 5:15:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.5568, loss: 1.5568 2020-06-25 14:13:23,161 - mmaction - INFO - Epoch [36][2120/3757] lr: 2.000e-03, eta: 5:15:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0839, loss: 1.0839 2020-06-25 14:13:29,159 - mmaction - INFO - Epoch [36][2140/3757] lr: 2.000e-03, eta: 5:14:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3426, loss: 1.3426 2020-06-25 14:13:35,174 - mmaction - INFO - Epoch [36][2160/3757] lr: 2.000e-03, eta: 5:14:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0856, loss: 1.0856 2020-06-25 14:13:41,132 - mmaction - INFO - Epoch [36][2180/3757] lr: 2.000e-03, eta: 5:14:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1359, loss: 1.1359 2020-06-25 14:13:47,133 - mmaction - INFO - Epoch [36][2200/3757] lr: 2.000e-03, eta: 5:14:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2181, loss: 1.2181 2020-06-25 14:13:53,122 - mmaction - INFO - Epoch [36][2220/3757] lr: 2.000e-03, eta: 5:14:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2725, loss: 1.2725 2020-06-25 14:13:59,160 - mmaction - INFO - Epoch [36][2240/3757] lr: 2.000e-03, eta: 5:14:21, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1800, loss: 1.1800 2020-06-25 14:14:05,156 - mmaction - INFO - Epoch [36][2260/3757] lr: 2.000e-03, eta: 5:14:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4510, loss: 1.4510 2020-06-25 14:14:11,161 - mmaction - INFO - Epoch [36][2280/3757] lr: 2.000e-03, eta: 5:14:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1685, loss: 1.1685 2020-06-25 14:14:17,129 - mmaction - INFO - Epoch [36][2300/3757] lr: 2.000e-03, eta: 5:13:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4268, loss: 1.4268 2020-06-25 14:14:23,125 - mmaction - INFO - Epoch [36][2320/3757] lr: 2.000e-03, eta: 5:13:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3461, loss: 1.3461 2020-06-25 14:14:29,147 - mmaction - INFO - Epoch [36][2340/3757] lr: 2.000e-03, eta: 5:13:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1744, loss: 1.1744 2020-06-25 14:14:35,154 - mmaction - INFO - Epoch [36][2360/3757] lr: 2.000e-03, eta: 5:13:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1638, loss: 1.1638 2020-06-25 14:14:41,147 - mmaction - INFO - Epoch [36][2380/3757] lr: 2.000e-03, eta: 5:13:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3417, loss: 1.3417 2020-06-25 14:14:47,121 - mmaction - INFO - Epoch [36][2400/3757] lr: 2.000e-03, eta: 5:13:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1099, loss: 1.1099 2020-06-25 14:14:53,119 - mmaction - INFO - Epoch [36][2420/3757] lr: 2.000e-03, eta: 5:13:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1951, loss: 1.1951 2020-06-25 14:14:59,086 - mmaction - INFO - Epoch [36][2440/3757] lr: 2.000e-03, eta: 5:13:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3999, loss: 1.3999 2020-06-25 14:15:05,103 - mmaction - INFO - Epoch [36][2460/3757] lr: 2.000e-03, eta: 5:13:00, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1484, loss: 1.1484 2020-06-25 14:15:11,114 - mmaction - INFO - Epoch [36][2480/3757] lr: 2.000e-03, eta: 5:12:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800 2020-06-25 14:15:17,109 - mmaction - INFO - Epoch [36][2500/3757] lr: 2.000e-03, eta: 5:12:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0769, loss: 1.0769 2020-06-25 14:15:23,084 - mmaction - INFO - Epoch [36][2520/3757] lr: 2.000e-03, eta: 5:12:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0839, loss: 1.0839 2020-06-25 14:15:29,058 - mmaction - INFO - Epoch [36][2540/3757] lr: 2.000e-03, eta: 5:12:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2301, loss: 1.2301 2020-06-25 14:15:35,027 - mmaction - INFO - Epoch [36][2560/3757] lr: 2.000e-03, eta: 5:12:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0086, loss: 1.0086 2020-06-25 14:15:40,998 - mmaction - INFO - Epoch [36][2580/3757] lr: 2.000e-03, eta: 5:12:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2545, loss: 1.2545 2020-06-25 14:15:47,004 - mmaction - INFO - Epoch [36][2600/3757] lr: 2.000e-03, eta: 5:12:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 0.9987, loss: 0.9987 2020-06-25 14:15:53,170 - mmaction - INFO - Epoch [36][2620/3757] lr: 2.000e-03, eta: 5:12:01, time: 0.308, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3110, loss: 1.3110 2020-06-25 14:15:59,160 - mmaction - INFO - Epoch [36][2640/3757] lr: 2.000e-03, eta: 5:11:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2945, loss: 1.2945 2020-06-25 14:16:05,151 - mmaction - INFO - Epoch [36][2660/3757] lr: 2.000e-03, eta: 5:11:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2696, loss: 1.2696 2020-06-25 14:16:11,102 - mmaction - INFO - Epoch [36][2680/3757] lr: 2.000e-03, eta: 5:11:39, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.2978, loss: 1.2978 2020-06-25 14:16:17,082 - mmaction - INFO - Epoch [36][2700/3757] lr: 2.000e-03, eta: 5:11:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0244, loss: 1.0244 2020-06-25 14:16:23,061 - mmaction - INFO - Epoch [36][2720/3757] lr: 2.000e-03, eta: 5:11:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3602, loss: 1.3602 2020-06-25 14:16:29,073 - mmaction - INFO - Epoch [36][2740/3757] lr: 2.000e-03, eta: 5:11:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3309, loss: 1.3309 2020-06-25 14:16:35,091 - mmaction - INFO - Epoch [36][2760/3757] lr: 2.000e-03, eta: 5:11:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3090, loss: 1.3090 2020-06-25 14:16:41,084 - mmaction - INFO - Epoch [36][2780/3757] lr: 2.000e-03, eta: 5:11:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.4529, loss: 1.4529 2020-06-25 14:16:47,095 - mmaction - INFO - Epoch [36][2800/3757] lr: 2.000e-03, eta: 5:10:55, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4342, loss: 1.4342 2020-06-25 14:16:53,100 - mmaction - INFO - Epoch [36][2820/3757] lr: 2.000e-03, eta: 5:10:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2941, loss: 1.2941 2020-06-25 14:16:59,106 - mmaction - INFO - Epoch [36][2840/3757] lr: 2.000e-03, eta: 5:10:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4435, loss: 1.4435 2020-06-25 14:17:05,074 - mmaction - INFO - Epoch [36][2860/3757] lr: 2.000e-03, eta: 5:10:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2115, loss: 1.2115 2020-06-25 14:17:11,082 - mmaction - INFO - Epoch [36][2880/3757] lr: 2.000e-03, eta: 5:10:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1618, loss: 1.1618 2020-06-25 14:17:17,054 - mmaction - INFO - Epoch [36][2900/3757] lr: 2.000e-03, eta: 5:10:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0017, loss: 1.0017 2020-06-25 14:17:23,025 - mmaction - INFO - Epoch [36][2920/3757] lr: 2.000e-03, eta: 5:10:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0412, loss: 1.0412 2020-06-25 14:17:29,004 - mmaction - INFO - Epoch [36][2940/3757] lr: 2.000e-03, eta: 5:10:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.3929, loss: 1.3929 2020-06-25 14:17:35,022 - mmaction - INFO - Epoch [36][2960/3757] lr: 2.000e-03, eta: 5:09:56, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2385, loss: 1.2385 2020-06-25 14:17:40,991 - mmaction - INFO - Epoch [36][2980/3757] lr: 2.000e-03, eta: 5:09:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.1237, loss: 1.1237 2020-06-25 14:17:46,972 - mmaction - INFO - Epoch [36][3000/3757] lr: 2.000e-03, eta: 5:09:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3497, loss: 1.3497 2020-06-25 14:17:52,984 - mmaction - INFO - Epoch [36][3020/3757] lr: 2.000e-03, eta: 5:09:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2011, loss: 1.2011 2020-06-25 14:17:58,980 - mmaction - INFO - Epoch [36][3040/3757] lr: 2.000e-03, eta: 5:09:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3119, loss: 1.3119 2020-06-25 14:18:04,967 - mmaction - INFO - Epoch [36][3060/3757] lr: 2.000e-03, eta: 5:09:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3013, loss: 1.3013 2020-06-25 14:18:10,972 - mmaction - INFO - Epoch [36][3080/3757] lr: 2.000e-03, eta: 5:09:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3646, loss: 1.3646 2020-06-25 14:18:16,962 - mmaction - INFO - Epoch [36][3100/3757] lr: 2.000e-03, eta: 5:09:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1622, loss: 1.1622 2020-06-25 14:18:22,965 - mmaction - INFO - Epoch [36][3120/3757] lr: 2.000e-03, eta: 5:08:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9328, loss: 0.9328 2020-06-25 14:18:28,932 - mmaction - INFO - Epoch [36][3140/3757] lr: 2.000e-03, eta: 5:08:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3127, loss: 1.3127 2020-06-25 14:18:34,898 - mmaction - INFO - Epoch [36][3160/3757] lr: 2.000e-03, eta: 5:08:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.5153, loss: 1.5153 2020-06-25 14:18:40,902 - mmaction - INFO - Epoch [36][3180/3757] lr: 2.000e-03, eta: 5:08:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.4642, loss: 1.4642 2020-06-25 14:18:46,899 - mmaction - INFO - Epoch [36][3200/3757] lr: 2.000e-03, eta: 5:08:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1347, loss: 1.1347 2020-06-25 14:18:52,908 - mmaction - INFO - Epoch [36][3220/3757] lr: 2.000e-03, eta: 5:08:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1442, loss: 1.1442 2020-06-25 14:18:58,903 - mmaction - INFO - Epoch [36][3240/3757] lr: 2.000e-03, eta: 5:08:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3697, loss: 1.3697 2020-06-25 14:19:04,864 - mmaction - INFO - Epoch [36][3260/3757] lr: 2.000e-03, eta: 5:08:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.1763, loss: 1.1763 2020-06-25 14:19:10,875 - mmaction - INFO - Epoch [36][3280/3757] lr: 2.000e-03, eta: 5:07:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2780, loss: 1.2780 2020-06-25 14:19:16,878 - mmaction - INFO - Epoch [36][3300/3757] lr: 2.000e-03, eta: 5:07:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1132, loss: 1.1132 2020-06-25 14:19:22,888 - mmaction - INFO - Epoch [36][3320/3757] lr: 2.000e-03, eta: 5:07:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1862, loss: 1.1862 2020-06-25 14:19:28,864 - mmaction - INFO - Epoch [36][3340/3757] lr: 2.000e-03, eta: 5:07:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0928, loss: 1.0928 2020-06-25 14:19:34,828 - mmaction - INFO - Epoch [36][3360/3757] lr: 2.000e-03, eta: 5:07:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5205, loss: 1.5205 2020-06-25 14:19:40,833 - mmaction - INFO - Epoch [36][3380/3757] lr: 2.000e-03, eta: 5:07:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0914, loss: 1.0914 2020-06-25 14:19:46,830 - mmaction - INFO - Epoch [36][3400/3757] lr: 2.000e-03, eta: 5:07:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2537, loss: 1.2537 2020-06-25 14:19:52,830 - mmaction - INFO - Epoch [36][3420/3757] lr: 2.000e-03, eta: 5:07:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2833, loss: 1.2833 2020-06-25 14:19:58,821 - mmaction - INFO - Epoch [36][3440/3757] lr: 2.000e-03, eta: 5:07:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4575, loss: 1.4575 2020-06-25 14:20:04,810 - mmaction - INFO - Epoch [36][3460/3757] lr: 2.000e-03, eta: 5:06:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3080, loss: 1.3080 2020-06-25 14:20:10,808 - mmaction - INFO - Epoch [36][3480/3757] lr: 2.000e-03, eta: 5:06:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1849, loss: 1.1849 2020-06-25 14:20:16,834 - mmaction - INFO - Epoch [36][3500/3757] lr: 2.000e-03, eta: 5:06:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2776, loss: 1.2776 2020-06-25 14:20:22,838 - mmaction - INFO - Epoch [36][3520/3757] lr: 2.000e-03, eta: 5:06:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2284, loss: 1.2284 2020-06-25 14:20:29,091 - mmaction - INFO - Epoch [36][3540/3757] lr: 2.000e-03, eta: 5:06:23, time: 0.313, data_time: 0.015, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0667, loss: 1.0667 2020-06-25 14:20:35,056 - mmaction - INFO - Epoch [36][3560/3757] lr: 2.000e-03, eta: 5:06:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2445, loss: 1.2445 2020-06-25 14:20:41,303 - mmaction - INFO - Epoch [36][3580/3757] lr: 2.000e-03, eta: 5:06:09, time: 0.312, data_time: 0.014, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4978, loss: 1.4978 2020-06-25 14:20:47,273 - mmaction - INFO - Epoch [36][3600/3757] lr: 2.000e-03, eta: 5:06:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2151, loss: 1.2151 2020-06-25 14:20:54,001 - mmaction - INFO - Epoch [36][3620/3757] lr: 2.000e-03, eta: 5:05:54, time: 0.337, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4694, loss: 1.4694 2020-06-25 14:21:00,412 - mmaction - INFO - Epoch [36][3640/3757] lr: 2.000e-03, eta: 5:05:47, time: 0.320, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.3406, loss: 1.3406 2020-06-25 14:21:06,378 - mmaction - INFO - Epoch [36][3660/3757] lr: 2.000e-03, eta: 5:05:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2481, loss: 1.2481 2020-06-25 14:21:12,362 - mmaction - INFO - Epoch [36][3680/3757] lr: 2.000e-03, eta: 5:05:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3732, loss: 1.3732 2020-06-25 14:21:18,370 - mmaction - INFO - Epoch [36][3700/3757] lr: 2.000e-03, eta: 5:05:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3114, loss: 1.3114 2020-06-25 14:21:24,357 - mmaction - INFO - Epoch [36][3720/3757] lr: 2.000e-03, eta: 5:05:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2463, loss: 1.2463 2020-06-25 14:21:30,345 - mmaction - INFO - Epoch [36][3740/3757] lr: 2.000e-03, eta: 5:05:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1397, loss: 1.1397 2020-06-25 14:24:30,795 - mmaction - INFO - Epoch [37][20/3757] lr: 2.000e-03, eta: 5:05:59, time: 8.528, data_time: 8.131, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8187, loss_cls: 1.4363, loss: 1.4363 2020-06-25 14:24:36,833 - mmaction - INFO - Epoch [37][40/3757] lr: 2.000e-03, eta: 5:05:52, time: 0.302, data_time: 0.004, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8625, loss_cls: 1.4462, loss: 1.4462 2020-06-25 14:24:42,826 - mmaction - INFO - Epoch [37][60/3757] lr: 2.000e-03, eta: 5:05:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0021, loss: 1.0021 2020-06-25 14:24:48,817 - mmaction - INFO - Epoch [37][80/3757] lr: 2.000e-03, eta: 5:05:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5766, loss: 1.5766 2020-06-25 14:24:54,806 - mmaction - INFO - Epoch [37][100/3757] lr: 2.000e-03, eta: 5:05:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0163, loss: 1.0163 2020-06-25 14:25:00,791 - mmaction - INFO - Epoch [37][120/3757] lr: 2.000e-03, eta: 5:05:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2127, loss: 1.2127 2020-06-25 14:25:06,842 - mmaction - INFO - Epoch [37][140/3757] lr: 2.000e-03, eta: 5:05:15, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4961, loss: 1.4961 2020-06-25 14:25:12,814 - mmaction - INFO - Epoch [37][160/3757] lr: 2.000e-03, eta: 5:05:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.7812, loss_cls: 1.5858, loss: 1.5858 2020-06-25 14:25:18,798 - mmaction - INFO - Epoch [37][180/3757] lr: 2.000e-03, eta: 5:05:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3444, loss: 1.3444 2020-06-25 14:25:24,774 - mmaction - INFO - Epoch [37][200/3757] lr: 2.000e-03, eta: 5:04:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1200, loss: 1.1200 2020-06-25 14:25:30,743 - mmaction - INFO - Epoch [37][220/3757] lr: 2.000e-03, eta: 5:04:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1270, loss: 1.1270 2020-06-25 14:25:36,734 - mmaction - INFO - Epoch [37][240/3757] lr: 2.000e-03, eta: 5:04:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2282, loss: 1.2282 2020-06-25 14:25:42,755 - mmaction - INFO - Epoch [37][260/3757] lr: 2.000e-03, eta: 5:04:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3884, loss: 1.3884 2020-06-25 14:25:48,738 - mmaction - INFO - Epoch [37][280/3757] lr: 2.000e-03, eta: 5:04:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3244, loss: 1.3244 2020-06-25 14:25:54,695 - mmaction - INFO - Epoch [37][300/3757] lr: 2.000e-03, eta: 5:04:16, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2894, loss: 1.2894 2020-06-25 14:26:00,647 - mmaction - INFO - Epoch [37][320/3757] lr: 2.000e-03, eta: 5:04:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1285, loss: 1.1285 2020-06-25 14:26:06,633 - mmaction - INFO - Epoch [37][340/3757] lr: 2.000e-03, eta: 5:04:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.5481, loss: 1.5481 2020-06-25 14:26:12,605 - mmaction - INFO - Epoch [37][360/3757] lr: 2.000e-03, eta: 5:03:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2222, loss: 1.2222 2020-06-25 14:26:18,572 - mmaction - INFO - Epoch [37][380/3757] lr: 2.000e-03, eta: 5:03:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1911, loss: 1.1911 2020-06-25 14:26:24,565 - mmaction - INFO - Epoch [37][400/3757] lr: 2.000e-03, eta: 5:03:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1672, loss: 1.1672 2020-06-25 14:26:30,533 - mmaction - INFO - Epoch [37][420/3757] lr: 2.000e-03, eta: 5:03:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3536, loss: 1.3536 2020-06-25 14:26:36,530 - mmaction - INFO - Epoch [37][440/3757] lr: 2.000e-03, eta: 5:03:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2110, loss: 1.2110 2020-06-25 14:26:42,506 - mmaction - INFO - Epoch [37][460/3757] lr: 2.000e-03, eta: 5:03:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1340, loss: 1.1340 2020-06-25 14:26:48,488 - mmaction - INFO - Epoch [37][480/3757] lr: 2.000e-03, eta: 5:03:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2084, loss: 1.2084 2020-06-25 14:26:54,466 - mmaction - INFO - Epoch [37][500/3757] lr: 2.000e-03, eta: 5:03:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1513, loss: 1.1513 2020-06-25 14:27:00,425 - mmaction - INFO - Epoch [37][520/3757] lr: 2.000e-03, eta: 5:02:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3432, loss: 1.3432 2020-06-25 14:27:06,428 - mmaction - INFO - Epoch [37][540/3757] lr: 2.000e-03, eta: 5:02:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0591, loss: 1.0591 2020-06-25 14:27:12,409 - mmaction - INFO - Epoch [37][560/3757] lr: 2.000e-03, eta: 5:02:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0222, loss: 1.0222 2020-06-25 14:27:18,385 - mmaction - INFO - Epoch [37][580/3757] lr: 2.000e-03, eta: 5:02:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1110, loss: 1.1110 2020-06-25 14:27:24,365 - mmaction - INFO - Epoch [37][600/3757] lr: 2.000e-03, eta: 5:02:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2700, loss: 1.2700 2020-06-25 14:27:30,317 - mmaction - INFO - Epoch [37][620/3757] lr: 2.000e-03, eta: 5:02:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2232, loss: 1.2232 2020-06-25 14:27:36,295 - mmaction - INFO - Epoch [37][640/3757] lr: 2.000e-03, eta: 5:02:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2370, loss: 1.2370 2020-06-25 14:27:42,281 - mmaction - INFO - Epoch [37][660/3757] lr: 2.000e-03, eta: 5:02:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1087, loss: 1.1087 2020-06-25 14:27:48,299 - mmaction - INFO - Epoch [37][680/3757] lr: 2.000e-03, eta: 5:01:56, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1269, loss: 1.1269 2020-06-25 14:27:54,256 - mmaction - INFO - Epoch [37][700/3757] lr: 2.000e-03, eta: 5:01:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2805, loss: 1.2805 2020-06-25 14:28:00,229 - mmaction - INFO - Epoch [37][720/3757] lr: 2.000e-03, eta: 5:01:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2153, loss: 1.2153 2020-06-25 14:28:06,234 - mmaction - INFO - Epoch [37][740/3757] lr: 2.000e-03, eta: 5:01:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0153, loss: 1.0153 2020-06-25 14:28:12,198 - mmaction - INFO - Epoch [37][760/3757] lr: 2.000e-03, eta: 5:01:26, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0037, loss: 1.0037 2020-06-25 14:28:18,195 - mmaction - INFO - Epoch [37][780/3757] lr: 2.000e-03, eta: 5:01:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3672, loss: 1.3672 2020-06-25 14:28:24,194 - mmaction - INFO - Epoch [37][800/3757] lr: 2.000e-03, eta: 5:01:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3892, loss: 1.3892 2020-06-25 14:28:30,172 - mmaction - INFO - Epoch [37][820/3757] lr: 2.000e-03, eta: 5:01:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2302, loss: 1.2302 2020-06-25 14:28:36,142 - mmaction - INFO - Epoch [37][840/3757] lr: 2.000e-03, eta: 5:00:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3338, loss: 1.3338 2020-06-25 14:28:42,108 - mmaction - INFO - Epoch [37][860/3757] lr: 2.000e-03, eta: 5:00:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1817, loss: 1.1817 2020-06-25 14:28:48,124 - mmaction - INFO - Epoch [37][880/3757] lr: 2.000e-03, eta: 5:00:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1845, loss: 1.1845 2020-06-25 14:28:54,130 - mmaction - INFO - Epoch [37][900/3757] lr: 2.000e-03, eta: 5:00:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9125, loss_cls: 1.1802, loss: 1.1802 2020-06-25 14:29:00,096 - mmaction - INFO - Epoch [37][920/3757] lr: 2.000e-03, eta: 5:00:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2136, loss: 1.2136 2020-06-25 14:29:06,085 - mmaction - INFO - Epoch [37][940/3757] lr: 2.000e-03, eta: 5:00:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0749, loss: 1.0749 2020-06-25 14:29:12,064 - mmaction - INFO - Epoch [37][960/3757] lr: 2.000e-03, eta: 5:00:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2636, loss: 1.2636 2020-06-25 14:29:18,045 - mmaction - INFO - Epoch [37][980/3757] lr: 2.000e-03, eta: 5:00:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3411, loss: 1.3411 2020-06-25 14:29:24,059 - mmaction - INFO - Epoch [37][1000/3757] lr: 2.000e-03, eta: 4:59:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2199, loss: 1.2199 2020-06-25 14:29:30,057 - mmaction - INFO - Epoch [37][1020/3757] lr: 2.000e-03, eta: 4:59:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9529, loss: 0.9529 2020-06-25 14:29:36,026 - mmaction - INFO - Epoch [37][1040/3757] lr: 2.000e-03, eta: 4:59:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8625, loss_cls: 1.4827, loss: 1.4827 2020-06-25 14:29:42,020 - mmaction - INFO - Epoch [37][1060/3757] lr: 2.000e-03, eta: 4:59:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4789, loss: 1.4789 2020-06-25 14:29:48,022 - mmaction - INFO - Epoch [37][1080/3757] lr: 2.000e-03, eta: 4:59:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9949, loss: 0.9949 2020-06-25 14:29:54,031 - mmaction - INFO - Epoch [37][1100/3757] lr: 2.000e-03, eta: 4:59:21, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0547, loss: 1.0547 2020-06-25 14:30:00,021 - mmaction - INFO - Epoch [37][1120/3757] lr: 2.000e-03, eta: 4:59:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0272, loss: 1.0272 2020-06-25 14:30:06,024 - mmaction - INFO - Epoch [37][1140/3757] lr: 2.000e-03, eta: 4:59:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2940, loss: 1.2940 2020-06-25 14:30:12,001 - mmaction - INFO - Epoch [37][1160/3757] lr: 2.000e-03, eta: 4:58:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1530, loss: 1.1530 2020-06-25 14:30:17,995 - mmaction - INFO - Epoch [37][1180/3757] lr: 2.000e-03, eta: 4:58:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8375, loss_cls: 1.2021, loss: 1.2021 2020-06-25 14:30:23,992 - mmaction - INFO - Epoch [37][1200/3757] lr: 2.000e-03, eta: 4:58:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8500, loss_cls: 1.2610, loss: 1.2610 2020-06-25 14:30:29,974 - mmaction - INFO - Epoch [37][1220/3757] lr: 2.000e-03, eta: 4:58:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1842, loss: 1.1842 2020-06-25 14:30:35,967 - mmaction - INFO - Epoch [37][1240/3757] lr: 2.000e-03, eta: 4:58:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3302, loss: 1.3302 2020-06-25 14:30:42,255 - mmaction - INFO - Epoch [37][1260/3757] lr: 2.000e-03, eta: 4:58:23, time: 0.315, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1473, loss: 1.1473 2020-06-25 14:30:48,280 - mmaction - INFO - Epoch [37][1280/3757] lr: 2.000e-03, eta: 4:58:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1902, loss: 1.1902 2020-06-25 14:30:54,230 - mmaction - INFO - Epoch [37][1300/3757] lr: 2.000e-03, eta: 4:58:08, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9313, loss_cls: 1.1094, loss: 1.1094 2020-06-25 14:31:00,209 - mmaction - INFO - Epoch [37][1320/3757] lr: 2.000e-03, eta: 4:58:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2680, loss: 1.2680 2020-06-25 14:31:06,196 - mmaction - INFO - Epoch [37][1340/3757] lr: 2.000e-03, eta: 4:57:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2015, loss: 1.2015 2020-06-25 14:31:12,169 - mmaction - INFO - Epoch [37][1360/3757] lr: 2.000e-03, eta: 4:57:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6551, loss: 1.6551 2020-06-25 14:31:18,152 - mmaction - INFO - Epoch [37][1380/3757] lr: 2.000e-03, eta: 4:57:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.3692, loss: 1.3692 2020-06-25 14:31:24,128 - mmaction - INFO - Epoch [37][1400/3757] lr: 2.000e-03, eta: 4:57:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4991, loss: 1.4991 2020-06-25 14:31:30,111 - mmaction - INFO - Epoch [37][1420/3757] lr: 2.000e-03, eta: 4:57:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3206, loss: 1.3206 2020-06-25 14:31:36,086 - mmaction - INFO - Epoch [37][1440/3757] lr: 2.000e-03, eta: 4:57:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3498, loss: 1.3498 2020-06-25 14:31:42,070 - mmaction - INFO - Epoch [37][1460/3757] lr: 2.000e-03, eta: 4:57:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3129, loss: 1.3129 2020-06-25 14:31:48,039 - mmaction - INFO - Epoch [37][1480/3757] lr: 2.000e-03, eta: 4:57:02, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2427, loss: 1.2427 2020-06-25 14:31:54,020 - mmaction - INFO - Epoch [37][1500/3757] lr: 2.000e-03, eta: 4:56:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5596, loss: 1.5596 2020-06-25 14:32:00,010 - mmaction - INFO - Epoch [37][1520/3757] lr: 2.000e-03, eta: 4:56:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1501, loss: 1.1501 2020-06-25 14:32:05,977 - mmaction - INFO - Epoch [37][1540/3757] lr: 2.000e-03, eta: 4:56:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 1.0991, loss: 1.0991 2020-06-25 14:32:11,976 - mmaction - INFO - Epoch [37][1560/3757] lr: 2.000e-03, eta: 4:56:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2957, loss: 1.2957 2020-06-25 14:32:17,955 - mmaction - INFO - Epoch [37][1580/3757] lr: 2.000e-03, eta: 4:56:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3219, loss: 1.3219 2020-06-25 14:32:23,931 - mmaction - INFO - Epoch [37][1600/3757] lr: 2.000e-03, eta: 4:56:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7102, loss: 1.7102 2020-06-25 14:32:29,892 - mmaction - INFO - Epoch [37][1620/3757] lr: 2.000e-03, eta: 4:56:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3557, loss: 1.3557 2020-06-25 14:32:35,882 - mmaction - INFO - Epoch [37][1640/3757] lr: 2.000e-03, eta: 4:56:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2275, loss: 1.2275 2020-06-25 14:32:41,861 - mmaction - INFO - Epoch [37][1660/3757] lr: 2.000e-03, eta: 4:55:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2145, loss: 1.2145 2020-06-25 14:32:47,840 - mmaction - INFO - Epoch [37][1680/3757] lr: 2.000e-03, eta: 4:55:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1975, loss: 1.1975 2020-06-25 14:32:53,832 - mmaction - INFO - Epoch [37][1700/3757] lr: 2.000e-03, eta: 4:55:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.5142, loss: 1.5142 2020-06-25 14:32:59,813 - mmaction - INFO - Epoch [37][1720/3757] lr: 2.000e-03, eta: 4:55:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.9041, loss: 0.9041 2020-06-25 14:33:05,812 - mmaction - INFO - Epoch [37][1740/3757] lr: 2.000e-03, eta: 4:55:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2622, loss: 1.2622 2020-06-25 14:33:11,768 - mmaction - INFO - Epoch [37][1760/3757] lr: 2.000e-03, eta: 4:55:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1965, loss: 1.1965 2020-06-25 14:33:17,760 - mmaction - INFO - Epoch [37][1780/3757] lr: 2.000e-03, eta: 4:55:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2231, loss: 1.2231 2020-06-25 14:33:23,702 - mmaction - INFO - Epoch [37][1800/3757] lr: 2.000e-03, eta: 4:55:04, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.5123, loss: 1.5123 2020-06-25 14:33:29,698 - mmaction - INFO - Epoch [37][1820/3757] lr: 2.000e-03, eta: 4:54:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3509, loss: 1.3509 2020-06-25 14:33:35,653 - mmaction - INFO - Epoch [37][1840/3757] lr: 2.000e-03, eta: 4:54:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3058, loss: 1.3058 2020-06-25 14:33:41,611 - mmaction - INFO - Epoch [37][1860/3757] lr: 2.000e-03, eta: 4:54:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0236, loss: 1.0236 2020-06-25 14:33:47,594 - mmaction - INFO - Epoch [37][1880/3757] lr: 2.000e-03, eta: 4:54:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0574, loss: 1.0574 2020-06-25 14:33:53,592 - mmaction - INFO - Epoch [37][1900/3757] lr: 2.000e-03, eta: 4:54:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1364, loss: 1.1364 2020-06-25 14:33:59,580 - mmaction - INFO - Epoch [37][1920/3757] lr: 2.000e-03, eta: 4:54:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3124, loss: 1.3124 2020-06-25 14:34:05,598 - mmaction - INFO - Epoch [37][1940/3757] lr: 2.000e-03, eta: 4:54:13, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5262, loss: 1.5262 2020-06-25 14:34:11,604 - mmaction - INFO - Epoch [37][1960/3757] lr: 2.000e-03, eta: 4:54:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2737, loss: 1.2737 2020-06-25 14:34:17,578 - mmaction - INFO - Epoch [37][1980/3757] lr: 2.000e-03, eta: 4:53:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0830, loss: 1.0830 2020-06-25 14:34:23,555 - mmaction - INFO - Epoch [37][2000/3757] lr: 2.000e-03, eta: 4:53:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3387, loss: 1.3387 2020-06-25 14:34:29,555 - mmaction - INFO - Epoch [37][2020/3757] lr: 2.000e-03, eta: 4:53:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2082, loss: 1.2082 2020-06-25 14:34:35,557 - mmaction - INFO - Epoch [37][2040/3757] lr: 2.000e-03, eta: 4:53:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3413, loss: 1.3413 2020-06-25 14:34:41,540 - mmaction - INFO - Epoch [37][2060/3757] lr: 2.000e-03, eta: 4:53:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9753, loss: 0.9753 2020-06-25 14:34:47,502 - mmaction - INFO - Epoch [37][2080/3757] lr: 2.000e-03, eta: 4:53:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2708, loss: 1.2708 2020-06-25 14:34:53,485 - mmaction - INFO - Epoch [37][2100/3757] lr: 2.000e-03, eta: 4:53:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.2588, loss: 1.2588 2020-06-25 14:34:59,480 - mmaction - INFO - Epoch [37][2120/3757] lr: 2.000e-03, eta: 4:53:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3002, loss: 1.3002 2020-06-25 14:35:06,091 - mmaction - INFO - Epoch [37][2140/3757] lr: 2.000e-03, eta: 4:53:00, time: 0.330, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2515, loss: 1.2515 2020-06-25 14:35:12,103 - mmaction - INFO - Epoch [37][2160/3757] lr: 2.000e-03, eta: 4:52:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.3345, loss: 1.3345 2020-06-25 14:35:18,105 - mmaction - INFO - Epoch [37][2180/3757] lr: 2.000e-03, eta: 4:52:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.2151, loss: 1.2151 2020-06-25 14:35:24,081 - mmaction - INFO - Epoch [37][2200/3757] lr: 2.000e-03, eta: 4:52:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.2081, loss: 1.2081 2020-06-25 14:35:30,060 - mmaction - INFO - Epoch [37][2220/3757] lr: 2.000e-03, eta: 4:52:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2564, loss: 1.2564 2020-06-25 14:35:36,034 - mmaction - INFO - Epoch [37][2240/3757] lr: 2.000e-03, eta: 4:52:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3125, loss: 1.3125 2020-06-25 14:35:41,984 - mmaction - INFO - Epoch [37][2260/3757] lr: 2.000e-03, eta: 4:52:16, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2578, loss: 1.2578 2020-06-25 14:35:47,946 - mmaction - INFO - Epoch [37][2280/3757] lr: 2.000e-03, eta: 4:52:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4148, loss: 1.4148 2020-06-25 14:35:53,928 - mmaction - INFO - Epoch [37][2300/3757] lr: 2.000e-03, eta: 4:52:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2674, loss: 1.2674 2020-06-25 14:35:59,928 - mmaction - INFO - Epoch [37][2320/3757] lr: 2.000e-03, eta: 4:51:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1697, loss: 1.1697 2020-06-25 14:36:05,928 - mmaction - INFO - Epoch [37][2340/3757] lr: 2.000e-03, eta: 4:51:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0649, loss: 1.0649 2020-06-25 14:36:11,921 - mmaction - INFO - Epoch [37][2360/3757] lr: 2.000e-03, eta: 4:51:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.3522, loss: 1.3522 2020-06-25 14:36:17,940 - mmaction - INFO - Epoch [37][2380/3757] lr: 2.000e-03, eta: 4:51:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0501, loss: 1.0501 2020-06-25 14:36:23,922 - mmaction - INFO - Epoch [37][2400/3757] lr: 2.000e-03, eta: 4:51:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3867, loss: 1.3867 2020-06-25 14:36:29,903 - mmaction - INFO - Epoch [37][2420/3757] lr: 2.000e-03, eta: 4:51:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0900, loss: 1.0900 2020-06-25 14:36:35,867 - mmaction - INFO - Epoch [37][2440/3757] lr: 2.000e-03, eta: 4:51:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3575, loss: 1.3575 2020-06-25 14:36:41,839 - mmaction - INFO - Epoch [37][2460/3757] lr: 2.000e-03, eta: 4:51:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 1.0046, loss: 1.0046 2020-06-25 14:36:47,808 - mmaction - INFO - Epoch [37][2480/3757] lr: 2.000e-03, eta: 4:50:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3073, loss: 1.3073 2020-06-25 14:36:53,806 - mmaction - INFO - Epoch [37][2500/3757] lr: 2.000e-03, eta: 4:50:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2889, loss: 1.2889 2020-06-25 14:36:59,781 - mmaction - INFO - Epoch [37][2520/3757] lr: 2.000e-03, eta: 4:50:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2293, loss: 1.2293 2020-06-25 14:37:05,766 - mmaction - INFO - Epoch [37][2540/3757] lr: 2.000e-03, eta: 4:50:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3226, loss: 1.3226 2020-06-25 14:37:11,735 - mmaction - INFO - Epoch [37][2560/3757] lr: 2.000e-03, eta: 4:50:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2178, loss: 1.2178 2020-06-25 14:37:17,716 - mmaction - INFO - Epoch [37][2580/3757] lr: 2.000e-03, eta: 4:50:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1334, loss: 1.1334 2020-06-25 14:37:23,689 - mmaction - INFO - Epoch [37][2600/3757] lr: 2.000e-03, eta: 4:50:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.1639, loss: 1.1639 2020-06-25 14:37:29,667 - mmaction - INFO - Epoch [37][2620/3757] lr: 2.000e-03, eta: 4:50:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2228, loss: 1.2228 2020-06-25 14:37:35,644 - mmaction - INFO - Epoch [37][2640/3757] lr: 2.000e-03, eta: 4:49:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0318, loss: 1.0318 2020-06-25 14:37:41,635 - mmaction - INFO - Epoch [37][2660/3757] lr: 2.000e-03, eta: 4:49:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4403, loss: 1.4403 2020-06-25 14:37:47,642 - mmaction - INFO - Epoch [37][2680/3757] lr: 2.000e-03, eta: 4:49:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1392, loss: 1.1392 2020-06-25 14:37:53,626 - mmaction - INFO - Epoch [37][2700/3757] lr: 2.000e-03, eta: 4:49:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2851, loss: 1.2851 2020-06-25 14:37:59,603 - mmaction - INFO - Epoch [37][2720/3757] lr: 2.000e-03, eta: 4:49:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0999, loss: 1.0999 2020-06-25 14:38:05,587 - mmaction - INFO - Epoch [37][2740/3757] lr: 2.000e-03, eta: 4:49:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0221, loss: 1.0221 2020-06-25 14:38:11,572 - mmaction - INFO - Epoch [37][2760/3757] lr: 2.000e-03, eta: 4:49:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0551, loss: 1.0551 2020-06-25 14:38:17,561 - mmaction - INFO - Epoch [37][2780/3757] lr: 2.000e-03, eta: 4:49:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.3497, loss: 1.3497 2020-06-25 14:38:23,554 - mmaction - INFO - Epoch [37][2800/3757] lr: 2.000e-03, eta: 4:48:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0396, loss: 1.0396 2020-06-25 14:38:29,551 - mmaction - INFO - Epoch [37][2820/3757] lr: 2.000e-03, eta: 4:48:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0004, loss: 1.0004 2020-06-25 14:38:35,508 - mmaction - INFO - Epoch [37][2840/3757] lr: 2.000e-03, eta: 4:48:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2373, loss: 1.2373 2020-06-25 14:38:41,530 - mmaction - INFO - Epoch [37][2860/3757] lr: 2.000e-03, eta: 4:48:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0340, loss: 1.0340 2020-06-25 14:38:47,525 - mmaction - INFO - Epoch [37][2880/3757] lr: 2.000e-03, eta: 4:48:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2038, loss: 1.2038 2020-06-25 14:38:53,507 - mmaction - INFO - Epoch [37][2900/3757] lr: 2.000e-03, eta: 4:48:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1212, loss: 1.1212 2020-06-25 14:38:59,491 - mmaction - INFO - Epoch [37][2920/3757] lr: 2.000e-03, eta: 4:48:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1630, loss: 1.1630 2020-06-25 14:39:05,461 - mmaction - INFO - Epoch [37][2940/3757] lr: 2.000e-03, eta: 4:48:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8562, loss_cls: 1.4137, loss: 1.4137 2020-06-25 14:39:11,424 - mmaction - INFO - Epoch [37][2960/3757] lr: 2.000e-03, eta: 4:48:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3704, loss: 1.3704 2020-06-25 14:39:17,399 - mmaction - INFO - Epoch [37][2980/3757] lr: 2.000e-03, eta: 4:47:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1638, loss: 1.1638 2020-06-25 14:39:23,384 - mmaction - INFO - Epoch [37][3000/3757] lr: 2.000e-03, eta: 4:47:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2718, loss: 1.2718 2020-06-25 14:39:29,373 - mmaction - INFO - Epoch [37][3020/3757] lr: 2.000e-03, eta: 4:47:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1041, loss: 1.1041 2020-06-25 14:39:35,377 - mmaction - INFO - Epoch [37][3040/3757] lr: 2.000e-03, eta: 4:47:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1388, loss: 1.1388 2020-06-25 14:39:41,377 - mmaction - INFO - Epoch [37][3060/3757] lr: 2.000e-03, eta: 4:47:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1007, loss: 1.1007 2020-06-25 14:39:47,402 - mmaction - INFO - Epoch [37][3080/3757] lr: 2.000e-03, eta: 4:47:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.3334, loss: 1.3334 2020-06-25 14:39:53,358 - mmaction - INFO - Epoch [37][3100/3757] lr: 2.000e-03, eta: 4:47:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4214, loss: 1.4214 2020-06-25 14:39:59,336 - mmaction - INFO - Epoch [37][3120/3757] lr: 2.000e-03, eta: 4:47:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1909, loss: 1.1909 2020-06-25 14:40:05,314 - mmaction - INFO - Epoch [37][3140/3757] lr: 2.000e-03, eta: 4:46:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3395, loss: 1.3395 2020-06-25 14:40:11,311 - mmaction - INFO - Epoch [37][3160/3757] lr: 2.000e-03, eta: 4:46:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3959, loss: 1.3959 2020-06-25 14:40:17,300 - mmaction - INFO - Epoch [37][3180/3757] lr: 2.000e-03, eta: 4:46:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3341, loss: 1.3341 2020-06-25 14:40:23,275 - mmaction - INFO - Epoch [37][3200/3757] lr: 2.000e-03, eta: 4:46:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1532, loss: 1.1532 2020-06-25 14:40:29,256 - mmaction - INFO - Epoch [37][3220/3757] lr: 2.000e-03, eta: 4:46:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2130, loss: 1.2130 2020-06-25 14:40:35,268 - mmaction - INFO - Epoch [37][3240/3757] lr: 2.000e-03, eta: 4:46:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.8021, loss: 1.8021 2020-06-25 14:40:41,280 - mmaction - INFO - Epoch [37][3260/3757] lr: 2.000e-03, eta: 4:46:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3518, loss: 1.3518 2020-06-25 14:40:47,275 - mmaction - INFO - Epoch [37][3280/3757] lr: 2.000e-03, eta: 4:46:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3343, loss: 1.3343 2020-06-25 14:40:53,250 - mmaction - INFO - Epoch [37][3300/3757] lr: 2.000e-03, eta: 4:45:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1422, loss: 1.1422 2020-06-25 14:40:59,246 - mmaction - INFO - Epoch [37][3320/3757] lr: 2.000e-03, eta: 4:45:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3372, loss: 1.3372 2020-06-25 14:41:05,233 - mmaction - INFO - Epoch [37][3340/3757] lr: 2.000e-03, eta: 4:45:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1628, loss: 1.1628 2020-06-25 14:41:11,201 - mmaction - INFO - Epoch [37][3360/3757] lr: 2.000e-03, eta: 4:45:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2310, loss: 1.2310 2020-06-25 14:41:17,193 - mmaction - INFO - Epoch [37][3380/3757] lr: 2.000e-03, eta: 4:45:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.5810, loss: 1.5810 2020-06-25 14:41:23,187 - mmaction - INFO - Epoch [37][3400/3757] lr: 2.000e-03, eta: 4:45:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4213, loss: 1.4213 2020-06-25 14:41:29,162 - mmaction - INFO - Epoch [37][3420/3757] lr: 2.000e-03, eta: 4:45:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2180, loss: 1.2180 2020-06-25 14:41:35,128 - mmaction - INFO - Epoch [37][3440/3757] lr: 2.000e-03, eta: 4:45:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8125, loss_cls: 1.5117, loss: 1.5117 2020-06-25 14:41:41,119 - mmaction - INFO - Epoch [37][3460/3757] lr: 2.000e-03, eta: 4:44:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3475, loss: 1.3475 2020-06-25 14:41:47,075 - mmaction - INFO - Epoch [37][3480/3757] lr: 2.000e-03, eta: 4:44:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1995, loss: 1.1995 2020-06-25 14:41:53,055 - mmaction - INFO - Epoch [37][3500/3757] lr: 2.000e-03, eta: 4:44:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3015, loss: 1.3015 2020-06-25 14:41:59,040 - mmaction - INFO - Epoch [37][3520/3757] lr: 2.000e-03, eta: 4:44:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3565, loss: 1.3565 2020-06-25 14:42:04,989 - mmaction - INFO - Epoch [37][3540/3757] lr: 2.000e-03, eta: 4:44:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9062, loss_cls: 1.2334, loss: 1.2334 2020-06-25 14:42:10,947 - mmaction - INFO - Epoch [37][3560/3757] lr: 2.000e-03, eta: 4:44:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3728, loss: 1.3728 2020-06-25 14:42:16,945 - mmaction - INFO - Epoch [37][3580/3757] lr: 2.000e-03, eta: 4:44:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2135, loss: 1.2135 2020-06-25 14:42:22,948 - mmaction - INFO - Epoch [37][3600/3757] lr: 2.000e-03, eta: 4:44:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2792, loss: 1.2792 2020-06-25 14:42:28,980 - mmaction - INFO - Epoch [37][3620/3757] lr: 2.000e-03, eta: 4:43:59, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.2187, loss: 1.2187 2020-06-25 14:42:34,940 - mmaction - INFO - Epoch [37][3640/3757] lr: 2.000e-03, eta: 4:43:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1535, loss: 1.1535 2020-06-25 14:42:40,926 - mmaction - INFO - Epoch [37][3660/3757] lr: 2.000e-03, eta: 4:43:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1343, loss: 1.1343 2020-06-25 14:42:46,961 - mmaction - INFO - Epoch [37][3680/3757] lr: 2.000e-03, eta: 4:43:37, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.4298, loss: 1.4298 2020-06-25 14:42:52,938 - mmaction - INFO - Epoch [37][3700/3757] lr: 2.000e-03, eta: 4:43:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3722, loss: 1.3722 2020-06-25 14:42:58,924 - mmaction - INFO - Epoch [37][3720/3757] lr: 2.000e-03, eta: 4:43:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8063, loss_cls: 1.5460, loss: 1.5460 2020-06-25 14:43:04,926 - mmaction - INFO - Epoch [37][3740/3757] lr: 2.000e-03, eta: 4:43:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1685, loss: 1.1685 2020-06-25 14:45:52,186 - mmaction - INFO - Epoch [38][20/3757] lr: 2.000e-03, eta: 4:43:53, time: 7.830, data_time: 7.415, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.3373, loss: 1.3373 2020-06-25 14:45:58,244 - mmaction - INFO - Epoch [38][40/3757] lr: 2.000e-03, eta: 4:43:45, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.4132, loss: 1.4132 2020-06-25 14:46:04,234 - mmaction - INFO - Epoch [38][60/3757] lr: 2.000e-03, eta: 4:43:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1933, loss: 1.1933 2020-06-25 14:46:10,239 - mmaction - INFO - Epoch [38][80/3757] lr: 2.000e-03, eta: 4:43:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1348, loss: 1.1348 2020-06-25 14:46:16,213 - mmaction - INFO - Epoch [38][100/3757] lr: 2.000e-03, eta: 4:43:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1528, loss: 1.1528 2020-06-25 14:46:22,212 - mmaction - INFO - Epoch [38][120/3757] lr: 2.000e-03, eta: 4:43:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0849, loss: 1.0849 2020-06-25 14:46:28,173 - mmaction - INFO - Epoch [38][140/3757] lr: 2.000e-03, eta: 4:43:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1481, loss: 1.1481 2020-06-25 14:46:34,164 - mmaction - INFO - Epoch [38][160/3757] lr: 2.000e-03, eta: 4:43:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4303, loss: 1.4303 2020-06-25 14:46:40,165 - mmaction - INFO - Epoch [38][180/3757] lr: 2.000e-03, eta: 4:42:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3110, loss: 1.3110 2020-06-25 14:46:46,143 - mmaction - INFO - Epoch [38][200/3757] lr: 2.000e-03, eta: 4:42:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4452, loss: 1.4452 2020-06-25 14:46:52,130 - mmaction - INFO - Epoch [38][220/3757] lr: 2.000e-03, eta: 4:42:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.3978, loss: 1.3978 2020-06-25 14:46:58,099 - mmaction - INFO - Epoch [38][240/3757] lr: 2.000e-03, eta: 4:42:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2902, loss: 1.2902 2020-06-25 14:47:04,110 - mmaction - INFO - Epoch [38][260/3757] lr: 2.000e-03, eta: 4:42:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8812, loss_cls: 1.3594, loss: 1.3594 2020-06-25 14:47:10,100 - mmaction - INFO - Epoch [38][280/3757] lr: 2.000e-03, eta: 4:42:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.1749, loss: 1.1749 2020-06-25 14:47:16,079 - mmaction - INFO - Epoch [38][300/3757] lr: 2.000e-03, eta: 4:42:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1438, loss: 1.1438 2020-06-25 14:47:22,060 - mmaction - INFO - Epoch [38][320/3757] lr: 2.000e-03, eta: 4:42:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.4197, loss: 1.4197 2020-06-25 14:47:28,033 - mmaction - INFO - Epoch [38][340/3757] lr: 2.000e-03, eta: 4:41:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1947, loss: 1.1947 2020-06-25 14:47:34,016 - mmaction - INFO - Epoch [38][360/3757] lr: 2.000e-03, eta: 4:41:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2530, loss: 1.2530 2020-06-25 14:47:40,006 - mmaction - INFO - Epoch [38][380/3757] lr: 2.000e-03, eta: 4:41:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1291, loss: 1.1291 2020-06-25 14:47:45,972 - mmaction - INFO - Epoch [38][400/3757] lr: 2.000e-03, eta: 4:41:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3229, loss: 1.3229 2020-06-25 14:47:51,932 - mmaction - INFO - Epoch [38][420/3757] lr: 2.000e-03, eta: 4:41:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3263, loss: 1.3263 2020-06-25 14:47:57,906 - mmaction - INFO - Epoch [38][440/3757] lr: 2.000e-03, eta: 4:41:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9187, loss_cls: 1.1352, loss: 1.1352 2020-06-25 14:48:03,874 - mmaction - INFO - Epoch [38][460/3757] lr: 2.000e-03, eta: 4:41:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3032, loss: 1.3032 2020-06-25 14:48:09,842 - mmaction - INFO - Epoch [38][480/3757] lr: 2.000e-03, eta: 4:41:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4063, loss: 1.4063 2020-06-25 14:48:15,809 - mmaction - INFO - Epoch [38][500/3757] lr: 2.000e-03, eta: 4:40:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1606, loss: 1.1606 2020-06-25 14:48:21,779 - mmaction - INFO - Epoch [38][520/3757] lr: 2.000e-03, eta: 4:40:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3159, loss: 1.3159 2020-06-25 14:48:27,748 - mmaction - INFO - Epoch [38][540/3757] lr: 2.000e-03, eta: 4:40:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2464, loss: 1.2464 2020-06-25 14:48:33,706 - mmaction - INFO - Epoch [38][560/3757] lr: 2.000e-03, eta: 4:40:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0272, loss: 1.0272 2020-06-25 14:48:39,741 - mmaction - INFO - Epoch [38][580/3757] lr: 2.000e-03, eta: 4:40:28, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1250, loss: 1.1250 2020-06-25 14:48:45,698 - mmaction - INFO - Epoch [38][600/3757] lr: 2.000e-03, eta: 4:40:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.3651, loss: 1.3651 2020-06-25 14:48:51,640 - mmaction - INFO - Epoch [38][620/3757] lr: 2.000e-03, eta: 4:40:13, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9661, loss: 0.9661 2020-06-25 14:48:57,630 - mmaction - INFO - Epoch [38][640/3757] lr: 2.000e-03, eta: 4:40:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4107, loss: 1.4107 2020-06-25 14:49:03,592 - mmaction - INFO - Epoch [38][660/3757] lr: 2.000e-03, eta: 4:39:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.1287, loss: 1.1287 2020-06-25 14:49:09,582 - mmaction - INFO - Epoch [38][680/3757] lr: 2.000e-03, eta: 4:39:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1756, loss: 1.1756 2020-06-25 14:49:15,585 - mmaction - INFO - Epoch [38][700/3757] lr: 2.000e-03, eta: 4:39:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1317, loss: 1.1317 2020-06-25 14:49:21,577 - mmaction - INFO - Epoch [38][720/3757] lr: 2.000e-03, eta: 4:39:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8812, loss_cls: 1.2979, loss: 1.2979 2020-06-25 14:49:27,606 - mmaction - INFO - Epoch [38][740/3757] lr: 2.000e-03, eta: 4:39:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3535, loss: 1.3535 2020-06-25 14:49:33,583 - mmaction - INFO - Epoch [38][760/3757] lr: 2.000e-03, eta: 4:39:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.4285, loss: 1.4285 2020-06-25 14:49:39,579 - mmaction - INFO - Epoch [38][780/3757] lr: 2.000e-03, eta: 4:39:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9892, loss: 0.9892 2020-06-25 14:49:45,602 - mmaction - INFO - Epoch [38][800/3757] lr: 2.000e-03, eta: 4:39:07, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1251, loss: 1.1251 2020-06-25 14:49:51,552 - mmaction - INFO - Epoch [38][820/3757] lr: 2.000e-03, eta: 4:39:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1694, loss: 1.1694 2020-06-25 14:49:57,527 - mmaction - INFO - Epoch [38][840/3757] lr: 2.000e-03, eta: 4:38:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1143, loss: 1.1143 2020-06-25 14:50:03,539 - mmaction - INFO - Epoch [38][860/3757] lr: 2.000e-03, eta: 4:38:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.2924, loss: 1.2924 2020-06-25 14:50:09,525 - mmaction - INFO - Epoch [38][880/3757] lr: 2.000e-03, eta: 4:38:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1419, loss: 1.1419 2020-06-25 14:50:15,500 - mmaction - INFO - Epoch [38][900/3757] lr: 2.000e-03, eta: 4:38:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1716, loss: 1.1716 2020-06-25 14:50:21,503 - mmaction - INFO - Epoch [38][920/3757] lr: 2.000e-03, eta: 4:38:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2781, loss: 1.2781 2020-06-25 14:50:27,485 - mmaction - INFO - Epoch [38][940/3757] lr: 2.000e-03, eta: 4:38:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2681, loss: 1.2681 2020-06-25 14:50:33,494 - mmaction - INFO - Epoch [38][960/3757] lr: 2.000e-03, eta: 4:38:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3814, loss: 1.3814 2020-06-25 14:50:39,491 - mmaction - INFO - Epoch [38][980/3757] lr: 2.000e-03, eta: 4:38:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9514, loss: 0.9514 2020-06-25 14:50:45,454 - mmaction - INFO - Epoch [38][1000/3757] lr: 2.000e-03, eta: 4:37:54, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0856, loss: 1.0856 2020-06-25 14:50:51,454 - mmaction - INFO - Epoch [38][1020/3757] lr: 2.000e-03, eta: 4:37:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2616, loss: 1.2616 2020-06-25 14:50:57,432 - mmaction - INFO - Epoch [38][1040/3757] lr: 2.000e-03, eta: 4:37:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.9450, loss: 0.9450 2020-06-25 14:51:03,432 - mmaction - INFO - Epoch [38][1060/3757] lr: 2.000e-03, eta: 4:37:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3466, loss: 1.3466 2020-06-25 14:51:09,412 - mmaction - INFO - Epoch [38][1080/3757] lr: 2.000e-03, eta: 4:37:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2319, loss: 1.2319 2020-06-25 14:51:15,459 - mmaction - INFO - Epoch [38][1100/3757] lr: 2.000e-03, eta: 4:37:18, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.1979, loss: 1.1979 2020-06-25 14:51:21,455 - mmaction - INFO - Epoch [38][1120/3757] lr: 2.000e-03, eta: 4:37:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3923, loss: 1.3923 2020-06-25 14:51:27,452 - mmaction - INFO - Epoch [38][1140/3757] lr: 2.000e-03, eta: 4:37:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1527, loss: 1.1527 2020-06-25 14:51:33,425 - mmaction - INFO - Epoch [38][1160/3757] lr: 2.000e-03, eta: 4:36:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2009, loss: 1.2009 2020-06-25 14:51:39,419 - mmaction - INFO - Epoch [38][1180/3757] lr: 2.000e-03, eta: 4:36:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2725, loss: 1.2725 2020-06-25 14:51:45,403 - mmaction - INFO - Epoch [38][1200/3757] lr: 2.000e-03, eta: 4:36:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9393, loss: 0.9393 2020-06-25 14:51:51,393 - mmaction - INFO - Epoch [38][1220/3757] lr: 2.000e-03, eta: 4:36:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0888, loss: 1.0888 2020-06-25 14:51:57,382 - mmaction - INFO - Epoch [38][1240/3757] lr: 2.000e-03, eta: 4:36:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1159, loss: 1.1159 2020-06-25 14:52:05,376 - mmaction - INFO - Epoch [38][1260/3757] lr: 2.000e-03, eta: 4:36:20, time: 0.400, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2761, loss: 1.2761 2020-06-25 14:52:11,371 - mmaction - INFO - Epoch [38][1280/3757] lr: 2.000e-03, eta: 4:36:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2272, loss: 1.2272 2020-06-25 14:52:17,399 - mmaction - INFO - Epoch [38][1300/3757] lr: 2.000e-03, eta: 4:36:05, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.2058, loss: 1.2058 2020-06-25 14:52:23,355 - mmaction - INFO - Epoch [38][1320/3757] lr: 2.000e-03, eta: 4:35:58, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2557, loss: 1.2557 2020-06-25 14:52:29,341 - mmaction - INFO - Epoch [38][1340/3757] lr: 2.000e-03, eta: 4:35:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1192, loss: 1.1192 2020-06-25 14:52:35,346 - mmaction - INFO - Epoch [38][1360/3757] lr: 2.000e-03, eta: 4:35:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0939, loss: 1.0939 2020-06-25 14:52:41,341 - mmaction - INFO - Epoch [38][1380/3757] lr: 2.000e-03, eta: 4:35:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2495, loss: 1.2495 2020-06-25 14:52:47,346 - mmaction - INFO - Epoch [38][1400/3757] lr: 2.000e-03, eta: 4:35:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.0933, loss: 1.0933 2020-06-25 14:52:53,350 - mmaction - INFO - Epoch [38][1420/3757] lr: 2.000e-03, eta: 4:35:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.1764, loss: 1.1764 2020-06-25 14:52:59,327 - mmaction - INFO - Epoch [38][1440/3757] lr: 2.000e-03, eta: 4:35:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.1669, loss: 1.1669 2020-06-25 14:53:05,303 - mmaction - INFO - Epoch [38][1460/3757] lr: 2.000e-03, eta: 4:35:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3072, loss: 1.3072 2020-06-25 14:53:11,297 - mmaction - INFO - Epoch [38][1480/3757] lr: 2.000e-03, eta: 4:34:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2828, loss: 1.2828 2020-06-25 14:53:17,313 - mmaction - INFO - Epoch [38][1500/3757] lr: 2.000e-03, eta: 4:34:52, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1844, loss: 1.1844 2020-06-25 14:53:23,280 - mmaction - INFO - Epoch [38][1520/3757] lr: 2.000e-03, eta: 4:34:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2477, loss: 1.2477 2020-06-25 14:53:29,314 - mmaction - INFO - Epoch [38][1540/3757] lr: 2.000e-03, eta: 4:34:38, time: 0.301, data_time: 0.004, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0585, loss: 1.0585 2020-06-25 14:53:35,293 - mmaction - INFO - Epoch [38][1560/3757] lr: 2.000e-03, eta: 4:34:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2317, loss: 1.2317 2020-06-25 14:53:41,311 - mmaction - INFO - Epoch [38][1580/3757] lr: 2.000e-03, eta: 4:34:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4782, loss: 1.4782 2020-06-25 14:53:47,329 - mmaction - INFO - Epoch [38][1600/3757] lr: 2.000e-03, eta: 4:34:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1776, loss: 1.1776 2020-06-25 14:53:53,325 - mmaction - INFO - Epoch [38][1620/3757] lr: 2.000e-03, eta: 4:34:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0528, loss: 1.0528 2020-06-25 14:53:59,312 - mmaction - INFO - Epoch [38][1640/3757] lr: 2.000e-03, eta: 4:34:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4453, loss: 1.4453 2020-06-25 14:54:05,293 - mmaction - INFO - Epoch [38][1660/3757] lr: 2.000e-03, eta: 4:33:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2096, loss: 1.2096 2020-06-25 14:54:11,287 - mmaction - INFO - Epoch [38][1680/3757] lr: 2.000e-03, eta: 4:33:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2591, loss: 1.2591 2020-06-25 14:54:17,255 - mmaction - INFO - Epoch [38][1700/3757] lr: 2.000e-03, eta: 4:33:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0094, loss: 1.0094 2020-06-25 14:54:23,209 - mmaction - INFO - Epoch [38][1720/3757] lr: 2.000e-03, eta: 4:33:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4055, loss: 1.4055 2020-06-25 14:54:29,220 - mmaction - INFO - Epoch [38][1740/3757] lr: 2.000e-03, eta: 4:33:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2736, loss: 1.2736 2020-06-25 14:54:35,195 - mmaction - INFO - Epoch [38][1760/3757] lr: 2.000e-03, eta: 4:33:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2278, loss: 1.2278 2020-06-25 14:54:41,182 - mmaction - INFO - Epoch [38][1780/3757] lr: 2.000e-03, eta: 4:33:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1303, loss: 1.1303 2020-06-25 14:54:47,162 - mmaction - INFO - Epoch [38][1800/3757] lr: 2.000e-03, eta: 4:33:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.2951, loss: 1.2951 2020-06-25 14:54:53,176 - mmaction - INFO - Epoch [38][1820/3757] lr: 2.000e-03, eta: 4:32:55, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.3132, loss: 1.3132 2020-06-25 14:54:59,159 - mmaction - INFO - Epoch [38][1840/3757] lr: 2.000e-03, eta: 4:32:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0319, loss: 1.0319 2020-06-25 14:55:05,720 - mmaction - INFO - Epoch [38][1860/3757] lr: 2.000e-03, eta: 4:32:41, time: 0.327, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2696, loss: 1.2696 2020-06-25 14:55:11,714 - mmaction - INFO - Epoch [38][1880/3757] lr: 2.000e-03, eta: 4:32:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3203, loss: 1.3203 2020-06-25 14:55:17,702 - mmaction - INFO - Epoch [38][1900/3757] lr: 2.000e-03, eta: 4:32:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.2738, loss: 1.2738 2020-06-25 14:55:23,702 - mmaction - INFO - Epoch [38][1920/3757] lr: 2.000e-03, eta: 4:32:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8562, loss_cls: 1.5860, loss: 1.5860 2020-06-25 14:55:29,673 - mmaction - INFO - Epoch [38][1940/3757] lr: 2.000e-03, eta: 4:32:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1863, loss: 1.1863 2020-06-25 14:55:35,655 - mmaction - INFO - Epoch [38][1960/3757] lr: 2.000e-03, eta: 4:32:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1616, loss: 1.1616 2020-06-25 14:55:41,638 - mmaction - INFO - Epoch [38][1980/3757] lr: 2.000e-03, eta: 4:31:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.3156, loss: 1.3156 2020-06-25 14:55:47,599 - mmaction - INFO - Epoch [38][2000/3757] lr: 2.000e-03, eta: 4:31:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2263, loss: 1.2263 2020-06-25 14:55:53,587 - mmaction - INFO - Epoch [38][2020/3757] lr: 2.000e-03, eta: 4:31:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923 2020-06-25 14:55:59,563 - mmaction - INFO - Epoch [38][2040/3757] lr: 2.000e-03, eta: 4:31:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3301, loss: 1.3301 2020-06-25 14:56:05,569 - mmaction - INFO - Epoch [38][2060/3757] lr: 2.000e-03, eta: 4:31:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.2566, loss: 1.2566 2020-06-25 14:56:11,527 - mmaction - INFO - Epoch [38][2080/3757] lr: 2.000e-03, eta: 4:31:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2563, loss: 1.2563 2020-06-25 14:56:17,513 - mmaction - INFO - Epoch [38][2100/3757] lr: 2.000e-03, eta: 4:31:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1997, loss: 1.1997 2020-06-25 14:56:23,491 - mmaction - INFO - Epoch [38][2120/3757] lr: 2.000e-03, eta: 4:31:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1938, loss: 1.1938 2020-06-25 14:56:29,482 - mmaction - INFO - Epoch [38][2140/3757] lr: 2.000e-03, eta: 4:30:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2313, loss: 1.2313 2020-06-25 14:56:35,472 - mmaction - INFO - Epoch [38][2160/3757] lr: 2.000e-03, eta: 4:30:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3086, loss: 1.3086 2020-06-25 14:56:41,465 - mmaction - INFO - Epoch [38][2180/3757] lr: 2.000e-03, eta: 4:30:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.4477, loss: 1.4477 2020-06-25 14:56:47,435 - mmaction - INFO - Epoch [38][2200/3757] lr: 2.000e-03, eta: 4:30:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4341, loss: 1.4341 2020-06-25 14:56:53,429 - mmaction - INFO - Epoch [38][2220/3757] lr: 2.000e-03, eta: 4:30:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1442, loss: 1.1442 2020-06-25 14:56:59,419 - mmaction - INFO - Epoch [38][2240/3757] lr: 2.000e-03, eta: 4:30:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.1357, loss: 1.1357 2020-06-25 14:57:05,388 - mmaction - INFO - Epoch [38][2260/3757] lr: 2.000e-03, eta: 4:30:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1288, loss: 1.1288 2020-06-25 14:57:11,385 - mmaction - INFO - Epoch [38][2280/3757] lr: 2.000e-03, eta: 4:30:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2284, loss: 1.2284 2020-06-25 14:57:17,350 - mmaction - INFO - Epoch [38][2300/3757] lr: 2.000e-03, eta: 4:30:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4092, loss: 1.4092 2020-06-25 14:57:23,359 - mmaction - INFO - Epoch [38][2320/3757] lr: 2.000e-03, eta: 4:29:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.3098, loss: 1.3098 2020-06-25 14:57:29,366 - mmaction - INFO - Epoch [38][2340/3757] lr: 2.000e-03, eta: 4:29:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9652, loss: 0.9652 2020-06-25 14:57:35,358 - mmaction - INFO - Epoch [38][2360/3757] lr: 2.000e-03, eta: 4:29:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0441, loss: 1.0441 2020-06-25 14:57:41,358 - mmaction - INFO - Epoch [38][2380/3757] lr: 2.000e-03, eta: 4:29:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0546, loss: 1.0546 2020-06-25 14:57:47,337 - mmaction - INFO - Epoch [38][2400/3757] lr: 2.000e-03, eta: 4:29:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1807, loss: 1.1807 2020-06-25 14:57:53,316 - mmaction - INFO - Epoch [38][2420/3757] lr: 2.000e-03, eta: 4:29:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1059, loss: 1.1059 2020-06-25 14:57:59,299 - mmaction - INFO - Epoch [38][2440/3757] lr: 2.000e-03, eta: 4:29:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.5387, loss: 1.5387 2020-06-25 14:58:05,265 - mmaction - INFO - Epoch [38][2460/3757] lr: 2.000e-03, eta: 4:29:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1880, loss: 1.1880 2020-06-25 14:58:11,250 - mmaction - INFO - Epoch [38][2480/3757] lr: 2.000e-03, eta: 4:28:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.2526, loss: 1.2526 2020-06-25 14:58:17,248 - mmaction - INFO - Epoch [38][2500/3757] lr: 2.000e-03, eta: 4:28:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1831, loss: 1.1831 2020-06-25 14:58:23,224 - mmaction - INFO - Epoch [38][2520/3757] lr: 2.000e-03, eta: 4:28:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1369, loss: 1.1369 2020-06-25 14:58:29,215 - mmaction - INFO - Epoch [38][2540/3757] lr: 2.000e-03, eta: 4:28:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2790, loss: 1.2790 2020-06-25 14:58:35,218 - mmaction - INFO - Epoch [38][2560/3757] lr: 2.000e-03, eta: 4:28:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1053, loss: 1.1053 2020-06-25 14:58:41,172 - mmaction - INFO - Epoch [38][2580/3757] lr: 2.000e-03, eta: 4:28:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2022, loss: 1.2022 2020-06-25 14:58:47,165 - mmaction - INFO - Epoch [38][2600/3757] lr: 2.000e-03, eta: 4:28:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1793, loss: 1.1793 2020-06-25 14:58:53,177 - mmaction - INFO - Epoch [38][2620/3757] lr: 2.000e-03, eta: 4:28:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3114, loss: 1.3114 2020-06-25 14:58:59,149 - mmaction - INFO - Epoch [38][2640/3757] lr: 2.000e-03, eta: 4:27:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1094, loss: 1.1094 2020-06-25 14:59:05,133 - mmaction - INFO - Epoch [38][2660/3757] lr: 2.000e-03, eta: 4:27:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5081, loss: 1.5081 2020-06-25 14:59:11,106 - mmaction - INFO - Epoch [38][2680/3757] lr: 2.000e-03, eta: 4:27:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0327, loss: 1.0327 2020-06-25 14:59:17,087 - mmaction - INFO - Epoch [38][2700/3757] lr: 2.000e-03, eta: 4:27:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1051, loss: 1.1051 2020-06-25 14:59:23,062 - mmaction - INFO - Epoch [38][2720/3757] lr: 2.000e-03, eta: 4:27:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2045, loss: 1.2045 2020-06-25 14:59:29,069 - mmaction - INFO - Epoch [38][2740/3757] lr: 2.000e-03, eta: 4:27:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4076, loss: 1.4076 2020-06-25 14:59:35,042 - mmaction - INFO - Epoch [38][2760/3757] lr: 2.000e-03, eta: 4:27:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2310, loss: 1.2310 2020-06-25 14:59:41,038 - mmaction - INFO - Epoch [38][2780/3757] lr: 2.000e-03, eta: 4:27:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1940, loss: 1.1940 2020-06-25 14:59:47,042 - mmaction - INFO - Epoch [38][2800/3757] lr: 2.000e-03, eta: 4:26:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2384, loss: 1.2384 2020-06-25 14:59:53,009 - mmaction - INFO - Epoch [38][2820/3757] lr: 2.000e-03, eta: 4:26:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.2015, loss: 1.2015 2020-06-25 14:59:59,020 - mmaction - INFO - Epoch [38][2840/3757] lr: 2.000e-03, eta: 4:26:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.3014, loss: 1.3014 2020-06-25 15:00:07,482 - mmaction - INFO - Epoch [38][2860/3757] lr: 2.000e-03, eta: 4:26:38, time: 0.423, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2270, loss: 1.2270 2020-06-25 15:00:13,453 - mmaction - INFO - Epoch [38][2880/3757] lr: 2.000e-03, eta: 4:26:30, time: 0.299, data_time: 0.002, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3540, loss: 1.3540 2020-06-25 15:00:19,475 - mmaction - INFO - Epoch [38][2900/3757] lr: 2.000e-03, eta: 4:26:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9313, loss_cls: 1.0889, loss: 1.0889 2020-06-25 15:00:25,463 - mmaction - INFO - Epoch [38][2920/3757] lr: 2.000e-03, eta: 4:26:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4636, loss: 1.4636 2020-06-25 15:00:31,437 - mmaction - INFO - Epoch [38][2940/3757] lr: 2.000e-03, eta: 4:26:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2285, loss: 1.2285 2020-06-25 15:00:37,422 - mmaction - INFO - Epoch [38][2960/3757] lr: 2.000e-03, eta: 4:26:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1800, loss: 1.1800 2020-06-25 15:00:43,411 - mmaction - INFO - Epoch [38][2980/3757] lr: 2.000e-03, eta: 4:25:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.3478, loss: 1.3478 2020-06-25 15:00:49,375 - mmaction - INFO - Epoch [38][3000/3757] lr: 2.000e-03, eta: 4:25:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2987, loss: 1.2987 2020-06-25 15:00:55,372 - mmaction - INFO - Epoch [38][3020/3757] lr: 2.000e-03, eta: 4:25:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3734, loss: 1.3734 2020-06-25 15:01:01,382 - mmaction - INFO - Epoch [38][3040/3757] lr: 2.000e-03, eta: 4:25:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2483, loss: 1.2483 2020-06-25 15:01:07,348 - mmaction - INFO - Epoch [38][3060/3757] lr: 2.000e-03, eta: 4:25:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0170, loss: 1.0170 2020-06-25 15:01:13,347 - mmaction - INFO - Epoch [38][3080/3757] lr: 2.000e-03, eta: 4:25:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2732, loss: 1.2732 2020-06-25 15:01:19,319 - mmaction - INFO - Epoch [38][3100/3757] lr: 2.000e-03, eta: 4:25:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3772, loss: 1.3772 2020-06-25 15:01:25,328 - mmaction - INFO - Epoch [38][3120/3757] lr: 2.000e-03, eta: 4:25:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2116, loss: 1.2116 2020-06-25 15:01:31,321 - mmaction - INFO - Epoch [38][3140/3757] lr: 2.000e-03, eta: 4:24:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.4093, loss: 1.4093 2020-06-25 15:01:37,328 - mmaction - INFO - Epoch [38][3160/3757] lr: 2.000e-03, eta: 4:24:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1822, loss: 1.1822 2020-06-25 15:01:43,303 - mmaction - INFO - Epoch [38][3180/3757] lr: 2.000e-03, eta: 4:24:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1140, loss: 1.1140 2020-06-25 15:01:49,285 - mmaction - INFO - Epoch [38][3200/3757] lr: 2.000e-03, eta: 4:24:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0677, loss: 1.0677 2020-06-25 15:01:55,280 - mmaction - INFO - Epoch [38][3220/3757] lr: 2.000e-03, eta: 4:24:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5070, loss: 1.5070 2020-06-25 15:02:01,271 - mmaction - INFO - Epoch [38][3240/3757] lr: 2.000e-03, eta: 4:24:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3143, loss: 1.3143 2020-06-25 15:02:07,261 - mmaction - INFO - Epoch [38][3260/3757] lr: 2.000e-03, eta: 4:24:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3711, loss: 1.3711 2020-06-25 15:02:13,220 - mmaction - INFO - Epoch [38][3280/3757] lr: 2.000e-03, eta: 4:24:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2076, loss: 1.2076 2020-06-25 15:02:19,211 - mmaction - INFO - Epoch [38][3300/3757] lr: 2.000e-03, eta: 4:23:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2836, loss: 1.2836 2020-06-25 15:02:25,190 - mmaction - INFO - Epoch [38][3320/3757] lr: 2.000e-03, eta: 4:23:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1199, loss: 1.1199 2020-06-25 15:02:31,170 - mmaction - INFO - Epoch [38][3340/3757] lr: 2.000e-03, eta: 4:23:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4559, loss: 1.4559 2020-06-25 15:02:37,150 - mmaction - INFO - Epoch [38][3360/3757] lr: 2.000e-03, eta: 4:23:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0534, loss: 1.0534 2020-06-25 15:02:43,124 - mmaction - INFO - Epoch [38][3380/3757] lr: 2.000e-03, eta: 4:23:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1306, loss: 1.1306 2020-06-25 15:02:49,109 - mmaction - INFO - Epoch [38][3400/3757] lr: 2.000e-03, eta: 4:23:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9898, loss: 0.9898 2020-06-25 15:02:55,079 - mmaction - INFO - Epoch [38][3420/3757] lr: 2.000e-03, eta: 4:23:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8875, loss_cls: 1.4369, loss: 1.4369 2020-06-25 15:03:01,056 - mmaction - INFO - Epoch [38][3440/3757] lr: 2.000e-03, eta: 4:23:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3377, loss: 1.3377 2020-06-25 15:03:07,031 - mmaction - INFO - Epoch [38][3460/3757] lr: 2.000e-03, eta: 4:23:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3135, loss: 1.3135 2020-06-25 15:03:13,024 - mmaction - INFO - Epoch [38][3480/3757] lr: 2.000e-03, eta: 4:22:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0641, loss: 1.0641 2020-06-25 15:03:18,998 - mmaction - INFO - Epoch [38][3500/3757] lr: 2.000e-03, eta: 4:22:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.4282, loss: 1.4282 2020-06-25 15:03:24,983 - mmaction - INFO - Epoch [38][3520/3757] lr: 2.000e-03, eta: 4:22:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9041, loss: 0.9041 2020-06-25 15:03:30,955 - mmaction - INFO - Epoch [38][3540/3757] lr: 2.000e-03, eta: 4:22:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.2727, loss: 1.2727 2020-06-25 15:03:36,925 - mmaction - INFO - Epoch [38][3560/3757] lr: 2.000e-03, eta: 4:22:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9281, loss: 0.9281 2020-06-25 15:03:42,886 - mmaction - INFO - Epoch [38][3580/3757] lr: 2.000e-03, eta: 4:22:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2316, loss: 1.2316 2020-06-25 15:03:48,868 - mmaction - INFO - Epoch [38][3600/3757] lr: 2.000e-03, eta: 4:22:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7568, loss: 1.7568 2020-06-25 15:03:54,879 - mmaction - INFO - Epoch [38][3620/3757] lr: 2.000e-03, eta: 4:22:02, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3031, loss: 1.3031 2020-06-25 15:04:00,919 - mmaction - INFO - Epoch [38][3640/3757] lr: 2.000e-03, eta: 4:21:54, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2504, loss: 1.2504 2020-06-25 15:04:06,958 - mmaction - INFO - Epoch [38][3660/3757] lr: 2.000e-03, eta: 4:21:47, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3496, loss: 1.3496 2020-06-25 15:04:12,940 - mmaction - INFO - Epoch [38][3680/3757] lr: 2.000e-03, eta: 4:21:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2051, loss: 1.2051 2020-06-25 15:04:18,904 - mmaction - INFO - Epoch [38][3700/3757] lr: 2.000e-03, eta: 4:21:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2040, loss: 1.2040 2020-06-25 15:04:24,879 - mmaction - INFO - Epoch [38][3720/3757] lr: 2.000e-03, eta: 4:21:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1874, loss: 1.1874 2020-06-25 15:04:30,871 - mmaction - INFO - Epoch [38][3740/3757] lr: 2.000e-03, eta: 4:21:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2747, loss: 1.2747 2020-06-25 15:06:56,506 - mmaction - INFO - Epoch [39][20/3757] lr: 2.000e-03, eta: 4:21:44, time: 6.746, data_time: 6.360, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.8194, loss: 0.8194 2020-06-25 15:07:02,531 - mmaction - INFO - Epoch [39][40/3757] lr: 2.000e-03, eta: 4:21:36, time: 0.302, data_time: 0.004, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2552, loss: 1.2552 2020-06-25 15:07:08,540 - mmaction - INFO - Epoch [39][60/3757] lr: 2.000e-03, eta: 4:21:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3022, loss: 1.3022 2020-06-25 15:07:14,517 - mmaction - INFO - Epoch [39][80/3757] lr: 2.000e-03, eta: 4:21:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.1600, loss: 1.1600 2020-06-25 15:07:20,550 - mmaction - INFO - Epoch [39][100/3757] lr: 2.000e-03, eta: 4:21:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4053, loss: 1.4053 2020-06-25 15:07:26,544 - mmaction - INFO - Epoch [39][120/3757] lr: 2.000e-03, eta: 4:21:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3050, loss: 1.3050 2020-06-25 15:07:32,538 - mmaction - INFO - Epoch [39][140/3757] lr: 2.000e-03, eta: 4:21:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1393, loss: 1.1393 2020-06-25 15:07:38,514 - mmaction - INFO - Epoch [39][160/3757] lr: 2.000e-03, eta: 4:20:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2170, loss: 1.2170 2020-06-25 15:07:44,500 - mmaction - INFO - Epoch [39][180/3757] lr: 2.000e-03, eta: 4:20:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2308, loss: 1.2308 2020-06-25 15:07:50,483 - mmaction - INFO - Epoch [39][200/3757] lr: 2.000e-03, eta: 4:20:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3548, loss: 1.3548 2020-06-25 15:07:56,447 - mmaction - INFO - Epoch [39][220/3757] lr: 2.000e-03, eta: 4:20:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572 2020-06-25 15:08:02,408 - mmaction - INFO - Epoch [39][240/3757] lr: 2.000e-03, eta: 4:20:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6042, loss: 1.6042 2020-06-25 15:08:08,417 - mmaction - INFO - Epoch [39][260/3757] lr: 2.000e-03, eta: 4:20:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2155, loss: 1.2155 2020-06-25 15:08:14,419 - mmaction - INFO - Epoch [39][280/3757] lr: 2.000e-03, eta: 4:20:09, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3313, loss: 1.3313 2020-06-25 15:08:20,408 - mmaction - INFO - Epoch [39][300/3757] lr: 2.000e-03, eta: 4:20:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1356, loss: 1.1356 2020-06-25 15:08:26,411 - mmaction - INFO - Epoch [39][320/3757] lr: 2.000e-03, eta: 4:19:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1350, loss: 1.1350 2020-06-25 15:08:32,399 - mmaction - INFO - Epoch [39][340/3757] lr: 2.000e-03, eta: 4:19:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.0394, loss: 1.0394 2020-06-25 15:08:38,374 - mmaction - INFO - Epoch [39][360/3757] lr: 2.000e-03, eta: 4:19:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3957, loss: 1.3957 2020-06-25 15:08:44,351 - mmaction - INFO - Epoch [39][380/3757] lr: 2.000e-03, eta: 4:19:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1450, loss: 1.1450 2020-06-25 15:08:50,343 - mmaction - INFO - Epoch [39][400/3757] lr: 2.000e-03, eta: 4:19:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3009, loss: 1.3009 2020-06-25 15:08:56,306 - mmaction - INFO - Epoch [39][420/3757] lr: 2.000e-03, eta: 4:19:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2876, loss: 1.2876 2020-06-25 15:09:02,273 - mmaction - INFO - Epoch [39][440/3757] lr: 2.000e-03, eta: 4:19:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 1.0673, loss: 1.0673 2020-06-25 15:09:08,265 - mmaction - INFO - Epoch [39][460/3757] lr: 2.000e-03, eta: 4:19:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9751, loss: 0.9751 2020-06-25 15:09:14,291 - mmaction - INFO - Epoch [39][480/3757] lr: 2.000e-03, eta: 4:18:56, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.3932, loss: 1.3932 2020-06-25 15:09:20,262 - mmaction - INFO - Epoch [39][500/3757] lr: 2.000e-03, eta: 4:18:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1177, loss: 1.1177 2020-06-25 15:09:26,242 - mmaction - INFO - Epoch [39][520/3757] lr: 2.000e-03, eta: 4:18:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3181, loss: 1.3181 2020-06-25 15:09:32,208 - mmaction - INFO - Epoch [39][540/3757] lr: 2.000e-03, eta: 4:18:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9729, loss: 0.9729 2020-06-25 15:09:38,211 - mmaction - INFO - Epoch [39][560/3757] lr: 2.000e-03, eta: 4:18:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9437, loss_cls: 0.9407, loss: 0.9407 2020-06-25 15:09:44,172 - mmaction - INFO - Epoch [39][580/3757] lr: 2.000e-03, eta: 4:18:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.3786, loss: 1.3786 2020-06-25 15:09:50,167 - mmaction - INFO - Epoch [39][600/3757] lr: 2.000e-03, eta: 4:18:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2838, loss: 1.2838 2020-06-25 15:09:56,145 - mmaction - INFO - Epoch [39][620/3757] lr: 2.000e-03, eta: 4:18:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3352, loss: 1.3352 2020-06-25 15:10:02,336 - mmaction - INFO - Epoch [39][640/3757] lr: 2.000e-03, eta: 4:17:58, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0705, loss: 1.0705 2020-06-25 15:10:08,333 - mmaction - INFO - Epoch [39][660/3757] lr: 2.000e-03, eta: 4:17:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.3797, loss: 1.3797 2020-06-25 15:10:14,344 - mmaction - INFO - Epoch [39][680/3757] lr: 2.000e-03, eta: 4:17:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1944, loss: 1.1944 2020-06-25 15:10:20,327 - mmaction - INFO - Epoch [39][700/3757] lr: 2.000e-03, eta: 4:17:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.2922, loss: 1.2922 2020-06-25 15:10:26,300 - mmaction - INFO - Epoch [39][720/3757] lr: 2.000e-03, eta: 4:17:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0219, loss: 1.0219 2020-06-25 15:10:32,258 - mmaction - INFO - Epoch [39][740/3757] lr: 2.000e-03, eta: 4:17:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4366, loss: 1.4366 2020-06-25 15:10:38,252 - mmaction - INFO - Epoch [39][760/3757] lr: 2.000e-03, eta: 4:17:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2030, loss: 1.2030 2020-06-25 15:10:44,218 - mmaction - INFO - Epoch [39][780/3757] lr: 2.000e-03, eta: 4:17:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0076, loss: 1.0076 2020-06-25 15:10:50,208 - mmaction - INFO - Epoch [39][800/3757] lr: 2.000e-03, eta: 4:17:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.3942, loss: 1.3942 2020-06-25 15:10:56,180 - mmaction - INFO - Epoch [39][820/3757] lr: 2.000e-03, eta: 4:16:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2044, loss: 1.2044 2020-06-25 15:11:02,148 - mmaction - INFO - Epoch [39][840/3757] lr: 2.000e-03, eta: 4:16:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4292, loss: 1.4292 2020-06-25 15:11:08,140 - mmaction - INFO - Epoch [39][860/3757] lr: 2.000e-03, eta: 4:16:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1982, loss: 1.1982 2020-06-25 15:11:14,150 - mmaction - INFO - Epoch [39][880/3757] lr: 2.000e-03, eta: 4:16:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.3912, loss: 1.3912 2020-06-25 15:11:20,131 - mmaction - INFO - Epoch [39][900/3757] lr: 2.000e-03, eta: 4:16:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9500, loss_cls: 0.9799, loss: 0.9799 2020-06-25 15:11:26,136 - mmaction - INFO - Epoch [39][920/3757] lr: 2.000e-03, eta: 4:16:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2700, loss: 1.2700 2020-06-25 15:11:32,095 - mmaction - INFO - Epoch [39][940/3757] lr: 2.000e-03, eta: 4:16:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1760, loss: 1.1760 2020-06-25 15:11:38,068 - mmaction - INFO - Epoch [39][960/3757] lr: 2.000e-03, eta: 4:16:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0395, loss: 1.0395 2020-06-25 15:11:44,079 - mmaction - INFO - Epoch [39][980/3757] lr: 2.000e-03, eta: 4:15:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3168, loss: 1.3168 2020-06-25 15:11:50,067 - mmaction - INFO - Epoch [39][1000/3757] lr: 2.000e-03, eta: 4:15:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2465, loss: 1.2465 2020-06-25 15:11:56,034 - mmaction - INFO - Epoch [39][1020/3757] lr: 2.000e-03, eta: 4:15:40, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1514, loss: 1.1514 2020-06-25 15:12:02,028 - mmaction - INFO - Epoch [39][1040/3757] lr: 2.000e-03, eta: 4:15:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3656, loss: 1.3656 2020-06-25 15:12:08,024 - mmaction - INFO - Epoch [39][1060/3757] lr: 2.000e-03, eta: 4:15:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1589, loss: 1.1589 2020-06-25 15:12:14,028 - mmaction - INFO - Epoch [39][1080/3757] lr: 2.000e-03, eta: 4:15:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3225, loss: 1.3225 2020-06-25 15:12:19,982 - mmaction - INFO - Epoch [39][1100/3757] lr: 2.000e-03, eta: 4:15:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0958, loss: 1.0958 2020-06-25 15:12:25,951 - mmaction - INFO - Epoch [39][1120/3757] lr: 2.000e-03, eta: 4:15:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3895, loss: 1.3895 2020-06-25 15:12:31,953 - mmaction - INFO - Epoch [39][1140/3757] lr: 2.000e-03, eta: 4:14:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3090, loss: 1.3090 2020-06-25 15:12:37,928 - mmaction - INFO - Epoch [39][1160/3757] lr: 2.000e-03, eta: 4:14:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2688, loss: 1.2688 2020-06-25 15:12:43,899 - mmaction - INFO - Epoch [39][1180/3757] lr: 2.000e-03, eta: 4:14:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0708, loss: 1.0708 2020-06-25 15:12:49,906 - mmaction - INFO - Epoch [39][1200/3757] lr: 2.000e-03, eta: 4:14:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1151, loss: 1.1151 2020-06-25 15:12:55,891 - mmaction - INFO - Epoch [39][1220/3757] lr: 2.000e-03, eta: 4:14:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2606, loss: 1.2606 2020-06-25 15:13:01,862 - mmaction - INFO - Epoch [39][1240/3757] lr: 2.000e-03, eta: 4:14:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2922, loss: 1.2922 2020-06-25 15:13:08,488 - mmaction - INFO - Epoch [39][1260/3757] lr: 2.000e-03, eta: 4:14:13, time: 0.331, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2191, loss: 1.2191 2020-06-25 15:13:14,488 - mmaction - INFO - Epoch [39][1280/3757] lr: 2.000e-03, eta: 4:14:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3556, loss: 1.3556 2020-06-25 15:13:20,474 - mmaction - INFO - Epoch [39][1300/3757] lr: 2.000e-03, eta: 4:13:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2822, loss: 1.2822 2020-06-25 15:13:26,466 - mmaction - INFO - Epoch [39][1320/3757] lr: 2.000e-03, eta: 4:13:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1581, loss: 1.1581 2020-06-25 15:13:32,459 - mmaction - INFO - Epoch [39][1340/3757] lr: 2.000e-03, eta: 4:13:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1164, loss: 1.1164 2020-06-25 15:13:38,421 - mmaction - INFO - Epoch [39][1360/3757] lr: 2.000e-03, eta: 4:13:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2647, loss: 1.2647 2020-06-25 15:13:44,410 - mmaction - INFO - Epoch [39][1380/3757] lr: 2.000e-03, eta: 4:13:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2354, loss: 1.2354 2020-06-25 15:13:50,409 - mmaction - INFO - Epoch [39][1400/3757] lr: 2.000e-03, eta: 4:13:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1321, loss: 1.1321 2020-06-25 15:13:56,374 - mmaction - INFO - Epoch [39][1420/3757] lr: 2.000e-03, eta: 4:13:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1034, loss: 1.1034 2020-06-25 15:14:02,345 - mmaction - INFO - Epoch [39][1440/3757] lr: 2.000e-03, eta: 4:13:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2159, loss: 1.2159 2020-06-25 15:14:08,340 - mmaction - INFO - Epoch [39][1460/3757] lr: 2.000e-03, eta: 4:13:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.0358, loss: 1.0358 2020-06-25 15:14:14,326 - mmaction - INFO - Epoch [39][1480/3757] lr: 2.000e-03, eta: 4:12:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2618, loss: 1.2618 2020-06-25 15:14:20,321 - mmaction - INFO - Epoch [39][1500/3757] lr: 2.000e-03, eta: 4:12:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2649, loss: 1.2649 2020-06-25 15:14:26,344 - mmaction - INFO - Epoch [39][1520/3757] lr: 2.000e-03, eta: 4:12:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4187, loss: 1.4187 2020-06-25 15:14:32,336 - mmaction - INFO - Epoch [39][1540/3757] lr: 2.000e-03, eta: 4:12:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.3411, loss: 1.3411 2020-06-25 15:14:38,341 - mmaction - INFO - Epoch [39][1560/3757] lr: 2.000e-03, eta: 4:12:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3815, loss: 1.3815 2020-06-25 15:14:44,350 - mmaction - INFO - Epoch [39][1580/3757] lr: 2.000e-03, eta: 4:12:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.2840, loss: 1.2840 2020-06-25 15:14:50,316 - mmaction - INFO - Epoch [39][1600/3757] lr: 2.000e-03, eta: 4:12:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0696, loss: 1.0696 2020-06-25 15:14:56,319 - mmaction - INFO - Epoch [39][1620/3757] lr: 2.000e-03, eta: 4:12:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2136, loss: 1.2136 2020-06-25 15:15:02,841 - mmaction - INFO - Epoch [39][1640/3757] lr: 2.000e-03, eta: 4:11:56, time: 0.325, data_time: 0.004, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3512, loss: 1.3512 2020-06-25 15:15:08,834 - mmaction - INFO - Epoch [39][1660/3757] lr: 2.000e-03, eta: 4:11:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9493, loss: 0.9493 2020-06-25 15:15:14,825 - mmaction - INFO - Epoch [39][1680/3757] lr: 2.000e-03, eta: 4:11:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.1284, loss: 1.1284 2020-06-25 15:15:20,827 - mmaction - INFO - Epoch [39][1700/3757] lr: 2.000e-03, eta: 4:11:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2148, loss: 1.2148 2020-06-25 15:15:26,841 - mmaction - INFO - Epoch [39][1720/3757] lr: 2.000e-03, eta: 4:11:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1161, loss: 1.1161 2020-06-25 15:15:32,850 - mmaction - INFO - Epoch [39][1740/3757] lr: 2.000e-03, eta: 4:11:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3205, loss: 1.3205 2020-06-25 15:15:38,821 - mmaction - INFO - Epoch [39][1760/3757] lr: 2.000e-03, eta: 4:11:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1689, loss: 1.1689 2020-06-25 15:15:44,830 - mmaction - INFO - Epoch [39][1780/3757] lr: 2.000e-03, eta: 4:11:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2343, loss: 1.2343 2020-06-25 15:15:50,814 - mmaction - INFO - Epoch [39][1800/3757] lr: 2.000e-03, eta: 4:10:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1992, loss: 1.1992 2020-06-25 15:15:56,813 - mmaction - INFO - Epoch [39][1820/3757] lr: 2.000e-03, eta: 4:10:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2275, loss: 1.2275 2020-06-25 15:16:02,802 - mmaction - INFO - Epoch [39][1840/3757] lr: 2.000e-03, eta: 4:10:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2618, loss: 1.2618 2020-06-25 15:16:08,787 - mmaction - INFO - Epoch [39][1860/3757] lr: 2.000e-03, eta: 4:10:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1841, loss: 1.1841 2020-06-25 15:16:15,794 - mmaction - INFO - Epoch [39][1880/3757] lr: 2.000e-03, eta: 4:10:29, time: 0.350, data_time: 0.012, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4152, loss: 1.4152 2020-06-25 15:16:21,746 - mmaction - INFO - Epoch [39][1900/3757] lr: 2.000e-03, eta: 4:10:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0341, loss: 1.0341 2020-06-25 15:16:27,714 - mmaction - INFO - Epoch [39][1920/3757] lr: 2.000e-03, eta: 4:10:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2271, loss: 1.2271 2020-06-25 15:16:33,719 - mmaction - INFO - Epoch [39][1940/3757] lr: 2.000e-03, eta: 4:10:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9982, loss: 0.9982 2020-06-25 15:16:39,720 - mmaction - INFO - Epoch [39][1960/3757] lr: 2.000e-03, eta: 4:10:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2217, loss: 1.2217 2020-06-25 15:16:45,711 - mmaction - INFO - Epoch [39][1980/3757] lr: 2.000e-03, eta: 4:09:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4375, loss: 1.4375 2020-06-25 15:16:51,678 - mmaction - INFO - Epoch [39][2000/3757] lr: 2.000e-03, eta: 4:09:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2940, loss: 1.2940 2020-06-25 15:16:57,670 - mmaction - INFO - Epoch [39][2020/3757] lr: 2.000e-03, eta: 4:09:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1033, loss: 1.1033 2020-06-25 15:17:03,699 - mmaction - INFO - Epoch [39][2040/3757] lr: 2.000e-03, eta: 4:09:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0943, loss: 1.0943 2020-06-25 15:17:09,699 - mmaction - INFO - Epoch [39][2060/3757] lr: 2.000e-03, eta: 4:09:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3949, loss: 1.3949 2020-06-25 15:17:15,712 - mmaction - INFO - Epoch [39][2080/3757] lr: 2.000e-03, eta: 4:09:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2749, loss: 1.2749 2020-06-25 15:17:21,703 - mmaction - INFO - Epoch [39][2100/3757] lr: 2.000e-03, eta: 4:09:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2732, loss: 1.2732 2020-06-25 15:17:27,685 - mmaction - INFO - Epoch [39][2120/3757] lr: 2.000e-03, eta: 4:09:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3768, loss: 1.3768 2020-06-25 15:17:33,662 - mmaction - INFO - Epoch [39][2140/3757] lr: 2.000e-03, eta: 4:08:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0123, loss: 1.0123 2020-06-25 15:17:39,655 - mmaction - INFO - Epoch [39][2160/3757] lr: 2.000e-03, eta: 4:08:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.4068, loss: 1.4068 2020-06-25 15:17:45,640 - mmaction - INFO - Epoch [39][2180/3757] lr: 2.000e-03, eta: 4:08:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2770, loss: 1.2770 2020-06-25 15:17:51,602 - mmaction - INFO - Epoch [39][2200/3757] lr: 2.000e-03, eta: 4:08:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1513, loss: 1.1513 2020-06-25 15:17:57,580 - mmaction - INFO - Epoch [39][2220/3757] lr: 2.000e-03, eta: 4:08:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2197, loss: 1.2197 2020-06-25 15:18:03,545 - mmaction - INFO - Epoch [39][2240/3757] lr: 2.000e-03, eta: 4:08:19, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2083, loss: 1.2083 2020-06-25 15:18:09,553 - mmaction - INFO - Epoch [39][2260/3757] lr: 2.000e-03, eta: 4:08:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4731, loss: 1.4731 2020-06-25 15:18:15,553 - mmaction - INFO - Epoch [39][2280/3757] lr: 2.000e-03, eta: 4:08:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1150, loss: 1.1150 2020-06-25 15:18:21,533 - mmaction - INFO - Epoch [39][2300/3757] lr: 2.000e-03, eta: 4:07:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2999, loss: 1.2999 2020-06-25 15:18:27,496 - mmaction - INFO - Epoch [39][2320/3757] lr: 2.000e-03, eta: 4:07:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3718, loss: 1.3718 2020-06-25 15:18:33,467 - mmaction - INFO - Epoch [39][2340/3757] lr: 2.000e-03, eta: 4:07:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1663, loss: 1.1663 2020-06-25 15:18:39,461 - mmaction - INFO - Epoch [39][2360/3757] lr: 2.000e-03, eta: 4:07:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1718, loss: 1.1718 2020-06-25 15:18:45,429 - mmaction - INFO - Epoch [39][2380/3757] lr: 2.000e-03, eta: 4:07:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1921, loss: 1.1921 2020-06-25 15:18:51,433 - mmaction - INFO - Epoch [39][2400/3757] lr: 2.000e-03, eta: 4:07:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1264, loss: 1.1264 2020-06-25 15:18:57,403 - mmaction - INFO - Epoch [39][2420/3757] lr: 2.000e-03, eta: 4:07:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4990, loss: 1.4990 2020-06-25 15:19:03,380 - mmaction - INFO - Epoch [39][2440/3757] lr: 2.000e-03, eta: 4:07:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2604, loss: 1.2604 2020-06-25 15:19:09,370 - mmaction - INFO - Epoch [39][2460/3757] lr: 2.000e-03, eta: 4:06:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9563, loss_cls: 1.0387, loss: 1.0387 2020-06-25 15:19:15,352 - mmaction - INFO - Epoch [39][2480/3757] lr: 2.000e-03, eta: 4:06:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.9968, loss: 0.9968 2020-06-25 15:19:21,350 - mmaction - INFO - Epoch [39][2500/3757] lr: 2.000e-03, eta: 4:06:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1790, loss: 1.1790 2020-06-25 15:19:27,316 - mmaction - INFO - Epoch [39][2520/3757] lr: 2.000e-03, eta: 4:06:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2420, loss: 1.2420 2020-06-25 15:19:33,288 - mmaction - INFO - Epoch [39][2540/3757] lr: 2.000e-03, eta: 4:06:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2466, loss: 1.2466 2020-06-25 15:19:39,281 - mmaction - INFO - Epoch [39][2560/3757] lr: 2.000e-03, eta: 4:06:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2042, loss: 1.2042 2020-06-25 15:19:45,271 - mmaction - INFO - Epoch [39][2580/3757] lr: 2.000e-03, eta: 4:06:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2572, loss: 1.2572 2020-06-25 15:19:51,228 - mmaction - INFO - Epoch [39][2600/3757] lr: 2.000e-03, eta: 4:06:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4342, loss: 1.4342 2020-06-25 15:19:57,213 - mmaction - INFO - Epoch [39][2620/3757] lr: 2.000e-03, eta: 4:06:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2590, loss: 1.2590 2020-06-25 15:20:03,205 - mmaction - INFO - Epoch [39][2640/3757] lr: 2.000e-03, eta: 4:05:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2471, loss: 1.2471 2020-06-25 15:20:09,200 - mmaction - INFO - Epoch [39][2660/3757] lr: 2.000e-03, eta: 4:05:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3742, loss: 1.3742 2020-06-25 15:20:15,156 - mmaction - INFO - Epoch [39][2680/3757] lr: 2.000e-03, eta: 4:05:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.3316, loss: 1.3316 2020-06-25 15:20:21,133 - mmaction - INFO - Epoch [39][2700/3757] lr: 2.000e-03, eta: 4:05:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3222, loss: 1.3222 2020-06-25 15:20:27,102 - mmaction - INFO - Epoch [39][2720/3757] lr: 2.000e-03, eta: 4:05:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0935, loss: 1.0935 2020-06-25 15:20:33,094 - mmaction - INFO - Epoch [39][2740/3757] lr: 2.000e-03, eta: 4:05:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2637, loss: 1.2637 2020-06-25 15:20:39,067 - mmaction - INFO - Epoch [39][2760/3757] lr: 2.000e-03, eta: 4:05:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0304, loss: 1.0304 2020-06-25 15:20:45,029 - mmaction - INFO - Epoch [39][2780/3757] lr: 2.000e-03, eta: 4:05:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2715, loss: 1.2715 2020-06-25 15:20:51,010 - mmaction - INFO - Epoch [39][2800/3757] lr: 2.000e-03, eta: 4:04:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1924, loss: 1.1924 2020-06-25 15:20:57,005 - mmaction - INFO - Epoch [39][2820/3757] lr: 2.000e-03, eta: 4:04:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1532, loss: 1.1532 2020-06-25 15:21:03,020 - mmaction - INFO - Epoch [39][2840/3757] lr: 2.000e-03, eta: 4:04:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1296, loss: 1.1296 2020-06-25 15:21:09,041 - mmaction - INFO - Epoch [39][2860/3757] lr: 2.000e-03, eta: 4:04:34, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1592, loss: 1.1592 2020-06-25 15:21:15,032 - mmaction - INFO - Epoch [39][2880/3757] lr: 2.000e-03, eta: 4:04:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0229, loss: 1.0229 2020-06-25 15:21:21,009 - mmaction - INFO - Epoch [39][2900/3757] lr: 2.000e-03, eta: 4:04:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.5243, loss: 1.5243 2020-06-25 15:21:26,965 - mmaction - INFO - Epoch [39][2920/3757] lr: 2.000e-03, eta: 4:04:13, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1787, loss: 1.1787 2020-06-25 15:21:32,942 - mmaction - INFO - Epoch [39][2940/3757] lr: 2.000e-03, eta: 4:04:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2218, loss: 1.2218 2020-06-25 15:21:38,896 - mmaction - INFO - Epoch [39][2960/3757] lr: 2.000e-03, eta: 4:03:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5587, loss: 1.5587 2020-06-25 15:21:44,901 - mmaction - INFO - Epoch [39][2980/3757] lr: 2.000e-03, eta: 4:03:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2036, loss: 1.2036 2020-06-25 15:21:50,878 - mmaction - INFO - Epoch [39][3000/3757] lr: 2.000e-03, eta: 4:03:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2554, loss: 1.2554 2020-06-25 15:21:56,849 - mmaction - INFO - Epoch [39][3020/3757] lr: 2.000e-03, eta: 4:03:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6250, loss: 1.6250 2020-06-25 15:22:02,810 - mmaction - INFO - Epoch [39][3040/3757] lr: 2.000e-03, eta: 4:03:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.4920, loss: 1.4920 2020-06-25 15:22:08,796 - mmaction - INFO - Epoch [39][3060/3757] lr: 2.000e-03, eta: 4:03:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1498, loss: 1.1498 2020-06-25 15:22:14,797 - mmaction - INFO - Epoch [39][3080/3757] lr: 2.000e-03, eta: 4:03:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3695, loss: 1.3695 2020-06-25 15:22:20,782 - mmaction - INFO - Epoch [39][3100/3757] lr: 2.000e-03, eta: 4:03:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0836, loss: 1.0836 2020-06-25 15:22:26,769 - mmaction - INFO - Epoch [39][3120/3757] lr: 2.000e-03, eta: 4:03:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.5603, loss: 1.5603 2020-06-25 15:22:32,753 - mmaction - INFO - Epoch [39][3140/3757] lr: 2.000e-03, eta: 4:02:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1595, loss: 1.1595 2020-06-25 15:22:38,727 - mmaction - INFO - Epoch [39][3160/3757] lr: 2.000e-03, eta: 4:02:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.4067, loss: 1.4067 2020-06-25 15:22:44,703 - mmaction - INFO - Epoch [39][3180/3757] lr: 2.000e-03, eta: 4:02:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1558, loss: 1.1558 2020-06-25 15:22:50,719 - mmaction - INFO - Epoch [39][3200/3757] lr: 2.000e-03, eta: 4:02:31, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.1356, loss: 1.1356 2020-06-25 15:22:56,696 - mmaction - INFO - Epoch [39][3220/3757] lr: 2.000e-03, eta: 4:02:24, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1410, loss: 1.1410 2020-06-25 15:23:02,708 - mmaction - INFO - Epoch [39][3240/3757] lr: 2.000e-03, eta: 4:02:17, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2301, loss: 1.2301 2020-06-25 15:23:08,689 - mmaction - INFO - Epoch [39][3260/3757] lr: 2.000e-03, eta: 4:02:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9187, loss_cls: 1.1320, loss: 1.1320 2020-06-25 15:23:14,705 - mmaction - INFO - Epoch [39][3280/3757] lr: 2.000e-03, eta: 4:02:02, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3577, loss: 1.3577 2020-06-25 15:23:20,692 - mmaction - INFO - Epoch [39][3300/3757] lr: 2.000e-03, eta: 4:01:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1734, loss: 1.1734 2020-06-25 15:23:26,679 - mmaction - INFO - Epoch [39][3320/3757] lr: 2.000e-03, eta: 4:01:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3526, loss: 1.3526 2020-06-25 15:23:32,671 - mmaction - INFO - Epoch [39][3340/3757] lr: 2.000e-03, eta: 4:01:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0436, loss: 1.0436 2020-06-25 15:23:38,644 - mmaction - INFO - Epoch [39][3360/3757] lr: 2.000e-03, eta: 4:01:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1053, loss: 1.1053 2020-06-25 15:23:44,635 - mmaction - INFO - Epoch [39][3380/3757] lr: 2.000e-03, eta: 4:01:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1606, loss: 1.1606 2020-06-25 15:23:50,622 - mmaction - INFO - Epoch [39][3400/3757] lr: 2.000e-03, eta: 4:01:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2779, loss: 1.2779 2020-06-25 15:23:56,608 - mmaction - INFO - Epoch [39][3420/3757] lr: 2.000e-03, eta: 4:01:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8688, loss_cls: 1.4295, loss: 1.4295 2020-06-25 15:24:02,584 - mmaction - INFO - Epoch [39][3440/3757] lr: 2.000e-03, eta: 4:01:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1509, loss: 1.1509 2020-06-25 15:24:08,561 - mmaction - INFO - Epoch [39][3460/3757] lr: 2.000e-03, eta: 4:00:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0710, loss: 1.0710 2020-06-25 15:24:14,541 - mmaction - INFO - Epoch [39][3480/3757] lr: 2.000e-03, eta: 4:00:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2192, loss: 1.2192 2020-06-25 15:24:20,545 - mmaction - INFO - Epoch [39][3500/3757] lr: 2.000e-03, eta: 4:00:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1324, loss: 1.1324 2020-06-25 15:24:26,543 - mmaction - INFO - Epoch [39][3520/3757] lr: 2.000e-03, eta: 4:00:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2310, loss: 1.2310 2020-06-25 15:24:32,538 - mmaction - INFO - Epoch [39][3540/3757] lr: 2.000e-03, eta: 4:00:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4244, loss: 1.4244 2020-06-25 15:24:38,516 - mmaction - INFO - Epoch [39][3560/3757] lr: 2.000e-03, eta: 4:00:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1321, loss: 1.1321 2020-06-25 15:24:44,543 - mmaction - INFO - Epoch [39][3580/3757] lr: 2.000e-03, eta: 4:00:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3347, loss: 1.3347 2020-06-25 15:24:50,529 - mmaction - INFO - Epoch [39][3600/3757] lr: 2.000e-03, eta: 4:00:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.0859, loss: 1.0859 2020-06-25 15:24:56,487 - mmaction - INFO - Epoch [39][3620/3757] lr: 2.000e-03, eta: 4:00:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3150, loss: 1.3150 2020-06-25 15:25:02,480 - mmaction - INFO - Epoch [39][3640/3757] lr: 2.000e-03, eta: 3:59:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2523, loss: 1.2523 2020-06-25 15:25:08,485 - mmaction - INFO - Epoch [39][3660/3757] lr: 2.000e-03, eta: 3:59:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2723, loss: 1.2723 2020-06-25 15:25:14,447 - mmaction - INFO - Epoch [39][3680/3757] lr: 2.000e-03, eta: 3:59:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1833, loss: 1.1833 2020-06-25 15:25:20,456 - mmaction - INFO - Epoch [39][3700/3757] lr: 2.000e-03, eta: 3:59:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2341, loss: 1.2341 2020-06-25 15:25:26,446 - mmaction - INFO - Epoch [39][3720/3757] lr: 2.000e-03, eta: 3:59:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.2275, loss: 1.2275 2020-06-25 15:25:32,435 - mmaction - INFO - Epoch [39][3740/3757] lr: 2.000e-03, eta: 3:59:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2031, loss: 1.2031 2020-06-25 15:28:27,904 - mmaction - INFO - Epoch [40][20/3757] lr: 2.000e-03, eta: 3:59:46, time: 8.236, data_time: 7.791, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.1960, loss: 1.1960 2020-06-25 15:28:33,960 - mmaction - INFO - Epoch [40][40/3757] lr: 2.000e-03, eta: 3:59:39, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2680, loss: 1.2680 2020-06-25 15:28:39,937 - mmaction - INFO - Epoch [40][60/3757] lr: 2.000e-03, eta: 3:59:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0264, loss: 1.0264 2020-06-25 15:28:45,944 - mmaction - INFO - Epoch [40][80/3757] lr: 2.000e-03, eta: 3:59:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2308, loss: 1.2308 2020-06-25 15:28:51,944 - mmaction - INFO - Epoch [40][100/3757] lr: 2.000e-03, eta: 3:59:17, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.3341, loss: 1.3341 2020-06-25 15:28:57,938 - mmaction - INFO - Epoch [40][120/3757] lr: 2.000e-03, eta: 3:59:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3172, loss: 1.3172 2020-06-25 15:29:03,921 - mmaction - INFO - Epoch [40][140/3757] lr: 2.000e-03, eta: 3:59:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2562, loss: 1.2562 2020-06-25 15:29:09,917 - mmaction - INFO - Epoch [40][160/3757] lr: 2.000e-03, eta: 3:58:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1650, loss: 1.1650 2020-06-25 15:29:15,910 - mmaction - INFO - Epoch [40][180/3757] lr: 2.000e-03, eta: 3:58:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8187, loss_cls: 1.3731, loss: 1.3731 2020-06-25 15:29:21,915 - mmaction - INFO - Epoch [40][200/3757] lr: 2.000e-03, eta: 3:58:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0859, loss: 1.0859 2020-06-25 15:29:27,889 - mmaction - INFO - Epoch [40][220/3757] lr: 2.000e-03, eta: 3:58:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0484, loss: 1.0484 2020-06-25 15:29:33,860 - mmaction - INFO - Epoch [40][240/3757] lr: 2.000e-03, eta: 3:58:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1323, loss: 1.1323 2020-06-25 15:29:39,833 - mmaction - INFO - Epoch [40][260/3757] lr: 2.000e-03, eta: 3:58:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2130, loss: 1.2130 2020-06-25 15:29:45,833 - mmaction - INFO - Epoch [40][280/3757] lr: 2.000e-03, eta: 3:58:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.9220, loss: 0.9220 2020-06-25 15:29:51,836 - mmaction - INFO - Epoch [40][300/3757] lr: 2.000e-03, eta: 3:58:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.8654, loss: 0.8654 2020-06-25 15:29:57,834 - mmaction - INFO - Epoch [40][320/3757] lr: 2.000e-03, eta: 3:57:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2220, loss: 1.2220 2020-06-25 15:30:03,872 - mmaction - INFO - Epoch [40][340/3757] lr: 2.000e-03, eta: 3:57:51, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.4913, loss: 1.4913 2020-06-25 15:30:09,865 - mmaction - INFO - Epoch [40][360/3757] lr: 2.000e-03, eta: 3:57:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0829, loss: 1.0829 2020-06-25 15:30:15,847 - mmaction - INFO - Epoch [40][380/3757] lr: 2.000e-03, eta: 3:57:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2127, loss: 1.2127 2020-06-25 15:30:21,845 - mmaction - INFO - Epoch [40][400/3757] lr: 2.000e-03, eta: 3:57:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1736, loss: 1.1736 2020-06-25 15:30:27,855 - mmaction - INFO - Epoch [40][420/3757] lr: 2.000e-03, eta: 3:57:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2134, loss: 1.2134 2020-06-25 15:30:33,834 - mmaction - INFO - Epoch [40][440/3757] lr: 2.000e-03, eta: 3:57:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1779, loss: 1.1779 2020-06-25 15:30:39,814 - mmaction - INFO - Epoch [40][460/3757] lr: 2.000e-03, eta: 3:57:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.4769, loss: 1.4769 2020-06-25 15:30:45,792 - mmaction - INFO - Epoch [40][480/3757] lr: 2.000e-03, eta: 3:57:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1015, loss: 1.1015 2020-06-25 15:30:51,785 - mmaction - INFO - Epoch [40][500/3757] lr: 2.000e-03, eta: 3:56:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2060, loss: 1.2060 2020-06-25 15:30:57,777 - mmaction - INFO - Epoch [40][520/3757] lr: 2.000e-03, eta: 3:56:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0579, loss: 1.0579 2020-06-25 15:31:03,751 - mmaction - INFO - Epoch [40][540/3757] lr: 2.000e-03, eta: 3:56:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1037, loss: 1.1037 2020-06-25 15:31:09,732 - mmaction - INFO - Epoch [40][560/3757] lr: 2.000e-03, eta: 3:56:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1490, loss: 1.1490 2020-06-25 15:31:15,715 - mmaction - INFO - Epoch [40][580/3757] lr: 2.000e-03, eta: 3:56:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.0955, loss: 1.0955 2020-06-25 15:31:21,708 - mmaction - INFO - Epoch [40][600/3757] lr: 2.000e-03, eta: 3:56:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1613, loss: 1.1613 2020-06-25 15:31:27,697 - mmaction - INFO - Epoch [40][620/3757] lr: 2.000e-03, eta: 3:56:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1100, loss: 1.1100 2020-06-25 15:31:33,663 - mmaction - INFO - Epoch [40][640/3757] lr: 2.000e-03, eta: 3:56:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.1602, loss: 1.1602 2020-06-25 15:31:39,649 - mmaction - INFO - Epoch [40][660/3757] lr: 2.000e-03, eta: 3:55:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1895, loss: 1.1895 2020-06-25 15:31:45,612 - mmaction - INFO - Epoch [40][680/3757] lr: 2.000e-03, eta: 3:55:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0993, loss: 1.0993 2020-06-25 15:31:51,596 - mmaction - INFO - Epoch [40][700/3757] lr: 2.000e-03, eta: 3:55:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2615, loss: 1.2615 2020-06-25 15:31:57,581 - mmaction - INFO - Epoch [40][720/3757] lr: 2.000e-03, eta: 3:55:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2449, loss: 1.2449 2020-06-25 15:32:03,569 - mmaction - INFO - Epoch [40][740/3757] lr: 2.000e-03, eta: 3:55:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.3469, loss: 1.3469 2020-06-25 15:32:09,559 - mmaction - INFO - Epoch [40][760/3757] lr: 2.000e-03, eta: 3:55:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0742, loss: 1.0742 2020-06-25 15:32:15,543 - mmaction - INFO - Epoch [40][780/3757] lr: 2.000e-03, eta: 3:55:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2726, loss: 1.2726 2020-06-25 15:32:21,520 - mmaction - INFO - Epoch [40][800/3757] lr: 2.000e-03, eta: 3:55:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1660, loss: 1.1660 2020-06-25 15:32:27,546 - mmaction - INFO - Epoch [40][820/3757] lr: 2.000e-03, eta: 3:54:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.2888, loss: 1.2888 2020-06-25 15:32:33,518 - mmaction - INFO - Epoch [40][840/3757] lr: 2.000e-03, eta: 3:54:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2130, loss: 1.2130 2020-06-25 15:32:39,520 - mmaction - INFO - Epoch [40][860/3757] lr: 2.000e-03, eta: 3:54:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1921, loss: 1.1921 2020-06-25 15:32:45,495 - mmaction - INFO - Epoch [40][880/3757] lr: 2.000e-03, eta: 3:54:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2215, loss: 1.2215 2020-06-25 15:32:51,494 - mmaction - INFO - Epoch [40][900/3757] lr: 2.000e-03, eta: 3:54:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1783, loss: 1.1783 2020-06-25 15:32:57,508 - mmaction - INFO - Epoch [40][920/3757] lr: 2.000e-03, eta: 3:54:21, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2504, loss: 1.2504 2020-06-25 15:33:03,479 - mmaction - INFO - Epoch [40][940/3757] lr: 2.000e-03, eta: 3:54:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4704, loss: 1.4704 2020-06-25 15:33:09,470 - mmaction - INFO - Epoch [40][960/3757] lr: 2.000e-03, eta: 3:54:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3430, loss: 1.3430 2020-06-25 15:33:15,429 - mmaction - INFO - Epoch [40][980/3757] lr: 2.000e-03, eta: 3:53:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0851, loss: 1.0851 2020-06-25 15:33:21,416 - mmaction - INFO - Epoch [40][1000/3757] lr: 2.000e-03, eta: 3:53:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3093, loss: 1.3093 2020-06-25 15:33:27,435 - mmaction - INFO - Epoch [40][1020/3757] lr: 2.000e-03, eta: 3:53:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2512, loss: 1.2512 2020-06-25 15:33:33,407 - mmaction - INFO - Epoch [40][1040/3757] lr: 2.000e-03, eta: 3:53:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2627, loss: 1.2627 2020-06-25 15:33:39,395 - mmaction - INFO - Epoch [40][1060/3757] lr: 2.000e-03, eta: 3:53:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3387, loss: 1.3387 2020-06-25 15:33:45,383 - mmaction - INFO - Epoch [40][1080/3757] lr: 2.000e-03, eta: 3:53:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0127, loss: 1.0127 2020-06-25 15:33:51,366 - mmaction - INFO - Epoch [40][1100/3757] lr: 2.000e-03, eta: 3:53:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1889, loss: 1.1889 2020-06-25 15:33:57,364 - mmaction - INFO - Epoch [40][1120/3757] lr: 2.000e-03, eta: 3:53:09, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0609, loss: 1.0609 2020-06-25 15:34:03,345 - mmaction - INFO - Epoch [40][1140/3757] lr: 2.000e-03, eta: 3:53:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1410, loss: 1.1410 2020-06-25 15:34:09,331 - mmaction - INFO - Epoch [40][1160/3757] lr: 2.000e-03, eta: 3:52:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2601, loss: 1.2601 2020-06-25 15:34:15,316 - mmaction - INFO - Epoch [40][1180/3757] lr: 2.000e-03, eta: 3:52:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0846, loss: 1.0846 2020-06-25 15:34:21,305 - mmaction - INFO - Epoch [40][1200/3757] lr: 2.000e-03, eta: 3:52:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3795, loss: 1.3795 2020-06-25 15:34:27,299 - mmaction - INFO - Epoch [40][1220/3757] lr: 2.000e-03, eta: 3:52:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1025, loss: 1.1025 2020-06-25 15:34:33,310 - mmaction - INFO - Epoch [40][1240/3757] lr: 2.000e-03, eta: 3:52:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2758, loss: 1.2758 2020-06-25 15:34:40,094 - mmaction - INFO - Epoch [40][1260/3757] lr: 2.000e-03, eta: 3:52:18, time: 0.339, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2210, loss: 1.2210 2020-06-25 15:34:46,085 - mmaction - INFO - Epoch [40][1280/3757] lr: 2.000e-03, eta: 3:52:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135 2020-06-25 15:34:52,080 - mmaction - INFO - Epoch [40][1300/3757] lr: 2.000e-03, eta: 3:52:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1575, loss: 1.1575 2020-06-25 15:34:58,034 - mmaction - INFO - Epoch [40][1320/3757] lr: 2.000e-03, eta: 3:51:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1027, loss: 1.1027 2020-06-25 15:35:04,103 - mmaction - INFO - Epoch [40][1340/3757] lr: 2.000e-03, eta: 3:51:49, time: 0.304, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4920, loss: 1.4920 2020-06-25 15:35:10,135 - mmaction - INFO - Epoch [40][1360/3757] lr: 2.000e-03, eta: 3:51:42, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3068, loss: 1.3068 2020-06-25 15:35:16,094 - mmaction - INFO - Epoch [40][1380/3757] lr: 2.000e-03, eta: 3:51:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2347, loss: 1.2347 2020-06-25 15:35:22,065 - mmaction - INFO - Epoch [40][1400/3757] lr: 2.000e-03, eta: 3:51:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9500, loss_cls: 1.0354, loss: 1.0354 2020-06-25 15:35:28,065 - mmaction - INFO - Epoch [40][1420/3757] lr: 2.000e-03, eta: 3:51:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3776, loss: 1.3776 2020-06-25 15:35:34,061 - mmaction - INFO - Epoch [40][1440/3757] lr: 2.000e-03, eta: 3:51:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1523, loss: 1.1523 2020-06-25 15:35:40,425 - mmaction - INFO - Epoch [40][1460/3757] lr: 2.000e-03, eta: 3:51:06, time: 0.318, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4421, loss: 1.4421 2020-06-25 15:35:46,431 - mmaction - INFO - Epoch [40][1480/3757] lr: 2.000e-03, eta: 3:50:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0754, loss: 1.0754 2020-06-25 15:35:52,434 - mmaction - INFO - Epoch [40][1500/3757] lr: 2.000e-03, eta: 3:50:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0328, loss: 1.0328 2020-06-25 15:35:58,413 - mmaction - INFO - Epoch [40][1520/3757] lr: 2.000e-03, eta: 3:50:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1675, loss: 1.1675 2020-06-25 15:36:04,410 - mmaction - INFO - Epoch [40][1540/3757] lr: 2.000e-03, eta: 3:50:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3665, loss: 1.3665 2020-06-25 15:36:10,403 - mmaction - INFO - Epoch [40][1560/3757] lr: 2.000e-03, eta: 3:50:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1939, loss: 1.1939 2020-06-25 15:36:16,383 - mmaction - INFO - Epoch [40][1580/3757] lr: 2.000e-03, eta: 3:50:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.1771, loss: 1.1771 2020-06-25 15:36:22,369 - mmaction - INFO - Epoch [40][1600/3757] lr: 2.000e-03, eta: 3:50:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1058, loss: 1.1058 2020-06-25 15:36:28,350 - mmaction - INFO - Epoch [40][1620/3757] lr: 2.000e-03, eta: 3:50:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0696, loss: 1.0696 2020-06-25 15:36:34,335 - mmaction - INFO - Epoch [40][1640/3757] lr: 2.000e-03, eta: 3:50:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1471, loss: 1.1471 2020-06-25 15:36:40,321 - mmaction - INFO - Epoch [40][1660/3757] lr: 2.000e-03, eta: 3:49:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4180, loss: 1.4180 2020-06-25 15:36:46,333 - mmaction - INFO - Epoch [40][1680/3757] lr: 2.000e-03, eta: 3:49:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.0979, loss: 1.0979 2020-06-25 15:36:52,327 - mmaction - INFO - Epoch [40][1700/3757] lr: 2.000e-03, eta: 3:49:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3832, loss: 1.3832 2020-06-25 15:36:58,343 - mmaction - INFO - Epoch [40][1720/3757] lr: 2.000e-03, eta: 3:49:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.3368, loss: 1.3368 2020-06-25 15:37:04,360 - mmaction - INFO - Epoch [40][1740/3757] lr: 2.000e-03, eta: 3:49:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.3100, loss: 1.3100 2020-06-25 15:37:10,332 - mmaction - INFO - Epoch [40][1760/3757] lr: 2.000e-03, eta: 3:49:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2005, loss: 1.2005 2020-06-25 15:37:16,323 - mmaction - INFO - Epoch [40][1780/3757] lr: 2.000e-03, eta: 3:49:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0622, loss: 1.0622 2020-06-25 15:37:22,310 - mmaction - INFO - Epoch [40][1800/3757] lr: 2.000e-03, eta: 3:49:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3208, loss: 1.3208 2020-06-25 15:37:28,320 - mmaction - INFO - Epoch [40][1820/3757] lr: 2.000e-03, eta: 3:48:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1570, loss: 1.1570 2020-06-25 15:37:34,299 - mmaction - INFO - Epoch [40][1840/3757] lr: 2.000e-03, eta: 3:48:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2324, loss: 1.2324 2020-06-25 15:37:40,289 - mmaction - INFO - Epoch [40][1860/3757] lr: 2.000e-03, eta: 3:48:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.3450, loss: 1.3450 2020-06-25 15:37:46,279 - mmaction - INFO - Epoch [40][1880/3757] lr: 2.000e-03, eta: 3:48:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.2563, loss: 1.2563 2020-06-25 15:37:52,277 - mmaction - INFO - Epoch [40][1900/3757] lr: 2.000e-03, eta: 3:48:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2342, loss: 1.2342 2020-06-25 15:37:58,277 - mmaction - INFO - Epoch [40][1920/3757] lr: 2.000e-03, eta: 3:48:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9437, loss_cls: 0.8998, loss: 0.8998 2020-06-25 15:38:04,287 - mmaction - INFO - Epoch [40][1940/3757] lr: 2.000e-03, eta: 3:48:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1357, loss: 1.1357 2020-06-25 15:38:10,293 - mmaction - INFO - Epoch [40][1960/3757] lr: 2.000e-03, eta: 3:48:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1735, loss: 1.1735 2020-06-25 15:38:16,269 - mmaction - INFO - Epoch [40][1980/3757] lr: 2.000e-03, eta: 3:47:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2337, loss: 1.2337 2020-06-25 15:38:22,267 - mmaction - INFO - Epoch [40][2000/3757] lr: 2.000e-03, eta: 3:47:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2314, loss: 1.2314 2020-06-25 15:38:28,268 - mmaction - INFO - Epoch [40][2020/3757] lr: 2.000e-03, eta: 3:47:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2831, loss: 1.2831 2020-06-25 15:38:34,270 - mmaction - INFO - Epoch [40][2040/3757] lr: 2.000e-03, eta: 3:47:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.3555, loss: 1.3555 2020-06-25 15:38:40,235 - mmaction - INFO - Epoch [40][2060/3757] lr: 2.000e-03, eta: 3:47:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2547, loss: 1.2547 2020-06-25 15:38:46,225 - mmaction - INFO - Epoch [40][2080/3757] lr: 2.000e-03, eta: 3:47:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0712, loss: 1.0712 2020-06-25 15:38:52,180 - mmaction - INFO - Epoch [40][2100/3757] lr: 2.000e-03, eta: 3:47:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2284, loss: 1.2284 2020-06-25 15:38:58,157 - mmaction - INFO - Epoch [40][2120/3757] lr: 2.000e-03, eta: 3:47:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4380, loss: 1.4380 2020-06-25 15:39:04,146 - mmaction - INFO - Epoch [40][2140/3757] lr: 2.000e-03, eta: 3:47:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1577, loss: 1.1577 2020-06-25 15:39:10,135 - mmaction - INFO - Epoch [40][2160/3757] lr: 2.000e-03, eta: 3:46:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3282, loss: 1.3282 2020-06-25 15:39:16,111 - mmaction - INFO - Epoch [40][2180/3757] lr: 2.000e-03, eta: 3:46:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2114, loss: 1.2114 2020-06-25 15:39:22,077 - mmaction - INFO - Epoch [40][2200/3757] lr: 2.000e-03, eta: 3:46:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 0.9850, loss: 0.9850 2020-06-25 15:39:28,078 - mmaction - INFO - Epoch [40][2220/3757] lr: 2.000e-03, eta: 3:46:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1547, loss: 1.1547 2020-06-25 15:39:34,055 - mmaction - INFO - Epoch [40][2240/3757] lr: 2.000e-03, eta: 3:46:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0407, loss: 1.0407 2020-06-25 15:39:40,010 - mmaction - INFO - Epoch [40][2260/3757] lr: 2.000e-03, eta: 3:46:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2123, loss: 1.2123 2020-06-25 15:39:46,013 - mmaction - INFO - Epoch [40][2280/3757] lr: 2.000e-03, eta: 3:46:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9967, loss: 0.9967 2020-06-25 15:39:52,011 - mmaction - INFO - Epoch [40][2300/3757] lr: 2.000e-03, eta: 3:46:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1190, loss: 1.1190 2020-06-25 15:39:58,004 - mmaction - INFO - Epoch [40][2320/3757] lr: 2.000e-03, eta: 3:45:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3324, loss: 1.3324 2020-06-25 15:40:04,242 - mmaction - INFO - Epoch [40][2340/3757] lr: 2.000e-03, eta: 3:45:49, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2994, loss: 1.2994 2020-06-25 15:40:10,207 - mmaction - INFO - Epoch [40][2360/3757] lr: 2.000e-03, eta: 3:45:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3801, loss: 1.3801 2020-06-25 15:40:16,215 - mmaction - INFO - Epoch [40][2380/3757] lr: 2.000e-03, eta: 3:45:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2528, loss: 1.2528 2020-06-25 15:40:22,205 - mmaction - INFO - Epoch [40][2400/3757] lr: 2.000e-03, eta: 3:45:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1634, loss: 1.1634 2020-06-25 15:40:28,166 - mmaction - INFO - Epoch [40][2420/3757] lr: 2.000e-03, eta: 3:45:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0811, loss: 1.0811 2020-06-25 15:40:34,155 - mmaction - INFO - Epoch [40][2440/3757] lr: 2.000e-03, eta: 3:45:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.0812, loss: 1.0812 2020-06-25 15:40:40,135 - mmaction - INFO - Epoch [40][2460/3757] lr: 2.000e-03, eta: 3:45:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9000, loss_cls: 1.3274, loss: 1.3274 2020-06-25 15:40:46,099 - mmaction - INFO - Epoch [40][2480/3757] lr: 2.000e-03, eta: 3:44:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.0654, loss: 1.0654 2020-06-25 15:40:52,077 - mmaction - INFO - Epoch [40][2500/3757] lr: 2.000e-03, eta: 3:44:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2244, loss: 1.2244 2020-06-25 15:40:58,046 - mmaction - INFO - Epoch [40][2520/3757] lr: 2.000e-03, eta: 3:44:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1738, loss: 1.1738 2020-06-25 15:41:04,043 - mmaction - INFO - Epoch [40][2540/3757] lr: 2.000e-03, eta: 3:44:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3007, loss: 1.3007 2020-06-25 15:41:10,038 - mmaction - INFO - Epoch [40][2560/3757] lr: 2.000e-03, eta: 3:44:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1840, loss: 1.1840 2020-06-25 15:41:16,028 - mmaction - INFO - Epoch [40][2580/3757] lr: 2.000e-03, eta: 3:44:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1211, loss: 1.1211 2020-06-25 15:41:22,031 - mmaction - INFO - Epoch [40][2600/3757] lr: 2.000e-03, eta: 3:44:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4154, loss: 1.4154 2020-06-25 15:41:28,025 - mmaction - INFO - Epoch [40][2620/3757] lr: 2.000e-03, eta: 3:44:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2319, loss: 1.2319 2020-06-25 15:41:34,011 - mmaction - INFO - Epoch [40][2640/3757] lr: 2.000e-03, eta: 3:44:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3335, loss: 1.3335 2020-06-25 15:41:40,000 - mmaction - INFO - Epoch [40][2660/3757] lr: 2.000e-03, eta: 3:43:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3426, loss: 1.3426 2020-06-25 15:41:46,007 - mmaction - INFO - Epoch [40][2680/3757] lr: 2.000e-03, eta: 3:43:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8562, loss_cls: 1.1341, loss: 1.1341 2020-06-25 15:41:51,992 - mmaction - INFO - Epoch [40][2700/3757] lr: 2.000e-03, eta: 3:43:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1415, loss: 1.1415 2020-06-25 15:41:57,977 - mmaction - INFO - Epoch [40][2720/3757] lr: 2.000e-03, eta: 3:43:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3294, loss: 1.3294 2020-06-25 15:42:03,967 - mmaction - INFO - Epoch [40][2740/3757] lr: 2.000e-03, eta: 3:43:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9861, loss: 0.9861 2020-06-25 15:42:09,951 - mmaction - INFO - Epoch [40][2760/3757] lr: 2.000e-03, eta: 3:43:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.0848, loss: 1.0848 2020-06-25 15:42:15,962 - mmaction - INFO - Epoch [40][2780/3757] lr: 2.000e-03, eta: 3:43:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2498, loss: 1.2498 2020-06-25 15:42:21,979 - mmaction - INFO - Epoch [40][2800/3757] lr: 2.000e-03, eta: 3:43:04, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0852, loss: 1.0852 2020-06-25 15:42:27,983 - mmaction - INFO - Epoch [40][2820/3757] lr: 2.000e-03, eta: 3:42:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1659, loss: 1.1659 2020-06-25 15:42:33,960 - mmaction - INFO - Epoch [40][2840/3757] lr: 2.000e-03, eta: 3:42:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1239, loss: 1.1239 2020-06-25 15:42:39,973 - mmaction - INFO - Epoch [40][2860/3757] lr: 2.000e-03, eta: 3:42:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4547, loss: 1.4547 2020-06-25 15:42:45,967 - mmaction - INFO - Epoch [40][2880/3757] lr: 2.000e-03, eta: 3:42:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3175, loss: 1.3175 2020-06-25 15:42:51,977 - mmaction - INFO - Epoch [40][2900/3757] lr: 2.000e-03, eta: 3:42:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2468, loss: 1.2468 2020-06-25 15:42:57,961 - mmaction - INFO - Epoch [40][2920/3757] lr: 2.000e-03, eta: 3:42:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.0572, loss: 1.0572 2020-06-25 15:43:03,928 - mmaction - INFO - Epoch [40][2940/3757] lr: 2.000e-03, eta: 3:42:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2740, loss: 1.2740 2020-06-25 15:43:09,926 - mmaction - INFO - Epoch [40][2960/3757] lr: 2.000e-03, eta: 3:42:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1110, loss: 1.1110 2020-06-25 15:43:15,924 - mmaction - INFO - Epoch [40][2980/3757] lr: 2.000e-03, eta: 3:41:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2899, loss: 1.2899 2020-06-25 15:43:21,894 - mmaction - INFO - Epoch [40][3000/3757] lr: 2.000e-03, eta: 3:41:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0912, loss: 1.0912 2020-06-25 15:43:27,861 - mmaction - INFO - Epoch [40][3020/3757] lr: 2.000e-03, eta: 3:41:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9187, loss_cls: 1.2130, loss: 1.2130 2020-06-25 15:43:33,874 - mmaction - INFO - Epoch [40][3040/3757] lr: 2.000e-03, eta: 3:41:37, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2291, loss: 1.2291 2020-06-25 15:43:39,831 - mmaction - INFO - Epoch [40][3060/3757] lr: 2.000e-03, eta: 3:41:30, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0199, loss: 1.0199 2020-06-25 15:43:45,798 - mmaction - INFO - Epoch [40][3080/3757] lr: 2.000e-03, eta: 3:41:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1574, loss: 1.1574 2020-06-25 15:43:51,804 - mmaction - INFO - Epoch [40][3100/3757] lr: 2.000e-03, eta: 3:41:16, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4137, loss: 1.4137 2020-06-25 15:43:57,797 - mmaction - INFO - Epoch [40][3120/3757] lr: 2.000e-03, eta: 3:41:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2394, loss: 1.2394 2020-06-25 15:44:03,781 - mmaction - INFO - Epoch [40][3140/3757] lr: 2.000e-03, eta: 3:41:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1388, loss: 1.1388 2020-06-25 15:44:09,752 - mmaction - INFO - Epoch [40][3160/3757] lr: 2.000e-03, eta: 3:40:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.1503, loss: 1.1503 2020-06-25 15:44:15,743 - mmaction - INFO - Epoch [40][3180/3757] lr: 2.000e-03, eta: 3:40:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.2021, loss: 1.2021 2020-06-25 15:44:21,737 - mmaction - INFO - Epoch [40][3200/3757] lr: 2.000e-03, eta: 3:40:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1567, loss: 1.1567 2020-06-25 15:44:27,770 - mmaction - INFO - Epoch [40][3220/3757] lr: 2.000e-03, eta: 3:40:32, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2381, loss: 1.2381 2020-06-25 15:44:33,750 - mmaction - INFO - Epoch [40][3240/3757] lr: 2.000e-03, eta: 3:40:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3311, loss: 1.3311 2020-06-25 15:44:39,735 - mmaction - INFO - Epoch [40][3260/3757] lr: 2.000e-03, eta: 3:40:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2711, loss: 1.2711 2020-06-25 15:44:45,714 - mmaction - INFO - Epoch [40][3280/3757] lr: 2.000e-03, eta: 3:40:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3115, loss: 1.3115 2020-06-25 15:44:51,681 - mmaction - INFO - Epoch [40][3300/3757] lr: 2.000e-03, eta: 3:40:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2847, loss: 1.2847 2020-06-25 15:44:57,695 - mmaction - INFO - Epoch [40][3320/3757] lr: 2.000e-03, eta: 3:39:57, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1468, loss: 1.1468 2020-06-25 15:45:03,700 - mmaction - INFO - Epoch [40][3340/3757] lr: 2.000e-03, eta: 3:39:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1051, loss: 1.1051 2020-06-25 15:45:09,666 - mmaction - INFO - Epoch [40][3360/3757] lr: 2.000e-03, eta: 3:39:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8187, top5_acc: 0.9625, loss_cls: 0.8242, loss: 0.8242 2020-06-25 15:45:15,653 - mmaction - INFO - Epoch [40][3380/3757] lr: 2.000e-03, eta: 3:39:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2534, loss: 1.2534 2020-06-25 15:45:21,649 - mmaction - INFO - Epoch [40][3400/3757] lr: 2.000e-03, eta: 3:39:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0936, loss: 1.0936 2020-06-25 15:45:27,641 - mmaction - INFO - Epoch [40][3420/3757] lr: 2.000e-03, eta: 3:39:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4579, loss: 1.4579 2020-06-25 15:45:33,610 - mmaction - INFO - Epoch [40][3440/3757] lr: 2.000e-03, eta: 3:39:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1480, loss: 1.1480 2020-06-25 15:45:39,604 - mmaction - INFO - Epoch [40][3460/3757] lr: 2.000e-03, eta: 3:39:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2134, loss: 1.2134 2020-06-25 15:45:45,593 - mmaction - INFO - Epoch [40][3480/3757] lr: 2.000e-03, eta: 3:38:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2387, loss: 1.2387 2020-06-25 15:45:51,551 - mmaction - INFO - Epoch [40][3500/3757] lr: 2.000e-03, eta: 3:38:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2519, loss: 1.2519 2020-06-25 15:45:57,545 - mmaction - INFO - Epoch [40][3520/3757] lr: 2.000e-03, eta: 3:38:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0361, loss: 1.0361 2020-06-25 15:46:03,521 - mmaction - INFO - Epoch [40][3540/3757] lr: 2.000e-03, eta: 3:38:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.3179, loss: 1.3179 2020-06-25 15:46:09,524 - mmaction - INFO - Epoch [40][3560/3757] lr: 2.000e-03, eta: 3:38:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2016, loss: 1.2016 2020-06-25 15:46:15,487 - mmaction - INFO - Epoch [40][3580/3757] lr: 2.000e-03, eta: 3:38:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.0980, loss: 1.0980 2020-06-25 15:46:21,451 - mmaction - INFO - Epoch [40][3600/3757] lr: 2.000e-03, eta: 3:38:16, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0524, loss: 1.0524 2020-06-25 15:46:27,434 - mmaction - INFO - Epoch [40][3620/3757] lr: 2.000e-03, eta: 3:38:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3244, loss: 1.3244 2020-06-25 15:46:33,408 - mmaction - INFO - Epoch [40][3640/3757] lr: 2.000e-03, eta: 3:38:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1089, loss: 1.1089 2020-06-25 15:46:39,387 - mmaction - INFO - Epoch [40][3660/3757] lr: 2.000e-03, eta: 3:37:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2519, loss: 1.2519 2020-06-25 15:46:45,384 - mmaction - INFO - Epoch [40][3680/3757] lr: 2.000e-03, eta: 3:37:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1600, loss: 1.1600 2020-06-25 15:46:51,353 - mmaction - INFO - Epoch [40][3700/3757] lr: 2.000e-03, eta: 3:37:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3412, loss: 1.3412 2020-06-25 15:46:57,358 - mmaction - INFO - Epoch [40][3720/3757] lr: 2.000e-03, eta: 3:37:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9765, loss: 0.9765 2020-06-25 15:47:03,311 - mmaction - INFO - Epoch [40][3740/3757] lr: 2.000e-03, eta: 3:37:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0992, loss: 1.0992 2020-06-25 15:47:14,409 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-06-25 15:51:05,906 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 15:51:06,643 - mmaction - INFO - top1_acc 0.6874 top5_acc 0.8871 2020-06-25 15:51:06,643 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 15:51:06,706 - mmaction - INFO - mean_acc 0.6873 2020-06-25 15:51:06,712 - mmaction - INFO - Epoch [40][3757/3757] lr: 2.000e-03, top1_acc: 0.6874, top5_acc: 0.8871, mean_class_accuracy: 0.6873 2020-06-25 15:53:34,278 - mmaction - INFO - Epoch [41][20/3757] lr: 2.000e-04, eta: 3:37:46, time: 7.377, data_time: 6.969, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3384, loss: 1.3384 2020-06-25 15:53:40,320 - mmaction - INFO - Epoch [41][40/3757] lr: 2.000e-04, eta: 3:37:39, time: 0.303, data_time: 0.004, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9509, loss: 0.9509 2020-06-25 15:53:46,310 - mmaction - INFO - Epoch [41][60/3757] lr: 2.000e-04, eta: 3:37:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0532, loss: 1.0532 2020-06-25 15:53:52,292 - mmaction - INFO - Epoch [41][80/3757] lr: 2.000e-04, eta: 3:37:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1418, loss: 1.1418 2020-06-25 15:53:58,273 - mmaction - INFO - Epoch [41][100/3757] lr: 2.000e-04, eta: 3:37:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2669, loss: 1.2669 2020-06-25 15:54:04,281 - mmaction - INFO - Epoch [41][120/3757] lr: 2.000e-04, eta: 3:37:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1249, loss: 1.1249 2020-06-25 15:54:10,268 - mmaction - INFO - Epoch [41][140/3757] lr: 2.000e-04, eta: 3:37:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9478, loss: 0.9478 2020-06-25 15:54:16,260 - mmaction - INFO - Epoch [41][160/3757] lr: 2.000e-04, eta: 3:36:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1131, loss: 1.1131 2020-06-25 15:54:22,236 - mmaction - INFO - Epoch [41][180/3757] lr: 2.000e-04, eta: 3:36:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1669, loss: 1.1669 2020-06-25 15:54:28,224 - mmaction - INFO - Epoch [41][200/3757] lr: 2.000e-04, eta: 3:36:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9437, loss_cls: 0.9215, loss: 0.9215 2020-06-25 15:54:34,183 - mmaction - INFO - Epoch [41][220/3757] lr: 2.000e-04, eta: 3:36:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0862, loss: 1.0862 2020-06-25 15:54:40,199 - mmaction - INFO - Epoch [41][240/3757] lr: 2.000e-04, eta: 3:36:27, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2270, loss: 1.2270 2020-06-25 15:54:46,183 - mmaction - INFO - Epoch [41][260/3757] lr: 2.000e-04, eta: 3:36:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1847, loss: 1.1847 2020-06-25 15:54:52,150 - mmaction - INFO - Epoch [41][280/3757] lr: 2.000e-04, eta: 3:36:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0694, loss: 1.0694 2020-06-25 15:54:58,131 - mmaction - INFO - Epoch [41][300/3757] lr: 2.000e-04, eta: 3:36:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3677, loss: 1.3677 2020-06-25 15:55:04,476 - mmaction - INFO - Epoch [41][320/3757] lr: 2.000e-04, eta: 3:35:59, time: 0.317, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2195, loss: 1.2195 2020-06-25 15:55:10,442 - mmaction - INFO - Epoch [41][340/3757] lr: 2.000e-04, eta: 3:35:51, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1891, loss: 1.1891 2020-06-25 15:55:16,452 - mmaction - INFO - Epoch [41][360/3757] lr: 2.000e-04, eta: 3:35:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3317, loss: 1.3317 2020-06-25 15:55:22,465 - mmaction - INFO - Epoch [41][380/3757] lr: 2.000e-04, eta: 3:35:37, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2881, loss: 1.2881 2020-06-25 15:55:28,458 - mmaction - INFO - Epoch [41][400/3757] lr: 2.000e-04, eta: 3:35:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2575, loss: 1.2575 2020-06-25 15:55:34,444 - mmaction - INFO - Epoch [41][420/3757] lr: 2.000e-04, eta: 3:35:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0768, loss: 1.0768 2020-06-25 15:55:40,449 - mmaction - INFO - Epoch [41][440/3757] lr: 2.000e-04, eta: 3:35:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3501, loss: 1.3501 2020-06-25 15:55:46,420 - mmaction - INFO - Epoch [41][460/3757] lr: 2.000e-04, eta: 3:35:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3130, loss: 1.3130 2020-06-25 15:55:52,440 - mmaction - INFO - Epoch [41][480/3757] lr: 2.000e-04, eta: 3:35:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2530, loss: 1.2530 2020-06-25 15:55:58,410 - mmaction - INFO - Epoch [41][500/3757] lr: 2.000e-04, eta: 3:34:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2625, loss: 1.2625 2020-06-25 15:56:04,393 - mmaction - INFO - Epoch [41][520/3757] lr: 2.000e-04, eta: 3:34:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0973, loss: 1.0973 2020-06-25 15:56:10,379 - mmaction - INFO - Epoch [41][540/3757] lr: 2.000e-04, eta: 3:34:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9875, loss: 0.9875 2020-06-25 15:56:16,393 - mmaction - INFO - Epoch [41][560/3757] lr: 2.000e-04, eta: 3:34:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2482, loss: 1.2482 2020-06-25 15:56:22,386 - mmaction - INFO - Epoch [41][580/3757] lr: 2.000e-04, eta: 3:34:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0006, loss: 1.0006 2020-06-25 15:56:28,374 - mmaction - INFO - Epoch [41][600/3757] lr: 2.000e-04, eta: 3:34:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3285, loss: 1.3285 2020-06-25 15:56:34,391 - mmaction - INFO - Epoch [41][620/3757] lr: 2.000e-04, eta: 3:34:11, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3453, loss: 1.3453 2020-06-25 15:56:40,411 - mmaction - INFO - Epoch [41][640/3757] lr: 2.000e-04, eta: 3:34:03, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1148, loss: 1.1148 2020-06-25 15:56:46,398 - mmaction - INFO - Epoch [41][660/3757] lr: 2.000e-04, eta: 3:33:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3370, loss: 1.3370 2020-06-25 15:56:52,351 - mmaction - INFO - Epoch [41][680/3757] lr: 2.000e-04, eta: 3:33:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 0.9677, loss: 0.9677 2020-06-25 15:56:58,328 - mmaction - INFO - Epoch [41][700/3757] lr: 2.000e-04, eta: 3:33:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0258, loss: 1.0258 2020-06-25 15:57:04,287 - mmaction - INFO - Epoch [41][720/3757] lr: 2.000e-04, eta: 3:33:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8837, loss: 0.8837 2020-06-25 15:57:10,265 - mmaction - INFO - Epoch [41][740/3757] lr: 2.000e-04, eta: 3:33:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2859, loss: 1.2859 2020-06-25 15:57:16,237 - mmaction - INFO - Epoch [41][760/3757] lr: 2.000e-04, eta: 3:33:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2474, loss: 1.2474 2020-06-25 15:57:22,240 - mmaction - INFO - Epoch [41][780/3757] lr: 2.000e-04, eta: 3:33:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1492, loss: 1.1492 2020-06-25 15:57:28,241 - mmaction - INFO - Epoch [41][800/3757] lr: 2.000e-04, eta: 3:33:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3255, loss: 1.3255 2020-06-25 15:57:34,208 - mmaction - INFO - Epoch [41][820/3757] lr: 2.000e-04, eta: 3:32:59, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1448, loss: 1.1448 2020-06-25 15:57:40,200 - mmaction - INFO - Epoch [41][840/3757] lr: 2.000e-04, eta: 3:32:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.1000, loss: 1.1000 2020-06-25 15:57:46,152 - mmaction - INFO - Epoch [41][860/3757] lr: 2.000e-04, eta: 3:32:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2389, loss: 1.2389 2020-06-25 15:57:52,124 - mmaction - INFO - Epoch [41][880/3757] lr: 2.000e-04, eta: 3:32:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1287, loss: 1.1287 2020-06-25 15:57:58,117 - mmaction - INFO - Epoch [41][900/3757] lr: 2.000e-04, eta: 3:32:30, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1078, loss: 1.1078 2020-06-25 15:58:04,115 - mmaction - INFO - Epoch [41][920/3757] lr: 2.000e-04, eta: 3:32:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.1886, loss: 1.1886 2020-06-25 15:58:10,092 - mmaction - INFO - Epoch [41][940/3757] lr: 2.000e-04, eta: 3:32:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9437, loss_cls: 0.9502, loss: 0.9502 2020-06-25 15:58:16,084 - mmaction - INFO - Epoch [41][960/3757] lr: 2.000e-04, eta: 3:32:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9500, loss_cls: 0.9680, loss: 0.9680 2020-06-25 15:58:22,110 - mmaction - INFO - Epoch [41][980/3757] lr: 2.000e-04, eta: 3:32:01, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0198, loss: 1.0198 2020-06-25 15:58:28,122 - mmaction - INFO - Epoch [41][1000/3757] lr: 2.000e-04, eta: 3:31:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1385, loss: 1.1385 2020-06-25 15:58:34,110 - mmaction - INFO - Epoch [41][1020/3757] lr: 2.000e-04, eta: 3:31:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9750, loss: 0.9750 2020-06-25 15:58:40,080 - mmaction - INFO - Epoch [41][1040/3757] lr: 2.000e-04, eta: 3:31:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0490, loss: 1.0490 2020-06-25 15:58:46,044 - mmaction - INFO - Epoch [41][1060/3757] lr: 2.000e-04, eta: 3:31:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1600, loss: 1.1600 2020-06-25 15:58:52,038 - mmaction - INFO - Epoch [41][1080/3757] lr: 2.000e-04, eta: 3:31:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0893, loss: 1.0893 2020-06-25 15:58:58,037 - mmaction - INFO - Epoch [41][1100/3757] lr: 2.000e-04, eta: 3:31:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2664, loss: 1.2664 2020-06-25 15:59:04,024 - mmaction - INFO - Epoch [41][1120/3757] lr: 2.000e-04, eta: 3:31:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0519, loss: 1.0519 2020-06-25 15:59:10,021 - mmaction - INFO - Epoch [41][1140/3757] lr: 2.000e-04, eta: 3:31:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1423, loss: 1.1423 2020-06-25 15:59:15,982 - mmaction - INFO - Epoch [41][1160/3757] lr: 2.000e-04, eta: 3:30:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2123, loss: 1.2123 2020-06-25 15:59:21,986 - mmaction - INFO - Epoch [41][1180/3757] lr: 2.000e-04, eta: 3:30:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0910, loss: 1.0910 2020-06-25 15:59:27,989 - mmaction - INFO - Epoch [41][1200/3757] lr: 2.000e-04, eta: 3:30:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2328, loss: 1.2328 2020-06-25 15:59:33,994 - mmaction - INFO - Epoch [41][1220/3757] lr: 2.000e-04, eta: 3:30:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.2898, loss: 1.2898 2020-06-25 15:59:39,998 - mmaction - INFO - Epoch [41][1240/3757] lr: 2.000e-04, eta: 3:30:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3156, loss: 1.3156 2020-06-25 15:59:46,173 - mmaction - INFO - Epoch [41][1260/3757] lr: 2.000e-04, eta: 3:30:21, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3616, loss: 1.3616 2020-06-25 15:59:52,180 - mmaction - INFO - Epoch [41][1280/3757] lr: 2.000e-04, eta: 3:30:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1501, loss: 1.1501 2020-06-25 15:59:58,180 - mmaction - INFO - Epoch [41][1300/3757] lr: 2.000e-04, eta: 3:30:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9030, loss: 0.9030 2020-06-25 16:00:08,401 - mmaction - INFO - Epoch [41][1320/3757] lr: 2.000e-04, eta: 3:30:00, time: 0.507, data_time: 0.005, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0969, loss: 1.0969 2020-06-25 16:00:14,391 - mmaction - INFO - Epoch [41][1340/3757] lr: 2.000e-04, eta: 3:29:53, time: 0.302, data_time: 0.004, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1109, loss: 1.1109 2020-06-25 16:00:20,350 - mmaction - INFO - Epoch [41][1360/3757] lr: 2.000e-04, eta: 3:29:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0432, loss: 1.0432 2020-06-25 16:00:26,350 - mmaction - INFO - Epoch [41][1380/3757] lr: 2.000e-04, eta: 3:29:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 1.0917, loss: 1.0917 2020-06-25 16:00:32,362 - mmaction - INFO - Epoch [41][1400/3757] lr: 2.000e-04, eta: 3:29:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0846, loss: 1.0846 2020-06-25 16:00:38,346 - mmaction - INFO - Epoch [41][1420/3757] lr: 2.000e-04, eta: 3:29:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1566, loss: 1.1566 2020-06-25 16:00:45,445 - mmaction - INFO - Epoch [41][1440/3757] lr: 2.000e-04, eta: 3:29:17, time: 0.355, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9001, loss: 0.9001 2020-06-25 16:00:51,435 - mmaction - INFO - Epoch [41][1460/3757] lr: 2.000e-04, eta: 3:29:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9541, loss: 0.9541 2020-06-25 16:00:57,399 - mmaction - INFO - Epoch [41][1480/3757] lr: 2.000e-04, eta: 3:29:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0002, loss: 1.0002 2020-06-25 16:01:03,365 - mmaction - INFO - Epoch [41][1500/3757] lr: 2.000e-04, eta: 3:28:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0350, loss: 1.0350 2020-06-25 16:01:09,344 - mmaction - INFO - Epoch [41][1520/3757] lr: 2.000e-04, eta: 3:28:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.3150, loss: 1.3150 2020-06-25 16:01:15,324 - mmaction - INFO - Epoch [41][1540/3757] lr: 2.000e-04, eta: 3:28:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1764, loss: 1.1764 2020-06-25 16:01:21,324 - mmaction - INFO - Epoch [41][1560/3757] lr: 2.000e-04, eta: 3:28:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0083, loss: 1.0083 2020-06-25 16:01:27,320 - mmaction - INFO - Epoch [41][1580/3757] lr: 2.000e-04, eta: 3:28:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2782, loss: 1.2782 2020-06-25 16:01:33,319 - mmaction - INFO - Epoch [41][1600/3757] lr: 2.000e-04, eta: 3:28:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9951, loss: 0.9951 2020-06-25 16:01:39,310 - mmaction - INFO - Epoch [41][1620/3757] lr: 2.000e-04, eta: 3:28:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2443, loss: 1.2443 2020-06-25 16:01:45,322 - mmaction - INFO - Epoch [41][1640/3757] lr: 2.000e-04, eta: 3:28:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0748, loss: 1.0748 2020-06-25 16:01:51,329 - mmaction - INFO - Epoch [41][1660/3757] lr: 2.000e-04, eta: 3:27:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3246, loss: 1.3246 2020-06-25 16:01:57,307 - mmaction - INFO - Epoch [41][1680/3757] lr: 2.000e-04, eta: 3:27:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0533, loss: 1.0533 2020-06-25 16:02:03,305 - mmaction - INFO - Epoch [41][1700/3757] lr: 2.000e-04, eta: 3:27:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2691, loss: 1.2691 2020-06-25 16:02:09,290 - mmaction - INFO - Epoch [41][1720/3757] lr: 2.000e-04, eta: 3:27:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9563, loss_cls: 0.8816, loss: 0.8816 2020-06-25 16:02:15,277 - mmaction - INFO - Epoch [41][1740/3757] lr: 2.000e-04, eta: 3:27:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9391, loss: 0.9391 2020-06-25 16:02:21,254 - mmaction - INFO - Epoch [41][1760/3757] lr: 2.000e-04, eta: 3:27:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3384, loss: 1.3384 2020-06-25 16:02:27,257 - mmaction - INFO - Epoch [41][1780/3757] lr: 2.000e-04, eta: 3:27:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2679, loss: 1.2679 2020-06-25 16:02:33,241 - mmaction - INFO - Epoch [41][1800/3757] lr: 2.000e-04, eta: 3:27:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2031, loss: 1.2031 2020-06-25 16:02:39,232 - mmaction - INFO - Epoch [41][1820/3757] lr: 2.000e-04, eta: 3:27:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0512, loss: 1.0512 2020-06-25 16:02:45,228 - mmaction - INFO - Epoch [41][1840/3757] lr: 2.000e-04, eta: 3:26:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0100, loss: 1.0100 2020-06-25 16:02:51,231 - mmaction - INFO - Epoch [41][1860/3757] lr: 2.000e-04, eta: 3:26:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1452, loss: 1.1452 2020-06-25 16:02:57,252 - mmaction - INFO - Epoch [41][1880/3757] lr: 2.000e-04, eta: 3:26:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0544, loss: 1.0544 2020-06-25 16:03:03,217 - mmaction - INFO - Epoch [41][1900/3757] lr: 2.000e-04, eta: 3:26:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.2720, loss: 1.2720 2020-06-25 16:03:09,220 - mmaction - INFO - Epoch [41][1920/3757] lr: 2.000e-04, eta: 3:26:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0377, loss: 1.0377 2020-06-25 16:03:15,205 - mmaction - INFO - Epoch [41][1940/3757] lr: 2.000e-04, eta: 3:26:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3378, loss: 1.3378 2020-06-25 16:03:21,183 - mmaction - INFO - Epoch [41][1960/3757] lr: 2.000e-04, eta: 3:26:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1238, loss: 1.1238 2020-06-25 16:03:27,170 - mmaction - INFO - Epoch [41][1980/3757] lr: 2.000e-04, eta: 3:26:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2866, loss: 1.2866 2020-06-25 16:03:33,140 - mmaction - INFO - Epoch [41][2000/3757] lr: 2.000e-04, eta: 3:25:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1398, loss: 1.1398 2020-06-25 16:03:39,131 - mmaction - INFO - Epoch [41][2020/3757] lr: 2.000e-04, eta: 3:25:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1781, loss: 1.1781 2020-06-25 16:03:45,126 - mmaction - INFO - Epoch [41][2040/3757] lr: 2.000e-04, eta: 3:25:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1660, loss: 1.1660 2020-06-25 16:03:51,129 - mmaction - INFO - Epoch [41][2060/3757] lr: 2.000e-04, eta: 3:25:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2685, loss: 1.2685 2020-06-25 16:03:57,119 - mmaction - INFO - Epoch [41][2080/3757] lr: 2.000e-04, eta: 3:25:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4726, loss: 1.4726 2020-06-25 16:04:03,101 - mmaction - INFO - Epoch [41][2100/3757] lr: 2.000e-04, eta: 3:25:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2255, loss: 1.2255 2020-06-25 16:04:09,150 - mmaction - INFO - Epoch [41][2120/3757] lr: 2.000e-04, eta: 3:25:13, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0636, loss: 1.0636 2020-06-25 16:04:15,129 - mmaction - INFO - Epoch [41][2140/3757] lr: 2.000e-04, eta: 3:25:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.2963, loss: 1.2963 2020-06-25 16:04:21,117 - mmaction - INFO - Epoch [41][2160/3757] lr: 2.000e-04, eta: 3:24:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2817, loss: 1.2817 2020-06-25 16:04:27,087 - mmaction - INFO - Epoch [41][2180/3757] lr: 2.000e-04, eta: 3:24:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1322, loss: 1.1322 2020-06-25 16:04:33,095 - mmaction - INFO - Epoch [41][2200/3757] lr: 2.000e-04, eta: 3:24:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2503, loss: 1.2503 2020-06-25 16:04:39,089 - mmaction - INFO - Epoch [41][2220/3757] lr: 2.000e-04, eta: 3:24:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9997, loss: 0.9997 2020-06-25 16:04:45,053 - mmaction - INFO - Epoch [41][2240/3757] lr: 2.000e-04, eta: 3:24:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3179, loss: 1.3179 2020-06-25 16:04:51,015 - mmaction - INFO - Epoch [41][2260/3757] lr: 2.000e-04, eta: 3:24:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3121, loss: 1.3121 2020-06-25 16:04:56,990 - mmaction - INFO - Epoch [41][2280/3757] lr: 2.000e-04, eta: 3:24:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2816, loss: 1.2816 2020-06-25 16:05:03,456 - mmaction - INFO - Epoch [41][2300/3757] lr: 2.000e-04, eta: 3:24:09, time: 0.323, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4410, loss: 1.4410 2020-06-25 16:05:09,519 - mmaction - INFO - Epoch [41][2320/3757] lr: 2.000e-04, eta: 3:24:02, time: 0.303, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.9804, loss: 0.9804 2020-06-25 16:05:15,494 - mmaction - INFO - Epoch [41][2340/3757] lr: 2.000e-04, eta: 3:23:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2221, loss: 1.2221 2020-06-25 16:05:21,513 - mmaction - INFO - Epoch [41][2360/3757] lr: 2.000e-04, eta: 3:23:47, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9375, loss_cls: 1.0188, loss: 1.0188 2020-06-25 16:05:27,496 - mmaction - INFO - Epoch [41][2380/3757] lr: 2.000e-04, eta: 3:23:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1309, loss: 1.1309 2020-06-25 16:05:33,494 - mmaction - INFO - Epoch [41][2400/3757] lr: 2.000e-04, eta: 3:23:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 1.0181, loss: 1.0181 2020-06-25 16:05:39,509 - mmaction - INFO - Epoch [41][2420/3757] lr: 2.000e-04, eta: 3:23:26, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2634, loss: 1.2634 2020-06-25 16:05:45,492 - mmaction - INFO - Epoch [41][2440/3757] lr: 2.000e-04, eta: 3:23:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 0.9997, loss: 0.9997 2020-06-25 16:05:51,496 - mmaction - INFO - Epoch [41][2460/3757] lr: 2.000e-04, eta: 3:23:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0816, loss: 1.0816 2020-06-25 16:05:57,478 - mmaction - INFO - Epoch [41][2480/3757] lr: 2.000e-04, eta: 3:23:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2360, loss: 1.2360 2020-06-25 16:06:03,472 - mmaction - INFO - Epoch [41][2500/3757] lr: 2.000e-04, eta: 3:22:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1255, loss: 1.1255 2020-06-25 16:06:09,465 - mmaction - INFO - Epoch [41][2520/3757] lr: 2.000e-04, eta: 3:22:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0170, loss: 1.0170 2020-06-25 16:06:15,425 - mmaction - INFO - Epoch [41][2540/3757] lr: 2.000e-04, eta: 3:22:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9187, loss_cls: 1.1906, loss: 1.1906 2020-06-25 16:06:21,400 - mmaction - INFO - Epoch [41][2560/3757] lr: 2.000e-04, eta: 3:22:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9666, loss: 0.9666 2020-06-25 16:06:27,378 - mmaction - INFO - Epoch [41][2580/3757] lr: 2.000e-04, eta: 3:22:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1919, loss: 1.1919 2020-06-25 16:06:33,371 - mmaction - INFO - Epoch [41][2600/3757] lr: 2.000e-04, eta: 3:22:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8839, loss: 0.8839 2020-06-25 16:06:39,337 - mmaction - INFO - Epoch [41][2620/3757] lr: 2.000e-04, eta: 3:22:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4547, loss: 1.4547 2020-06-25 16:06:45,325 - mmaction - INFO - Epoch [41][2640/3757] lr: 2.000e-04, eta: 3:22:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 1.0226, loss: 1.0226 2020-06-25 16:06:51,291 - mmaction - INFO - Epoch [41][2660/3757] lr: 2.000e-04, eta: 3:22:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1140, loss: 1.1140 2020-06-25 16:06:57,292 - mmaction - INFO - Epoch [41][2680/3757] lr: 2.000e-04, eta: 3:21:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9522, loss: 0.9522 2020-06-25 16:07:03,284 - mmaction - INFO - Epoch [41][2700/3757] lr: 2.000e-04, eta: 3:21:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3664, loss: 1.3664 2020-06-25 16:07:09,306 - mmaction - INFO - Epoch [41][2720/3757] lr: 2.000e-04, eta: 3:21:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4762, loss: 1.4762 2020-06-25 16:07:15,302 - mmaction - INFO - Epoch [41][2740/3757] lr: 2.000e-04, eta: 3:21:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2063, loss: 1.2063 2020-06-25 16:07:21,288 - mmaction - INFO - Epoch [41][2760/3757] lr: 2.000e-04, eta: 3:21:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.3485, loss: 1.3485 2020-06-25 16:07:27,298 - mmaction - INFO - Epoch [41][2780/3757] lr: 2.000e-04, eta: 3:21:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9437, loss_cls: 0.9718, loss: 0.9718 2020-06-25 16:07:33,259 - mmaction - INFO - Epoch [41][2800/3757] lr: 2.000e-04, eta: 3:21:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1708, loss: 1.1708 2020-06-25 16:07:39,258 - mmaction - INFO - Epoch [41][2820/3757] lr: 2.000e-04, eta: 3:21:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2344, loss: 1.2344 2020-06-25 16:07:45,253 - mmaction - INFO - Epoch [41][2840/3757] lr: 2.000e-04, eta: 3:20:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9096, loss: 0.9096 2020-06-25 16:07:51,241 - mmaction - INFO - Epoch [41][2860/3757] lr: 2.000e-04, eta: 3:20:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2427, loss: 1.2427 2020-06-25 16:07:57,251 - mmaction - INFO - Epoch [41][2880/3757] lr: 2.000e-04, eta: 3:20:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1058, loss: 1.1058 2020-06-25 16:08:03,233 - mmaction - INFO - Epoch [41][2900/3757] lr: 2.000e-04, eta: 3:20:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1141, loss: 1.1141 2020-06-25 16:08:09,235 - mmaction - INFO - Epoch [41][2920/3757] lr: 2.000e-04, eta: 3:20:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3055, loss: 1.3055 2020-06-25 16:08:15,242 - mmaction - INFO - Epoch [41][2940/3757] lr: 2.000e-04, eta: 3:20:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2852, loss: 1.2852 2020-06-25 16:08:21,228 - mmaction - INFO - Epoch [41][2960/3757] lr: 2.000e-04, eta: 3:20:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2366, loss: 1.2366 2020-06-25 16:08:27,212 - mmaction - INFO - Epoch [41][2980/3757] lr: 2.000e-04, eta: 3:20:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2290, loss: 1.2290 2020-06-25 16:08:33,224 - mmaction - INFO - Epoch [41][3000/3757] lr: 2.000e-04, eta: 3:19:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1519, loss: 1.1519 2020-06-25 16:08:39,206 - mmaction - INFO - Epoch [41][3020/3757] lr: 2.000e-04, eta: 3:19:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2024, loss: 1.2024 2020-06-25 16:08:45,212 - mmaction - INFO - Epoch [41][3040/3757] lr: 2.000e-04, eta: 3:19:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.2793, loss: 1.2793 2020-06-25 16:08:51,189 - mmaction - INFO - Epoch [41][3060/3757] lr: 2.000e-04, eta: 3:19:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3866, loss: 1.3866 2020-06-25 16:08:57,165 - mmaction - INFO - Epoch [41][3080/3757] lr: 2.000e-04, eta: 3:19:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0390, loss: 1.0390 2020-06-25 16:09:03,139 - mmaction - INFO - Epoch [41][3100/3757] lr: 2.000e-04, eta: 3:19:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1506, loss: 1.1506 2020-06-25 16:09:09,124 - mmaction - INFO - Epoch [41][3120/3757] lr: 2.000e-04, eta: 3:19:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9313, loss_cls: 0.9700, loss: 0.9700 2020-06-25 16:09:15,126 - mmaction - INFO - Epoch [41][3140/3757] lr: 2.000e-04, eta: 3:19:08, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 0.9657, loss: 0.9657 2020-06-25 16:09:21,103 - mmaction - INFO - Epoch [41][3160/3757] lr: 2.000e-04, eta: 3:19:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3493, loss: 1.3493 2020-06-25 16:09:27,104 - mmaction - INFO - Epoch [41][3180/3757] lr: 2.000e-04, eta: 3:18:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1133, loss: 1.1133 2020-06-25 16:09:33,091 - mmaction - INFO - Epoch [41][3200/3757] lr: 2.000e-04, eta: 3:18:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4073, loss: 1.4073 2020-06-25 16:09:39,093 - mmaction - INFO - Epoch [41][3220/3757] lr: 2.000e-04, eta: 3:18:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0317, loss: 1.0317 2020-06-25 16:09:45,068 - mmaction - INFO - Epoch [41][3240/3757] lr: 2.000e-04, eta: 3:18:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0534, loss: 1.0534 2020-06-25 16:09:51,063 - mmaction - INFO - Epoch [41][3260/3757] lr: 2.000e-04, eta: 3:18:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0784, loss: 1.0784 2020-06-25 16:09:57,037 - mmaction - INFO - Epoch [41][3280/3757] lr: 2.000e-04, eta: 3:18:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2655, loss: 1.2655 2020-06-25 16:10:03,040 - mmaction - INFO - Epoch [41][3300/3757] lr: 2.000e-04, eta: 3:18:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1249, loss: 1.1249 2020-06-25 16:10:09,044 - mmaction - INFO - Epoch [41][3320/3757] lr: 2.000e-04, eta: 3:18:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2689, loss: 1.2689 2020-06-25 16:10:15,024 - mmaction - INFO - Epoch [41][3340/3757] lr: 2.000e-04, eta: 3:17:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4465, loss: 1.4465 2020-06-25 16:10:20,985 - mmaction - INFO - Epoch [41][3360/3757] lr: 2.000e-04, eta: 3:17:50, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3960, loss: 1.3960 2020-06-25 16:10:26,946 - mmaction - INFO - Epoch [41][3380/3757] lr: 2.000e-04, eta: 3:17:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0933, loss: 1.0933 2020-06-25 16:10:32,913 - mmaction - INFO - Epoch [41][3400/3757] lr: 2.000e-04, eta: 3:17:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2207, loss: 1.2207 2020-06-25 16:10:38,907 - mmaction - INFO - Epoch [41][3420/3757] lr: 2.000e-04, eta: 3:17:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3569, loss: 1.3569 2020-06-25 16:10:44,883 - mmaction - INFO - Epoch [41][3440/3757] lr: 2.000e-04, eta: 3:17:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0984, loss: 1.0984 2020-06-25 16:10:50,867 - mmaction - INFO - Epoch [41][3460/3757] lr: 2.000e-04, eta: 3:17:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 1.0648, loss: 1.0648 2020-06-25 16:10:56,856 - mmaction - INFO - Epoch [41][3480/3757] lr: 2.000e-04, eta: 3:17:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9445, loss: 0.9445 2020-06-25 16:11:02,852 - mmaction - INFO - Epoch [41][3500/3757] lr: 2.000e-04, eta: 3:16:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.3428, loss: 1.3428 2020-06-25 16:11:08,827 - mmaction - INFO - Epoch [41][3520/3757] lr: 2.000e-04, eta: 3:16:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9384, loss: 0.9384 2020-06-25 16:11:14,806 - mmaction - INFO - Epoch [41][3540/3757] lr: 2.000e-04, eta: 3:16:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9327, loss: 0.9327 2020-06-25 16:11:20,766 - mmaction - INFO - Epoch [41][3560/3757] lr: 2.000e-04, eta: 3:16:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.3137, loss: 1.3137 2020-06-25 16:11:26,734 - mmaction - INFO - Epoch [41][3580/3757] lr: 2.000e-04, eta: 3:16:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1407, loss: 1.1407 2020-06-25 16:11:32,697 - mmaction - INFO - Epoch [41][3600/3757] lr: 2.000e-04, eta: 3:16:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1929, loss: 1.1929 2020-06-25 16:11:38,679 - mmaction - INFO - Epoch [41][3620/3757] lr: 2.000e-04, eta: 3:16:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1714, loss: 1.1714 2020-06-25 16:11:44,699 - mmaction - INFO - Epoch [41][3640/3757] lr: 2.000e-04, eta: 3:16:09, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0686, loss: 1.0686 2020-06-25 16:11:50,664 - mmaction - INFO - Epoch [41][3660/3757] lr: 2.000e-04, eta: 3:16:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0027, loss: 1.0027 2020-06-25 16:11:56,653 - mmaction - INFO - Epoch [41][3680/3757] lr: 2.000e-04, eta: 3:15:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0349, loss: 1.0349 2020-06-25 16:12:02,638 - mmaction - INFO - Epoch [41][3700/3757] lr: 2.000e-04, eta: 3:15:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1254, loss: 1.1254 2020-06-25 16:12:08,620 - mmaction - INFO - Epoch [41][3720/3757] lr: 2.000e-04, eta: 3:15:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1316, loss: 1.1316 2020-06-25 16:12:14,583 - mmaction - INFO - Epoch [41][3740/3757] lr: 2.000e-04, eta: 3:15:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0939, loss: 1.0939 2020-06-25 16:15:40,156 - mmaction - INFO - Epoch [42][20/3757] lr: 2.000e-04, eta: 3:16:00, time: 9.648, data_time: 9.241, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0428, loss: 1.0428 2020-06-25 16:15:46,218 - mmaction - INFO - Epoch [42][40/3757] lr: 2.000e-04, eta: 3:15:53, time: 0.305, data_time: 0.006, memory: 7077, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8260, loss: 0.8260 2020-06-25 16:15:52,207 - mmaction - INFO - Epoch [42][60/3757] lr: 2.000e-04, eta: 3:15:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0108, loss: 1.0108 2020-06-25 16:15:58,183 - mmaction - INFO - Epoch [42][80/3757] lr: 2.000e-04, eta: 3:15:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0792, loss: 1.0792 2020-06-25 16:16:04,158 - mmaction - INFO - Epoch [42][100/3757] lr: 2.000e-04, eta: 3:15:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2717, loss: 1.2717 2020-06-25 16:16:10,140 - mmaction - INFO - Epoch [42][120/3757] lr: 2.000e-04, eta: 3:15:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0446, loss: 1.0446 2020-06-25 16:16:16,112 - mmaction - INFO - Epoch [42][140/3757] lr: 2.000e-04, eta: 3:15:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0148, loss: 1.0148 2020-06-25 16:16:22,088 - mmaction - INFO - Epoch [42][160/3757] lr: 2.000e-04, eta: 3:15:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2430, loss: 1.2430 2020-06-25 16:16:28,107 - mmaction - INFO - Epoch [42][180/3757] lr: 2.000e-04, eta: 3:15:03, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8688, loss_cls: 1.0252, loss: 1.0252 2020-06-25 16:16:34,090 - mmaction - INFO - Epoch [42][200/3757] lr: 2.000e-04, eta: 3:14:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0527, loss: 1.0527 2020-06-25 16:16:40,078 - mmaction - INFO - Epoch [42][220/3757] lr: 2.000e-04, eta: 3:14:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3366, loss: 1.3366 2020-06-25 16:16:46,058 - mmaction - INFO - Epoch [42][240/3757] lr: 2.000e-04, eta: 3:14:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1631, loss: 1.1631 2020-06-25 16:16:52,040 - mmaction - INFO - Epoch [42][260/3757] lr: 2.000e-04, eta: 3:14:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4150, loss: 1.4150 2020-06-25 16:16:58,024 - mmaction - INFO - Epoch [42][280/3757] lr: 2.000e-04, eta: 3:14:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2921, loss: 1.2921 2020-06-25 16:17:03,992 - mmaction - INFO - Epoch [42][300/3757] lr: 2.000e-04, eta: 3:14:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1685, loss: 1.1685 2020-06-25 16:17:10,016 - mmaction - INFO - Epoch [42][320/3757] lr: 2.000e-04, eta: 3:14:13, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1176, loss: 1.1176 2020-06-25 16:17:16,001 - mmaction - INFO - Epoch [42][340/3757] lr: 2.000e-04, eta: 3:14:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1660, loss: 1.1660 2020-06-25 16:17:21,969 - mmaction - INFO - Epoch [42][360/3757] lr: 2.000e-04, eta: 3:13:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2145, loss: 1.2145 2020-06-25 16:17:27,913 - mmaction - INFO - Epoch [42][380/3757] lr: 2.000e-04, eta: 3:13:51, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.1627, loss: 1.1627 2020-06-25 16:17:33,901 - mmaction - INFO - Epoch [42][400/3757] lr: 2.000e-04, eta: 3:13:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0286, loss: 1.0286 2020-06-25 16:17:39,886 - mmaction - INFO - Epoch [42][420/3757] lr: 2.000e-04, eta: 3:13:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0634, loss: 1.0634 2020-06-25 16:17:45,875 - mmaction - INFO - Epoch [42][440/3757] lr: 2.000e-04, eta: 3:13:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9437, loss_cls: 0.8567, loss: 0.8567 2020-06-25 16:17:51,865 - mmaction - INFO - Epoch [42][460/3757] lr: 2.000e-04, eta: 3:13:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3340, loss: 1.3340 2020-06-25 16:17:57,836 - mmaction - INFO - Epoch [42][480/3757] lr: 2.000e-04, eta: 3:13:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0713, loss: 1.0713 2020-06-25 16:18:03,822 - mmaction - INFO - Epoch [42][500/3757] lr: 2.000e-04, eta: 3:13:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1322, loss: 1.1322 2020-06-25 16:18:09,818 - mmaction - INFO - Epoch [42][520/3757] lr: 2.000e-04, eta: 3:13:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0836, loss: 1.0836 2020-06-25 16:18:15,808 - mmaction - INFO - Epoch [42][540/3757] lr: 2.000e-04, eta: 3:12:54, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0546, loss: 1.0546 2020-06-25 16:18:21,765 - mmaction - INFO - Epoch [42][560/3757] lr: 2.000e-04, eta: 3:12:47, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0502, loss: 1.0502 2020-06-25 16:18:27,763 - mmaction - INFO - Epoch [42][580/3757] lr: 2.000e-04, eta: 3:12:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1038, loss: 1.1038 2020-06-25 16:18:33,771 - mmaction - INFO - Epoch [42][600/3757] lr: 2.000e-04, eta: 3:12:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.4619, loss: 1.4619 2020-06-25 16:18:39,729 - mmaction - INFO - Epoch [42][620/3757] lr: 2.000e-04, eta: 3:12:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1888, loss: 1.1888 2020-06-25 16:18:45,734 - mmaction - INFO - Epoch [42][640/3757] lr: 2.000e-04, eta: 3:12:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3078, loss: 1.3078 2020-06-25 16:18:51,714 - mmaction - INFO - Epoch [42][660/3757] lr: 2.000e-04, eta: 3:12:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1104, loss: 1.1104 2020-06-25 16:18:57,694 - mmaction - INFO - Epoch [42][680/3757] lr: 2.000e-04, eta: 3:12:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1613, loss: 1.1613 2020-06-25 16:19:03,644 - mmaction - INFO - Epoch [42][700/3757] lr: 2.000e-04, eta: 3:11:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1471, loss: 1.1471 2020-06-25 16:19:09,636 - mmaction - INFO - Epoch [42][720/3757] lr: 2.000e-04, eta: 3:11:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1685, loss: 1.1685 2020-06-25 16:19:15,620 - mmaction - INFO - Epoch [42][740/3757] lr: 2.000e-04, eta: 3:11:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0555, loss: 1.0555 2020-06-25 16:19:21,604 - mmaction - INFO - Epoch [42][760/3757] lr: 2.000e-04, eta: 3:11:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3426, loss: 1.3426 2020-06-25 16:19:27,604 - mmaction - INFO - Epoch [42][780/3757] lr: 2.000e-04, eta: 3:11:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1080, loss: 1.1080 2020-06-25 16:19:33,617 - mmaction - INFO - Epoch [42][800/3757] lr: 2.000e-04, eta: 3:11:21, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9508, loss: 0.9508 2020-06-25 16:19:39,636 - mmaction - INFO - Epoch [42][820/3757] lr: 2.000e-04, eta: 3:11:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.1950, loss: 1.1950 2020-06-25 16:19:45,623 - mmaction - INFO - Epoch [42][840/3757] lr: 2.000e-04, eta: 3:11:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2439, loss: 1.2439 2020-06-25 16:19:51,606 - mmaction - INFO - Epoch [42][860/3757] lr: 2.000e-04, eta: 3:10:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1199, loss: 1.1199 2020-06-25 16:19:57,593 - mmaction - INFO - Epoch [42][880/3757] lr: 2.000e-04, eta: 3:10:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9138, loss: 0.9138 2020-06-25 16:20:03,737 - mmaction - INFO - Epoch [42][900/3757] lr: 2.000e-04, eta: 3:10:45, time: 0.308, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9437, loss_cls: 0.8676, loss: 0.8676 2020-06-25 16:20:09,742 - mmaction - INFO - Epoch [42][920/3757] lr: 2.000e-04, eta: 3:10:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1024, loss: 1.1024 2020-06-25 16:20:15,743 - mmaction - INFO - Epoch [42][940/3757] lr: 2.000e-04, eta: 3:10:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0366, loss: 1.0366 2020-06-25 16:20:21,724 - mmaction - INFO - Epoch [42][960/3757] lr: 2.000e-04, eta: 3:10:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0728, loss: 1.0728 2020-06-25 16:20:27,721 - mmaction - INFO - Epoch [42][980/3757] lr: 2.000e-04, eta: 3:10:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9964, loss: 0.9964 2020-06-25 16:20:33,695 - mmaction - INFO - Epoch [42][1000/3757] lr: 2.000e-04, eta: 3:10:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1304, loss: 1.1304 2020-06-25 16:20:39,701 - mmaction - INFO - Epoch [42][1020/3757] lr: 2.000e-04, eta: 3:10:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9191, loss: 0.9191 2020-06-25 16:20:45,685 - mmaction - INFO - Epoch [42][1040/3757] lr: 2.000e-04, eta: 3:09:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2597, loss: 1.2597 2020-06-25 16:20:51,667 - mmaction - INFO - Epoch [42][1060/3757] lr: 2.000e-04, eta: 3:09:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2654, loss: 1.2654 2020-06-25 16:20:57,664 - mmaction - INFO - Epoch [42][1080/3757] lr: 2.000e-04, eta: 3:09:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1782, loss: 1.1782 2020-06-25 16:21:03,646 - mmaction - INFO - Epoch [42][1100/3757] lr: 2.000e-04, eta: 3:09:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0551, loss: 1.0551 2020-06-25 16:21:09,617 - mmaction - INFO - Epoch [42][1120/3757] lr: 2.000e-04, eta: 3:09:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0314, loss: 1.0314 2020-06-25 16:21:15,608 - mmaction - INFO - Epoch [42][1140/3757] lr: 2.000e-04, eta: 3:09:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0083, loss: 1.0083 2020-06-25 16:21:21,596 - mmaction - INFO - Epoch [42][1160/3757] lr: 2.000e-04, eta: 3:09:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2098, loss: 1.2098 2020-06-25 16:21:27,582 - mmaction - INFO - Epoch [42][1180/3757] lr: 2.000e-04, eta: 3:09:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0106, loss: 1.0106 2020-06-25 16:21:33,599 - mmaction - INFO - Epoch [42][1200/3757] lr: 2.000e-04, eta: 3:08:58, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1088, loss: 1.1088 2020-06-25 16:21:39,597 - mmaction - INFO - Epoch [42][1220/3757] lr: 2.000e-04, eta: 3:08:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3517, loss: 1.3517 2020-06-25 16:21:45,580 - mmaction - INFO - Epoch [42][1240/3757] lr: 2.000e-04, eta: 3:08:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0360, loss: 1.0360 2020-06-25 16:21:51,848 - mmaction - INFO - Epoch [42][1260/3757] lr: 2.000e-04, eta: 3:08:36, time: 0.313, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1047, loss: 1.1047 2020-06-25 16:21:57,861 - mmaction - INFO - Epoch [42][1280/3757] lr: 2.000e-04, eta: 3:08:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1176, loss: 1.1176 2020-06-25 16:22:03,872 - mmaction - INFO - Epoch [42][1300/3757] lr: 2.000e-04, eta: 3:08:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0451, loss: 1.0451 2020-06-25 16:22:09,872 - mmaction - INFO - Epoch [42][1320/3757] lr: 2.000e-04, eta: 3:08:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 0.9480, loss: 0.9480 2020-06-25 16:22:15,889 - mmaction - INFO - Epoch [42][1340/3757] lr: 2.000e-04, eta: 3:08:08, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.0928, loss: 1.0928 2020-06-25 16:22:21,878 - mmaction - INFO - Epoch [42][1360/3757] lr: 2.000e-04, eta: 3:08:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.1442, loss: 1.1442 2020-06-25 16:22:27,861 - mmaction - INFO - Epoch [42][1380/3757] lr: 2.000e-04, eta: 3:07:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1812, loss: 1.1812 2020-06-25 16:22:33,829 - mmaction - INFO - Epoch [42][1400/3757] lr: 2.000e-04, eta: 3:07:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9450, loss: 0.9450 2020-06-25 16:22:39,821 - mmaction - INFO - Epoch [42][1420/3757] lr: 2.000e-04, eta: 3:07:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0898, loss: 1.0898 2020-06-25 16:22:45,837 - mmaction - INFO - Epoch [42][1440/3757] lr: 2.000e-04, eta: 3:07:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1250, loss: 1.1250 2020-06-25 16:22:51,846 - mmaction - INFO - Epoch [42][1460/3757] lr: 2.000e-04, eta: 3:07:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.8938, loss_cls: 0.9170, loss: 0.9170 2020-06-25 16:22:57,864 - mmaction - INFO - Epoch [42][1480/3757] lr: 2.000e-04, eta: 3:07:18, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2028, loss: 1.2028 2020-06-25 16:23:03,849 - mmaction - INFO - Epoch [42][1500/3757] lr: 2.000e-04, eta: 3:07:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1424, loss: 1.1424 2020-06-25 16:23:09,843 - mmaction - INFO - Epoch [42][1520/3757] lr: 2.000e-04, eta: 3:07:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.0879, loss: 1.0879 2020-06-25 16:23:15,825 - mmaction - INFO - Epoch [42][1540/3757] lr: 2.000e-04, eta: 3:06:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.1177, loss: 1.1177 2020-06-25 16:23:21,842 - mmaction - INFO - Epoch [42][1560/3757] lr: 2.000e-04, eta: 3:06:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9437, loss_cls: 0.8888, loss: 0.8888 2020-06-25 16:23:27,838 - mmaction - INFO - Epoch [42][1580/3757] lr: 2.000e-04, eta: 3:06:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9571, loss: 0.9571 2020-06-25 16:23:33,834 - mmaction - INFO - Epoch [42][1600/3757] lr: 2.000e-04, eta: 3:06:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9831, loss: 0.9831 2020-06-25 16:23:39,836 - mmaction - INFO - Epoch [42][1620/3757] lr: 2.000e-04, eta: 3:06:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9142, loss: 0.9142 2020-06-25 16:23:45,836 - mmaction - INFO - Epoch [42][1640/3757] lr: 2.000e-04, eta: 3:06:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0587, loss: 1.0587 2020-06-25 16:23:51,818 - mmaction - INFO - Epoch [42][1660/3757] lr: 2.000e-04, eta: 3:06:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9451, loss: 0.9451 2020-06-25 16:23:57,799 - mmaction - INFO - Epoch [42][1680/3757] lr: 2.000e-04, eta: 3:06:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3937, loss: 1.3937 2020-06-25 16:24:03,780 - mmaction - INFO - Epoch [42][1700/3757] lr: 2.000e-04, eta: 3:05:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0932, loss: 1.0932 2020-06-25 16:24:09,771 - mmaction - INFO - Epoch [42][1720/3757] lr: 2.000e-04, eta: 3:05:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.1451, loss: 1.1451 2020-06-25 16:24:15,760 - mmaction - INFO - Epoch [42][1740/3757] lr: 2.000e-04, eta: 3:05:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0200, loss: 1.0200 2020-06-25 16:24:21,747 - mmaction - INFO - Epoch [42][1760/3757] lr: 2.000e-04, eta: 3:05:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0554, loss: 1.0554 2020-06-25 16:24:27,772 - mmaction - INFO - Epoch [42][1780/3757] lr: 2.000e-04, eta: 3:05:30, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1635, loss: 1.1635 2020-06-25 16:24:33,758 - mmaction - INFO - Epoch [42][1800/3757] lr: 2.000e-04, eta: 3:05:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9896, loss: 0.9896 2020-06-25 16:24:39,751 - mmaction - INFO - Epoch [42][1820/3757] lr: 2.000e-04, eta: 3:05:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2788, loss: 1.2788 2020-06-25 16:24:45,724 - mmaction - INFO - Epoch [42][1840/3757] lr: 2.000e-04, eta: 3:05:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0592, loss: 1.0592 2020-06-25 16:24:51,732 - mmaction - INFO - Epoch [42][1860/3757] lr: 2.000e-04, eta: 3:05:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.1145, loss: 1.1145 2020-06-25 16:24:57,704 - mmaction - INFO - Epoch [42][1880/3757] lr: 2.000e-04, eta: 3:04:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8688, loss_cls: 1.1013, loss: 1.1013 2020-06-25 16:25:03,949 - mmaction - INFO - Epoch [42][1900/3757] lr: 2.000e-04, eta: 3:04:48, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2423, loss: 1.2423 2020-06-25 16:25:09,956 - mmaction - INFO - Epoch [42][1920/3757] lr: 2.000e-04, eta: 3:04:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1059, loss: 1.1059 2020-06-25 16:25:15,960 - mmaction - INFO - Epoch [42][1940/3757] lr: 2.000e-04, eta: 3:04:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1281, loss: 1.1281 2020-06-25 16:25:21,918 - mmaction - INFO - Epoch [42][1960/3757] lr: 2.000e-04, eta: 3:04:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3289, loss: 1.3289 2020-06-25 16:25:27,939 - mmaction - INFO - Epoch [42][1980/3757] lr: 2.000e-04, eta: 3:04:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 0.9714, loss: 0.9714 2020-06-25 16:25:33,929 - mmaction - INFO - Epoch [42][2000/3757] lr: 2.000e-04, eta: 3:04:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.9550, loss: 0.9550 2020-06-25 16:25:39,926 - mmaction - INFO - Epoch [42][2020/3757] lr: 2.000e-04, eta: 3:04:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1356, loss: 1.1356 2020-06-25 16:25:45,900 - mmaction - INFO - Epoch [42][2040/3757] lr: 2.000e-04, eta: 3:03:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.2918, loss: 1.2918 2020-06-25 16:25:51,876 - mmaction - INFO - Epoch [42][2060/3757] lr: 2.000e-04, eta: 3:03:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1693, loss: 1.1693 2020-06-25 16:25:57,868 - mmaction - INFO - Epoch [42][2080/3757] lr: 2.000e-04, eta: 3:03:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1708, loss: 1.1708 2020-06-25 16:26:03,855 - mmaction - INFO - Epoch [42][2100/3757] lr: 2.000e-04, eta: 3:03:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8844, loss: 0.8844 2020-06-25 16:26:09,840 - mmaction - INFO - Epoch [42][2120/3757] lr: 2.000e-04, eta: 3:03:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4081, loss: 1.4081 2020-06-25 16:26:15,815 - mmaction - INFO - Epoch [42][2140/3757] lr: 2.000e-04, eta: 3:03:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1730, loss: 1.1730 2020-06-25 16:26:21,831 - mmaction - INFO - Epoch [42][2160/3757] lr: 2.000e-04, eta: 3:03:15, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0399, loss: 1.0399 2020-06-25 16:26:27,800 - mmaction - INFO - Epoch [42][2180/3757] lr: 2.000e-04, eta: 3:03:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3674, loss: 1.3674 2020-06-25 16:26:33,797 - mmaction - INFO - Epoch [42][2200/3757] lr: 2.000e-04, eta: 3:03:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3391, loss: 1.3391 2020-06-25 16:26:39,748 - mmaction - INFO - Epoch [42][2220/3757] lr: 2.000e-04, eta: 3:02:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2010, loss: 1.2010 2020-06-25 16:26:45,749 - mmaction - INFO - Epoch [42][2240/3757] lr: 2.000e-04, eta: 3:02:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2217, loss: 1.2217 2020-06-25 16:26:51,765 - mmaction - INFO - Epoch [42][2260/3757] lr: 2.000e-04, eta: 3:02:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1131, loss: 1.1131 2020-06-25 16:26:57,733 - mmaction - INFO - Epoch [42][2280/3757] lr: 2.000e-04, eta: 3:02:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0035, loss: 1.0035 2020-06-25 16:27:03,723 - mmaction - INFO - Epoch [42][2300/3757] lr: 2.000e-04, eta: 3:02:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1986, loss: 1.1986 2020-06-25 16:27:09,732 - mmaction - INFO - Epoch [42][2320/3757] lr: 2.000e-04, eta: 3:02:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135 2020-06-25 16:27:15,701 - mmaction - INFO - Epoch [42][2340/3757] lr: 2.000e-04, eta: 3:02:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0662, loss: 1.0662 2020-06-25 16:27:21,685 - mmaction - INFO - Epoch [42][2360/3757] lr: 2.000e-04, eta: 3:02:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2356, loss: 1.2356 2020-06-25 16:27:27,644 - mmaction - INFO - Epoch [42][2380/3757] lr: 2.000e-04, eta: 3:01:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0634, loss: 1.0634 2020-06-25 16:27:33,622 - mmaction - INFO - Epoch [42][2400/3757] lr: 2.000e-04, eta: 3:01:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0690, loss: 1.0690 2020-06-25 16:27:39,631 - mmaction - INFO - Epoch [42][2420/3757] lr: 2.000e-04, eta: 3:01:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1709, loss: 1.1709 2020-06-25 16:27:45,641 - mmaction - INFO - Epoch [42][2440/3757] lr: 2.000e-04, eta: 3:01:35, time: 0.301, data_time: 0.002, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1076, loss: 1.1076 2020-06-25 16:27:51,622 - mmaction - INFO - Epoch [42][2460/3757] lr: 2.000e-04, eta: 3:01:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8375, loss_cls: 1.2032, loss: 1.2032 2020-06-25 16:27:57,601 - mmaction - INFO - Epoch [42][2480/3757] lr: 2.000e-04, eta: 3:01:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 1.0406, loss: 1.0406 2020-06-25 16:28:03,607 - mmaction - INFO - Epoch [42][2500/3757] lr: 2.000e-04, eta: 3:01:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.3694, loss: 1.3694 2020-06-25 16:28:09,581 - mmaction - INFO - Epoch [42][2520/3757] lr: 2.000e-04, eta: 3:01:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1543, loss: 1.1543 2020-06-25 16:28:15,600 - mmaction - INFO - Epoch [42][2540/3757] lr: 2.000e-04, eta: 3:00:59, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1096, loss: 1.1096 2020-06-25 16:28:21,590 - mmaction - INFO - Epoch [42][2560/3757] lr: 2.000e-04, eta: 3:00:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9861, loss: 0.9861 2020-06-25 16:28:27,554 - mmaction - INFO - Epoch [42][2580/3757] lr: 2.000e-04, eta: 3:00:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1621, loss: 1.1621 2020-06-25 16:28:33,533 - mmaction - INFO - Epoch [42][2600/3757] lr: 2.000e-04, eta: 3:00:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9298, loss: 0.9298 2020-06-25 16:28:39,515 - mmaction - INFO - Epoch [42][2620/3757] lr: 2.000e-04, eta: 3:00:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9895, loss: 0.9895 2020-06-25 16:28:45,489 - mmaction - INFO - Epoch [42][2640/3757] lr: 2.000e-04, eta: 3:00:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0357, loss: 1.0357 2020-06-25 16:28:51,467 - mmaction - INFO - Epoch [42][2660/3757] lr: 2.000e-04, eta: 3:00:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9639, loss: 0.9639 2020-06-25 16:28:57,440 - mmaction - INFO - Epoch [42][2680/3757] lr: 2.000e-04, eta: 3:00:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.0863, loss: 1.0863 2020-06-25 16:29:03,427 - mmaction - INFO - Epoch [42][2700/3757] lr: 2.000e-04, eta: 3:00:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1184, loss: 1.1184 2020-06-25 16:29:09,403 - mmaction - INFO - Epoch [42][2720/3757] lr: 2.000e-04, eta: 2:59:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.1971, loss: 1.1971 2020-06-25 16:29:15,378 - mmaction - INFO - Epoch [42][2740/3757] lr: 2.000e-04, eta: 2:59:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0758, loss: 1.0758 2020-06-25 16:29:21,347 - mmaction - INFO - Epoch [42][2760/3757] lr: 2.000e-04, eta: 2:59:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1353, loss: 1.1353 2020-06-25 16:29:27,324 - mmaction - INFO - Epoch [42][2780/3757] lr: 2.000e-04, eta: 2:59:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2481, loss: 1.2481 2020-06-25 16:29:33,296 - mmaction - INFO - Epoch [42][2800/3757] lr: 2.000e-04, eta: 2:59:26, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0645, loss: 1.0645 2020-06-25 16:29:39,296 - mmaction - INFO - Epoch [42][2820/3757] lr: 2.000e-04, eta: 2:59:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.4382, loss: 1.4382 2020-06-25 16:29:45,256 - mmaction - INFO - Epoch [42][2840/3757] lr: 2.000e-04, eta: 2:59:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1433, loss: 1.1433 2020-06-25 16:29:51,223 - mmaction - INFO - Epoch [42][2860/3757] lr: 2.000e-04, eta: 2:59:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2793, loss: 1.2793 2020-06-25 16:29:57,221 - mmaction - INFO - Epoch [42][2880/3757] lr: 2.000e-04, eta: 2:58:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1649, loss: 1.1649 2020-06-25 16:30:03,219 - mmaction - INFO - Epoch [42][2900/3757] lr: 2.000e-04, eta: 2:58:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9857, loss: 0.9857 2020-06-25 16:30:09,203 - mmaction - INFO - Epoch [42][2920/3757] lr: 2.000e-04, eta: 2:58:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1679, loss: 1.1679 2020-06-25 16:30:15,195 - mmaction - INFO - Epoch [42][2940/3757] lr: 2.000e-04, eta: 2:58:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2195, loss: 1.2195 2020-06-25 16:30:21,203 - mmaction - INFO - Epoch [42][2960/3757] lr: 2.000e-04, eta: 2:58:29, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2159, loss: 1.2159 2020-06-25 16:30:27,156 - mmaction - INFO - Epoch [42][2980/3757] lr: 2.000e-04, eta: 2:58:22, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0801, loss: 1.0801 2020-06-25 16:30:33,156 - mmaction - INFO - Epoch [42][3000/3757] lr: 2.000e-04, eta: 2:58:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0860, loss: 1.0860 2020-06-25 16:30:39,141 - mmaction - INFO - Epoch [42][3020/3757] lr: 2.000e-04, eta: 2:58:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1199, loss: 1.1199 2020-06-25 16:30:45,148 - mmaction - INFO - Epoch [42][3040/3757] lr: 2.000e-04, eta: 2:58:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3458, loss: 1.3458 2020-06-25 16:30:51,144 - mmaction - INFO - Epoch [42][3060/3757] lr: 2.000e-04, eta: 2:57:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9545, loss: 0.9545 2020-06-25 16:30:57,128 - mmaction - INFO - Epoch [42][3080/3757] lr: 2.000e-04, eta: 2:57:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2639, loss: 1.2639 2020-06-25 16:31:03,096 - mmaction - INFO - Epoch [42][3100/3757] lr: 2.000e-04, eta: 2:57:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3757, loss: 1.3757 2020-06-25 16:31:09,102 - mmaction - INFO - Epoch [42][3120/3757] lr: 2.000e-04, eta: 2:57:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1553, loss: 1.1553 2020-06-25 16:31:15,096 - mmaction - INFO - Epoch [42][3140/3757] lr: 2.000e-04, eta: 2:57:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1921, loss: 1.1921 2020-06-25 16:31:21,075 - mmaction - INFO - Epoch [42][3160/3757] lr: 2.000e-04, eta: 2:57:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1899, loss: 1.1899 2020-06-25 16:31:27,060 - mmaction - INFO - Epoch [42][3180/3757] lr: 2.000e-04, eta: 2:57:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8125, loss_cls: 1.2991, loss: 1.2991 2020-06-25 16:31:33,035 - mmaction - INFO - Epoch [42][3200/3757] lr: 2.000e-04, eta: 2:57:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 1.0215, loss: 1.0215 2020-06-25 16:31:38,998 - mmaction - INFO - Epoch [42][3220/3757] lr: 2.000e-04, eta: 2:56:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1674, loss: 1.1674 2020-06-25 16:31:44,971 - mmaction - INFO - Epoch [42][3240/3757] lr: 2.000e-04, eta: 2:56:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0863, loss: 1.0863 2020-06-25 16:31:50,971 - mmaction - INFO - Epoch [42][3260/3757] lr: 2.000e-04, eta: 2:56:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0111, loss: 1.0111 2020-06-25 16:31:56,977 - mmaction - INFO - Epoch [42][3280/3757] lr: 2.000e-04, eta: 2:56:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1816, loss: 1.1816 2020-06-25 16:32:02,958 - mmaction - INFO - Epoch [42][3300/3757] lr: 2.000e-04, eta: 2:56:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3057, loss: 1.3057 2020-06-25 16:32:08,919 - mmaction - INFO - Epoch [42][3320/3757] lr: 2.000e-04, eta: 2:56:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3636, loss: 1.3636 2020-06-25 16:32:14,926 - mmaction - INFO - Epoch [42][3340/3757] lr: 2.000e-04, eta: 2:56:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1466, loss: 1.1466 2020-06-25 16:32:20,900 - mmaction - INFO - Epoch [42][3360/3757] lr: 2.000e-04, eta: 2:56:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1599, loss: 1.1599 2020-06-25 16:32:26,889 - mmaction - INFO - Epoch [42][3380/3757] lr: 2.000e-04, eta: 2:56:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9551, loss: 0.9551 2020-06-25 16:32:32,850 - mmaction - INFO - Epoch [42][3400/3757] lr: 2.000e-04, eta: 2:55:52, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0594, loss: 1.0594 2020-06-25 16:32:38,826 - mmaction - INFO - Epoch [42][3420/3757] lr: 2.000e-04, eta: 2:55:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9425, loss: 0.9425 2020-06-25 16:32:44,803 - mmaction - INFO - Epoch [42][3440/3757] lr: 2.000e-04, eta: 2:55:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0209, loss: 1.0209 2020-06-25 16:32:50,774 - mmaction - INFO - Epoch [42][3460/3757] lr: 2.000e-04, eta: 2:55:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9215, loss: 0.9215 2020-06-25 16:32:56,774 - mmaction - INFO - Epoch [42][3480/3757] lr: 2.000e-04, eta: 2:55:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 0.9692, loss: 0.9692 2020-06-25 16:33:02,758 - mmaction - INFO - Epoch [42][3500/3757] lr: 2.000e-04, eta: 2:55:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1174, loss: 1.1174 2020-06-25 16:33:08,725 - mmaction - INFO - Epoch [42][3520/3757] lr: 2.000e-04, eta: 2:55:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1714, loss: 1.1714 2020-06-25 16:33:14,723 - mmaction - INFO - Epoch [42][3540/3757] lr: 2.000e-04, eta: 2:55:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0749, loss: 1.0749 2020-06-25 16:33:20,691 - mmaction - INFO - Epoch [42][3560/3757] lr: 2.000e-04, eta: 2:54:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3475, loss: 1.3475 2020-06-25 16:33:26,662 - mmaction - INFO - Epoch [42][3580/3757] lr: 2.000e-04, eta: 2:54:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1084, loss: 1.1084 2020-06-25 16:33:32,657 - mmaction - INFO - Epoch [42][3600/3757] lr: 2.000e-04, eta: 2:54:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 0.9648, loss: 0.9648 2020-06-25 16:33:38,645 - mmaction - INFO - Epoch [42][3620/3757] lr: 2.000e-04, eta: 2:54:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0531, loss: 1.0531 2020-06-25 16:33:44,628 - mmaction - INFO - Epoch [42][3640/3757] lr: 2.000e-04, eta: 2:54:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 1.0568, loss: 1.0568 2020-06-25 16:33:50,597 - mmaction - INFO - Epoch [42][3660/3757] lr: 2.000e-04, eta: 2:54:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0511, loss: 1.0511 2020-06-25 16:33:56,594 - mmaction - INFO - Epoch [42][3680/3757] lr: 2.000e-04, eta: 2:54:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9980, loss: 0.9980 2020-06-25 16:34:02,561 - mmaction - INFO - Epoch [42][3700/3757] lr: 2.000e-04, eta: 2:54:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9402, loss: 0.9402 2020-06-25 16:34:08,533 - mmaction - INFO - Epoch [42][3720/3757] lr: 2.000e-04, eta: 2:53:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1462, loss: 1.1462 2020-06-25 16:34:14,542 - mmaction - INFO - Epoch [42][3740/3757] lr: 2.000e-04, eta: 2:53:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0412, loss: 1.0412 2020-06-25 16:37:54,184 - mmaction - INFO - Epoch [43][20/3757] lr: 2.000e-04, eta: 2:54:16, time: 10.383, data_time: 9.972, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 0.9732, loss: 0.9732 2020-06-25 16:38:00,232 - mmaction - INFO - Epoch [43][40/3757] lr: 2.000e-04, eta: 2:54:08, time: 0.304, data_time: 0.005, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3067, loss: 1.3067 2020-06-25 16:38:06,209 - mmaction - INFO - Epoch [43][60/3757] lr: 2.000e-04, eta: 2:54:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9715, loss: 0.9715 2020-06-25 16:38:12,192 - mmaction - INFO - Epoch [43][80/3757] lr: 2.000e-04, eta: 2:53:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1794, loss: 1.1794 2020-06-25 16:38:18,189 - mmaction - INFO - Epoch [43][100/3757] lr: 2.000e-04, eta: 2:53:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1482, loss: 1.1482 2020-06-25 16:38:24,192 - mmaction - INFO - Epoch [43][120/3757] lr: 2.000e-04, eta: 2:53:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9500, loss_cls: 1.0858, loss: 1.0858 2020-06-25 16:38:30,199 - mmaction - INFO - Epoch [43][140/3757] lr: 2.000e-04, eta: 2:53:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1978, loss: 1.1978 2020-06-25 16:38:36,194 - mmaction - INFO - Epoch [43][160/3757] lr: 2.000e-04, eta: 2:53:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9545, loss: 0.9545 2020-06-25 16:38:42,185 - mmaction - INFO - Epoch [43][180/3757] lr: 2.000e-04, eta: 2:53:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2829, loss: 1.2829 2020-06-25 16:38:48,187 - mmaction - INFO - Epoch [43][200/3757] lr: 2.000e-04, eta: 2:53:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2209, loss: 1.2209 2020-06-25 16:38:54,179 - mmaction - INFO - Epoch [43][220/3757] lr: 2.000e-04, eta: 2:53:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1204, loss: 1.1204 2020-06-25 16:39:00,182 - mmaction - INFO - Epoch [43][240/3757] lr: 2.000e-04, eta: 2:52:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1395, loss: 1.1395 2020-06-25 16:39:06,148 - mmaction - INFO - Epoch [43][260/3757] lr: 2.000e-04, eta: 2:52:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0679, loss: 1.0679 2020-06-25 16:39:12,132 - mmaction - INFO - Epoch [43][280/3757] lr: 2.000e-04, eta: 2:52:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1872, loss: 1.1872 2020-06-25 16:39:18,091 - mmaction - INFO - Epoch [43][300/3757] lr: 2.000e-04, eta: 2:52:36, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0954, loss: 1.0954 2020-06-25 16:39:24,106 - mmaction - INFO - Epoch [43][320/3757] lr: 2.000e-04, eta: 2:52:28, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9510, loss: 0.9510 2020-06-25 16:39:30,045 - mmaction - INFO - Epoch [43][340/3757] lr: 2.000e-04, eta: 2:52:21, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8765, loss: 0.8765 2020-06-25 16:39:36,024 - mmaction - INFO - Epoch [43][360/3757] lr: 2.000e-04, eta: 2:52:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0860, loss: 1.0860 2020-06-25 16:39:42,020 - mmaction - INFO - Epoch [43][380/3757] lr: 2.000e-04, eta: 2:52:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1335, loss: 1.1335 2020-06-25 16:39:48,007 - mmaction - INFO - Epoch [43][400/3757] lr: 2.000e-04, eta: 2:52:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1233, loss: 1.1233 2020-06-25 16:39:54,012 - mmaction - INFO - Epoch [43][420/3757] lr: 2.000e-04, eta: 2:51:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0466, loss: 1.0466 2020-06-25 16:40:00,010 - mmaction - INFO - Epoch [43][440/3757] lr: 2.000e-04, eta: 2:51:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2577, loss: 1.2577 2020-06-25 16:40:06,168 - mmaction - INFO - Epoch [43][460/3757] lr: 2.000e-04, eta: 2:51:38, time: 0.308, data_time: 0.003, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2823, loss: 1.2823 2020-06-25 16:40:12,166 - mmaction - INFO - Epoch [43][480/3757] lr: 2.000e-04, eta: 2:51:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1302, loss: 1.1302 2020-06-25 16:40:18,165 - mmaction - INFO - Epoch [43][500/3757] lr: 2.000e-04, eta: 2:51:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.1943, loss: 1.1943 2020-06-25 16:40:24,146 - mmaction - INFO - Epoch [43][520/3757] lr: 2.000e-04, eta: 2:51:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9044, loss: 0.9044 2020-06-25 16:40:30,132 - mmaction - INFO - Epoch [43][540/3757] lr: 2.000e-04, eta: 2:51:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1722, loss: 1.1722 2020-06-25 16:40:36,105 - mmaction - INFO - Epoch [43][560/3757] lr: 2.000e-04, eta: 2:51:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9555, loss: 0.9555 2020-06-25 16:40:42,097 - mmaction - INFO - Epoch [43][580/3757] lr: 2.000e-04, eta: 2:50:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9461, loss: 0.9461 2020-06-25 16:40:48,073 - mmaction - INFO - Epoch [43][600/3757] lr: 2.000e-04, eta: 2:50:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9500, loss_cls: 0.9596, loss: 0.9596 2020-06-25 16:40:54,027 - mmaction - INFO - Epoch [43][620/3757] lr: 2.000e-04, eta: 2:50:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1087, loss: 1.1087 2020-06-25 16:41:00,009 - mmaction - INFO - Epoch [43][640/3757] lr: 2.000e-04, eta: 2:50:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0448, loss: 1.0448 2020-06-25 16:41:05,995 - mmaction - INFO - Epoch [43][660/3757] lr: 2.000e-04, eta: 2:50:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9168, loss: 0.9168 2020-06-25 16:41:12,002 - mmaction - INFO - Epoch [43][680/3757] lr: 2.000e-04, eta: 2:50:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9500, loss_cls: 0.9168, loss: 0.9168 2020-06-25 16:41:17,967 - mmaction - INFO - Epoch [43][700/3757] lr: 2.000e-04, eta: 2:50:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2873, loss: 1.2873 2020-06-25 16:41:23,956 - mmaction - INFO - Epoch [43][720/3757] lr: 2.000e-04, eta: 2:50:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2029, loss: 1.2029 2020-06-25 16:41:29,927 - mmaction - INFO - Epoch [43][740/3757] lr: 2.000e-04, eta: 2:49:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0963, loss: 1.0963 2020-06-25 16:41:35,933 - mmaction - INFO - Epoch [43][760/3757] lr: 2.000e-04, eta: 2:49:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4184, loss: 1.4184 2020-06-25 16:41:41,949 - mmaction - INFO - Epoch [43][780/3757] lr: 2.000e-04, eta: 2:49:44, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2411, loss: 1.2411 2020-06-25 16:41:47,936 - mmaction - INFO - Epoch [43][800/3757] lr: 2.000e-04, eta: 2:49:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0491, loss: 1.0491 2020-06-25 16:41:53,912 - mmaction - INFO - Epoch [43][820/3757] lr: 2.000e-04, eta: 2:49:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.5369, loss: 1.5369 2020-06-25 16:41:59,901 - mmaction - INFO - Epoch [43][840/3757] lr: 2.000e-04, eta: 2:49:23, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 0.9793, loss: 0.9793 2020-06-25 16:42:05,921 - mmaction - INFO - Epoch [43][860/3757] lr: 2.000e-04, eta: 2:49:16, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9089, loss: 0.9089 2020-06-25 16:42:11,913 - mmaction - INFO - Epoch [43][880/3757] lr: 2.000e-04, eta: 2:49:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2303, loss: 1.2303 2020-06-25 16:42:17,887 - mmaction - INFO - Epoch [43][900/3757] lr: 2.000e-04, eta: 2:49:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.2839, loss: 1.2839 2020-06-25 16:42:23,870 - mmaction - INFO - Epoch [43][920/3757] lr: 2.000e-04, eta: 2:48:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0216, loss: 1.0216 2020-06-25 16:42:29,863 - mmaction - INFO - Epoch [43][940/3757] lr: 2.000e-04, eta: 2:48:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3226, loss: 1.3226 2020-06-25 16:42:35,856 - mmaction - INFO - Epoch [43][960/3757] lr: 2.000e-04, eta: 2:48:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1958, loss: 1.1958 2020-06-25 16:42:41,843 - mmaction - INFO - Epoch [43][980/3757] lr: 2.000e-04, eta: 2:48:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9964, loss: 0.9964 2020-06-25 16:42:47,840 - mmaction - INFO - Epoch [43][1000/3757] lr: 2.000e-04, eta: 2:48:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2105, loss: 1.2105 2020-06-25 16:42:53,837 - mmaction - INFO - Epoch [43][1020/3757] lr: 2.000e-04, eta: 2:48:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3131, loss: 1.3131 2020-06-25 16:42:59,785 - mmaction - INFO - Epoch [43][1040/3757] lr: 2.000e-04, eta: 2:48:11, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0685, loss: 1.0685 2020-06-25 16:43:05,762 - mmaction - INFO - Epoch [43][1060/3757] lr: 2.000e-04, eta: 2:48:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1157, loss: 1.1157 2020-06-25 16:43:11,781 - mmaction - INFO - Epoch [43][1080/3757] lr: 2.000e-04, eta: 2:47:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2224, loss: 1.2224 2020-06-25 16:43:17,762 - mmaction - INFO - Epoch [43][1100/3757] lr: 2.000e-04, eta: 2:47:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2345, loss: 1.2345 2020-06-25 16:43:23,705 - mmaction - INFO - Epoch [43][1120/3757] lr: 2.000e-04, eta: 2:47:43, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0219, loss: 1.0219 2020-06-25 16:43:29,693 - mmaction - INFO - Epoch [43][1140/3757] lr: 2.000e-04, eta: 2:47:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0078, loss: 1.0078 2020-06-25 16:43:35,661 - mmaction - INFO - Epoch [43][1160/3757] lr: 2.000e-04, eta: 2:47:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2385, loss: 1.2385 2020-06-25 16:43:41,668 - mmaction - INFO - Epoch [43][1180/3757] lr: 2.000e-04, eta: 2:47:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3259, loss: 1.3259 2020-06-25 16:43:47,662 - mmaction - INFO - Epoch [43][1200/3757] lr: 2.000e-04, eta: 2:47:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2044, loss: 1.2044 2020-06-25 16:43:53,646 - mmaction - INFO - Epoch [43][1220/3757] lr: 2.000e-04, eta: 2:47:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2646, loss: 1.2646 2020-06-25 16:43:59,636 - mmaction - INFO - Epoch [43][1240/3757] lr: 2.000e-04, eta: 2:47:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.2129, loss: 1.2129 2020-06-25 16:44:06,457 - mmaction - INFO - Epoch [43][1260/3757] lr: 2.000e-04, eta: 2:46:53, time: 0.341, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2206, loss: 1.2206 2020-06-25 16:44:12,447 - mmaction - INFO - Epoch [43][1280/3757] lr: 2.000e-04, eta: 2:46:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1460, loss: 1.1460 2020-06-25 16:44:18,446 - mmaction - INFO - Epoch [43][1300/3757] lr: 2.000e-04, eta: 2:46:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.1953, loss: 1.1953 2020-06-25 16:44:24,428 - mmaction - INFO - Epoch [43][1320/3757] lr: 2.000e-04, eta: 2:46:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9423, loss: 0.9423 2020-06-25 16:44:30,401 - mmaction - INFO - Epoch [43][1340/3757] lr: 2.000e-04, eta: 2:46:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9037, loss: 0.9037 2020-06-25 16:44:36,381 - mmaction - INFO - Epoch [43][1360/3757] lr: 2.000e-04, eta: 2:46:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2973, loss: 1.2973 2020-06-25 16:44:42,390 - mmaction - INFO - Epoch [43][1380/3757] lr: 2.000e-04, eta: 2:46:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3256, loss: 1.3256 2020-06-25 16:44:48,381 - mmaction - INFO - Epoch [43][1400/3757] lr: 2.000e-04, eta: 2:46:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1254, loss: 1.1254 2020-06-25 16:44:54,368 - mmaction - INFO - Epoch [43][1420/3757] lr: 2.000e-04, eta: 2:45:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.9469, loss: 0.9469 2020-06-25 16:45:00,357 - mmaction - INFO - Epoch [43][1440/3757] lr: 2.000e-04, eta: 2:45:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0939, loss: 1.0939 2020-06-25 16:45:07,155 - mmaction - INFO - Epoch [43][1460/3757] lr: 2.000e-04, eta: 2:45:42, time: 0.339, data_time: 0.007, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0998, loss: 1.0998 2020-06-25 16:45:13,175 - mmaction - INFO - Epoch [43][1480/3757] lr: 2.000e-04, eta: 2:45:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9981, loss: 0.9981 2020-06-25 16:45:19,173 - mmaction - INFO - Epoch [43][1500/3757] lr: 2.000e-04, eta: 2:45:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1329, loss: 1.1329 2020-06-25 16:45:25,154 - mmaction - INFO - Epoch [43][1520/3757] lr: 2.000e-04, eta: 2:45:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1315, loss: 1.1315 2020-06-25 16:45:31,158 - mmaction - INFO - Epoch [43][1540/3757] lr: 2.000e-04, eta: 2:45:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.8187, top5_acc: 0.8938, loss_cls: 0.8482, loss: 0.8482 2020-06-25 16:45:37,154 - mmaction - INFO - Epoch [43][1560/3757] lr: 2.000e-04, eta: 2:45:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1924, loss: 1.1924 2020-06-25 16:45:43,140 - mmaction - INFO - Epoch [43][1580/3757] lr: 2.000e-04, eta: 2:44:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2082, loss: 1.2082 2020-06-25 16:45:49,145 - mmaction - INFO - Epoch [43][1600/3757] lr: 2.000e-04, eta: 2:44:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2046, loss: 1.2046 2020-06-25 16:45:55,121 - mmaction - INFO - Epoch [43][1620/3757] lr: 2.000e-04, eta: 2:44:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8887, loss: 0.8887 2020-06-25 16:46:01,145 - mmaction - INFO - Epoch [43][1640/3757] lr: 2.000e-04, eta: 2:44:38, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1910, loss: 1.1910 2020-06-25 16:46:07,129 - mmaction - INFO - Epoch [43][1660/3757] lr: 2.000e-04, eta: 2:44:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1014, loss: 1.1014 2020-06-25 16:46:13,103 - mmaction - INFO - Epoch [43][1680/3757] lr: 2.000e-04, eta: 2:44:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0253, loss: 1.0253 2020-06-25 16:46:19,110 - mmaction - INFO - Epoch [43][1700/3757] lr: 2.000e-04, eta: 2:44:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3931, loss: 1.3931 2020-06-25 16:46:25,112 - mmaction - INFO - Epoch [43][1720/3757] lr: 2.000e-04, eta: 2:44:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0278, loss: 1.0278 2020-06-25 16:46:31,090 - mmaction - INFO - Epoch [43][1740/3757] lr: 2.000e-04, eta: 2:44:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1635, loss: 1.1635 2020-06-25 16:46:37,071 - mmaction - INFO - Epoch [43][1760/3757] lr: 2.000e-04, eta: 2:43:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0139, loss: 1.0139 2020-06-25 16:46:43,084 - mmaction - INFO - Epoch [43][1780/3757] lr: 2.000e-04, eta: 2:43:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3107, loss: 1.3107 2020-06-25 16:46:49,077 - mmaction - INFO - Epoch [43][1800/3757] lr: 2.000e-04, eta: 2:43:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0684, loss: 1.0684 2020-06-25 16:46:55,074 - mmaction - INFO - Epoch [43][1820/3757] lr: 2.000e-04, eta: 2:43:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1249, loss: 1.1249 2020-06-25 16:47:01,035 - mmaction - INFO - Epoch [43][1840/3757] lr: 2.000e-04, eta: 2:43:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1189, loss: 1.1189 2020-06-25 16:47:07,038 - mmaction - INFO - Epoch [43][1860/3757] lr: 2.000e-04, eta: 2:43:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.4286, loss: 1.4286 2020-06-25 16:47:13,013 - mmaction - INFO - Epoch [43][1880/3757] lr: 2.000e-04, eta: 2:43:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 0.9609, loss: 0.9609 2020-06-25 16:47:19,002 - mmaction - INFO - Epoch [43][1900/3757] lr: 2.000e-04, eta: 2:43:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9684, loss: 0.9684 2020-06-25 16:47:24,979 - mmaction - INFO - Epoch [43][1920/3757] lr: 2.000e-04, eta: 2:42:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9587, loss: 0.9587 2020-06-25 16:47:30,969 - mmaction - INFO - Epoch [43][1940/3757] lr: 2.000e-04, eta: 2:42:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1066, loss: 1.1066 2020-06-25 16:47:36,994 - mmaction - INFO - Epoch [43][1960/3757] lr: 2.000e-04, eta: 2:42:44, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3053, loss: 1.3053 2020-06-25 16:47:42,978 - mmaction - INFO - Epoch [43][1980/3757] lr: 2.000e-04, eta: 2:42:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8063, top5_acc: 0.9313, loss_cls: 0.8302, loss: 0.8302 2020-06-25 16:47:48,969 - mmaction - INFO - Epoch [43][2000/3757] lr: 2.000e-04, eta: 2:42:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9554, loss: 0.9554 2020-06-25 16:47:54,954 - mmaction - INFO - Epoch [43][2020/3757] lr: 2.000e-04, eta: 2:42:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2652, loss: 1.2652 2020-06-25 16:48:00,914 - mmaction - INFO - Epoch [43][2040/3757] lr: 2.000e-04, eta: 2:42:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3045, loss: 1.3045 2020-06-25 16:48:06,896 - mmaction - INFO - Epoch [43][2060/3757] lr: 2.000e-04, eta: 2:42:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0687, loss: 1.0687 2020-06-25 16:48:12,860 - mmaction - INFO - Epoch [43][2080/3757] lr: 2.000e-04, eta: 2:42:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4792, loss: 1.4792 2020-06-25 16:48:18,841 - mmaction - INFO - Epoch [43][2100/3757] lr: 2.000e-04, eta: 2:41:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1159, loss: 1.1159 2020-06-25 16:48:24,845 - mmaction - INFO - Epoch [43][2120/3757] lr: 2.000e-04, eta: 2:41:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2546, loss: 1.2546 2020-06-25 16:48:30,831 - mmaction - INFO - Epoch [43][2140/3757] lr: 2.000e-04, eta: 2:41:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.1105, loss: 1.1105 2020-06-25 16:48:36,803 - mmaction - INFO - Epoch [43][2160/3757] lr: 2.000e-04, eta: 2:41:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0076, loss: 1.0076 2020-06-25 16:48:42,791 - mmaction - INFO - Epoch [43][2180/3757] lr: 2.000e-04, eta: 2:41:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0336, loss: 1.0336 2020-06-25 16:48:48,770 - mmaction - INFO - Epoch [43][2200/3757] lr: 2.000e-04, eta: 2:41:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3353, loss: 1.3353 2020-06-25 16:48:54,758 - mmaction - INFO - Epoch [43][2220/3757] lr: 2.000e-04, eta: 2:41:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1918, loss: 1.1918 2020-06-25 16:49:00,717 - mmaction - INFO - Epoch [43][2240/3757] lr: 2.000e-04, eta: 2:41:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.1988, loss: 1.1988 2020-06-25 16:49:06,730 - mmaction - INFO - Epoch [43][2260/3757] lr: 2.000e-04, eta: 2:40:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8375, loss_cls: 1.2925, loss: 1.2925 2020-06-25 16:49:12,713 - mmaction - INFO - Epoch [43][2280/3757] lr: 2.000e-04, eta: 2:40:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1650, loss: 1.1650 2020-06-25 16:49:18,678 - mmaction - INFO - Epoch [43][2300/3757] lr: 2.000e-04, eta: 2:40:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9909, loss: 0.9909 2020-06-25 16:49:24,667 - mmaction - INFO - Epoch [43][2320/3757] lr: 2.000e-04, eta: 2:40:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9919, loss: 0.9919 2020-06-25 16:49:30,617 - mmaction - INFO - Epoch [43][2340/3757] lr: 2.000e-04, eta: 2:40:29, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1292, loss: 1.1292 2020-06-25 16:49:36,587 - mmaction - INFO - Epoch [43][2360/3757] lr: 2.000e-04, eta: 2:40:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9866, loss: 0.9866 2020-06-25 16:49:42,548 - mmaction - INFO - Epoch [43][2380/3757] lr: 2.000e-04, eta: 2:40:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0970, loss: 1.0970 2020-06-25 16:49:48,503 - mmaction - INFO - Epoch [43][2400/3757] lr: 2.000e-04, eta: 2:40:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3013, loss: 1.3013 2020-06-25 16:49:54,468 - mmaction - INFO - Epoch [43][2420/3757] lr: 2.000e-04, eta: 2:40:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1665, loss: 1.1665 2020-06-25 16:50:00,444 - mmaction - INFO - Epoch [43][2440/3757] lr: 2.000e-04, eta: 2:39:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.4925, loss: 1.4925 2020-06-25 16:50:06,436 - mmaction - INFO - Epoch [43][2460/3757] lr: 2.000e-04, eta: 2:39:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9920, loss: 0.9920 2020-06-25 16:50:12,433 - mmaction - INFO - Epoch [43][2480/3757] lr: 2.000e-04, eta: 2:39:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0340, loss: 1.0340 2020-06-25 16:50:18,428 - mmaction - INFO - Epoch [43][2500/3757] lr: 2.000e-04, eta: 2:39:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0505, loss: 1.0505 2020-06-25 16:50:24,425 - mmaction - INFO - Epoch [43][2520/3757] lr: 2.000e-04, eta: 2:39:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0545, loss: 1.0545 2020-06-25 16:50:30,427 - mmaction - INFO - Epoch [43][2540/3757] lr: 2.000e-04, eta: 2:39:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0340, loss: 1.0340 2020-06-25 16:50:36,418 - mmaction - INFO - Epoch [43][2560/3757] lr: 2.000e-04, eta: 2:39:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0636, loss: 1.0636 2020-06-25 16:50:42,406 - mmaction - INFO - Epoch [43][2580/3757] lr: 2.000e-04, eta: 2:39:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1178, loss: 1.1178 2020-06-25 16:50:48,399 - mmaction - INFO - Epoch [43][2600/3757] lr: 2.000e-04, eta: 2:38:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9932, loss: 0.9932 2020-06-25 16:50:54,384 - mmaction - INFO - Epoch [43][2620/3757] lr: 2.000e-04, eta: 2:38:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0352, loss: 1.0352 2020-06-25 16:51:00,362 - mmaction - INFO - Epoch [43][2640/3757] lr: 2.000e-04, eta: 2:38:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9069, loss: 0.9069 2020-06-25 16:51:06,352 - mmaction - INFO - Epoch [43][2660/3757] lr: 2.000e-04, eta: 2:38:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.2661, loss: 1.2661 2020-06-25 16:51:12,337 - mmaction - INFO - Epoch [43][2680/3757] lr: 2.000e-04, eta: 2:38:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1249, loss: 1.1249 2020-06-25 16:51:18,329 - mmaction - INFO - Epoch [43][2700/3757] lr: 2.000e-04, eta: 2:38:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9114, loss: 0.9114 2020-06-25 16:51:24,315 - mmaction - INFO - Epoch [43][2720/3757] lr: 2.000e-04, eta: 2:38:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1714, loss: 1.1714 2020-06-25 16:51:30,293 - mmaction - INFO - Epoch [43][2740/3757] lr: 2.000e-04, eta: 2:38:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9366, loss: 0.9366 2020-06-25 16:51:36,280 - mmaction - INFO - Epoch [43][2760/3757] lr: 2.000e-04, eta: 2:37:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0820, loss: 1.0820 2020-06-25 16:51:42,246 - mmaction - INFO - Epoch [43][2780/3757] lr: 2.000e-04, eta: 2:37:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1561, loss: 1.1561 2020-06-25 16:51:48,240 - mmaction - INFO - Epoch [43][2800/3757] lr: 2.000e-04, eta: 2:37:45, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1043, loss: 1.1043 2020-06-25 16:51:54,211 - mmaction - INFO - Epoch [43][2820/3757] lr: 2.000e-04, eta: 2:37:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1603, loss: 1.1603 2020-06-25 16:52:00,205 - mmaction - INFO - Epoch [43][2840/3757] lr: 2.000e-04, eta: 2:37:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2992, loss: 1.2992 2020-06-25 16:52:06,189 - mmaction - INFO - Epoch [43][2860/3757] lr: 2.000e-04, eta: 2:37:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2289, loss: 1.2289 2020-06-25 16:52:12,152 - mmaction - INFO - Epoch [43][2880/3757] lr: 2.000e-04, eta: 2:37:17, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2796, loss: 1.2796 2020-06-25 16:52:18,170 - mmaction - INFO - Epoch [43][2900/3757] lr: 2.000e-04, eta: 2:37:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0949, loss: 1.0949 2020-06-25 16:52:24,149 - mmaction - INFO - Epoch [43][2920/3757] lr: 2.000e-04, eta: 2:37:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9441, loss: 0.9441 2020-06-25 16:52:30,105 - mmaction - INFO - Epoch [43][2940/3757] lr: 2.000e-04, eta: 2:36:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1171, loss: 1.1171 2020-06-25 16:52:36,073 - mmaction - INFO - Epoch [43][2960/3757] lr: 2.000e-04, eta: 2:36:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0850, loss: 1.0850 2020-06-25 16:52:42,049 - mmaction - INFO - Epoch [43][2980/3757] lr: 2.000e-04, eta: 2:36:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0402, loss: 1.0402 2020-06-25 16:52:48,020 - mmaction - INFO - Epoch [43][3000/3757] lr: 2.000e-04, eta: 2:36:34, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2168, loss: 1.2168 2020-06-25 16:52:53,991 - mmaction - INFO - Epoch [43][3020/3757] lr: 2.000e-04, eta: 2:36:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1277, loss: 1.1277 2020-06-25 16:52:59,987 - mmaction - INFO - Epoch [43][3040/3757] lr: 2.000e-04, eta: 2:36:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0527, loss: 1.0527 2020-06-25 16:53:06,002 - mmaction - INFO - Epoch [43][3060/3757] lr: 2.000e-04, eta: 2:36:13, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.2084, loss: 1.2084 2020-06-25 16:53:11,998 - mmaction - INFO - Epoch [43][3080/3757] lr: 2.000e-04, eta: 2:36:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5385, loss: 1.5385 2020-06-25 16:53:18,004 - mmaction - INFO - Epoch [43][3100/3757] lr: 2.000e-04, eta: 2:35:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3264, loss: 1.3264 2020-06-25 16:53:23,994 - mmaction - INFO - Epoch [43][3120/3757] lr: 2.000e-04, eta: 2:35:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0191, loss: 1.0191 2020-06-25 16:53:29,982 - mmaction - INFO - Epoch [43][3140/3757] lr: 2.000e-04, eta: 2:35:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1925, loss: 1.1925 2020-06-25 16:53:35,955 - mmaction - INFO - Epoch [43][3160/3757] lr: 2.000e-04, eta: 2:35:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6543, loss: 1.6543 2020-06-25 16:53:41,939 - mmaction - INFO - Epoch [43][3180/3757] lr: 2.000e-04, eta: 2:35:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3145, loss: 1.3145 2020-06-25 16:53:47,946 - mmaction - INFO - Epoch [43][3200/3757] lr: 2.000e-04, eta: 2:35:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.0778, loss: 1.0778 2020-06-25 16:53:53,926 - mmaction - INFO - Epoch [43][3220/3757] lr: 2.000e-04, eta: 2:35:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.0094, loss: 1.0094 2020-06-25 16:53:59,921 - mmaction - INFO - Epoch [43][3240/3757] lr: 2.000e-04, eta: 2:35:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9709, loss: 0.9709 2020-06-25 16:54:05,902 - mmaction - INFO - Epoch [43][3260/3757] lr: 2.000e-04, eta: 2:35:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2697, loss: 1.2697 2020-06-25 16:54:11,878 - mmaction - INFO - Epoch [43][3280/3757] lr: 2.000e-04, eta: 2:34:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8763, loss: 0.8763 2020-06-25 16:54:17,871 - mmaction - INFO - Epoch [43][3300/3757] lr: 2.000e-04, eta: 2:34:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0160, loss: 1.0160 2020-06-25 16:54:23,875 - mmaction - INFO - Epoch [43][3320/3757] lr: 2.000e-04, eta: 2:34:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0718, loss: 1.0718 2020-06-25 16:54:29,842 - mmaction - INFO - Epoch [43][3340/3757] lr: 2.000e-04, eta: 2:34:33, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0178, loss: 1.0178 2020-06-25 16:54:35,842 - mmaction - INFO - Epoch [43][3360/3757] lr: 2.000e-04, eta: 2:34:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1758, loss: 1.1758 2020-06-25 16:54:41,856 - mmaction - INFO - Epoch [43][3380/3757] lr: 2.000e-04, eta: 2:34:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1600, loss: 1.1600 2020-06-25 16:54:47,814 - mmaction - INFO - Epoch [43][3400/3757] lr: 2.000e-04, eta: 2:34:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.0714, loss: 1.0714 2020-06-25 16:54:53,792 - mmaction - INFO - Epoch [43][3420/3757] lr: 2.000e-04, eta: 2:34:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2410, loss: 1.2410 2020-06-25 16:54:59,782 - mmaction - INFO - Epoch [43][3440/3757] lr: 2.000e-04, eta: 2:33:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0454, loss: 1.0454 2020-06-25 16:55:05,791 - mmaction - INFO - Epoch [43][3460/3757] lr: 2.000e-04, eta: 2:33:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2264, loss: 1.2264 2020-06-25 16:55:11,773 - mmaction - INFO - Epoch [43][3480/3757] lr: 2.000e-04, eta: 2:33:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0820, loss: 1.0820 2020-06-25 16:55:17,723 - mmaction - INFO - Epoch [43][3500/3757] lr: 2.000e-04, eta: 2:33:36, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3467, loss: 1.3467 2020-06-25 16:55:23,678 - mmaction - INFO - Epoch [43][3520/3757] lr: 2.000e-04, eta: 2:33:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4099, loss: 1.4099 2020-06-25 16:55:29,655 - mmaction - INFO - Epoch [43][3540/3757] lr: 2.000e-04, eta: 2:33:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0168, loss: 1.0168 2020-06-25 16:55:35,639 - mmaction - INFO - Epoch [43][3560/3757] lr: 2.000e-04, eta: 2:33:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.2379, loss: 1.2379 2020-06-25 16:55:41,597 - mmaction - INFO - Epoch [43][3580/3757] lr: 2.000e-04, eta: 2:33:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3310, loss: 1.3310 2020-06-25 16:55:47,573 - mmaction - INFO - Epoch [43][3600/3757] lr: 2.000e-04, eta: 2:33:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1027, loss: 1.1027 2020-06-25 16:55:53,559 - mmaction - INFO - Epoch [43][3620/3757] lr: 2.000e-04, eta: 2:32:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1653, loss: 1.1653 2020-06-25 16:55:59,561 - mmaction - INFO - Epoch [43][3640/3757] lr: 2.000e-04, eta: 2:32:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0892, loss: 1.0892 2020-06-25 16:56:05,540 - mmaction - INFO - Epoch [43][3660/3757] lr: 2.000e-04, eta: 2:32:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2277, loss: 1.2277 2020-06-25 16:56:11,526 - mmaction - INFO - Epoch [43][3680/3757] lr: 2.000e-04, eta: 2:32:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3405, loss: 1.3405 2020-06-25 16:56:17,497 - mmaction - INFO - Epoch [43][3700/3757] lr: 2.000e-04, eta: 2:32:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2148, loss: 1.2148 2020-06-25 16:56:23,512 - mmaction - INFO - Epoch [43][3720/3757] lr: 2.000e-04, eta: 2:32:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0543, loss: 1.0543 2020-06-25 16:56:29,495 - mmaction - INFO - Epoch [43][3740/3757] lr: 2.000e-04, eta: 2:32:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0009, loss: 1.0009 2020-06-25 17:00:06,683 - mmaction - INFO - Epoch [44][20/3757] lr: 2.000e-04, eta: 2:32:30, time: 10.249, data_time: 9.721, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0316, loss: 1.0316 2020-06-25 17:00:12,715 - mmaction - INFO - Epoch [44][40/3757] lr: 2.000e-04, eta: 2:32:23, time: 0.303, data_time: 0.003, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1463, loss: 1.1463 2020-06-25 17:00:18,707 - mmaction - INFO - Epoch [44][60/3757] lr: 2.000e-04, eta: 2:32:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0603, loss: 1.0603 2020-06-25 17:00:24,697 - mmaction - INFO - Epoch [44][80/3757] lr: 2.000e-04, eta: 2:32:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.0600, loss: 1.0600 2020-06-25 17:00:30,678 - mmaction - INFO - Epoch [44][100/3757] lr: 2.000e-04, eta: 2:32:01, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0408, loss: 1.0408 2020-06-25 17:00:36,698 - mmaction - INFO - Epoch [44][120/3757] lr: 2.000e-04, eta: 2:31:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3454, loss: 1.3454 2020-06-25 17:00:42,673 - mmaction - INFO - Epoch [44][140/3757] lr: 2.000e-04, eta: 2:31:47, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9316, loss: 0.9316 2020-06-25 17:00:48,665 - mmaction - INFO - Epoch [44][160/3757] lr: 2.000e-04, eta: 2:31:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1401, loss: 1.1401 2020-06-25 17:00:54,676 - mmaction - INFO - Epoch [44][180/3757] lr: 2.000e-04, eta: 2:31:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0156, loss: 1.0156 2020-06-25 17:01:00,668 - mmaction - INFO - Epoch [44][200/3757] lr: 2.000e-04, eta: 2:31:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.3288, loss: 1.3288 2020-06-25 17:01:06,699 - mmaction - INFO - Epoch [44][220/3757] lr: 2.000e-04, eta: 2:31:19, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9563, loss_cls: 0.9664, loss: 0.9664 2020-06-25 17:01:12,709 - mmaction - INFO - Epoch [44][240/3757] lr: 2.000e-04, eta: 2:31:11, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4553, loss: 1.4553 2020-06-25 17:01:18,709 - mmaction - INFO - Epoch [44][260/3757] lr: 2.000e-04, eta: 2:31:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3387, loss: 1.3387 2020-06-25 17:01:24,671 - mmaction - INFO - Epoch [44][280/3757] lr: 2.000e-04, eta: 2:30:57, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0243, loss: 1.0243 2020-06-25 17:01:30,672 - mmaction - INFO - Epoch [44][300/3757] lr: 2.000e-04, eta: 2:30:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2032, loss: 1.2032 2020-06-25 17:01:36,645 - mmaction - INFO - Epoch [44][320/3757] lr: 2.000e-04, eta: 2:30:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2157, loss: 1.2157 2020-06-25 17:01:42,605 - mmaction - INFO - Epoch [44][340/3757] lr: 2.000e-04, eta: 2:30:36, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0402, loss: 1.0402 2020-06-25 17:01:48,600 - mmaction - INFO - Epoch [44][360/3757] lr: 2.000e-04, eta: 2:30:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9124, loss: 0.9124 2020-06-25 17:01:54,579 - mmaction - INFO - Epoch [44][380/3757] lr: 2.000e-04, eta: 2:30:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.0697, loss: 1.0697 2020-06-25 17:02:00,561 - mmaction - INFO - Epoch [44][400/3757] lr: 2.000e-04, eta: 2:30:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2765, loss: 1.2765 2020-06-25 17:02:06,565 - mmaction - INFO - Epoch [44][420/3757] lr: 2.000e-04, eta: 2:30:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2303, loss: 1.2303 2020-06-25 17:02:12,556 - mmaction - INFO - Epoch [44][440/3757] lr: 2.000e-04, eta: 2:30:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9313, loss_cls: 0.9525, loss: 0.9525 2020-06-25 17:02:18,526 - mmaction - INFO - Epoch [44][460/3757] lr: 2.000e-04, eta: 2:29:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1594, loss: 1.1594 2020-06-25 17:02:24,483 - mmaction - INFO - Epoch [44][480/3757] lr: 2.000e-04, eta: 2:29:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9986, loss: 0.9986 2020-06-25 17:02:30,507 - mmaction - INFO - Epoch [44][500/3757] lr: 2.000e-04, eta: 2:29:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9786, loss: 0.9786 2020-06-25 17:02:36,520 - mmaction - INFO - Epoch [44][520/3757] lr: 2.000e-04, eta: 2:29:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0541, loss: 1.0541 2020-06-25 17:02:42,503 - mmaction - INFO - Epoch [44][540/3757] lr: 2.000e-04, eta: 2:29:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3196, loss: 1.3196 2020-06-25 17:02:48,493 - mmaction - INFO - Epoch [44][560/3757] lr: 2.000e-04, eta: 2:29:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9878, loss: 0.9878 2020-06-25 17:02:54,460 - mmaction - INFO - Epoch [44][580/3757] lr: 2.000e-04, eta: 2:29:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2261, loss: 1.2261 2020-06-25 17:03:00,438 - mmaction - INFO - Epoch [44][600/3757] lr: 2.000e-04, eta: 2:29:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9822, loss: 0.9822 2020-06-25 17:03:06,424 - mmaction - INFO - Epoch [44][620/3757] lr: 2.000e-04, eta: 2:28:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9772, loss: 0.9772 2020-06-25 17:03:12,382 - mmaction - INFO - Epoch [44][640/3757] lr: 2.000e-04, eta: 2:28:49, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 0.9970, loss: 0.9970 2020-06-25 17:03:18,367 - mmaction - INFO - Epoch [44][660/3757] lr: 2.000e-04, eta: 2:28:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2214, loss: 1.2214 2020-06-25 17:03:24,344 - mmaction - INFO - Epoch [44][680/3757] lr: 2.000e-04, eta: 2:28:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.2856, loss: 1.2856 2020-06-25 17:03:30,332 - mmaction - INFO - Epoch [44][700/3757] lr: 2.000e-04, eta: 2:28:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3360, loss: 1.3360 2020-06-25 17:03:36,311 - mmaction - INFO - Epoch [44][720/3757] lr: 2.000e-04, eta: 2:28:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0806, loss: 1.0806 2020-06-25 17:03:42,277 - mmaction - INFO - Epoch [44][740/3757] lr: 2.000e-04, eta: 2:28:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1024, loss: 1.1024 2020-06-25 17:03:48,256 - mmaction - INFO - Epoch [44][760/3757] lr: 2.000e-04, eta: 2:28:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1999, loss: 1.1999 2020-06-25 17:03:54,240 - mmaction - INFO - Epoch [44][780/3757] lr: 2.000e-04, eta: 2:27:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0679, loss: 1.0679 2020-06-25 17:04:00,229 - mmaction - INFO - Epoch [44][800/3757] lr: 2.000e-04, eta: 2:27:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0028, loss: 1.0028 2020-06-25 17:04:06,241 - mmaction - INFO - Epoch [44][820/3757] lr: 2.000e-04, eta: 2:27:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.9333, loss: 0.9333 2020-06-25 17:04:12,211 - mmaction - INFO - Epoch [44][840/3757] lr: 2.000e-04, eta: 2:27:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8643, loss: 0.8643 2020-06-25 17:04:18,212 - mmaction - INFO - Epoch [44][860/3757] lr: 2.000e-04, eta: 2:27:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1490, loss: 1.1490 2020-06-25 17:04:24,171 - mmaction - INFO - Epoch [44][880/3757] lr: 2.000e-04, eta: 2:27:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0353, loss: 1.0353 2020-06-25 17:04:30,165 - mmaction - INFO - Epoch [44][900/3757] lr: 2.000e-04, eta: 2:27:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0964, loss: 1.0964 2020-06-25 17:04:36,130 - mmaction - INFO - Epoch [44][920/3757] lr: 2.000e-04, eta: 2:27:09, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1914, loss: 1.1914 2020-06-25 17:04:42,094 - mmaction - INFO - Epoch [44][940/3757] lr: 2.000e-04, eta: 2:27:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0365, loss: 1.0365 2020-06-25 17:04:48,079 - mmaction - INFO - Epoch [44][960/3757] lr: 2.000e-04, eta: 2:26:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2883, loss: 1.2883 2020-06-25 17:04:54,043 - mmaction - INFO - Epoch [44][980/3757] lr: 2.000e-04, eta: 2:26:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0757, loss: 1.0757 2020-06-25 17:05:00,034 - mmaction - INFO - Epoch [44][1000/3757] lr: 2.000e-04, eta: 2:26:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3750, loss: 1.3750 2020-06-25 17:05:06,394 - mmaction - INFO - Epoch [44][1020/3757] lr: 2.000e-04, eta: 2:26:34, time: 0.318, data_time: 0.003, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0145, loss: 1.0145 2020-06-25 17:05:12,352 - mmaction - INFO - Epoch [44][1040/3757] lr: 2.000e-04, eta: 2:26:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0665, loss: 1.0665 2020-06-25 17:05:18,334 - mmaction - INFO - Epoch [44][1060/3757] lr: 2.000e-04, eta: 2:26:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1576, loss: 1.1576 2020-06-25 17:05:24,316 - mmaction - INFO - Epoch [44][1080/3757] lr: 2.000e-04, eta: 2:26:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0445, loss: 1.0445 2020-06-25 17:05:30,335 - mmaction - INFO - Epoch [44][1100/3757] lr: 2.000e-04, eta: 2:26:06, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9843, loss: 0.9843 2020-06-25 17:05:36,330 - mmaction - INFO - Epoch [44][1120/3757] lr: 2.000e-04, eta: 2:25:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0825, loss: 1.0825 2020-06-25 17:05:42,304 - mmaction - INFO - Epoch [44][1140/3757] lr: 2.000e-04, eta: 2:25:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1094, loss: 1.1094 2020-06-25 17:05:48,292 - mmaction - INFO - Epoch [44][1160/3757] lr: 2.000e-04, eta: 2:25:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0385, loss: 1.0385 2020-06-25 17:05:54,254 - mmaction - INFO - Epoch [44][1180/3757] lr: 2.000e-04, eta: 2:25:37, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8910, loss: 0.8910 2020-06-25 17:06:00,217 - mmaction - INFO - Epoch [44][1200/3757] lr: 2.000e-04, eta: 2:25:30, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9184, loss: 0.9184 2020-06-25 17:06:06,190 - mmaction - INFO - Epoch [44][1220/3757] lr: 2.000e-04, eta: 2:25:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1645, loss: 1.1645 2020-06-25 17:06:12,158 - mmaction - INFO - Epoch [44][1240/3757] lr: 2.000e-04, eta: 2:25:16, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2107, loss: 1.2107 2020-06-25 17:06:19,147 - mmaction - INFO - Epoch [44][1260/3757] lr: 2.000e-04, eta: 2:25:09, time: 0.349, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0602, loss: 1.0602 2020-06-25 17:06:25,136 - mmaction - INFO - Epoch [44][1280/3757] lr: 2.000e-04, eta: 2:25:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1067, loss: 1.1067 2020-06-25 17:06:31,122 - mmaction - INFO - Epoch [44][1300/3757] lr: 2.000e-04, eta: 2:24:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9351, loss: 0.9351 2020-06-25 17:06:37,124 - mmaction - INFO - Epoch [44][1320/3757] lr: 2.000e-04, eta: 2:24:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1153, loss: 1.1153 2020-06-25 17:06:43,117 - mmaction - INFO - Epoch [44][1340/3757] lr: 2.000e-04, eta: 2:24:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0855, loss: 1.0855 2020-06-25 17:06:49,104 - mmaction - INFO - Epoch [44][1360/3757] lr: 2.000e-04, eta: 2:24:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0900, loss: 1.0900 2020-06-25 17:06:55,097 - mmaction - INFO - Epoch [44][1380/3757] lr: 2.000e-04, eta: 2:24:26, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.0498, loss: 1.0498 2020-06-25 17:07:01,079 - mmaction - INFO - Epoch [44][1400/3757] lr: 2.000e-04, eta: 2:24:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2131, loss: 1.2131 2020-06-25 17:07:07,049 - mmaction - INFO - Epoch [44][1420/3757] lr: 2.000e-04, eta: 2:24:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1503, loss: 1.1503 2020-06-25 17:07:13,061 - mmaction - INFO - Epoch [44][1440/3757] lr: 2.000e-04, eta: 2:24:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8668, loss: 0.8668 2020-06-25 17:07:19,044 - mmaction - INFO - Epoch [44][1460/3757] lr: 2.000e-04, eta: 2:23:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0675, loss: 1.0675 2020-06-25 17:07:25,021 - mmaction - INFO - Epoch [44][1480/3757] lr: 2.000e-04, eta: 2:23:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2080, loss: 1.2080 2020-06-25 17:07:31,013 - mmaction - INFO - Epoch [44][1500/3757] lr: 2.000e-04, eta: 2:23:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1253, loss: 1.1253 2020-06-25 17:07:36,988 - mmaction - INFO - Epoch [44][1520/3757] lr: 2.000e-04, eta: 2:23:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1107, loss: 1.1107 2020-06-25 17:07:42,996 - mmaction - INFO - Epoch [44][1540/3757] lr: 2.000e-04, eta: 2:23:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0562, loss: 1.0562 2020-06-25 17:07:48,997 - mmaction - INFO - Epoch [44][1560/3757] lr: 2.000e-04, eta: 2:23:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1136, loss: 1.1136 2020-06-25 17:07:54,993 - mmaction - INFO - Epoch [44][1580/3757] lr: 2.000e-04, eta: 2:23:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1597, loss: 1.1597 2020-06-25 17:08:00,973 - mmaction - INFO - Epoch [44][1600/3757] lr: 2.000e-04, eta: 2:23:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1642, loss: 1.1642 2020-06-25 17:08:06,958 - mmaction - INFO - Epoch [44][1620/3757] lr: 2.000e-04, eta: 2:23:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.2814, loss: 1.2814 2020-06-25 17:08:12,965 - mmaction - INFO - Epoch [44][1640/3757] lr: 2.000e-04, eta: 2:22:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.9716, loss: 0.9716 2020-06-25 17:08:18,933 - mmaction - INFO - Epoch [44][1660/3757] lr: 2.000e-04, eta: 2:22:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9363, loss: 0.9363 2020-06-25 17:08:24,900 - mmaction - INFO - Epoch [44][1680/3757] lr: 2.000e-04, eta: 2:22:40, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0732, loss: 1.0732 2020-06-25 17:08:30,882 - mmaction - INFO - Epoch [44][1700/3757] lr: 2.000e-04, eta: 2:22:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.0835, loss: 1.0835 2020-06-25 17:08:36,899 - mmaction - INFO - Epoch [44][1720/3757] lr: 2.000e-04, eta: 2:22:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0165, loss: 1.0165 2020-06-25 17:08:42,919 - mmaction - INFO - Epoch [44][1740/3757] lr: 2.000e-04, eta: 2:22:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1692, loss: 1.1692 2020-06-25 17:08:48,899 - mmaction - INFO - Epoch [44][1760/3757] lr: 2.000e-04, eta: 2:22:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2788, loss: 1.2788 2020-06-25 17:08:54,883 - mmaction - INFO - Epoch [44][1780/3757] lr: 2.000e-04, eta: 2:22:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0696, loss: 1.0696 2020-06-25 17:09:00,854 - mmaction - INFO - Epoch [44][1800/3757] lr: 2.000e-04, eta: 2:21:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2532, loss: 1.2532 2020-06-25 17:09:06,859 - mmaction - INFO - Epoch [44][1820/3757] lr: 2.000e-04, eta: 2:21:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0499, loss: 1.0499 2020-06-25 17:09:12,852 - mmaction - INFO - Epoch [44][1840/3757] lr: 2.000e-04, eta: 2:21:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2600, loss: 1.2600 2020-06-25 17:09:18,845 - mmaction - INFO - Epoch [44][1860/3757] lr: 2.000e-04, eta: 2:21:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3189, loss: 1.3189 2020-06-25 17:09:24,854 - mmaction - INFO - Epoch [44][1880/3757] lr: 2.000e-04, eta: 2:21:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0753, loss: 1.0753 2020-06-25 17:09:30,851 - mmaction - INFO - Epoch [44][1900/3757] lr: 2.000e-04, eta: 2:21:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2216, loss: 1.2216 2020-06-25 17:09:36,856 - mmaction - INFO - Epoch [44][1920/3757] lr: 2.000e-04, eta: 2:21:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1027, loss: 1.1027 2020-06-25 17:09:42,875 - mmaction - INFO - Epoch [44][1940/3757] lr: 2.000e-04, eta: 2:21:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3091, loss: 1.3091 2020-06-25 17:09:48,862 - mmaction - INFO - Epoch [44][1960/3757] lr: 2.000e-04, eta: 2:21:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1517, loss: 1.1517 2020-06-25 17:09:54,857 - mmaction - INFO - Epoch [44][1980/3757] lr: 2.000e-04, eta: 2:20:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.3820, loss: 1.3820 2020-06-25 17:10:00,842 - mmaction - INFO - Epoch [44][2000/3757] lr: 2.000e-04, eta: 2:20:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 0.9953, loss: 0.9953 2020-06-25 17:10:07,147 - mmaction - INFO - Epoch [44][2020/3757] lr: 2.000e-04, eta: 2:20:39, time: 0.315, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0598, loss: 1.0598 2020-06-25 17:10:13,136 - mmaction - INFO - Epoch [44][2040/3757] lr: 2.000e-04, eta: 2:20:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 1.0067, loss: 1.0067 2020-06-25 17:10:19,097 - mmaction - INFO - Epoch [44][2060/3757] lr: 2.000e-04, eta: 2:20:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2447, loss: 1.2447 2020-06-25 17:10:25,061 - mmaction - INFO - Epoch [44][2080/3757] lr: 2.000e-04, eta: 2:20:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2110, loss: 1.2110 2020-06-25 17:10:31,050 - mmaction - INFO - Epoch [44][2100/3757] lr: 2.000e-04, eta: 2:20:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1478, loss: 1.1478 2020-06-25 17:10:37,044 - mmaction - INFO - Epoch [44][2120/3757] lr: 2.000e-04, eta: 2:20:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9573, loss: 0.9573 2020-06-25 17:10:43,048 - mmaction - INFO - Epoch [44][2140/3757] lr: 2.000e-04, eta: 2:19:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.1333, loss: 1.1333 2020-06-25 17:10:49,020 - mmaction - INFO - Epoch [44][2160/3757] lr: 2.000e-04, eta: 2:19:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1640, loss: 1.1640 2020-06-25 17:10:55,003 - mmaction - INFO - Epoch [44][2180/3757] lr: 2.000e-04, eta: 2:19:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1034, loss: 1.1034 2020-06-25 17:11:00,996 - mmaction - INFO - Epoch [44][2200/3757] lr: 2.000e-04, eta: 2:19:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2216, loss: 1.2216 2020-06-25 17:11:06,994 - mmaction - INFO - Epoch [44][2220/3757] lr: 2.000e-04, eta: 2:19:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1412, loss: 1.1412 2020-06-25 17:11:12,952 - mmaction - INFO - Epoch [44][2240/3757] lr: 2.000e-04, eta: 2:19:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9961, loss: 0.9961 2020-06-25 17:11:18,920 - mmaction - INFO - Epoch [44][2260/3757] lr: 2.000e-04, eta: 2:19:14, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1957, loss: 1.1957 2020-06-25 17:11:24,909 - mmaction - INFO - Epoch [44][2280/3757] lr: 2.000e-04, eta: 2:19:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2108, loss: 1.2108 2020-06-25 17:11:30,864 - mmaction - INFO - Epoch [44][2300/3757] lr: 2.000e-04, eta: 2:19:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3619, loss: 1.3619 2020-06-25 17:11:36,819 - mmaction - INFO - Epoch [44][2320/3757] lr: 2.000e-04, eta: 2:18:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0500, loss: 1.0500 2020-06-25 17:11:42,827 - mmaction - INFO - Epoch [44][2340/3757] lr: 2.000e-04, eta: 2:18:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2123, loss: 1.2123 2020-06-25 17:11:48,807 - mmaction - INFO - Epoch [44][2360/3757] lr: 2.000e-04, eta: 2:18:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2251, loss: 1.2251 2020-06-25 17:11:54,812 - mmaction - INFO - Epoch [44][2380/3757] lr: 2.000e-04, eta: 2:18:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 0.9298, loss: 0.9298 2020-06-25 17:12:00,820 - mmaction - INFO - Epoch [44][2400/3757] lr: 2.000e-04, eta: 2:18:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2496, loss: 1.2496 2020-06-25 17:12:06,810 - mmaction - INFO - Epoch [44][2420/3757] lr: 2.000e-04, eta: 2:18:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3578, loss: 1.3578 2020-06-25 17:12:12,796 - mmaction - INFO - Epoch [44][2440/3757] lr: 2.000e-04, eta: 2:18:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1470, loss: 1.1470 2020-06-25 17:12:18,763 - mmaction - INFO - Epoch [44][2460/3757] lr: 2.000e-04, eta: 2:18:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0618, loss: 1.0618 2020-06-25 17:12:24,751 - mmaction - INFO - Epoch [44][2480/3757] lr: 2.000e-04, eta: 2:17:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1877, loss: 1.1877 2020-06-25 17:12:30,759 - mmaction - INFO - Epoch [44][2500/3757] lr: 2.000e-04, eta: 2:17:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3308, loss: 1.3308 2020-06-25 17:12:36,758 - mmaction - INFO - Epoch [44][2520/3757] lr: 2.000e-04, eta: 2:17:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9068, loss: 0.9068 2020-06-25 17:12:42,732 - mmaction - INFO - Epoch [44][2540/3757] lr: 2.000e-04, eta: 2:17:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.9484, loss: 0.9484 2020-06-25 17:12:48,725 - mmaction - INFO - Epoch [44][2560/3757] lr: 2.000e-04, eta: 2:17:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2765, loss: 1.2765 2020-06-25 17:12:54,722 - mmaction - INFO - Epoch [44][2580/3757] lr: 2.000e-04, eta: 2:17:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0517, loss: 1.0517 2020-06-25 17:13:00,729 - mmaction - INFO - Epoch [44][2600/3757] lr: 2.000e-04, eta: 2:17:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 0.9850, loss: 0.9850 2020-06-25 17:13:06,709 - mmaction - INFO - Epoch [44][2620/3757] lr: 2.000e-04, eta: 2:17:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8063, loss_cls: 1.3574, loss: 1.3574 2020-06-25 17:13:12,672 - mmaction - INFO - Epoch [44][2640/3757] lr: 2.000e-04, eta: 2:16:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2874, loss: 1.2874 2020-06-25 17:13:18,647 - mmaction - INFO - Epoch [44][2660/3757] lr: 2.000e-04, eta: 2:16:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9430, loss: 0.9430 2020-06-25 17:13:24,617 - mmaction - INFO - Epoch [44][2680/3757] lr: 2.000e-04, eta: 2:16:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9649, loss: 0.9649 2020-06-25 17:13:30,596 - mmaction - INFO - Epoch [44][2700/3757] lr: 2.000e-04, eta: 2:16:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1544, loss: 1.1544 2020-06-25 17:13:36,538 - mmaction - INFO - Epoch [44][2720/3757] lr: 2.000e-04, eta: 2:16:31, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2062, loss: 1.2062 2020-06-25 17:13:42,533 - mmaction - INFO - Epoch [44][2740/3757] lr: 2.000e-04, eta: 2:16:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2052, loss: 1.2052 2020-06-25 17:13:48,539 - mmaction - INFO - Epoch [44][2760/3757] lr: 2.000e-04, eta: 2:16:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9645, loss: 0.9645 2020-06-25 17:13:54,493 - mmaction - INFO - Epoch [44][2780/3757] lr: 2.000e-04, eta: 2:16:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1263, loss: 1.1263 2020-06-25 17:14:00,439 - mmaction - INFO - Epoch [44][2800/3757] lr: 2.000e-04, eta: 2:16:03, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0884, loss: 1.0884 2020-06-25 17:14:06,410 - mmaction - INFO - Epoch [44][2820/3757] lr: 2.000e-04, eta: 2:15:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0687, loss: 1.0687 2020-06-25 17:14:12,418 - mmaction - INFO - Epoch [44][2840/3757] lr: 2.000e-04, eta: 2:15:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2221, loss: 1.2221 2020-06-25 17:14:18,389 - mmaction - INFO - Epoch [44][2860/3757] lr: 2.000e-04, eta: 2:15:41, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9437, loss_cls: 0.8420, loss: 0.8420 2020-06-25 17:14:24,353 - mmaction - INFO - Epoch [44][2880/3757] lr: 2.000e-04, eta: 2:15:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2194, loss: 1.2194 2020-06-25 17:14:30,322 - mmaction - INFO - Epoch [44][2900/3757] lr: 2.000e-04, eta: 2:15:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1510, loss: 1.1510 2020-06-25 17:14:36,290 - mmaction - INFO - Epoch [44][2920/3757] lr: 2.000e-04, eta: 2:15:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941 2020-06-25 17:14:42,269 - mmaction - INFO - Epoch [44][2940/3757] lr: 2.000e-04, eta: 2:15:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2094, loss: 1.2094 2020-06-25 17:14:48,232 - mmaction - INFO - Epoch [44][2960/3757] lr: 2.000e-04, eta: 2:15:06, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1907, loss: 1.1907 2020-06-25 17:14:54,208 - mmaction - INFO - Epoch [44][2980/3757] lr: 2.000e-04, eta: 2:14:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0476, loss: 1.0476 2020-06-25 17:15:00,193 - mmaction - INFO - Epoch [44][3000/3757] lr: 2.000e-04, eta: 2:14:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1366, loss: 1.1366 2020-06-25 17:15:06,194 - mmaction - INFO - Epoch [44][3020/3757] lr: 2.000e-04, eta: 2:14:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2126, loss: 1.2126 2020-06-25 17:15:12,153 - mmaction - INFO - Epoch [44][3040/3757] lr: 2.000e-04, eta: 2:14:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0183, loss: 1.0183 2020-06-25 17:15:18,137 - mmaction - INFO - Epoch [44][3060/3757] lr: 2.000e-04, eta: 2:14:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0430, loss: 1.0430 2020-06-25 17:15:24,114 - mmaction - INFO - Epoch [44][3080/3757] lr: 2.000e-04, eta: 2:14:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.1736, loss: 1.1736 2020-06-25 17:15:30,094 - mmaction - INFO - Epoch [44][3100/3757] lr: 2.000e-04, eta: 2:14:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0485, loss: 1.0485 2020-06-25 17:15:36,062 - mmaction - INFO - Epoch [44][3120/3757] lr: 2.000e-04, eta: 2:14:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0745, loss: 1.0745 2020-06-25 17:15:42,056 - mmaction - INFO - Epoch [44][3140/3757] lr: 2.000e-04, eta: 2:14:02, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8438, loss_cls: 1.2183, loss: 1.2183 2020-06-25 17:15:48,043 - mmaction - INFO - Epoch [44][3160/3757] lr: 2.000e-04, eta: 2:13:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1728, loss: 1.1728 2020-06-25 17:15:54,020 - mmaction - INFO - Epoch [44][3180/3757] lr: 2.000e-04, eta: 2:13:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9191, loss: 0.9191 2020-06-25 17:16:00,013 - mmaction - INFO - Epoch [44][3200/3757] lr: 2.000e-04, eta: 2:13:41, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1877, loss: 1.1877 2020-06-25 17:16:06,003 - mmaction - INFO - Epoch [44][3220/3757] lr: 2.000e-04, eta: 2:13:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1761, loss: 1.1761 2020-06-25 17:16:11,975 - mmaction - INFO - Epoch [44][3240/3757] lr: 2.000e-04, eta: 2:13:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4538, loss: 1.4538 2020-06-25 17:16:17,920 - mmaction - INFO - Epoch [44][3260/3757] lr: 2.000e-04, eta: 2:13:20, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2355, loss: 1.2355 2020-06-25 17:16:23,924 - mmaction - INFO - Epoch [44][3280/3757] lr: 2.000e-04, eta: 2:13:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.1213, loss: 1.1213 2020-06-25 17:16:29,884 - mmaction - INFO - Epoch [44][3300/3757] lr: 2.000e-04, eta: 2:13:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1650, loss: 1.1650 2020-06-25 17:16:35,897 - mmaction - INFO - Epoch [44][3320/3757] lr: 2.000e-04, eta: 2:12:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1175, loss: 1.1175 2020-06-25 17:16:41,862 - mmaction - INFO - Epoch [44][3340/3757] lr: 2.000e-04, eta: 2:12:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1774, loss: 1.1774 2020-06-25 17:16:47,845 - mmaction - INFO - Epoch [44][3360/3757] lr: 2.000e-04, eta: 2:12:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9864, loss: 0.9864 2020-06-25 17:16:53,801 - mmaction - INFO - Epoch [44][3380/3757] lr: 2.000e-04, eta: 2:12:37, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0532, loss: 1.0532 2020-06-25 17:16:59,803 - mmaction - INFO - Epoch [44][3400/3757] lr: 2.000e-04, eta: 2:12:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2737, loss: 1.2737 2020-06-25 17:17:05,788 - mmaction - INFO - Epoch [44][3420/3757] lr: 2.000e-04, eta: 2:12:23, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0913, loss: 1.0913 2020-06-25 17:17:11,778 - mmaction - INFO - Epoch [44][3440/3757] lr: 2.000e-04, eta: 2:12:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1180, loss: 1.1180 2020-06-25 17:17:17,764 - mmaction - INFO - Epoch [44][3460/3757] lr: 2.000e-04, eta: 2:12:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3774, loss: 1.3774 2020-06-25 17:17:23,744 - mmaction - INFO - Epoch [44][3480/3757] lr: 2.000e-04, eta: 2:12:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0152, loss: 1.0152 2020-06-25 17:17:29,734 - mmaction - INFO - Epoch [44][3500/3757] lr: 2.000e-04, eta: 2:11:55, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0585, loss: 1.0585 2020-06-25 17:17:35,700 - mmaction - INFO - Epoch [44][3520/3757] lr: 2.000e-04, eta: 2:11:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.6046, loss: 1.6046 2020-06-25 17:17:41,677 - mmaction - INFO - Epoch [44][3540/3757] lr: 2.000e-04, eta: 2:11:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2099, loss: 1.2099 2020-06-25 17:17:47,661 - mmaction - INFO - Epoch [44][3560/3757] lr: 2.000e-04, eta: 2:11:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0181, loss: 1.0181 2020-06-25 17:17:53,650 - mmaction - INFO - Epoch [44][3580/3757] lr: 2.000e-04, eta: 2:11:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1509, loss: 1.1509 2020-06-25 17:18:06,310 - mmaction - INFO - Epoch [44][3600/3757] lr: 2.000e-04, eta: 2:11:20, time: 0.633, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1253, loss: 1.1253 2020-06-25 17:18:12,295 - mmaction - INFO - Epoch [44][3620/3757] lr: 2.000e-04, eta: 2:11:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0740, loss: 1.0740 2020-06-25 17:18:18,288 - mmaction - INFO - Epoch [44][3640/3757] lr: 2.000e-04, eta: 2:11:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0703, loss: 1.0703 2020-06-25 17:18:24,287 - mmaction - INFO - Epoch [44][3660/3757] lr: 2.000e-04, eta: 2:10:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3810, loss: 1.3810 2020-06-25 17:18:30,290 - mmaction - INFO - Epoch [44][3680/3757] lr: 2.000e-04, eta: 2:10:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0303, loss: 1.0303 2020-06-25 17:18:36,280 - mmaction - INFO - Epoch [44][3700/3757] lr: 2.000e-04, eta: 2:10:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2123, loss: 1.2123 2020-06-25 17:18:42,280 - mmaction - INFO - Epoch [44][3720/3757] lr: 2.000e-04, eta: 2:10:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.8679, loss: 0.8679 2020-06-25 17:18:48,268 - mmaction - INFO - Epoch [44][3740/3757] lr: 2.000e-04, eta: 2:10:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8617, loss: 0.8617 2020-06-25 17:22:35,800 - mmaction - INFO - Epoch [45][20/3757] lr: 2.000e-04, eta: 2:10:45, time: 10.728, data_time: 10.320, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0200, loss: 1.0200 2020-06-25 17:22:41,858 - mmaction - INFO - Epoch [45][40/3757] lr: 2.000e-04, eta: 2:10:38, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2780, loss: 1.2780 2020-06-25 17:22:47,851 - mmaction - INFO - Epoch [45][60/3757] lr: 2.000e-04, eta: 2:10:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1547, loss: 1.1547 2020-06-25 17:22:53,822 - mmaction - INFO - Epoch [45][80/3757] lr: 2.000e-04, eta: 2:10:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1426, loss: 1.1426 2020-06-25 17:22:59,824 - mmaction - INFO - Epoch [45][100/3757] lr: 2.000e-04, eta: 2:10:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2442, loss: 1.2442 2020-06-25 17:23:05,806 - mmaction - INFO - Epoch [45][120/3757] lr: 2.000e-04, eta: 2:10:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9374, loss: 0.9374 2020-06-25 17:23:11,820 - mmaction - INFO - Epoch [45][140/3757] lr: 2.000e-04, eta: 2:10:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0942, loss: 1.0942 2020-06-25 17:23:17,808 - mmaction - INFO - Epoch [45][160/3757] lr: 2.000e-04, eta: 2:09:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2316, loss: 1.2316 2020-06-25 17:23:23,815 - mmaction - INFO - Epoch [45][180/3757] lr: 2.000e-04, eta: 2:09:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.1983, loss: 1.1983 2020-06-25 17:23:29,786 - mmaction - INFO - Epoch [45][200/3757] lr: 2.000e-04, eta: 2:09:41, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.1674, loss: 1.1674 2020-06-25 17:23:35,776 - mmaction - INFO - Epoch [45][220/3757] lr: 2.000e-04, eta: 2:09:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9741, loss: 0.9741 2020-06-25 17:23:41,738 - mmaction - INFO - Epoch [45][240/3757] lr: 2.000e-04, eta: 2:09:27, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1421, loss: 1.1421 2020-06-25 17:23:47,692 - mmaction - INFO - Epoch [45][260/3757] lr: 2.000e-04, eta: 2:09:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1568, loss: 1.1568 2020-06-25 17:23:53,664 - mmaction - INFO - Epoch [45][280/3757] lr: 2.000e-04, eta: 2:09:13, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0068, loss: 1.0068 2020-06-25 17:23:59,649 - mmaction - INFO - Epoch [45][300/3757] lr: 2.000e-04, eta: 2:09:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.1584, loss: 1.1584 2020-06-25 17:24:05,618 - mmaction - INFO - Epoch [45][320/3757] lr: 2.000e-04, eta: 2:08:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1297, loss: 1.1297 2020-06-25 17:24:11,617 - mmaction - INFO - Epoch [45][340/3757] lr: 2.000e-04, eta: 2:08:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1673, loss: 1.1673 2020-06-25 17:24:17,577 - mmaction - INFO - Epoch [45][360/3757] lr: 2.000e-04, eta: 2:08:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2938, loss: 1.2938 2020-06-25 17:24:23,560 - mmaction - INFO - Epoch [45][380/3757] lr: 2.000e-04, eta: 2:08:38, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1095, loss: 1.1095 2020-06-25 17:24:29,534 - mmaction - INFO - Epoch [45][400/3757] lr: 2.000e-04, eta: 2:08:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0977, loss: 1.0977 2020-06-25 17:24:35,529 - mmaction - INFO - Epoch [45][420/3757] lr: 2.000e-04, eta: 2:08:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1974, loss: 1.1974 2020-06-25 17:24:41,542 - mmaction - INFO - Epoch [45][440/3757] lr: 2.000e-04, eta: 2:08:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2362, loss: 1.2362 2020-06-25 17:24:47,518 - mmaction - INFO - Epoch [45][460/3757] lr: 2.000e-04, eta: 2:08:09, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1599, loss: 1.1599 2020-06-25 17:24:53,524 - mmaction - INFO - Epoch [45][480/3757] lr: 2.000e-04, eta: 2:08:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2565, loss: 1.2565 2020-06-25 17:24:59,538 - mmaction - INFO - Epoch [45][500/3757] lr: 2.000e-04, eta: 2:07:55, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.8292, loss: 0.8292 2020-06-25 17:25:05,705 - mmaction - INFO - Epoch [45][520/3757] lr: 2.000e-04, eta: 2:07:48, time: 0.308, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2449, loss: 1.2449 2020-06-25 17:25:11,691 - mmaction - INFO - Epoch [45][540/3757] lr: 2.000e-04, eta: 2:07:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 1.0056, loss: 1.0056 2020-06-25 17:25:17,690 - mmaction - INFO - Epoch [45][560/3757] lr: 2.000e-04, eta: 2:07:34, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0792, loss: 1.0792 2020-06-25 17:25:23,686 - mmaction - INFO - Epoch [45][580/3757] lr: 2.000e-04, eta: 2:07:27, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1496, loss: 1.1496 2020-06-25 17:25:29,654 - mmaction - INFO - Epoch [45][600/3757] lr: 2.000e-04, eta: 2:07:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0011, loss: 1.0011 2020-06-25 17:25:35,685 - mmaction - INFO - Epoch [45][620/3757] lr: 2.000e-04, eta: 2:07:12, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1477, loss: 1.1477 2020-06-25 17:25:41,671 - mmaction - INFO - Epoch [45][640/3757] lr: 2.000e-04, eta: 2:07:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2506, loss: 1.2506 2020-06-25 17:25:47,672 - mmaction - INFO - Epoch [45][660/3757] lr: 2.000e-04, eta: 2:06:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0693, loss: 1.0693 2020-06-25 17:25:53,647 - mmaction - INFO - Epoch [45][680/3757] lr: 2.000e-04, eta: 2:06:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1170, loss: 1.1170 2020-06-25 17:25:59,630 - mmaction - INFO - Epoch [45][700/3757] lr: 2.000e-04, eta: 2:06:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9437, loss_cls: 0.9818, loss: 0.9818 2020-06-25 17:26:05,620 - mmaction - INFO - Epoch [45][720/3757] lr: 2.000e-04, eta: 2:06:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0686, loss: 1.0686 2020-06-25 17:26:11,603 - mmaction - INFO - Epoch [45][740/3757] lr: 2.000e-04, eta: 2:06:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1386, loss: 1.1386 2020-06-25 17:26:17,598 - mmaction - INFO - Epoch [45][760/3757] lr: 2.000e-04, eta: 2:06:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1559, loss: 1.1559 2020-06-25 17:26:23,570 - mmaction - INFO - Epoch [45][780/3757] lr: 2.000e-04, eta: 2:06:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9313, loss_cls: 1.0211, loss: 1.0211 2020-06-25 17:26:29,559 - mmaction - INFO - Epoch [45][800/3757] lr: 2.000e-04, eta: 2:06:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0212, loss: 1.0212 2020-06-25 17:26:35,570 - mmaction - INFO - Epoch [45][820/3757] lr: 2.000e-04, eta: 2:06:02, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0890, loss: 1.0890 2020-06-25 17:26:41,544 - mmaction - INFO - Epoch [45][840/3757] lr: 2.000e-04, eta: 2:05:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1971, loss: 1.1971 2020-06-25 17:26:47,545 - mmaction - INFO - Epoch [45][860/3757] lr: 2.000e-04, eta: 2:05:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3095, loss: 1.3095 2020-06-25 17:26:53,551 - mmaction - INFO - Epoch [45][880/3757] lr: 2.000e-04, eta: 2:05:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1123, loss: 1.1123 2020-06-25 17:26:59,513 - mmaction - INFO - Epoch [45][900/3757] lr: 2.000e-04, eta: 2:05:33, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9356, loss: 0.9356 2020-06-25 17:27:05,493 - mmaction - INFO - Epoch [45][920/3757] lr: 2.000e-04, eta: 2:05:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0725, loss: 1.0725 2020-06-25 17:27:11,487 - mmaction - INFO - Epoch [45][940/3757] lr: 2.000e-04, eta: 2:05:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9065, loss: 0.9065 2020-06-25 17:27:17,486 - mmaction - INFO - Epoch [45][960/3757] lr: 2.000e-04, eta: 2:05:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0678, loss: 1.0678 2020-06-25 17:27:23,461 - mmaction - INFO - Epoch [45][980/3757] lr: 2.000e-04, eta: 2:05:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4389, loss: 1.4389 2020-06-25 17:27:29,476 - mmaction - INFO - Epoch [45][1000/3757] lr: 2.000e-04, eta: 2:04:58, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2735, loss: 1.2735 2020-06-25 17:27:35,445 - mmaction - INFO - Epoch [45][1020/3757] lr: 2.000e-04, eta: 2:04:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0174, loss: 1.0174 2020-06-25 17:27:41,430 - mmaction - INFO - Epoch [45][1040/3757] lr: 2.000e-04, eta: 2:04:44, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0724, loss: 1.0724 2020-06-25 17:27:47,440 - mmaction - INFO - Epoch [45][1060/3757] lr: 2.000e-04, eta: 2:04:37, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0127, loss: 1.0127 2020-06-25 17:27:53,407 - mmaction - INFO - Epoch [45][1080/3757] lr: 2.000e-04, eta: 2:04:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 0.9699, loss: 0.9699 2020-06-25 17:27:59,390 - mmaction - INFO - Epoch [45][1100/3757] lr: 2.000e-04, eta: 2:04:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2995, loss: 1.2995 2020-06-25 17:28:05,368 - mmaction - INFO - Epoch [45][1120/3757] lr: 2.000e-04, eta: 2:04:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.5235, loss: 1.5235 2020-06-25 17:28:11,344 - mmaction - INFO - Epoch [45][1140/3757] lr: 2.000e-04, eta: 2:04:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.0921, loss: 1.0921 2020-06-25 17:28:17,337 - mmaction - INFO - Epoch [45][1160/3757] lr: 2.000e-04, eta: 2:04:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1567, loss: 1.1567 2020-06-25 17:28:23,307 - mmaction - INFO - Epoch [45][1180/3757] lr: 2.000e-04, eta: 2:03:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.0335, loss: 1.0335 2020-06-25 17:28:29,311 - mmaction - INFO - Epoch [45][1200/3757] lr: 2.000e-04, eta: 2:03:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3357, loss: 1.3357 2020-06-25 17:28:35,289 - mmaction - INFO - Epoch [45][1220/3757] lr: 2.000e-04, eta: 2:03:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0384, loss: 1.0384 2020-06-25 17:28:41,297 - mmaction - INFO - Epoch [45][1240/3757] lr: 2.000e-04, eta: 2:03:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2229, loss: 1.2229 2020-06-25 17:28:47,776 - mmaction - INFO - Epoch [45][1260/3757] lr: 2.000e-04, eta: 2:03:26, time: 0.324, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1469, loss: 1.1469 2020-06-25 17:28:53,767 - mmaction - INFO - Epoch [45][1280/3757] lr: 2.000e-04, eta: 2:03:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0994, loss: 1.0994 2020-06-25 17:28:59,762 - mmaction - INFO - Epoch [45][1300/3757] lr: 2.000e-04, eta: 2:03:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.1346, loss: 1.1346 2020-06-25 17:29:05,763 - mmaction - INFO - Epoch [45][1320/3757] lr: 2.000e-04, eta: 2:03:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0166, loss: 1.0166 2020-06-25 17:29:11,740 - mmaction - INFO - Epoch [45][1340/3757] lr: 2.000e-04, eta: 2:02:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2222, loss: 1.2222 2020-06-25 17:29:17,757 - mmaction - INFO - Epoch [45][1360/3757] lr: 2.000e-04, eta: 2:02:50, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9421, loss: 0.9421 2020-06-25 17:29:23,752 - mmaction - INFO - Epoch [45][1380/3757] lr: 2.000e-04, eta: 2:02:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1101, loss: 1.1101 2020-06-25 17:29:29,735 - mmaction - INFO - Epoch [45][1400/3757] lr: 2.000e-04, eta: 2:02:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0366, loss: 1.0366 2020-06-25 17:29:35,716 - mmaction - INFO - Epoch [45][1420/3757] lr: 2.000e-04, eta: 2:02:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9269, loss: 0.9269 2020-06-25 17:29:41,695 - mmaction - INFO - Epoch [45][1440/3757] lr: 2.000e-04, eta: 2:02:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2136, loss: 1.2136 2020-06-25 17:29:47,690 - mmaction - INFO - Epoch [45][1460/3757] lr: 2.000e-04, eta: 2:02:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9000, loss_cls: 1.2341, loss: 1.2341 2020-06-25 17:29:53,703 - mmaction - INFO - Epoch [45][1480/3757] lr: 2.000e-04, eta: 2:02:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0637, loss: 1.0637 2020-06-25 17:29:59,673 - mmaction - INFO - Epoch [45][1500/3757] lr: 2.000e-04, eta: 2:02:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1508, loss: 1.1508 2020-06-25 17:30:06,188 - mmaction - INFO - Epoch [45][1520/3757] lr: 2.000e-04, eta: 2:01:54, time: 0.324, data_time: 0.004, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.3239, loss: 1.3239 2020-06-25 17:30:12,218 - mmaction - INFO - Epoch [45][1540/3757] lr: 2.000e-04, eta: 2:01:47, time: 0.303, data_time: 0.002, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.7866, loss: 0.7866 2020-06-25 17:30:18,210 - mmaction - INFO - Epoch [45][1560/3757] lr: 2.000e-04, eta: 2:01:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0254, loss: 1.0254 2020-06-25 17:30:24,167 - mmaction - INFO - Epoch [45][1580/3757] lr: 2.000e-04, eta: 2:01:32, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2803, loss: 1.2803 2020-06-25 17:30:30,159 - mmaction - INFO - Epoch [45][1600/3757] lr: 2.000e-04, eta: 2:01:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0287, loss: 1.0287 2020-06-25 17:30:36,175 - mmaction - INFO - Epoch [45][1620/3757] lr: 2.000e-04, eta: 2:01:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9264, loss: 0.9264 2020-06-25 17:30:42,164 - mmaction - INFO - Epoch [45][1640/3757] lr: 2.000e-04, eta: 2:01:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2006, loss: 1.2006 2020-06-25 17:30:48,192 - mmaction - INFO - Epoch [45][1660/3757] lr: 2.000e-04, eta: 2:01:04, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1429, loss: 1.1429 2020-06-25 17:30:54,180 - mmaction - INFO - Epoch [45][1680/3757] lr: 2.000e-04, eta: 2:00:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2882, loss: 1.2882 2020-06-25 17:31:00,158 - mmaction - INFO - Epoch [45][1700/3757] lr: 2.000e-04, eta: 2:00:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0432, loss: 1.0432 2020-06-25 17:31:06,140 - mmaction - INFO - Epoch [45][1720/3757] lr: 2.000e-04, eta: 2:00:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9656, loss: 0.9656 2020-06-25 17:31:12,123 - mmaction - INFO - Epoch [45][1740/3757] lr: 2.000e-04, eta: 2:00:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1958, loss: 1.1958 2020-06-25 17:31:18,111 - mmaction - INFO - Epoch [45][1760/3757] lr: 2.000e-04, eta: 2:00:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0735, loss: 1.0735 2020-06-25 17:31:24,097 - mmaction - INFO - Epoch [45][1780/3757] lr: 2.000e-04, eta: 2:00:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0339, loss: 1.0339 2020-06-25 17:31:30,071 - mmaction - INFO - Epoch [45][1800/3757] lr: 2.000e-04, eta: 2:00:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9437, loss_cls: 0.8111, loss: 0.8111 2020-06-25 17:31:36,059 - mmaction - INFO - Epoch [45][1820/3757] lr: 2.000e-04, eta: 2:00:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1003, loss: 1.1003 2020-06-25 17:31:42,026 - mmaction - INFO - Epoch [45][1840/3757] lr: 2.000e-04, eta: 2:00:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 1.0259, loss: 1.0259 2020-06-25 17:31:48,024 - mmaction - INFO - Epoch [45][1860/3757] lr: 2.000e-04, eta: 1:59:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4324, loss: 1.4324 2020-06-25 17:31:54,010 - mmaction - INFO - Epoch [45][1880/3757] lr: 2.000e-04, eta: 1:59:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2263, loss: 1.2263 2020-06-25 17:32:00,012 - mmaction - INFO - Epoch [45][1900/3757] lr: 2.000e-04, eta: 1:59:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9742, loss: 0.9742 2020-06-25 17:32:05,984 - mmaction - INFO - Epoch [45][1920/3757] lr: 2.000e-04, eta: 1:59:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0541, loss: 1.0541 2020-06-25 17:32:11,959 - mmaction - INFO - Epoch [45][1940/3757] lr: 2.000e-04, eta: 1:59:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1703, loss: 1.1703 2020-06-25 17:32:17,966 - mmaction - INFO - Epoch [45][1960/3757] lr: 2.000e-04, eta: 1:59:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9500, loss_cls: 0.8611, loss: 0.8611 2020-06-25 17:32:23,928 - mmaction - INFO - Epoch [45][1980/3757] lr: 2.000e-04, eta: 1:59:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0113, loss: 1.0113 2020-06-25 17:32:29,919 - mmaction - INFO - Epoch [45][2000/3757] lr: 2.000e-04, eta: 1:59:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1541, loss: 1.1541 2020-06-25 17:32:35,913 - mmaction - INFO - Epoch [45][2020/3757] lr: 2.000e-04, eta: 1:58:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1556, loss: 1.1556 2020-06-25 17:32:41,888 - mmaction - INFO - Epoch [45][2040/3757] lr: 2.000e-04, eta: 1:58:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0854, loss: 1.0854 2020-06-25 17:32:47,881 - mmaction - INFO - Epoch [45][2060/3757] lr: 2.000e-04, eta: 1:58:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9862, loss: 0.9862 2020-06-25 17:32:53,869 - mmaction - INFO - Epoch [45][2080/3757] lr: 2.000e-04, eta: 1:58:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1009, loss: 1.1009 2020-06-25 17:32:59,855 - mmaction - INFO - Epoch [45][2100/3757] lr: 2.000e-04, eta: 1:58:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.2021, loss: 1.2021 2020-06-25 17:33:05,861 - mmaction - INFO - Epoch [45][2120/3757] lr: 2.000e-04, eta: 1:58:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.8063, top5_acc: 0.9500, loss_cls: 0.7497, loss: 0.7497 2020-06-25 17:33:11,868 - mmaction - INFO - Epoch [45][2140/3757] lr: 2.000e-04, eta: 1:58:14, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1521, loss: 1.1521 2020-06-25 17:33:17,830 - mmaction - INFO - Epoch [45][2160/3757] lr: 2.000e-04, eta: 1:58:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0136, loss: 1.0136 2020-06-25 17:33:23,790 - mmaction - INFO - Epoch [45][2180/3757] lr: 2.000e-04, eta: 1:58:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.0232, loss: 1.0232 2020-06-25 17:33:29,765 - mmaction - INFO - Epoch [45][2200/3757] lr: 2.000e-04, eta: 1:57:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0952, loss: 1.0952 2020-06-25 17:33:35,755 - mmaction - INFO - Epoch [45][2220/3757] lr: 2.000e-04, eta: 1:57:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1596, loss: 1.1596 2020-06-25 17:33:41,758 - mmaction - INFO - Epoch [45][2240/3757] lr: 2.000e-04, eta: 1:57:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9820, loss: 0.9820 2020-06-25 17:33:47,739 - mmaction - INFO - Epoch [45][2260/3757] lr: 2.000e-04, eta: 1:57:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1689, loss: 1.1689 2020-06-25 17:33:53,731 - mmaction - INFO - Epoch [45][2280/3757] lr: 2.000e-04, eta: 1:57:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1292, loss: 1.1292 2020-06-25 17:33:59,733 - mmaction - INFO - Epoch [45][2300/3757] lr: 2.000e-04, eta: 1:57:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1929, loss: 1.1929 2020-06-25 17:34:05,728 - mmaction - INFO - Epoch [45][2320/3757] lr: 2.000e-04, eta: 1:57:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1147, loss: 1.1147 2020-06-25 17:34:11,736 - mmaction - INFO - Epoch [45][2340/3757] lr: 2.000e-04, eta: 1:57:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8812, loss_cls: 1.3260, loss: 1.3260 2020-06-25 17:34:17,733 - mmaction - INFO - Epoch [45][2360/3757] lr: 2.000e-04, eta: 1:56:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0359, loss: 1.0359 2020-06-25 17:34:23,721 - mmaction - INFO - Epoch [45][2380/3757] lr: 2.000e-04, eta: 1:56:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.0709, loss: 1.0709 2020-06-25 17:34:29,713 - mmaction - INFO - Epoch [45][2400/3757] lr: 2.000e-04, eta: 1:56:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3734, loss: 1.3734 2020-06-25 17:34:35,684 - mmaction - INFO - Epoch [45][2420/3757] lr: 2.000e-04, eta: 1:56:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0853, loss: 1.0853 2020-06-25 17:34:41,673 - mmaction - INFO - Epoch [45][2440/3757] lr: 2.000e-04, eta: 1:56:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2410, loss: 1.2410 2020-06-25 17:34:47,671 - mmaction - INFO - Epoch [45][2460/3757] lr: 2.000e-04, eta: 1:56:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0747, loss: 1.0747 2020-06-25 17:34:53,652 - mmaction - INFO - Epoch [45][2480/3757] lr: 2.000e-04, eta: 1:56:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.0398, loss: 1.0398 2020-06-25 17:34:59,633 - mmaction - INFO - Epoch [45][2500/3757] lr: 2.000e-04, eta: 1:56:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1266, loss: 1.1266 2020-06-25 17:35:05,597 - mmaction - INFO - Epoch [45][2520/3757] lr: 2.000e-04, eta: 1:56:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2299, loss: 1.2299 2020-06-25 17:35:11,584 - mmaction - INFO - Epoch [45][2540/3757] lr: 2.000e-04, eta: 1:55:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2775, loss: 1.2775 2020-06-25 17:35:17,545 - mmaction - INFO - Epoch [45][2560/3757] lr: 2.000e-04, eta: 1:55:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0613, loss: 1.0613 2020-06-25 17:35:23,556 - mmaction - INFO - Epoch [45][2580/3757] lr: 2.000e-04, eta: 1:55:39, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 0.9594, loss: 0.9594 2020-06-25 17:35:29,540 - mmaction - INFO - Epoch [45][2600/3757] lr: 2.000e-04, eta: 1:55:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1760, loss: 1.1760 2020-06-25 17:35:35,517 - mmaction - INFO - Epoch [45][2620/3757] lr: 2.000e-04, eta: 1:55:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2203, loss: 1.2203 2020-06-25 17:35:41,495 - mmaction - INFO - Epoch [45][2640/3757] lr: 2.000e-04, eta: 1:55:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0291, loss: 1.0291 2020-06-25 17:35:47,487 - mmaction - INFO - Epoch [45][2660/3757] lr: 2.000e-04, eta: 1:55:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1416, loss: 1.1416 2020-06-25 17:35:53,479 - mmaction - INFO - Epoch [45][2680/3757] lr: 2.000e-04, eta: 1:55:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.4005, loss: 1.4005 2020-06-25 17:35:59,492 - mmaction - INFO - Epoch [45][2700/3757] lr: 2.000e-04, eta: 1:54:56, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2929, loss: 1.2929 2020-06-25 17:36:05,451 - mmaction - INFO - Epoch [45][2720/3757] lr: 2.000e-04, eta: 1:54:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9979, loss: 0.9979 2020-06-25 17:36:11,411 - mmaction - INFO - Epoch [45][2740/3757] lr: 2.000e-04, eta: 1:54:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0379, loss: 1.0379 2020-06-25 17:36:17,377 - mmaction - INFO - Epoch [45][2760/3757] lr: 2.000e-04, eta: 1:54:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0955, loss: 1.0955 2020-06-25 17:36:23,348 - mmaction - INFO - Epoch [45][2780/3757] lr: 2.000e-04, eta: 1:54:28, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1171, loss: 1.1171 2020-06-25 17:36:29,322 - mmaction - INFO - Epoch [45][2800/3757] lr: 2.000e-04, eta: 1:54:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.0753, loss: 1.0753 2020-06-25 17:36:35,322 - mmaction - INFO - Epoch [45][2820/3757] lr: 2.000e-04, eta: 1:54:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3889, loss: 1.3889 2020-06-25 17:36:41,319 - mmaction - INFO - Epoch [45][2840/3757] lr: 2.000e-04, eta: 1:54:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0682, loss: 1.0682 2020-06-25 17:36:47,299 - mmaction - INFO - Epoch [45][2860/3757] lr: 2.000e-04, eta: 1:54:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9870, loss: 0.9870 2020-06-25 17:36:53,253 - mmaction - INFO - Epoch [45][2880/3757] lr: 2.000e-04, eta: 1:53:53, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.0893, loss: 1.0893 2020-06-25 17:36:59,234 - mmaction - INFO - Epoch [45][2900/3757] lr: 2.000e-04, eta: 1:53:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2190, loss: 1.2190 2020-06-25 17:37:05,233 - mmaction - INFO - Epoch [45][2920/3757] lr: 2.000e-04, eta: 1:53:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1516, loss: 1.1516 2020-06-25 17:37:11,203 - mmaction - INFO - Epoch [45][2940/3757] lr: 2.000e-04, eta: 1:53:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1375, loss: 1.1375 2020-06-25 17:37:17,211 - mmaction - INFO - Epoch [45][2960/3757] lr: 2.000e-04, eta: 1:53:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0681, loss: 1.0681 2020-06-25 17:37:23,172 - mmaction - INFO - Epoch [45][2980/3757] lr: 2.000e-04, eta: 1:53:17, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6062, top5_acc: 0.8562, loss_cls: 1.3788, loss: 1.3788 2020-06-25 17:37:29,182 - mmaction - INFO - Epoch [45][3000/3757] lr: 2.000e-04, eta: 1:53:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9625, loss_cls: 0.7913, loss: 0.7913 2020-06-25 17:37:35,178 - mmaction - INFO - Epoch [45][3020/3757] lr: 2.000e-04, eta: 1:53:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1022, loss: 1.1022 2020-06-25 17:37:41,177 - mmaction - INFO - Epoch [45][3040/3757] lr: 2.000e-04, eta: 1:52:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.1363, loss: 1.1363 2020-06-25 17:37:47,139 - mmaction - INFO - Epoch [45][3060/3757] lr: 2.000e-04, eta: 1:52:49, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3003, loss: 1.3003 2020-06-25 17:37:53,123 - mmaction - INFO - Epoch [45][3080/3757] lr: 2.000e-04, eta: 1:52:42, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1270, loss: 1.1270 2020-06-25 17:37:59,112 - mmaction - INFO - Epoch [45][3100/3757] lr: 2.000e-04, eta: 1:52:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2067, loss: 1.2067 2020-06-25 17:38:05,091 - mmaction - INFO - Epoch [45][3120/3757] lr: 2.000e-04, eta: 1:52:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 1.1155, loss: 1.1155 2020-06-25 17:38:11,069 - mmaction - INFO - Epoch [45][3140/3757] lr: 2.000e-04, eta: 1:52:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3016, loss: 1.3016 2020-06-25 17:38:17,063 - mmaction - INFO - Epoch [45][3160/3757] lr: 2.000e-04, eta: 1:52:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1151, loss: 1.1151 2020-06-25 17:38:23,019 - mmaction - INFO - Epoch [45][3180/3757] lr: 2.000e-04, eta: 1:52:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0555, loss: 1.0555 2020-06-25 17:38:29,001 - mmaction - INFO - Epoch [45][3200/3757] lr: 2.000e-04, eta: 1:52:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0404, loss: 1.0404 2020-06-25 17:38:34,985 - mmaction - INFO - Epoch [45][3220/3757] lr: 2.000e-04, eta: 1:51:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0962, loss: 1.0962 2020-06-25 17:38:40,966 - mmaction - INFO - Epoch [45][3240/3757] lr: 2.000e-04, eta: 1:51:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0680, loss: 1.0680 2020-06-25 17:38:46,964 - mmaction - INFO - Epoch [45][3260/3757] lr: 2.000e-04, eta: 1:51:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0370, loss: 1.0370 2020-06-25 17:38:52,923 - mmaction - INFO - Epoch [45][3280/3757] lr: 2.000e-04, eta: 1:51:32, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1463, loss: 1.1463 2020-06-25 17:38:58,939 - mmaction - INFO - Epoch [45][3300/3757] lr: 2.000e-04, eta: 1:51:25, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3457, loss: 1.3457 2020-06-25 17:39:04,916 - mmaction - INFO - Epoch [45][3320/3757] lr: 2.000e-04, eta: 1:51:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2001, loss: 1.2001 2020-06-25 17:39:10,913 - mmaction - INFO - Epoch [45][3340/3757] lr: 2.000e-04, eta: 1:51:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1380, loss: 1.1380 2020-06-25 17:39:16,915 - mmaction - INFO - Epoch [45][3360/3757] lr: 2.000e-04, eta: 1:51:03, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1824, loss: 1.1824 2020-06-25 17:39:22,924 - mmaction - INFO - Epoch [45][3380/3757] lr: 2.000e-04, eta: 1:50:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3047, loss: 1.3047 2020-06-25 17:39:28,905 - mmaction - INFO - Epoch [45][3400/3757] lr: 2.000e-04, eta: 1:50:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2599, loss: 1.2599 2020-06-25 17:39:34,905 - mmaction - INFO - Epoch [45][3420/3757] lr: 2.000e-04, eta: 1:50:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2296, loss: 1.2296 2020-06-25 17:39:40,877 - mmaction - INFO - Epoch [45][3440/3757] lr: 2.000e-04, eta: 1:50:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0140, loss: 1.0140 2020-06-25 17:39:46,860 - mmaction - INFO - Epoch [45][3460/3757] lr: 2.000e-04, eta: 1:50:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1319, loss: 1.1319 2020-06-25 17:39:52,840 - mmaction - INFO - Epoch [45][3480/3757] lr: 2.000e-04, eta: 1:50:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9750, loss: 0.9750 2020-06-25 17:39:58,835 - mmaction - INFO - Epoch [45][3500/3757] lr: 2.000e-04, eta: 1:50:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1237, loss: 1.1237 2020-06-25 17:40:04,795 - mmaction - INFO - Epoch [45][3520/3757] lr: 2.000e-04, eta: 1:50:07, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2757, loss: 1.2757 2020-06-25 17:40:10,787 - mmaction - INFO - Epoch [45][3540/3757] lr: 2.000e-04, eta: 1:50:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1508, loss: 1.1508 2020-06-25 17:40:16,788 - mmaction - INFO - Epoch [45][3560/3757] lr: 2.000e-04, eta: 1:49:53, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1149, loss: 1.1149 2020-06-25 17:40:22,768 - mmaction - INFO - Epoch [45][3580/3757] lr: 2.000e-04, eta: 1:49:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.8783, loss: 0.8783 2020-06-25 17:40:28,758 - mmaction - INFO - Epoch [45][3600/3757] lr: 2.000e-04, eta: 1:49:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1964, loss: 1.1964 2020-06-25 17:40:34,788 - mmaction - INFO - Epoch [45][3620/3757] lr: 2.000e-04, eta: 1:49:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1864, loss: 1.1864 2020-06-25 17:40:40,733 - mmaction - INFO - Epoch [45][3640/3757] lr: 2.000e-04, eta: 1:49:25, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0592, loss: 1.0592 2020-06-25 17:40:46,691 - mmaction - INFO - Epoch [45][3660/3757] lr: 2.000e-04, eta: 1:49:18, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1873, loss: 1.1873 2020-06-25 17:40:52,666 - mmaction - INFO - Epoch [45][3680/3757] lr: 2.000e-04, eta: 1:49:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1375, loss: 1.1375 2020-06-25 17:40:58,654 - mmaction - INFO - Epoch [45][3700/3757] lr: 2.000e-04, eta: 1:49:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9882, loss: 0.9882 2020-06-25 17:41:04,626 - mmaction - INFO - Epoch [45][3720/3757] lr: 2.000e-04, eta: 1:48:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.0763, loss: 1.0763 2020-06-25 17:41:10,615 - mmaction - INFO - Epoch [45][3740/3757] lr: 2.000e-04, eta: 1:48:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2015, loss: 1.2015 2020-06-25 17:41:22,225 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-06-25 17:46:00,784 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 17:46:01,516 - mmaction - INFO - top1_acc 0.7025 top5_acc 0.8966 2020-06-25 17:46:01,516 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 17:46:01,570 - mmaction - INFO - mean_acc 0.7025 2020-06-25 17:46:01,579 - mmaction - INFO - Epoch [45][3757/3757] lr: 2.000e-04, top1_acc: 0.7025, top5_acc: 0.8966, mean_class_accuracy: 0.7025 2020-06-25 17:48:47,280 - mmaction - INFO - Epoch [46][20/3757] lr: 2.000e-04, eta: 1:48:53, time: 8.281, data_time: 7.875, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2235, loss: 1.2235 2020-06-25 17:48:53,356 - mmaction - INFO - Epoch [46][40/3757] lr: 2.000e-04, eta: 1:48:46, time: 0.306, data_time: 0.007, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9823, loss: 0.9823 2020-06-25 17:48:59,348 - mmaction - INFO - Epoch [46][60/3757] lr: 2.000e-04, eta: 1:48:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0614, loss: 1.0614 2020-06-25 17:49:05,354 - mmaction - INFO - Epoch [46][80/3757] lr: 2.000e-04, eta: 1:48:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2066, loss: 1.2066 2020-06-25 17:49:11,355 - mmaction - INFO - Epoch [46][100/3757] lr: 2.000e-04, eta: 1:48:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2996, loss: 1.2996 2020-06-25 17:49:17,353 - mmaction - INFO - Epoch [46][120/3757] lr: 2.000e-04, eta: 1:48:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1217, loss: 1.1217 2020-06-25 17:49:23,364 - mmaction - INFO - Epoch [46][140/3757] lr: 2.000e-04, eta: 1:48:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1374, loss: 1.1374 2020-06-25 17:49:29,384 - mmaction - INFO - Epoch [46][160/3757] lr: 2.000e-04, eta: 1:48:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0413, loss: 1.0413 2020-06-25 17:49:35,382 - mmaction - INFO - Epoch [46][180/3757] lr: 2.000e-04, eta: 1:47:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 1.0020, loss: 1.0020 2020-06-25 17:49:41,362 - mmaction - INFO - Epoch [46][200/3757] lr: 2.000e-04, eta: 1:47:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9791, loss: 0.9791 2020-06-25 17:49:47,369 - mmaction - INFO - Epoch [46][220/3757] lr: 2.000e-04, eta: 1:47:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0907, loss: 1.0907 2020-06-25 17:49:53,392 - mmaction - INFO - Epoch [46][240/3757] lr: 2.000e-04, eta: 1:47:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0916, loss: 1.0916 2020-06-25 17:49:59,384 - mmaction - INFO - Epoch [46][260/3757] lr: 2.000e-04, eta: 1:47:29, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1548, loss: 1.1548 2020-06-25 17:50:05,674 - mmaction - INFO - Epoch [46][280/3757] lr: 2.000e-04, eta: 1:47:22, time: 0.314, data_time: 0.002, memory: 7077, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.2096, loss: 1.2096 2020-06-25 17:50:11,660 - mmaction - INFO - Epoch [46][300/3757] lr: 2.000e-04, eta: 1:47:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1361, loss: 1.1361 2020-06-25 17:50:17,654 - mmaction - INFO - Epoch [46][320/3757] lr: 2.000e-04, eta: 1:47:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9672, loss: 0.9672 2020-06-25 17:50:23,664 - mmaction - INFO - Epoch [46][340/3757] lr: 2.000e-04, eta: 1:47:00, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9896, loss: 0.9896 2020-06-25 17:50:29,641 - mmaction - INFO - Epoch [46][360/3757] lr: 2.000e-04, eta: 1:46:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1514, loss: 1.1514 2020-06-25 17:50:35,616 - mmaction - INFO - Epoch [46][380/3757] lr: 2.000e-04, eta: 1:46:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 1.0145, loss: 1.0145 2020-06-25 17:50:41,594 - mmaction - INFO - Epoch [46][400/3757] lr: 2.000e-04, eta: 1:46:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0543, loss: 1.0543 2020-06-25 17:50:47,592 - mmaction - INFO - Epoch [46][420/3757] lr: 2.000e-04, eta: 1:46:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0940, loss: 1.0940 2020-06-25 17:50:53,591 - mmaction - INFO - Epoch [46][440/3757] lr: 2.000e-04, eta: 1:46:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3783, loss: 1.3783 2020-06-25 17:50:59,581 - mmaction - INFO - Epoch [46][460/3757] lr: 2.000e-04, eta: 1:46:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1445, loss: 1.1445 2020-06-25 17:51:05,554 - mmaction - INFO - Epoch [46][480/3757] lr: 2.000e-04, eta: 1:46:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1559, loss: 1.1559 2020-06-25 17:51:11,570 - mmaction - INFO - Epoch [46][500/3757] lr: 2.000e-04, eta: 1:46:04, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3334, loss: 1.3334 2020-06-25 17:51:17,540 - mmaction - INFO - Epoch [46][520/3757] lr: 2.000e-04, eta: 1:45:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0924, loss: 1.0924 2020-06-25 17:51:23,516 - mmaction - INFO - Epoch [46][540/3757] lr: 2.000e-04, eta: 1:45:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9375, loss_cls: 0.9968, loss: 0.9968 2020-06-25 17:51:29,511 - mmaction - INFO - Epoch [46][560/3757] lr: 2.000e-04, eta: 1:45:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9625, loss: 0.9625 2020-06-25 17:51:35,509 - mmaction - INFO - Epoch [46][580/3757] lr: 2.000e-04, eta: 1:45:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2349, loss: 1.2349 2020-06-25 17:51:41,511 - mmaction - INFO - Epoch [46][600/3757] lr: 2.000e-04, eta: 1:45:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0231, loss: 1.0231 2020-06-25 17:51:47,477 - mmaction - INFO - Epoch [46][620/3757] lr: 2.000e-04, eta: 1:45:21, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9008, loss: 0.9008 2020-06-25 17:51:53,468 - mmaction - INFO - Epoch [46][640/3757] lr: 2.000e-04, eta: 1:45:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1830, loss: 1.1830 2020-06-25 17:51:59,459 - mmaction - INFO - Epoch [46][660/3757] lr: 2.000e-04, eta: 1:45:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9294, loss: 0.9294 2020-06-25 17:52:05,453 - mmaction - INFO - Epoch [46][680/3757] lr: 2.000e-04, eta: 1:45:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9875, loss: 0.9875 2020-06-25 17:52:11,438 - mmaction - INFO - Epoch [46][700/3757] lr: 2.000e-04, eta: 1:44:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0885, loss: 1.0885 2020-06-25 17:52:17,424 - mmaction - INFO - Epoch [46][720/3757] lr: 2.000e-04, eta: 1:44:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1154, loss: 1.1154 2020-06-25 17:52:23,439 - mmaction - INFO - Epoch [46][740/3757] lr: 2.000e-04, eta: 1:44:39, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0526, loss: 1.0526 2020-06-25 17:52:29,445 - mmaction - INFO - Epoch [46][760/3757] lr: 2.000e-04, eta: 1:44:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1022, loss: 1.1022 2020-06-25 17:52:35,422 - mmaction - INFO - Epoch [46][780/3757] lr: 2.000e-04, eta: 1:44:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3864, loss: 1.3864 2020-06-25 17:52:41,444 - mmaction - INFO - Epoch [46][800/3757] lr: 2.000e-04, eta: 1:44:18, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0864, loss: 1.0864 2020-06-25 17:52:47,441 - mmaction - INFO - Epoch [46][820/3757] lr: 2.000e-04, eta: 1:44:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0805, loss: 1.0805 2020-06-25 17:52:53,409 - mmaction - INFO - Epoch [46][840/3757] lr: 2.000e-04, eta: 1:44:04, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1124, loss: 1.1124 2020-06-25 17:52:59,386 - mmaction - INFO - Epoch [46][860/3757] lr: 2.000e-04, eta: 1:43:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3050, loss: 1.3050 2020-06-25 17:53:05,360 - mmaction - INFO - Epoch [46][880/3757] lr: 2.000e-04, eta: 1:43:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 0.9972, loss: 0.9972 2020-06-25 17:53:11,329 - mmaction - INFO - Epoch [46][900/3757] lr: 2.000e-04, eta: 1:43:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1286, loss: 1.1286 2020-06-25 17:53:17,323 - mmaction - INFO - Epoch [46][920/3757] lr: 2.000e-04, eta: 1:43:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2924, loss: 1.2924 2020-06-25 17:53:23,284 - mmaction - INFO - Epoch [46][940/3757] lr: 2.000e-04, eta: 1:43:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3894, loss: 1.3894 2020-06-25 17:53:29,278 - mmaction - INFO - Epoch [46][960/3757] lr: 2.000e-04, eta: 1:43:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4176, loss: 1.4176 2020-06-25 17:53:35,278 - mmaction - INFO - Epoch [46][980/3757] lr: 2.000e-04, eta: 1:43:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1714, loss: 1.1714 2020-06-25 17:53:41,260 - mmaction - INFO - Epoch [46][1000/3757] lr: 2.000e-04, eta: 1:43:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2404, loss: 1.2404 2020-06-25 17:53:47,238 - mmaction - INFO - Epoch [46][1020/3757] lr: 2.000e-04, eta: 1:43:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.0242, loss: 1.0242 2020-06-25 17:53:53,229 - mmaction - INFO - Epoch [46][1040/3757] lr: 2.000e-04, eta: 1:42:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1348, loss: 1.1348 2020-06-25 17:53:59,213 - mmaction - INFO - Epoch [46][1060/3757] lr: 2.000e-04, eta: 1:42:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5216, loss: 1.5216 2020-06-25 17:54:05,217 - mmaction - INFO - Epoch [46][1080/3757] lr: 2.000e-04, eta: 1:42:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 1.0248, loss: 1.0248 2020-06-25 17:54:11,156 - mmaction - INFO - Epoch [46][1100/3757] lr: 2.000e-04, eta: 1:42:32, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0083, loss: 1.0083 2020-06-25 17:54:17,116 - mmaction - INFO - Epoch [46][1120/3757] lr: 2.000e-04, eta: 1:42:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.1667, loss: 1.1667 2020-06-25 17:54:23,116 - mmaction - INFO - Epoch [46][1140/3757] lr: 2.000e-04, eta: 1:42:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3023, loss: 1.3023 2020-06-25 17:54:29,119 - mmaction - INFO - Epoch [46][1160/3757] lr: 2.000e-04, eta: 1:42:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0081, loss: 1.0081 2020-06-25 17:54:35,118 - mmaction - INFO - Epoch [46][1180/3757] lr: 2.000e-04, eta: 1:42:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0325, loss: 1.0325 2020-06-25 17:54:41,120 - mmaction - INFO - Epoch [46][1200/3757] lr: 2.000e-04, eta: 1:41:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1145, loss: 1.1145 2020-06-25 17:54:47,107 - mmaction - INFO - Epoch [46][1220/3757] lr: 2.000e-04, eta: 1:41:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0950, loss: 1.0950 2020-06-25 17:54:53,071 - mmaction - INFO - Epoch [46][1240/3757] lr: 2.000e-04, eta: 1:41:43, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 0.9663, loss: 0.9663 2020-06-25 17:55:01,334 - mmaction - INFO - Epoch [46][1260/3757] lr: 2.000e-04, eta: 1:41:36, time: 0.413, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8823, loss: 0.8823 2020-06-25 17:55:07,291 - mmaction - INFO - Epoch [46][1280/3757] lr: 2.000e-04, eta: 1:41:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0360, loss: 1.0360 2020-06-25 17:55:13,282 - mmaction - INFO - Epoch [46][1300/3757] lr: 2.000e-04, eta: 1:41:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3383, loss: 1.3383 2020-06-25 17:55:19,263 - mmaction - INFO - Epoch [46][1320/3757] lr: 2.000e-04, eta: 1:41:15, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0900, loss: 1.0900 2020-06-25 17:55:25,254 - mmaction - INFO - Epoch [46][1340/3757] lr: 2.000e-04, eta: 1:41:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1067, loss: 1.1067 2020-06-25 17:55:31,226 - mmaction - INFO - Epoch [46][1360/3757] lr: 2.000e-04, eta: 1:41:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0935, loss: 1.0935 2020-06-25 17:55:37,229 - mmaction - INFO - Epoch [46][1380/3757] lr: 2.000e-04, eta: 1:40:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2449, loss: 1.2449 2020-06-25 17:55:43,205 - mmaction - INFO - Epoch [46][1400/3757] lr: 2.000e-04, eta: 1:40:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3061, loss: 1.3061 2020-06-25 17:55:49,169 - mmaction - INFO - Epoch [46][1420/3757] lr: 2.000e-04, eta: 1:40:39, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2048, loss: 1.2048 2020-06-25 17:55:55,173 - mmaction - INFO - Epoch [46][1440/3757] lr: 2.000e-04, eta: 1:40:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0919, loss: 1.0919 2020-06-25 17:56:01,149 - mmaction - INFO - Epoch [46][1460/3757] lr: 2.000e-04, eta: 1:40:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0441, loss: 1.0441 2020-06-25 17:56:07,133 - mmaction - INFO - Epoch [46][1480/3757] lr: 2.000e-04, eta: 1:40:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1599, loss: 1.1599 2020-06-25 17:56:13,080 - mmaction - INFO - Epoch [46][1500/3757] lr: 2.000e-04, eta: 1:40:11, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 1.0369, loss: 1.0369 2020-06-25 17:56:19,072 - mmaction - INFO - Epoch [46][1520/3757] lr: 2.000e-04, eta: 1:40:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0865, loss: 1.0865 2020-06-25 17:56:25,081 - mmaction - INFO - Epoch [46][1540/3757] lr: 2.000e-04, eta: 1:39:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1079, loss: 1.1079 2020-06-25 17:56:31,062 - mmaction - INFO - Epoch [46][1560/3757] lr: 2.000e-04, eta: 1:39:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0966, loss: 1.0966 2020-06-25 17:56:37,061 - mmaction - INFO - Epoch [46][1580/3757] lr: 2.000e-04, eta: 1:39:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9751, loss: 0.9751 2020-06-25 17:56:43,057 - mmaction - INFO - Epoch [46][1600/3757] lr: 2.000e-04, eta: 1:39:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.3956, loss: 1.3956 2020-06-25 17:56:49,055 - mmaction - INFO - Epoch [46][1620/3757] lr: 2.000e-04, eta: 1:39:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9476, loss: 0.9476 2020-06-25 17:56:54,998 - mmaction - INFO - Epoch [46][1640/3757] lr: 2.000e-04, eta: 1:39:22, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0265, loss: 1.0265 2020-06-25 17:57:00,960 - mmaction - INFO - Epoch [46][1660/3757] lr: 2.000e-04, eta: 1:39:15, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2783, loss: 1.2783 2020-06-25 17:57:06,942 - mmaction - INFO - Epoch [46][1680/3757] lr: 2.000e-04, eta: 1:39:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9437, loss_cls: 0.9062, loss: 0.9062 2020-06-25 17:57:12,922 - mmaction - INFO - Epoch [46][1700/3757] lr: 2.000e-04, eta: 1:39:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 0.9723, loss: 0.9723 2020-06-25 17:57:22,140 - mmaction - INFO - Epoch [46][1720/3757] lr: 2.000e-04, eta: 1:38:54, time: 0.461, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3314, loss: 1.3314 2020-06-25 17:57:35,651 - mmaction - INFO - Epoch [46][1740/3757] lr: 2.000e-04, eta: 1:38:47, time: 0.676, data_time: 0.141, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2857, loss: 1.2857 2020-06-25 17:57:47,230 - mmaction - INFO - Epoch [46][1760/3757] lr: 2.000e-04, eta: 1:38:41, time: 0.579, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9563, loss_cls: 0.8960, loss: 0.8960 2020-06-25 17:57:56,997 - mmaction - INFO - Epoch [46][1780/3757] lr: 2.000e-04, eta: 1:38:34, time: 0.489, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.8714, loss: 0.8714 2020-06-25 17:58:10,450 - mmaction - INFO - Epoch [46][1800/3757] lr: 2.000e-04, eta: 1:38:28, time: 0.673, data_time: 0.191, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1325, loss: 1.1325 2020-06-25 17:58:19,731 - mmaction - INFO - Epoch [46][1820/3757] lr: 2.000e-04, eta: 1:38:21, time: 0.464, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0190, loss: 1.0190 2020-06-25 17:58:35,106 - mmaction - INFO - Epoch [46][1840/3757] lr: 2.000e-04, eta: 1:38:15, time: 0.769, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1509, loss: 1.1509 2020-06-25 17:58:41,102 - mmaction - INFO - Epoch [46][1860/3757] lr: 2.000e-04, eta: 1:38:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2296, loss: 1.2296 2020-06-25 17:58:47,102 - mmaction - INFO - Epoch [46][1880/3757] lr: 2.000e-04, eta: 1:38:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.2236, loss: 1.2236 2020-06-25 17:58:53,110 - mmaction - INFO - Epoch [46][1900/3757] lr: 2.000e-04, eta: 1:37:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0881, loss: 1.0881 2020-06-25 17:58:59,114 - mmaction - INFO - Epoch [46][1920/3757] lr: 2.000e-04, eta: 1:37:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1069, loss: 1.1069 2020-06-25 17:59:05,128 - mmaction - INFO - Epoch [46][1940/3757] lr: 2.000e-04, eta: 1:37:40, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9375, loss_cls: 1.0460, loss: 1.0460 2020-06-25 17:59:14,309 - mmaction - INFO - Epoch [46][1960/3757] lr: 2.000e-04, eta: 1:37:33, time: 0.459, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1037, loss: 1.1037 2020-06-25 17:59:20,294 - mmaction - INFO - Epoch [46][1980/3757] lr: 2.000e-04, eta: 1:37:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0487, loss: 1.0487 2020-06-25 17:59:26,287 - mmaction - INFO - Epoch [46][2000/3757] lr: 2.000e-04, eta: 1:37:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0594, loss: 1.0594 2020-06-25 17:59:32,267 - mmaction - INFO - Epoch [46][2020/3757] lr: 2.000e-04, eta: 1:37:12, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1139, loss: 1.1139 2020-06-25 17:59:38,224 - mmaction - INFO - Epoch [46][2040/3757] lr: 2.000e-04, eta: 1:37:05, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.0872, loss: 1.0872 2020-06-25 17:59:44,213 - mmaction - INFO - Epoch [46][2060/3757] lr: 2.000e-04, eta: 1:36:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2188, loss: 1.2188 2020-06-25 17:59:50,195 - mmaction - INFO - Epoch [46][2080/3757] lr: 2.000e-04, eta: 1:36:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0057, loss: 1.0057 2020-06-25 17:59:56,201 - mmaction - INFO - Epoch [46][2100/3757] lr: 2.000e-04, eta: 1:36:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1376, loss: 1.1376 2020-06-25 18:00:02,200 - mmaction - INFO - Epoch [46][2120/3757] lr: 2.000e-04, eta: 1:36:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0801, loss: 1.0801 2020-06-25 18:00:10,824 - mmaction - INFO - Epoch [46][2140/3757] lr: 2.000e-04, eta: 1:36:30, time: 0.431, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0649, loss: 1.0649 2020-06-25 18:00:16,822 - mmaction - INFO - Epoch [46][2160/3757] lr: 2.000e-04, eta: 1:36:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2670, loss: 1.2670 2020-06-25 18:00:22,805 - mmaction - INFO - Epoch [46][2180/3757] lr: 2.000e-04, eta: 1:36:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1363, loss: 1.1363 2020-06-25 18:00:28,798 - mmaction - INFO - Epoch [46][2200/3757] lr: 2.000e-04, eta: 1:36:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0543, loss: 1.0543 2020-06-25 18:00:34,770 - mmaction - INFO - Epoch [46][2220/3757] lr: 2.000e-04, eta: 1:36:02, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1382, loss: 1.1382 2020-06-25 18:00:40,773 - mmaction - INFO - Epoch [46][2240/3757] lr: 2.000e-04, eta: 1:35:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0877, loss: 1.0877 2020-06-25 18:00:46,738 - mmaction - INFO - Epoch [46][2260/3757] lr: 2.000e-04, eta: 1:35:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1571, loss: 1.1571 2020-06-25 18:00:52,718 - mmaction - INFO - Epoch [46][2280/3757] lr: 2.000e-04, eta: 1:35:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0822, loss: 1.0822 2020-06-25 18:00:58,702 - mmaction - INFO - Epoch [46][2300/3757] lr: 2.000e-04, eta: 1:35:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.1011, loss: 1.1011 2020-06-25 18:01:04,672 - mmaction - INFO - Epoch [46][2320/3757] lr: 2.000e-04, eta: 1:35:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0612, loss: 1.0612 2020-06-25 18:01:10,646 - mmaction - INFO - Epoch [46][2340/3757] lr: 2.000e-04, eta: 1:35:19, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2177, loss: 1.2177 2020-06-25 18:01:16,647 - mmaction - INFO - Epoch [46][2360/3757] lr: 2.000e-04, eta: 1:35:12, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8558, loss: 0.8558 2020-06-25 18:01:22,637 - mmaction - INFO - Epoch [46][2380/3757] lr: 2.000e-04, eta: 1:35:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2319, loss: 1.2319 2020-06-25 18:01:28,634 - mmaction - INFO - Epoch [46][2400/3757] lr: 2.000e-04, eta: 1:34:58, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9683, loss: 0.9683 2020-06-25 18:01:34,636 - mmaction - INFO - Epoch [46][2420/3757] lr: 2.000e-04, eta: 1:34:51, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0712, loss: 1.0712 2020-06-25 18:01:40,629 - mmaction - INFO - Epoch [46][2440/3757] lr: 2.000e-04, eta: 1:34:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0927, loss: 1.0927 2020-06-25 18:01:46,608 - mmaction - INFO - Epoch [46][2460/3757] lr: 2.000e-04, eta: 1:34:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2050, loss: 1.2050 2020-06-25 18:01:52,595 - mmaction - INFO - Epoch [46][2480/3757] lr: 2.000e-04, eta: 1:34:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8649, loss: 0.8649 2020-06-25 18:01:58,589 - mmaction - INFO - Epoch [46][2500/3757] lr: 2.000e-04, eta: 1:34:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0103, loss: 1.0103 2020-06-25 18:02:04,566 - mmaction - INFO - Epoch [46][2520/3757] lr: 2.000e-04, eta: 1:34:16, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1600, loss: 1.1600 2020-06-25 18:02:10,554 - mmaction - INFO - Epoch [46][2540/3757] lr: 2.000e-04, eta: 1:34:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1677, loss: 1.1677 2020-06-25 18:02:16,543 - mmaction - INFO - Epoch [46][2560/3757] lr: 2.000e-04, eta: 1:34:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1106, loss: 1.1106 2020-06-25 18:02:22,494 - mmaction - INFO - Epoch [46][2580/3757] lr: 2.000e-04, eta: 1:33:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1740, loss: 1.1740 2020-06-25 18:02:28,463 - mmaction - INFO - Epoch [46][2600/3757] lr: 2.000e-04, eta: 1:33:48, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1249, loss: 1.1249 2020-06-25 18:02:34,445 - mmaction - INFO - Epoch [46][2620/3757] lr: 2.000e-04, eta: 1:33:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9174, loss: 0.9174 2020-06-25 18:02:40,421 - mmaction - INFO - Epoch [46][2640/3757] lr: 2.000e-04, eta: 1:33:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9818, loss: 0.9818 2020-06-25 18:02:46,403 - mmaction - INFO - Epoch [46][2660/3757] lr: 2.000e-04, eta: 1:33:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9689, loss: 0.9689 2020-06-25 18:02:52,387 - mmaction - INFO - Epoch [46][2680/3757] lr: 2.000e-04, eta: 1:33:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9654, loss: 0.9654 2020-06-25 18:02:58,401 - mmaction - INFO - Epoch [46][2700/3757] lr: 2.000e-04, eta: 1:33:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2226, loss: 1.2226 2020-06-25 18:03:04,387 - mmaction - INFO - Epoch [46][2720/3757] lr: 2.000e-04, eta: 1:33:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0529, loss: 1.0529 2020-06-25 18:03:10,355 - mmaction - INFO - Epoch [46][2740/3757] lr: 2.000e-04, eta: 1:32:58, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1094, loss: 1.1094 2020-06-25 18:03:16,318 - mmaction - INFO - Epoch [46][2760/3757] lr: 2.000e-04, eta: 1:32:51, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0357, loss: 1.0357 2020-06-25 18:03:22,319 - mmaction - INFO - Epoch [46][2780/3757] lr: 2.000e-04, eta: 1:32:44, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 0.9979, loss: 0.9979 2020-06-25 18:03:28,327 - mmaction - INFO - Epoch [46][2800/3757] lr: 2.000e-04, eta: 1:32:37, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0238, loss: 1.0238 2020-06-25 18:03:34,347 - mmaction - INFO - Epoch [46][2820/3757] lr: 2.000e-04, eta: 1:32:30, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 0.9774, loss: 0.9774 2020-06-25 18:03:40,350 - mmaction - INFO - Epoch [46][2840/3757] lr: 2.000e-04, eta: 1:32:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0898, loss: 1.0898 2020-06-25 18:03:46,347 - mmaction - INFO - Epoch [46][2860/3757] lr: 2.000e-04, eta: 1:32:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1787, loss: 1.1787 2020-06-25 18:03:52,317 - mmaction - INFO - Epoch [46][2880/3757] lr: 2.000e-04, eta: 1:32:09, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2105, loss: 1.2105 2020-06-25 18:03:58,310 - mmaction - INFO - Epoch [46][2900/3757] lr: 2.000e-04, eta: 1:32:02, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.1596, loss: 1.1596 2020-06-25 18:04:04,295 - mmaction - INFO - Epoch [46][2920/3757] lr: 2.000e-04, eta: 1:31:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4452, loss: 1.4452 2020-06-25 18:04:10,318 - mmaction - INFO - Epoch [46][2940/3757] lr: 2.000e-04, eta: 1:31:48, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1762, loss: 1.1762 2020-06-25 18:04:16,316 - mmaction - INFO - Epoch [46][2960/3757] lr: 2.000e-04, eta: 1:31:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0253, loss: 1.0253 2020-06-25 18:04:22,323 - mmaction - INFO - Epoch [46][2980/3757] lr: 2.000e-04, eta: 1:31:34, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1455, loss: 1.1455 2020-06-25 18:04:28,356 - mmaction - INFO - Epoch [46][3000/3757] lr: 2.000e-04, eta: 1:31:27, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1247, loss: 1.1247 2020-06-25 18:04:34,350 - mmaction - INFO - Epoch [46][3020/3757] lr: 2.000e-04, eta: 1:31:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2845, loss: 1.2845 2020-06-25 18:04:40,357 - mmaction - INFO - Epoch [46][3040/3757] lr: 2.000e-04, eta: 1:31:13, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.2692, loss: 1.2692 2020-06-25 18:04:46,341 - mmaction - INFO - Epoch [46][3060/3757] lr: 2.000e-04, eta: 1:31:06, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1841, loss: 1.1841 2020-06-25 18:04:52,316 - mmaction - INFO - Epoch [46][3080/3757] lr: 2.000e-04, eta: 1:30:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1475, loss: 1.1475 2020-06-25 18:04:58,300 - mmaction - INFO - Epoch [46][3100/3757] lr: 2.000e-04, eta: 1:30:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1546, loss: 1.1546 2020-06-25 18:05:04,489 - mmaction - INFO - Epoch [46][3120/3757] lr: 2.000e-04, eta: 1:30:45, time: 0.309, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0871, loss: 1.0871 2020-06-25 18:05:10,958 - mmaction - INFO - Epoch [46][3140/3757] lr: 2.000e-04, eta: 1:30:38, time: 0.324, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0726, loss: 1.0726 2020-06-25 18:05:16,922 - mmaction - INFO - Epoch [46][3160/3757] lr: 2.000e-04, eta: 1:30:31, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3038, loss: 1.3038 2020-06-25 18:05:22,924 - mmaction - INFO - Epoch [46][3180/3757] lr: 2.000e-04, eta: 1:30:24, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9650, loss: 0.9650 2020-06-25 18:05:28,853 - mmaction - INFO - Epoch [46][3200/3757] lr: 2.000e-04, eta: 1:30:17, time: 0.296, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1815, loss: 1.1815 2020-06-25 18:05:34,832 - mmaction - INFO - Epoch [46][3220/3757] lr: 2.000e-04, eta: 1:30:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0740, loss: 1.0740 2020-06-25 18:05:40,810 - mmaction - INFO - Epoch [46][3240/3757] lr: 2.000e-04, eta: 1:30:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.2614, loss: 1.2614 2020-06-25 18:05:46,766 - mmaction - INFO - Epoch [46][3260/3757] lr: 2.000e-04, eta: 1:29:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1407, loss: 1.1407 2020-06-25 18:05:52,761 - mmaction - INFO - Epoch [46][3280/3757] lr: 2.000e-04, eta: 1:29:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1046, loss: 1.1046 2020-06-25 18:05:58,769 - mmaction - INFO - Epoch [46][3300/3757] lr: 2.000e-04, eta: 1:29:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3752, loss: 1.3752 2020-06-25 18:06:04,740 - mmaction - INFO - Epoch [46][3320/3757] lr: 2.000e-04, eta: 1:29:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1769, loss: 1.1769 2020-06-25 18:06:10,711 - mmaction - INFO - Epoch [46][3340/3757] lr: 2.000e-04, eta: 1:29:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0129, loss: 1.0129 2020-06-25 18:06:16,675 - mmaction - INFO - Epoch [46][3360/3757] lr: 2.000e-04, eta: 1:29:20, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2442, loss: 1.2442 2020-06-25 18:06:22,662 - mmaction - INFO - Epoch [46][3380/3757] lr: 2.000e-04, eta: 1:29:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2234, loss: 1.2234 2020-06-25 18:06:28,619 - mmaction - INFO - Epoch [46][3400/3757] lr: 2.000e-04, eta: 1:29:06, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2762, loss: 1.2762 2020-06-25 18:06:34,594 - mmaction - INFO - Epoch [46][3420/3757] lr: 2.000e-04, eta: 1:28:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1624, loss: 1.1624 2020-06-25 18:06:40,549 - mmaction - INFO - Epoch [46][3440/3757] lr: 2.000e-04, eta: 1:28:52, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1296, loss: 1.1296 2020-06-25 18:06:46,520 - mmaction - INFO - Epoch [46][3460/3757] lr: 2.000e-04, eta: 1:28:45, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2352, loss: 1.2352 2020-06-25 18:06:52,536 - mmaction - INFO - Epoch [46][3480/3757] lr: 2.000e-04, eta: 1:28:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3015, loss: 1.3015 2020-06-25 18:06:58,527 - mmaction - INFO - Epoch [46][3500/3757] lr: 2.000e-04, eta: 1:28:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.0776, loss: 1.0776 2020-06-25 18:07:04,527 - mmaction - INFO - Epoch [46][3520/3757] lr: 2.000e-04, eta: 1:28:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1737, loss: 1.1737 2020-06-25 18:07:10,521 - mmaction - INFO - Epoch [46][3540/3757] lr: 2.000e-04, eta: 1:28:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0231, loss: 1.0231 2020-06-25 18:07:16,503 - mmaction - INFO - Epoch [46][3560/3757] lr: 2.000e-04, eta: 1:28:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8562, loss_cls: 1.0452, loss: 1.0452 2020-06-25 18:07:22,477 - mmaction - INFO - Epoch [46][3580/3757] lr: 2.000e-04, eta: 1:28:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2942, loss: 1.2942 2020-06-25 18:07:28,464 - mmaction - INFO - Epoch [46][3600/3757] lr: 2.000e-04, eta: 1:27:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9986, loss: 0.9986 2020-06-25 18:07:34,464 - mmaction - INFO - Epoch [46][3620/3757] lr: 2.000e-04, eta: 1:27:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0904, loss: 1.0904 2020-06-25 18:07:40,448 - mmaction - INFO - Epoch [46][3640/3757] lr: 2.000e-04, eta: 1:27:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1257, loss: 1.1257 2020-06-25 18:07:46,419 - mmaction - INFO - Epoch [46][3660/3757] lr: 2.000e-04, eta: 1:27:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0800, loss: 1.0800 2020-06-25 18:07:52,429 - mmaction - INFO - Epoch [46][3680/3757] lr: 2.000e-04, eta: 1:27:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.3378, loss: 1.3378 2020-06-25 18:07:58,404 - mmaction - INFO - Epoch [46][3700/3757] lr: 2.000e-04, eta: 1:27:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2721, loss: 1.2721 2020-06-25 18:08:04,384 - mmaction - INFO - Epoch [46][3720/3757] lr: 2.000e-04, eta: 1:27:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0649, loss: 1.0649 2020-06-25 18:08:10,392 - mmaction - INFO - Epoch [46][3740/3757] lr: 2.000e-04, eta: 1:27:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0571, loss: 1.0571 2020-06-25 18:11:39,702 - mmaction - INFO - Epoch [47][20/3757] lr: 2.000e-04, eta: 1:27:10, time: 9.837, data_time: 9.427, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9711, loss: 0.9711 2020-06-25 18:11:45,742 - mmaction - INFO - Epoch [47][40/3757] lr: 2.000e-04, eta: 1:27:03, time: 0.302, data_time: 0.004, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1703, loss: 1.1703 2020-06-25 18:11:51,742 - mmaction - INFO - Epoch [47][60/3757] lr: 2.000e-04, eta: 1:26:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.1212, loss: 1.1212 2020-06-25 18:11:57,722 - mmaction - INFO - Epoch [47][80/3757] lr: 2.000e-04, eta: 1:26:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1490, loss: 1.1490 2020-06-25 18:12:03,727 - mmaction - INFO - Epoch [47][100/3757] lr: 2.000e-04, eta: 1:26:42, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2682, loss: 1.2682 2020-06-25 18:12:09,719 - mmaction - INFO - Epoch [47][120/3757] lr: 2.000e-04, eta: 1:26:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2826, loss: 1.2826 2020-06-25 18:12:15,712 - mmaction - INFO - Epoch [47][140/3757] lr: 2.000e-04, eta: 1:26:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1272, loss: 1.1272 2020-06-25 18:12:21,729 - mmaction - INFO - Epoch [47][160/3757] lr: 2.000e-04, eta: 1:26:20, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1515, loss: 1.1515 2020-06-25 18:12:27,724 - mmaction - INFO - Epoch [47][180/3757] lr: 2.000e-04, eta: 1:26:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0404, loss: 1.0404 2020-06-25 18:12:33,725 - mmaction - INFO - Epoch [47][200/3757] lr: 2.000e-04, eta: 1:26:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1335, loss: 1.1335 2020-06-25 18:12:39,681 - mmaction - INFO - Epoch [47][220/3757] lr: 2.000e-04, eta: 1:25:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0771, loss: 1.0771 2020-06-25 18:12:45,678 - mmaction - INFO - Epoch [47][240/3757] lr: 2.000e-04, eta: 1:25:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9148, loss: 0.9148 2020-06-25 18:12:51,653 - mmaction - INFO - Epoch [47][260/3757] lr: 2.000e-04, eta: 1:25:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0476, loss: 1.0476 2020-06-25 18:12:57,650 - mmaction - INFO - Epoch [47][280/3757] lr: 2.000e-04, eta: 1:25:38, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2739, loss: 1.2739 2020-06-25 18:13:03,632 - mmaction - INFO - Epoch [47][300/3757] lr: 2.000e-04, eta: 1:25:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1594, loss: 1.1594 2020-06-25 18:13:09,605 - mmaction - INFO - Epoch [47][320/3757] lr: 2.000e-04, eta: 1:25:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9605, loss: 0.9605 2020-06-25 18:13:15,589 - mmaction - INFO - Epoch [47][340/3757] lr: 2.000e-04, eta: 1:25:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.8875, loss_cls: 0.9501, loss: 0.9501 2020-06-25 18:13:21,571 - mmaction - INFO - Epoch [47][360/3757] lr: 2.000e-04, eta: 1:25:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0509, loss: 1.0509 2020-06-25 18:13:27,556 - mmaction - INFO - Epoch [47][380/3757] lr: 2.000e-04, eta: 1:25:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0441, loss: 1.0441 2020-06-25 18:13:33,529 - mmaction - INFO - Epoch [47][400/3757] lr: 2.000e-04, eta: 1:24:56, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8500, loss_cls: 1.2575, loss: 1.2575 2020-06-25 18:13:39,528 - mmaction - INFO - Epoch [47][420/3757] lr: 2.000e-04, eta: 1:24:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2165, loss: 1.2165 2020-06-25 18:13:45,495 - mmaction - INFO - Epoch [47][440/3757] lr: 2.000e-04, eta: 1:24:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1252, loss: 1.1252 2020-06-25 18:13:51,464 - mmaction - INFO - Epoch [47][460/3757] lr: 2.000e-04, eta: 1:24:35, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2365, loss: 1.2365 2020-06-25 18:13:57,439 - mmaction - INFO - Epoch [47][480/3757] lr: 2.000e-04, eta: 1:24:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0176, loss: 1.0176 2020-06-25 18:14:03,432 - mmaction - INFO - Epoch [47][500/3757] lr: 2.000e-04, eta: 1:24:20, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0886, loss: 1.0886 2020-06-25 18:14:09,374 - mmaction - INFO - Epoch [47][520/3757] lr: 2.000e-04, eta: 1:24:13, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2499, loss: 1.2499 2020-06-25 18:14:15,350 - mmaction - INFO - Epoch [47][540/3757] lr: 2.000e-04, eta: 1:24:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9589, loss: 0.9589 2020-06-25 18:14:21,371 - mmaction - INFO - Epoch [47][560/3757] lr: 2.000e-04, eta: 1:23:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1952, loss: 1.1952 2020-06-25 18:14:27,373 - mmaction - INFO - Epoch [47][580/3757] lr: 2.000e-04, eta: 1:23:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2258, loss: 1.2258 2020-06-25 18:14:33,370 - mmaction - INFO - Epoch [47][600/3757] lr: 2.000e-04, eta: 1:23:45, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0914, loss: 1.0914 2020-06-25 18:14:39,365 - mmaction - INFO - Epoch [47][620/3757] lr: 2.000e-04, eta: 1:23:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9806, loss: 0.9806 2020-06-25 18:14:45,379 - mmaction - INFO - Epoch [47][640/3757] lr: 2.000e-04, eta: 1:23:31, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0670, loss: 1.0670 2020-06-25 18:14:51,339 - mmaction - INFO - Epoch [47][660/3757] lr: 2.000e-04, eta: 1:23:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 1.0436, loss: 1.0436 2020-06-25 18:14:57,311 - mmaction - INFO - Epoch [47][680/3757] lr: 2.000e-04, eta: 1:23:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0640, loss: 1.0640 2020-06-25 18:15:11,692 - mmaction - INFO - Epoch [47][700/3757] lr: 2.000e-04, eta: 1:23:11, time: 0.719, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1716, loss: 1.1716 2020-06-25 18:15:40,028 - mmaction - INFO - Epoch [47][720/3757] lr: 2.000e-04, eta: 1:23:05, time: 1.417, data_time: 0.425, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 0.8983, loss: 0.8983 2020-06-25 18:15:54,111 - mmaction - INFO - Epoch [47][740/3757] lr: 2.000e-04, eta: 1:22:59, time: 0.704, data_time: 0.000, memory: 7077, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.3921, loss: 1.3921 2020-06-25 18:16:07,896 - mmaction - INFO - Epoch [47][760/3757] lr: 2.000e-04, eta: 1:22:53, time: 0.689, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9211, loss: 0.9211 2020-06-25 18:16:18,753 - mmaction - INFO - Epoch [47][780/3757] lr: 2.000e-04, eta: 1:22:46, time: 0.543, data_time: 0.051, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0561, loss: 1.0561 2020-06-25 18:16:30,767 - mmaction - INFO - Epoch [47][800/3757] lr: 2.000e-04, eta: 1:22:39, time: 0.601, data_time: 0.129, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2698, loss: 1.2698 2020-06-25 18:16:44,415 - mmaction - INFO - Epoch [47][820/3757] lr: 2.000e-04, eta: 1:22:33, time: 0.682, data_time: 0.041, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3488, loss: 1.3488 2020-06-25 18:16:53,895 - mmaction - INFO - Epoch [47][840/3757] lr: 2.000e-04, eta: 1:22:26, time: 0.474, data_time: 0.166, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1022, loss: 1.1022 2020-06-25 18:17:03,920 - mmaction - INFO - Epoch [47][860/3757] lr: 2.000e-04, eta: 1:22:20, time: 0.502, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1133, loss: 1.1133 2020-06-25 18:17:16,933 - mmaction - INFO - Epoch [47][880/3757] lr: 2.000e-04, eta: 1:22:13, time: 0.650, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0549, loss: 1.0549 2020-06-25 18:17:22,911 - mmaction - INFO - Epoch [47][900/3757] lr: 2.000e-04, eta: 1:22:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0415, loss: 1.0415 2020-06-25 18:17:28,902 - mmaction - INFO - Epoch [47][920/3757] lr: 2.000e-04, eta: 1:21:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2765, loss: 1.2765 2020-06-25 18:17:41,643 - mmaction - INFO - Epoch [47][940/3757] lr: 2.000e-04, eta: 1:21:52, time: 0.637, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9521, loss: 0.9521 2020-06-25 18:17:47,658 - mmaction - INFO - Epoch [47][960/3757] lr: 2.000e-04, eta: 1:21:45, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1005, loss: 1.1005 2020-06-25 18:18:00,451 - mmaction - INFO - Epoch [47][980/3757] lr: 2.000e-04, eta: 1:21:39, time: 0.640, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2354, loss: 1.2354 2020-06-25 18:18:06,461 - mmaction - INFO - Epoch [47][1000/3757] lr: 2.000e-04, eta: 1:21:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9611, loss: 0.9611 2020-06-25 18:18:15,950 - mmaction - INFO - Epoch [47][1020/3757] lr: 2.000e-04, eta: 1:21:25, time: 0.474, data_time: 0.175, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1708, loss: 1.1708 2020-06-25 18:18:21,948 - mmaction - INFO - Epoch [47][1040/3757] lr: 2.000e-04, eta: 1:21:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3172, loss: 1.3172 2020-06-25 18:18:27,943 - mmaction - INFO - Epoch [47][1060/3757] lr: 2.000e-04, eta: 1:21:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9625, loss_cls: 0.8541, loss: 0.8541 2020-06-25 18:18:33,946 - mmaction - INFO - Epoch [47][1080/3757] lr: 2.000e-04, eta: 1:21:04, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1746, loss: 1.1746 2020-06-25 18:18:39,933 - mmaction - INFO - Epoch [47][1100/3757] lr: 2.000e-04, eta: 1:20:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 1.0228, loss: 1.0228 2020-06-25 18:18:45,914 - mmaction - INFO - Epoch [47][1120/3757] lr: 2.000e-04, eta: 1:20:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0925, loss: 1.0925 2020-06-25 18:18:51,922 - mmaction - INFO - Epoch [47][1140/3757] lr: 2.000e-04, eta: 1:20:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.8313, top5_acc: 0.9375, loss_cls: 0.7389, loss: 0.7389 2020-06-25 18:18:57,933 - mmaction - INFO - Epoch [47][1160/3757] lr: 2.000e-04, eta: 1:20:36, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.8875, loss_cls: 0.9522, loss: 0.9522 2020-06-25 18:19:03,936 - mmaction - INFO - Epoch [47][1180/3757] lr: 2.000e-04, eta: 1:20:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9555, loss: 0.9555 2020-06-25 18:19:09,942 - mmaction - INFO - Epoch [47][1200/3757] lr: 2.000e-04, eta: 1:20:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.8372, loss: 0.8372 2020-06-25 18:19:15,941 - mmaction - INFO - Epoch [47][1220/3757] lr: 2.000e-04, eta: 1:20:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1109, loss: 1.1109 2020-06-25 18:19:21,947 - mmaction - INFO - Epoch [47][1240/3757] lr: 2.000e-04, eta: 1:20:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1366, loss: 1.1366 2020-06-25 18:19:28,922 - mmaction - INFO - Epoch [47][1260/3757] lr: 2.000e-04, eta: 1:20:01, time: 0.349, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2637, loss: 1.2637 2020-06-25 18:19:34,928 - mmaction - INFO - Epoch [47][1280/3757] lr: 2.000e-04, eta: 1:19:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0695, loss: 1.0695 2020-06-25 18:19:40,910 - mmaction - INFO - Epoch [47][1300/3757] lr: 2.000e-04, eta: 1:19:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0506, loss: 1.0506 2020-06-25 18:19:46,873 - mmaction - INFO - Epoch [47][1320/3757] lr: 2.000e-04, eta: 1:19:39, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.0874, loss: 1.0874 2020-06-25 18:19:52,857 - mmaction - INFO - Epoch [47][1340/3757] lr: 2.000e-04, eta: 1:19:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1782, loss: 1.1782 2020-06-25 18:19:58,863 - mmaction - INFO - Epoch [47][1360/3757] lr: 2.000e-04, eta: 1:19:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2562, loss: 1.2562 2020-06-25 18:20:05,600 - mmaction - INFO - Epoch [47][1380/3757] lr: 2.000e-04, eta: 1:19:18, time: 0.337, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1573, loss: 1.1573 2020-06-25 18:20:11,605 - mmaction - INFO - Epoch [47][1400/3757] lr: 2.000e-04, eta: 1:19:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.1979, loss: 1.1979 2020-06-25 18:20:17,610 - mmaction - INFO - Epoch [47][1420/3757] lr: 2.000e-04, eta: 1:19:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2221, loss: 1.2221 2020-06-25 18:20:24,862 - mmaction - INFO - Epoch [47][1440/3757] lr: 2.000e-04, eta: 1:18:57, time: 0.363, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2469, loss: 1.2469 2020-06-25 18:20:30,864 - mmaction - INFO - Epoch [47][1460/3757] lr: 2.000e-04, eta: 1:18:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0168, loss: 1.0168 2020-06-25 18:20:36,869 - mmaction - INFO - Epoch [47][1480/3757] lr: 2.000e-04, eta: 1:18:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0377, loss: 1.0377 2020-06-25 18:20:42,869 - mmaction - INFO - Epoch [47][1500/3757] lr: 2.000e-04, eta: 1:18:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1661, loss: 1.1661 2020-06-25 18:20:48,848 - mmaction - INFO - Epoch [47][1520/3757] lr: 2.000e-04, eta: 1:18:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0719, loss: 1.0719 2020-06-25 18:20:54,851 - mmaction - INFO - Epoch [47][1540/3757] lr: 2.000e-04, eta: 1:18:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9899, loss: 0.9899 2020-06-25 18:21:00,828 - mmaction - INFO - Epoch [47][1560/3757] lr: 2.000e-04, eta: 1:18:15, time: 0.300, data_time: 0.002, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2421, loss: 1.2421 2020-06-25 18:21:06,819 - mmaction - INFO - Epoch [47][1580/3757] lr: 2.000e-04, eta: 1:18:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.3612, loss: 1.3612 2020-06-25 18:21:12,765 - mmaction - INFO - Epoch [47][1600/3757] lr: 2.000e-04, eta: 1:18:01, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1575, loss: 1.1575 2020-06-25 18:21:18,753 - mmaction - INFO - Epoch [47][1620/3757] lr: 2.000e-04, eta: 1:17:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0602, loss: 1.0602 2020-06-25 18:21:24,730 - mmaction - INFO - Epoch [47][1640/3757] lr: 2.000e-04, eta: 1:17:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1053, loss: 1.1053 2020-06-25 18:21:30,724 - mmaction - INFO - Epoch [47][1660/3757] lr: 2.000e-04, eta: 1:17:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7888, loss: 0.7888 2020-06-25 18:21:36,740 - mmaction - INFO - Epoch [47][1680/3757] lr: 2.000e-04, eta: 1:17:33, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1737, loss: 1.1737 2020-06-25 18:21:42,726 - mmaction - INFO - Epoch [47][1700/3757] lr: 2.000e-04, eta: 1:17:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3275, loss: 1.3275 2020-06-25 18:21:48,684 - mmaction - INFO - Epoch [47][1720/3757] lr: 2.000e-04, eta: 1:17:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2154, loss: 1.2154 2020-06-25 18:21:54,652 - mmaction - INFO - Epoch [47][1740/3757] lr: 2.000e-04, eta: 1:17:11, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1683, loss: 1.1683 2020-06-25 18:22:00,631 - mmaction - INFO - Epoch [47][1760/3757] lr: 2.000e-04, eta: 1:17:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.9250, loss_cls: 1.1306, loss: 1.1306 2020-06-25 18:22:06,617 - mmaction - INFO - Epoch [47][1780/3757] lr: 2.000e-04, eta: 1:16:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 0.9975, loss: 0.9975 2020-06-25 18:22:12,618 - mmaction - INFO - Epoch [47][1800/3757] lr: 2.000e-04, eta: 1:16:50, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1932, loss: 1.1932 2020-06-25 18:22:18,597 - mmaction - INFO - Epoch [47][1820/3757] lr: 2.000e-04, eta: 1:16:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9531, loss: 0.9531 2020-06-25 18:22:24,575 - mmaction - INFO - Epoch [47][1840/3757] lr: 2.000e-04, eta: 1:16:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2231, loss: 1.2231 2020-06-25 18:22:30,528 - mmaction - INFO - Epoch [47][1860/3757] lr: 2.000e-04, eta: 1:16:29, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0855, loss: 1.0855 2020-06-25 18:22:52,184 - mmaction - INFO - Epoch [47][1880/3757] lr: 2.000e-04, eta: 1:16:23, time: 1.083, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3563, loss: 1.3563 2020-06-25 18:23:18,672 - mmaction - INFO - Epoch [47][1900/3757] lr: 2.000e-04, eta: 1:16:18, time: 1.324, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1502, loss: 1.1502 2020-06-25 18:23:37,870 - mmaction - INFO - Epoch [47][1920/3757] lr: 2.000e-04, eta: 1:16:12, time: 0.960, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9862, loss: 0.9862 2020-06-25 18:23:56,005 - mmaction - INFO - Epoch [47][1940/3757] lr: 2.000e-04, eta: 1:16:06, time: 0.907, data_time: 0.201, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0114, loss: 1.0114 2020-06-25 18:24:11,941 - mmaction - INFO - Epoch [47][1960/3757] lr: 2.000e-04, eta: 1:15:59, time: 0.797, data_time: 0.187, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2371, loss: 1.2371 2020-06-25 18:24:27,350 - mmaction - INFO - Epoch [47][1980/3757] lr: 2.000e-04, eta: 1:15:53, time: 0.770, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2143, loss: 1.2143 2020-06-25 18:24:40,563 - mmaction - INFO - Epoch [47][2000/3757] lr: 2.000e-04, eta: 1:15:46, time: 0.660, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1862, loss: 1.1862 2020-06-25 18:24:53,270 - mmaction - INFO - Epoch [47][2020/3757] lr: 2.000e-04, eta: 1:15:40, time: 0.635, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0475, loss: 1.0475 2020-06-25 18:25:07,911 - mmaction - INFO - Epoch [47][2040/3757] lr: 2.000e-04, eta: 1:15:33, time: 0.732, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1582, loss: 1.1582 2020-06-25 18:25:23,295 - mmaction - INFO - Epoch [47][2060/3757] lr: 2.000e-04, eta: 1:15:27, time: 0.769, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.1012, loss: 1.1012 2020-06-25 18:25:31,310 - mmaction - INFO - Epoch [47][2080/3757] lr: 2.000e-04, eta: 1:15:20, time: 0.401, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2035, loss: 1.2035 2020-06-25 18:25:37,302 - mmaction - INFO - Epoch [47][2100/3757] lr: 2.000e-04, eta: 1:15:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2386, loss: 1.2386 2020-06-25 18:25:46,620 - mmaction - INFO - Epoch [47][2120/3757] lr: 2.000e-04, eta: 1:15:06, time: 0.466, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2991, loss: 1.2991 2020-06-25 18:25:52,637 - mmaction - INFO - Epoch [47][2140/3757] lr: 2.000e-04, eta: 1:14:59, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0653, loss: 1.0653 2020-06-25 18:26:03,098 - mmaction - INFO - Epoch [47][2160/3757] lr: 2.000e-04, eta: 1:14:53, time: 0.523, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9345, loss: 0.9345 2020-06-25 18:26:12,717 - mmaction - INFO - Epoch [47][2180/3757] lr: 2.000e-04, eta: 1:14:46, time: 0.481, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0730, loss: 1.0730 2020-06-25 18:26:18,754 - mmaction - INFO - Epoch [47][2200/3757] lr: 2.000e-04, eta: 1:14:39, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1826, loss: 1.1826 2020-06-25 18:26:24,777 - mmaction - INFO - Epoch [47][2220/3757] lr: 2.000e-04, eta: 1:14:32, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1191, loss: 1.1191 2020-06-25 18:26:34,224 - mmaction - INFO - Epoch [47][2240/3757] lr: 2.000e-04, eta: 1:14:25, time: 0.473, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2208, loss: 1.2208 2020-06-25 18:26:40,241 - mmaction - INFO - Epoch [47][2260/3757] lr: 2.000e-04, eta: 1:14:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0048, loss: 1.0048 2020-06-25 18:26:46,231 - mmaction - INFO - Epoch [47][2280/3757] lr: 2.000e-04, eta: 1:14:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1657, loss: 1.1657 2020-06-25 18:26:52,226 - mmaction - INFO - Epoch [47][2300/3757] lr: 2.000e-04, eta: 1:14:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1111, loss: 1.1111 2020-06-25 18:26:58,220 - mmaction - INFO - Epoch [47][2320/3757] lr: 2.000e-04, eta: 1:13:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1447, loss: 1.1447 2020-06-25 18:27:04,231 - mmaction - INFO - Epoch [47][2340/3757] lr: 2.000e-04, eta: 1:13:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0040, loss: 1.0040 2020-06-25 18:27:10,228 - mmaction - INFO - Epoch [47][2360/3757] lr: 2.000e-04, eta: 1:13:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0274, loss: 1.0274 2020-06-25 18:27:16,226 - mmaction - INFO - Epoch [47][2380/3757] lr: 2.000e-04, eta: 1:13:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0386, loss: 1.0386 2020-06-25 18:27:22,222 - mmaction - INFO - Epoch [47][2400/3757] lr: 2.000e-04, eta: 1:13:28, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1362, loss: 1.1362 2020-06-25 18:27:28,207 - mmaction - INFO - Epoch [47][2420/3757] lr: 2.000e-04, eta: 1:13:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0134, loss: 1.0134 2020-06-25 18:27:34,178 - mmaction - INFO - Epoch [47][2440/3757] lr: 2.000e-04, eta: 1:13:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2242, loss: 1.2242 2020-06-25 18:27:40,155 - mmaction - INFO - Epoch [47][2460/3757] lr: 2.000e-04, eta: 1:13:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0366, loss: 1.0366 2020-06-25 18:27:46,133 - mmaction - INFO - Epoch [47][2480/3757] lr: 2.000e-04, eta: 1:13:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1902, loss: 1.1902 2020-06-25 18:27:52,153 - mmaction - INFO - Epoch [47][2500/3757] lr: 2.000e-04, eta: 1:12:53, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.1786, loss: 1.1786 2020-06-25 18:27:58,134 - mmaction - INFO - Epoch [47][2520/3757] lr: 2.000e-04, eta: 1:12:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9541, loss: 0.9541 2020-06-25 18:28:04,109 - mmaction - INFO - Epoch [47][2540/3757] lr: 2.000e-04, eta: 1:12:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1645, loss: 1.1645 2020-06-25 18:28:10,101 - mmaction - INFO - Epoch [47][2560/3757] lr: 2.000e-04, eta: 1:12:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2476, loss: 1.2476 2020-06-25 18:28:16,082 - mmaction - INFO - Epoch [47][2580/3757] lr: 2.000e-04, eta: 1:12:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.0782, loss: 1.0782 2020-06-25 18:28:22,055 - mmaction - INFO - Epoch [47][2600/3757] lr: 2.000e-04, eta: 1:12:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2183, loss: 1.2183 2020-06-25 18:28:28,047 - mmaction - INFO - Epoch [47][2620/3757] lr: 2.000e-04, eta: 1:12:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9883, loss: 0.9883 2020-06-25 18:28:34,030 - mmaction - INFO - Epoch [47][2640/3757] lr: 2.000e-04, eta: 1:12:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0911, loss: 1.0911 2020-06-25 18:28:40,020 - mmaction - INFO - Epoch [47][2660/3757] lr: 2.000e-04, eta: 1:11:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1085, loss: 1.1085 2020-06-25 18:28:45,987 - mmaction - INFO - Epoch [47][2680/3757] lr: 2.000e-04, eta: 1:11:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0844, loss: 1.0844 2020-06-25 18:28:51,964 - mmaction - INFO - Epoch [47][2700/3757] lr: 2.000e-04, eta: 1:11:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9553, loss: 0.9553 2020-06-25 18:28:57,945 - mmaction - INFO - Epoch [47][2720/3757] lr: 2.000e-04, eta: 1:11:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1648, loss: 1.1648 2020-06-25 18:29:03,961 - mmaction - INFO - Epoch [47][2740/3757] lr: 2.000e-04, eta: 1:11:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4293, loss: 1.4293 2020-06-25 18:29:09,974 - mmaction - INFO - Epoch [47][2760/3757] lr: 2.000e-04, eta: 1:11:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2336, loss: 1.2336 2020-06-25 18:29:16,006 - mmaction - INFO - Epoch [47][2780/3757] lr: 2.000e-04, eta: 1:11:14, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 1.0301, loss: 1.0301 2020-06-25 18:29:21,988 - mmaction - INFO - Epoch [47][2800/3757] lr: 2.000e-04, eta: 1:11:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0460, loss: 1.0460 2020-06-25 18:29:27,974 - mmaction - INFO - Epoch [47][2820/3757] lr: 2.000e-04, eta: 1:11:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0814, loss: 1.0814 2020-06-25 18:29:33,958 - mmaction - INFO - Epoch [47][2840/3757] lr: 2.000e-04, eta: 1:10:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0549, loss: 1.0549 2020-06-25 18:29:39,932 - mmaction - INFO - Epoch [47][2860/3757] lr: 2.000e-04, eta: 1:10:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0289, loss: 1.0289 2020-06-25 18:29:45,930 - mmaction - INFO - Epoch [47][2880/3757] lr: 2.000e-04, eta: 1:10:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1482, loss: 1.1482 2020-06-25 18:29:51,903 - mmaction - INFO - Epoch [47][2900/3757] lr: 2.000e-04, eta: 1:10:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 1.0249, loss: 1.0249 2020-06-25 18:29:57,912 - mmaction - INFO - Epoch [47][2920/3757] lr: 2.000e-04, eta: 1:10:25, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2629, loss: 1.2629 2020-06-25 18:30:03,907 - mmaction - INFO - Epoch [47][2940/3757] lr: 2.000e-04, eta: 1:10:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.1019, loss: 1.1019 2020-06-25 18:30:09,907 - mmaction - INFO - Epoch [47][2960/3757] lr: 2.000e-04, eta: 1:10:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9437, loss_cls: 0.8469, loss: 0.8469 2020-06-25 18:30:15,861 - mmaction - INFO - Epoch [47][2980/3757] lr: 2.000e-04, eta: 1:10:04, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1560, loss: 1.1560 2020-06-25 18:30:21,825 - mmaction - INFO - Epoch [47][3000/3757] lr: 2.000e-04, eta: 1:09:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9513, loss: 0.9513 2020-06-25 18:30:27,821 - mmaction - INFO - Epoch [47][3020/3757] lr: 2.000e-04, eta: 1:09:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2292, loss: 1.2292 2020-06-25 18:30:33,805 - mmaction - INFO - Epoch [47][3040/3757] lr: 2.000e-04, eta: 1:09:43, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9029, loss: 0.9029 2020-06-25 18:30:39,794 - mmaction - INFO - Epoch [47][3060/3757] lr: 2.000e-04, eta: 1:09:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0007, loss: 1.0007 2020-06-25 18:30:45,746 - mmaction - INFO - Epoch [47][3080/3757] lr: 2.000e-04, eta: 1:09:29, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1391, loss: 1.1391 2020-06-25 18:30:51,715 - mmaction - INFO - Epoch [47][3100/3757] lr: 2.000e-04, eta: 1:09:22, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0206, loss: 1.0206 2020-06-25 18:30:57,709 - mmaction - INFO - Epoch [47][3120/3757] lr: 2.000e-04, eta: 1:09:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2235, loss: 1.2235 2020-06-25 18:31:03,670 - mmaction - INFO - Epoch [47][3140/3757] lr: 2.000e-04, eta: 1:09:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0010, loss: 1.0010 2020-06-25 18:31:09,672 - mmaction - INFO - Epoch [47][3160/3757] lr: 2.000e-04, eta: 1:09:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.0714, loss: 1.0714 2020-06-25 18:31:15,654 - mmaction - INFO - Epoch [47][3180/3757] lr: 2.000e-04, eta: 1:08:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9688, loss_cls: 0.8566, loss: 0.8566 2020-06-25 18:31:21,662 - mmaction - INFO - Epoch [47][3200/3757] lr: 2.000e-04, eta: 1:08:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.3129, loss: 1.3129 2020-06-25 18:31:27,636 - mmaction - INFO - Epoch [47][3220/3757] lr: 2.000e-04, eta: 1:08:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5029, loss: 1.5029 2020-06-25 18:31:33,611 - mmaction - INFO - Epoch [47][3240/3757] lr: 2.000e-04, eta: 1:08:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1618, loss: 1.1618 2020-06-25 18:31:39,592 - mmaction - INFO - Epoch [47][3260/3757] lr: 2.000e-04, eta: 1:08:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4865, loss: 1.4865 2020-06-25 18:31:45,559 - mmaction - INFO - Epoch [47][3280/3757] lr: 2.000e-04, eta: 1:08:18, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1884, loss: 1.1884 2020-06-25 18:31:51,550 - mmaction - INFO - Epoch [47][3300/3757] lr: 2.000e-04, eta: 1:08:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2187, loss: 1.2187 2020-06-25 18:31:57,543 - mmaction - INFO - Epoch [47][3320/3757] lr: 2.000e-04, eta: 1:08:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9465, loss: 0.9465 2020-06-25 18:32:03,518 - mmaction - INFO - Epoch [47][3340/3757] lr: 2.000e-04, eta: 1:07:57, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1566, loss: 1.1566 2020-06-25 18:32:09,511 - mmaction - INFO - Epoch [47][3360/3757] lr: 2.000e-04, eta: 1:07:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2221, loss: 1.2221 2020-06-25 18:32:15,516 - mmaction - INFO - Epoch [47][3380/3757] lr: 2.000e-04, eta: 1:07:43, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.3325, loss: 1.3325 2020-06-25 18:32:21,513 - mmaction - INFO - Epoch [47][3400/3757] lr: 2.000e-04, eta: 1:07:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0363, loss: 1.0363 2020-06-25 18:32:27,500 - mmaction - INFO - Epoch [47][3420/3757] lr: 2.000e-04, eta: 1:07:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9581, loss: 0.9581 2020-06-25 18:32:33,493 - mmaction - INFO - Epoch [47][3440/3757] lr: 2.000e-04, eta: 1:07:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1876, loss: 1.1876 2020-06-25 18:32:39,518 - mmaction - INFO - Epoch [47][3460/3757] lr: 2.000e-04, eta: 1:07:15, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2030, loss: 1.2030 2020-06-25 18:32:45,514 - mmaction - INFO - Epoch [47][3480/3757] lr: 2.000e-04, eta: 1:07:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0819, loss: 1.0819 2020-06-25 18:32:51,504 - mmaction - INFO - Epoch [47][3500/3757] lr: 2.000e-04, eta: 1:07:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9313, loss_cls: 1.1210, loss: 1.1210 2020-06-25 18:32:57,508 - mmaction - INFO - Epoch [47][3520/3757] lr: 2.000e-04, eta: 1:06:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2242, loss: 1.2242 2020-06-25 18:33:03,499 - mmaction - INFO - Epoch [47][3540/3757] lr: 2.000e-04, eta: 1:06:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9240, loss: 0.9240 2020-06-25 18:33:09,505 - mmaction - INFO - Epoch [47][3560/3757] lr: 2.000e-04, eta: 1:06:40, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.3092, loss: 1.3092 2020-06-25 18:33:15,477 - mmaction - INFO - Epoch [47][3580/3757] lr: 2.000e-04, eta: 1:06:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1902, loss: 1.1902 2020-06-25 18:33:21,466 - mmaction - INFO - Epoch [47][3600/3757] lr: 2.000e-04, eta: 1:06:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0715, loss: 1.0715 2020-06-25 18:33:27,467 - mmaction - INFO - Epoch [47][3620/3757] lr: 2.000e-04, eta: 1:06:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1346, loss: 1.1346 2020-06-25 18:33:33,451 - mmaction - INFO - Epoch [47][3640/3757] lr: 2.000e-04, eta: 1:06:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2642, loss: 1.2642 2020-06-25 18:33:39,427 - mmaction - INFO - Epoch [47][3660/3757] lr: 2.000e-04, eta: 1:06:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 0.9387, loss: 0.9387 2020-06-25 18:33:45,420 - mmaction - INFO - Epoch [47][3680/3757] lr: 2.000e-04, eta: 1:05:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3154, loss: 1.3154 2020-06-25 18:33:51,429 - mmaction - INFO - Epoch [47][3700/3757] lr: 2.000e-04, eta: 1:05:50, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9973, loss: 0.9973 2020-06-25 18:33:57,423 - mmaction - INFO - Epoch [47][3720/3757] lr: 2.000e-04, eta: 1:05:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2666, loss: 1.2666 2020-06-25 18:34:03,417 - mmaction - INFO - Epoch [47][3740/3757] lr: 2.000e-04, eta: 1:05:36, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0787, loss: 1.0787 2020-06-25 18:37:28,872 - mmaction - INFO - Epoch [48][20/3757] lr: 2.000e-04, eta: 1:05:35, time: 9.695, data_time: 9.290, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0448, loss: 1.0448 2020-06-25 18:37:34,921 - mmaction - INFO - Epoch [48][40/3757] lr: 2.000e-04, eta: 1:05:28, time: 0.304, data_time: 0.004, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1416, loss: 1.1416 2020-06-25 18:37:40,904 - mmaction - INFO - Epoch [48][60/3757] lr: 2.000e-04, eta: 1:05:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9410, loss: 0.9410 2020-06-25 18:37:46,897 - mmaction - INFO - Epoch [48][80/3757] lr: 2.000e-04, eta: 1:05:14, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9737, loss: 0.9737 2020-06-25 18:37:52,887 - mmaction - INFO - Epoch [48][100/3757] lr: 2.000e-04, eta: 1:05:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2078, loss: 1.2078 2020-06-25 18:37:58,845 - mmaction - INFO - Epoch [48][120/3757] lr: 2.000e-04, eta: 1:05:00, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0071, loss: 1.0071 2020-06-25 18:38:04,819 - mmaction - INFO - Epoch [48][140/3757] lr: 2.000e-04, eta: 1:04:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9978, loss: 0.9978 2020-06-25 18:38:10,811 - mmaction - INFO - Epoch [48][160/3757] lr: 2.000e-04, eta: 1:04:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0955, loss: 1.0955 2020-06-25 18:38:16,791 - mmaction - INFO - Epoch [48][180/3757] lr: 2.000e-04, eta: 1:04:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1338, loss: 1.1338 2020-06-25 18:38:22,776 - mmaction - INFO - Epoch [48][200/3757] lr: 2.000e-04, eta: 1:04:31, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2309, loss: 1.2309 2020-06-25 18:38:28,737 - mmaction - INFO - Epoch [48][220/3757] lr: 2.000e-04, eta: 1:04:24, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2042, loss: 1.2042 2020-06-25 18:38:34,732 - mmaction - INFO - Epoch [48][240/3757] lr: 2.000e-04, eta: 1:04:17, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2727, loss: 1.2727 2020-06-25 18:38:40,690 - mmaction - INFO - Epoch [48][260/3757] lr: 2.000e-04, eta: 1:04:10, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0043, loss: 1.0043 2020-06-25 18:38:46,674 - mmaction - INFO - Epoch [48][280/3757] lr: 2.000e-04, eta: 1:04:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1553, loss: 1.1553 2020-06-25 18:38:52,664 - mmaction - INFO - Epoch [48][300/3757] lr: 2.000e-04, eta: 1:03:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0994, loss: 1.0994 2020-06-25 18:38:58,643 - mmaction - INFO - Epoch [48][320/3757] lr: 2.000e-04, eta: 1:03:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1194, loss: 1.1194 2020-06-25 18:39:04,606 - mmaction - INFO - Epoch [48][340/3757] lr: 2.000e-04, eta: 1:03:42, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.8954, loss: 0.8954 2020-06-25 18:39:10,573 - mmaction - INFO - Epoch [48][360/3757] lr: 2.000e-04, eta: 1:03:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9315, loss: 0.9315 2020-06-25 18:39:16,558 - mmaction - INFO - Epoch [48][380/3757] lr: 2.000e-04, eta: 1:03:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9663, loss: 0.9663 2020-06-25 18:39:22,541 - mmaction - INFO - Epoch [48][400/3757] lr: 2.000e-04, eta: 1:03:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1156, loss: 1.1156 2020-06-25 18:39:28,521 - mmaction - INFO - Epoch [48][420/3757] lr: 2.000e-04, eta: 1:03:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0028, loss: 1.0028 2020-06-25 18:39:34,522 - mmaction - INFO - Epoch [48][440/3757] lr: 2.000e-04, eta: 1:03:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0548, loss: 1.0548 2020-06-25 18:39:40,510 - mmaction - INFO - Epoch [48][460/3757] lr: 2.000e-04, eta: 1:03:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2025, loss: 1.2025 2020-06-25 18:39:46,476 - mmaction - INFO - Epoch [48][480/3757] lr: 2.000e-04, eta: 1:02:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8500, loss_cls: 1.1537, loss: 1.1537 2020-06-25 18:39:52,509 - mmaction - INFO - Epoch [48][500/3757] lr: 2.000e-04, eta: 1:02:46, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1754, loss: 1.1754 2020-06-25 18:39:58,492 - mmaction - INFO - Epoch [48][520/3757] lr: 2.000e-04, eta: 1:02:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0565, loss: 1.0565 2020-06-25 18:40:05,175 - mmaction - INFO - Epoch [48][540/3757] lr: 2.000e-04, eta: 1:02:32, time: 0.334, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9379, loss: 0.9379 2020-06-25 18:40:11,138 - mmaction - INFO - Epoch [48][560/3757] lr: 2.000e-04, eta: 1:02:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0363, loss: 1.0363 2020-06-25 18:40:17,147 - mmaction - INFO - Epoch [48][580/3757] lr: 2.000e-04, eta: 1:02:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0526, loss: 1.0526 2020-06-25 18:40:23,153 - mmaction - INFO - Epoch [48][600/3757] lr: 2.000e-04, eta: 1:02:10, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9153, loss: 0.9153 2020-06-25 18:40:29,117 - mmaction - INFO - Epoch [48][620/3757] lr: 2.000e-04, eta: 1:02:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.8956, loss: 0.8956 2020-06-25 18:40:35,083 - mmaction - INFO - Epoch [48][640/3757] lr: 2.000e-04, eta: 1:01:56, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0133, loss: 1.0133 2020-06-25 18:40:41,084 - mmaction - INFO - Epoch [48][660/3757] lr: 2.000e-04, eta: 1:01:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0546, loss: 1.0546 2020-06-25 18:40:47,079 - mmaction - INFO - Epoch [48][680/3757] lr: 2.000e-04, eta: 1:01:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4936, loss: 1.4936 2020-06-25 18:40:53,057 - mmaction - INFO - Epoch [48][700/3757] lr: 2.000e-04, eta: 1:01:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1758, loss: 1.1758 2020-06-25 18:40:59,039 - mmaction - INFO - Epoch [48][720/3757] lr: 2.000e-04, eta: 1:01:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9473, loss: 0.9473 2020-06-25 18:41:05,060 - mmaction - INFO - Epoch [48][740/3757] lr: 2.000e-04, eta: 1:01:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1020, loss: 1.1020 2020-06-25 18:41:11,029 - mmaction - INFO - Epoch [48][760/3757] lr: 2.000e-04, eta: 1:01:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0142, loss: 1.0142 2020-06-25 18:41:17,017 - mmaction - INFO - Epoch [48][780/3757] lr: 2.000e-04, eta: 1:01:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 1.0029, loss: 1.0029 2020-06-25 18:41:23,022 - mmaction - INFO - Epoch [48][800/3757] lr: 2.000e-04, eta: 1:01:00, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.1407, loss: 1.1407 2020-06-25 18:41:28,974 - mmaction - INFO - Epoch [48][820/3757] lr: 2.000e-04, eta: 1:00:53, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1430, loss: 1.1430 2020-06-25 18:41:34,970 - mmaction - INFO - Epoch [48][840/3757] lr: 2.000e-04, eta: 1:00:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9296, loss: 0.9296 2020-06-25 18:41:40,954 - mmaction - INFO - Epoch [48][860/3757] lr: 2.000e-04, eta: 1:00:39, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2880, loss: 1.2880 2020-06-25 18:41:46,962 - mmaction - INFO - Epoch [48][880/3757] lr: 2.000e-04, eta: 1:00:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0573, loss: 1.0573 2020-06-25 18:41:52,948 - mmaction - INFO - Epoch [48][900/3757] lr: 2.000e-04, eta: 1:00:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.1535, loss: 1.1535 2020-06-25 18:41:58,933 - mmaction - INFO - Epoch [48][920/3757] lr: 2.000e-04, eta: 1:00:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1823, loss: 1.1823 2020-06-25 18:42:04,894 - mmaction - INFO - Epoch [48][940/3757] lr: 2.000e-04, eta: 1:00:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.3349, loss: 1.3349 2020-06-25 18:42:10,878 - mmaction - INFO - Epoch [48][960/3757] lr: 2.000e-04, eta: 1:00:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1870, loss: 1.1870 2020-06-25 18:42:16,870 - mmaction - INFO - Epoch [48][980/3757] lr: 2.000e-04, eta: 0:59:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.2912, loss: 1.2912 2020-06-25 18:42:22,863 - mmaction - INFO - Epoch [48][1000/3757] lr: 2.000e-04, eta: 0:59:49, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.1049, loss: 1.1049 2020-06-25 18:42:28,838 - mmaction - INFO - Epoch [48][1020/3757] lr: 2.000e-04, eta: 0:59:42, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2483, loss: 1.2483 2020-06-25 18:42:34,832 - mmaction - INFO - Epoch [48][1040/3757] lr: 2.000e-04, eta: 0:59:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1374, loss: 1.1374 2020-06-25 18:42:40,810 - mmaction - INFO - Epoch [48][1060/3757] lr: 2.000e-04, eta: 0:59:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0976, loss: 1.0976 2020-06-25 18:42:46,784 - mmaction - INFO - Epoch [48][1080/3757] lr: 2.000e-04, eta: 0:59:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9437, loss_cls: 0.9761, loss: 0.9761 2020-06-25 18:42:52,758 - mmaction - INFO - Epoch [48][1100/3757] lr: 2.000e-04, eta: 0:59:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0677, loss: 1.0677 2020-06-25 18:42:58,739 - mmaction - INFO - Epoch [48][1120/3757] lr: 2.000e-04, eta: 0:59:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0398, loss: 1.0398 2020-06-25 18:43:04,717 - mmaction - INFO - Epoch [48][1140/3757] lr: 2.000e-04, eta: 0:59:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0914, loss: 1.0914 2020-06-25 18:43:10,703 - mmaction - INFO - Epoch [48][1160/3757] lr: 2.000e-04, eta: 0:58:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0074, loss: 1.0074 2020-06-25 18:43:16,663 - mmaction - INFO - Epoch [48][1180/3757] lr: 2.000e-04, eta: 0:58:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0264, loss: 1.0264 2020-06-25 18:43:22,657 - mmaction - INFO - Epoch [48][1200/3757] lr: 2.000e-04, eta: 0:58:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2970, loss: 1.2970 2020-06-25 18:43:29,156 - mmaction - INFO - Epoch [48][1220/3757] lr: 2.000e-04, eta: 0:58:32, time: 0.324, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9415, loss: 0.9415 2020-06-25 18:43:35,133 - mmaction - INFO - Epoch [48][1240/3757] lr: 2.000e-04, eta: 0:58:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0733, loss: 1.0733 2020-06-25 18:43:41,133 - mmaction - INFO - Epoch [48][1260/3757] lr: 2.000e-04, eta: 0:58:18, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0049, loss: 1.0049 2020-06-25 18:43:47,129 - mmaction - INFO - Epoch [48][1280/3757] lr: 2.000e-04, eta: 0:58:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.1005, loss: 1.1005 2020-06-25 18:43:53,136 - mmaction - INFO - Epoch [48][1300/3757] lr: 2.000e-04, eta: 0:58:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.2431, loss: 1.2431 2020-06-25 18:43:59,150 - mmaction - INFO - Epoch [48][1320/3757] lr: 2.000e-04, eta: 0:57:57, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0914, loss: 1.0914 2020-06-25 18:44:05,113 - mmaction - INFO - Epoch [48][1340/3757] lr: 2.000e-04, eta: 0:57:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0907, loss: 1.0907 2020-06-25 18:44:11,112 - mmaction - INFO - Epoch [48][1360/3757] lr: 2.000e-04, eta: 0:57:43, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.3550, loss: 1.3550 2020-06-25 18:44:17,098 - mmaction - INFO - Epoch [48][1380/3757] lr: 2.000e-04, eta: 0:57:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1038, loss: 1.1038 2020-06-25 18:44:23,110 - mmaction - INFO - Epoch [48][1400/3757] lr: 2.000e-04, eta: 0:57:28, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8623, loss: 0.8623 2020-06-25 18:44:29,102 - mmaction - INFO - Epoch [48][1420/3757] lr: 2.000e-04, eta: 0:57:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9567, loss: 0.9567 2020-06-25 18:44:35,115 - mmaction - INFO - Epoch [48][1440/3757] lr: 2.000e-04, eta: 0:57:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.3941, loss: 1.3941 2020-06-25 18:44:41,122 - mmaction - INFO - Epoch [48][1460/3757] lr: 2.000e-04, eta: 0:57:07, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1356, loss: 1.1356 2020-06-25 18:44:47,097 - mmaction - INFO - Epoch [48][1480/3757] lr: 2.000e-04, eta: 0:57:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1253, loss: 1.1253 2020-06-25 18:44:53,094 - mmaction - INFO - Epoch [48][1500/3757] lr: 2.000e-04, eta: 0:56:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2326, loss: 1.2326 2020-06-25 18:44:59,049 - mmaction - INFO - Epoch [48][1520/3757] lr: 2.000e-04, eta: 0:56:46, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.2232, loss: 1.2232 2020-06-25 18:45:05,545 - mmaction - INFO - Epoch [48][1540/3757] lr: 2.000e-04, eta: 0:56:39, time: 0.324, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0754, loss: 1.0754 2020-06-25 18:45:11,531 - mmaction - INFO - Epoch [48][1560/3757] lr: 2.000e-04, eta: 0:56:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.0934, loss: 1.0934 2020-06-25 18:45:17,509 - mmaction - INFO - Epoch [48][1580/3757] lr: 2.000e-04, eta: 0:56:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1118, loss: 1.1118 2020-06-25 18:45:23,496 - mmaction - INFO - Epoch [48][1600/3757] lr: 2.000e-04, eta: 0:56:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0680, loss: 1.0680 2020-06-25 18:45:29,478 - mmaction - INFO - Epoch [48][1620/3757] lr: 2.000e-04, eta: 0:56:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0775, loss: 1.0775 2020-06-25 18:45:35,463 - mmaction - INFO - Epoch [48][1640/3757] lr: 2.000e-04, eta: 0:56:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1763, loss: 1.1763 2020-06-25 18:45:41,427 - mmaction - INFO - Epoch [48][1660/3757] lr: 2.000e-04, eta: 0:55:57, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0529, loss: 1.0529 2020-06-25 18:45:47,440 - mmaction - INFO - Epoch [48][1680/3757] lr: 2.000e-04, eta: 0:55:50, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2391, loss: 1.2391 2020-06-25 18:45:53,432 - mmaction - INFO - Epoch [48][1700/3757] lr: 2.000e-04, eta: 0:55:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.9003, loss: 0.9003 2020-06-25 18:45:59,407 - mmaction - INFO - Epoch [48][1720/3757] lr: 2.000e-04, eta: 0:55:36, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1302, loss: 1.1302 2020-06-25 18:46:05,384 - mmaction - INFO - Epoch [48][1740/3757] lr: 2.000e-04, eta: 0:55:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0726, loss: 1.0726 2020-06-25 18:46:11,381 - mmaction - INFO - Epoch [48][1760/3757] lr: 2.000e-04, eta: 0:55:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1125, loss: 1.1125 2020-06-25 18:46:17,358 - mmaction - INFO - Epoch [48][1780/3757] lr: 2.000e-04, eta: 0:55:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9375, loss_cls: 1.0030, loss: 1.0030 2020-06-25 18:46:23,359 - mmaction - INFO - Epoch [48][1800/3757] lr: 2.000e-04, eta: 0:55:08, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2850, loss: 1.2850 2020-06-25 18:46:29,376 - mmaction - INFO - Epoch [48][1820/3757] lr: 2.000e-04, eta: 0:55:01, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0730, loss: 1.0730 2020-06-25 18:46:35,393 - mmaction - INFO - Epoch [48][1840/3757] lr: 2.000e-04, eta: 0:54:54, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2121, loss: 1.2121 2020-06-25 18:46:41,402 - mmaction - INFO - Epoch [48][1860/3757] lr: 2.000e-04, eta: 0:54:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1503, loss: 1.1503 2020-06-25 18:46:47,400 - mmaction - INFO - Epoch [48][1880/3757] lr: 2.000e-04, eta: 0:54:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9845, loss: 0.9845 2020-06-25 18:46:53,406 - mmaction - INFO - Epoch [48][1900/3757] lr: 2.000e-04, eta: 0:54:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6000, top5_acc: 0.8625, loss_cls: 1.4647, loss: 1.4647 2020-06-25 18:46:59,420 - mmaction - INFO - Epoch [48][1920/3757] lr: 2.000e-04, eta: 0:54:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3398, loss: 1.3398 2020-06-25 18:47:05,422 - mmaction - INFO - Epoch [48][1940/3757] lr: 2.000e-04, eta: 0:54:18, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9820, loss: 0.9820 2020-06-25 18:47:11,414 - mmaction - INFO - Epoch [48][1960/3757] lr: 2.000e-04, eta: 0:54:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9597, loss: 0.9597 2020-06-25 18:47:17,402 - mmaction - INFO - Epoch [48][1980/3757] lr: 2.000e-04, eta: 0:54:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9735, loss: 0.9735 2020-06-25 18:47:23,397 - mmaction - INFO - Epoch [48][2000/3757] lr: 2.000e-04, eta: 0:53:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1755, loss: 1.1755 2020-06-25 18:47:29,374 - mmaction - INFO - Epoch [48][2020/3757] lr: 2.000e-04, eta: 0:53:50, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9518, loss: 0.9518 2020-06-25 18:47:35,370 - mmaction - INFO - Epoch [48][2040/3757] lr: 2.000e-04, eta: 0:53:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1054, loss: 1.1054 2020-06-25 18:47:41,385 - mmaction - INFO - Epoch [48][2060/3757] lr: 2.000e-04, eta: 0:53:36, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2343, loss: 1.2343 2020-06-25 18:47:47,354 - mmaction - INFO - Epoch [48][2080/3757] lr: 2.000e-04, eta: 0:53:29, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1907, loss: 1.1907 2020-06-25 18:47:53,349 - mmaction - INFO - Epoch [48][2100/3757] lr: 2.000e-04, eta: 0:53:22, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3215, loss: 1.3215 2020-06-25 18:47:59,325 - mmaction - INFO - Epoch [48][2120/3757] lr: 2.000e-04, eta: 0:53:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1671, loss: 1.1671 2020-06-25 18:48:05,306 - mmaction - INFO - Epoch [48][2140/3757] lr: 2.000e-04, eta: 0:53:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2704, loss: 1.2704 2020-06-25 18:48:11,303 - mmaction - INFO - Epoch [48][2160/3757] lr: 2.000e-04, eta: 0:53:01, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1202, loss: 1.1202 2020-06-25 18:48:17,281 - mmaction - INFO - Epoch [48][2180/3757] lr: 2.000e-04, eta: 0:52:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1308, loss: 1.1308 2020-06-25 18:48:23,293 - mmaction - INFO - Epoch [48][2200/3757] lr: 2.000e-04, eta: 0:52:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1709, loss: 1.1709 2020-06-25 18:48:29,273 - mmaction - INFO - Epoch [48][2220/3757] lr: 2.000e-04, eta: 0:52:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3113, loss: 1.3113 2020-06-25 18:48:35,253 - mmaction - INFO - Epoch [48][2240/3757] lr: 2.000e-04, eta: 0:52:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2237, loss: 1.2237 2020-06-25 18:48:41,232 - mmaction - INFO - Epoch [48][2260/3757] lr: 2.000e-04, eta: 0:52:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1610, loss: 1.1610 2020-06-25 18:48:47,227 - mmaction - INFO - Epoch [48][2280/3757] lr: 2.000e-04, eta: 0:52:19, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0272, loss: 1.0272 2020-06-25 18:48:53,209 - mmaction - INFO - Epoch [48][2300/3757] lr: 2.000e-04, eta: 0:52:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9375, loss_cls: 0.9248, loss: 0.9248 2020-06-25 18:48:59,230 - mmaction - INFO - Epoch [48][2320/3757] lr: 2.000e-04, eta: 0:52:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1375, loss: 1.1375 2020-06-25 18:49:05,215 - mmaction - INFO - Epoch [48][2340/3757] lr: 2.000e-04, eta: 0:51:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1142, loss: 1.1142 2020-06-25 18:49:11,197 - mmaction - INFO - Epoch [48][2360/3757] lr: 2.000e-04, eta: 0:51:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1395, loss: 1.1395 2020-06-25 18:49:17,173 - mmaction - INFO - Epoch [48][2380/3757] lr: 2.000e-04, eta: 0:51:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9062, loss_cls: 1.2909, loss: 1.2909 2020-06-25 18:49:23,167 - mmaction - INFO - Epoch [48][2400/3757] lr: 2.000e-04, eta: 0:51:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1284, loss: 1.1284 2020-06-25 18:49:29,161 - mmaction - INFO - Epoch [48][2420/3757] lr: 2.000e-04, eta: 0:51:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9313, loss_cls: 1.0119, loss: 1.0119 2020-06-25 18:49:35,180 - mmaction - INFO - Epoch [48][2440/3757] lr: 2.000e-04, eta: 0:51:23, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1123, loss: 1.1123 2020-06-25 18:49:41,185 - mmaction - INFO - Epoch [48][2460/3757] lr: 2.000e-04, eta: 0:51:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1377, loss: 1.1377 2020-06-25 18:49:47,156 - mmaction - INFO - Epoch [48][2480/3757] lr: 2.000e-04, eta: 0:51:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8621, loss: 0.8621 2020-06-25 18:49:53,158 - mmaction - INFO - Epoch [48][2500/3757] lr: 2.000e-04, eta: 0:51:01, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0620, loss: 1.0620 2020-06-25 18:49:59,152 - mmaction - INFO - Epoch [48][2520/3757] lr: 2.000e-04, eta: 0:50:54, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2594, loss: 1.2594 2020-06-25 18:50:05,141 - mmaction - INFO - Epoch [48][2540/3757] lr: 2.000e-04, eta: 0:50:47, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2056, loss: 1.2056 2020-06-25 18:50:11,167 - mmaction - INFO - Epoch [48][2560/3757] lr: 2.000e-04, eta: 0:50:40, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.8926, loss: 0.8926 2020-06-25 18:50:17,160 - mmaction - INFO - Epoch [48][2580/3757] lr: 2.000e-04, eta: 0:50:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2564, loss: 1.2564 2020-06-25 18:50:23,153 - mmaction - INFO - Epoch [48][2600/3757] lr: 2.000e-04, eta: 0:50:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2323, loss: 1.2323 2020-06-25 18:50:29,099 - mmaction - INFO - Epoch [48][2620/3757] lr: 2.000e-04, eta: 0:50:19, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8678, loss: 0.8678 2020-06-25 18:50:35,090 - mmaction - INFO - Epoch [48][2640/3757] lr: 2.000e-04, eta: 0:50:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9749, loss: 0.9749 2020-06-25 18:50:41,113 - mmaction - INFO - Epoch [48][2660/3757] lr: 2.000e-04, eta: 0:50:05, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1710, loss: 1.1710 2020-06-25 18:50:47,063 - mmaction - INFO - Epoch [48][2680/3757] lr: 2.000e-04, eta: 0:49:58, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 1.0009, loss: 1.0009 2020-06-25 18:50:53,078 - mmaction - INFO - Epoch [48][2700/3757] lr: 2.000e-04, eta: 0:49:51, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0909, loss: 1.0909 2020-06-25 18:50:59,091 - mmaction - INFO - Epoch [48][2720/3757] lr: 2.000e-04, eta: 0:49:44, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3490, loss: 1.3490 2020-06-25 18:51:05,054 - mmaction - INFO - Epoch [48][2740/3757] lr: 2.000e-04, eta: 0:49:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0215, loss: 1.0215 2020-06-25 18:51:11,031 - mmaction - INFO - Epoch [48][2760/3757] lr: 2.000e-04, eta: 0:49:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0425, loss: 1.0425 2020-06-25 18:51:16,999 - mmaction - INFO - Epoch [48][2780/3757] lr: 2.000e-04, eta: 0:49:23, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.0799, loss: 1.0799 2020-06-25 18:51:22,984 - mmaction - INFO - Epoch [48][2800/3757] lr: 2.000e-04, eta: 0:49:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5129, loss: 1.5129 2020-06-25 18:51:28,958 - mmaction - INFO - Epoch [48][2820/3757] lr: 2.000e-04, eta: 0:49:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1359, loss: 1.1359 2020-06-25 18:51:34,920 - mmaction - INFO - Epoch [48][2840/3757] lr: 2.000e-04, eta: 0:49:02, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2446, loss: 1.2446 2020-06-25 18:51:40,911 - mmaction - INFO - Epoch [48][2860/3757] lr: 2.000e-04, eta: 0:48:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2884, loss: 1.2884 2020-06-25 18:51:46,916 - mmaction - INFO - Epoch [48][2880/3757] lr: 2.000e-04, eta: 0:48:48, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.2244, loss: 1.2244 2020-06-25 18:51:52,933 - mmaction - INFO - Epoch [48][2900/3757] lr: 2.000e-04, eta: 0:48:41, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0238, loss: 1.0238 2020-06-25 18:51:58,953 - mmaction - INFO - Epoch [48][2920/3757] lr: 2.000e-04, eta: 0:48:34, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.8925, loss: 0.8925 2020-06-25 18:52:04,938 - mmaction - INFO - Epoch [48][2940/3757] lr: 2.000e-04, eta: 0:48:27, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3222, loss: 1.3222 2020-06-25 18:52:10,917 - mmaction - INFO - Epoch [48][2960/3757] lr: 2.000e-04, eta: 0:48:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.2948, loss: 1.2948 2020-06-25 18:52:16,910 - mmaction - INFO - Epoch [48][2980/3757] lr: 2.000e-04, eta: 0:48:13, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9478, loss: 0.9478 2020-06-25 18:52:22,906 - mmaction - INFO - Epoch [48][3000/3757] lr: 2.000e-04, eta: 0:48:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0152, loss: 1.0152 2020-06-25 18:52:28,902 - mmaction - INFO - Epoch [48][3020/3757] lr: 2.000e-04, eta: 0:47:59, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1971, loss: 1.1971 2020-06-25 18:52:34,879 - mmaction - INFO - Epoch [48][3040/3757] lr: 2.000e-04, eta: 0:47:52, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0874, loss: 1.0874 2020-06-25 18:52:40,855 - mmaction - INFO - Epoch [48][3060/3757] lr: 2.000e-04, eta: 0:47:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9725, loss: 0.9725 2020-06-25 18:52:46,854 - mmaction - INFO - Epoch [48][3080/3757] lr: 2.000e-04, eta: 0:47:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1815, loss: 1.1815 2020-06-25 18:52:52,843 - mmaction - INFO - Epoch [48][3100/3757] lr: 2.000e-04, eta: 0:47:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1288, loss: 1.1288 2020-06-25 18:52:58,810 - mmaction - INFO - Epoch [48][3120/3757] lr: 2.000e-04, eta: 0:47:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1635, loss: 1.1635 2020-06-25 18:53:04,802 - mmaction - INFO - Epoch [48][3140/3757] lr: 2.000e-04, eta: 0:47:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1192, loss: 1.1192 2020-06-25 18:53:10,789 - mmaction - INFO - Epoch [48][3160/3757] lr: 2.000e-04, eta: 0:47:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1432, loss: 1.1432 2020-06-25 18:53:16,762 - mmaction - INFO - Epoch [48][3180/3757] lr: 2.000e-04, eta: 0:47:03, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9895, loss: 0.9895 2020-06-25 18:53:22,764 - mmaction - INFO - Epoch [48][3200/3757] lr: 2.000e-04, eta: 0:46:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1180, loss: 1.1180 2020-06-25 18:53:28,743 - mmaction - INFO - Epoch [48][3220/3757] lr: 2.000e-04, eta: 0:46:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.1845, loss: 1.1845 2020-06-25 18:53:34,723 - mmaction - INFO - Epoch [48][3240/3757] lr: 2.000e-04, eta: 0:46:41, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2399, loss: 1.2399 2020-06-25 18:53:40,712 - mmaction - INFO - Epoch [48][3260/3757] lr: 2.000e-04, eta: 0:46:34, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1812, loss: 1.1812 2020-06-25 18:53:46,676 - mmaction - INFO - Epoch [48][3280/3757] lr: 2.000e-04, eta: 0:46:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.9391, loss: 0.9391 2020-06-25 18:53:52,676 - mmaction - INFO - Epoch [48][3300/3757] lr: 2.000e-04, eta: 0:46:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0446, loss: 1.0446 2020-06-25 18:53:58,686 - mmaction - INFO - Epoch [48][3320/3757] lr: 2.000e-04, eta: 0:46:13, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1562, loss: 1.1562 2020-06-25 18:54:04,699 - mmaction - INFO - Epoch [48][3340/3757] lr: 2.000e-04, eta: 0:46:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2661, loss: 1.2661 2020-06-25 18:54:10,714 - mmaction - INFO - Epoch [48][3360/3757] lr: 2.000e-04, eta: 0:45:59, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1774, loss: 1.1774 2020-06-25 18:54:16,707 - mmaction - INFO - Epoch [48][3380/3757] lr: 2.000e-04, eta: 0:45:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2324, loss: 1.2324 2020-06-25 18:54:22,672 - mmaction - INFO - Epoch [48][3400/3757] lr: 2.000e-04, eta: 0:45:45, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0243, loss: 1.0243 2020-06-25 18:54:28,654 - mmaction - INFO - Epoch [48][3420/3757] lr: 2.000e-04, eta: 0:45:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9653, loss: 0.9653 2020-06-25 18:54:34,602 - mmaction - INFO - Epoch [48][3440/3757] lr: 2.000e-04, eta: 0:45:31, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9020, loss: 0.9020 2020-06-25 18:54:40,589 - mmaction - INFO - Epoch [48][3460/3757] lr: 2.000e-04, eta: 0:45:24, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 1.0226, loss: 1.0226 2020-06-25 18:54:46,599 - mmaction - INFO - Epoch [48][3480/3757] lr: 2.000e-04, eta: 0:45:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1785, loss: 1.1785 2020-06-25 18:54:52,593 - mmaction - INFO - Epoch [48][3500/3757] lr: 2.000e-04, eta: 0:45:10, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1232, loss: 1.1232 2020-06-25 18:54:58,622 - mmaction - INFO - Epoch [48][3520/3757] lr: 2.000e-04, eta: 0:45:03, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.1109, loss: 1.1109 2020-06-25 18:55:04,598 - mmaction - INFO - Epoch [48][3540/3757] lr: 2.000e-04, eta: 0:44:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2189, loss: 1.2189 2020-06-25 18:55:10,570 - mmaction - INFO - Epoch [48][3560/3757] lr: 2.000e-04, eta: 0:44:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.2112, loss: 1.2112 2020-06-25 18:55:16,623 - mmaction - INFO - Epoch [48][3580/3757] lr: 2.000e-04, eta: 0:44:42, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1388, loss: 1.1388 2020-06-25 18:55:22,626 - mmaction - INFO - Epoch [48][3600/3757] lr: 2.000e-04, eta: 0:44:35, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0583, loss: 1.0583 2020-06-25 18:55:29,361 - mmaction - INFO - Epoch [48][3620/3757] lr: 2.000e-04, eta: 0:44:28, time: 0.337, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3042, loss: 1.3042 2020-06-25 18:55:35,359 - mmaction - INFO - Epoch [48][3640/3757] lr: 2.000e-04, eta: 0:44:21, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8688, loss_cls: 1.0023, loss: 1.0023 2020-06-25 18:55:42,072 - mmaction - INFO - Epoch [48][3660/3757] lr: 2.000e-04, eta: 0:44:14, time: 0.336, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9542, loss: 0.9542 2020-06-25 18:55:48,083 - mmaction - INFO - Epoch [48][3680/3757] lr: 2.000e-04, eta: 0:44:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9818, loss: 0.9818 2020-06-25 18:55:54,783 - mmaction - INFO - Epoch [48][3700/3757] lr: 2.000e-04, eta: 0:44:00, time: 0.335, data_time: 0.036, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1624, loss: 1.1624 2020-06-25 18:56:01,368 - mmaction - INFO - Epoch [48][3720/3757] lr: 2.000e-04, eta: 0:43:53, time: 0.329, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0182, loss: 1.0182 2020-06-25 18:56:07,371 - mmaction - INFO - Epoch [48][3740/3757] lr: 2.000e-04, eta: 0:43:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.0578, loss: 1.0578 2020-06-25 18:59:47,745 - mmaction - INFO - Epoch [49][20/3757] lr: 2.000e-04, eta: 0:43:41, time: 10.416, data_time: 9.933, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2488, loss: 1.2488 2020-06-25 18:59:53,787 - mmaction - INFO - Epoch [49][40/3757] lr: 2.000e-04, eta: 0:43:34, time: 0.302, data_time: 0.003, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0175, loss: 1.0175 2020-06-25 18:59:59,782 - mmaction - INFO - Epoch [49][60/3757] lr: 2.000e-04, eta: 0:43:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9848, loss: 0.9848 2020-06-25 19:00:09,485 - mmaction - INFO - Epoch [49][80/3757] lr: 2.000e-04, eta: 0:43:20, time: 0.484, data_time: 0.004, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9500, loss_cls: 0.7805, loss: 0.7805 2020-06-25 19:00:15,905 - mmaction - INFO - Epoch [49][100/3757] lr: 2.000e-04, eta: 0:43:13, time: 0.322, data_time: 0.024, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.1763, loss: 1.1763 2020-06-25 19:00:22,098 - mmaction - INFO - Epoch [49][120/3757] lr: 2.000e-04, eta: 0:43:06, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0094, loss: 1.0094 2020-06-25 19:00:28,584 - mmaction - INFO - Epoch [49][140/3757] lr: 2.000e-04, eta: 0:42:59, time: 0.324, data_time: 0.025, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2003, loss: 1.2003 2020-06-25 19:00:34,585 - mmaction - INFO - Epoch [49][160/3757] lr: 2.000e-04, eta: 0:42:52, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9792, loss: 0.9792 2020-06-25 19:00:40,573 - mmaction - INFO - Epoch [49][180/3757] lr: 2.000e-04, eta: 0:42:45, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 1.0499, loss: 1.0499 2020-06-25 19:00:46,591 - mmaction - INFO - Epoch [49][200/3757] lr: 2.000e-04, eta: 0:42:38, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0063, loss: 1.0063 2020-06-25 19:00:52,577 - mmaction - INFO - Epoch [49][220/3757] lr: 2.000e-04, eta: 0:42:31, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2424, loss: 1.2424 2020-06-25 19:00:58,612 - mmaction - INFO - Epoch [49][240/3757] lr: 2.000e-04, eta: 0:42:24, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0242, loss: 1.0242 2020-06-25 19:01:04,605 - mmaction - INFO - Epoch [49][260/3757] lr: 2.000e-04, eta: 0:42:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0780, loss: 1.0780 2020-06-25 19:01:10,691 - mmaction - INFO - Epoch [49][280/3757] lr: 2.000e-04, eta: 0:42:10, time: 0.304, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.8875, loss_cls: 1.0100, loss: 1.0100 2020-06-25 19:01:16,689 - mmaction - INFO - Epoch [49][300/3757] lr: 2.000e-04, eta: 0:42:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0332, loss: 1.0332 2020-06-25 19:01:22,878 - mmaction - INFO - Epoch [49][320/3757] lr: 2.000e-04, eta: 0:41:56, time: 0.309, data_time: 0.009, memory: 7077, top1_acc: 0.6438, top5_acc: 0.9000, loss_cls: 1.3160, loss: 1.3160 2020-06-25 19:01:29,210 - mmaction - INFO - Epoch [49][340/3757] lr: 2.000e-04, eta: 0:41:49, time: 0.317, data_time: 0.018, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0565, loss: 1.0565 2020-06-25 19:01:35,235 - mmaction - INFO - Epoch [49][360/3757] lr: 2.000e-04, eta: 0:41:42, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1698, loss: 1.1698 2020-06-25 19:01:41,192 - mmaction - INFO - Epoch [49][380/3757] lr: 2.000e-04, eta: 0:41:35, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2573, loss: 1.2573 2020-06-25 19:01:47,158 - mmaction - INFO - Epoch [49][400/3757] lr: 2.000e-04, eta: 0:41:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0685, loss: 1.0685 2020-06-25 19:01:53,159 - mmaction - INFO - Epoch [49][420/3757] lr: 2.000e-04, eta: 0:41:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 0.9877, loss: 0.9877 2020-06-25 19:01:59,120 - mmaction - INFO - Epoch [49][440/3757] lr: 2.000e-04, eta: 0:41:14, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1026, loss: 1.1026 2020-06-25 19:02:05,090 - mmaction - INFO - Epoch [49][460/3757] lr: 2.000e-04, eta: 0:41:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0700, loss: 1.0700 2020-06-25 19:02:11,043 - mmaction - INFO - Epoch [49][480/3757] lr: 2.000e-04, eta: 0:41:00, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.9281, loss: 0.9281 2020-06-25 19:02:17,042 - mmaction - INFO - Epoch [49][500/3757] lr: 2.000e-04, eta: 0:40:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1314, loss: 1.1314 2020-06-25 19:02:23,028 - mmaction - INFO - Epoch [49][520/3757] lr: 2.000e-04, eta: 0:40:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0962, loss: 1.0962 2020-06-25 19:02:29,026 - mmaction - INFO - Epoch [49][540/3757] lr: 2.000e-04, eta: 0:40:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2600, loss: 1.2600 2020-06-25 19:02:35,008 - mmaction - INFO - Epoch [49][560/3757] lr: 2.000e-04, eta: 0:40:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0131, loss: 1.0131 2020-06-25 19:02:40,974 - mmaction - INFO - Epoch [49][580/3757] lr: 2.000e-04, eta: 0:40:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0477, loss: 1.0477 2020-06-25 19:02:46,957 - mmaction - INFO - Epoch [49][600/3757] lr: 2.000e-04, eta: 0:40:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0507, loss: 1.0507 2020-06-25 19:02:52,927 - mmaction - INFO - Epoch [49][620/3757] lr: 2.000e-04, eta: 0:40:10, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0100, loss: 1.0100 2020-06-25 19:02:58,888 - mmaction - INFO - Epoch [49][640/3757] lr: 2.000e-04, eta: 0:40:03, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0793, loss: 1.0793 2020-06-25 19:03:04,842 - mmaction - INFO - Epoch [49][660/3757] lr: 2.000e-04, eta: 0:39:56, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3055, loss: 1.3055 2020-06-25 19:03:10,862 - mmaction - INFO - Epoch [49][680/3757] lr: 2.000e-04, eta: 0:39:49, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0588, loss: 1.0588 2020-06-25 19:03:16,872 - mmaction - INFO - Epoch [49][700/3757] lr: 2.000e-04, eta: 0:39:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1170, loss: 1.1170 2020-06-25 19:03:22,864 - mmaction - INFO - Epoch [49][720/3757] lr: 2.000e-04, eta: 0:39:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0889, loss: 1.0889 2020-06-25 19:03:28,888 - mmaction - INFO - Epoch [49][740/3757] lr: 2.000e-04, eta: 0:39:28, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0439, loss: 1.0439 2020-06-25 19:03:34,871 - mmaction - INFO - Epoch [49][760/3757] lr: 2.000e-04, eta: 0:39:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0179, loss: 1.0179 2020-06-25 19:03:40,865 - mmaction - INFO - Epoch [49][780/3757] lr: 2.000e-04, eta: 0:39:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1617, loss: 1.1617 2020-06-25 19:03:46,848 - mmaction - INFO - Epoch [49][800/3757] lr: 2.000e-04, eta: 0:39:07, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1194, loss: 1.1194 2020-06-25 19:03:52,808 - mmaction - INFO - Epoch [49][820/3757] lr: 2.000e-04, eta: 0:39:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1135, loss: 1.1135 2020-06-25 19:03:58,795 - mmaction - INFO - Epoch [49][840/3757] lr: 2.000e-04, eta: 0:38:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0205, loss: 1.0205 2020-06-25 19:04:04,816 - mmaction - INFO - Epoch [49][860/3757] lr: 2.000e-04, eta: 0:38:46, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0069, loss: 1.0069 2020-06-25 19:04:10,803 - mmaction - INFO - Epoch [49][880/3757] lr: 2.000e-04, eta: 0:38:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1551, loss: 1.1551 2020-06-25 19:04:16,793 - mmaction - INFO - Epoch [49][900/3757] lr: 2.000e-04, eta: 0:38:32, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1915, loss: 1.1915 2020-06-25 19:04:22,763 - mmaction - INFO - Epoch [49][920/3757] lr: 2.000e-04, eta: 0:38:25, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1287, loss: 1.1287 2020-06-25 19:04:28,783 - mmaction - INFO - Epoch [49][940/3757] lr: 2.000e-04, eta: 0:38:18, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9415, loss: 0.9415 2020-06-25 19:04:34,749 - mmaction - INFO - Epoch [49][960/3757] lr: 2.000e-04, eta: 0:38:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0975, loss: 1.0975 2020-06-25 19:04:40,737 - mmaction - INFO - Epoch [49][980/3757] lr: 2.000e-04, eta: 0:38:04, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1246, loss: 1.1246 2020-06-25 19:04:46,728 - mmaction - INFO - Epoch [49][1000/3757] lr: 2.000e-04, eta: 0:37:57, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1759, loss: 1.1759 2020-06-25 19:04:52,701 - mmaction - INFO - Epoch [49][1020/3757] lr: 2.000e-04, eta: 0:37:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3944, loss: 1.3944 2020-06-25 19:04:58,690 - mmaction - INFO - Epoch [49][1040/3757] lr: 2.000e-04, eta: 0:37:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3244, loss: 1.3244 2020-06-25 19:05:05,274 - mmaction - INFO - Epoch [49][1060/3757] lr: 2.000e-04, eta: 0:37:36, time: 0.328, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9342, loss: 0.9342 2020-06-25 19:05:11,281 - mmaction - INFO - Epoch [49][1080/3757] lr: 2.000e-04, eta: 0:37:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0449, loss: 1.0449 2020-06-25 19:05:17,252 - mmaction - INFO - Epoch [49][1100/3757] lr: 2.000e-04, eta: 0:37:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0009, loss: 1.0009 2020-06-25 19:05:23,235 - mmaction - INFO - Epoch [49][1120/3757] lr: 2.000e-04, eta: 0:37:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 0.9498, loss: 0.9498 2020-06-25 19:05:29,203 - mmaction - INFO - Epoch [49][1140/3757] lr: 2.000e-04, eta: 0:37:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.1580, loss: 1.1580 2020-06-25 19:05:35,173 - mmaction - INFO - Epoch [49][1160/3757] lr: 2.000e-04, eta: 0:37:01, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0222, loss: 1.0222 2020-06-25 19:05:41,163 - mmaction - INFO - Epoch [49][1180/3757] lr: 2.000e-04, eta: 0:36:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0590, loss: 1.0590 2020-06-25 19:05:47,135 - mmaction - INFO - Epoch [49][1200/3757] lr: 2.000e-04, eta: 0:36:47, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1287, loss: 1.1287 2020-06-25 19:05:53,124 - mmaction - INFO - Epoch [49][1220/3757] lr: 2.000e-04, eta: 0:36:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2869, loss: 1.2869 2020-06-25 19:05:59,163 - mmaction - INFO - Epoch [49][1240/3757] lr: 2.000e-04, eta: 0:36:33, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1982, loss: 1.1982 2020-06-25 19:06:08,041 - mmaction - INFO - Epoch [49][1260/3757] lr: 2.000e-04, eta: 0:36:26, time: 0.444, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9918, loss: 0.9918 2020-06-25 19:06:14,039 - mmaction - INFO - Epoch [49][1280/3757] lr: 2.000e-04, eta: 0:36:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.9079, loss: 0.9079 2020-06-25 19:06:20,029 - mmaction - INFO - Epoch [49][1300/3757] lr: 2.000e-04, eta: 0:36:12, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2249, loss: 1.2249 2020-06-25 19:06:26,024 - mmaction - INFO - Epoch [49][1320/3757] lr: 2.000e-04, eta: 0:36:05, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.8125, top5_acc: 0.9563, loss_cls: 0.7791, loss: 0.7791 2020-06-25 19:06:32,014 - mmaction - INFO - Epoch [49][1340/3757] lr: 2.000e-04, eta: 0:35:58, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2518, loss: 1.2518 2020-06-25 19:06:37,996 - mmaction - INFO - Epoch [49][1360/3757] lr: 2.000e-04, eta: 0:35:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1197, loss: 1.1197 2020-06-25 19:06:44,032 - mmaction - INFO - Epoch [49][1380/3757] lr: 2.000e-04, eta: 0:35:44, time: 0.302, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 0.9873, loss: 0.9873 2020-06-25 19:06:50,024 - mmaction - INFO - Epoch [49][1400/3757] lr: 2.000e-04, eta: 0:35:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0946, loss: 1.0946 2020-06-25 19:06:56,024 - mmaction - INFO - Epoch [49][1420/3757] lr: 2.000e-04, eta: 0:35:29, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1740, loss: 1.1740 2020-06-25 19:07:02,045 - mmaction - INFO - Epoch [49][1440/3757] lr: 2.000e-04, eta: 0:35:22, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0183, loss: 1.0183 2020-06-25 19:07:08,048 - mmaction - INFO - Epoch [49][1460/3757] lr: 2.000e-04, eta: 0:35:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9150, loss: 0.9150 2020-06-25 19:07:14,031 - mmaction - INFO - Epoch [49][1480/3757] lr: 2.000e-04, eta: 0:35:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0452, loss: 1.0452 2020-06-25 19:07:20,014 - mmaction - INFO - Epoch [49][1500/3757] lr: 2.000e-04, eta: 0:35:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.1235, loss: 1.1235 2020-06-25 19:07:26,017 - mmaction - INFO - Epoch [49][1520/3757] lr: 2.000e-04, eta: 0:34:54, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9879, loss: 0.9879 2020-06-25 19:07:32,001 - mmaction - INFO - Epoch [49][1540/3757] lr: 2.000e-04, eta: 0:34:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0080, loss: 1.0080 2020-06-25 19:07:38,018 - mmaction - INFO - Epoch [49][1560/3757] lr: 2.000e-04, eta: 0:34:40, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826 2020-06-25 19:07:43,989 - mmaction - INFO - Epoch [49][1580/3757] lr: 2.000e-04, eta: 0:34:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3317, loss: 1.3317 2020-06-25 19:07:49,965 - mmaction - INFO - Epoch [49][1600/3757] lr: 2.000e-04, eta: 0:34:26, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1656, loss: 1.1656 2020-06-25 19:07:55,963 - mmaction - INFO - Epoch [49][1620/3757] lr: 2.000e-04, eta: 0:34:19, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2145, loss: 1.2145 2020-06-25 19:08:01,950 - mmaction - INFO - Epoch [49][1640/3757] lr: 2.000e-04, eta: 0:34:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1482, loss: 1.1482 2020-06-25 19:08:07,924 - mmaction - INFO - Epoch [49][1660/3757] lr: 2.000e-04, eta: 0:34:05, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1565, loss: 1.1565 2020-06-25 19:08:13,920 - mmaction - INFO - Epoch [49][1680/3757] lr: 2.000e-04, eta: 0:33:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1244, loss: 1.1244 2020-06-25 19:08:19,935 - mmaction - INFO - Epoch [49][1700/3757] lr: 2.000e-04, eta: 0:33:51, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0565, loss: 1.0565 2020-06-25 19:08:25,922 - mmaction - INFO - Epoch [49][1720/3757] lr: 2.000e-04, eta: 0:33:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.1668, loss: 1.1668 2020-06-25 19:08:31,912 - mmaction - INFO - Epoch [49][1740/3757] lr: 2.000e-04, eta: 0:33:37, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1552, loss: 1.1552 2020-06-25 19:08:37,902 - mmaction - INFO - Epoch [49][1760/3757] lr: 2.000e-04, eta: 0:33:30, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9970, loss: 0.9970 2020-06-25 19:08:43,913 - mmaction - INFO - Epoch [49][1780/3757] lr: 2.000e-04, eta: 0:33:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0431, loss: 1.0431 2020-06-25 19:08:49,935 - mmaction - INFO - Epoch [49][1800/3757] lr: 2.000e-04, eta: 0:33:16, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0014, loss: 1.0014 2020-06-25 19:08:55,922 - mmaction - INFO - Epoch [49][1820/3757] lr: 2.000e-04, eta: 0:33:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9503, loss: 0.9503 2020-06-25 19:09:01,867 - mmaction - INFO - Epoch [49][1840/3757] lr: 2.000e-04, eta: 0:33:02, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0289, loss: 1.0289 2020-06-25 19:09:07,834 - mmaction - INFO - Epoch [49][1860/3757] lr: 2.000e-04, eta: 0:32:55, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2110, loss: 1.2110 2020-06-25 19:09:13,795 - mmaction - INFO - Epoch [49][1880/3757] lr: 2.000e-04, eta: 0:32:48, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1740, loss: 1.1740 2020-06-25 19:09:19,790 - mmaction - INFO - Epoch [49][1900/3757] lr: 2.000e-04, eta: 0:32:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.0275, loss: 1.0275 2020-06-25 19:09:25,761 - mmaction - INFO - Epoch [49][1920/3757] lr: 2.000e-04, eta: 0:32:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.0673, loss: 1.0673 2020-06-25 19:09:31,739 - mmaction - INFO - Epoch [49][1940/3757] lr: 2.000e-04, eta: 0:32:27, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1344, loss: 1.1344 2020-06-25 19:09:37,746 - mmaction - INFO - Epoch [49][1960/3757] lr: 2.000e-04, eta: 0:32:20, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3858, loss: 1.3858 2020-06-25 19:09:43,744 - mmaction - INFO - Epoch [49][1980/3757] lr: 2.000e-04, eta: 0:32:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.8063, top5_acc: 0.9187, loss_cls: 0.9616, loss: 0.9616 2020-06-25 19:09:49,734 - mmaction - INFO - Epoch [49][2000/3757] lr: 2.000e-04, eta: 0:32:06, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2496, loss: 1.2496 2020-06-25 19:09:55,720 - mmaction - INFO - Epoch [49][2020/3757] lr: 2.000e-04, eta: 0:31:59, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2134, loss: 1.2134 2020-06-25 19:10:02,063 - mmaction - INFO - Epoch [49][2040/3757] lr: 2.000e-04, eta: 0:31:52, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0953, loss: 1.0953 2020-06-25 19:10:08,126 - mmaction - INFO - Epoch [49][2060/3757] lr: 2.000e-04, eta: 0:31:45, time: 0.311, data_time: 0.009, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1264, loss: 1.1264 2020-06-25 19:10:14,087 - mmaction - INFO - Epoch [49][2080/3757] lr: 2.000e-04, eta: 0:31:38, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9942, loss: 0.9942 2020-06-25 19:10:20,089 - mmaction - INFO - Epoch [49][2100/3757] lr: 2.000e-04, eta: 0:31:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0583, loss: 1.0583 2020-06-25 19:10:26,116 - mmaction - INFO - Epoch [49][2120/3757] lr: 2.000e-04, eta: 0:31:24, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8334, loss: 0.8334 2020-06-25 19:10:32,103 - mmaction - INFO - Epoch [49][2140/3757] lr: 2.000e-04, eta: 0:31:17, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0370, loss: 1.0370 2020-06-25 19:10:38,086 - mmaction - INFO - Epoch [49][2160/3757] lr: 2.000e-04, eta: 0:31:10, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.2010, loss: 1.2010 2020-06-25 19:10:44,061 - mmaction - INFO - Epoch [49][2180/3757] lr: 2.000e-04, eta: 0:31:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.0634, loss: 1.0634 2020-06-25 19:10:50,068 - mmaction - INFO - Epoch [49][2200/3757] lr: 2.000e-04, eta: 0:30:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9315, loss: 0.9315 2020-06-25 19:10:56,039 - mmaction - INFO - Epoch [49][2220/3757] lr: 2.000e-04, eta: 0:30:49, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1479, loss: 1.1479 2020-06-25 19:11:01,986 - mmaction - INFO - Epoch [49][2240/3757] lr: 2.000e-04, eta: 0:30:42, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1746, loss: 1.1746 2020-06-25 19:11:07,974 - mmaction - INFO - Epoch [49][2260/3757] lr: 2.000e-04, eta: 0:30:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.0927, loss: 1.0927 2020-06-25 19:11:13,943 - mmaction - INFO - Epoch [49][2280/3757] lr: 2.000e-04, eta: 0:30:28, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1960, loss: 1.1960 2020-06-25 19:11:19,950 - mmaction - INFO - Epoch [49][2300/3757] lr: 2.000e-04, eta: 0:30:21, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0931, loss: 1.0931 2020-06-25 19:11:25,912 - mmaction - INFO - Epoch [49][2320/3757] lr: 2.000e-04, eta: 0:30:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2149, loss: 1.2149 2020-06-25 19:11:31,864 - mmaction - INFO - Epoch [49][2340/3757] lr: 2.000e-04, eta: 0:30:07, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9819, loss: 0.9819 2020-06-25 19:11:37,845 - mmaction - INFO - Epoch [49][2360/3757] lr: 2.000e-04, eta: 0:30:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0175, loss: 1.0175 2020-06-25 19:11:43,821 - mmaction - INFO - Epoch [49][2380/3757] lr: 2.000e-04, eta: 0:29:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9465, loss: 0.9465 2020-06-25 19:11:49,803 - mmaction - INFO - Epoch [49][2400/3757] lr: 2.000e-04, eta: 0:29:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1661, loss: 1.1661 2020-06-25 19:11:55,799 - mmaction - INFO - Epoch [49][2420/3757] lr: 2.000e-04, eta: 0:29:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0222, loss: 1.0222 2020-06-25 19:12:01,784 - mmaction - INFO - Epoch [49][2440/3757] lr: 2.000e-04, eta: 0:29:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0361, loss: 1.0361 2020-06-25 19:12:07,764 - mmaction - INFO - Epoch [49][2460/3757] lr: 2.000e-04, eta: 0:29:25, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2563, loss: 1.2563 2020-06-25 19:12:13,749 - mmaction - INFO - Epoch [49][2480/3757] lr: 2.000e-04, eta: 0:29:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0304, loss: 1.0304 2020-06-25 19:12:19,719 - mmaction - INFO - Epoch [49][2500/3757] lr: 2.000e-04, eta: 0:29:11, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8812, loss_cls: 1.0748, loss: 1.0748 2020-06-25 19:12:25,673 - mmaction - INFO - Epoch [49][2520/3757] lr: 2.000e-04, eta: 0:29:04, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0317, loss: 1.0317 2020-06-25 19:12:31,666 - mmaction - INFO - Epoch [49][2540/3757] lr: 2.000e-04, eta: 0:28:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 0.9650, loss: 0.9650 2020-06-25 19:12:37,651 - mmaction - INFO - Epoch [49][2560/3757] lr: 2.000e-04, eta: 0:28:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2746, loss: 1.2746 2020-06-25 19:12:43,643 - mmaction - INFO - Epoch [49][2580/3757] lr: 2.000e-04, eta: 0:28:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0190, loss: 1.0190 2020-06-25 19:12:49,640 - mmaction - INFO - Epoch [49][2600/3757] lr: 2.000e-04, eta: 0:28:35, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 1.0088, loss: 1.0088 2020-06-25 19:12:55,627 - mmaction - INFO - Epoch [49][2620/3757] lr: 2.000e-04, eta: 0:28:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0405, loss: 1.0405 2020-06-25 19:13:01,617 - mmaction - INFO - Epoch [49][2640/3757] lr: 2.000e-04, eta: 0:28:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0330, loss: 1.0330 2020-06-25 19:13:07,617 - mmaction - INFO - Epoch [49][2660/3757] lr: 2.000e-04, eta: 0:28:14, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1956, loss: 1.1956 2020-06-25 19:13:13,614 - mmaction - INFO - Epoch [49][2680/3757] lr: 2.000e-04, eta: 0:28:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1176, loss: 1.1176 2020-06-25 19:13:19,626 - mmaction - INFO - Epoch [49][2700/3757] lr: 2.000e-04, eta: 0:28:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 0.9914, loss: 0.9914 2020-06-25 19:13:25,602 - mmaction - INFO - Epoch [49][2720/3757] lr: 2.000e-04, eta: 0:27:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9359, loss: 0.9359 2020-06-25 19:13:31,603 - mmaction - INFO - Epoch [49][2740/3757] lr: 2.000e-04, eta: 0:27:46, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2388, loss: 1.2388 2020-06-25 19:13:37,609 - mmaction - INFO - Epoch [49][2760/3757] lr: 2.000e-04, eta: 0:27:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2028, loss: 1.2028 2020-06-25 19:13:43,583 - mmaction - INFO - Epoch [49][2780/3757] lr: 2.000e-04, eta: 0:27:32, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.1729, loss: 1.1729 2020-06-25 19:13:49,575 - mmaction - INFO - Epoch [49][2800/3757] lr: 2.000e-04, eta: 0:27:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.8787, loss: 0.8787 2020-06-25 19:13:55,555 - mmaction - INFO - Epoch [49][2820/3757] lr: 2.000e-04, eta: 0:27:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9802, loss: 0.9802 2020-06-25 19:14:01,528 - mmaction - INFO - Epoch [49][2840/3757] lr: 2.000e-04, eta: 0:27:11, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2193, loss: 1.2193 2020-06-25 19:14:07,538 - mmaction - INFO - Epoch [49][2860/3757] lr: 2.000e-04, eta: 0:27:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1219, loss: 1.1219 2020-06-25 19:14:13,527 - mmaction - INFO - Epoch [49][2880/3757] lr: 2.000e-04, eta: 0:26:57, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1299, loss: 1.1299 2020-06-25 19:14:19,487 - mmaction - INFO - Epoch [49][2900/3757] lr: 2.000e-04, eta: 0:26:50, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0483, loss: 1.0483 2020-06-25 19:14:25,459 - mmaction - INFO - Epoch [49][2920/3757] lr: 2.000e-04, eta: 0:26:43, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1484, loss: 1.1484 2020-06-25 19:14:31,442 - mmaction - INFO - Epoch [49][2940/3757] lr: 2.000e-04, eta: 0:26:36, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.3171, loss: 1.3171 2020-06-25 19:14:37,451 - mmaction - INFO - Epoch [49][2960/3757] lr: 2.000e-04, eta: 0:26:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0394, loss: 1.0394 2020-06-25 19:14:43,431 - mmaction - INFO - Epoch [49][2980/3757] lr: 2.000e-04, eta: 0:26:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9920, loss: 0.9920 2020-06-25 19:14:49,433 - mmaction - INFO - Epoch [49][3000/3757] lr: 2.000e-04, eta: 0:26:15, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1975, loss: 1.1975 2020-06-25 19:14:55,404 - mmaction - INFO - Epoch [49][3020/3757] lr: 2.000e-04, eta: 0:26:08, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9500, loss: 0.9500 2020-06-25 19:15:01,368 - mmaction - INFO - Epoch [49][3040/3757] lr: 2.000e-04, eta: 0:26:01, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0387, loss: 1.0387 2020-06-25 19:15:07,334 - mmaction - INFO - Epoch [49][3060/3757] lr: 2.000e-04, eta: 0:25:54, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1167, loss: 1.1167 2020-06-25 19:15:13,332 - mmaction - INFO - Epoch [49][3080/3757] lr: 2.000e-04, eta: 0:25:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2259, loss: 1.2259 2020-06-25 19:15:19,304 - mmaction - INFO - Epoch [49][3100/3757] lr: 2.000e-04, eta: 0:25:40, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0564, loss: 1.0564 2020-06-25 19:15:25,289 - mmaction - INFO - Epoch [49][3120/3757] lr: 2.000e-04, eta: 0:25:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3022, loss: 1.3022 2020-06-25 19:15:31,315 - mmaction - INFO - Epoch [49][3140/3757] lr: 2.000e-04, eta: 0:25:26, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1398, loss: 1.1398 2020-06-25 19:15:37,322 - mmaction - INFO - Epoch [49][3160/3757] lr: 2.000e-04, eta: 0:25:19, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0554, loss: 1.0554 2020-06-25 19:15:43,325 - mmaction - INFO - Epoch [49][3180/3757] lr: 2.000e-04, eta: 0:25:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3341, loss: 1.3341 2020-06-25 19:15:49,304 - mmaction - INFO - Epoch [49][3200/3757] lr: 2.000e-04, eta: 0:25:05, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1868, loss: 1.1868 2020-06-25 19:15:55,282 - mmaction - INFO - Epoch [49][3220/3757] lr: 2.000e-04, eta: 0:24:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2410, loss: 1.2410 2020-06-25 19:16:01,245 - mmaction - INFO - Epoch [49][3240/3757] lr: 2.000e-04, eta: 0:24:51, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1064, loss: 1.1064 2020-06-25 19:16:07,198 - mmaction - INFO - Epoch [49][3260/3757] lr: 2.000e-04, eta: 0:24:44, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0651, loss: 1.0651 2020-06-25 19:16:13,186 - mmaction - INFO - Epoch [49][3280/3757] lr: 2.000e-04, eta: 0:24:37, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1154, loss: 1.1154 2020-06-25 19:16:19,137 - mmaction - INFO - Epoch [49][3300/3757] lr: 2.000e-04, eta: 0:24:30, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9864, loss: 0.9864 2020-06-25 19:16:25,140 - mmaction - INFO - Epoch [49][3320/3757] lr: 2.000e-04, eta: 0:24:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0686, loss: 1.0686 2020-06-25 19:16:31,140 - mmaction - INFO - Epoch [49][3340/3757] lr: 2.000e-04, eta: 0:24:16, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8033, loss: 0.8033 2020-06-25 19:16:37,138 - mmaction - INFO - Epoch [49][3360/3757] lr: 2.000e-04, eta: 0:24:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1100, loss: 1.1100 2020-06-25 19:16:43,079 - mmaction - INFO - Epoch [49][3380/3757] lr: 2.000e-04, eta: 0:24:02, time: 0.297, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800 2020-06-25 19:16:49,035 - mmaction - INFO - Epoch [49][3400/3757] lr: 2.000e-04, eta: 0:23:55, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9289, loss: 0.9289 2020-06-25 19:16:55,016 - mmaction - INFO - Epoch [49][3420/3757] lr: 2.000e-04, eta: 0:23:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0108, loss: 1.0108 2020-06-25 19:17:01,008 - mmaction - INFO - Epoch [49][3440/3757] lr: 2.000e-04, eta: 0:23:41, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1527, loss: 1.1527 2020-06-25 19:17:06,985 - mmaction - INFO - Epoch [49][3460/3757] lr: 2.000e-04, eta: 0:23:34, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2557, loss: 1.2557 2020-06-25 19:17:12,988 - mmaction - INFO - Epoch [49][3480/3757] lr: 2.000e-04, eta: 0:23:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9986, loss: 0.9986 2020-06-25 19:17:18,955 - mmaction - INFO - Epoch [49][3500/3757] lr: 2.000e-04, eta: 0:23:20, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0662, loss: 1.0662 2020-06-25 19:17:24,957 - mmaction - INFO - Epoch [49][3520/3757] lr: 2.000e-04, eta: 0:23:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1257, loss: 1.1257 2020-06-25 19:17:30,969 - mmaction - INFO - Epoch [49][3540/3757] lr: 2.000e-04, eta: 0:23:06, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1105, loss: 1.1105 2020-06-25 19:17:36,954 - mmaction - INFO - Epoch [49][3560/3757] lr: 2.000e-04, eta: 0:22:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0549, loss: 1.0549 2020-06-25 19:17:42,939 - mmaction - INFO - Epoch [49][3580/3757] lr: 2.000e-04, eta: 0:22:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1201, loss: 1.1201 2020-06-25 19:17:48,926 - mmaction - INFO - Epoch [49][3600/3757] lr: 2.000e-04, eta: 0:22:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2537, loss: 1.2537 2020-06-25 19:17:54,919 - mmaction - INFO - Epoch [49][3620/3757] lr: 2.000e-04, eta: 0:22:38, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2245, loss: 1.2245 2020-06-25 19:18:00,910 - mmaction - INFO - Epoch [49][3640/3757] lr: 2.000e-04, eta: 0:22:31, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9125, loss_cls: 0.9812, loss: 0.9812 2020-06-25 19:18:06,867 - mmaction - INFO - Epoch [49][3660/3757] lr: 2.000e-04, eta: 0:22:24, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2387, loss: 1.2387 2020-06-25 19:18:12,857 - mmaction - INFO - Epoch [49][3680/3757] lr: 2.000e-04, eta: 0:22:17, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2263, loss: 1.2263 2020-06-25 19:18:18,864 - mmaction - INFO - Epoch [49][3700/3757] lr: 2.000e-04, eta: 0:22:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1802, loss: 1.1802 2020-06-25 19:18:24,850 - mmaction - INFO - Epoch [49][3720/3757] lr: 2.000e-04, eta: 0:22:03, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2913, loss: 1.2913 2020-06-25 19:18:30,849 - mmaction - INFO - Epoch [49][3740/3757] lr: 2.000e-04, eta: 0:21:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.4617, loss: 1.4617 2020-06-25 19:22:05,511 - mmaction - INFO - Epoch [50][20/3757] lr: 2.000e-04, eta: 0:21:47, time: 10.095, data_time: 9.701, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1544, loss: 1.1544 2020-06-25 19:22:11,597 - mmaction - INFO - Epoch [50][40/3757] lr: 2.000e-04, eta: 0:21:40, time: 0.305, data_time: 0.005, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3344, loss: 1.3344 2020-06-25 19:22:17,587 - mmaction - INFO - Epoch [50][60/3757] lr: 2.000e-04, eta: 0:21:33, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9774, loss: 0.9774 2020-06-25 19:22:23,579 - mmaction - INFO - Epoch [50][80/3757] lr: 2.000e-04, eta: 0:21:26, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1400, loss: 1.1400 2020-06-25 19:22:29,537 - mmaction - INFO - Epoch [50][100/3757] lr: 2.000e-04, eta: 0:21:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0569, loss: 1.0569 2020-06-25 19:22:35,509 - mmaction - INFO - Epoch [50][120/3757] lr: 2.000e-04, eta: 0:21:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.0965, loss: 1.0965 2020-06-25 19:22:41,469 - mmaction - INFO - Epoch [50][140/3757] lr: 2.000e-04, eta: 0:21:05, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1906, loss: 1.1906 2020-06-25 19:22:47,447 - mmaction - INFO - Epoch [50][160/3757] lr: 2.000e-04, eta: 0:20:58, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1006, loss: 1.1006 2020-06-25 19:22:53,433 - mmaction - INFO - Epoch [50][180/3757] lr: 2.000e-04, eta: 0:20:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.0951, loss: 1.0951 2020-06-25 19:22:59,390 - mmaction - INFO - Epoch [50][200/3757] lr: 2.000e-04, eta: 0:20:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0044, loss: 1.0044 2020-06-25 19:23:05,376 - mmaction - INFO - Epoch [50][220/3757] lr: 2.000e-04, eta: 0:20:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0106, loss: 1.0106 2020-06-25 19:23:11,364 - mmaction - INFO - Epoch [50][240/3757] lr: 2.000e-04, eta: 0:20:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0055, loss: 1.0055 2020-06-25 19:23:17,363 - mmaction - INFO - Epoch [50][260/3757] lr: 2.000e-04, eta: 0:20:23, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9608, loss: 0.9608 2020-06-25 19:23:23,344 - mmaction - INFO - Epoch [50][280/3757] lr: 2.000e-04, eta: 0:20:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1840, loss: 1.1840 2020-06-25 19:23:29,331 - mmaction - INFO - Epoch [50][300/3757] lr: 2.000e-04, eta: 0:20:09, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.1889, loss: 1.1889 2020-06-25 19:23:35,301 - mmaction - INFO - Epoch [50][320/3757] lr: 2.000e-04, eta: 0:20:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1760, loss: 1.1760 2020-06-25 19:23:41,287 - mmaction - INFO - Epoch [50][340/3757] lr: 2.000e-04, eta: 0:19:55, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2825, loss: 1.2825 2020-06-25 19:23:47,261 - mmaction - INFO - Epoch [50][360/3757] lr: 2.000e-04, eta: 0:19:48, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9643, loss: 0.9643 2020-06-25 19:23:53,245 - mmaction - INFO - Epoch [50][380/3757] lr: 2.000e-04, eta: 0:19:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9563, loss_cls: 1.0336, loss: 1.0336 2020-06-25 19:23:59,209 - mmaction - INFO - Epoch [50][400/3757] lr: 2.000e-04, eta: 0:19:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9927, loss: 0.9927 2020-06-25 19:24:05,223 - mmaction - INFO - Epoch [50][420/3757] lr: 2.000e-04, eta: 0:19:27, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0254, loss: 1.0254 2020-06-25 19:24:11,182 - mmaction - INFO - Epoch [50][440/3757] lr: 2.000e-04, eta: 0:19:20, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1470, loss: 1.1470 2020-06-25 19:24:17,156 - mmaction - INFO - Epoch [50][460/3757] lr: 2.000e-04, eta: 0:19:13, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4559, loss: 1.4559 2020-06-25 19:24:23,125 - mmaction - INFO - Epoch [50][480/3757] lr: 2.000e-04, eta: 0:19:06, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.7937, loss_cls: 1.5218, loss: 1.5218 2020-06-25 19:24:29,086 - mmaction - INFO - Epoch [50][500/3757] lr: 2.000e-04, eta: 0:18:59, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0464, loss: 1.0464 2020-06-25 19:24:35,087 - mmaction - INFO - Epoch [50][520/3757] lr: 2.000e-04, eta: 0:18:52, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2882, loss: 1.2882 2020-06-25 19:24:41,073 - mmaction - INFO - Epoch [50][540/3757] lr: 2.000e-04, eta: 0:18:45, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0224, loss: 1.0224 2020-06-25 19:24:47,063 - mmaction - INFO - Epoch [50][560/3757] lr: 2.000e-04, eta: 0:18:38, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9250, loss_cls: 1.1262, loss: 1.1262 2020-06-25 19:24:53,063 - mmaction - INFO - Epoch [50][580/3757] lr: 2.000e-04, eta: 0:18:31, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1288, loss: 1.1288 2020-06-25 19:24:59,063 - mmaction - INFO - Epoch [50][600/3757] lr: 2.000e-04, eta: 0:18:24, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0358, loss: 1.0358 2020-06-25 19:25:05,261 - mmaction - INFO - Epoch [50][620/3757] lr: 2.000e-04, eta: 0:18:17, time: 0.310, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0586, loss: 1.0586 2020-06-25 19:25:11,270 - mmaction - INFO - Epoch [50][640/3757] lr: 2.000e-04, eta: 0:18:10, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2859, loss: 1.2859 2020-06-25 19:25:17,281 - mmaction - INFO - Epoch [50][660/3757] lr: 2.000e-04, eta: 0:18:03, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.2283, loss: 1.2283 2020-06-25 19:25:23,258 - mmaction - INFO - Epoch [50][680/3757] lr: 2.000e-04, eta: 0:17:56, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9618, loss: 0.9618 2020-06-25 19:25:29,252 - mmaction - INFO - Epoch [50][700/3757] lr: 2.000e-04, eta: 0:17:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1727, loss: 1.1727 2020-06-25 19:25:35,235 - mmaction - INFO - Epoch [50][720/3757] lr: 2.000e-04, eta: 0:17:42, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2184, loss: 1.2184 2020-06-25 19:25:41,211 - mmaction - INFO - Epoch [50][740/3757] lr: 2.000e-04, eta: 0:17:35, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.3229, loss: 1.3229 2020-06-25 19:25:47,189 - mmaction - INFO - Epoch [50][760/3757] lr: 2.000e-04, eta: 0:17:28, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.1858, loss: 1.1858 2020-06-25 19:25:53,172 - mmaction - INFO - Epoch [50][780/3757] lr: 2.000e-04, eta: 0:17:21, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9500, loss_cls: 0.9381, loss: 0.9381 2020-06-25 19:25:59,152 - mmaction - INFO - Epoch [50][800/3757] lr: 2.000e-04, eta: 0:17:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1558, loss: 1.1558 2020-06-25 19:26:05,169 - mmaction - INFO - Epoch [50][820/3757] lr: 2.000e-04, eta: 0:17:07, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9500, loss_cls: 0.8157, loss: 0.8157 2020-06-25 19:26:11,147 - mmaction - INFO - Epoch [50][840/3757] lr: 2.000e-04, eta: 0:17:00, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1341, loss: 1.1341 2020-06-25 19:26:17,138 - mmaction - INFO - Epoch [50][860/3757] lr: 2.000e-04, eta: 0:16:53, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0262, loss: 1.0262 2020-06-25 19:26:23,125 - mmaction - INFO - Epoch [50][880/3757] lr: 2.000e-04, eta: 0:16:46, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2537, loss: 1.2537 2020-06-25 19:26:29,117 - mmaction - INFO - Epoch [50][900/3757] lr: 2.000e-04, eta: 0:16:39, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 0.9824, loss: 0.9824 2020-06-25 19:26:35,109 - mmaction - INFO - Epoch [50][920/3757] lr: 2.000e-04, eta: 0:16:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9335, loss: 0.9335 2020-06-25 19:26:41,105 - mmaction - INFO - Epoch [50][940/3757] lr: 2.000e-04, eta: 0:16:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0255, loss: 1.0255 2020-06-25 19:26:47,109 - mmaction - INFO - Epoch [50][960/3757] lr: 2.000e-04, eta: 0:16:17, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9437, loss_cls: 0.9088, loss: 0.9088 2020-06-25 19:26:53,105 - mmaction - INFO - Epoch [50][980/3757] lr: 2.000e-04, eta: 0:16:10, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0479, loss: 1.0479 2020-06-25 19:26:59,075 - mmaction - INFO - Epoch [50][1000/3757] lr: 2.000e-04, eta: 0:16:03, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1691, loss: 1.1691 2020-06-25 19:27:05,068 - mmaction - INFO - Epoch [50][1020/3757] lr: 2.000e-04, eta: 0:15:56, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2441, loss: 1.2441 2020-06-25 19:27:11,075 - mmaction - INFO - Epoch [50][1040/3757] lr: 2.000e-04, eta: 0:15:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1214, loss: 1.1214 2020-06-25 19:27:17,099 - mmaction - INFO - Epoch [50][1060/3757] lr: 2.000e-04, eta: 0:15:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2443, loss: 1.2443 2020-06-25 19:27:23,106 - mmaction - INFO - Epoch [50][1080/3757] lr: 2.000e-04, eta: 0:15:35, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1478, loss: 1.1478 2020-06-25 19:27:29,076 - mmaction - INFO - Epoch [50][1100/3757] lr: 2.000e-04, eta: 0:15:28, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1277, loss: 1.1277 2020-06-25 19:27:35,066 - mmaction - INFO - Epoch [50][1120/3757] lr: 2.000e-04, eta: 0:15:21, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0657, loss: 1.0657 2020-06-25 19:27:41,036 - mmaction - INFO - Epoch [50][1140/3757] lr: 2.000e-04, eta: 0:15:14, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2794, loss: 1.2794 2020-06-25 19:27:47,013 - mmaction - INFO - Epoch [50][1160/3757] lr: 2.000e-04, eta: 0:15:07, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.7883, loss: 0.7883 2020-06-25 19:27:53,026 - mmaction - INFO - Epoch [50][1180/3757] lr: 2.000e-04, eta: 0:15:00, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1329, loss: 1.1329 2020-06-25 19:27:59,009 - mmaction - INFO - Epoch [50][1200/3757] lr: 2.000e-04, eta: 0:14:53, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1764, loss: 1.1764 2020-06-25 19:28:04,979 - mmaction - INFO - Epoch [50][1220/3757] lr: 2.000e-04, eta: 0:14:46, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1655, loss: 1.1655 2020-06-25 19:28:10,972 - mmaction - INFO - Epoch [50][1240/3757] lr: 2.000e-04, eta: 0:14:39, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2468, loss: 1.2468 2020-06-25 19:28:17,156 - mmaction - INFO - Epoch [50][1260/3757] lr: 2.000e-04, eta: 0:14:32, time: 0.309, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1011, loss: 1.1011 2020-06-25 19:28:23,168 - mmaction - INFO - Epoch [50][1280/3757] lr: 2.000e-04, eta: 0:14:25, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1410, loss: 1.1410 2020-06-25 19:28:29,195 - mmaction - INFO - Epoch [50][1300/3757] lr: 2.000e-04, eta: 0:14:18, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.8263, loss: 0.8263 2020-06-25 19:28:35,173 - mmaction - INFO - Epoch [50][1320/3757] lr: 2.000e-04, eta: 0:14:11, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9293, loss: 0.9293 2020-06-25 19:28:41,207 - mmaction - INFO - Epoch [50][1340/3757] lr: 2.000e-04, eta: 0:14:04, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1799, loss: 1.1799 2020-06-25 19:28:47,197 - mmaction - INFO - Epoch [50][1360/3757] lr: 2.000e-04, eta: 0:13:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0584, loss: 1.0584 2020-06-25 19:28:53,168 - mmaction - INFO - Epoch [50][1380/3757] lr: 2.000e-04, eta: 0:13:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.9062, loss_cls: 1.1197, loss: 1.1197 2020-06-25 19:28:59,175 - mmaction - INFO - Epoch [50][1400/3757] lr: 2.000e-04, eta: 0:13:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2575, loss: 1.2575 2020-06-25 19:29:05,151 - mmaction - INFO - Epoch [50][1420/3757] lr: 2.000e-04, eta: 0:13:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0313, loss: 1.0313 2020-06-25 19:29:11,178 - mmaction - INFO - Epoch [50][1440/3757] lr: 2.000e-04, eta: 0:13:29, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2256, loss: 1.2256 2020-06-25 19:29:17,166 - mmaction - INFO - Epoch [50][1460/3757] lr: 2.000e-04, eta: 0:13:22, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.0951, loss: 1.0951 2020-06-25 19:29:23,127 - mmaction - INFO - Epoch [50][1480/3757] lr: 2.000e-04, eta: 0:13:15, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0846, loss: 1.0846 2020-06-25 19:29:29,090 - mmaction - INFO - Epoch [50][1500/3757] lr: 2.000e-04, eta: 0:13:08, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1733, loss: 1.1733 2020-06-25 19:29:35,051 - mmaction - INFO - Epoch [50][1520/3757] lr: 2.000e-04, eta: 0:13:01, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 0.9728, loss: 0.9728 2020-06-25 19:29:41,055 - mmaction - INFO - Epoch [50][1540/3757] lr: 2.000e-04, eta: 0:12:54, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.8438, top5_acc: 0.9500, loss_cls: 0.7510, loss: 0.7510 2020-06-25 19:29:47,053 - mmaction - INFO - Epoch [50][1560/3757] lr: 2.000e-04, eta: 0:12:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0641, loss: 1.0641 2020-06-25 19:29:53,055 - mmaction - INFO - Epoch [50][1580/3757] lr: 2.000e-04, eta: 0:12:40, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2105, loss: 1.2105 2020-06-25 19:29:59,036 - mmaction - INFO - Epoch [50][1600/3757] lr: 2.000e-04, eta: 0:12:33, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0946, loss: 1.0946 2020-06-25 19:30:05,901 - mmaction - INFO - Epoch [50][1620/3757] lr: 2.000e-04, eta: 0:12:26, time: 0.342, data_time: 0.004, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1133, loss: 1.1133 2020-06-25 19:30:12,138 - mmaction - INFO - Epoch [50][1640/3757] lr: 2.000e-04, eta: 0:12:19, time: 0.312, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0032, loss: 1.0032 2020-06-25 19:30:18,141 - mmaction - INFO - Epoch [50][1660/3757] lr: 2.000e-04, eta: 0:12:12, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3499, loss: 1.3499 2020-06-25 19:30:24,166 - mmaction - INFO - Epoch [50][1680/3757] lr: 2.000e-04, eta: 0:12:05, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9549, loss: 0.9549 2020-06-25 19:30:30,189 - mmaction - INFO - Epoch [50][1700/3757] lr: 2.000e-04, eta: 0:11:58, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0393, loss: 1.0393 2020-06-25 19:30:36,183 - mmaction - INFO - Epoch [50][1720/3757] lr: 2.000e-04, eta: 0:11:51, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1485, loss: 1.1485 2020-06-25 19:30:42,163 - mmaction - INFO - Epoch [50][1740/3757] lr: 2.000e-04, eta: 0:11:44, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.2032, loss: 1.2032 2020-06-25 19:30:48,142 - mmaction - INFO - Epoch [50][1760/3757] lr: 2.000e-04, eta: 0:11:37, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0307, loss: 1.0307 2020-06-25 19:30:54,145 - mmaction - INFO - Epoch [50][1780/3757] lr: 2.000e-04, eta: 0:11:30, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1390, loss: 1.1390 2020-06-25 19:31:00,145 - mmaction - INFO - Epoch [50][1800/3757] lr: 2.000e-04, eta: 0:11:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9821, loss: 0.9821 2020-06-25 19:31:06,112 - mmaction - INFO - Epoch [50][1820/3757] lr: 2.000e-04, eta: 0:11:16, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2606, loss: 1.2606 2020-06-25 19:31:50,857 - mmaction - INFO - Epoch [50][1840/3757] lr: 2.000e-04, eta: 0:11:10, time: 2.237, data_time: 0.001, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1776, loss: 1.1776 2020-06-25 19:31:56,858 - mmaction - INFO - Epoch [50][1860/3757] lr: 2.000e-04, eta: 0:11:03, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9405, loss: 0.9405 2020-06-25 19:32:02,854 - mmaction - INFO - Epoch [50][1880/3757] lr: 2.000e-04, eta: 0:10:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 0.9988, loss: 0.9988 2020-06-25 19:32:08,851 - mmaction - INFO - Epoch [50][1900/3757] lr: 2.000e-04, eta: 0:10:49, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6125, top5_acc: 0.9000, loss_cls: 1.2013, loss: 1.2013 2020-06-25 19:32:14,858 - mmaction - INFO - Epoch [50][1920/3757] lr: 2.000e-04, eta: 0:10:42, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1299, loss: 1.1299 2020-06-25 19:32:20,847 - mmaction - INFO - Epoch [50][1940/3757] lr: 2.000e-04, eta: 0:10:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 0.9920, loss: 0.9920 2020-06-25 19:32:26,847 - mmaction - INFO - Epoch [50][1960/3757] lr: 2.000e-04, eta: 0:10:28, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1591, loss: 1.1591 2020-06-25 19:32:32,803 - mmaction - INFO - Epoch [50][1980/3757] lr: 2.000e-04, eta: 0:10:21, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1492, loss: 1.1492 2020-06-25 19:32:38,815 - mmaction - INFO - Epoch [50][2000/3757] lr: 2.000e-04, eta: 0:10:14, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9836, loss: 0.9836 2020-06-25 19:32:44,802 - mmaction - INFO - Epoch [50][2020/3757] lr: 2.000e-04, eta: 0:10:07, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1941, loss: 1.1941 2020-06-25 19:32:50,767 - mmaction - INFO - Epoch [50][2040/3757] lr: 2.000e-04, eta: 0:10:00, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0617, loss: 1.0617 2020-06-25 19:32:56,752 - mmaction - INFO - Epoch [50][2060/3757] lr: 2.000e-04, eta: 0:09:53, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8313, loss_cls: 1.2893, loss: 1.2893 2020-06-25 19:33:02,738 - mmaction - INFO - Epoch [50][2080/3757] lr: 2.000e-04, eta: 0:09:46, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0515, loss: 1.0515 2020-06-25 19:33:08,704 - mmaction - INFO - Epoch [50][2100/3757] lr: 2.000e-04, eta: 0:09:39, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8674, loss: 0.8674 2020-06-25 19:33:14,693 - mmaction - INFO - Epoch [50][2120/3757] lr: 2.000e-04, eta: 0:09:32, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1596, loss: 1.1596 2020-06-25 19:33:20,688 - mmaction - INFO - Epoch [50][2140/3757] lr: 2.000e-04, eta: 0:09:25, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1255, loss: 1.1255 2020-06-25 19:33:26,653 - mmaction - INFO - Epoch [50][2160/3757] lr: 2.000e-04, eta: 0:09:18, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9377, loss: 0.9377 2020-06-25 19:33:32,646 - mmaction - INFO - Epoch [50][2180/3757] lr: 2.000e-04, eta: 0:09:11, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0345, loss: 1.0345 2020-06-25 19:33:38,628 - mmaction - INFO - Epoch [50][2200/3757] lr: 2.000e-04, eta: 0:09:04, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.1108, loss: 1.1108 2020-06-25 19:33:44,605 - mmaction - INFO - Epoch [50][2220/3757] lr: 2.000e-04, eta: 0:08:57, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3348, loss: 1.3348 2020-06-25 19:33:50,582 - mmaction - INFO - Epoch [50][2240/3757] lr: 2.000e-04, eta: 0:08:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9645, loss: 0.9645 2020-06-25 19:33:56,572 - mmaction - INFO - Epoch [50][2260/3757] lr: 2.000e-04, eta: 0:08:43, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1763, loss: 1.1763 2020-06-25 19:34:02,550 - mmaction - INFO - Epoch [50][2280/3757] lr: 2.000e-04, eta: 0:08:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.9007, loss: 0.9007 2020-06-25 19:34:08,515 - mmaction - INFO - Epoch [50][2300/3757] lr: 2.000e-04, eta: 0:08:29, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2645, loss: 1.2645 2020-06-25 19:34:14,495 - mmaction - INFO - Epoch [50][2320/3757] lr: 2.000e-04, eta: 0:08:22, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1366, loss: 1.1366 2020-06-25 19:34:20,490 - mmaction - INFO - Epoch [50][2340/3757] lr: 2.000e-04, eta: 0:08:15, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2154, loss: 1.2154 2020-06-25 19:34:26,464 - mmaction - INFO - Epoch [50][2360/3757] lr: 2.000e-04, eta: 0:08:08, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3150, loss: 1.3150 2020-06-25 19:34:32,454 - mmaction - INFO - Epoch [50][2380/3757] lr: 2.000e-04, eta: 0:08:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9813, loss: 0.9813 2020-06-25 19:34:38,435 - mmaction - INFO - Epoch [50][2400/3757] lr: 2.000e-04, eta: 0:07:54, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7562, top5_acc: 0.9437, loss_cls: 0.9143, loss: 0.9143 2020-06-25 19:34:44,429 - mmaction - INFO - Epoch [50][2420/3757] lr: 2.000e-04, eta: 0:07:47, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2531, loss: 1.2531 2020-06-25 19:34:50,429 - mmaction - INFO - Epoch [50][2440/3757] lr: 2.000e-04, eta: 0:07:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0929, loss: 1.0929 2020-06-25 19:34:56,420 - mmaction - INFO - Epoch [50][2460/3757] lr: 2.000e-04, eta: 0:07:33, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9417, loss: 0.9417 2020-06-25 19:35:02,375 - mmaction - INFO - Epoch [50][2480/3757] lr: 2.000e-04, eta: 0:07:26, time: 0.297, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2841, loss: 1.2841 2020-06-25 19:35:08,343 - mmaction - INFO - Epoch [50][2500/3757] lr: 2.000e-04, eta: 0:07:19, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.9090, loss: 0.9090 2020-06-25 19:35:14,310 - mmaction - INFO - Epoch [50][2520/3757] lr: 2.000e-04, eta: 0:07:12, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0646, loss: 1.0646 2020-06-25 19:35:20,307 - mmaction - INFO - Epoch [50][2540/3757] lr: 2.000e-04, eta: 0:07:05, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2761, loss: 1.2761 2020-06-25 19:35:26,310 - mmaction - INFO - Epoch [50][2560/3757] lr: 2.000e-04, eta: 0:06:58, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0890, loss: 1.0890 2020-06-25 19:35:32,284 - mmaction - INFO - Epoch [50][2580/3757] lr: 2.000e-04, eta: 0:06:51, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3408, loss: 1.3408 2020-06-25 19:35:38,248 - mmaction - INFO - Epoch [50][2600/3757] lr: 2.000e-04, eta: 0:06:44, time: 0.298, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9927, loss: 0.9927 2020-06-25 19:35:44,262 - mmaction - INFO - Epoch [50][2620/3757] lr: 2.000e-04, eta: 0:06:37, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 0.9494, loss: 0.9494 2020-06-25 19:35:50,256 - mmaction - INFO - Epoch [50][2640/3757] lr: 2.000e-04, eta: 0:06:30, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1477, loss: 1.1477 2020-06-25 19:35:56,265 - mmaction - INFO - Epoch [50][2660/3757] lr: 2.000e-04, eta: 0:06:23, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1160, loss: 1.1160 2020-06-25 19:36:02,288 - mmaction - INFO - Epoch [50][2680/3757] lr: 2.000e-04, eta: 0:06:16, time: 0.302, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8313, loss_cls: 1.2874, loss: 1.2874 2020-06-25 19:36:08,291 - mmaction - INFO - Epoch [50][2700/3757] lr: 2.000e-04, eta: 0:06:09, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0938, loss: 1.0938 2020-06-25 19:36:14,271 - mmaction - INFO - Epoch [50][2720/3757] lr: 2.000e-04, eta: 0:06:02, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9784, loss: 0.9784 2020-06-25 19:36:20,271 - mmaction - INFO - Epoch [50][2740/3757] lr: 2.000e-04, eta: 0:05:55, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0809, loss: 1.0809 2020-06-25 19:36:26,244 - mmaction - INFO - Epoch [50][2760/3757] lr: 2.000e-04, eta: 0:05:48, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8914, loss: 0.8914 2020-06-25 19:36:32,223 - mmaction - INFO - Epoch [50][2780/3757] lr: 2.000e-04, eta: 0:05:41, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9592, loss: 0.9592 2020-06-25 19:36:38,192 - mmaction - INFO - Epoch [50][2800/3757] lr: 2.000e-04, eta: 0:05:34, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2047, loss: 1.2047 2020-06-25 19:36:44,148 - mmaction - INFO - Epoch [50][2820/3757] lr: 2.000e-04, eta: 0:05:27, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.1082, loss: 1.1082 2020-06-25 19:36:50,149 - mmaction - INFO - Epoch [50][2840/3757] lr: 2.000e-04, eta: 0:05:20, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.0439, loss: 1.0439 2020-06-25 19:36:56,147 - mmaction - INFO - Epoch [50][2860/3757] lr: 2.000e-04, eta: 0:05:13, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0572, loss: 1.0572 2020-06-25 19:37:02,142 - mmaction - INFO - Epoch [50][2880/3757] lr: 2.000e-04, eta: 0:05:06, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.8764, loss: 0.8764 2020-06-25 19:37:08,107 - mmaction - INFO - Epoch [50][2900/3757] lr: 2.000e-04, eta: 0:04:59, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9236, loss: 0.9236 2020-06-25 19:37:14,088 - mmaction - INFO - Epoch [50][2920/3757] lr: 2.000e-04, eta: 0:04:52, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1756, loss: 1.1756 2020-06-25 19:37:20,100 - mmaction - INFO - Epoch [50][2940/3757] lr: 2.000e-04, eta: 0:04:45, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2994, loss: 1.2994 2020-06-25 19:37:26,700 - mmaction - INFO - Epoch [50][2960/3757] lr: 2.000e-04, eta: 0:04:38, time: 0.330, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1814, loss: 1.1814 2020-06-25 19:37:34,864 - mmaction - INFO - Epoch [50][2980/3757] lr: 2.000e-04, eta: 0:04:31, time: 0.408, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1494, loss: 1.1494 2020-06-25 19:37:42,130 - mmaction - INFO - Epoch [50][3000/3757] lr: 2.000e-04, eta: 0:04:24, time: 0.364, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2436, loss: 1.2436 2020-06-25 19:37:48,480 - mmaction - INFO - Epoch [50][3020/3757] lr: 2.000e-04, eta: 0:04:17, time: 0.318, data_time: 0.019, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.2301, loss: 1.2301 2020-06-25 19:37:57,170 - mmaction - INFO - Epoch [50][3040/3757] lr: 2.000e-04, eta: 0:04:10, time: 0.435, data_time: 0.001, memory: 7077, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2054, loss: 1.2054 2020-06-25 19:38:03,189 - mmaction - INFO - Epoch [50][3060/3757] lr: 2.000e-04, eta: 0:04:03, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0000, loss: 1.0000 2020-06-25 19:38:09,182 - mmaction - INFO - Epoch [50][3080/3757] lr: 2.000e-04, eta: 0:03:56, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1470, loss: 1.1470 2020-06-25 19:38:15,172 - mmaction - INFO - Epoch [50][3100/3757] lr: 2.000e-04, eta: 0:03:49, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1526, loss: 1.1526 2020-06-25 19:38:21,176 - mmaction - INFO - Epoch [50][3120/3757] lr: 2.000e-04, eta: 0:03:42, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1537, loss: 1.1537 2020-06-25 19:38:27,173 - mmaction - INFO - Epoch [50][3140/3757] lr: 2.000e-04, eta: 0:03:35, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0781, loss: 1.0781 2020-06-25 19:38:33,202 - mmaction - INFO - Epoch [50][3160/3757] lr: 2.000e-04, eta: 0:03:28, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1702, loss: 1.1702 2020-06-25 19:38:39,211 - mmaction - INFO - Epoch [50][3180/3757] lr: 2.000e-04, eta: 0:03:21, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1190, loss: 1.1190 2020-06-25 19:38:45,183 - mmaction - INFO - Epoch [50][3200/3757] lr: 2.000e-04, eta: 0:03:14, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0582, loss: 1.0582 2020-06-25 19:38:51,186 - mmaction - INFO - Epoch [50][3220/3757] lr: 2.000e-04, eta: 0:03:07, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9173, loss: 0.9173 2020-06-25 19:38:57,159 - mmaction - INFO - Epoch [50][3240/3757] lr: 2.000e-04, eta: 0:03:00, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2660, loss: 1.2660 2020-06-25 19:39:03,168 - mmaction - INFO - Epoch [50][3260/3757] lr: 2.000e-04, eta: 0:02:53, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1858, loss: 1.1858 2020-06-25 19:39:09,158 - mmaction - INFO - Epoch [50][3280/3757] lr: 2.000e-04, eta: 0:02:46, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2654, loss: 1.2654 2020-06-25 19:39:15,165 - mmaction - INFO - Epoch [50][3300/3757] lr: 2.000e-04, eta: 0:02:39, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0328, loss: 1.0328 2020-06-25 19:39:21,165 - mmaction - INFO - Epoch [50][3320/3757] lr: 2.000e-04, eta: 0:02:32, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1188, loss: 1.1188 2020-06-25 19:39:27,162 - mmaction - INFO - Epoch [50][3340/3757] lr: 2.000e-04, eta: 0:02:25, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2563, loss: 1.2563 2020-06-25 19:39:33,165 - mmaction - INFO - Epoch [50][3360/3757] lr: 2.000e-04, eta: 0:02:18, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2290, loss: 1.2290 2020-06-25 19:39:39,155 - mmaction - INFO - Epoch [50][3380/3757] lr: 2.000e-04, eta: 0:02:11, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9932, loss: 0.9932 2020-06-25 19:39:45,143 - mmaction - INFO - Epoch [50][3400/3757] lr: 2.000e-04, eta: 0:02:04, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2391, loss: 1.2391 2020-06-25 19:39:51,169 - mmaction - INFO - Epoch [50][3420/3757] lr: 2.000e-04, eta: 0:01:57, time: 0.301, data_time: 0.000, memory: 7077, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9850, loss: 0.9850 2020-06-25 19:39:57,162 - mmaction - INFO - Epoch [50][3440/3757] lr: 2.000e-04, eta: 0:01:50, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9946, loss: 0.9946 2020-06-25 19:40:03,133 - mmaction - INFO - Epoch [50][3460/3757] lr: 2.000e-04, eta: 0:01:43, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8483, loss: 0.8483 2020-06-25 19:40:09,121 - mmaction - INFO - Epoch [50][3480/3757] lr: 2.000e-04, eta: 0:01:36, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1624, loss: 1.1624 2020-06-25 19:40:15,115 - mmaction - INFO - Epoch [50][3500/3757] lr: 2.000e-04, eta: 0:01:29, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9788, loss: 0.9788 2020-06-25 19:40:21,126 - mmaction - INFO - Epoch [50][3520/3757] lr: 2.000e-04, eta: 0:01:22, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.1858, loss: 1.1858 2020-06-25 19:40:27,123 - mmaction - INFO - Epoch [50][3540/3757] lr: 2.000e-04, eta: 0:01:15, time: 0.300, data_time: 0.001, memory: 7077, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9811, loss: 0.9811 2020-06-25 19:40:33,106 - mmaction - INFO - Epoch [50][3560/3757] lr: 2.000e-04, eta: 0:01:08, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1088, loss: 1.1088 2020-06-25 19:40:39,088 - mmaction - INFO - Epoch [50][3580/3757] lr: 2.000e-04, eta: 0:01:01, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9876, loss: 0.9876 2020-06-25 19:40:45,057 - mmaction - INFO - Epoch [50][3600/3757] lr: 2.000e-04, eta: 0:00:54, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2037, loss: 1.2037 2020-06-25 19:40:51,039 - mmaction - INFO - Epoch [50][3620/3757] lr: 2.000e-04, eta: 0:00:47, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1382, loss: 1.1382 2020-06-25 19:40:57,015 - mmaction - INFO - Epoch [50][3640/3757] lr: 2.000e-04, eta: 0:00:40, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2447, loss: 1.2447 2020-06-25 19:41:03,013 - mmaction - INFO - Epoch [50][3660/3757] lr: 2.000e-04, eta: 0:00:33, time: 0.300, data_time: 0.000, memory: 7077, top1_acc: 0.7937, top5_acc: 0.9187, loss_cls: 0.8838, loss: 0.8838 2020-06-25 19:41:08,991 - mmaction - INFO - Epoch [50][3680/3757] lr: 2.000e-04, eta: 0:00:26, time: 0.299, data_time: 0.000, memory: 7077, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2404, loss: 1.2404 2020-06-25 19:41:14,979 - mmaction - INFO - Epoch [50][3700/3757] lr: 2.000e-04, eta: 0:00:19, time: 0.299, data_time: 0.001, memory: 7077, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1388, loss: 1.1388 2020-06-25 19:41:20,948 - mmaction - INFO - Epoch [50][3720/3757] lr: 2.000e-04, eta: 0:00:12, time: 0.298, data_time: 0.001, memory: 7077, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2277, loss: 1.2277 2020-06-25 19:41:26,950 - mmaction - INFO - Epoch [50][3740/3757] lr: 2.000e-04, eta: 0:00:05, time: 0.301, data_time: 0.001, memory: 7077, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2049, loss: 1.2049 2020-06-25 19:41:38,630 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-06-25 19:46:21,517 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-25 19:46:22,256 - mmaction - INFO - top1_acc 0.7023 top5_acc 0.8946 2020-06-25 19:46:22,257 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-25 19:46:22,314 - mmaction - INFO - mean_acc 0.7023 2020-06-25 19:46:22,324 - mmaction - INFO - Epoch [50][3757/3757] lr: 2.000e-04, top1_acc: 0.7023, top5_acc: 0.8946, mean_class_accuracy: 0.7023