2020-12-01 13:37:17 [INFO] ------------Environment Information------------- platform: Linux-3.10.0_3-0-0-34-x86_64-with-centos-7.5.1804-Core Python: 3.7.9 (default, Aug 31 2020, 12:42:55) [GCC 7.3.0] Paddle compiled with cuda: True NVCC: Cuda compilation tools, release 10.2, V10.2.89 cudnn: 7.6 GPUs used: 4 CUDA_VISIBLE_DEVICES: 4,5,6,7 GPU: ['GPU 0: Tesla V100-SXM2-16GB', 'GPU 1: Tesla V100-SXM2-16GB', 'GPU 2: Tesla V100-SXM2-16GB', 'GPU 3: Tesla V100-SXM2-16GB', 'GPU 4: Tesla V100-SXM2-16GB', 'GPU 5: Tesla V100-SXM2-16GB', 'GPU 6: Tesla V100-SXM2-16GB', 'GPU 7: Tesla V100-SXM2-16GB'] GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-39) PaddlePaddle: 0.0.0 OpenCV: 4.2.0 ------------------------------------------------ 2020-12-01 13:37:18 [INFO] ---------------Config Information--------------- batch_size: 4 iters: 40000 learning_rate: decay: end_lr: 0.0 power: 0.9 type: poly value: 0.01 loss: coef: - 1 - 1 - 1 - 0.4 types: - ignore_index: 255 type: CrossEntropyLoss - ignore_index: 255 type: CrossEntropyLoss - ignore_index: 255 type: CrossEntropyLoss - ignore_index: 255 type: CrossEntropyLoss model: backbone: output_stride: 8 pretrained: https://bj.bcebos.com/paddleseg/dygraph/resnet50_vd_ssld_v2.tar.gz type: ResNet50_vd backbone_indices: - 2 - 3 num_classes: 19 type: DANet optimizer: momentum: 0.9 type: sgd weight_decay: 4.0e-05 train_dataset: dataset_root: data/VOCdevkit/ mode: trainaug transforms: - max_scale_factor: 2.0 min_scale_factor: 0.5 scale_step_size: 0.25 type: ResizeStepScaling - crop_size: - 512 - 512 type: RandomPaddingCrop - type: RandomHorizontalFlip - type: Normalize type: PascalVOC val_dataset: dataset_root: data/VOCdevkit/ mode: val transforms: - target_size: - 512 - 512 type: Padding - type: Normalize type: PascalVOC ------------------------------------------------ 2020-12-01 13:37:22 [INFO] Loading pretrained model from https://bj.bcebos.com/paddleseg/dygraph/resnet50_vd_ssld_v2.tar.gz 2020-12-01 13:37:23 [INFO] There are 275/275 variables loaded into ResNet_vd. 2020-12-01 13:37:35 [INFO] [TRAIN] epoch=1, iter=10/40000, loss=6.7350, lr=0.009998, batch_cost=0.6332, reader_cost=0.0980 | ETA 07:02:03 2020-12-01 13:37:39 [INFO] [TRAIN] epoch=1, iter=20/40000, loss=4.2176, lr=0.009996, batch_cost=0.4853, reader_cost=0.0004 | ETA 05:23:22 2020-12-01 13:37:44 [INFO] [TRAIN] epoch=1, iter=30/40000, loss=3.2697, lr=0.009993, batch_cost=0.4917, reader_cost=0.0012 | ETA 05:27:33 2020-12-01 13:37:49 [INFO] [TRAIN] epoch=1, iter=40/40000, loss=4.1647, lr=0.009991, batch_cost=0.4913, reader_cost=0.0015 | ETA 05:27:11 2020-12-01 13:37:54 [INFO] [TRAIN] epoch=1, iter=50/40000, loss=5.0217, lr=0.009989, batch_cost=0.4954, reader_cost=0.0011 | ETA 05:29:52 2020-12-01 13:37:59 [INFO] [TRAIN] epoch=1, iter=60/40000, loss=4.2082, lr=0.009987, batch_cost=0.4973, reader_cost=0.0015 | ETA 05:31:04 2020-12-01 13:38:04 [INFO] [TRAIN] epoch=1, iter=70/40000, loss=3.4140, lr=0.009984, batch_cost=0.5015, reader_cost=0.0012 | ETA 05:33:44 2020-12-01 13:38:09 [INFO] [TRAIN] epoch=1, iter=80/40000, loss=3.4521, lr=0.009982, batch_cost=0.4919, reader_cost=0.0006 | ETA 05:27:15 2020-12-01 13:38:14 [INFO] [TRAIN] epoch=1, iter=90/40000, loss=3.4591, lr=0.009980, batch_cost=0.4948, reader_cost=0.0018 | ETA 05:29:07 2020-12-01 13:38:19 [INFO] [TRAIN] epoch=1, iter=100/40000, loss=2.1895, lr=0.009978, batch_cost=0.4977, reader_cost=0.0013 | ETA 05:30:57 2020-12-01 13:38:24 [INFO] [TRAIN] epoch=1, iter=110/40000, loss=2.5595, lr=0.009975, batch_cost=0.5045, reader_cost=0.0007 | ETA 05:35:22 2020-12-01 13:38:29 [INFO] [TRAIN] epoch=1, iter=120/40000, loss=3.2724, lr=0.009973, batch_cost=0.4912, reader_cost=0.0005 | ETA 05:26:28 2020-12-01 13:38:34 [INFO] [TRAIN] epoch=1, iter=130/40000, loss=2.8839, lr=0.009971, batch_cost=0.4901, reader_cost=0.0016 | ETA 05:25:40 2020-12-01 13:38:39 [INFO] [TRAIN] epoch=1, iter=140/40000, loss=3.8509, lr=0.009969, batch_cost=0.5022, reader_cost=0.0012 | ETA 05:33:39 2020-12-01 13:38:44 [INFO] [TRAIN] epoch=1, iter=150/40000, loss=2.7975, lr=0.009966, batch_cost=0.4986, reader_cost=0.0011 | ETA 05:31:08 2020-12-01 13:38:49 [INFO] [TRAIN] epoch=1, iter=160/40000, loss=3.4356, lr=0.009964, batch_cost=0.4909, reader_cost=0.0010 | ETA 05:25:58 2020-12-01 13:38:54 [INFO] [TRAIN] epoch=1, iter=170/40000, loss=2.9638, lr=0.009962, batch_cost=0.5005, reader_cost=0.0013 | ETA 05:32:13 2020-12-01 13:38:59 [INFO] [TRAIN] epoch=1, iter=180/40000, loss=3.2916, lr=0.009960, batch_cost=0.4991, reader_cost=0.0006 | ETA 05:31:12 2020-12-01 13:39:04 [INFO] [TRAIN] epoch=1, iter=190/40000, loss=3.3777, lr=0.009957, batch_cost=0.4992, reader_cost=0.0011 | ETA 05:31:13 2020-12-01 13:39:09 [INFO] [TRAIN] epoch=1, iter=200/40000, loss=2.4016, lr=0.009955, batch_cost=0.4991, reader_cost=0.0013 | ETA 05:31:02 2020-12-01 13:39:14 [INFO] [TRAIN] epoch=1, iter=210/40000, loss=1.9975, lr=0.009953, batch_cost=0.4878, reader_cost=0.0013 | ETA 05:23:28 2020-12-01 13:39:19 [INFO] [TRAIN] epoch=1, iter=220/40000, loss=3.7332, lr=0.009951, batch_cost=0.5017, reader_cost=0.0016 | ETA 05:32:37 2020-12-01 13:39:24 [INFO] [TRAIN] epoch=1, iter=230/40000, loss=2.6808, lr=0.009948, batch_cost=0.4956, reader_cost=0.0011 | ETA 05:28:29 2020-12-01 13:39:28 [INFO] [TRAIN] epoch=1, iter=240/40000, loss=2.6672, lr=0.009946, batch_cost=0.4821, reader_cost=0.0004 | ETA 05:19:28 2020-12-01 13:39:33 [INFO] [TRAIN] epoch=1, iter=250/40000, loss=3.2571, lr=0.009944, batch_cost=0.4985, reader_cost=0.0009 | ETA 05:30:15 2020-12-01 13:39:38 [INFO] [TRAIN] epoch=1, iter=260/40000, loss=2.9312, lr=0.009942, batch_cost=0.4926, reader_cost=0.0002 | ETA 05:26:14 2020-12-01 13:39:43 [INFO] [TRAIN] epoch=1, iter=270/40000, loss=2.4803, lr=0.009939, batch_cost=0.4983, reader_cost=0.0010 | ETA 05:29:57 2020-12-01 13:39:48 [INFO] [TRAIN] epoch=1, iter=280/40000, loss=2.2857, lr=0.009937, batch_cost=0.4936, reader_cost=0.0005 | ETA 05:26:43 2020-12-01 13:39:53 [INFO] [TRAIN] epoch=1, iter=290/40000, loss=3.0250, lr=0.009935, batch_cost=0.4848, reader_cost=0.0001 | ETA 05:20:50 2020-12-01 13:39:58 [INFO] [TRAIN] epoch=1, iter=300/40000, loss=2.3184, lr=0.009933, batch_cost=0.4906, reader_cost=0.0005 | ETA 05:24:36 2020-12-01 13:40:03 [INFO] [TRAIN] epoch=1, iter=310/40000, loss=2.7422, lr=0.009930, batch_cost=0.4849, reader_cost=0.0008 | ETA 05:20:45 2020-12-01 13:40:08 [INFO] [TRAIN] epoch=1, iter=320/40000, loss=2.7685, lr=0.009928, batch_cost=0.4867, reader_cost=0.0003 | ETA 05:21:52 2020-12-01 13:40:13 [INFO] [TRAIN] epoch=1, iter=330/40000, loss=1.9724, lr=0.009926, batch_cost=0.4877, reader_cost=0.0003 | ETA 05:22:26 2020-12-01 13:40:18 [INFO] [TRAIN] epoch=1, iter=340/40000, loss=1.6827, lr=0.009924, batch_cost=0.4963, reader_cost=0.0003 | ETA 05:28:02 2020-12-01 13:40:23 [INFO] [TRAIN] epoch=1, iter=350/40000, loss=2.6284, lr=0.009921, batch_cost=0.4975, reader_cost=0.0001 | ETA 05:28:43 2020-12-01 13:40:28 [INFO] [TRAIN] epoch=1, iter=360/40000, loss=2.7702, lr=0.009919, batch_cost=0.4969, reader_cost=0.0003 | ETA 05:28:16 2020-12-01 13:40:32 [INFO] [TRAIN] epoch=1, iter=370/40000, loss=2.4388, lr=0.009917, batch_cost=0.4896, reader_cost=0.0008 | ETA 05:23:23 2020-12-01 13:40:37 [INFO] [TRAIN] epoch=1, iter=380/40000, loss=2.4608, lr=0.009915, batch_cost=0.4974, reader_cost=0.0005 | ETA 05:28:26 2020-12-01 13:40:42 [INFO] [TRAIN] epoch=1, iter=390/40000, loss=2.7470, lr=0.009912, batch_cost=0.4903, reader_cost=0.0003 | ETA 05:23:40 2020-12-01 13:40:47 [INFO] [TRAIN] epoch=1, iter=400/40000, loss=1.9937, lr=0.009910, batch_cost=0.4918, reader_cost=0.0003 | ETA 05:24:34 2020-12-01 13:40:52 [INFO] [TRAIN] epoch=1, iter=410/40000, loss=2.6866, lr=0.009908, batch_cost=0.4970, reader_cost=0.0003 | ETA 05:27:55 2020-12-01 13:40:57 [INFO] [TRAIN] epoch=1, iter=420/40000, loss=1.8924, lr=0.009906, batch_cost=0.5047, reader_cost=0.0001 | ETA 05:32:56 2020-12-01 13:41:02 [INFO] [TRAIN] epoch=1, iter=430/40000, loss=2.4855, lr=0.009903, batch_cost=0.4940, reader_cost=0.0003 | ETA 05:25:48 2020-12-01 13:41:07 [INFO] [TRAIN] epoch=1, iter=440/40000, loss=2.6280, lr=0.009901, batch_cost=0.5004, reader_cost=0.0014 | ETA 05:29:55 2020-12-01 13:41:12 [INFO] [TRAIN] epoch=1, iter=450/40000, loss=2.7821, lr=0.009899, batch_cost=0.4888, reader_cost=0.0013 | ETA 05:22:13 2020-12-01 13:41:17 [INFO] [TRAIN] epoch=1, iter=460/40000, loss=2.3910, lr=0.009897, batch_cost=0.4947, reader_cost=0.0007 | ETA 05:26:00 2020-12-01 13:41:22 [INFO] [TRAIN] epoch=1, iter=470/40000, loss=2.6777, lr=0.009894, batch_cost=0.4898, reader_cost=0.0021 | ETA 05:22:41 2020-12-01 13:41:27 [INFO] [TRAIN] epoch=1, iter=480/40000, loss=2.3178, lr=0.009892, batch_cost=0.4861, reader_cost=0.0003 | ETA 05:20:11 2020-12-01 13:41:32 [INFO] [TRAIN] epoch=1, iter=490/40000, loss=2.7664, lr=0.009890, batch_cost=0.4945, reader_cost=0.0014 | ETA 05:25:36 2020-12-01 13:41:37 [INFO] [TRAIN] epoch=1, iter=500/40000, loss=2.9853, lr=0.009888, batch_cost=0.4912, reader_cost=0.0003 | ETA 05:23:21 2020-12-01 13:41:42 [INFO] [TRAIN] epoch=1, iter=510/40000, loss=2.9274, lr=0.009885, batch_cost=0.4919, reader_cost=0.0004 | ETA 05:23:44 2020-12-01 13:41:46 [INFO] [TRAIN] epoch=1, iter=520/40000, loss=1.9677, lr=0.009883, batch_cost=0.4890, reader_cost=0.0008 | ETA 05:21:44 2020-12-01 13:41:51 [INFO] [TRAIN] epoch=1, iter=530/40000, loss=2.6692, lr=0.009881, batch_cost=0.4939, reader_cost=0.0003 | ETA 05:24:54 2020-12-01 13:41:56 [INFO] [TRAIN] epoch=1, iter=540/40000, loss=2.6771, lr=0.009879, batch_cost=0.4936, reader_cost=0.0003 | ETA 05:24:36 2020-12-01 13:42:01 [INFO] [TRAIN] epoch=1, iter=550/40000, loss=2.8832, lr=0.009876, batch_cost=0.5057, reader_cost=0.0013 | ETA 05:32:31 2020-12-01 13:42:06 [INFO] [TRAIN] epoch=1, iter=560/40000, loss=2.0194, lr=0.009874, batch_cost=0.5014, reader_cost=0.0011 | ETA 05:29:35 2020-12-01 13:42:11 [INFO] [TRAIN] epoch=1, iter=570/40000, loss=2.5202, lr=0.009872, batch_cost=0.4967, reader_cost=0.0009 | ETA 05:26:23 2020-12-01 13:42:16 [INFO] [TRAIN] epoch=1, iter=580/40000, loss=3.1377, lr=0.009870, batch_cost=0.4950, reader_cost=0.0008 | ETA 05:25:12 2020-12-01 13:42:21 [INFO] [TRAIN] epoch=1, iter=590/40000, loss=2.3442, lr=0.009867, batch_cost=0.4991, reader_cost=0.0002 | ETA 05:27:47 2020-12-01 13:42:26 [INFO] [TRAIN] epoch=1, iter=600/40000, loss=2.9119, lr=0.009865, batch_cost=0.5001, reader_cost=0.0014 | ETA 05:28:24 2020-12-01 13:42:31 [INFO] [TRAIN] epoch=1, iter=610/40000, loss=2.7462, lr=0.009863, batch_cost=0.4990, reader_cost=0.0003 | ETA 05:27:36 2020-12-01 13:42:36 [INFO] [TRAIN] epoch=1, iter=620/40000, loss=2.1021, lr=0.009861, batch_cost=0.5046, reader_cost=0.0003 | ETA 05:31:09 2020-12-01 13:42:41 [INFO] [TRAIN] epoch=1, iter=630/40000, loss=2.1882, lr=0.009858, batch_cost=0.4920, reader_cost=0.0008 | ETA 05:22:49 2020-12-01 13:42:46 [INFO] [TRAIN] epoch=1, iter=640/40000, loss=3.0785, lr=0.009856, batch_cost=0.4944, reader_cost=0.0003 | ETA 05:24:21 2020-12-01 13:42:51 [INFO] [TRAIN] epoch=1, iter=650/40000, loss=2.3007, lr=0.009854, batch_cost=0.5028, reader_cost=0.0005 | ETA 05:29:43 2020-12-01 13:42:56 [INFO] [TRAIN] epoch=1, iter=660/40000, loss=2.2644, lr=0.009852, batch_cost=0.4799, reader_cost=0.0007 | ETA 05:14:39 2020-12-01 13:43:02 [INFO] [TRAIN] epoch=2, iter=670/40000, loss=1.9870, lr=0.009849, batch_cost=0.5859, reader_cost=0.0746 | ETA 06:24:02 2020-12-01 13:43:07 [INFO] [TRAIN] epoch=2, iter=680/40000, loss=1.8384, lr=0.009847, batch_cost=0.4934, reader_cost=0.0011 | ETA 05:23:19 2020-12-01 13:43:12 [INFO] [TRAIN] epoch=2, iter=690/40000, loss=1.6010, lr=0.009845, batch_cost=0.5016, reader_cost=0.0013 | ETA 05:28:38 2020-12-01 13:43:17 [INFO] [TRAIN] epoch=2, iter=700/40000, loss=2.4522, lr=0.009843, batch_cost=0.4943, reader_cost=0.0007 | ETA 05:23:47 2020-12-01 13:43:22 [INFO] [TRAIN] epoch=2, iter=710/40000, loss=2.9913, lr=0.009840, batch_cost=0.4896, reader_cost=0.0002 | ETA 05:20:35 2020-12-01 13:43:27 [INFO] [TRAIN] epoch=2, iter=720/40000, loss=1.9677, lr=0.009838, batch_cost=0.5048, reader_cost=0.0001 | ETA 05:30:29 2020-12-01 13:43:32 [INFO] [TRAIN] epoch=2, iter=730/40000, loss=2.2725, lr=0.009836, batch_cost=0.4971, reader_cost=0.0003 | ETA 05:25:19 2020-12-01 13:43:37 [INFO] [TRAIN] epoch=2, iter=740/40000, loss=1.9507, lr=0.009834, batch_cost=0.5033, reader_cost=0.0007 | ETA 05:29:19 2020-12-01 13:43:42 [INFO] [TRAIN] epoch=2, iter=750/40000, loss=3.0954, lr=0.009831, batch_cost=0.4877, reader_cost=0.0003 | ETA 05:19:02 2020-12-01 13:43:47 [INFO] [TRAIN] epoch=2, iter=760/40000, loss=2.1570, lr=0.009829, batch_cost=0.4910, reader_cost=0.0003 | ETA 05:21:07 2020-12-01 13:43:51 [INFO] [TRAIN] epoch=2, iter=770/40000, loss=2.8609, lr=0.009827, batch_cost=0.4886, reader_cost=0.0005 | ETA 05:19:29 2020-12-01 13:43:56 [INFO] [TRAIN] epoch=2, iter=780/40000, loss=2.3169, lr=0.009825, batch_cost=0.4933, reader_cost=0.0003 | ETA 05:22:25 2020-12-01 13:44:01 [INFO] [TRAIN] epoch=2, iter=790/40000, loss=2.2970, lr=0.009822, batch_cost=0.4918, reader_cost=0.0001 | ETA 05:21:22 2020-12-01 13:44:06 [INFO] [TRAIN] epoch=2, iter=800/40000, loss=2.6072, lr=0.009820, batch_cost=0.4971, reader_cost=0.0012 | ETA 05:24:47 2020-12-01 13:44:11 [INFO] [TRAIN] epoch=2, iter=810/40000, loss=2.1348, lr=0.009818, batch_cost=0.5039, reader_cost=0.0013 | ETA 05:29:08 2020-12-01 13:44:16 [INFO] [TRAIN] epoch=2, iter=820/40000, loss=2.3846, lr=0.009816, batch_cost=0.5009, reader_cost=0.0013 | ETA 05:27:04 2020-12-01 13:44:21 [INFO] [TRAIN] epoch=2, iter=830/40000, loss=2.0081, lr=0.009813, batch_cost=0.4982, reader_cost=0.0012 | ETA 05:25:15 2020-12-01 13:44:26 [INFO] [TRAIN] epoch=2, iter=840/40000, loss=3.2960, lr=0.009811, batch_cost=0.4953, reader_cost=0.0003 | ETA 05:23:16 2020-12-01 13:44:31 [INFO] [TRAIN] epoch=2, iter=850/40000, loss=3.2825, lr=0.009809, batch_cost=0.4992, reader_cost=0.0007 | ETA 05:25:44 2020-12-01 13:44:36 [INFO] [TRAIN] epoch=2, iter=860/40000, loss=1.8078, lr=0.009807, batch_cost=0.5020, reader_cost=0.0003 | ETA 05:27:27 2020-12-01 13:44:41 [INFO] [TRAIN] epoch=2, iter=870/40000, loss=1.7189, lr=0.009804, batch_cost=0.5005, reader_cost=0.0010 | ETA 05:26:26 2020-12-01 13:44:46 [INFO] [TRAIN] epoch=2, iter=880/40000, loss=1.7182, lr=0.009802, batch_cost=0.4950, reader_cost=0.0012 | ETA 05:22:45 2020-12-01 13:44:51 [INFO] [TRAIN] epoch=2, iter=890/40000, loss=2.7024, lr=0.009800, batch_cost=0.4851, reader_cost=0.0007 | ETA 05:16:10 2020-12-01 13:44:56 [INFO] [TRAIN] epoch=2, iter=900/40000, loss=2.1795, lr=0.009797, batch_cost=0.4897, reader_cost=0.0011 | ETA 05:19:07 2020-12-01 13:45:01 [INFO] [TRAIN] epoch=2, iter=910/40000, loss=2.0953, lr=0.009795, batch_cost=0.4983, reader_cost=0.0008 | ETA 05:24:36 2020-12-01 13:45:06 [INFO] [TRAIN] epoch=2, iter=920/40000, loss=2.2823, lr=0.009793, batch_cost=0.4976, reader_cost=0.0008 | ETA 05:24:04 2020-12-01 13:45:11 [INFO] [TRAIN] epoch=2, iter=930/40000, loss=2.7546, lr=0.009791, batch_cost=0.4922, reader_cost=0.0003 | ETA 05:20:29 2020-12-01 13:45:16 [INFO] [TRAIN] epoch=2, iter=940/40000, loss=2.8491, lr=0.009788, batch_cost=0.4894, reader_cost=0.0010 | ETA 05:18:35 2020-12-01 13:45:21 [INFO] [TRAIN] epoch=2, iter=950/40000, loss=2.5367, lr=0.009786, batch_cost=0.5018, reader_cost=0.0015 | ETA 05:26:36 2020-12-01 13:45:26 [INFO] [TRAIN] epoch=2, iter=960/40000, loss=2.2147, lr=0.009784, batch_cost=0.5036, reader_cost=0.0013 | ETA 05:27:41 2020-12-01 13:45:31 [INFO] [TRAIN] epoch=2, iter=970/40000, loss=2.4379, lr=0.009782, batch_cost=0.4942, reader_cost=0.0010 | ETA 05:21:28 2020-12-01 13:45:36 [INFO] [TRAIN] epoch=2, iter=980/40000, loss=2.6579, lr=0.009779, batch_cost=0.4961, reader_cost=0.0019 | ETA 05:22:36 2020-12-01 13:45:41 [INFO] [TRAIN] epoch=2, iter=990/40000, loss=1.9485, lr=0.009777, batch_cost=0.4927, reader_cost=0.0006 | ETA 05:20:19 2020-12-01 13:45:46 [INFO] [TRAIN] epoch=2, iter=1000/40000, loss=2.1367, lr=0.009775, batch_cost=0.4914, reader_cost=0.0012 | ETA 05:19:25 2020-12-01 13:45:51 [INFO] [TRAIN] epoch=2, iter=1010/40000, loss=2.1076, lr=0.009773, batch_cost=0.4997, reader_cost=0.0006 | ETA 05:24:41 2020-12-01 13:45:55 [INFO] [TRAIN] epoch=2, iter=1020/40000, loss=2.6229, lr=0.009770, batch_cost=0.4898, reader_cost=0.0005 | ETA 05:18:10 2020-12-01 13:46:00 [INFO] [TRAIN] epoch=2, iter=1030/40000, loss=2.6222, lr=0.009768, batch_cost=0.4926, reader_cost=0.0009 | ETA 05:19:58 2020-12-01 13:46:05 [INFO] [TRAIN] epoch=2, iter=1040/40000, loss=2.2513, lr=0.009766, batch_cost=0.4914, reader_cost=0.0010 | ETA 05:19:03 2020-12-01 13:46:11 [INFO] [TRAIN] epoch=2, iter=1050/40000, loss=2.0534, lr=0.009764, batch_cost=0.5413, reader_cost=0.0019 | ETA 05:51:24 2020-12-01 13:46:16 [INFO] [TRAIN] epoch=2, iter=1060/40000, loss=1.8187, lr=0.009761, batch_cost=0.5016, reader_cost=0.0009 | ETA 05:25:30 2020-12-01 13:46:21 [INFO] [TRAIN] epoch=2, iter=1070/40000, loss=2.2170, lr=0.009759, batch_cost=0.5010, reader_cost=0.0009 | ETA 05:25:02 2020-12-01 13:46:26 [INFO] [TRAIN] epoch=2, iter=1080/40000, loss=1.8409, lr=0.009757, batch_cost=0.4963, reader_cost=0.0006 | ETA 05:21:57 2020-12-01 13:46:31 [INFO] [TRAIN] epoch=2, iter=1090/40000, loss=2.7818, lr=0.009755, batch_cost=0.4927, reader_cost=0.0006 | ETA 05:19:32 2020-12-01 13:46:36 [INFO] [TRAIN] epoch=2, iter=1100/40000, loss=2.6427, lr=0.009752, batch_cost=0.5010, reader_cost=0.0008 | ETA 05:24:50 2020-12-01 13:46:41 [INFO] [TRAIN] epoch=2, iter=1110/40000, loss=2.2378, lr=0.009750, batch_cost=0.5033, reader_cost=0.0006 | ETA 05:26:14 2020-12-01 13:46:46 [INFO] [TRAIN] epoch=2, iter=1120/40000, loss=2.3360, lr=0.009748, batch_cost=0.5004, reader_cost=0.0004 | ETA 05:24:16 2020-12-01 13:46:51 [INFO] [TRAIN] epoch=2, iter=1130/40000, loss=2.8392, lr=0.009746, batch_cost=0.4952, reader_cost=0.0003 | ETA 05:20:47 2020-12-01 13:46:56 [INFO] [TRAIN] epoch=2, iter=1140/40000, loss=1.9630, lr=0.009743, batch_cost=0.4935, reader_cost=0.0019 | ETA 05:19:37 2020-12-01 13:47:01 [INFO] [TRAIN] epoch=2, iter=1150/40000, loss=2.9397, lr=0.009741, batch_cost=0.5027, reader_cost=0.0008 | ETA 05:25:29 2020-12-01 13:47:06 [INFO] [TRAIN] epoch=2, iter=1160/40000, loss=2.6570, lr=0.009739, batch_cost=0.5028, reader_cost=0.0011 | ETA 05:25:28 2020-12-01 13:47:11 [INFO] [TRAIN] epoch=2, iter=1170/40000, loss=2.3178, lr=0.009737, batch_cost=0.4966, reader_cost=0.0012 | ETA 05:21:23 2020-12-01 13:47:15 [INFO] [TRAIN] epoch=2, iter=1180/40000, loss=2.0345, lr=0.009734, batch_cost=0.4921, reader_cost=0.0010 | ETA 05:18:21 2020-12-01 13:47:20 [INFO] [TRAIN] epoch=2, iter=1190/40000, loss=2.6162, lr=0.009732, batch_cost=0.4957, reader_cost=0.0011 | ETA 05:20:36 2020-12-01 13:47:25 [INFO] [TRAIN] epoch=2, iter=1200/40000, loss=2.6218, lr=0.009730, batch_cost=0.4995, reader_cost=0.0009 | ETA 05:23:00 2020-12-01 13:47:30 [INFO] [TRAIN] epoch=2, iter=1210/40000, loss=1.7107, lr=0.009728, batch_cost=0.5017, reader_cost=0.0010 | ETA 05:24:21 2020-12-01 13:47:35 [INFO] [TRAIN] epoch=2, iter=1220/40000, loss=2.1647, lr=0.009725, batch_cost=0.4918, reader_cost=0.0003 | ETA 05:17:53 2020-12-01 13:47:40 [INFO] [TRAIN] epoch=2, iter=1230/40000, loss=2.0831, lr=0.009723, batch_cost=0.4941, reader_cost=0.0009 | ETA 05:19:16 2020-12-01 13:47:45 [INFO] [TRAIN] epoch=2, iter=1240/40000, loss=2.4643, lr=0.009721, batch_cost=0.4963, reader_cost=0.0009 | ETA 05:20:35 2020-12-01 13:47:50 [INFO] [TRAIN] epoch=2, iter=1250/40000, loss=2.6279, lr=0.009719, batch_cost=0.4904, reader_cost=0.0008 | ETA 05:16:43 2020-12-01 13:47:55 [INFO] [TRAIN] epoch=2, iter=1260/40000, loss=2.3658, lr=0.009716, batch_cost=0.5024, reader_cost=0.0003 | ETA 05:24:23 2020-12-01 13:48:00 [INFO] [TRAIN] epoch=2, iter=1270/40000, loss=2.1413, lr=0.009714, batch_cost=0.5051, reader_cost=0.0012 | ETA 05:26:00 2020-12-01 13:48:05 [INFO] [TRAIN] epoch=2, iter=1280/40000, loss=2.1322, lr=0.009712, batch_cost=0.4995, reader_cost=0.0010 | ETA 05:22:21 2020-12-01 13:48:10 [INFO] [TRAIN] epoch=2, iter=1290/40000, loss=1.8131, lr=0.009710, batch_cost=0.5009, reader_cost=0.0011 | ETA 05:23:09 2020-12-01 13:48:15 [INFO] [TRAIN] epoch=2, iter=1300/40000, loss=1.9951, lr=0.009707, batch_cost=0.5003, reader_cost=0.0007 | ETA 05:22:41 2020-12-01 13:48:20 [INFO] [TRAIN] epoch=2, iter=1310/40000, loss=2.3237, lr=0.009705, batch_cost=0.4942, reader_cost=0.0015 | ETA 05:18:38 2020-12-01 13:48:25 [INFO] [TRAIN] epoch=2, iter=1320/40000, loss=1.8715, lr=0.009703, batch_cost=0.4843, reader_cost=0.0004 | ETA 05:12:11 2020-12-01 13:48:31 [INFO] [TRAIN] epoch=3, iter=1330/40000, loss=1.7441, lr=0.009700, batch_cost=0.5899, reader_cost=0.0757 | ETA 06:20:12 2020-12-01 13:48:36 [INFO] [TRAIN] epoch=3, iter=1340/40000, loss=3.0897, lr=0.009698, batch_cost=0.4911, reader_cost=0.0008 | ETA 05:16:26 2020-12-01 13:48:41 [INFO] [TRAIN] epoch=3, iter=1350/40000, loss=1.7538, lr=0.009696, batch_cost=0.4965, reader_cost=0.0014 | ETA 05:19:48 2020-12-01 13:48:46 [INFO] [TRAIN] epoch=3, iter=1360/40000, loss=1.9534, lr=0.009694, batch_cost=0.4931, reader_cost=0.0006 | ETA 05:17:34 2020-12-01 13:48:51 [INFO] [TRAIN] epoch=3, iter=1370/40000, loss=2.3405, lr=0.009691, batch_cost=0.4897, reader_cost=0.0006 | ETA 05:15:18 2020-12-01 13:48:56 [INFO] [TRAIN] epoch=3, iter=1380/40000, loss=1.9172, lr=0.009689, batch_cost=0.4948, reader_cost=0.0004 | ETA 05:18:30 2020-12-01 13:49:00 [INFO] [TRAIN] epoch=3, iter=1390/40000, loss=2.2342, lr=0.009687, batch_cost=0.4888, reader_cost=0.0008 | ETA 05:14:34 2020-12-01 13:49:05 [INFO] [TRAIN] epoch=3, iter=1400/40000, loss=2.1312, lr=0.009685, batch_cost=0.4996, reader_cost=0.0004 | ETA 05:21:23 2020-12-01 13:49:10 [INFO] [TRAIN] epoch=3, iter=1410/40000, loss=2.2857, lr=0.009682, batch_cost=0.4923, reader_cost=0.0004 | ETA 05:16:37 2020-12-01 13:49:15 [INFO] [TRAIN] epoch=3, iter=1420/40000, loss=1.7820, lr=0.009680, batch_cost=0.4912, reader_cost=0.0006 | ETA 05:15:50 2020-12-01 13:49:20 [INFO] [TRAIN] epoch=3, iter=1430/40000, loss=1.8343, lr=0.009678, batch_cost=0.5026, reader_cost=0.0005 | ETA 05:23:06 2020-12-01 13:49:25 [INFO] [TRAIN] epoch=3, iter=1440/40000, loss=2.0276, lr=0.009676, batch_cost=0.4961, reader_cost=0.0006 | ETA 05:18:51 2020-12-01 13:49:30 [INFO] [TRAIN] epoch=3, iter=1450/40000, loss=1.6371, lr=0.009673, batch_cost=0.4939, reader_cost=0.0004 | ETA 05:17:21 2020-12-01 13:49:35 [INFO] [TRAIN] epoch=3, iter=1460/40000, loss=1.5866, lr=0.009671, batch_cost=0.4897, reader_cost=0.0004 | ETA 05:14:32 2020-12-01 13:49:40 [INFO] [TRAIN] epoch=3, iter=1470/40000, loss=2.1610, lr=0.009669, batch_cost=0.4929, reader_cost=0.0008 | ETA 05:16:30 2020-12-01 13:49:45 [INFO] [TRAIN] epoch=3, iter=1480/40000, loss=1.9877, lr=0.009667, batch_cost=0.4931, reader_cost=0.0002 | ETA 05:16:34 2020-12-01 13:49:50 [INFO] [TRAIN] epoch=3, iter=1490/40000, loss=1.6229, lr=0.009664, batch_cost=0.4960, reader_cost=0.0003 | ETA 05:18:20 2020-12-01 13:49:55 [INFO] [TRAIN] epoch=3, iter=1500/40000, loss=2.5677, lr=0.009662, batch_cost=0.4943, reader_cost=0.0004 | ETA 05:17:10 2020-12-01 13:50:00 [INFO] [TRAIN] epoch=3, iter=1510/40000, loss=1.5350, lr=0.009660, batch_cost=0.5071, reader_cost=0.0004 | ETA 05:25:16 2020-12-01 13:50:05 [INFO] [TRAIN] epoch=3, iter=1520/40000, loss=2.1313, lr=0.009658, batch_cost=0.4901, reader_cost=0.0003 | ETA 05:14:17 2020-12-01 13:50:10 [INFO] [TRAIN] epoch=3, iter=1530/40000, loss=1.9210, lr=0.009655, batch_cost=0.4993, reader_cost=0.0001 | ETA 05:20:07 2020-12-01 13:50:15 [INFO] [TRAIN] epoch=3, iter=1540/40000, loss=1.5672, lr=0.009653, batch_cost=0.4956, reader_cost=0.0008 | ETA 05:17:42 2020-12-01 13:50:20 [INFO] [TRAIN] epoch=3, iter=1550/40000, loss=1.3333, lr=0.009651, batch_cost=0.4991, reader_cost=0.0002 | ETA 05:19:52 2020-12-01 13:50:25 [INFO] [TRAIN] epoch=3, iter=1560/40000, loss=1.7925, lr=0.009649, batch_cost=0.4823, reader_cost=0.0003 | ETA 05:08:58 2020-12-01 13:50:30 [INFO] [TRAIN] epoch=3, iter=1570/40000, loss=2.2450, lr=0.009646, batch_cost=0.5013, reader_cost=0.0022 | ETA 05:21:04 2020-12-01 13:50:35 [INFO] [TRAIN] epoch=3, iter=1580/40000, loss=1.3641, lr=0.009644, batch_cost=0.4879, reader_cost=0.0002 | ETA 05:12:25 2020-12-01 13:50:40 [INFO] [TRAIN] epoch=3, iter=1590/40000, loss=2.3204, lr=0.009642, batch_cost=0.5010, reader_cost=0.0001 | ETA 05:20:42 2020-12-01 13:50:44 [INFO] [TRAIN] epoch=3, iter=1600/40000, loss=2.2815, lr=0.009639, batch_cost=0.4912, reader_cost=0.0002 | ETA 05:14:23 2020-12-01 13:50:49 [INFO] [TRAIN] epoch=3, iter=1610/40000, loss=1.8483, lr=0.009637, batch_cost=0.4904, reader_cost=0.0001 | ETA 05:13:45 2020-12-01 13:50:54 [INFO] [TRAIN] epoch=3, iter=1620/40000, loss=1.7653, lr=0.009635, batch_cost=0.4938, reader_cost=0.0005 | ETA 05:15:50 2020-12-01 13:50:59 [INFO] [TRAIN] epoch=3, iter=1630/40000, loss=1.2770, lr=0.009633, batch_cost=0.4805, reader_cost=0.0003 | ETA 05:07:15 2020-12-01 13:51:04 [INFO] [TRAIN] epoch=3, iter=1640/40000, loss=1.7417, lr=0.009630, batch_cost=0.4989, reader_cost=0.0002 | ETA 05:18:56 2020-12-01 13:51:09 [INFO] [TRAIN] epoch=3, iter=1650/40000, loss=1.4747, lr=0.009628, batch_cost=0.4965, reader_cost=0.0003 | ETA 05:17:19 2020-12-01 13:51:14 [INFO] [TRAIN] epoch=3, iter=1660/40000, loss=1.7099, lr=0.009626, batch_cost=0.4953, reader_cost=0.0001 | ETA 05:16:28 2020-12-01 13:51:19 [INFO] [TRAIN] epoch=3, iter=1670/40000, loss=1.1617, lr=0.009624, batch_cost=0.4908, reader_cost=0.0001 | ETA 05:13:33 2020-12-01 13:51:24 [INFO] [TRAIN] epoch=3, iter=1680/40000, loss=1.9531, lr=0.009621, batch_cost=0.4868, reader_cost=0.0003 | ETA 05:10:54 2020-12-01 13:51:29 [INFO] [TRAIN] epoch=3, iter=1690/40000, loss=2.7400, lr=0.009619, batch_cost=0.4971, reader_cost=0.0006 | ETA 05:17:24 2020-12-01 13:51:34 [INFO] [TRAIN] epoch=3, iter=1700/40000, loss=1.7746, lr=0.009617, batch_cost=0.4895, reader_cost=0.0003 | ETA 05:12:27 2020-12-01 13:51:39 [INFO] [TRAIN] epoch=3, iter=1710/40000, loss=1.5444, lr=0.009615, batch_cost=0.5027, reader_cost=0.0003 | ETA 05:20:49 2020-12-01 13:51:44 [INFO] [TRAIN] epoch=3, iter=1720/40000, loss=1.0828, lr=0.009612, batch_cost=0.4944, reader_cost=0.0003 | ETA 05:15:24 2020-12-01 13:51:49 [INFO] [TRAIN] epoch=3, iter=1730/40000, loss=1.0821, lr=0.009610, batch_cost=0.4942, reader_cost=0.0012 | ETA 05:15:11 2020-12-01 13:51:53 [INFO] [TRAIN] epoch=3, iter=1740/40000, loss=2.1887, lr=0.009608, batch_cost=0.4891, reader_cost=0.0013 | ETA 05:11:52 2020-12-01 13:51:59 [INFO] [TRAIN] epoch=3, iter=1750/40000, loss=2.5623, lr=0.009606, batch_cost=0.5030, reader_cost=0.0015 | ETA 05:20:40 2020-12-01 13:52:04 [INFO] [TRAIN] epoch=3, iter=1760/40000, loss=2.3163, lr=0.009603, batch_cost=0.5045, reader_cost=0.0016 | ETA 05:21:30 2020-12-01 13:52:09 [INFO] [TRAIN] epoch=3, iter=1770/40000, loss=1.9785, lr=0.009601, batch_cost=0.4980, reader_cost=0.0007 | ETA 05:17:17 2020-12-01 13:52:14 [INFO] [TRAIN] epoch=3, iter=1780/40000, loss=2.1551, lr=0.009599, batch_cost=0.4971, reader_cost=0.0013 | ETA 05:16:40 2020-12-01 13:52:19 [INFO] [TRAIN] epoch=3, iter=1790/40000, loss=1.5213, lr=0.009597, batch_cost=0.5037, reader_cost=0.0015 | ETA 05:20:46 2020-12-01 13:52:24 [INFO] [TRAIN] epoch=3, iter=1800/40000, loss=1.5519, lr=0.009594, batch_cost=0.5020, reader_cost=0.0010 | ETA 05:19:38 2020-12-01 13:52:28 [INFO] [TRAIN] epoch=3, iter=1810/40000, loss=2.9010, lr=0.009592, batch_cost=0.4920, reader_cost=0.0005 | ETA 05:13:10 2020-12-01 13:52:34 [INFO] [TRAIN] epoch=3, iter=1820/40000, loss=1.5972, lr=0.009590, batch_cost=0.5060, reader_cost=0.0011 | ETA 05:22:00 2020-12-01 13:52:39 [INFO] [TRAIN] epoch=3, iter=1830/40000, loss=1.7139, lr=0.009588, batch_cost=0.4997, reader_cost=0.0016 | ETA 05:17:55 2020-12-01 13:52:44 [INFO] [TRAIN] epoch=3, iter=1840/40000, loss=2.0519, lr=0.009585, batch_cost=0.5016, reader_cost=0.0010 | ETA 05:19:01 2020-12-01 13:52:49 [INFO] [TRAIN] epoch=3, iter=1850/40000, loss=2.1596, lr=0.009583, batch_cost=0.4981, reader_cost=0.0008 | ETA 05:16:42 2020-12-01 13:52:53 [INFO] [TRAIN] epoch=3, iter=1860/40000, loss=1.7962, lr=0.009581, batch_cost=0.4920, reader_cost=0.0017 | ETA 05:12:43 2020-12-01 13:52:58 [INFO] [TRAIN] epoch=3, iter=1870/40000, loss=1.2442, lr=0.009578, batch_cost=0.4987, reader_cost=0.0008 | ETA 05:16:55 2020-12-01 13:53:03 [INFO] [TRAIN] epoch=3, iter=1880/40000, loss=1.6771, lr=0.009576, batch_cost=0.4960, reader_cost=0.0015 | ETA 05:15:07 2020-12-01 13:53:08 [INFO] [TRAIN] epoch=3, iter=1890/40000, loss=2.2060, lr=0.009574, batch_cost=0.4993, reader_cost=0.0012 | ETA 05:17:06 2020-12-01 13:53:13 [INFO] [TRAIN] epoch=3, iter=1900/40000, loss=1.9331, lr=0.009572, batch_cost=0.5071, reader_cost=0.0015 | ETA 05:21:59 2020-12-01 13:53:18 [INFO] [TRAIN] epoch=3, iter=1910/40000, loss=1.4531, lr=0.009569, batch_cost=0.5014, reader_cost=0.0008 | ETA 05:18:19 2020-12-01 13:53:23 [INFO] [TRAIN] epoch=3, iter=1920/40000, loss=1.4774, lr=0.009567, batch_cost=0.4870, reader_cost=0.0012 | ETA 05:09:05 2020-12-01 13:53:28 [INFO] [TRAIN] epoch=3, iter=1930/40000, loss=1.5990, lr=0.009565, batch_cost=0.4971, reader_cost=0.0012 | ETA 05:15:22 2020-12-01 13:53:33 [INFO] [TRAIN] epoch=3, iter=1940/40000, loss=2.2550, lr=0.009563, batch_cost=0.4918, reader_cost=0.0009 | ETA 05:11:59 2020-12-01 13:53:38 [INFO] [TRAIN] epoch=3, iter=1950/40000, loss=1.2579, lr=0.009560, batch_cost=0.4939, reader_cost=0.0009 | ETA 05:13:14 2020-12-01 13:53:43 [INFO] [TRAIN] epoch=3, iter=1960/40000, loss=1.0700, lr=0.009558, batch_cost=0.5016, reader_cost=0.0011 | ETA 05:17:58 2020-12-01 13:53:48 [INFO] [TRAIN] epoch=3, iter=1970/40000, loss=1.9422, lr=0.009556, batch_cost=0.5010, reader_cost=0.0012 | ETA 05:17:33 2020-12-01 13:53:53 [INFO] [TRAIN] epoch=3, iter=1980/40000, loss=1.8422, lr=0.009554, batch_cost=0.4853, reader_cost=0.0011 | ETA 05:07:32 2020-12-01 13:53:59 [INFO] [TRAIN] epoch=4, iter=1990/40000, loss=1.6175, lr=0.009551, batch_cost=0.5835, reader_cost=0.0834 | ETA 06:09:39 2020-12-01 13:54:04 [INFO] [TRAIN] epoch=4, iter=2000/40000, loss=1.6689, lr=0.009549, batch_cost=0.4943, reader_cost=0.0005 | ETA 05:13:05 2020-12-01 13:54:09 [INFO] [TRAIN] epoch=4, iter=2010/40000, loss=1.3491, lr=0.009547, batch_cost=0.5043, reader_cost=0.0003 | ETA 05:19:18 2020-12-01 13:54:14 [INFO] [TRAIN] epoch=4, iter=2020/40000, loss=1.5086, lr=0.009545, batch_cost=0.4990, reader_cost=0.0011 | ETA 05:15:53 2020-12-01 13:54:19 [INFO] [TRAIN] epoch=4, iter=2030/40000, loss=1.8428, lr=0.009542, batch_cost=0.4986, reader_cost=0.0013 | ETA 05:15:30 2020-12-01 13:54:24 [INFO] [TRAIN] epoch=4, iter=2040/40000, loss=1.7916, lr=0.009540, batch_cost=0.4975, reader_cost=0.0008 | ETA 05:14:46 2020-12-01 13:54:29 [INFO] [TRAIN] epoch=4, iter=2050/40000, loss=1.7248, lr=0.009538, batch_cost=0.4903, reader_cost=0.0007 | ETA 05:10:07 2020-12-01 13:54:34 [INFO] [TRAIN] epoch=4, iter=2060/40000, loss=2.0183, lr=0.009536, batch_cost=0.4945, reader_cost=0.0006 | ETA 05:12:42 2020-12-01 13:54:39 [INFO] [TRAIN] epoch=4, iter=2070/40000, loss=1.8194, lr=0.009533, batch_cost=0.5148, reader_cost=0.0021 | ETA 05:25:26 2020-12-01 13:54:44 [INFO] [TRAIN] epoch=4, iter=2080/40000, loss=2.1767, lr=0.009531, batch_cost=0.4991, reader_cost=0.0002 | ETA 05:15:27 2020-12-01 13:54:49 [INFO] [TRAIN] epoch=4, iter=2090/40000, loss=1.1199, lr=0.009529, batch_cost=0.4928, reader_cost=0.0003 | ETA 05:11:21 2020-12-01 13:54:54 [INFO] [TRAIN] epoch=4, iter=2100/40000, loss=1.7233, lr=0.009526, batch_cost=0.5006, reader_cost=0.0001 | ETA 05:16:12 2020-12-01 13:54:59 [INFO] [TRAIN] epoch=4, iter=2110/40000, loss=1.4487, lr=0.009524, batch_cost=0.5026, reader_cost=0.0004 | ETA 05:17:24 2020-12-01 13:55:04 [INFO] [TRAIN] epoch=4, iter=2120/40000, loss=1.7605, lr=0.009522, batch_cost=0.5032, reader_cost=0.0004 | ETA 05:17:40 2020-12-01 13:55:09 [INFO] [TRAIN] epoch=4, iter=2130/40000, loss=2.0225, lr=0.009520, batch_cost=0.5023, reader_cost=0.0007 | ETA 05:17:01 2020-12-01 13:55:14 [INFO] [TRAIN] epoch=4, iter=2140/40000, loss=2.1557, lr=0.009517, batch_cost=0.5062, reader_cost=0.0006 | ETA 05:19:24 2020-12-01 13:55:19 [INFO] [TRAIN] epoch=4, iter=2150/40000, loss=1.8473, lr=0.009515, batch_cost=0.4871, reader_cost=0.0013 | ETA 05:07:17 2020-12-01 13:55:24 [INFO] [TRAIN] epoch=4, iter=2160/40000, loss=2.3670, lr=0.009513, batch_cost=0.5006, reader_cost=0.0009 | ETA 05:15:43 2020-12-01 13:55:29 [INFO] [TRAIN] epoch=4, iter=2170/40000, loss=1.8871, lr=0.009511, batch_cost=0.4945, reader_cost=0.0009 | ETA 05:11:47 2020-12-01 13:55:34 [INFO] [TRAIN] epoch=4, iter=2180/40000, loss=2.7114, lr=0.009508, batch_cost=0.5024, reader_cost=0.0007 | ETA 05:16:41 2020-12-01 13:55:39 [INFO] [TRAIN] epoch=4, iter=2190/40000, loss=2.2171, lr=0.009506, batch_cost=0.4902, reader_cost=0.0006 | ETA 05:08:54 2020-12-01 13:55:44 [INFO] [TRAIN] epoch=4, iter=2200/40000, loss=1.3474, lr=0.009504, batch_cost=0.4890, reader_cost=0.0007 | ETA 05:08:05 2020-12-01 13:55:49 [INFO] [TRAIN] epoch=4, iter=2210/40000, loss=1.7154, lr=0.009502, batch_cost=0.5000, reader_cost=0.0003 | ETA 05:14:55 2020-12-01 13:55:54 [INFO] [TRAIN] epoch=4, iter=2220/40000, loss=1.7055, lr=0.009499, batch_cost=0.4986, reader_cost=0.0014 | ETA 05:13:56 2020-12-01 13:55:58 [INFO] [TRAIN] epoch=4, iter=2230/40000, loss=1.0735, lr=0.009497, batch_cost=0.4924, reader_cost=0.0008 | ETA 05:09:57 2020-12-01 13:56:03 [INFO] [TRAIN] epoch=4, iter=2240/40000, loss=1.8017, lr=0.009495, batch_cost=0.4907, reader_cost=0.0008 | ETA 05:08:47 2020-12-01 13:56:08 [INFO] [TRAIN] epoch=4, iter=2250/40000, loss=1.5266, lr=0.009493, batch_cost=0.4948, reader_cost=0.0011 | ETA 05:11:19 2020-12-01 13:56:13 [INFO] [TRAIN] epoch=4, iter=2260/40000, loss=1.7656, lr=0.009490, batch_cost=0.4912, reader_cost=0.0007 | ETA 05:08:59 2020-12-01 13:56:18 [INFO] [TRAIN] epoch=4, iter=2270/40000, loss=2.0805, lr=0.009488, batch_cost=0.4879, reader_cost=0.0005 | ETA 05:06:48 2020-12-01 13:56:23 [INFO] [TRAIN] epoch=4, iter=2280/40000, loss=1.4938, lr=0.009486, batch_cost=0.5010, reader_cost=0.0010 | ETA 05:14:58 2020-12-01 13:56:28 [INFO] [TRAIN] epoch=4, iter=2290/40000, loss=1.7134, lr=0.009483, batch_cost=0.4953, reader_cost=0.0006 | ETA 05:11:18 2020-12-01 13:56:33 [INFO] [TRAIN] epoch=4, iter=2300/40000, loss=1.1981, lr=0.009481, batch_cost=0.5002, reader_cost=0.0013 | ETA 05:14:17 2020-12-01 13:56:38 [INFO] [TRAIN] epoch=4, iter=2310/40000, loss=1.9076, lr=0.009479, batch_cost=0.4972, reader_cost=0.0008 | ETA 05:12:21 2020-12-01 13:56:43 [INFO] [TRAIN] epoch=4, iter=2320/40000, loss=1.5460, lr=0.009477, batch_cost=0.5016, reader_cost=0.0006 | ETA 05:15:01 2020-12-01 13:56:48 [INFO] [TRAIN] epoch=4, iter=2330/40000, loss=1.3504, lr=0.009474, batch_cost=0.4964, reader_cost=0.0003 | ETA 05:11:39 2020-12-01 13:56:53 [INFO] [TRAIN] epoch=4, iter=2340/40000, loss=1.6151, lr=0.009472, batch_cost=0.4854, reader_cost=0.0003 | ETA 05:04:39 2020-12-01 13:56:58 [INFO] [TRAIN] epoch=4, iter=2350/40000, loss=1.7257, lr=0.009470, batch_cost=0.4974, reader_cost=0.0009 | ETA 05:12:05 2020-12-01 13:57:03 [INFO] [TRAIN] epoch=4, iter=2360/40000, loss=2.1483, lr=0.009468, batch_cost=0.4919, reader_cost=0.0010 | ETA 05:08:34 2020-12-01 13:57:08 [INFO] [TRAIN] epoch=4, iter=2370/40000, loss=1.2860, lr=0.009465, batch_cost=0.5041, reader_cost=0.0006 | ETA 05:16:08 2020-12-01 13:57:13 [INFO] [TRAIN] epoch=4, iter=2380/40000, loss=0.7074, lr=0.009463, batch_cost=0.4939, reader_cost=0.0010 | ETA 05:09:41 2020-12-01 13:57:18 [INFO] [TRAIN] epoch=4, iter=2390/40000, loss=1.3482, lr=0.009461, batch_cost=0.4954, reader_cost=0.0007 | ETA 05:10:32 2020-12-01 13:57:23 [INFO] [TRAIN] epoch=4, iter=2400/40000, loss=1.5316, lr=0.009459, batch_cost=0.4927, reader_cost=0.0004 | ETA 05:08:46 2020-12-01 13:57:28 [INFO] [TRAIN] epoch=4, iter=2410/40000, loss=1.1885, lr=0.009456, batch_cost=0.5016, reader_cost=0.0012 | ETA 05:14:14 2020-12-01 13:57:33 [INFO] [TRAIN] epoch=4, iter=2420/40000, loss=1.9094, lr=0.009454, batch_cost=0.4966, reader_cost=0.0003 | ETA 05:11:03 2020-12-01 13:57:38 [INFO] [TRAIN] epoch=4, iter=2430/40000, loss=2.1143, lr=0.009452, batch_cost=0.4985, reader_cost=0.0003 | ETA 05:12:08 2020-12-01 13:57:43 [INFO] [TRAIN] epoch=4, iter=2440/40000, loss=2.0604, lr=0.009450, batch_cost=0.4973, reader_cost=0.0004 | ETA 05:11:16 2020-12-01 13:57:48 [INFO] [TRAIN] epoch=4, iter=2450/40000, loss=1.3262, lr=0.009447, batch_cost=0.5001, reader_cost=0.0005 | ETA 05:12:58 2020-12-01 13:57:53 [INFO] [TRAIN] epoch=4, iter=2460/40000, loss=1.7809, lr=0.009445, batch_cost=0.4954, reader_cost=0.0003 | ETA 05:09:55 2020-12-01 13:57:58 [INFO] [TRAIN] epoch=4, iter=2470/40000, loss=1.0802, lr=0.009443, batch_cost=0.4997, reader_cost=0.0005 | ETA 05:12:32 2020-12-01 13:58:02 [INFO] [TRAIN] epoch=4, iter=2480/40000, loss=1.9777, lr=0.009440, batch_cost=0.4914, reader_cost=0.0004 | ETA 05:07:18 2020-12-01 13:58:07 [INFO] [TRAIN] epoch=4, iter=2490/40000, loss=1.7545, lr=0.009438, batch_cost=0.4888, reader_cost=0.0003 | ETA 05:05:36 2020-12-01 13:58:12 [INFO] [TRAIN] epoch=4, iter=2500/40000, loss=1.5762, lr=0.009436, batch_cost=0.5017, reader_cost=0.0007 | ETA 05:13:34 2020-12-01 13:58:17 [INFO] [TRAIN] epoch=4, iter=2510/40000, loss=2.1461, lr=0.009434, batch_cost=0.5069, reader_cost=0.0007 | ETA 05:16:41 2020-12-01 13:58:22 [INFO] [TRAIN] epoch=4, iter=2520/40000, loss=1.7570, lr=0.009431, batch_cost=0.5001, reader_cost=0.0008 | ETA 05:12:25 2020-12-01 13:58:27 [INFO] [TRAIN] epoch=4, iter=2530/40000, loss=1.5154, lr=0.009429, batch_cost=0.4956, reader_cost=0.0004 | ETA 05:09:31 2020-12-01 13:58:32 [INFO] [TRAIN] epoch=4, iter=2540/40000, loss=1.9040, lr=0.009427, batch_cost=0.4976, reader_cost=0.0008 | ETA 05:10:38 2020-12-01 13:58:37 [INFO] [TRAIN] epoch=4, iter=2550/40000, loss=1.2563, lr=0.009425, batch_cost=0.5034, reader_cost=0.0009 | ETA 05:14:11 2020-12-01 13:58:42 [INFO] [TRAIN] epoch=4, iter=2560/40000, loss=1.5795, lr=0.009422, batch_cost=0.5037, reader_cost=0.0005 | ETA 05:14:17 2020-12-01 13:58:47 [INFO] [TRAIN] epoch=4, iter=2570/40000, loss=2.0081, lr=0.009420, batch_cost=0.4971, reader_cost=0.0004 | ETA 05:10:05 2020-12-01 13:58:52 [INFO] [TRAIN] epoch=4, iter=2580/40000, loss=1.1498, lr=0.009418, batch_cost=0.4979, reader_cost=0.0005 | ETA 05:10:31 2020-12-01 13:58:57 [INFO] [TRAIN] epoch=4, iter=2590/40000, loss=1.7749, lr=0.009416, batch_cost=0.5038, reader_cost=0.0001 | ETA 05:14:08 2020-12-01 13:59:02 [INFO] [TRAIN] epoch=4, iter=2600/40000, loss=1.3385, lr=0.009413, batch_cost=0.4963, reader_cost=0.0005 | ETA 05:09:20 2020-12-01 13:59:07 [INFO] [TRAIN] epoch=4, iter=2610/40000, loss=1.9118, lr=0.009411, batch_cost=0.4905, reader_cost=0.0003 | ETA 05:05:38 2020-12-01 13:59:12 [INFO] [TRAIN] epoch=4, iter=2620/40000, loss=1.7107, lr=0.009409, batch_cost=0.4989, reader_cost=0.0004 | ETA 05:10:49 2020-12-01 13:59:17 [INFO] [TRAIN] epoch=4, iter=2630/40000, loss=1.6731, lr=0.009406, batch_cost=0.4986, reader_cost=0.0004 | ETA 05:10:32 2020-12-01 13:59:22 [INFO] [TRAIN] epoch=4, iter=2640/40000, loss=2.0927, lr=0.009404, batch_cost=0.4928, reader_cost=0.0004 | ETA 05:06:50 2020-12-01 13:59:28 [INFO] [TRAIN] epoch=5, iter=2650/40000, loss=1.7123, lr=0.009402, batch_cost=0.5801, reader_cost=0.0706 | ETA 06:01:06 2020-12-01 13:59:33 [INFO] [TRAIN] epoch=5, iter=2660/40000, loss=2.0454, lr=0.009400, batch_cost=0.4994, reader_cost=0.0003 | ETA 05:10:47 2020-12-01 13:59:38 [INFO] [TRAIN] epoch=5, iter=2670/40000, loss=1.8672, lr=0.009397, batch_cost=0.4961, reader_cost=0.0003 | ETA 05:08:38 2020-12-01 13:59:43 [INFO] [TRAIN] epoch=5, iter=2680/40000, loss=1.2006, lr=0.009395, batch_cost=0.4985, reader_cost=0.0003 | ETA 05:10:05 2020-12-01 13:59:48 [INFO] [TRAIN] epoch=5, iter=2690/40000, loss=2.1397, lr=0.009393, batch_cost=0.4948, reader_cost=0.0003 | ETA 05:07:40 2020-12-01 13:59:53 [INFO] [TRAIN] epoch=5, iter=2700/40000, loss=1.5958, lr=0.009391, batch_cost=0.4971, reader_cost=0.0001 | ETA 05:09:00 2020-12-01 13:59:58 [INFO] [TRAIN] epoch=5, iter=2710/40000, loss=1.7403, lr=0.009388, batch_cost=0.4989, reader_cost=0.0005 | ETA 05:10:04 2020-12-01 14:00:03 [INFO] [TRAIN] epoch=5, iter=2720/40000, loss=1.5417, lr=0.009386, batch_cost=0.4975, reader_cost=0.0014 | ETA 05:09:07 2020-12-01 14:00:08 [INFO] [TRAIN] epoch=5, iter=2730/40000, loss=1.4883, lr=0.009384, batch_cost=0.4997, reader_cost=0.0010 | ETA 05:10:22 2020-12-01 14:00:13 [INFO] [TRAIN] epoch=5, iter=2740/40000, loss=1.4749, lr=0.009382, batch_cost=0.5011, reader_cost=0.0007 | ETA 05:11:10 2020-12-01 14:00:18 [INFO] [TRAIN] epoch=5, iter=2750/40000, loss=1.8803, lr=0.009379, batch_cost=0.5044, reader_cost=0.0009 | ETA 05:13:07 2020-12-01 14:00:23 [INFO] [TRAIN] epoch=5, iter=2760/40000, loss=1.3771, lr=0.009377, batch_cost=0.5007, reader_cost=0.0006 | ETA 05:10:45 2020-12-01 14:00:28 [INFO] [TRAIN] epoch=5, iter=2770/40000, loss=1.9313, lr=0.009375, batch_cost=0.4994, reader_cost=0.0004 | ETA 05:09:52 2020-12-01 14:00:33 [INFO] [TRAIN] epoch=5, iter=2780/40000, loss=1.7501, lr=0.009372, batch_cost=0.5004, reader_cost=0.0011 | ETA 05:10:26 2020-12-01 14:00:38 [INFO] [TRAIN] epoch=5, iter=2790/40000, loss=1.7092, lr=0.009370, batch_cost=0.5007, reader_cost=0.0010 | ETA 05:10:31 2020-12-01 14:00:43 [INFO] [TRAIN] epoch=5, iter=2800/40000, loss=1.4967, lr=0.009368, batch_cost=0.5017, reader_cost=0.0014 | ETA 05:11:01 2020-12-01 14:00:48 [INFO] [TRAIN] epoch=5, iter=2810/40000, loss=1.9574, lr=0.009366, batch_cost=0.5011, reader_cost=0.0005 | ETA 05:10:35 2020-12-01 14:00:53 [INFO] [TRAIN] epoch=5, iter=2820/40000, loss=1.7095, lr=0.009363, batch_cost=0.4988, reader_cost=0.0012 | ETA 05:09:04 2020-12-01 14:00:58 [INFO] [TRAIN] epoch=5, iter=2830/40000, loss=1.4803, lr=0.009361, batch_cost=0.4981, reader_cost=0.0014 | ETA 05:08:32 2020-12-01 14:01:03 [INFO] [TRAIN] epoch=5, iter=2840/40000, loss=1.9267, lr=0.009359, batch_cost=0.4982, reader_cost=0.0012 | ETA 05:08:34 2020-12-01 14:01:08 [INFO] [TRAIN] epoch=5, iter=2850/40000, loss=2.2726, lr=0.009357, batch_cost=0.4973, reader_cost=0.0010 | ETA 05:07:54 2020-12-01 14:01:13 [INFO] [TRAIN] epoch=5, iter=2860/40000, loss=1.5803, lr=0.009354, batch_cost=0.4993, reader_cost=0.0003 | ETA 05:09:03 2020-12-01 14:01:18 [INFO] [TRAIN] epoch=5, iter=2870/40000, loss=1.7640, lr=0.009352, batch_cost=0.4999, reader_cost=0.0005 | ETA 05:09:21 2020-12-01 14:01:23 [INFO] [TRAIN] epoch=5, iter=2880/40000, loss=1.6280, lr=0.009350, batch_cost=0.5090, reader_cost=0.0026 | ETA 05:14:54 2020-12-01 14:01:28 [INFO] [TRAIN] epoch=5, iter=2890/40000, loss=2.0590, lr=0.009348, batch_cost=0.5016, reader_cost=0.0009 | ETA 05:10:12 2020-12-01 14:01:33 [INFO] [TRAIN] epoch=5, iter=2900/40000, loss=1.5621, lr=0.009345, batch_cost=0.4893, reader_cost=0.0005 | ETA 05:02:33 2020-12-01 14:01:38 [INFO] [TRAIN] epoch=5, iter=2910/40000, loss=0.9931, lr=0.009343, batch_cost=0.4942, reader_cost=0.0003 | ETA 05:05:28 2020-12-01 14:01:43 [INFO] [TRAIN] epoch=5, iter=2920/40000, loss=1.0202, lr=0.009341, batch_cost=0.4950, reader_cost=0.0015 | ETA 05:05:54 2020-12-01 14:01:48 [INFO] [TRAIN] epoch=5, iter=2930/40000, loss=1.8364, lr=0.009338, batch_cost=0.4999, reader_cost=0.0007 | ETA 05:08:52 2020-12-01 14:01:53 [INFO] [TRAIN] epoch=5, iter=2940/40000, loss=0.9257, lr=0.009336, batch_cost=0.4931, reader_cost=0.0011 | ETA 05:04:34 2020-12-01 14:01:58 [INFO] [TRAIN] epoch=5, iter=2950/40000, loss=1.4343, lr=0.009334, batch_cost=0.5008, reader_cost=0.0008 | ETA 05:09:14 2020-12-01 14:02:03 [INFO] [TRAIN] epoch=5, iter=2960/40000, loss=1.4039, lr=0.009332, batch_cost=0.5017, reader_cost=0.0008 | ETA 05:09:44 2020-12-01 14:02:08 [INFO] [TRAIN] epoch=5, iter=2970/40000, loss=2.3595, lr=0.009329, batch_cost=0.4996, reader_cost=0.0019 | ETA 05:08:18 2020-12-01 14:02:13 [INFO] [TRAIN] epoch=5, iter=2980/40000, loss=1.8353, lr=0.009327, batch_cost=0.5014, reader_cost=0.0013 | ETA 05:09:21 2020-12-01 14:02:18 [INFO] [TRAIN] epoch=5, iter=2990/40000, loss=1.9953, lr=0.009325, batch_cost=0.4936, reader_cost=0.0008 | ETA 05:04:28 2020-12-01 14:02:23 [INFO] [TRAIN] epoch=5, iter=3000/40000, loss=1.2494, lr=0.009323, batch_cost=0.4958, reader_cost=0.0013 | ETA 05:05:46 2020-12-01 14:02:28 [INFO] [TRAIN] epoch=5, iter=3010/40000, loss=1.7494, lr=0.009320, batch_cost=0.4908, reader_cost=0.0014 | ETA 05:02:33 2020-12-01 14:02:33 [INFO] [TRAIN] epoch=5, iter=3020/40000, loss=1.2166, lr=0.009318, batch_cost=0.5014, reader_cost=0.0008 | ETA 05:09:01 2020-12-01 14:02:38 [INFO] [TRAIN] epoch=5, iter=3030/40000, loss=1.8769, lr=0.009316, batch_cost=0.5037, reader_cost=0.0006 | ETA 05:10:22 2020-12-01 14:02:43 [INFO] [TRAIN] epoch=5, iter=3040/40000, loss=1.3887, lr=0.009314, batch_cost=0.4998, reader_cost=0.0009 | ETA 05:07:53 2020-12-01 14:02:48 [INFO] [TRAIN] epoch=5, iter=3050/40000, loss=1.4668, lr=0.009311, batch_cost=0.4988, reader_cost=0.0012 | ETA 05:07:12 2020-12-01 14:02:52 [INFO] [TRAIN] epoch=5, iter=3060/40000, loss=1.4594, lr=0.009309, batch_cost=0.4931, reader_cost=0.0005 | ETA 05:03:35 2020-12-01 14:02:58 [INFO] [TRAIN] epoch=5, iter=3070/40000, loss=1.9050, lr=0.009307, batch_cost=0.5204, reader_cost=0.0036 | ETA 05:20:17 2020-12-01 14:03:03 [INFO] [TRAIN] epoch=5, iter=3080/40000, loss=1.9423, lr=0.009304, batch_cost=0.5003, reader_cost=0.0008 | ETA 05:07:52 2020-12-01 14:03:08 [INFO] [TRAIN] epoch=5, iter=3090/40000, loss=1.6265, lr=0.009302, batch_cost=0.4952, reader_cost=0.0008 | ETA 05:04:36 2020-12-01 14:03:13 [INFO] [TRAIN] epoch=5, iter=3100/40000, loss=1.6512, lr=0.009300, batch_cost=0.4958, reader_cost=0.0006 | ETA 05:04:55 2020-12-01 14:03:18 [INFO] [TRAIN] epoch=5, iter=3110/40000, loss=1.6477, lr=0.009298, batch_cost=0.4953, reader_cost=0.0012 | ETA 05:04:33 2020-12-01 14:03:23 [INFO] [TRAIN] epoch=5, iter=3120/40000, loss=2.0540, lr=0.009295, batch_cost=0.4983, reader_cost=0.0003 | ETA 05:06:18 2020-12-01 14:03:28 [INFO] [TRAIN] epoch=5, iter=3130/40000, loss=1.9502, lr=0.009293, batch_cost=0.5023, reader_cost=0.0003 | ETA 05:08:39 2020-12-01 14:03:33 [INFO] [TRAIN] epoch=5, iter=3140/40000, loss=1.6089, lr=0.009291, batch_cost=0.4940, reader_cost=0.0006 | ETA 05:03:29 2020-12-01 14:03:38 [INFO] [TRAIN] epoch=5, iter=3150/40000, loss=2.0268, lr=0.009289, batch_cost=0.4987, reader_cost=0.0008 | ETA 05:06:17 2020-12-01 14:03:42 [INFO] [TRAIN] epoch=5, iter=3160/40000, loss=1.4414, lr=0.009286, batch_cost=0.4925, reader_cost=0.0007 | ETA 05:02:22 2020-12-01 14:03:47 [INFO] [TRAIN] epoch=5, iter=3170/40000, loss=1.6314, lr=0.009284, batch_cost=0.4964, reader_cost=0.0006 | ETA 05:04:43 2020-12-01 14:03:52 [INFO] [TRAIN] epoch=5, iter=3180/40000, loss=1.8530, lr=0.009282, batch_cost=0.4940, reader_cost=0.0008 | ETA 05:03:09 2020-12-01 14:03:57 [INFO] [TRAIN] epoch=5, iter=3190/40000, loss=1.3549, lr=0.009280, batch_cost=0.4986, reader_cost=0.0007 | ETA 05:05:51 2020-12-01 14:04:02 [INFO] [TRAIN] epoch=5, iter=3200/40000, loss=1.4464, lr=0.009277, batch_cost=0.4929, reader_cost=0.0007 | ETA 05:02:20 2020-12-01 14:04:07 [INFO] [TRAIN] epoch=5, iter=3210/40000, loss=1.6847, lr=0.009275, batch_cost=0.4966, reader_cost=0.0003 | ETA 05:04:28 2020-12-01 14:04:12 [INFO] [TRAIN] epoch=5, iter=3220/40000, loss=1.6444, lr=0.009273, batch_cost=0.5048, reader_cost=0.0016 | ETA 05:09:26 2020-12-01 14:04:17 [INFO] [TRAIN] epoch=5, iter=3230/40000, loss=1.4351, lr=0.009270, batch_cost=0.5083, reader_cost=0.0013 | ETA 05:11:31 2020-12-01 14:04:22 [INFO] [TRAIN] epoch=5, iter=3240/40000, loss=1.8612, lr=0.009268, batch_cost=0.4907, reader_cost=0.0007 | ETA 05:00:37 2020-12-01 14:04:27 [INFO] [TRAIN] epoch=5, iter=3250/40000, loss=1.2894, lr=0.009266, batch_cost=0.4986, reader_cost=0.0004 | ETA 05:05:21 2020-12-01 14:04:32 [INFO] [TRAIN] epoch=5, iter=3260/40000, loss=1.0028, lr=0.009264, batch_cost=0.4891, reader_cost=0.0003 | ETA 04:59:30 2020-12-01 14:04:37 [INFO] [TRAIN] epoch=5, iter=3270/40000, loss=1.4569, lr=0.009261, batch_cost=0.4984, reader_cost=0.0006 | ETA 05:05:05 2020-12-01 14:04:42 [INFO] [TRAIN] epoch=5, iter=3280/40000, loss=1.0869, lr=0.009259, batch_cost=0.4879, reader_cost=0.0004 | ETA 04:58:35 2020-12-01 14:04:47 [INFO] [TRAIN] epoch=5, iter=3290/40000, loss=1.6263, lr=0.009257, batch_cost=0.4877, reader_cost=0.0006 | ETA 04:58:23 2020-12-01 14:04:52 [INFO] [TRAIN] epoch=5, iter=3300/40000, loss=1.5086, lr=0.009255, batch_cost=0.4880, reader_cost=0.0003 | ETA 04:58:30 2020-12-01 14:04:58 [INFO] [TRAIN] epoch=6, iter=3310/40000, loss=1.3021, lr=0.009252, batch_cost=0.5854, reader_cost=0.0797 | ETA 05:57:58 2020-12-01 14:05:02 [INFO] [TRAIN] epoch=6, iter=3320/40000, loss=1.2076, lr=0.009250, batch_cost=0.4884, reader_cost=0.0003 | ETA 04:58:34 2020-12-01 14:05:07 [INFO] [TRAIN] epoch=6, iter=3330/40000, loss=1.4558, lr=0.009248, batch_cost=0.4967, reader_cost=0.0005 | ETA 05:03:32 2020-12-01 14:05:12 [INFO] [TRAIN] epoch=6, iter=3340/40000, loss=1.5672, lr=0.009245, batch_cost=0.4959, reader_cost=0.0003 | ETA 05:02:59 2020-12-01 14:05:17 [INFO] [TRAIN] epoch=6, iter=3350/40000, loss=1.4601, lr=0.009243, batch_cost=0.4915, reader_cost=0.0005 | ETA 05:00:11 2020-12-01 14:05:22 [INFO] [TRAIN] epoch=6, iter=3360/40000, loss=1.6540, lr=0.009241, batch_cost=0.5001, reader_cost=0.0001 | ETA 05:05:24 2020-12-01 14:05:27 [INFO] [TRAIN] epoch=6, iter=3370/40000, loss=1.4832, lr=0.009239, batch_cost=0.4966, reader_cost=0.0001 | ETA 05:03:09 2020-12-01 14:05:32 [INFO] [TRAIN] epoch=6, iter=3380/40000, loss=1.5322, lr=0.009236, batch_cost=0.4914, reader_cost=0.0003 | ETA 04:59:53 2020-12-01 14:05:37 [INFO] [TRAIN] epoch=6, iter=3390/40000, loss=1.1993, lr=0.009234, batch_cost=0.4940, reader_cost=0.0007 | ETA 05:01:25 2020-12-01 14:05:42 [INFO] [TRAIN] epoch=6, iter=3400/40000, loss=1.3926, lr=0.009232, batch_cost=0.4991, reader_cost=0.0011 | ETA 05:04:25 2020-12-01 14:05:47 [INFO] [TRAIN] epoch=6, iter=3410/40000, loss=1.4763, lr=0.009230, batch_cost=0.5071, reader_cost=0.0008 | ETA 05:09:15 2020-12-01 14:05:52 [INFO] [TRAIN] epoch=6, iter=3420/40000, loss=1.8963, lr=0.009227, batch_cost=0.4988, reader_cost=0.0006 | ETA 05:04:05 2020-12-01 14:05:57 [INFO] [TRAIN] epoch=6, iter=3430/40000, loss=1.5601, lr=0.009225, batch_cost=0.4989, reader_cost=0.0005 | ETA 05:04:05 2020-12-01 14:06:02 [INFO] [TRAIN] epoch=6, iter=3440/40000, loss=1.2603, lr=0.009223, batch_cost=0.4892, reader_cost=0.0006 | ETA 04:58:05 2020-12-01 14:06:07 [INFO] [TRAIN] epoch=6, iter=3450/40000, loss=1.1848, lr=0.009221, batch_cost=0.4970, reader_cost=0.0005 | ETA 05:02:44 2020-12-01 14:06:12 [INFO] [TRAIN] epoch=6, iter=3460/40000, loss=1.6360, lr=0.009218, batch_cost=0.4907, reader_cost=0.0006 | ETA 04:58:49 2020-12-01 14:06:17 [INFO] [TRAIN] epoch=6, iter=3470/40000, loss=1.1451, lr=0.009216, batch_cost=0.4919, reader_cost=0.0003 | ETA 04:59:29 2020-12-01 14:06:22 [INFO] [TRAIN] epoch=6, iter=3480/40000, loss=1.4085, lr=0.009214, batch_cost=0.5032, reader_cost=0.0006 | ETA 05:06:18 2020-12-01 14:06:27 [INFO] [TRAIN] epoch=6, iter=3490/40000, loss=0.9159, lr=0.009211, batch_cost=0.4889, reader_cost=0.0009 | ETA 04:57:28 2020-12-01 14:06:32 [INFO] [TRAIN] epoch=6, iter=3500/40000, loss=1.4083, lr=0.009209, batch_cost=0.4927, reader_cost=0.0006 | ETA 04:59:43 2020-12-01 14:06:37 [INFO] [TRAIN] epoch=6, iter=3510/40000, loss=1.3287, lr=0.009207, batch_cost=0.4913, reader_cost=0.0011 | ETA 04:58:46 2020-12-01 14:06:42 [INFO] [TRAIN] epoch=6, iter=3520/40000, loss=1.5967, lr=0.009205, batch_cost=0.4889, reader_cost=0.0004 | ETA 04:57:14 2020-12-01 14:06:47 [INFO] [TRAIN] epoch=6, iter=3530/40000, loss=1.3238, lr=0.009202, batch_cost=0.4979, reader_cost=0.0016 | ETA 05:02:36 2020-12-01 14:06:51 [INFO] [TRAIN] epoch=6, iter=3540/40000, loss=1.6617, lr=0.009200, batch_cost=0.4922, reader_cost=0.0007 | ETA 04:59:04 2020-12-01 14:06:56 [INFO] [TRAIN] epoch=6, iter=3550/40000, loss=1.2244, lr=0.009198, batch_cost=0.4888, reader_cost=0.0007 | ETA 04:56:55 2020-12-01 14:07:01 [INFO] [TRAIN] epoch=6, iter=3560/40000, loss=1.3873, lr=0.009196, batch_cost=0.4909, reader_cost=0.0005 | ETA 04:58:09 2020-12-01 14:07:06 [INFO] [TRAIN] epoch=6, iter=3570/40000, loss=1.0441, lr=0.009193, batch_cost=0.5037, reader_cost=0.0004 | ETA 05:05:49 2020-12-01 14:07:11 [INFO] [TRAIN] epoch=6, iter=3580/40000, loss=1.2455, lr=0.009191, batch_cost=0.4941, reader_cost=0.0005 | ETA 04:59:53 2020-12-01 14:07:16 [INFO] [TRAIN] epoch=6, iter=3590/40000, loss=1.3289, lr=0.009189, batch_cost=0.4965, reader_cost=0.0006 | ETA 05:01:17 2020-12-01 14:07:21 [INFO] [TRAIN] epoch=6, iter=3600/40000, loss=1.6574, lr=0.009186, batch_cost=0.4958, reader_cost=0.0003 | ETA 05:00:47 2020-12-01 14:07:26 [INFO] [TRAIN] epoch=6, iter=3610/40000, loss=1.6720, lr=0.009184, batch_cost=0.4945, reader_cost=0.0012 | ETA 04:59:53 2020-12-01 14:07:31 [INFO] [TRAIN] epoch=6, iter=3620/40000, loss=1.1954, lr=0.009182, batch_cost=0.5035, reader_cost=0.0014 | ETA 05:05:17 2020-12-01 14:07:36 [INFO] [TRAIN] epoch=6, iter=3630/40000, loss=1.5643, lr=0.009180, batch_cost=0.5023, reader_cost=0.0022 | ETA 05:04:28 2020-12-01 14:07:41 [INFO] [TRAIN] epoch=6, iter=3640/40000, loss=1.1888, lr=0.009177, batch_cost=0.4894, reader_cost=0.0010 | ETA 04:56:33 2020-12-01 14:07:46 [INFO] [TRAIN] epoch=6, iter=3650/40000, loss=0.9827, lr=0.009175, batch_cost=0.5058, reader_cost=0.0007 | ETA 05:06:24 2020-12-01 14:07:51 [INFO] [TRAIN] epoch=6, iter=3660/40000, loss=1.1174, lr=0.009173, batch_cost=0.4924, reader_cost=0.0011 | ETA 04:58:14 2020-12-01 14:07:56 [INFO] [TRAIN] epoch=6, iter=3670/40000, loss=1.7352, lr=0.009171, batch_cost=0.4875, reader_cost=0.0008 | ETA 04:55:11 2020-12-01 14:08:01 [INFO] [TRAIN] epoch=6, iter=3680/40000, loss=1.5653, lr=0.009168, batch_cost=0.5003, reader_cost=0.0006 | ETA 05:02:49 2020-12-01 14:08:06 [INFO] [TRAIN] epoch=6, iter=3690/40000, loss=1.9094, lr=0.009166, batch_cost=0.5031, reader_cost=0.0007 | ETA 05:04:28 2020-12-01 14:08:11 [INFO] [TRAIN] epoch=6, iter=3700/40000, loss=1.2419, lr=0.009164, batch_cost=0.5056, reader_cost=0.0007 | ETA 05:05:52 2020-12-01 14:08:16 [INFO] [TRAIN] epoch=6, iter=3710/40000, loss=1.4567, lr=0.009161, batch_cost=0.5055, reader_cost=0.0012 | ETA 05:05:44 2020-12-01 14:08:21 [INFO] [TRAIN] epoch=6, iter=3720/40000, loss=1.7406, lr=0.009159, batch_cost=0.4943, reader_cost=0.0009 | ETA 04:58:52 2020-12-01 14:08:26 [INFO] [TRAIN] epoch=6, iter=3730/40000, loss=1.0496, lr=0.009157, batch_cost=0.4980, reader_cost=0.0001 | ETA 05:01:02 2020-12-01 14:08:31 [INFO] [TRAIN] epoch=6, iter=3740/40000, loss=1.2535, lr=0.009155, batch_cost=0.4993, reader_cost=0.0008 | ETA 05:01:45 2020-12-01 14:08:36 [INFO] [TRAIN] epoch=6, iter=3750/40000, loss=1.1585, lr=0.009152, batch_cost=0.5010, reader_cost=0.0003 | ETA 05:02:41 2020-12-01 14:08:41 [INFO] [TRAIN] epoch=6, iter=3760/40000, loss=1.1543, lr=0.009150, batch_cost=0.4969, reader_cost=0.0010 | ETA 05:00:08 2020-12-01 14:08:46 [INFO] [TRAIN] epoch=6, iter=3770/40000, loss=1.4652, lr=0.009148, batch_cost=0.5027, reader_cost=0.0003 | ETA 05:03:32 2020-12-01 14:08:51 [INFO] [TRAIN] epoch=6, iter=3780/40000, loss=1.3894, lr=0.009146, batch_cost=0.5066, reader_cost=0.0008 | ETA 05:05:47 2020-12-01 14:08:56 [INFO] [TRAIN] epoch=6, iter=3790/40000, loss=1.7368, lr=0.009143, batch_cost=0.5063, reader_cost=0.0021 | ETA 05:05:33 2020-12-01 14:09:01 [INFO] [TRAIN] epoch=6, iter=3800/40000, loss=1.6089, lr=0.009141, batch_cost=0.4982, reader_cost=0.0007 | ETA 05:00:33 2020-12-01 14:09:06 [INFO] [TRAIN] epoch=6, iter=3810/40000, loss=1.2755, lr=0.009139, batch_cost=0.4923, reader_cost=0.0005 | ETA 04:56:56 2020-12-01 14:09:11 [INFO] [TRAIN] epoch=6, iter=3820/40000, loss=2.3055, lr=0.009136, batch_cost=0.4915, reader_cost=0.0032 | ETA 04:56:24 2020-12-01 14:09:16 [INFO] [TRAIN] epoch=6, iter=3830/40000, loss=2.1877, lr=0.009134, batch_cost=0.5059, reader_cost=0.0005 | ETA 05:04:58 2020-12-01 14:09:21 [INFO] [TRAIN] epoch=6, iter=3840/40000, loss=1.9708, lr=0.009132, batch_cost=0.4859, reader_cost=0.0006 | ETA 04:52:51 2020-12-01 14:09:26 [INFO] [TRAIN] epoch=6, iter=3850/40000, loss=1.6042, lr=0.009130, batch_cost=0.4924, reader_cost=0.0003 | ETA 04:56:39 2020-12-01 14:09:31 [INFO] [TRAIN] epoch=6, iter=3860/40000, loss=1.8030, lr=0.009127, batch_cost=0.4987, reader_cost=0.0005 | ETA 05:00:22 2020-12-01 14:09:36 [INFO] [TRAIN] epoch=6, iter=3870/40000, loss=0.9643, lr=0.009125, batch_cost=0.5030, reader_cost=0.0009 | ETA 05:02:54 2020-12-01 14:09:41 [INFO] [TRAIN] epoch=6, iter=3880/40000, loss=1.7968, lr=0.009123, batch_cost=0.5025, reader_cost=0.0011 | ETA 05:02:31 2020-12-01 14:09:46 [INFO] [TRAIN] epoch=6, iter=3890/40000, loss=0.9841, lr=0.009121, batch_cost=0.4929, reader_cost=0.0015 | ETA 04:56:40 2020-12-01 14:09:51 [INFO] [TRAIN] epoch=6, iter=3900/40000, loss=1.8174, lr=0.009118, batch_cost=0.4998, reader_cost=0.0010 | ETA 05:00:43 2020-12-01 14:09:56 [INFO] [TRAIN] epoch=6, iter=3910/40000, loss=1.2551, lr=0.009116, batch_cost=0.5054, reader_cost=0.0003 | ETA 05:04:01 2020-12-01 14:10:01 [INFO] [TRAIN] epoch=6, iter=3920/40000, loss=0.9462, lr=0.009114, batch_cost=0.4884, reader_cost=0.0004 | ETA 04:53:41 2020-12-01 14:10:06 [INFO] [TRAIN] epoch=6, iter=3930/40000, loss=1.1371, lr=0.009111, batch_cost=0.4912, reader_cost=0.0006 | ETA 04:55:18 2020-12-01 14:10:11 [INFO] [TRAIN] epoch=6, iter=3940/40000, loss=1.5528, lr=0.009109, batch_cost=0.4946, reader_cost=0.0003 | ETA 04:57:16 2020-12-01 14:10:15 [INFO] [TRAIN] epoch=6, iter=3950/40000, loss=1.3500, lr=0.009107, batch_cost=0.4928, reader_cost=0.0012 | ETA 04:56:04 2020-12-01 14:10:20 [INFO] [TRAIN] epoch=6, iter=3960/40000, loss=1.1952, lr=0.009105, batch_cost=0.4855, reader_cost=0.0005 | ETA 04:51:36 2020-12-01 14:10:26 [INFO] [TRAIN] epoch=7, iter=3970/40000, loss=1.7562, lr=0.009102, batch_cost=0.5870, reader_cost=0.0715 | ETA 05:52:29 2020-12-01 14:10:31 [INFO] [TRAIN] epoch=7, iter=3980/40000, loss=1.2630, lr=0.009100, batch_cost=0.4908, reader_cost=0.0005 | ETA 04:54:39 2020-12-01 14:10:36 [INFO] [TRAIN] epoch=7, iter=3990/40000, loss=1.4817, lr=0.009098, batch_cost=0.4926, reader_cost=0.0004 | ETA 04:55:38 2020-12-01 14:10:41 [INFO] [TRAIN] epoch=7, iter=4000/40000, loss=1.2611, lr=0.009096, batch_cost=0.4956, reader_cost=0.0002 | ETA 04:57:22 2020-12-01 14:10:46 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 14:12:51 [INFO] [EVAL] #Images=1449 mIoU=0.6040 Acc=0.9062 Kappa=0.7890 2020-12-01 14:12:51 [INFO] [EVAL] Class IoU: [0.9067 0.8121 0.3672 0.562 0.5531 0.6292 0.8577 0.7404 0.6544 0.2613 0.7051 0.2559 0.5896 0.7064 0.7399 0.7669 0.351 0.5552 0.426 0.7315 0.5122] 2020-12-01 14:12:51 [INFO] [EVAL] Class Acc: [0.9402 0.9181 0.3922 0.6059 0.7302 0.8288 0.9396 0.8055 0.8838 0.6369 0.8722 0.9679 0.6592 0.8608 0.8597 0.9219 0.8179 0.5833 0.8002 0.8194 0.8146] 2020-12-01 14:12:53 [INFO] [EVAL] The model with the best validation mIoU (0.6040) was saved at iter 4000. 2020-12-01 14:12:58 [INFO] [TRAIN] epoch=7, iter=4010/40000, loss=0.9502, lr=0.009093, batch_cost=0.4907, reader_cost=0.0015 | ETA 04:54:21 2020-12-01 14:13:03 [INFO] [TRAIN] epoch=7, iter=4020/40000, loss=2.1700, lr=0.009091, batch_cost=0.4930, reader_cost=0.0011 | ETA 04:55:39 2020-12-01 14:13:08 [INFO] [TRAIN] epoch=7, iter=4030/40000, loss=1.2954, lr=0.009089, batch_cost=0.4873, reader_cost=0.0014 | ETA 04:52:06 2020-12-01 14:13:13 [INFO] [TRAIN] epoch=7, iter=4040/40000, loss=2.1071, lr=0.009086, batch_cost=0.4911, reader_cost=0.0008 | ETA 04:54:19 2020-12-01 14:13:18 [INFO] [TRAIN] epoch=7, iter=4050/40000, loss=2.0778, lr=0.009084, batch_cost=0.4981, reader_cost=0.0005 | ETA 04:58:27 2020-12-01 14:13:23 [INFO] [TRAIN] epoch=7, iter=4060/40000, loss=1.1307, lr=0.009082, batch_cost=0.4996, reader_cost=0.0015 | ETA 04:59:14 2020-12-01 14:13:28 [INFO] [TRAIN] epoch=7, iter=4070/40000, loss=0.9658, lr=0.009080, batch_cost=0.4922, reader_cost=0.0012 | ETA 04:54:43 2020-12-01 14:13:33 [INFO] [TRAIN] epoch=7, iter=4080/40000, loss=1.4215, lr=0.009077, batch_cost=0.5039, reader_cost=0.0014 | ETA 05:01:41 2020-12-01 14:13:38 [INFO] [TRAIN] epoch=7, iter=4090/40000, loss=1.4578, lr=0.009075, batch_cost=0.4952, reader_cost=0.0011 | ETA 04:56:22 2020-12-01 14:13:43 [INFO] [TRAIN] epoch=7, iter=4100/40000, loss=1.0912, lr=0.009073, batch_cost=0.4990, reader_cost=0.0013 | ETA 04:58:34 2020-12-01 14:13:47 [INFO] [TRAIN] epoch=7, iter=4110/40000, loss=1.3249, lr=0.009071, batch_cost=0.4915, reader_cost=0.0012 | ETA 04:54:00 2020-12-01 14:13:52 [INFO] [TRAIN] epoch=7, iter=4120/40000, loss=1.9070, lr=0.009068, batch_cost=0.4970, reader_cost=0.0003 | ETA 04:57:10 2020-12-01 14:13:57 [INFO] [TRAIN] epoch=7, iter=4130/40000, loss=1.9439, lr=0.009066, batch_cost=0.5060, reader_cost=0.0018 | ETA 05:02:31 2020-12-01 14:14:03 [INFO] [TRAIN] epoch=7, iter=4140/40000, loss=1.4684, lr=0.009064, batch_cost=0.5058, reader_cost=0.0016 | ETA 05:02:17 2020-12-01 14:14:08 [INFO] [TRAIN] epoch=7, iter=4150/40000, loss=1.4578, lr=0.009061, batch_cost=0.4996, reader_cost=0.0010 | ETA 04:58:29 2020-12-01 14:14:12 [INFO] [TRAIN] epoch=7, iter=4160/40000, loss=1.6596, lr=0.009059, batch_cost=0.4926, reader_cost=0.0014 | ETA 04:54:15 2020-12-01 14:14:17 [INFO] [TRAIN] epoch=7, iter=4170/40000, loss=1.5200, lr=0.009057, batch_cost=0.4905, reader_cost=0.0003 | ETA 04:52:53 2020-12-01 14:14:22 [INFO] [TRAIN] epoch=7, iter=4180/40000, loss=1.1747, lr=0.009055, batch_cost=0.4963, reader_cost=0.0010 | ETA 04:56:17 2020-12-01 14:14:27 [INFO] [TRAIN] epoch=7, iter=4190/40000, loss=1.9337, lr=0.009052, batch_cost=0.4990, reader_cost=0.0009 | ETA 04:57:50 2020-12-01 14:14:32 [INFO] [TRAIN] epoch=7, iter=4200/40000, loss=1.5143, lr=0.009050, batch_cost=0.4955, reader_cost=0.0004 | ETA 04:55:37 2020-12-01 14:14:37 [INFO] [TRAIN] epoch=7, iter=4210/40000, loss=1.4869, lr=0.009048, batch_cost=0.4982, reader_cost=0.0021 | ETA 04:57:10 2020-12-01 14:14:42 [INFO] [TRAIN] epoch=7, iter=4220/40000, loss=0.7428, lr=0.009046, batch_cost=0.4982, reader_cost=0.0007 | ETA 04:57:05 2020-12-01 14:14:47 [INFO] [TRAIN] epoch=7, iter=4230/40000, loss=1.1507, lr=0.009043, batch_cost=0.4849, reader_cost=0.0003 | ETA 04:49:05 2020-12-01 14:14:52 [INFO] [TRAIN] epoch=7, iter=4240/40000, loss=1.0731, lr=0.009041, batch_cost=0.4981, reader_cost=0.0002 | ETA 04:56:52 2020-12-01 14:14:57 [INFO] [TRAIN] epoch=7, iter=4250/40000, loss=0.9106, lr=0.009039, batch_cost=0.4909, reader_cost=0.0003 | ETA 04:52:30 2020-12-01 14:15:02 [INFO] [TRAIN] epoch=7, iter=4260/40000, loss=1.8924, lr=0.009036, batch_cost=0.4890, reader_cost=0.0006 | ETA 04:51:18 2020-12-01 14:15:07 [INFO] [TRAIN] epoch=7, iter=4270/40000, loss=1.8177, lr=0.009034, batch_cost=0.4978, reader_cost=0.0004 | ETA 04:56:25 2020-12-01 14:15:12 [INFO] [TRAIN] epoch=7, iter=4280/40000, loss=1.7401, lr=0.009032, batch_cost=0.5031, reader_cost=0.0003 | ETA 04:59:32 2020-12-01 14:15:17 [INFO] [TRAIN] epoch=7, iter=4290/40000, loss=1.0557, lr=0.009030, batch_cost=0.5042, reader_cost=0.0013 | ETA 05:00:03 2020-12-01 14:15:22 [INFO] [TRAIN] epoch=7, iter=4300/40000, loss=0.9656, lr=0.009027, batch_cost=0.5012, reader_cost=0.0010 | ETA 04:58:11 2020-12-01 14:15:27 [INFO] [TRAIN] epoch=7, iter=4310/40000, loss=1.1765, lr=0.009025, batch_cost=0.5029, reader_cost=0.0007 | ETA 04:59:08 2020-12-01 14:15:32 [INFO] [TRAIN] epoch=7, iter=4320/40000, loss=1.3163, lr=0.009023, batch_cost=0.5017, reader_cost=0.0008 | ETA 04:58:20 2020-12-01 14:15:37 [INFO] [TRAIN] epoch=7, iter=4330/40000, loss=1.2390, lr=0.009020, batch_cost=0.4965, reader_cost=0.0004 | ETA 04:55:09 2020-12-01 14:15:42 [INFO] [TRAIN] epoch=7, iter=4340/40000, loss=1.7125, lr=0.009018, batch_cost=0.5029, reader_cost=0.0006 | ETA 04:58:52 2020-12-01 14:15:47 [INFO] [TRAIN] epoch=7, iter=4350/40000, loss=1.7373, lr=0.009016, batch_cost=0.4997, reader_cost=0.0009 | ETA 04:56:53 2020-12-01 14:15:52 [INFO] [TRAIN] epoch=7, iter=4360/40000, loss=1.6646, lr=0.009014, batch_cost=0.4983, reader_cost=0.0009 | ETA 04:55:59 2020-12-01 14:15:57 [INFO] [TRAIN] epoch=7, iter=4370/40000, loss=1.2459, lr=0.009011, batch_cost=0.5013, reader_cost=0.0004 | ETA 04:57:43 2020-12-01 14:16:02 [INFO] [TRAIN] epoch=7, iter=4380/40000, loss=1.2089, lr=0.009009, batch_cost=0.4990, reader_cost=0.0005 | ETA 04:56:15 2020-12-01 14:16:07 [INFO] [TRAIN] epoch=7, iter=4390/40000, loss=1.5396, lr=0.009007, batch_cost=0.5017, reader_cost=0.0001 | ETA 04:57:43 2020-12-01 14:16:12 [INFO] [TRAIN] epoch=7, iter=4400/40000, loss=1.4308, lr=0.009005, batch_cost=0.5063, reader_cost=0.0010 | ETA 05:00:23 2020-12-01 14:16:17 [INFO] [TRAIN] epoch=7, iter=4410/40000, loss=1.3240, lr=0.009002, batch_cost=0.4937, reader_cost=0.0022 | ETA 04:52:49 2020-12-01 14:16:22 [INFO] [TRAIN] epoch=7, iter=4420/40000, loss=1.3870, lr=0.009000, batch_cost=0.5051, reader_cost=0.0013 | ETA 04:59:30 2020-12-01 14:16:27 [INFO] [TRAIN] epoch=7, iter=4430/40000, loss=1.3172, lr=0.008998, batch_cost=0.4961, reader_cost=0.0006 | ETA 04:54:06 2020-12-01 14:16:32 [INFO] [TRAIN] epoch=7, iter=4440/40000, loss=1.0896, lr=0.008995, batch_cost=0.4944, reader_cost=0.0004 | ETA 04:53:01 2020-12-01 14:16:37 [INFO] [TRAIN] epoch=7, iter=4450/40000, loss=1.1744, lr=0.008993, batch_cost=0.4954, reader_cost=0.0008 | ETA 04:53:30 2020-12-01 14:16:42 [INFO] [TRAIN] epoch=7, iter=4460/40000, loss=1.4320, lr=0.008991, batch_cost=0.5038, reader_cost=0.0006 | ETA 04:58:26 2020-12-01 14:16:47 [INFO] [TRAIN] epoch=7, iter=4470/40000, loss=0.9423, lr=0.008989, batch_cost=0.4947, reader_cost=0.0003 | ETA 04:52:55 2020-12-01 14:16:52 [INFO] [TRAIN] epoch=7, iter=4480/40000, loss=1.1607, lr=0.008986, batch_cost=0.4983, reader_cost=0.0017 | ETA 04:54:59 2020-12-01 14:16:57 [INFO] [TRAIN] epoch=7, iter=4490/40000, loss=1.1581, lr=0.008984, batch_cost=0.5031, reader_cost=0.0003 | ETA 04:57:43 2020-12-01 14:17:02 [INFO] [TRAIN] epoch=7, iter=4500/40000, loss=1.4881, lr=0.008982, batch_cost=0.5051, reader_cost=0.0012 | ETA 04:58:51 2020-12-01 14:17:07 [INFO] [TRAIN] epoch=7, iter=4510/40000, loss=1.1365, lr=0.008980, batch_cost=0.4900, reader_cost=0.0010 | ETA 04:49:48 2020-12-01 14:17:12 [INFO] [TRAIN] epoch=7, iter=4520/40000, loss=1.4871, lr=0.008977, batch_cost=0.4971, reader_cost=0.0005 | ETA 04:53:58 2020-12-01 14:17:17 [INFO] [TRAIN] epoch=7, iter=4530/40000, loss=1.5643, lr=0.008975, batch_cost=0.4929, reader_cost=0.0009 | ETA 04:51:23 2020-12-01 14:17:22 [INFO] [TRAIN] epoch=7, iter=4540/40000, loss=0.9162, lr=0.008973, batch_cost=0.4908, reader_cost=0.0004 | ETA 04:50:04 2020-12-01 14:17:27 [INFO] [TRAIN] epoch=7, iter=4550/40000, loss=1.3565, lr=0.008970, batch_cost=0.4924, reader_cost=0.0007 | ETA 04:50:55 2020-12-01 14:17:32 [INFO] [TRAIN] epoch=7, iter=4560/40000, loss=1.0554, lr=0.008968, batch_cost=0.5010, reader_cost=0.0002 | ETA 04:55:54 2020-12-01 14:17:36 [INFO] [TRAIN] epoch=7, iter=4570/40000, loss=1.5379, lr=0.008966, batch_cost=0.4829, reader_cost=0.0003 | ETA 04:45:09 2020-12-01 14:17:41 [INFO] [TRAIN] epoch=7, iter=4580/40000, loss=1.5183, lr=0.008964, batch_cost=0.4952, reader_cost=0.0013 | ETA 04:52:20 2020-12-01 14:17:46 [INFO] [TRAIN] epoch=7, iter=4590/40000, loss=0.9712, lr=0.008961, batch_cost=0.4934, reader_cost=0.0009 | ETA 04:51:10 2020-12-01 14:17:51 [INFO] [TRAIN] epoch=7, iter=4600/40000, loss=1.2905, lr=0.008959, batch_cost=0.5015, reader_cost=0.0014 | ETA 04:55:52 2020-12-01 14:17:56 [INFO] [TRAIN] epoch=7, iter=4610/40000, loss=1.1301, lr=0.008957, batch_cost=0.5054, reader_cost=0.0015 | ETA 04:58:07 2020-12-01 14:18:01 [INFO] [TRAIN] epoch=7, iter=4620/40000, loss=1.3577, lr=0.008954, batch_cost=0.4857, reader_cost=0.0010 | ETA 04:46:23 2020-12-01 14:18:07 [INFO] [TRAIN] epoch=8, iter=4630/40000, loss=1.1317, lr=0.008952, batch_cost=0.5782, reader_cost=0.0624 | ETA 05:40:50 2020-12-01 14:18:12 [INFO] [TRAIN] epoch=8, iter=4640/40000, loss=0.9770, lr=0.008950, batch_cost=0.4873, reader_cost=0.0003 | ETA 04:47:12 2020-12-01 14:18:17 [INFO] [TRAIN] epoch=8, iter=4650/40000, loss=0.8637, lr=0.008948, batch_cost=0.4813, reader_cost=0.0005 | ETA 04:43:35 2020-12-01 14:18:22 [INFO] [TRAIN] epoch=8, iter=4660/40000, loss=1.0772, lr=0.008945, batch_cost=0.4866, reader_cost=0.0006 | ETA 04:46:35 2020-12-01 14:18:26 [INFO] [TRAIN] epoch=8, iter=4670/40000, loss=1.4091, lr=0.008943, batch_cost=0.4895, reader_cost=0.0002 | ETA 04:48:14 2020-12-01 14:18:31 [INFO] [TRAIN] epoch=8, iter=4680/40000, loss=1.3030, lr=0.008941, batch_cost=0.4928, reader_cost=0.0007 | ETA 04:50:05 2020-12-01 14:18:36 [INFO] [TRAIN] epoch=8, iter=4690/40000, loss=1.6024, lr=0.008939, batch_cost=0.4941, reader_cost=0.0009 | ETA 04:50:45 2020-12-01 14:18:41 [INFO] [TRAIN] epoch=8, iter=4700/40000, loss=1.3058, lr=0.008936, batch_cost=0.4970, reader_cost=0.0008 | ETA 04:52:22 2020-12-01 14:18:46 [INFO] [TRAIN] epoch=8, iter=4710/40000, loss=1.1710, lr=0.008934, batch_cost=0.4919, reader_cost=0.0017 | ETA 04:49:20 2020-12-01 14:18:51 [INFO] [TRAIN] epoch=8, iter=4720/40000, loss=1.8900, lr=0.008932, batch_cost=0.4981, reader_cost=0.0016 | ETA 04:52:52 2020-12-01 14:18:56 [INFO] [TRAIN] epoch=8, iter=4730/40000, loss=1.9942, lr=0.008929, batch_cost=0.4973, reader_cost=0.0009 | ETA 04:52:18 2020-12-01 14:19:01 [INFO] [TRAIN] epoch=8, iter=4740/40000, loss=1.1513, lr=0.008927, batch_cost=0.4893, reader_cost=0.0008 | ETA 04:47:34 2020-12-01 14:19:06 [INFO] [TRAIN] epoch=8, iter=4750/40000, loss=1.5346, lr=0.008925, batch_cost=0.4942, reader_cost=0.0003 | ETA 04:50:21 2020-12-01 14:19:11 [INFO] [TRAIN] epoch=8, iter=4760/40000, loss=1.4450, lr=0.008923, batch_cost=0.4940, reader_cost=0.0008 | ETA 04:50:08 2020-12-01 14:19:16 [INFO] [TRAIN] epoch=8, iter=4770/40000, loss=1.1956, lr=0.008920, batch_cost=0.4854, reader_cost=0.0006 | ETA 04:45:02 2020-12-01 14:19:21 [INFO] [TRAIN] epoch=8, iter=4780/40000, loss=1.1510, lr=0.008918, batch_cost=0.4906, reader_cost=0.0012 | ETA 04:47:57 2020-12-01 14:19:26 [INFO] [TRAIN] epoch=8, iter=4790/40000, loss=1.5847, lr=0.008916, batch_cost=0.5000, reader_cost=0.0004 | ETA 04:53:25 2020-12-01 14:19:31 [INFO] [TRAIN] epoch=8, iter=4800/40000, loss=1.3797, lr=0.008913, batch_cost=0.5009, reader_cost=0.0011 | ETA 04:53:51 2020-12-01 14:19:36 [INFO] [TRAIN] epoch=8, iter=4810/40000, loss=2.0737, lr=0.008911, batch_cost=0.5171, reader_cost=0.0037 | ETA 05:03:16 2020-12-01 14:19:41 [INFO] [TRAIN] epoch=8, iter=4820/40000, loss=1.3329, lr=0.008909, batch_cost=0.4948, reader_cost=0.0007 | ETA 04:50:05 2020-12-01 14:19:46 [INFO] [TRAIN] epoch=8, iter=4830/40000, loss=1.1344, lr=0.008907, batch_cost=0.4946, reader_cost=0.0017 | ETA 04:49:56 2020-12-01 14:19:51 [INFO] [TRAIN] epoch=8, iter=4840/40000, loss=1.0374, lr=0.008904, batch_cost=0.4854, reader_cost=0.0010 | ETA 04:44:27 2020-12-01 14:19:56 [INFO] [TRAIN] epoch=8, iter=4850/40000, loss=1.5342, lr=0.008902, batch_cost=0.4984, reader_cost=0.0004 | ETA 04:51:59 2020-12-01 14:20:01 [INFO] [TRAIN] epoch=8, iter=4860/40000, loss=1.3833, lr=0.008900, batch_cost=0.4873, reader_cost=0.0018 | ETA 04:45:24 2020-12-01 14:20:05 [INFO] [TRAIN] epoch=8, iter=4870/40000, loss=1.0488, lr=0.008897, batch_cost=0.4913, reader_cost=0.0013 | ETA 04:47:40 2020-12-01 14:20:10 [INFO] [TRAIN] epoch=8, iter=4880/40000, loss=0.9937, lr=0.008895, batch_cost=0.4942, reader_cost=0.0010 | ETA 04:49:15 2020-12-01 14:20:15 [INFO] [TRAIN] epoch=8, iter=4890/40000, loss=1.2132, lr=0.008893, batch_cost=0.4926, reader_cost=0.0011 | ETA 04:48:14 2020-12-01 14:20:20 [INFO] [TRAIN] epoch=8, iter=4900/40000, loss=1.4981, lr=0.008891, batch_cost=0.4949, reader_cost=0.0023 | ETA 04:49:31 2020-12-01 14:20:25 [INFO] [TRAIN] epoch=8, iter=4910/40000, loss=0.8759, lr=0.008888, batch_cost=0.4992, reader_cost=0.0013 | ETA 04:51:56 2020-12-01 14:20:30 [INFO] [TRAIN] epoch=8, iter=4920/40000, loss=1.7609, lr=0.008886, batch_cost=0.4966, reader_cost=0.0009 | ETA 04:50:22 2020-12-01 14:20:35 [INFO] [TRAIN] epoch=8, iter=4930/40000, loss=1.3934, lr=0.008884, batch_cost=0.4934, reader_cost=0.0012 | ETA 04:48:22 2020-12-01 14:20:40 [INFO] [TRAIN] epoch=8, iter=4940/40000, loss=1.1359, lr=0.008882, batch_cost=0.4936, reader_cost=0.0004 | ETA 04:48:25 2020-12-01 14:20:45 [INFO] [TRAIN] epoch=8, iter=4950/40000, loss=1.1674, lr=0.008879, batch_cost=0.4959, reader_cost=0.0008 | ETA 04:49:41 2020-12-01 14:20:50 [INFO] [TRAIN] epoch=8, iter=4960/40000, loss=1.5956, lr=0.008877, batch_cost=0.4891, reader_cost=0.0003 | ETA 04:45:39 2020-12-01 14:20:55 [INFO] [TRAIN] epoch=8, iter=4970/40000, loss=1.3441, lr=0.008875, batch_cost=0.4912, reader_cost=0.0015 | ETA 04:46:45 2020-12-01 14:21:00 [INFO] [TRAIN] epoch=8, iter=4980/40000, loss=0.8327, lr=0.008872, batch_cost=0.4882, reader_cost=0.0011 | ETA 04:44:57 2020-12-01 14:21:05 [INFO] [TRAIN] epoch=8, iter=4990/40000, loss=1.6712, lr=0.008870, batch_cost=0.4984, reader_cost=0.0007 | ETA 04:50:50 2020-12-01 14:21:10 [INFO] [TRAIN] epoch=8, iter=5000/40000, loss=1.2340, lr=0.008868, batch_cost=0.4941, reader_cost=0.0015 | ETA 04:48:14 2020-12-01 14:21:15 [INFO] [TRAIN] epoch=8, iter=5010/40000, loss=1.4386, lr=0.008866, batch_cost=0.4989, reader_cost=0.0008 | ETA 04:50:56 2020-12-01 14:21:20 [INFO] [TRAIN] epoch=8, iter=5020/40000, loss=1.3336, lr=0.008863, batch_cost=0.4915, reader_cost=0.0018 | ETA 04:46:32 2020-12-01 14:21:24 [INFO] [TRAIN] epoch=8, iter=5030/40000, loss=0.9119, lr=0.008861, batch_cost=0.4879, reader_cost=0.0004 | ETA 04:44:20 2020-12-01 14:21:29 [INFO] [TRAIN] epoch=8, iter=5040/40000, loss=1.2297, lr=0.008859, batch_cost=0.4972, reader_cost=0.0007 | ETA 04:49:43 2020-12-01 14:21:34 [INFO] [TRAIN] epoch=8, iter=5050/40000, loss=1.0190, lr=0.008856, batch_cost=0.4893, reader_cost=0.0003 | ETA 04:45:00 2020-12-01 14:21:39 [INFO] [TRAIN] epoch=8, iter=5060/40000, loss=1.7828, lr=0.008854, batch_cost=0.4926, reader_cost=0.0007 | ETA 04:46:52 2020-12-01 14:21:44 [INFO] [TRAIN] epoch=8, iter=5070/40000, loss=1.0629, lr=0.008852, batch_cost=0.4962, reader_cost=0.0006 | ETA 04:48:52 2020-12-01 14:21:49 [INFO] [TRAIN] epoch=8, iter=5080/40000, loss=1.4695, lr=0.008850, batch_cost=0.4876, reader_cost=0.0003 | ETA 04:43:48 2020-12-01 14:21:54 [INFO] [TRAIN] epoch=8, iter=5090/40000, loss=1.0537, lr=0.008847, batch_cost=0.4877, reader_cost=0.0005 | ETA 04:43:47 2020-12-01 14:21:59 [INFO] [TRAIN] epoch=8, iter=5100/40000, loss=1.4432, lr=0.008845, batch_cost=0.4895, reader_cost=0.0004 | ETA 04:44:42 2020-12-01 14:22:04 [INFO] [TRAIN] epoch=8, iter=5110/40000, loss=1.4531, lr=0.008843, batch_cost=0.4891, reader_cost=0.0007 | ETA 04:44:23 2020-12-01 14:22:09 [INFO] [TRAIN] epoch=8, iter=5120/40000, loss=1.3414, lr=0.008840, batch_cost=0.4871, reader_cost=0.0003 | ETA 04:43:08 2020-12-01 14:22:14 [INFO] [TRAIN] epoch=8, iter=5130/40000, loss=1.0570, lr=0.008838, batch_cost=0.4915, reader_cost=0.0005 | ETA 04:45:37 2020-12-01 14:22:18 [INFO] [TRAIN] epoch=8, iter=5140/40000, loss=1.8730, lr=0.008836, batch_cost=0.4910, reader_cost=0.0013 | ETA 04:45:17 2020-12-01 14:22:23 [INFO] [TRAIN] epoch=8, iter=5150/40000, loss=1.5041, lr=0.008834, batch_cost=0.4864, reader_cost=0.0001 | ETA 04:42:29 2020-12-01 14:22:28 [INFO] [TRAIN] epoch=8, iter=5160/40000, loss=1.8850, lr=0.008831, batch_cost=0.4898, reader_cost=0.0005 | ETA 04:44:25 2020-12-01 14:22:33 [INFO] [TRAIN] epoch=8, iter=5170/40000, loss=1.3424, lr=0.008829, batch_cost=0.4949, reader_cost=0.0009 | ETA 04:47:18 2020-12-01 14:22:38 [INFO] [TRAIN] epoch=8, iter=5180/40000, loss=1.3101, lr=0.008827, batch_cost=0.4909, reader_cost=0.0003 | ETA 04:44:54 2020-12-01 14:22:43 [INFO] [TRAIN] epoch=8, iter=5190/40000, loss=1.6586, lr=0.008825, batch_cost=0.4990, reader_cost=0.0003 | ETA 04:49:30 2020-12-01 14:22:48 [INFO] [TRAIN] epoch=8, iter=5200/40000, loss=1.7244, lr=0.008822, batch_cost=0.4946, reader_cost=0.0003 | ETA 04:46:52 2020-12-01 14:22:53 [INFO] [TRAIN] epoch=8, iter=5210/40000, loss=1.6247, lr=0.008820, batch_cost=0.4970, reader_cost=0.0001 | ETA 04:48:10 2020-12-01 14:22:58 [INFO] [TRAIN] epoch=8, iter=5220/40000, loss=1.5698, lr=0.008818, batch_cost=0.4977, reader_cost=0.0012 | ETA 04:48:29 2020-12-01 14:23:03 [INFO] [TRAIN] epoch=8, iter=5230/40000, loss=1.3703, lr=0.008815, batch_cost=0.4947, reader_cost=0.0012 | ETA 04:46:38 2020-12-01 14:23:08 [INFO] [TRAIN] epoch=8, iter=5240/40000, loss=1.2184, lr=0.008813, batch_cost=0.4904, reader_cost=0.0009 | ETA 04:44:05 2020-12-01 14:23:13 [INFO] [TRAIN] epoch=8, iter=5250/40000, loss=1.2382, lr=0.008811, batch_cost=0.4963, reader_cost=0.0008 | ETA 04:47:25 2020-12-01 14:23:18 [INFO] [TRAIN] epoch=8, iter=5260/40000, loss=1.1814, lr=0.008809, batch_cost=0.5024, reader_cost=0.0006 | ETA 04:50:53 2020-12-01 14:23:23 [INFO] [TRAIN] epoch=8, iter=5270/40000, loss=1.1367, lr=0.008806, batch_cost=0.5045, reader_cost=0.0016 | ETA 04:51:59 2020-12-01 14:23:28 [INFO] [TRAIN] epoch=8, iter=5280/40000, loss=1.0702, lr=0.008804, batch_cost=0.4888, reader_cost=0.0006 | ETA 04:42:50 2020-12-01 14:23:33 [INFO] [TRAIN] epoch=9, iter=5290/40000, loss=1.5005, lr=0.008802, batch_cost=0.5724, reader_cost=0.0572 | ETA 05:31:08 2020-12-01 14:23:38 [INFO] [TRAIN] epoch=9, iter=5300/40000, loss=0.9853, lr=0.008799, batch_cost=0.4992, reader_cost=0.0013 | ETA 04:48:40 2020-12-01 14:23:43 [INFO] [TRAIN] epoch=9, iter=5310/40000, loss=1.4451, lr=0.008797, batch_cost=0.4910, reader_cost=0.0015 | ETA 04:43:51 2020-12-01 14:23:48 [INFO] [TRAIN] epoch=9, iter=5320/40000, loss=0.8795, lr=0.008795, batch_cost=0.4924, reader_cost=0.0008 | ETA 04:44:37 2020-12-01 14:23:53 [INFO] [TRAIN] epoch=9, iter=5330/40000, loss=0.9384, lr=0.008793, batch_cost=0.4831, reader_cost=0.0009 | ETA 04:39:10 2020-12-01 14:23:58 [INFO] [TRAIN] epoch=9, iter=5340/40000, loss=1.1230, lr=0.008790, batch_cost=0.4867, reader_cost=0.0005 | ETA 04:41:08 2020-12-01 14:24:03 [INFO] [TRAIN] epoch=9, iter=5350/40000, loss=2.0599, lr=0.008788, batch_cost=0.4913, reader_cost=0.0007 | ETA 04:43:44 2020-12-01 14:24:08 [INFO] [TRAIN] epoch=9, iter=5360/40000, loss=0.9545, lr=0.008786, batch_cost=0.4916, reader_cost=0.0004 | ETA 04:43:50 2020-12-01 14:24:13 [INFO] [TRAIN] epoch=9, iter=5370/40000, loss=1.2272, lr=0.008783, batch_cost=0.4912, reader_cost=0.0012 | ETA 04:43:31 2020-12-01 14:24:18 [INFO] [TRAIN] epoch=9, iter=5380/40000, loss=1.3548, lr=0.008781, batch_cost=0.4905, reader_cost=0.0005 | ETA 04:43:00 2020-12-01 14:24:23 [INFO] [TRAIN] epoch=9, iter=5390/40000, loss=0.8734, lr=0.008779, batch_cost=0.5004, reader_cost=0.0007 | ETA 04:48:39 2020-12-01 14:24:28 [INFO] [TRAIN] epoch=9, iter=5400/40000, loss=0.8729, lr=0.008777, batch_cost=0.4999, reader_cost=0.0003 | ETA 04:48:17 2020-12-01 14:24:33 [INFO] [TRAIN] epoch=9, iter=5410/40000, loss=1.3058, lr=0.008774, batch_cost=0.4923, reader_cost=0.0003 | ETA 04:43:49 2020-12-01 14:24:37 [INFO] [TRAIN] epoch=9, iter=5420/40000, loss=1.0072, lr=0.008772, batch_cost=0.4883, reader_cost=0.0007 | ETA 04:41:26 2020-12-01 14:24:42 [INFO] [TRAIN] epoch=9, iter=5430/40000, loss=1.1404, lr=0.008770, batch_cost=0.4916, reader_cost=0.0001 | ETA 04:43:14 2020-12-01 14:24:47 [INFO] [TRAIN] epoch=9, iter=5440/40000, loss=1.1295, lr=0.008767, batch_cost=0.4958, reader_cost=0.0003 | ETA 04:45:36 2020-12-01 14:24:52 [INFO] [TRAIN] epoch=9, iter=5450/40000, loss=1.7821, lr=0.008765, batch_cost=0.4914, reader_cost=0.0002 | ETA 04:42:57 2020-12-01 14:24:57 [INFO] [TRAIN] epoch=9, iter=5460/40000, loss=1.2031, lr=0.008763, batch_cost=0.5036, reader_cost=0.0003 | ETA 04:49:52 2020-12-01 14:25:02 [INFO] [TRAIN] epoch=9, iter=5470/40000, loss=1.2384, lr=0.008761, batch_cost=0.4852, reader_cost=0.0005 | ETA 04:39:14 2020-12-01 14:25:07 [INFO] [TRAIN] epoch=9, iter=5480/40000, loss=0.7414, lr=0.008758, batch_cost=0.4869, reader_cost=0.0007 | ETA 04:40:08 2020-12-01 14:25:12 [INFO] [TRAIN] epoch=9, iter=5490/40000, loss=1.0534, lr=0.008756, batch_cost=0.4966, reader_cost=0.0016 | ETA 04:45:38 2020-12-01 14:25:17 [INFO] [TRAIN] epoch=9, iter=5500/40000, loss=1.4712, lr=0.008754, batch_cost=0.4930, reader_cost=0.0009 | ETA 04:43:27 2020-12-01 14:25:22 [INFO] [TRAIN] epoch=9, iter=5510/40000, loss=1.6126, lr=0.008751, batch_cost=0.4960, reader_cost=0.0014 | ETA 04:45:08 2020-12-01 14:25:27 [INFO] [TRAIN] epoch=9, iter=5520/40000, loss=1.6798, lr=0.008749, batch_cost=0.4922, reader_cost=0.0010 | ETA 04:42:51 2020-12-01 14:25:32 [INFO] [TRAIN] epoch=9, iter=5530/40000, loss=1.4991, lr=0.008747, batch_cost=0.4903, reader_cost=0.0009 | ETA 04:41:41 2020-12-01 14:25:37 [INFO] [TRAIN] epoch=9, iter=5540/40000, loss=1.1030, lr=0.008745, batch_cost=0.5047, reader_cost=0.0010 | ETA 04:49:51 2020-12-01 14:25:42 [INFO] [TRAIN] epoch=9, iter=5550/40000, loss=0.7285, lr=0.008742, batch_cost=0.4993, reader_cost=0.0018 | ETA 04:46:39 2020-12-01 14:25:47 [INFO] [TRAIN] epoch=9, iter=5560/40000, loss=1.1245, lr=0.008740, batch_cost=0.4943, reader_cost=0.0008 | ETA 04:43:43 2020-12-01 14:25:52 [INFO] [TRAIN] epoch=9, iter=5570/40000, loss=1.4150, lr=0.008738, batch_cost=0.4913, reader_cost=0.0003 | ETA 04:41:54 2020-12-01 14:25:57 [INFO] [TRAIN] epoch=9, iter=5580/40000, loss=1.0560, lr=0.008735, batch_cost=0.4959, reader_cost=0.0006 | ETA 04:44:28 2020-12-01 14:26:01 [INFO] [TRAIN] epoch=9, iter=5590/40000, loss=1.1586, lr=0.008733, batch_cost=0.4961, reader_cost=0.0007 | ETA 04:44:32 2020-12-01 14:26:06 [INFO] [TRAIN] epoch=9, iter=5600/40000, loss=1.3086, lr=0.008731, batch_cost=0.4965, reader_cost=0.0014 | ETA 04:44:40 2020-12-01 14:26:11 [INFO] [TRAIN] epoch=9, iter=5610/40000, loss=1.2590, lr=0.008729, batch_cost=0.4924, reader_cost=0.0016 | ETA 04:42:15 2020-12-01 14:26:16 [INFO] [TRAIN] epoch=9, iter=5620/40000, loss=1.0899, lr=0.008726, batch_cost=0.4963, reader_cost=0.0014 | ETA 04:44:23 2020-12-01 14:26:21 [INFO] [TRAIN] epoch=9, iter=5630/40000, loss=1.1141, lr=0.008724, batch_cost=0.5022, reader_cost=0.0015 | ETA 04:47:42 2020-12-01 14:26:26 [INFO] [TRAIN] epoch=9, iter=5640/40000, loss=1.2051, lr=0.008722, batch_cost=0.4935, reader_cost=0.0010 | ETA 04:42:38 2020-12-01 14:26:31 [INFO] [TRAIN] epoch=9, iter=5650/40000, loss=1.1936, lr=0.008719, batch_cost=0.4977, reader_cost=0.0008 | ETA 04:44:54 2020-12-01 14:26:36 [INFO] [TRAIN] epoch=9, iter=5660/40000, loss=1.0339, lr=0.008717, batch_cost=0.4831, reader_cost=0.0002 | ETA 04:36:29 2020-12-01 14:26:41 [INFO] [TRAIN] epoch=9, iter=5670/40000, loss=1.5477, lr=0.008715, batch_cost=0.4944, reader_cost=0.0011 | ETA 04:42:51 2020-12-01 14:26:46 [INFO] [TRAIN] epoch=9, iter=5680/40000, loss=1.1681, lr=0.008713, batch_cost=0.5005, reader_cost=0.0007 | ETA 04:46:17 2020-12-01 14:26:51 [INFO] [TRAIN] epoch=9, iter=5690/40000, loss=0.6904, lr=0.008710, batch_cost=0.4968, reader_cost=0.0011 | ETA 04:44:05 2020-12-01 14:26:56 [INFO] [TRAIN] epoch=9, iter=5700/40000, loss=1.1646, lr=0.008708, batch_cost=0.5045, reader_cost=0.0014 | ETA 04:48:25 2020-12-01 14:27:01 [INFO] [TRAIN] epoch=9, iter=5710/40000, loss=1.2527, lr=0.008706, batch_cost=0.5039, reader_cost=0.0016 | ETA 04:47:58 2020-12-01 14:27:06 [INFO] [TRAIN] epoch=9, iter=5720/40000, loss=0.9296, lr=0.008704, batch_cost=0.5006, reader_cost=0.0008 | ETA 04:45:59 2020-12-01 14:27:11 [INFO] [TRAIN] epoch=9, iter=5730/40000, loss=1.1945, lr=0.008701, batch_cost=0.4973, reader_cost=0.0005 | ETA 04:44:04 2020-12-01 14:27:16 [INFO] [TRAIN] epoch=9, iter=5740/40000, loss=0.9982, lr=0.008699, batch_cost=0.5014, reader_cost=0.0010 | ETA 04:46:16 2020-12-01 14:27:21 [INFO] [TRAIN] epoch=9, iter=5750/40000, loss=1.3627, lr=0.008697, batch_cost=0.4913, reader_cost=0.0005 | ETA 04:40:26 2020-12-01 14:27:26 [INFO] [TRAIN] epoch=9, iter=5760/40000, loss=1.3486, lr=0.008694, batch_cost=0.4983, reader_cost=0.0008 | ETA 04:44:22 2020-12-01 14:27:31 [INFO] [TRAIN] epoch=9, iter=5770/40000, loss=1.4785, lr=0.008692, batch_cost=0.5024, reader_cost=0.0014 | ETA 04:46:35 2020-12-01 14:27:36 [INFO] [TRAIN] epoch=9, iter=5780/40000, loss=1.3804, lr=0.008690, batch_cost=0.4984, reader_cost=0.0010 | ETA 04:44:14 2020-12-01 14:27:41 [INFO] [TRAIN] epoch=9, iter=5790/40000, loss=1.0225, lr=0.008688, batch_cost=0.4990, reader_cost=0.0008 | ETA 04:44:32 2020-12-01 14:27:46 [INFO] [TRAIN] epoch=9, iter=5800/40000, loss=1.3626, lr=0.008685, batch_cost=0.4978, reader_cost=0.0003 | ETA 04:43:44 2020-12-01 14:27:51 [INFO] [TRAIN] epoch=9, iter=5810/40000, loss=1.5085, lr=0.008683, batch_cost=0.4941, reader_cost=0.0011 | ETA 04:41:34 2020-12-01 14:27:56 [INFO] [TRAIN] epoch=9, iter=5820/40000, loss=1.2500, lr=0.008681, batch_cost=0.4914, reader_cost=0.0003 | ETA 04:39:57 2020-12-01 14:28:01 [INFO] [TRAIN] epoch=9, iter=5830/40000, loss=0.9969, lr=0.008678, batch_cost=0.5058, reader_cost=0.0021 | ETA 04:48:04 2020-12-01 14:28:06 [INFO] [TRAIN] epoch=9, iter=5840/40000, loss=1.2085, lr=0.008676, batch_cost=0.4968, reader_cost=0.0003 | ETA 04:42:50 2020-12-01 14:28:11 [INFO] [TRAIN] epoch=9, iter=5850/40000, loss=1.5666, lr=0.008674, batch_cost=0.4920, reader_cost=0.0003 | ETA 04:40:01 2020-12-01 14:28:16 [INFO] [TRAIN] epoch=9, iter=5860/40000, loss=1.9318, lr=0.008672, batch_cost=0.4906, reader_cost=0.0003 | ETA 04:39:10 2020-12-01 14:28:21 [INFO] [TRAIN] epoch=9, iter=5870/40000, loss=2.0569, lr=0.008669, batch_cost=0.4965, reader_cost=0.0009 | ETA 04:42:25 2020-12-01 14:28:26 [INFO] [TRAIN] epoch=9, iter=5880/40000, loss=1.6004, lr=0.008667, batch_cost=0.4950, reader_cost=0.0004 | ETA 04:41:28 2020-12-01 14:28:31 [INFO] [TRAIN] epoch=9, iter=5890/40000, loss=1.3025, lr=0.008665, batch_cost=0.4925, reader_cost=0.0001 | ETA 04:39:58 2020-12-01 14:28:35 [INFO] [TRAIN] epoch=9, iter=5900/40000, loss=1.0047, lr=0.008662, batch_cost=0.4900, reader_cost=0.0003 | ETA 04:38:28 2020-12-01 14:28:40 [INFO] [TRAIN] epoch=9, iter=5910/40000, loss=0.8974, lr=0.008660, batch_cost=0.4877, reader_cost=0.0003 | ETA 04:37:06 2020-12-01 14:28:45 [INFO] [TRAIN] epoch=9, iter=5920/40000, loss=1.1787, lr=0.008658, batch_cost=0.4917, reader_cost=0.0003 | ETA 04:39:18 2020-12-01 14:28:50 [INFO] [TRAIN] epoch=9, iter=5930/40000, loss=1.4088, lr=0.008656, batch_cost=0.4972, reader_cost=0.0004 | ETA 04:42:18 2020-12-01 14:28:55 [INFO] [TRAIN] epoch=9, iter=5940/40000, loss=1.3702, lr=0.008653, batch_cost=0.4904, reader_cost=0.0006 | ETA 04:38:22 2020-12-01 14:29:01 [INFO] [TRAIN] epoch=10, iter=5950/40000, loss=1.0285, lr=0.008651, batch_cost=0.5666, reader_cost=0.0598 | ETA 05:21:34 2020-12-01 14:29:06 [INFO] [TRAIN] epoch=10, iter=5960/40000, loss=1.5740, lr=0.008649, batch_cost=0.4832, reader_cost=0.0006 | ETA 04:34:07 2020-12-01 14:29:11 [INFO] [TRAIN] epoch=10, iter=5970/40000, loss=1.2487, lr=0.008646, batch_cost=0.4956, reader_cost=0.0007 | ETA 04:41:05 2020-12-01 14:29:15 [INFO] [TRAIN] epoch=10, iter=5980/40000, loss=0.9462, lr=0.008644, batch_cost=0.4882, reader_cost=0.0010 | ETA 04:36:48 2020-12-01 14:29:20 [INFO] [TRAIN] epoch=10, iter=5990/40000, loss=1.5720, lr=0.008642, batch_cost=0.5022, reader_cost=0.0005 | ETA 04:44:39 2020-12-01 14:29:25 [INFO] [TRAIN] epoch=10, iter=6000/40000, loss=1.2283, lr=0.008639, batch_cost=0.4906, reader_cost=0.0006 | ETA 04:37:59 2020-12-01 14:29:30 [INFO] [TRAIN] epoch=10, iter=6010/40000, loss=1.1745, lr=0.008637, batch_cost=0.4998, reader_cost=0.0003 | ETA 04:43:07 2020-12-01 14:29:35 [INFO] [TRAIN] epoch=10, iter=6020/40000, loss=1.0900, lr=0.008635, batch_cost=0.4994, reader_cost=0.0009 | ETA 04:42:49 2020-12-01 14:29:40 [INFO] [TRAIN] epoch=10, iter=6030/40000, loss=1.1197, lr=0.008633, batch_cost=0.4896, reader_cost=0.0003 | ETA 04:37:10 2020-12-01 14:29:45 [INFO] [TRAIN] epoch=10, iter=6040/40000, loss=1.3202, lr=0.008630, batch_cost=0.4863, reader_cost=0.0006 | ETA 04:35:15 2020-12-01 14:29:50 [INFO] [TRAIN] epoch=10, iter=6050/40000, loss=1.6333, lr=0.008628, batch_cost=0.5004, reader_cost=0.0008 | ETA 04:43:06 2020-12-01 14:29:55 [INFO] [TRAIN] epoch=10, iter=6060/40000, loss=1.0743, lr=0.008626, batch_cost=0.4887, reader_cost=0.0003 | ETA 04:36:26 2020-12-01 14:30:00 [INFO] [TRAIN] epoch=10, iter=6070/40000, loss=1.1133, lr=0.008623, batch_cost=0.4945, reader_cost=0.0006 | ETA 04:39:36 2020-12-01 14:30:05 [INFO] [TRAIN] epoch=10, iter=6080/40000, loss=1.1352, lr=0.008621, batch_cost=0.4929, reader_cost=0.0012 | ETA 04:38:37 2020-12-01 14:30:10 [INFO] [TRAIN] epoch=10, iter=6090/40000, loss=1.3631, lr=0.008619, batch_cost=0.4941, reader_cost=0.0015 | ETA 04:39:14 2020-12-01 14:30:15 [INFO] [TRAIN] epoch=10, iter=6100/40000, loss=1.3267, lr=0.008617, batch_cost=0.4955, reader_cost=0.0008 | ETA 04:39:57 2020-12-01 14:30:20 [INFO] [TRAIN] epoch=10, iter=6110/40000, loss=1.1395, lr=0.008614, batch_cost=0.4999, reader_cost=0.0007 | ETA 04:42:22 2020-12-01 14:30:25 [INFO] [TRAIN] epoch=10, iter=6120/40000, loss=1.4783, lr=0.008612, batch_cost=0.4946, reader_cost=0.0007 | ETA 04:39:17 2020-12-01 14:30:30 [INFO] [TRAIN] epoch=10, iter=6130/40000, loss=1.9673, lr=0.008610, batch_cost=0.4919, reader_cost=0.0006 | ETA 04:37:41 2020-12-01 14:30:35 [INFO] [TRAIN] epoch=10, iter=6140/40000, loss=1.2057, lr=0.008607, batch_cost=0.4903, reader_cost=0.0007 | ETA 04:36:40 2020-12-01 14:30:39 [INFO] [TRAIN] epoch=10, iter=6150/40000, loss=1.2232, lr=0.008605, batch_cost=0.4880, reader_cost=0.0003 | ETA 04:35:20 2020-12-01 14:30:44 [INFO] [TRAIN] epoch=10, iter=6160/40000, loss=0.9768, lr=0.008603, batch_cost=0.4902, reader_cost=0.0003 | ETA 04:36:28 2020-12-01 14:30:49 [INFO] [TRAIN] epoch=10, iter=6170/40000, loss=1.9481, lr=0.008601, batch_cost=0.4976, reader_cost=0.0006 | ETA 04:40:33 2020-12-01 14:30:54 [INFO] [TRAIN] epoch=10, iter=6180/40000, loss=1.0415, lr=0.008598, batch_cost=0.4926, reader_cost=0.0003 | ETA 04:37:40 2020-12-01 14:30:59 [INFO] [TRAIN] epoch=10, iter=6190/40000, loss=1.0863, lr=0.008596, batch_cost=0.4902, reader_cost=0.0004 | ETA 04:36:12 2020-12-01 14:31:04 [INFO] [TRAIN] epoch=10, iter=6200/40000, loss=1.0444, lr=0.008594, batch_cost=0.4846, reader_cost=0.0003 | ETA 04:32:58 2020-12-01 14:31:09 [INFO] [TRAIN] epoch=10, iter=6210/40000, loss=1.1565, lr=0.008591, batch_cost=0.4841, reader_cost=0.0003 | ETA 04:32:38 2020-12-01 14:31:14 [INFO] [TRAIN] epoch=10, iter=6220/40000, loss=1.0241, lr=0.008589, batch_cost=0.4796, reader_cost=0.0004 | ETA 04:30:01 2020-12-01 14:31:18 [INFO] [TRAIN] epoch=10, iter=6230/40000, loss=1.4819, lr=0.008587, batch_cost=0.4826, reader_cost=0.0003 | ETA 04:31:38 2020-12-01 14:31:23 [INFO] [TRAIN] epoch=10, iter=6240/40000, loss=1.5192, lr=0.008585, batch_cost=0.4876, reader_cost=0.0002 | ETA 04:34:23 2020-12-01 14:31:28 [INFO] [TRAIN] epoch=10, iter=6250/40000, loss=1.4763, lr=0.008582, batch_cost=0.4832, reader_cost=0.0001 | ETA 04:31:49 2020-12-01 14:31:33 [INFO] [TRAIN] epoch=10, iter=6260/40000, loss=1.2331, lr=0.008580, batch_cost=0.4796, reader_cost=0.0003 | ETA 04:29:43 2020-12-01 14:31:38 [INFO] [TRAIN] epoch=10, iter=6270/40000, loss=1.1810, lr=0.008578, batch_cost=0.4926, reader_cost=0.0004 | ETA 04:36:54 2020-12-01 14:31:43 [INFO] [TRAIN] epoch=10, iter=6280/40000, loss=1.0262, lr=0.008575, batch_cost=0.4915, reader_cost=0.0005 | ETA 04:36:14 2020-12-01 14:31:48 [INFO] [TRAIN] epoch=10, iter=6290/40000, loss=0.9431, lr=0.008573, batch_cost=0.4972, reader_cost=0.0005 | ETA 04:39:19 2020-12-01 14:31:53 [INFO] [TRAIN] epoch=10, iter=6300/40000, loss=0.7891, lr=0.008571, batch_cost=0.4951, reader_cost=0.0003 | ETA 04:38:03 2020-12-01 14:31:57 [INFO] [TRAIN] epoch=10, iter=6310/40000, loss=1.4479, lr=0.008569, batch_cost=0.4749, reader_cost=0.0002 | ETA 04:26:38 2020-12-01 14:32:02 [INFO] [TRAIN] epoch=10, iter=6320/40000, loss=1.0208, lr=0.008566, batch_cost=0.4839, reader_cost=0.0001 | ETA 04:31:37 2020-12-01 14:32:07 [INFO] [TRAIN] epoch=10, iter=6330/40000, loss=0.9796, lr=0.008564, batch_cost=0.4844, reader_cost=0.0004 | ETA 04:31:48 2020-12-01 14:32:12 [INFO] [TRAIN] epoch=10, iter=6340/40000, loss=0.9884, lr=0.008562, batch_cost=0.4884, reader_cost=0.0001 | ETA 04:34:00 2020-12-01 14:32:17 [INFO] [TRAIN] epoch=10, iter=6350/40000, loss=1.0364, lr=0.008559, batch_cost=0.4983, reader_cost=0.0025 | ETA 04:39:26 2020-12-01 14:32:22 [INFO] [TRAIN] epoch=10, iter=6360/40000, loss=0.9298, lr=0.008557, batch_cost=0.4972, reader_cost=0.0009 | ETA 04:38:47 2020-12-01 14:32:27 [INFO] [TRAIN] epoch=10, iter=6370/40000, loss=1.2833, lr=0.008555, batch_cost=0.4930, reader_cost=0.0016 | ETA 04:36:18 2020-12-01 14:32:32 [INFO] [TRAIN] epoch=10, iter=6380/40000, loss=0.8779, lr=0.008553, batch_cost=0.4944, reader_cost=0.0007 | ETA 04:37:02 2020-12-01 14:32:37 [INFO] [TRAIN] epoch=10, iter=6390/40000, loss=1.1687, lr=0.008550, batch_cost=0.4966, reader_cost=0.0006 | ETA 04:38:10 2020-12-01 14:32:42 [INFO] [TRAIN] epoch=10, iter=6400/40000, loss=0.8869, lr=0.008548, batch_cost=0.5030, reader_cost=0.0017 | ETA 04:41:40 2020-12-01 14:32:47 [INFO] [TRAIN] epoch=10, iter=6410/40000, loss=1.8167, lr=0.008546, batch_cost=0.5007, reader_cost=0.0017 | ETA 04:40:17 2020-12-01 14:32:52 [INFO] [TRAIN] epoch=10, iter=6420/40000, loss=1.2158, lr=0.008543, batch_cost=0.4870, reader_cost=0.0011 | ETA 04:32:34 2020-12-01 14:32:57 [INFO] [TRAIN] epoch=10, iter=6430/40000, loss=1.3504, lr=0.008541, batch_cost=0.4925, reader_cost=0.0012 | ETA 04:35:32 2020-12-01 14:33:02 [INFO] [TRAIN] epoch=10, iter=6440/40000, loss=2.2601, lr=0.008539, batch_cost=0.4909, reader_cost=0.0006 | ETA 04:34:33 2020-12-01 14:33:07 [INFO] [TRAIN] epoch=10, iter=6450/40000, loss=1.5148, lr=0.008537, batch_cost=0.4950, reader_cost=0.0002 | ETA 04:36:48 2020-12-01 14:33:12 [INFO] [TRAIN] epoch=10, iter=6460/40000, loss=1.2357, lr=0.008534, batch_cost=0.5024, reader_cost=0.0006 | ETA 04:40:50 2020-12-01 14:33:17 [INFO] [TRAIN] epoch=10, iter=6470/40000, loss=1.3977, lr=0.008532, batch_cost=0.4995, reader_cost=0.0006 | ETA 04:39:08 2020-12-01 14:33:21 [INFO] [TRAIN] epoch=10, iter=6480/40000, loss=1.2075, lr=0.008530, batch_cost=0.4928, reader_cost=0.0003 | ETA 04:35:17 2020-12-01 14:33:26 [INFO] [TRAIN] epoch=10, iter=6490/40000, loss=1.4907, lr=0.008527, batch_cost=0.5012, reader_cost=0.0003 | ETA 04:39:53 2020-12-01 14:33:31 [INFO] [TRAIN] epoch=10, iter=6500/40000, loss=1.0666, lr=0.008525, batch_cost=0.4982, reader_cost=0.0001 | ETA 04:38:10 2020-12-01 14:33:36 [INFO] [TRAIN] epoch=10, iter=6510/40000, loss=1.2297, lr=0.008523, batch_cost=0.4863, reader_cost=0.0005 | ETA 04:31:26 2020-12-01 14:33:41 [INFO] [TRAIN] epoch=10, iter=6520/40000, loss=0.9396, lr=0.008520, batch_cost=0.5015, reader_cost=0.0003 | ETA 04:39:49 2020-12-01 14:33:46 [INFO] [TRAIN] epoch=10, iter=6530/40000, loss=1.4671, lr=0.008518, batch_cost=0.4948, reader_cost=0.0003 | ETA 04:36:00 2020-12-01 14:33:51 [INFO] [TRAIN] epoch=10, iter=6540/40000, loss=1.2999, lr=0.008516, batch_cost=0.4959, reader_cost=0.0003 | ETA 04:36:31 2020-12-01 14:33:56 [INFO] [TRAIN] epoch=10, iter=6550/40000, loss=1.5174, lr=0.008514, batch_cost=0.4942, reader_cost=0.0005 | ETA 04:35:31 2020-12-01 14:34:01 [INFO] [TRAIN] epoch=10, iter=6560/40000, loss=1.3652, lr=0.008511, batch_cost=0.4966, reader_cost=0.0003 | ETA 04:36:45 2020-12-01 14:34:06 [INFO] [TRAIN] epoch=10, iter=6570/40000, loss=1.1349, lr=0.008509, batch_cost=0.4948, reader_cost=0.0003 | ETA 04:35:41 2020-12-01 14:34:11 [INFO] [TRAIN] epoch=10, iter=6580/40000, loss=0.8669, lr=0.008507, batch_cost=0.4936, reader_cost=0.0012 | ETA 04:34:54 2020-12-01 14:34:16 [INFO] [TRAIN] epoch=10, iter=6590/40000, loss=0.9974, lr=0.008504, batch_cost=0.4997, reader_cost=0.0004 | ETA 04:38:13 2020-12-01 14:34:21 [INFO] [TRAIN] epoch=10, iter=6600/40000, loss=1.1140, lr=0.008502, batch_cost=0.4888, reader_cost=0.0003 | ETA 04:32:04 2020-12-01 14:34:26 [INFO] [TRAIN] epoch=10, iter=6610/40000, loss=0.8940, lr=0.008500, batch_cost=0.4849, reader_cost=0.0002 | ETA 04:29:50 2020-12-01 14:34:32 [INFO] [TRAIN] epoch=11, iter=6620/40000, loss=0.8802, lr=0.008498, batch_cost=0.5817, reader_cost=0.0583 | ETA 05:23:37 2020-12-01 14:34:36 [INFO] [TRAIN] epoch=11, iter=6630/40000, loss=1.3655, lr=0.008495, batch_cost=0.4862, reader_cost=0.0003 | ETA 04:30:23 2020-12-01 14:34:41 [INFO] [TRAIN] epoch=11, iter=6640/40000, loss=1.3625, lr=0.008493, batch_cost=0.4919, reader_cost=0.0003 | ETA 04:33:28 2020-12-01 14:34:46 [INFO] [TRAIN] epoch=11, iter=6650/40000, loss=1.1180, lr=0.008491, batch_cost=0.4852, reader_cost=0.0001 | ETA 04:29:41 2020-12-01 14:34:51 [INFO] [TRAIN] epoch=11, iter=6660/40000, loss=0.7832, lr=0.008488, batch_cost=0.4877, reader_cost=0.0007 | ETA 04:31:00 2020-12-01 14:34:56 [INFO] [TRAIN] epoch=11, iter=6670/40000, loss=1.6647, lr=0.008486, batch_cost=0.4953, reader_cost=0.0009 | ETA 04:35:09 2020-12-01 14:35:01 [INFO] [TRAIN] epoch=11, iter=6680/40000, loss=1.0018, lr=0.008484, batch_cost=0.4896, reader_cost=0.0003 | ETA 04:31:53 2020-12-01 14:35:06 [INFO] [TRAIN] epoch=11, iter=6690/40000, loss=1.4723, lr=0.008482, batch_cost=0.4887, reader_cost=0.0004 | ETA 04:31:17 2020-12-01 14:35:11 [INFO] [TRAIN] epoch=11, iter=6700/40000, loss=1.2209, lr=0.008479, batch_cost=0.4916, reader_cost=0.0001 | ETA 04:32:49 2020-12-01 14:35:16 [INFO] [TRAIN] epoch=11, iter=6710/40000, loss=1.0207, lr=0.008477, batch_cost=0.4894, reader_cost=0.0003 | ETA 04:31:31 2020-12-01 14:35:21 [INFO] [TRAIN] epoch=11, iter=6720/40000, loss=0.9539, lr=0.008475, batch_cost=0.4918, reader_cost=0.0003 | ETA 04:32:45 2020-12-01 14:35:25 [INFO] [TRAIN] epoch=11, iter=6730/40000, loss=1.1593, lr=0.008472, batch_cost=0.4907, reader_cost=0.0005 | ETA 04:32:07 2020-12-01 14:35:30 [INFO] [TRAIN] epoch=11, iter=6740/40000, loss=0.7846, lr=0.008470, batch_cost=0.4961, reader_cost=0.0005 | ETA 04:35:01 2020-12-01 14:35:35 [INFO] [TRAIN] epoch=11, iter=6750/40000, loss=1.2464, lr=0.008468, batch_cost=0.4952, reader_cost=0.0003 | ETA 04:34:25 2020-12-01 14:35:40 [INFO] [TRAIN] epoch=11, iter=6760/40000, loss=1.2433, lr=0.008466, batch_cost=0.4901, reader_cost=0.0008 | ETA 04:31:31 2020-12-01 14:35:45 [INFO] [TRAIN] epoch=11, iter=6770/40000, loss=1.5132, lr=0.008463, batch_cost=0.4936, reader_cost=0.0010 | ETA 04:33:22 2020-12-01 14:35:50 [INFO] [TRAIN] epoch=11, iter=6780/40000, loss=1.1715, lr=0.008461, batch_cost=0.4969, reader_cost=0.0015 | ETA 04:35:07 2020-12-01 14:35:55 [INFO] [TRAIN] epoch=11, iter=6790/40000, loss=1.5422, lr=0.008459, batch_cost=0.4964, reader_cost=0.0015 | ETA 04:34:44 2020-12-01 14:36:00 [INFO] [TRAIN] epoch=11, iter=6800/40000, loss=0.9427, lr=0.008456, batch_cost=0.4917, reader_cost=0.0014 | ETA 04:32:05 2020-12-01 14:36:05 [INFO] [TRAIN] epoch=11, iter=6810/40000, loss=0.9231, lr=0.008454, batch_cost=0.4899, reader_cost=0.0010 | ETA 04:30:59 2020-12-01 14:36:10 [INFO] [TRAIN] epoch=11, iter=6820/40000, loss=1.1931, lr=0.008452, batch_cost=0.4892, reader_cost=0.0006 | ETA 04:30:30 2020-12-01 14:36:15 [INFO] [TRAIN] epoch=11, iter=6830/40000, loss=1.3533, lr=0.008449, batch_cost=0.4901, reader_cost=0.0015 | ETA 04:30:55 2020-12-01 14:36:20 [INFO] [TRAIN] epoch=11, iter=6840/40000, loss=1.0481, lr=0.008447, batch_cost=0.5100, reader_cost=0.0028 | ETA 04:41:52 2020-12-01 14:36:25 [INFO] [TRAIN] epoch=11, iter=6850/40000, loss=0.9065, lr=0.008445, batch_cost=0.4926, reader_cost=0.0013 | ETA 04:32:09 2020-12-01 14:36:30 [INFO] [TRAIN] epoch=11, iter=6860/40000, loss=0.9255, lr=0.008443, batch_cost=0.5006, reader_cost=0.0015 | ETA 04:36:30 2020-12-01 14:36:35 [INFO] [TRAIN] epoch=11, iter=6870/40000, loss=0.8651, lr=0.008440, batch_cost=0.4956, reader_cost=0.0011 | ETA 04:33:39 2020-12-01 14:36:40 [INFO] [TRAIN] epoch=11, iter=6880/40000, loss=1.1937, lr=0.008438, batch_cost=0.4955, reader_cost=0.0012 | ETA 04:33:30 2020-12-01 14:36:45 [INFO] [TRAIN] epoch=11, iter=6890/40000, loss=1.3575, lr=0.008436, batch_cost=0.5014, reader_cost=0.0021 | ETA 04:36:41 2020-12-01 14:36:50 [INFO] [TRAIN] epoch=11, iter=6900/40000, loss=1.4250, lr=0.008433, batch_cost=0.4920, reader_cost=0.0017 | ETA 04:31:24 2020-12-01 14:36:55 [INFO] [TRAIN] epoch=11, iter=6910/40000, loss=1.1874, lr=0.008431, batch_cost=0.4951, reader_cost=0.0010 | ETA 04:33:03 2020-12-01 14:37:00 [INFO] [TRAIN] epoch=11, iter=6920/40000, loss=1.5862, lr=0.008429, batch_cost=0.4969, reader_cost=0.0005 | ETA 04:33:56 2020-12-01 14:37:05 [INFO] [TRAIN] epoch=11, iter=6930/40000, loss=1.2639, lr=0.008427, batch_cost=0.4987, reader_cost=0.0011 | ETA 04:34:50 2020-12-01 14:37:10 [INFO] [TRAIN] epoch=11, iter=6940/40000, loss=1.0748, lr=0.008424, batch_cost=0.4939, reader_cost=0.0009 | ETA 04:32:06 2020-12-01 14:37:15 [INFO] [TRAIN] epoch=11, iter=6950/40000, loss=1.1477, lr=0.008422, batch_cost=0.4982, reader_cost=0.0007 | ETA 04:34:25 2020-12-01 14:37:19 [INFO] [TRAIN] epoch=11, iter=6960/40000, loss=0.8274, lr=0.008420, batch_cost=0.4929, reader_cost=0.0003 | ETA 04:31:24 2020-12-01 14:37:24 [INFO] [TRAIN] epoch=11, iter=6970/40000, loss=1.2406, lr=0.008417, batch_cost=0.4944, reader_cost=0.0003 | ETA 04:32:11 2020-12-01 14:37:29 [INFO] [TRAIN] epoch=11, iter=6980/40000, loss=0.6969, lr=0.008415, batch_cost=0.5027, reader_cost=0.0006 | ETA 04:36:40 2020-12-01 14:37:34 [INFO] [TRAIN] epoch=11, iter=6990/40000, loss=0.9423, lr=0.008413, batch_cost=0.4914, reader_cost=0.0007 | ETA 04:30:22 2020-12-01 14:37:39 [INFO] [TRAIN] epoch=11, iter=7000/40000, loss=0.9311, lr=0.008410, batch_cost=0.5025, reader_cost=0.0003 | ETA 04:36:21 2020-12-01 14:37:44 [INFO] [TRAIN] epoch=11, iter=7010/40000, loss=1.0811, lr=0.008408, batch_cost=0.5004, reader_cost=0.0010 | ETA 04:35:06 2020-12-01 14:37:49 [INFO] [TRAIN] epoch=11, iter=7020/40000, loss=0.7391, lr=0.008406, batch_cost=0.5066, reader_cost=0.0019 | ETA 04:38:26 2020-12-01 14:37:54 [INFO] [TRAIN] epoch=11, iter=7030/40000, loss=1.7629, lr=0.008404, batch_cost=0.4973, reader_cost=0.0012 | ETA 04:33:15 2020-12-01 14:37:59 [INFO] [TRAIN] epoch=11, iter=7040/40000, loss=1.0093, lr=0.008401, batch_cost=0.4952, reader_cost=0.0013 | ETA 04:32:01 2020-12-01 14:38:04 [INFO] [TRAIN] epoch=11, iter=7050/40000, loss=1.0513, lr=0.008399, batch_cost=0.4983, reader_cost=0.0016 | ETA 04:33:38 2020-12-01 14:38:09 [INFO] [TRAIN] epoch=11, iter=7060/40000, loss=1.1567, lr=0.008397, batch_cost=0.4958, reader_cost=0.0010 | ETA 04:32:10 2020-12-01 14:38:14 [INFO] [TRAIN] epoch=11, iter=7070/40000, loss=1.1902, lr=0.008394, batch_cost=0.4972, reader_cost=0.0012 | ETA 04:32:54 2020-12-01 14:38:19 [INFO] [TRAIN] epoch=11, iter=7080/40000, loss=1.4813, lr=0.008392, batch_cost=0.4931, reader_cost=0.0006 | ETA 04:30:33 2020-12-01 14:38:24 [INFO] [TRAIN] epoch=11, iter=7090/40000, loss=1.2726, lr=0.008390, batch_cost=0.5013, reader_cost=0.0011 | ETA 04:34:57 2020-12-01 14:38:29 [INFO] [TRAIN] epoch=11, iter=7100/40000, loss=1.6238, lr=0.008388, batch_cost=0.4923, reader_cost=0.0003 | ETA 04:29:55 2020-12-01 14:38:34 [INFO] [TRAIN] epoch=11, iter=7110/40000, loss=0.8115, lr=0.008385, batch_cost=0.4919, reader_cost=0.0005 | ETA 04:29:37 2020-12-01 14:38:39 [INFO] [TRAIN] epoch=11, iter=7120/40000, loss=0.8402, lr=0.008383, batch_cost=0.4945, reader_cost=0.0007 | ETA 04:31:00 2020-12-01 14:38:44 [INFO] [TRAIN] epoch=11, iter=7130/40000, loss=1.1230, lr=0.008381, batch_cost=0.4966, reader_cost=0.0005 | ETA 04:32:02 2020-12-01 14:38:49 [INFO] [TRAIN] epoch=11, iter=7140/40000, loss=0.9429, lr=0.008378, batch_cost=0.4890, reader_cost=0.0007 | ETA 04:27:47 2020-12-01 14:38:54 [INFO] [TRAIN] epoch=11, iter=7150/40000, loss=1.6266, lr=0.008376, batch_cost=0.4994, reader_cost=0.0018 | ETA 04:33:26 2020-12-01 14:38:59 [INFO] [TRAIN] epoch=11, iter=7160/40000, loss=1.4335, lr=0.008374, batch_cost=0.4970, reader_cost=0.0016 | ETA 04:32:00 2020-12-01 14:39:04 [INFO] [TRAIN] epoch=11, iter=7170/40000, loss=1.0949, lr=0.008371, batch_cost=0.4960, reader_cost=0.0016 | ETA 04:31:23 2020-12-01 14:39:09 [INFO] [TRAIN] epoch=11, iter=7180/40000, loss=1.1419, lr=0.008369, batch_cost=0.4926, reader_cost=0.0015 | ETA 04:29:25 2020-12-01 14:39:14 [INFO] [TRAIN] epoch=11, iter=7190/40000, loss=1.3782, lr=0.008367, batch_cost=0.4976, reader_cost=0.0020 | ETA 04:32:04 2020-12-01 14:39:19 [INFO] [TRAIN] epoch=11, iter=7200/40000, loss=1.0989, lr=0.008365, batch_cost=0.4882, reader_cost=0.0015 | ETA 04:26:54 2020-12-01 14:39:23 [INFO] [TRAIN] epoch=11, iter=7210/40000, loss=0.7395, lr=0.008362, batch_cost=0.4911, reader_cost=0.0031 | ETA 04:28:22 2020-12-01 14:39:28 [INFO] [TRAIN] epoch=11, iter=7220/40000, loss=1.2729, lr=0.008360, batch_cost=0.5009, reader_cost=0.0013 | ETA 04:33:39 2020-12-01 14:39:33 [INFO] [TRAIN] epoch=11, iter=7230/40000, loss=1.1033, lr=0.008358, batch_cost=0.4912, reader_cost=0.0011 | ETA 04:28:16 2020-12-01 14:39:38 [INFO] [TRAIN] epoch=11, iter=7240/40000, loss=1.2488, lr=0.008355, batch_cost=0.4875, reader_cost=0.0011 | ETA 04:26:10 2020-12-01 14:39:43 [INFO] [TRAIN] epoch=11, iter=7250/40000, loss=1.1142, lr=0.008353, batch_cost=0.5008, reader_cost=0.0014 | ETA 04:33:19 2020-12-01 14:39:48 [INFO] [TRAIN] epoch=11, iter=7260/40000, loss=0.9833, lr=0.008351, batch_cost=0.4889, reader_cost=0.0012 | ETA 04:26:48 2020-12-01 14:39:53 [INFO] [TRAIN] epoch=11, iter=7270/40000, loss=1.3002, lr=0.008349, batch_cost=0.4830, reader_cost=0.0004 | ETA 04:23:29 2020-12-01 14:39:59 [INFO] [TRAIN] epoch=12, iter=7280/40000, loss=0.8853, lr=0.008346, batch_cost=0.5695, reader_cost=0.0574 | ETA 05:10:34 2020-12-01 14:40:04 [INFO] [TRAIN] epoch=12, iter=7290/40000, loss=1.4551, lr=0.008344, batch_cost=0.4855, reader_cost=0.0005 | ETA 04:24:40 2020-12-01 14:40:08 [INFO] [TRAIN] epoch=12, iter=7300/40000, loss=1.0725, lr=0.008342, batch_cost=0.4895, reader_cost=0.0022 | ETA 04:26:46 2020-12-01 14:40:13 [INFO] [TRAIN] epoch=12, iter=7310/40000, loss=0.8986, lr=0.008339, batch_cost=0.4939, reader_cost=0.0021 | ETA 04:29:03 2020-12-01 14:40:18 [INFO] [TRAIN] epoch=12, iter=7320/40000, loss=1.0797, lr=0.008337, batch_cost=0.4927, reader_cost=0.0003 | ETA 04:28:20 2020-12-01 14:40:23 [INFO] [TRAIN] epoch=12, iter=7330/40000, loss=1.3455, lr=0.008335, batch_cost=0.4925, reader_cost=0.0002 | ETA 04:28:11 2020-12-01 14:40:28 [INFO] [TRAIN] epoch=12, iter=7340/40000, loss=0.9255, lr=0.008332, batch_cost=0.4869, reader_cost=0.0014 | ETA 04:25:01 2020-12-01 14:40:33 [INFO] [TRAIN] epoch=12, iter=7350/40000, loss=1.3110, lr=0.008330, batch_cost=0.4839, reader_cost=0.0004 | ETA 04:23:19 2020-12-01 14:40:38 [INFO] [TRAIN] epoch=12, iter=7360/40000, loss=0.9195, lr=0.008328, batch_cost=0.4986, reader_cost=0.0011 | ETA 04:31:15 2020-12-01 14:40:43 [INFO] [TRAIN] epoch=12, iter=7370/40000, loss=0.8994, lr=0.008326, batch_cost=0.4892, reader_cost=0.0006 | ETA 04:26:01 2020-12-01 14:40:48 [INFO] [TRAIN] epoch=12, iter=7380/40000, loss=1.1178, lr=0.008323, batch_cost=0.4985, reader_cost=0.0010 | ETA 04:31:01 2020-12-01 14:40:53 [INFO] [TRAIN] epoch=12, iter=7390/40000, loss=0.8791, lr=0.008321, batch_cost=0.4890, reader_cost=0.0004 | ETA 04:25:46 2020-12-01 14:40:58 [INFO] [TRAIN] epoch=12, iter=7400/40000, loss=1.3490, lr=0.008319, batch_cost=0.4943, reader_cost=0.0003 | ETA 04:28:34 2020-12-01 14:41:02 [INFO] [TRAIN] epoch=12, iter=7410/40000, loss=1.0511, lr=0.008316, batch_cost=0.4849, reader_cost=0.0003 | ETA 04:23:21 2020-12-01 14:41:07 [INFO] [TRAIN] epoch=12, iter=7420/40000, loss=0.9203, lr=0.008314, batch_cost=0.4906, reader_cost=0.0001 | ETA 04:26:23 2020-12-01 14:41:12 [INFO] [TRAIN] epoch=12, iter=7430/40000, loss=1.2375, lr=0.008312, batch_cost=0.4931, reader_cost=0.0004 | ETA 04:27:40 2020-12-01 14:41:17 [INFO] [TRAIN] epoch=12, iter=7440/40000, loss=1.4317, lr=0.008309, batch_cost=0.4899, reader_cost=0.0004 | ETA 04:25:51 2020-12-01 14:41:22 [INFO] [TRAIN] epoch=12, iter=7450/40000, loss=1.3720, lr=0.008307, batch_cost=0.4975, reader_cost=0.0006 | ETA 04:29:53 2020-12-01 14:41:27 [INFO] [TRAIN] epoch=12, iter=7460/40000, loss=0.9007, lr=0.008305, batch_cost=0.5019, reader_cost=0.0018 | ETA 04:32:12 2020-12-01 14:41:32 [INFO] [TRAIN] epoch=12, iter=7470/40000, loss=1.2687, lr=0.008303, batch_cost=0.4919, reader_cost=0.0017 | ETA 04:26:40 2020-12-01 14:41:37 [INFO] [TRAIN] epoch=12, iter=7480/40000, loss=0.6430, lr=0.008300, batch_cost=0.4920, reader_cost=0.0019 | ETA 04:26:40 2020-12-01 14:41:42 [INFO] [TRAIN] epoch=12, iter=7490/40000, loss=1.0471, lr=0.008298, batch_cost=0.4947, reader_cost=0.0017 | ETA 04:28:02 2020-12-01 14:41:47 [INFO] [TRAIN] epoch=12, iter=7500/40000, loss=1.3603, lr=0.008296, batch_cost=0.4902, reader_cost=0.0010 | ETA 04:25:31 2020-12-01 14:41:52 [INFO] [TRAIN] epoch=12, iter=7510/40000, loss=1.1638, lr=0.008293, batch_cost=0.4990, reader_cost=0.0010 | ETA 04:30:12 2020-12-01 14:41:57 [INFO] [TRAIN] epoch=12, iter=7520/40000, loss=0.8288, lr=0.008291, batch_cost=0.4908, reader_cost=0.0003 | ETA 04:25:42 2020-12-01 14:42:02 [INFO] [TRAIN] epoch=12, iter=7530/40000, loss=0.9706, lr=0.008289, batch_cost=0.4951, reader_cost=0.0012 | ETA 04:27:56 2020-12-01 14:42:07 [INFO] [TRAIN] epoch=12, iter=7540/40000, loss=1.2577, lr=0.008287, batch_cost=0.4847, reader_cost=0.0009 | ETA 04:22:12 2020-12-01 14:42:11 [INFO] [TRAIN] epoch=12, iter=7550/40000, loss=1.0798, lr=0.008284, batch_cost=0.4880, reader_cost=0.0012 | ETA 04:23:57 2020-12-01 14:42:17 [INFO] [TRAIN] epoch=12, iter=7560/40000, loss=1.2119, lr=0.008282, batch_cost=0.5015, reader_cost=0.0011 | ETA 04:31:07 2020-12-01 14:42:22 [INFO] [TRAIN] epoch=12, iter=7570/40000, loss=0.8840, lr=0.008280, batch_cost=0.5003, reader_cost=0.0011 | ETA 04:30:23 2020-12-01 14:42:26 [INFO] [TRAIN] epoch=12, iter=7580/40000, loss=1.1442, lr=0.008277, batch_cost=0.4914, reader_cost=0.0005 | ETA 04:25:31 2020-12-01 14:42:31 [INFO] [TRAIN] epoch=12, iter=7590/40000, loss=0.9408, lr=0.008275, batch_cost=0.4926, reader_cost=0.0015 | ETA 04:26:04 2020-12-01 14:42:36 [INFO] [TRAIN] epoch=12, iter=7600/40000, loss=0.7878, lr=0.008273, batch_cost=0.4949, reader_cost=0.0018 | ETA 04:27:13 2020-12-01 14:42:41 [INFO] [TRAIN] epoch=12, iter=7610/40000, loss=1.1213, lr=0.008270, batch_cost=0.4879, reader_cost=0.0011 | ETA 04:23:23 2020-12-01 14:42:46 [INFO] [TRAIN] epoch=12, iter=7620/40000, loss=0.9040, lr=0.008268, batch_cost=0.4929, reader_cost=0.0012 | ETA 04:25:59 2020-12-01 14:42:51 [INFO] [TRAIN] epoch=12, iter=7630/40000, loss=0.8908, lr=0.008266, batch_cost=0.4978, reader_cost=0.0007 | ETA 04:28:34 2020-12-01 14:42:56 [INFO] [TRAIN] epoch=12, iter=7640/40000, loss=1.1766, lr=0.008264, batch_cost=0.5017, reader_cost=0.0005 | ETA 04:30:36 2020-12-01 14:43:01 [INFO] [TRAIN] epoch=12, iter=7650/40000, loss=1.0724, lr=0.008261, batch_cost=0.5066, reader_cost=0.0003 | ETA 04:33:07 2020-12-01 14:43:06 [INFO] [TRAIN] epoch=12, iter=7660/40000, loss=1.2121, lr=0.008259, batch_cost=0.5015, reader_cost=0.0013 | ETA 04:30:17 2020-12-01 14:43:11 [INFO] [TRAIN] epoch=12, iter=7670/40000, loss=0.5424, lr=0.008257, batch_cost=0.4926, reader_cost=0.0013 | ETA 04:25:27 2020-12-01 14:43:16 [INFO] [TRAIN] epoch=12, iter=7680/40000, loss=0.6871, lr=0.008254, batch_cost=0.4978, reader_cost=0.0014 | ETA 04:28:09 2020-12-01 14:43:21 [INFO] [TRAIN] epoch=12, iter=7690/40000, loss=0.8790, lr=0.008252, batch_cost=0.4934, reader_cost=0.0010 | ETA 04:25:41 2020-12-01 14:43:26 [INFO] [TRAIN] epoch=12, iter=7700/40000, loss=1.3474, lr=0.008250, batch_cost=0.4935, reader_cost=0.0006 | ETA 04:25:40 2020-12-01 14:43:31 [INFO] [TRAIN] epoch=12, iter=7710/40000, loss=1.0993, lr=0.008247, batch_cost=0.5007, reader_cost=0.0020 | ETA 04:29:28 2020-12-01 14:43:36 [INFO] [TRAIN] epoch=12, iter=7720/40000, loss=0.8685, lr=0.008245, batch_cost=0.4981, reader_cost=0.0005 | ETA 04:27:57 2020-12-01 14:43:41 [INFO] [TRAIN] epoch=12, iter=7730/40000, loss=1.7075, lr=0.008243, batch_cost=0.5019, reader_cost=0.0012 | ETA 04:29:57 2020-12-01 14:43:46 [INFO] [TRAIN] epoch=12, iter=7740/40000, loss=0.7733, lr=0.008241, batch_cost=0.4978, reader_cost=0.0008 | ETA 04:27:40 2020-12-01 14:43:51 [INFO] [TRAIN] epoch=12, iter=7750/40000, loss=1.0293, lr=0.008238, batch_cost=0.4952, reader_cost=0.0013 | ETA 04:26:11 2020-12-01 14:43:56 [INFO] [TRAIN] epoch=12, iter=7760/40000, loss=0.9520, lr=0.008236, batch_cost=0.4974, reader_cost=0.0015 | ETA 04:27:14 2020-12-01 14:44:01 [INFO] [TRAIN] epoch=12, iter=7770/40000, loss=1.7848, lr=0.008234, batch_cost=0.4914, reader_cost=0.0013 | ETA 04:23:58 2020-12-01 14:44:06 [INFO] [TRAIN] epoch=12, iter=7780/40000, loss=1.0927, lr=0.008231, batch_cost=0.4982, reader_cost=0.0013 | ETA 04:27:31 2020-12-01 14:44:11 [INFO] [TRAIN] epoch=12, iter=7790/40000, loss=0.6393, lr=0.008229, batch_cost=0.5048, reader_cost=0.0007 | ETA 04:31:01 2020-12-01 14:44:16 [INFO] [TRAIN] epoch=12, iter=7800/40000, loss=1.1646, lr=0.008227, batch_cost=0.4889, reader_cost=0.0008 | ETA 04:22:21 2020-12-01 14:44:21 [INFO] [TRAIN] epoch=12, iter=7810/40000, loss=0.8674, lr=0.008224, batch_cost=0.5011, reader_cost=0.0005 | ETA 04:28:49 2020-12-01 14:44:26 [INFO] [TRAIN] epoch=12, iter=7820/40000, loss=0.6475, lr=0.008222, batch_cost=0.4992, reader_cost=0.0016 | ETA 04:27:45 2020-12-01 14:44:31 [INFO] [TRAIN] epoch=12, iter=7830/40000, loss=0.9321, lr=0.008220, batch_cost=0.5007, reader_cost=0.0011 | ETA 04:28:27 2020-12-01 14:44:36 [INFO] [TRAIN] epoch=12, iter=7840/40000, loss=1.0073, lr=0.008218, batch_cost=0.4966, reader_cost=0.0007 | ETA 04:26:12 2020-12-01 14:44:41 [INFO] [TRAIN] epoch=12, iter=7850/40000, loss=1.6415, lr=0.008215, batch_cost=0.5164, reader_cost=0.0018 | ETA 04:36:41 2020-12-01 14:44:46 [INFO] [TRAIN] epoch=12, iter=7860/40000, loss=0.9376, lr=0.008213, batch_cost=0.4938, reader_cost=0.0004 | ETA 04:24:29 2020-12-01 14:44:51 [INFO] [TRAIN] epoch=12, iter=7870/40000, loss=1.7124, lr=0.008211, batch_cost=0.4989, reader_cost=0.0012 | ETA 04:27:10 2020-12-01 14:44:56 [INFO] [TRAIN] epoch=12, iter=7880/40000, loss=0.9269, lr=0.008208, batch_cost=0.4965, reader_cost=0.0016 | ETA 04:25:47 2020-12-01 14:45:01 [INFO] [TRAIN] epoch=12, iter=7890/40000, loss=0.8023, lr=0.008206, batch_cost=0.5007, reader_cost=0.0012 | ETA 04:27:56 2020-12-01 14:45:06 [INFO] [TRAIN] epoch=12, iter=7900/40000, loss=1.2814, lr=0.008204, batch_cost=0.4933, reader_cost=0.0009 | ETA 04:23:54 2020-12-01 14:45:11 [INFO] [TRAIN] epoch=12, iter=7910/40000, loss=0.8094, lr=0.008201, batch_cost=0.4937, reader_cost=0.0009 | ETA 04:24:02 2020-12-01 14:45:16 [INFO] [TRAIN] epoch=12, iter=7920/40000, loss=1.0936, lr=0.008199, batch_cost=0.4953, reader_cost=0.0012 | ETA 04:24:48 2020-12-01 14:45:20 [INFO] [TRAIN] epoch=12, iter=7930/40000, loss=1.7361, lr=0.008197, batch_cost=0.4820, reader_cost=0.0005 | ETA 04:17:38 2020-12-01 14:45:26 [INFO] [TRAIN] epoch=13, iter=7940/40000, loss=0.9180, lr=0.008195, batch_cost=0.5620, reader_cost=0.0563 | ETA 05:00:17 2020-12-01 14:45:31 [INFO] [TRAIN] epoch=13, iter=7950/40000, loss=0.5890, lr=0.008192, batch_cost=0.4870, reader_cost=0.0003 | ETA 04:20:09 2020-12-01 14:45:36 [INFO] [TRAIN] epoch=13, iter=7960/40000, loss=0.6868, lr=0.008190, batch_cost=0.4915, reader_cost=0.0001 | ETA 04:22:27 2020-12-01 14:45:41 [INFO] [TRAIN] epoch=13, iter=7970/40000, loss=0.7256, lr=0.008188, batch_cost=0.4836, reader_cost=0.0007 | ETA 04:18:10 2020-12-01 14:45:46 [INFO] [TRAIN] epoch=13, iter=7980/40000, loss=0.7106, lr=0.008185, batch_cost=0.4893, reader_cost=0.0009 | ETA 04:21:07 2020-12-01 14:45:50 [INFO] [TRAIN] epoch=13, iter=7990/40000, loss=1.0924, lr=0.008183, batch_cost=0.4932, reader_cost=0.0003 | ETA 04:23:06 2020-12-01 14:45:55 [INFO] [TRAIN] epoch=13, iter=8000/40000, loss=1.1194, lr=0.008181, batch_cost=0.5016, reader_cost=0.0003 | ETA 04:27:30 2020-12-01 14:46:00 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 14:48:04 [INFO] [EVAL] #Images=1449 mIoU=0.6872 Acc=0.9216 Kappa=0.8322 2020-12-01 14:48:04 [INFO] [EVAL] Class IoU: [0.9155 0.8505 0.3697 0.7606 0.6035 0.6885 0.8847 0.6827 0.8605 0.3225 0.7759 0.6179 0.819 0.8135 0.7129 0.8143 0.4403 0.7498 0.445 0.8125 0.4906] 2020-12-01 14:48:04 [INFO] [EVAL] Class Acc: [0.9653 0.8936 0.3806 0.8062 0.6946 0.9042 0.9217 0.7401 0.9022 0.4977 0.8376 0.8469 0.9122 0.8845 0.8865 0.9233 0.5009 0.8727 0.5713 0.9494 0.5201] 2020-12-01 14:48:06 [INFO] [EVAL] The model with the best validation mIoU (0.6872) was saved at iter 8000. 2020-12-01 14:48:11 [INFO] [TRAIN] epoch=13, iter=8010/40000, loss=0.9672, lr=0.008178, batch_cost=0.4851, reader_cost=0.0006 | ETA 04:18:39 2020-12-01 14:48:16 [INFO] [TRAIN] epoch=13, iter=8020/40000, loss=1.1051, lr=0.008176, batch_cost=0.4867, reader_cost=0.0004 | ETA 04:19:23 2020-12-01 14:48:21 [INFO] [TRAIN] epoch=13, iter=8030/40000, loss=0.6558, lr=0.008174, batch_cost=0.4864, reader_cost=0.0003 | ETA 04:19:10 2020-12-01 14:48:26 [INFO] [TRAIN] epoch=13, iter=8040/40000, loss=0.9260, lr=0.008172, batch_cost=0.4837, reader_cost=0.0001 | ETA 04:17:38 2020-12-01 14:48:30 [INFO] [TRAIN] epoch=13, iter=8050/40000, loss=1.0283, lr=0.008169, batch_cost=0.4842, reader_cost=0.0003 | ETA 04:17:51 2020-12-01 14:48:35 [INFO] [TRAIN] epoch=13, iter=8060/40000, loss=0.7318, lr=0.008167, batch_cost=0.4885, reader_cost=0.0008 | ETA 04:20:02 2020-12-01 14:48:40 [INFO] [TRAIN] epoch=13, iter=8070/40000, loss=1.2256, lr=0.008165, batch_cost=0.4916, reader_cost=0.0005 | ETA 04:21:37 2020-12-01 14:48:45 [INFO] [TRAIN] epoch=13, iter=8080/40000, loss=0.9169, lr=0.008162, batch_cost=0.4974, reader_cost=0.0003 | ETA 04:24:38 2020-12-01 14:48:50 [INFO] [TRAIN] epoch=13, iter=8090/40000, loss=0.8124, lr=0.008160, batch_cost=0.4843, reader_cost=0.0003 | ETA 04:17:34 2020-12-01 14:48:55 [INFO] [TRAIN] epoch=13, iter=8100/40000, loss=1.2269, lr=0.008158, batch_cost=0.4886, reader_cost=0.0003 | ETA 04:19:47 2020-12-01 14:49:00 [INFO] [TRAIN] epoch=13, iter=8110/40000, loss=1.0690, lr=0.008155, batch_cost=0.4965, reader_cost=0.0003 | ETA 04:23:54 2020-12-01 14:49:05 [INFO] [TRAIN] epoch=13, iter=8120/40000, loss=1.2402, lr=0.008153, batch_cost=0.4877, reader_cost=0.0003 | ETA 04:19:06 2020-12-01 14:49:10 [INFO] [TRAIN] epoch=13, iter=8130/40000, loss=1.4450, lr=0.008151, batch_cost=0.4939, reader_cost=0.0003 | ETA 04:22:22 2020-12-01 14:49:15 [INFO] [TRAIN] epoch=13, iter=8140/40000, loss=0.9017, lr=0.008149, batch_cost=0.4940, reader_cost=0.0008 | ETA 04:22:19 2020-12-01 14:49:20 [INFO] [TRAIN] epoch=13, iter=8150/40000, loss=0.6787, lr=0.008146, batch_cost=0.4928, reader_cost=0.0002 | ETA 04:21:34 2020-12-01 14:49:24 [INFO] [TRAIN] epoch=13, iter=8160/40000, loss=1.1517, lr=0.008144, batch_cost=0.4846, reader_cost=0.0003 | ETA 04:17:08 2020-12-01 14:49:29 [INFO] [TRAIN] epoch=13, iter=8170/40000, loss=0.8600, lr=0.008142, batch_cost=0.4928, reader_cost=0.0005 | ETA 04:21:25 2020-12-01 14:49:34 [INFO] [TRAIN] epoch=13, iter=8180/40000, loss=1.0318, lr=0.008139, batch_cost=0.4876, reader_cost=0.0001 | ETA 04:18:35 2020-12-01 14:49:39 [INFO] [TRAIN] epoch=13, iter=8190/40000, loss=0.6501, lr=0.008137, batch_cost=0.4950, reader_cost=0.0003 | ETA 04:22:25 2020-12-01 14:49:44 [INFO] [TRAIN] epoch=13, iter=8200/40000, loss=0.9249, lr=0.008135, batch_cost=0.4932, reader_cost=0.0001 | ETA 04:21:25 2020-12-01 14:49:49 [INFO] [TRAIN] epoch=13, iter=8210/40000, loss=1.1189, lr=0.008132, batch_cost=0.4945, reader_cost=0.0005 | ETA 04:22:01 2020-12-01 14:49:54 [INFO] [TRAIN] epoch=13, iter=8220/40000, loss=0.8386, lr=0.008130, batch_cost=0.4984, reader_cost=0.0007 | ETA 04:23:57 2020-12-01 14:49:59 [INFO] [TRAIN] epoch=13, iter=8230/40000, loss=0.9458, lr=0.008128, batch_cost=0.4888, reader_cost=0.0004 | ETA 04:18:49 2020-12-01 14:50:04 [INFO] [TRAIN] epoch=13, iter=8240/40000, loss=0.8677, lr=0.008126, batch_cost=0.5007, reader_cost=0.0003 | ETA 04:25:02 2020-12-01 14:50:09 [INFO] [TRAIN] epoch=13, iter=8250/40000, loss=0.7284, lr=0.008123, batch_cost=0.4918, reader_cost=0.0001 | ETA 04:20:14 2020-12-01 14:50:14 [INFO] [TRAIN] epoch=13, iter=8260/40000, loss=1.0459, lr=0.008121, batch_cost=0.4945, reader_cost=0.0001 | ETA 04:21:34 2020-12-01 14:50:19 [INFO] [TRAIN] epoch=13, iter=8270/40000, loss=0.8316, lr=0.008119, batch_cost=0.5004, reader_cost=0.0003 | ETA 04:24:37 2020-12-01 14:50:24 [INFO] [TRAIN] epoch=13, iter=8280/40000, loss=1.0472, lr=0.008116, batch_cost=0.4937, reader_cost=0.0001 | ETA 04:21:00 2020-12-01 14:50:29 [INFO] [TRAIN] epoch=13, iter=8290/40000, loss=1.0007, lr=0.008114, batch_cost=0.4977, reader_cost=0.0007 | ETA 04:23:00 2020-12-01 14:50:34 [INFO] [TRAIN] epoch=13, iter=8300/40000, loss=0.6106, lr=0.008112, batch_cost=0.4986, reader_cost=0.0007 | ETA 04:23:26 2020-12-01 14:50:39 [INFO] [TRAIN] epoch=13, iter=8310/40000, loss=0.8380, lr=0.008109, batch_cost=0.4931, reader_cost=0.0008 | ETA 04:20:26 2020-12-01 14:50:43 [INFO] [TRAIN] epoch=13, iter=8320/40000, loss=0.6535, lr=0.008107, batch_cost=0.4910, reader_cost=0.0003 | ETA 04:19:14 2020-12-01 14:50:48 [INFO] [TRAIN] epoch=13, iter=8330/40000, loss=0.8669, lr=0.008105, batch_cost=0.4990, reader_cost=0.0004 | ETA 04:23:22 2020-12-01 14:50:53 [INFO] [TRAIN] epoch=13, iter=8340/40000, loss=0.5493, lr=0.008102, batch_cost=0.4984, reader_cost=0.0003 | ETA 04:23:00 2020-12-01 14:50:58 [INFO] [TRAIN] epoch=13, iter=8350/40000, loss=0.8372, lr=0.008100, batch_cost=0.4977, reader_cost=0.0014 | ETA 04:22:32 2020-12-01 14:51:03 [INFO] [TRAIN] epoch=13, iter=8360/40000, loss=0.7235, lr=0.008098, batch_cost=0.5011, reader_cost=0.0018 | ETA 04:24:16 2020-12-01 14:51:08 [INFO] [TRAIN] epoch=13, iter=8370/40000, loss=1.1053, lr=0.008096, batch_cost=0.4939, reader_cost=0.0007 | ETA 04:20:22 2020-12-01 14:51:13 [INFO] [TRAIN] epoch=13, iter=8380/40000, loss=0.7186, lr=0.008093, batch_cost=0.5013, reader_cost=0.0011 | ETA 04:24:09 2020-12-01 14:51:18 [INFO] [TRAIN] epoch=13, iter=8390/40000, loss=1.0288, lr=0.008091, batch_cost=0.5028, reader_cost=0.0015 | ETA 04:24:54 2020-12-01 14:51:23 [INFO] [TRAIN] epoch=13, iter=8400/40000, loss=0.6310, lr=0.008089, batch_cost=0.5035, reader_cost=0.0019 | ETA 04:25:09 2020-12-01 14:51:28 [INFO] [TRAIN] epoch=13, iter=8410/40000, loss=1.1510, lr=0.008086, batch_cost=0.4937, reader_cost=0.0017 | ETA 04:19:55 2020-12-01 14:51:33 [INFO] [TRAIN] epoch=13, iter=8420/40000, loss=1.1255, lr=0.008084, batch_cost=0.4965, reader_cost=0.0018 | ETA 04:21:20 2020-12-01 14:51:38 [INFO] [TRAIN] epoch=13, iter=8430/40000, loss=0.7135, lr=0.008082, batch_cost=0.4951, reader_cost=0.0015 | ETA 04:20:29 2020-12-01 14:51:43 [INFO] [TRAIN] epoch=13, iter=8440/40000, loss=1.2081, lr=0.008079, batch_cost=0.4922, reader_cost=0.0010 | ETA 04:18:53 2020-12-01 14:51:48 [INFO] [TRAIN] epoch=13, iter=8450/40000, loss=0.6151, lr=0.008077, batch_cost=0.4912, reader_cost=0.0008 | ETA 04:18:17 2020-12-01 14:51:53 [INFO] [TRAIN] epoch=13, iter=8460/40000, loss=1.0500, lr=0.008075, batch_cost=0.4988, reader_cost=0.0007 | ETA 04:22:13 2020-12-01 14:51:58 [INFO] [TRAIN] epoch=13, iter=8470/40000, loss=1.4326, lr=0.008073, batch_cost=0.4960, reader_cost=0.0015 | ETA 04:20:40 2020-12-01 14:52:03 [INFO] [TRAIN] epoch=13, iter=8480/40000, loss=1.1396, lr=0.008070, batch_cost=0.4880, reader_cost=0.0012 | ETA 04:16:20 2020-12-01 14:52:08 [INFO] [TRAIN] epoch=13, iter=8490/40000, loss=0.8502, lr=0.008068, batch_cost=0.4945, reader_cost=0.0009 | ETA 04:19:40 2020-12-01 14:52:13 [INFO] [TRAIN] epoch=13, iter=8500/40000, loss=1.0095, lr=0.008066, batch_cost=0.4945, reader_cost=0.0006 | ETA 04:19:38 2020-12-01 14:52:18 [INFO] [TRAIN] epoch=13, iter=8510/40000, loss=0.9191, lr=0.008063, batch_cost=0.5001, reader_cost=0.0012 | ETA 04:22:26 2020-12-01 14:52:23 [INFO] [TRAIN] epoch=13, iter=8520/40000, loss=1.0349, lr=0.008061, batch_cost=0.4994, reader_cost=0.0003 | ETA 04:21:59 2020-12-01 14:52:28 [INFO] [TRAIN] epoch=13, iter=8530/40000, loss=0.7365, lr=0.008059, batch_cost=0.4935, reader_cost=0.0012 | ETA 04:18:50 2020-12-01 14:52:33 [INFO] [TRAIN] epoch=13, iter=8540/40000, loss=0.8961, lr=0.008056, batch_cost=0.4945, reader_cost=0.0017 | ETA 04:19:18 2020-12-01 14:52:38 [INFO] [TRAIN] epoch=13, iter=8550/40000, loss=0.7129, lr=0.008054, batch_cost=0.4972, reader_cost=0.0011 | ETA 04:20:37 2020-12-01 14:52:43 [INFO] [TRAIN] epoch=13, iter=8560/40000, loss=0.8460, lr=0.008052, batch_cost=0.4905, reader_cost=0.0019 | ETA 04:17:01 2020-12-01 14:52:48 [INFO] [TRAIN] epoch=13, iter=8570/40000, loss=0.7503, lr=0.008049, batch_cost=0.4978, reader_cost=0.0017 | ETA 04:20:45 2020-12-01 14:52:53 [INFO] [TRAIN] epoch=13, iter=8580/40000, loss=1.0395, lr=0.008047, batch_cost=0.5132, reader_cost=0.0025 | ETA 04:28:43 2020-12-01 14:52:58 [INFO] [TRAIN] epoch=13, iter=8590/40000, loss=0.7681, lr=0.008045, batch_cost=0.4959, reader_cost=0.0013 | ETA 04:19:34 2020-12-01 14:53:03 [INFO] [TRAIN] epoch=14, iter=8600/40000, loss=0.8140, lr=0.008043, batch_cost=0.5701, reader_cost=0.0636 | ETA 04:58:20 2020-12-01 14:53:08 [INFO] [TRAIN] epoch=14, iter=8610/40000, loss=0.7112, lr=0.008040, batch_cost=0.5002, reader_cost=0.0007 | ETA 04:21:42 2020-12-01 14:53:13 [INFO] [TRAIN] epoch=14, iter=8620/40000, loss=1.1377, lr=0.008038, batch_cost=0.4978, reader_cost=0.0012 | ETA 04:20:20 2020-12-01 14:53:19 [INFO] [TRAIN] epoch=14, iter=8630/40000, loss=0.6955, lr=0.008036, batch_cost=0.5111, reader_cost=0.0015 | ETA 04:27:13 2020-12-01 14:53:24 [INFO] [TRAIN] epoch=14, iter=8640/40000, loss=1.0162, lr=0.008033, batch_cost=0.5034, reader_cost=0.0013 | ETA 04:23:05 2020-12-01 14:53:28 [INFO] [TRAIN] epoch=14, iter=8650/40000, loss=1.0647, lr=0.008031, batch_cost=0.4890, reader_cost=0.0014 | ETA 04:15:29 2020-12-01 14:53:33 [INFO] [TRAIN] epoch=14, iter=8660/40000, loss=1.0595, lr=0.008029, batch_cost=0.5032, reader_cost=0.0009 | ETA 04:22:50 2020-12-01 14:53:38 [INFO] [TRAIN] epoch=14, iter=8670/40000, loss=1.1495, lr=0.008026, batch_cost=0.4992, reader_cost=0.0003 | ETA 04:20:40 2020-12-01 14:53:43 [INFO] [TRAIN] epoch=14, iter=8680/40000, loss=0.8340, lr=0.008024, batch_cost=0.4942, reader_cost=0.0006 | ETA 04:17:57 2020-12-01 14:53:48 [INFO] [TRAIN] epoch=14, iter=8690/40000, loss=0.6408, lr=0.008022, batch_cost=0.5069, reader_cost=0.0004 | ETA 04:24:32 2020-12-01 14:53:53 [INFO] [TRAIN] epoch=14, iter=8700/40000, loss=1.0869, lr=0.008020, batch_cost=0.4984, reader_cost=0.0006 | ETA 04:19:59 2020-12-01 14:53:58 [INFO] [TRAIN] epoch=14, iter=8710/40000, loss=0.9614, lr=0.008017, batch_cost=0.4858, reader_cost=0.0004 | ETA 04:13:21 2020-12-01 14:54:03 [INFO] [TRAIN] epoch=14, iter=8720/40000, loss=1.1385, lr=0.008015, batch_cost=0.4986, reader_cost=0.0012 | ETA 04:19:55 2020-12-01 14:54:08 [INFO] [TRAIN] epoch=14, iter=8730/40000, loss=1.1797, lr=0.008013, batch_cost=0.4909, reader_cost=0.0004 | ETA 04:15:49 2020-12-01 14:54:13 [INFO] [TRAIN] epoch=14, iter=8740/40000, loss=1.2324, lr=0.008010, batch_cost=0.4927, reader_cost=0.0007 | ETA 04:16:40 2020-12-01 14:54:18 [INFO] [TRAIN] epoch=14, iter=8750/40000, loss=1.2630, lr=0.008008, batch_cost=0.4995, reader_cost=0.0010 | ETA 04:20:08 2020-12-01 14:54:23 [INFO] [TRAIN] epoch=14, iter=8760/40000, loss=1.0218, lr=0.008006, batch_cost=0.5057, reader_cost=0.0010 | ETA 04:23:18 2020-12-01 14:54:28 [INFO] [TRAIN] epoch=14, iter=8770/40000, loss=0.8053, lr=0.008003, batch_cost=0.5013, reader_cost=0.0012 | ETA 04:20:54 2020-12-01 14:54:33 [INFO] [TRAIN] epoch=14, iter=8780/40000, loss=0.7408, lr=0.008001, batch_cost=0.4978, reader_cost=0.0016 | ETA 04:19:02 2020-12-01 14:54:38 [INFO] [TRAIN] epoch=14, iter=8790/40000, loss=1.0374, lr=0.007999, batch_cost=0.4966, reader_cost=0.0016 | ETA 04:18:18 2020-12-01 14:54:43 [INFO] [TRAIN] epoch=14, iter=8800/40000, loss=1.6490, lr=0.007996, batch_cost=0.5056, reader_cost=0.0013 | ETA 04:22:54 2020-12-01 14:54:48 [INFO] [TRAIN] epoch=14, iter=8810/40000, loss=0.6566, lr=0.007994, batch_cost=0.4878, reader_cost=0.0013 | ETA 04:13:34 2020-12-01 14:54:53 [INFO] [TRAIN] epoch=14, iter=8820/40000, loss=0.9206, lr=0.007992, batch_cost=0.4950, reader_cost=0.0005 | ETA 04:17:14 2020-12-01 14:54:58 [INFO] [TRAIN] epoch=14, iter=8830/40000, loss=1.0775, lr=0.007990, batch_cost=0.4949, reader_cost=0.0006 | ETA 04:17:05 2020-12-01 14:55:03 [INFO] [TRAIN] epoch=14, iter=8840/40000, loss=0.7830, lr=0.007987, batch_cost=0.4878, reader_cost=0.0004 | ETA 04:13:18 2020-12-01 14:55:08 [INFO] [TRAIN] epoch=14, iter=8850/40000, loss=0.7598, lr=0.007985, batch_cost=0.5033, reader_cost=0.0008 | ETA 04:21:18 2020-12-01 14:55:13 [INFO] [TRAIN] epoch=14, iter=8860/40000, loss=0.5762, lr=0.007983, batch_cost=0.4887, reader_cost=0.0002 | ETA 04:13:38 2020-12-01 14:55:18 [INFO] [TRAIN] epoch=14, iter=8870/40000, loss=0.8209, lr=0.007980, batch_cost=0.4938, reader_cost=0.0003 | ETA 04:16:11 2020-12-01 14:55:23 [INFO] [TRAIN] epoch=14, iter=8880/40000, loss=0.9930, lr=0.007978, batch_cost=0.4833, reader_cost=0.0018 | ETA 04:10:39 2020-12-01 14:55:27 [INFO] [TRAIN] epoch=14, iter=8890/40000, loss=0.9051, lr=0.007976, batch_cost=0.4882, reader_cost=0.0013 | ETA 04:13:06 2020-12-01 14:55:32 [INFO] [TRAIN] epoch=14, iter=8900/40000, loss=0.8572, lr=0.007973, batch_cost=0.4896, reader_cost=0.0015 | ETA 04:13:45 2020-12-01 14:55:37 [INFO] [TRAIN] epoch=14, iter=8910/40000, loss=0.7740, lr=0.007971, batch_cost=0.4925, reader_cost=0.0008 | ETA 04:15:12 2020-12-01 14:55:42 [INFO] [TRAIN] epoch=14, iter=8920/40000, loss=0.8110, lr=0.007969, batch_cost=0.4975, reader_cost=0.0012 | ETA 04:17:42 2020-12-01 14:55:47 [INFO] [TRAIN] epoch=14, iter=8930/40000, loss=0.9691, lr=0.007966, batch_cost=0.4924, reader_cost=0.0007 | ETA 04:14:59 2020-12-01 14:55:52 [INFO] [TRAIN] epoch=14, iter=8940/40000, loss=0.7230, lr=0.007964, batch_cost=0.4989, reader_cost=0.0006 | ETA 04:18:16 2020-12-01 14:55:57 [INFO] [TRAIN] epoch=14, iter=8950/40000, loss=1.1239, lr=0.007962, batch_cost=0.4940, reader_cost=0.0013 | ETA 04:15:38 2020-12-01 14:56:02 [INFO] [TRAIN] epoch=14, iter=8960/40000, loss=0.6321, lr=0.007960, batch_cost=0.4918, reader_cost=0.0013 | ETA 04:14:26 2020-12-01 14:56:07 [INFO] [TRAIN] epoch=14, iter=8970/40000, loss=0.7736, lr=0.007957, batch_cost=0.4925, reader_cost=0.0011 | ETA 04:14:43 2020-12-01 14:56:12 [INFO] [TRAIN] epoch=14, iter=8980/40000, loss=0.8391, lr=0.007955, batch_cost=0.4971, reader_cost=0.0018 | ETA 04:16:59 2020-12-01 14:56:17 [INFO] [TRAIN] epoch=14, iter=8990/40000, loss=0.7966, lr=0.007953, batch_cost=0.4934, reader_cost=0.0008 | ETA 04:15:01 2020-12-01 14:56:22 [INFO] [TRAIN] epoch=14, iter=9000/40000, loss=0.8954, lr=0.007950, batch_cost=0.4967, reader_cost=0.0003 | ETA 04:16:37 2020-12-01 14:56:27 [INFO] [TRAIN] epoch=14, iter=9010/40000, loss=1.1482, lr=0.007948, batch_cost=0.5030, reader_cost=0.0012 | ETA 04:19:49 2020-12-01 14:56:32 [INFO] [TRAIN] epoch=14, iter=9020/40000, loss=1.1778, lr=0.007946, batch_cost=0.4958, reader_cost=0.0006 | ETA 04:15:59 2020-12-01 14:56:37 [INFO] [TRAIN] epoch=14, iter=9030/40000, loss=1.2168, lr=0.007943, batch_cost=0.4926, reader_cost=0.0006 | ETA 04:14:16 2020-12-01 14:56:42 [INFO] [TRAIN] epoch=14, iter=9040/40000, loss=0.8855, lr=0.007941, batch_cost=0.4924, reader_cost=0.0007 | ETA 04:14:05 2020-12-01 14:56:47 [INFO] [TRAIN] epoch=14, iter=9050/40000, loss=0.7211, lr=0.007939, batch_cost=0.4987, reader_cost=0.0007 | ETA 04:17:14 2020-12-01 14:56:52 [INFO] [TRAIN] epoch=14, iter=9060/40000, loss=0.9145, lr=0.007936, batch_cost=0.4955, reader_cost=0.0005 | ETA 04:15:32 2020-12-01 14:56:57 [INFO] [TRAIN] epoch=14, iter=9070/40000, loss=0.9662, lr=0.007934, batch_cost=0.4905, reader_cost=0.0003 | ETA 04:12:51 2020-12-01 14:57:01 [INFO] [TRAIN] epoch=14, iter=9080/40000, loss=1.4076, lr=0.007932, batch_cost=0.4882, reader_cost=0.0010 | ETA 04:11:33 2020-12-01 14:57:06 [INFO] [TRAIN] epoch=14, iter=9090/40000, loss=1.5290, lr=0.007930, batch_cost=0.4936, reader_cost=0.0007 | ETA 04:14:18 2020-12-01 14:57:11 [INFO] [TRAIN] epoch=14, iter=9100/40000, loss=0.6454, lr=0.007927, batch_cost=0.4848, reader_cost=0.0001 | ETA 04:09:39 2020-12-01 14:57:16 [INFO] [TRAIN] epoch=14, iter=9110/40000, loss=0.9583, lr=0.007925, batch_cost=0.4864, reader_cost=0.0003 | ETA 04:10:25 2020-12-01 14:57:21 [INFO] [TRAIN] epoch=14, iter=9120/40000, loss=1.1655, lr=0.007923, batch_cost=0.4985, reader_cost=0.0005 | ETA 04:16:33 2020-12-01 14:57:26 [INFO] [TRAIN] epoch=14, iter=9130/40000, loss=1.2151, lr=0.007920, batch_cost=0.4965, reader_cost=0.0003 | ETA 04:15:26 2020-12-01 14:57:31 [INFO] [TRAIN] epoch=14, iter=9140/40000, loss=1.0285, lr=0.007918, batch_cost=0.4926, reader_cost=0.0011 | ETA 04:13:22 2020-12-01 14:57:36 [INFO] [TRAIN] epoch=14, iter=9150/40000, loss=0.8139, lr=0.007916, batch_cost=0.4983, reader_cost=0.0015 | ETA 04:16:12 2020-12-01 14:57:41 [INFO] [TRAIN] epoch=14, iter=9160/40000, loss=0.7497, lr=0.007913, batch_cost=0.5023, reader_cost=0.0018 | ETA 04:18:09 2020-12-01 14:57:46 [INFO] [TRAIN] epoch=14, iter=9170/40000, loss=1.4320, lr=0.007911, batch_cost=0.4927, reader_cost=0.0013 | ETA 04:13:10 2020-12-01 14:57:51 [INFO] [TRAIN] epoch=14, iter=9180/40000, loss=1.0410, lr=0.007909, batch_cost=0.4976, reader_cost=0.0010 | ETA 04:15:34 2020-12-01 14:57:56 [INFO] [TRAIN] epoch=14, iter=9190/40000, loss=1.1604, lr=0.007906, batch_cost=0.4950, reader_cost=0.0007 | ETA 04:14:11 2020-12-01 14:58:01 [INFO] [TRAIN] epoch=14, iter=9200/40000, loss=0.9531, lr=0.007904, batch_cost=0.4968, reader_cost=0.0003 | ETA 04:14:59 2020-12-01 14:58:06 [INFO] [TRAIN] epoch=14, iter=9210/40000, loss=0.8624, lr=0.007902, batch_cost=0.5027, reader_cost=0.0016 | ETA 04:17:58 2020-12-01 14:58:11 [INFO] [TRAIN] epoch=14, iter=9220/40000, loss=0.6957, lr=0.007900, batch_cost=0.4990, reader_cost=0.0003 | ETA 04:16:00 2020-12-01 14:58:16 [INFO] [TRAIN] epoch=14, iter=9230/40000, loss=0.8684, lr=0.007897, batch_cost=0.4965, reader_cost=0.0011 | ETA 04:14:38 2020-12-01 14:58:21 [INFO] [TRAIN] epoch=14, iter=9240/40000, loss=0.7472, lr=0.007895, batch_cost=0.5014, reader_cost=0.0005 | ETA 04:17:01 2020-12-01 14:58:26 [INFO] [TRAIN] epoch=14, iter=9250/40000, loss=1.4625, lr=0.007893, batch_cost=0.4864, reader_cost=0.0004 | ETA 04:09:18 2020-12-01 14:58:31 [INFO] [TRAIN] epoch=15, iter=9260/40000, loss=1.0226, lr=0.007890, batch_cost=0.5711, reader_cost=0.0654 | ETA 04:52:36 2020-12-01 14:58:36 [INFO] [TRAIN] epoch=15, iter=9270/40000, loss=0.9045, lr=0.007888, batch_cost=0.4841, reader_cost=0.0006 | ETA 04:07:57 2020-12-01 14:58:41 [INFO] [TRAIN] epoch=15, iter=9280/40000, loss=0.7200, lr=0.007886, batch_cost=0.5053, reader_cost=0.0020 | ETA 04:18:43 2020-12-01 14:58:46 [INFO] [TRAIN] epoch=15, iter=9290/40000, loss=0.9613, lr=0.007883, batch_cost=0.5047, reader_cost=0.0014 | ETA 04:18:19 2020-12-01 14:58:51 [INFO] [TRAIN] epoch=15, iter=9300/40000, loss=0.9787, lr=0.007881, batch_cost=0.4904, reader_cost=0.0009 | ETA 04:10:54 2020-12-01 14:58:56 [INFO] [TRAIN] epoch=15, iter=9310/40000, loss=0.7452, lr=0.007879, batch_cost=0.4997, reader_cost=0.0003 | ETA 04:15:34 2020-12-01 14:59:01 [INFO] [TRAIN] epoch=15, iter=9320/40000, loss=1.3056, lr=0.007876, batch_cost=0.4954, reader_cost=0.0011 | ETA 04:13:18 2020-12-01 14:59:06 [INFO] [TRAIN] epoch=15, iter=9330/40000, loss=0.6714, lr=0.007874, batch_cost=0.4887, reader_cost=0.0004 | ETA 04:09:48 2020-12-01 14:59:11 [INFO] [TRAIN] epoch=15, iter=9340/40000, loss=1.1654, lr=0.007872, batch_cost=0.4971, reader_cost=0.0005 | ETA 04:14:01 2020-12-01 14:59:16 [INFO] [TRAIN] epoch=15, iter=9350/40000, loss=0.8502, lr=0.007869, batch_cost=0.4994, reader_cost=0.0012 | ETA 04:15:05 2020-12-01 14:59:21 [INFO] [TRAIN] epoch=15, iter=9360/40000, loss=0.7921, lr=0.007867, batch_cost=0.4943, reader_cost=0.0005 | ETA 04:12:25 2020-12-01 14:59:26 [INFO] [TRAIN] epoch=15, iter=9370/40000, loss=0.9079, lr=0.007865, batch_cost=0.4950, reader_cost=0.0002 | ETA 04:12:42 2020-12-01 14:59:31 [INFO] [TRAIN] epoch=15, iter=9380/40000, loss=1.0517, lr=0.007863, batch_cost=0.4906, reader_cost=0.0001 | ETA 04:10:21 2020-12-01 14:59:36 [INFO] [TRAIN] epoch=15, iter=9390/40000, loss=1.1623, lr=0.007860, batch_cost=0.4911, reader_cost=0.0003 | ETA 04:10:33 2020-12-01 14:59:41 [INFO] [TRAIN] epoch=15, iter=9400/40000, loss=0.9330, lr=0.007858, batch_cost=0.4947, reader_cost=0.0006 | ETA 04:12:19 2020-12-01 14:59:46 [INFO] [TRAIN] epoch=15, iter=9410/40000, loss=0.6402, lr=0.007856, batch_cost=0.4941, reader_cost=0.0003 | ETA 04:11:53 2020-12-01 14:59:50 [INFO] [TRAIN] epoch=15, iter=9420/40000, loss=0.8524, lr=0.007853, batch_cost=0.4919, reader_cost=0.0004 | ETA 04:10:41 2020-12-01 14:59:55 [INFO] [TRAIN] epoch=15, iter=9430/40000, loss=0.8435, lr=0.007851, batch_cost=0.4850, reader_cost=0.0003 | ETA 04:07:07 2020-12-01 15:00:00 [INFO] [TRAIN] epoch=15, iter=9440/40000, loss=1.1888, lr=0.007849, batch_cost=0.4895, reader_cost=0.0008 | ETA 04:09:18 2020-12-01 15:00:05 [INFO] [TRAIN] epoch=15, iter=9450/40000, loss=0.8045, lr=0.007846, batch_cost=0.4912, reader_cost=0.0015 | ETA 04:10:07 2020-12-01 15:00:10 [INFO] [TRAIN] epoch=15, iter=9460/40000, loss=1.5074, lr=0.007844, batch_cost=0.4944, reader_cost=0.0005 | ETA 04:11:39 2020-12-01 15:00:15 [INFO] [TRAIN] epoch=15, iter=9470/40000, loss=1.0151, lr=0.007842, batch_cost=0.4931, reader_cost=0.0005 | ETA 04:10:55 2020-12-01 15:00:20 [INFO] [TRAIN] epoch=15, iter=9480/40000, loss=1.1507, lr=0.007839, batch_cost=0.4921, reader_cost=0.0012 | ETA 04:10:19 2020-12-01 15:00:25 [INFO] [TRAIN] epoch=15, iter=9490/40000, loss=1.1013, lr=0.007837, batch_cost=0.4983, reader_cost=0.0027 | ETA 04:13:24 2020-12-01 15:00:30 [INFO] [TRAIN] epoch=15, iter=9500/40000, loss=1.0189, lr=0.007835, batch_cost=0.4977, reader_cost=0.0012 | ETA 04:13:00 2020-12-01 15:00:35 [INFO] [TRAIN] epoch=15, iter=9510/40000, loss=1.0021, lr=0.007833, batch_cost=0.4972, reader_cost=0.0013 | ETA 04:12:39 2020-12-01 15:00:40 [INFO] [TRAIN] epoch=15, iter=9520/40000, loss=1.0365, lr=0.007830, batch_cost=0.4896, reader_cost=0.0007 | ETA 04:08:42 2020-12-01 15:00:45 [INFO] [TRAIN] epoch=15, iter=9530/40000, loss=0.9528, lr=0.007828, batch_cost=0.4910, reader_cost=0.0003 | ETA 04:09:21 2020-12-01 15:00:50 [INFO] [TRAIN] epoch=15, iter=9540/40000, loss=0.7972, lr=0.007826, batch_cost=0.4977, reader_cost=0.0012 | ETA 04:12:40 2020-12-01 15:00:55 [INFO] [TRAIN] epoch=15, iter=9550/40000, loss=1.4848, lr=0.007823, batch_cost=0.4917, reader_cost=0.0011 | ETA 04:09:31 2020-12-01 15:01:00 [INFO] [TRAIN] epoch=15, iter=9560/40000, loss=1.0196, lr=0.007821, batch_cost=0.5026, reader_cost=0.0017 | ETA 04:14:58 2020-12-01 15:01:04 [INFO] [TRAIN] epoch=15, iter=9570/40000, loss=0.8500, lr=0.007819, batch_cost=0.4879, reader_cost=0.0012 | ETA 04:07:26 2020-12-01 15:01:09 [INFO] [TRAIN] epoch=15, iter=9580/40000, loss=0.9226, lr=0.007816, batch_cost=0.4807, reader_cost=0.0005 | ETA 04:03:43 2020-12-01 15:01:14 [INFO] [TRAIN] epoch=15, iter=9590/40000, loss=0.9986, lr=0.007814, batch_cost=0.4832, reader_cost=0.0006 | ETA 04:04:52 2020-12-01 15:01:19 [INFO] [TRAIN] epoch=15, iter=9600/40000, loss=1.0687, lr=0.007812, batch_cost=0.5211, reader_cost=0.0031 | ETA 04:24:00 2020-12-01 15:01:24 [INFO] [TRAIN] epoch=15, iter=9610/40000, loss=0.6916, lr=0.007809, batch_cost=0.4927, reader_cost=0.0003 | ETA 04:09:34 2020-12-01 15:01:29 [INFO] [TRAIN] epoch=15, iter=9620/40000, loss=1.2903, lr=0.007807, batch_cost=0.4921, reader_cost=0.0003 | ETA 04:09:09 2020-12-01 15:01:34 [INFO] [TRAIN] epoch=15, iter=9630/40000, loss=0.9417, lr=0.007805, batch_cost=0.4950, reader_cost=0.0010 | ETA 04:10:33 2020-12-01 15:01:39 [INFO] [TRAIN] epoch=15, iter=9640/40000, loss=1.0798, lr=0.007802, batch_cost=0.4961, reader_cost=0.0006 | ETA 04:11:01 2020-12-01 15:01:44 [INFO] [TRAIN] epoch=15, iter=9650/40000, loss=1.0083, lr=0.007800, batch_cost=0.5040, reader_cost=0.0005 | ETA 04:14:55 2020-12-01 15:01:49 [INFO] [TRAIN] epoch=15, iter=9660/40000, loss=0.6529, lr=0.007798, batch_cost=0.4954, reader_cost=0.0004 | ETA 04:10:31 2020-12-01 15:01:54 [INFO] [TRAIN] epoch=15, iter=9670/40000, loss=0.9463, lr=0.007796, batch_cost=0.4950, reader_cost=0.0008 | ETA 04:10:13 2020-12-01 15:01:59 [INFO] [TRAIN] epoch=15, iter=9680/40000, loss=1.2113, lr=0.007793, batch_cost=0.4890, reader_cost=0.0005 | ETA 04:07:06 2020-12-01 15:02:04 [INFO] [TRAIN] epoch=15, iter=9690/40000, loss=0.7120, lr=0.007791, batch_cost=0.4946, reader_cost=0.0002 | ETA 04:09:51 2020-12-01 15:02:09 [INFO] [TRAIN] epoch=15, iter=9700/40000, loss=0.7633, lr=0.007789, batch_cost=0.4947, reader_cost=0.0008 | ETA 04:09:49 2020-12-01 15:02:14 [INFO] [TRAIN] epoch=15, iter=9710/40000, loss=0.8891, lr=0.007786, batch_cost=0.4891, reader_cost=0.0007 | ETA 04:06:55 2020-12-01 15:02:19 [INFO] [TRAIN] epoch=15, iter=9720/40000, loss=1.0783, lr=0.007784, batch_cost=0.4935, reader_cost=0.0015 | ETA 04:09:03 2020-12-01 15:02:24 [INFO] [TRAIN] epoch=15, iter=9730/40000, loss=1.5018, lr=0.007782, batch_cost=0.4912, reader_cost=0.0009 | ETA 04:07:48 2020-12-01 15:02:29 [INFO] [TRAIN] epoch=15, iter=9740/40000, loss=0.8842, lr=0.007779, batch_cost=0.4954, reader_cost=0.0009 | ETA 04:09:51 2020-12-01 15:02:33 [INFO] [TRAIN] epoch=15, iter=9750/40000, loss=1.2495, lr=0.007777, batch_cost=0.4943, reader_cost=0.0003 | ETA 04:09:13 2020-12-01 15:02:38 [INFO] [TRAIN] epoch=15, iter=9760/40000, loss=1.0992, lr=0.007775, batch_cost=0.4983, reader_cost=0.0009 | ETA 04:11:08 2020-12-01 15:02:43 [INFO] [TRAIN] epoch=15, iter=9770/40000, loss=1.0523, lr=0.007772, batch_cost=0.4913, reader_cost=0.0006 | ETA 04:07:31 2020-12-01 15:02:48 [INFO] [TRAIN] epoch=15, iter=9780/40000, loss=1.0472, lr=0.007770, batch_cost=0.4952, reader_cost=0.0003 | ETA 04:09:25 2020-12-01 15:02:53 [INFO] [TRAIN] epoch=15, iter=9790/40000, loss=0.9125, lr=0.007768, batch_cost=0.4965, reader_cost=0.0015 | ETA 04:10:00 2020-12-01 15:02:58 [INFO] [TRAIN] epoch=15, iter=9800/40000, loss=0.9334, lr=0.007765, batch_cost=0.4878, reader_cost=0.0031 | ETA 04:05:30 2020-12-01 15:03:03 [INFO] [TRAIN] epoch=15, iter=9810/40000, loss=1.2503, lr=0.007763, batch_cost=0.4861, reader_cost=0.0009 | ETA 04:04:35 2020-12-01 15:03:08 [INFO] [TRAIN] epoch=15, iter=9820/40000, loss=0.8964, lr=0.007761, batch_cost=0.4924, reader_cost=0.0007 | ETA 04:07:41 2020-12-01 15:03:13 [INFO] [TRAIN] epoch=15, iter=9830/40000, loss=1.0222, lr=0.007758, batch_cost=0.4944, reader_cost=0.0005 | ETA 04:08:37 2020-12-01 15:03:18 [INFO] [TRAIN] epoch=15, iter=9840/40000, loss=1.4195, lr=0.007756, batch_cost=0.4912, reader_cost=0.0021 | ETA 04:06:54 2020-12-01 15:03:23 [INFO] [TRAIN] epoch=15, iter=9850/40000, loss=1.2219, lr=0.007754, batch_cost=0.4876, reader_cost=0.0009 | ETA 04:05:02 2020-12-01 15:03:28 [INFO] [TRAIN] epoch=15, iter=9860/40000, loss=1.2231, lr=0.007752, batch_cost=0.4897, reader_cost=0.0012 | ETA 04:05:59 2020-12-01 15:03:33 [INFO] [TRAIN] epoch=15, iter=9870/40000, loss=0.9955, lr=0.007749, batch_cost=0.4999, reader_cost=0.0013 | ETA 04:11:01 2020-12-01 15:03:38 [INFO] [TRAIN] epoch=15, iter=9880/40000, loss=0.9474, lr=0.007747, batch_cost=0.4990, reader_cost=0.0009 | ETA 04:10:31 2020-12-01 15:03:43 [INFO] [TRAIN] epoch=15, iter=9890/40000, loss=0.7783, lr=0.007745, batch_cost=0.4950, reader_cost=0.0011 | ETA 04:08:23 2020-12-01 15:03:48 [INFO] [TRAIN] epoch=15, iter=9900/40000, loss=0.7311, lr=0.007742, batch_cost=0.4971, reader_cost=0.0009 | ETA 04:09:22 2020-12-01 15:03:52 [INFO] [TRAIN] epoch=15, iter=9910/40000, loss=0.9142, lr=0.007740, batch_cost=0.4895, reader_cost=0.0010 | ETA 04:05:29 2020-12-01 15:03:58 [INFO] [TRAIN] epoch=16, iter=9920/40000, loss=1.1375, lr=0.007738, batch_cost=0.5852, reader_cost=0.0634 | ETA 04:53:23 2020-12-01 15:04:03 [INFO] [TRAIN] epoch=16, iter=9930/40000, loss=1.0351, lr=0.007735, batch_cost=0.4933, reader_cost=0.0006 | ETA 04:07:12 2020-12-01 15:04:08 [INFO] [TRAIN] epoch=16, iter=9940/40000, loss=0.7928, lr=0.007733, batch_cost=0.4860, reader_cost=0.0010 | ETA 04:03:28 2020-12-01 15:04:13 [INFO] [TRAIN] epoch=16, iter=9950/40000, loss=0.8439, lr=0.007731, batch_cost=0.4908, reader_cost=0.0011 | ETA 04:05:48 2020-12-01 15:04:18 [INFO] [TRAIN] epoch=16, iter=9960/40000, loss=0.6565, lr=0.007728, batch_cost=0.4986, reader_cost=0.0014 | ETA 04:09:37 2020-12-01 15:04:23 [INFO] [TRAIN] epoch=16, iter=9970/40000, loss=1.1975, lr=0.007726, batch_cost=0.4927, reader_cost=0.0008 | ETA 04:06:35 2020-12-01 15:04:28 [INFO] [TRAIN] epoch=16, iter=9980/40000, loss=0.9636, lr=0.007724, batch_cost=0.4865, reader_cost=0.0003 | ETA 04:03:24 2020-12-01 15:04:33 [INFO] [TRAIN] epoch=16, iter=9990/40000, loss=0.9291, lr=0.007721, batch_cost=0.4901, reader_cost=0.0009 | ETA 04:05:08 2020-12-01 15:04:38 [INFO] [TRAIN] epoch=16, iter=10000/40000, loss=0.9796, lr=0.007719, batch_cost=0.4877, reader_cost=0.0003 | ETA 04:03:51 2020-12-01 15:04:42 [INFO] [TRAIN] epoch=16, iter=10010/40000, loss=0.6211, lr=0.007717, batch_cost=0.4935, reader_cost=0.0001 | ETA 04:06:40 2020-12-01 15:04:47 [INFO] [TRAIN] epoch=16, iter=10020/40000, loss=0.9568, lr=0.007714, batch_cost=0.4909, reader_cost=0.0001 | ETA 04:05:18 2020-12-01 15:04:52 [INFO] [TRAIN] epoch=16, iter=10030/40000, loss=0.7360, lr=0.007712, batch_cost=0.4944, reader_cost=0.0005 | ETA 04:06:56 2020-12-01 15:04:57 [INFO] [TRAIN] epoch=16, iter=10040/40000, loss=0.7037, lr=0.007710, batch_cost=0.4936, reader_cost=0.0009 | ETA 04:06:28 2020-12-01 15:05:02 [INFO] [TRAIN] epoch=16, iter=10050/40000, loss=0.8253, lr=0.007708, batch_cost=0.4926, reader_cost=0.0003 | ETA 04:05:54 2020-12-01 15:05:07 [INFO] [TRAIN] epoch=16, iter=10060/40000, loss=1.0032, lr=0.007705, batch_cost=0.4981, reader_cost=0.0003 | ETA 04:08:33 2020-12-01 15:05:12 [INFO] [TRAIN] epoch=16, iter=10070/40000, loss=0.6168, lr=0.007703, batch_cost=0.5015, reader_cost=0.0003 | ETA 04:10:10 2020-12-01 15:05:17 [INFO] [TRAIN] epoch=16, iter=10080/40000, loss=0.8145, lr=0.007701, batch_cost=0.4948, reader_cost=0.0001 | ETA 04:06:45 2020-12-01 15:05:22 [INFO] [TRAIN] epoch=16, iter=10090/40000, loss=0.8119, lr=0.007698, batch_cost=0.4956, reader_cost=0.0001 | ETA 04:07:02 2020-12-01 15:05:27 [INFO] [TRAIN] epoch=16, iter=10100/40000, loss=0.7791, lr=0.007696, batch_cost=0.4954, reader_cost=0.0001 | ETA 04:06:51 2020-12-01 15:05:32 [INFO] [TRAIN] epoch=16, iter=10110/40000, loss=0.9351, lr=0.007694, batch_cost=0.4892, reader_cost=0.0005 | ETA 04:03:41 2020-12-01 15:05:37 [INFO] [TRAIN] epoch=16, iter=10120/40000, loss=0.9222, lr=0.007691, batch_cost=0.4917, reader_cost=0.0012 | ETA 04:04:50 2020-12-01 15:05:42 [INFO] [TRAIN] epoch=16, iter=10130/40000, loss=0.7679, lr=0.007689, batch_cost=0.4987, reader_cost=0.0011 | ETA 04:08:14 2020-12-01 15:05:47 [INFO] [TRAIN] epoch=16, iter=10140/40000, loss=0.7293, lr=0.007687, batch_cost=0.4988, reader_cost=0.0008 | ETA 04:08:14 2020-12-01 15:05:52 [INFO] [TRAIN] epoch=16, iter=10150/40000, loss=0.5916, lr=0.007684, batch_cost=0.5016, reader_cost=0.0015 | ETA 04:09:32 2020-12-01 15:05:57 [INFO] [TRAIN] epoch=16, iter=10160/40000, loss=1.1403, lr=0.007682, batch_cost=0.4979, reader_cost=0.0005 | ETA 04:07:36 2020-12-01 15:06:02 [INFO] [TRAIN] epoch=16, iter=10170/40000, loss=0.7046, lr=0.007680, batch_cost=0.4979, reader_cost=0.0011 | ETA 04:07:33 2020-12-01 15:06:07 [INFO] [TRAIN] epoch=16, iter=10180/40000, loss=0.6424, lr=0.007677, batch_cost=0.4962, reader_cost=0.0003 | ETA 04:06:36 2020-12-01 15:06:12 [INFO] [TRAIN] epoch=16, iter=10190/40000, loss=0.6910, lr=0.007675, batch_cost=0.5028, reader_cost=0.0015 | ETA 04:09:47 2020-12-01 15:06:17 [INFO] [TRAIN] epoch=16, iter=10200/40000, loss=0.7040, lr=0.007673, batch_cost=0.4899, reader_cost=0.0012 | ETA 04:03:19 2020-12-01 15:06:22 [INFO] [TRAIN] epoch=16, iter=10210/40000, loss=0.7974, lr=0.007670, batch_cost=0.5004, reader_cost=0.0011 | ETA 04:08:26 2020-12-01 15:06:27 [INFO] [TRAIN] epoch=16, iter=10220/40000, loss=0.8423, lr=0.007668, batch_cost=0.4950, reader_cost=0.0017 | ETA 04:05:40 2020-12-01 15:06:32 [INFO] [TRAIN] epoch=16, iter=10230/40000, loss=0.6716, lr=0.007666, batch_cost=0.4933, reader_cost=0.0019 | ETA 04:04:44 2020-12-01 15:06:36 [INFO] [TRAIN] epoch=16, iter=10240/40000, loss=1.0328, lr=0.007664, batch_cost=0.4910, reader_cost=0.0011 | ETA 04:03:31 2020-12-01 15:06:41 [INFO] [TRAIN] epoch=16, iter=10250/40000, loss=0.6504, lr=0.007661, batch_cost=0.4980, reader_cost=0.0018 | ETA 04:06:55 2020-12-01 15:06:46 [INFO] [TRAIN] epoch=16, iter=10260/40000, loss=0.5121, lr=0.007659, batch_cost=0.4957, reader_cost=0.0015 | ETA 04:05:42 2020-12-01 15:06:51 [INFO] [TRAIN] epoch=16, iter=10270/40000, loss=0.9328, lr=0.007657, batch_cost=0.4992, reader_cost=0.0013 | ETA 04:07:21 2020-12-01 15:06:56 [INFO] [TRAIN] epoch=16, iter=10280/40000, loss=0.7676, lr=0.007654, batch_cost=0.5013, reader_cost=0.0015 | ETA 04:08:18 2020-12-01 15:07:01 [INFO] [TRAIN] epoch=16, iter=10290/40000, loss=0.9305, lr=0.007652, batch_cost=0.4935, reader_cost=0.0009 | ETA 04:04:22 2020-12-01 15:07:06 [INFO] [TRAIN] epoch=16, iter=10300/40000, loss=0.7926, lr=0.007650, batch_cost=0.4991, reader_cost=0.0015 | ETA 04:07:03 2020-12-01 15:07:11 [INFO] [TRAIN] epoch=16, iter=10310/40000, loss=0.9778, lr=0.007647, batch_cost=0.5073, reader_cost=0.0029 | ETA 04:11:00 2020-12-01 15:07:16 [INFO] [TRAIN] epoch=16, iter=10320/40000, loss=0.6341, lr=0.007645, batch_cost=0.5017, reader_cost=0.0006 | ETA 04:08:09 2020-12-01 15:07:21 [INFO] [TRAIN] epoch=16, iter=10330/40000, loss=0.7779, lr=0.007643, batch_cost=0.4928, reader_cost=0.0008 | ETA 04:03:41 2020-12-01 15:07:26 [INFO] [TRAIN] epoch=16, iter=10340/40000, loss=0.8176, lr=0.007640, batch_cost=0.5021, reader_cost=0.0015 | ETA 04:08:11 2020-12-01 15:07:31 [INFO] [TRAIN] epoch=16, iter=10350/40000, loss=0.7916, lr=0.007638, batch_cost=0.5014, reader_cost=0.0018 | ETA 04:07:45 2020-12-01 15:07:36 [INFO] [TRAIN] epoch=16, iter=10360/40000, loss=0.7984, lr=0.007636, batch_cost=0.4933, reader_cost=0.0017 | ETA 04:03:40 2020-12-01 15:07:41 [INFO] [TRAIN] epoch=16, iter=10370/40000, loss=1.1175, lr=0.007633, batch_cost=0.4926, reader_cost=0.0012 | ETA 04:03:17 2020-12-01 15:07:46 [INFO] [TRAIN] epoch=16, iter=10380/40000, loss=0.9404, lr=0.007631, batch_cost=0.4853, reader_cost=0.0005 | ETA 03:59:33 2020-12-01 15:07:51 [INFO] [TRAIN] epoch=16, iter=10390/40000, loss=0.7404, lr=0.007629, batch_cost=0.4908, reader_cost=0.0007 | ETA 04:02:12 2020-12-01 15:07:56 [INFO] [TRAIN] epoch=16, iter=10400/40000, loss=1.0279, lr=0.007626, batch_cost=0.4880, reader_cost=0.0003 | ETA 04:00:44 2020-12-01 15:08:01 [INFO] [TRAIN] epoch=16, iter=10410/40000, loss=0.8151, lr=0.007624, batch_cost=0.4856, reader_cost=0.0003 | ETA 03:59:29 2020-12-01 15:08:06 [INFO] [TRAIN] epoch=16, iter=10420/40000, loss=0.7474, lr=0.007622, batch_cost=0.4907, reader_cost=0.0010 | ETA 04:01:56 2020-12-01 15:08:11 [INFO] [TRAIN] epoch=16, iter=10430/40000, loss=0.9513, lr=0.007619, batch_cost=0.4916, reader_cost=0.0003 | ETA 04:02:17 2020-12-01 15:08:15 [INFO] [TRAIN] epoch=16, iter=10440/40000, loss=1.4803, lr=0.007617, batch_cost=0.4901, reader_cost=0.0003 | ETA 04:01:26 2020-12-01 15:08:20 [INFO] [TRAIN] epoch=16, iter=10450/40000, loss=0.7790, lr=0.007615, batch_cost=0.4820, reader_cost=0.0005 | ETA 03:57:22 2020-12-01 15:08:25 [INFO] [TRAIN] epoch=16, iter=10460/40000, loss=0.8629, lr=0.007613, batch_cost=0.4810, reader_cost=0.0008 | ETA 03:56:49 2020-12-01 15:08:30 [INFO] [TRAIN] epoch=16, iter=10470/40000, loss=1.6753, lr=0.007610, batch_cost=0.4887, reader_cost=0.0005 | ETA 04:00:30 2020-12-01 15:08:35 [INFO] [TRAIN] epoch=16, iter=10480/40000, loss=0.8011, lr=0.007608, batch_cost=0.4777, reader_cost=0.0003 | ETA 03:55:00 2020-12-01 15:08:40 [INFO] [TRAIN] epoch=16, iter=10490/40000, loss=1.0694, lr=0.007606, batch_cost=0.4923, reader_cost=0.0001 | ETA 04:02:07 2020-12-01 15:08:44 [INFO] [TRAIN] epoch=16, iter=10500/40000, loss=1.0022, lr=0.007603, batch_cost=0.4757, reader_cost=0.0003 | ETA 03:53:54 2020-12-01 15:08:49 [INFO] [TRAIN] epoch=16, iter=10510/40000, loss=1.1591, lr=0.007601, batch_cost=0.4828, reader_cost=0.0003 | ETA 03:57:18 2020-12-01 15:08:54 [INFO] [TRAIN] epoch=16, iter=10520/40000, loss=1.1303, lr=0.007599, batch_cost=0.4827, reader_cost=0.0001 | ETA 03:57:08 2020-12-01 15:08:59 [INFO] [TRAIN] epoch=16, iter=10530/40000, loss=0.8480, lr=0.007596, batch_cost=0.4867, reader_cost=0.0001 | ETA 03:59:03 2020-12-01 15:09:04 [INFO] [TRAIN] epoch=16, iter=10540/40000, loss=1.0934, lr=0.007594, batch_cost=0.4806, reader_cost=0.0010 | ETA 03:55:58 2020-12-01 15:09:09 [INFO] [TRAIN] epoch=16, iter=10550/40000, loss=0.6123, lr=0.007592, batch_cost=0.4900, reader_cost=0.0017 | ETA 04:00:30 2020-12-01 15:09:14 [INFO] [TRAIN] epoch=16, iter=10560/40000, loss=0.9396, lr=0.007589, batch_cost=0.4867, reader_cost=0.0012 | ETA 03:58:48 2020-12-01 15:09:18 [INFO] [TRAIN] epoch=16, iter=10570/40000, loss=0.8373, lr=0.007587, batch_cost=0.4846, reader_cost=0.0010 | ETA 03:57:42 2020-12-01 15:09:24 [INFO] [TRAIN] epoch=17, iter=10580/40000, loss=1.1055, lr=0.007585, batch_cost=0.5559, reader_cost=0.0606 | ETA 04:32:33 2020-12-01 15:09:29 [INFO] [TRAIN] epoch=17, iter=10590/40000, loss=0.6190, lr=0.007582, batch_cost=0.4801, reader_cost=0.0009 | ETA 03:55:18 2020-12-01 15:09:34 [INFO] [TRAIN] epoch=17, iter=10600/40000, loss=0.7682, lr=0.007580, batch_cost=0.4840, reader_cost=0.0005 | ETA 03:57:11 2020-12-01 15:09:38 [INFO] [TRAIN] epoch=17, iter=10610/40000, loss=0.4709, lr=0.007578, batch_cost=0.4839, reader_cost=0.0002 | ETA 03:57:01 2020-12-01 15:09:43 [INFO] [TRAIN] epoch=17, iter=10620/40000, loss=0.6847, lr=0.007575, batch_cost=0.4868, reader_cost=0.0007 | ETA 03:58:23 2020-12-01 15:09:48 [INFO] [TRAIN] epoch=17, iter=10630/40000, loss=1.7275, lr=0.007573, batch_cost=0.4729, reader_cost=0.0003 | ETA 03:51:28 2020-12-01 15:09:53 [INFO] [TRAIN] epoch=17, iter=10640/40000, loss=0.6394, lr=0.007571, batch_cost=0.4890, reader_cost=0.0007 | ETA 03:59:17 2020-12-01 15:09:58 [INFO] [TRAIN] epoch=17, iter=10650/40000, loss=0.9227, lr=0.007568, batch_cost=0.4771, reader_cost=0.0003 | ETA 03:53:22 2020-12-01 15:10:02 [INFO] [TRAIN] epoch=17, iter=10660/40000, loss=1.1465, lr=0.007566, batch_cost=0.4738, reader_cost=0.0002 | ETA 03:51:41 2020-12-01 15:10:07 [INFO] [TRAIN] epoch=17, iter=10670/40000, loss=0.7772, lr=0.007564, batch_cost=0.4890, reader_cost=0.0004 | ETA 03:59:02 2020-12-01 15:10:12 [INFO] [TRAIN] epoch=17, iter=10680/40000, loss=0.7269, lr=0.007561, batch_cost=0.4797, reader_cost=0.0007 | ETA 03:54:24 2020-12-01 15:10:17 [INFO] [TRAIN] epoch=17, iter=10690/40000, loss=0.7246, lr=0.007559, batch_cost=0.4722, reader_cost=0.0003 | ETA 03:50:39 2020-12-01 15:10:22 [INFO] [TRAIN] epoch=17, iter=10700/40000, loss=0.8057, lr=0.007557, batch_cost=0.4864, reader_cost=0.0001 | ETA 03:57:32 2020-12-01 15:10:26 [INFO] [TRAIN] epoch=17, iter=10710/40000, loss=1.2412, lr=0.007555, batch_cost=0.4718, reader_cost=0.0002 | ETA 03:50:19 2020-12-01 15:10:31 [INFO] [TRAIN] epoch=17, iter=10720/40000, loss=1.0266, lr=0.007552, batch_cost=0.4886, reader_cost=0.0001 | ETA 03:58:27 2020-12-01 15:10:36 [INFO] [TRAIN] epoch=17, iter=10730/40000, loss=1.0340, lr=0.007550, batch_cost=0.4964, reader_cost=0.0003 | ETA 04:02:09 2020-12-01 15:10:41 [INFO] [TRAIN] epoch=17, iter=10740/40000, loss=0.9758, lr=0.007548, batch_cost=0.4820, reader_cost=0.0003 | ETA 03:55:04 2020-12-01 15:10:46 [INFO] [TRAIN] epoch=17, iter=10750/40000, loss=1.0917, lr=0.007545, batch_cost=0.4855, reader_cost=0.0005 | ETA 03:56:40 2020-12-01 15:10:51 [INFO] [TRAIN] epoch=17, iter=10760/40000, loss=0.8050, lr=0.007543, batch_cost=0.4795, reader_cost=0.0003 | ETA 03:53:39 2020-12-01 15:10:56 [INFO] [TRAIN] epoch=17, iter=10770/40000, loss=1.0078, lr=0.007541, batch_cost=0.4839, reader_cost=0.0014 | ETA 03:55:44 2020-12-01 15:11:00 [INFO] [TRAIN] epoch=17, iter=10780/40000, loss=1.0235, lr=0.007538, batch_cost=0.4843, reader_cost=0.0014 | ETA 03:55:52 2020-12-01 15:11:05 [INFO] [TRAIN] epoch=17, iter=10790/40000, loss=0.8650, lr=0.007536, batch_cost=0.4762, reader_cost=0.0015 | ETA 03:51:50 2020-12-01 15:11:10 [INFO] [TRAIN] epoch=17, iter=10800/40000, loss=0.9245, lr=0.007534, batch_cost=0.4853, reader_cost=0.0011 | ETA 03:56:09 2020-12-01 15:11:15 [INFO] [TRAIN] epoch=17, iter=10810/40000, loss=0.9522, lr=0.007531, batch_cost=0.4829, reader_cost=0.0009 | ETA 03:54:55 2020-12-01 15:11:20 [INFO] [TRAIN] epoch=17, iter=10820/40000, loss=0.9014, lr=0.007529, batch_cost=0.4849, reader_cost=0.0004 | ETA 03:55:48 2020-12-01 15:11:25 [INFO] [TRAIN] epoch=17, iter=10830/40000, loss=0.6336, lr=0.007527, batch_cost=0.4853, reader_cost=0.0006 | ETA 03:55:56 2020-12-01 15:11:29 [INFO] [TRAIN] epoch=17, iter=10840/40000, loss=0.5815, lr=0.007524, batch_cost=0.4856, reader_cost=0.0004 | ETA 03:55:59 2020-12-01 15:11:34 [INFO] [TRAIN] epoch=17, iter=10850/40000, loss=0.6725, lr=0.007522, batch_cost=0.4793, reader_cost=0.0003 | ETA 03:52:52 2020-12-01 15:11:39 [INFO] [TRAIN] epoch=17, iter=10860/40000, loss=0.8509, lr=0.007520, batch_cost=0.4905, reader_cost=0.0005 | ETA 03:58:12 2020-12-01 15:11:44 [INFO] [TRAIN] epoch=17, iter=10870/40000, loss=0.6749, lr=0.007517, batch_cost=0.4833, reader_cost=0.0005 | ETA 03:54:39 2020-12-01 15:11:49 [INFO] [TRAIN] epoch=17, iter=10880/40000, loss=0.6117, lr=0.007515, batch_cost=0.4816, reader_cost=0.0003 | ETA 03:53:43 2020-12-01 15:11:54 [INFO] [TRAIN] epoch=17, iter=10890/40000, loss=0.9081, lr=0.007513, batch_cost=0.4808, reader_cost=0.0003 | ETA 03:53:17 2020-12-01 15:11:58 [INFO] [TRAIN] epoch=17, iter=10900/40000, loss=1.2488, lr=0.007510, batch_cost=0.4786, reader_cost=0.0001 | ETA 03:52:08 2020-12-01 15:12:03 [INFO] [TRAIN] epoch=17, iter=10910/40000, loss=1.0194, lr=0.007508, batch_cost=0.4766, reader_cost=0.0003 | ETA 03:51:03 2020-12-01 15:12:08 [INFO] [TRAIN] epoch=17, iter=10920/40000, loss=0.6952, lr=0.007506, batch_cost=0.4822, reader_cost=0.0007 | ETA 03:53:41 2020-12-01 15:12:13 [INFO] [TRAIN] epoch=17, iter=10930/40000, loss=0.7172, lr=0.007503, batch_cost=0.4790, reader_cost=0.0003 | ETA 03:52:04 2020-12-01 15:12:18 [INFO] [TRAIN] epoch=17, iter=10940/40000, loss=0.5854, lr=0.007501, batch_cost=0.4801, reader_cost=0.0003 | ETA 03:52:32 2020-12-01 15:12:22 [INFO] [TRAIN] epoch=17, iter=10950/40000, loss=0.5285, lr=0.007499, batch_cost=0.4756, reader_cost=0.0003 | ETA 03:50:17 2020-12-01 15:12:27 [INFO] [TRAIN] epoch=17, iter=10960/40000, loss=0.6505, lr=0.007496, batch_cost=0.4841, reader_cost=0.0003 | ETA 03:54:19 2020-12-01 15:12:32 [INFO] [TRAIN] epoch=17, iter=10970/40000, loss=1.0111, lr=0.007494, batch_cost=0.4862, reader_cost=0.0001 | ETA 03:55:15 2020-12-01 15:12:37 [INFO] [TRAIN] epoch=17, iter=10980/40000, loss=0.6264, lr=0.007492, batch_cost=0.4901, reader_cost=0.0002 | ETA 03:57:01 2020-12-01 15:12:42 [INFO] [TRAIN] epoch=17, iter=10990/40000, loss=0.6596, lr=0.007489, batch_cost=0.4830, reader_cost=0.0004 | ETA 03:53:33 2020-12-01 15:12:47 [INFO] [TRAIN] epoch=17, iter=11000/40000, loss=1.0193, lr=0.007487, batch_cost=0.4825, reader_cost=0.0004 | ETA 03:53:11 2020-12-01 15:12:51 [INFO] [TRAIN] epoch=17, iter=11010/40000, loss=0.6828, lr=0.007485, batch_cost=0.4768, reader_cost=0.0003 | ETA 03:50:21 2020-12-01 15:12:56 [INFO] [TRAIN] epoch=17, iter=11020/40000, loss=0.5305, lr=0.007483, batch_cost=0.4866, reader_cost=0.0002 | ETA 03:55:02 2020-12-01 15:13:01 [INFO] [TRAIN] epoch=17, iter=11030/40000, loss=1.0067, lr=0.007480, batch_cost=0.4861, reader_cost=0.0002 | ETA 03:54:41 2020-12-01 15:13:06 [INFO] [TRAIN] epoch=17, iter=11040/40000, loss=1.1967, lr=0.007478, batch_cost=0.4875, reader_cost=0.0001 | ETA 03:55:18 2020-12-01 15:13:11 [INFO] [TRAIN] epoch=17, iter=11050/40000, loss=0.6580, lr=0.007476, batch_cost=0.4847, reader_cost=0.0001 | ETA 03:53:51 2020-12-01 15:13:16 [INFO] [TRAIN] epoch=17, iter=11060/40000, loss=0.8224, lr=0.007473, batch_cost=0.4802, reader_cost=0.0001 | ETA 03:51:37 2020-12-01 15:13:20 [INFO] [TRAIN] epoch=17, iter=11070/40000, loss=0.8517, lr=0.007471, batch_cost=0.4806, reader_cost=0.0005 | ETA 03:51:44 2020-12-01 15:13:25 [INFO] [TRAIN] epoch=17, iter=11080/40000, loss=0.9767, lr=0.007469, batch_cost=0.4917, reader_cost=0.0008 | ETA 03:57:00 2020-12-01 15:13:30 [INFO] [TRAIN] epoch=17, iter=11090/40000, loss=0.8695, lr=0.007466, batch_cost=0.4793, reader_cost=0.0003 | ETA 03:50:56 2020-12-01 15:13:35 [INFO] [TRAIN] epoch=17, iter=11100/40000, loss=1.1244, lr=0.007464, batch_cost=0.4871, reader_cost=0.0003 | ETA 03:54:36 2020-12-01 15:13:40 [INFO] [TRAIN] epoch=17, iter=11110/40000, loss=0.8473, lr=0.007462, batch_cost=0.4860, reader_cost=0.0003 | ETA 03:54:01 2020-12-01 15:13:45 [INFO] [TRAIN] epoch=17, iter=11120/40000, loss=0.7722, lr=0.007459, batch_cost=0.4751, reader_cost=0.0001 | ETA 03:48:39 2020-12-01 15:13:49 [INFO] [TRAIN] epoch=17, iter=11130/40000, loss=0.6569, lr=0.007457, batch_cost=0.4842, reader_cost=0.0002 | ETA 03:52:58 2020-12-01 15:13:54 [INFO] [TRAIN] epoch=17, iter=11140/40000, loss=0.6295, lr=0.007455, batch_cost=0.4882, reader_cost=0.0001 | ETA 03:54:48 2020-12-01 15:13:59 [INFO] [TRAIN] epoch=17, iter=11150/40000, loss=1.0152, lr=0.007452, batch_cost=0.4832, reader_cost=0.0003 | ETA 03:52:21 2020-12-01 15:14:04 [INFO] [TRAIN] epoch=17, iter=11160/40000, loss=0.7227, lr=0.007450, batch_cost=0.4851, reader_cost=0.0006 | ETA 03:53:11 2020-12-01 15:14:09 [INFO] [TRAIN] epoch=17, iter=11170/40000, loss=1.0460, lr=0.007448, batch_cost=0.4844, reader_cost=0.0005 | ETA 03:52:45 2020-12-01 15:14:14 [INFO] [TRAIN] epoch=17, iter=11180/40000, loss=1.1778, lr=0.007445, batch_cost=0.4804, reader_cost=0.0001 | ETA 03:50:45 2020-12-01 15:14:19 [INFO] [TRAIN] epoch=17, iter=11190/40000, loss=0.5214, lr=0.007443, batch_cost=0.4873, reader_cost=0.0003 | ETA 03:53:59 2020-12-01 15:14:23 [INFO] [TRAIN] epoch=17, iter=11200/40000, loss=0.7859, lr=0.007441, batch_cost=0.4860, reader_cost=0.0001 | ETA 03:53:16 2020-12-01 15:14:28 [INFO] [TRAIN] epoch=17, iter=11210/40000, loss=0.7092, lr=0.007438, batch_cost=0.4771, reader_cost=0.0001 | ETA 03:48:56 2020-12-01 15:14:33 [INFO] [TRAIN] epoch=17, iter=11220/40000, loss=0.6833, lr=0.007436, batch_cost=0.4743, reader_cost=0.0001 | ETA 03:47:29 2020-12-01 15:14:38 [INFO] [TRAIN] epoch=17, iter=11230/40000, loss=0.6152, lr=0.007434, batch_cost=0.4777, reader_cost=0.0004 | ETA 03:49:02 2020-12-01 15:14:43 [INFO] [TRAIN] epoch=18, iter=11240/40000, loss=0.9685, lr=0.007431, batch_cost=0.5666, reader_cost=0.0598 | ETA 04:31:36 2020-12-01 15:14:48 [INFO] [TRAIN] epoch=18, iter=11250/40000, loss=0.7101, lr=0.007429, batch_cost=0.4806, reader_cost=0.0003 | ETA 03:50:16 2020-12-01 15:14:53 [INFO] [TRAIN] epoch=18, iter=11260/40000, loss=1.0203, lr=0.007427, batch_cost=0.4830, reader_cost=0.0001 | ETA 03:51:22 2020-12-01 15:14:58 [INFO] [TRAIN] epoch=18, iter=11270/40000, loss=0.7532, lr=0.007424, batch_cost=0.4828, reader_cost=0.0001 | ETA 03:51:10 2020-12-01 15:15:03 [INFO] [TRAIN] epoch=18, iter=11280/40000, loss=0.7955, lr=0.007422, batch_cost=0.4710, reader_cost=0.0001 | ETA 03:45:27 2020-12-01 15:15:07 [INFO] [TRAIN] epoch=18, iter=11290/40000, loss=1.1670, lr=0.007420, batch_cost=0.4808, reader_cost=0.0001 | ETA 03:50:04 2020-12-01 15:15:12 [INFO] [TRAIN] epoch=18, iter=11300/40000, loss=0.9369, lr=0.007417, batch_cost=0.4818, reader_cost=0.0003 | ETA 03:50:28 2020-12-01 15:15:17 [INFO] [TRAIN] epoch=18, iter=11310/40000, loss=0.9495, lr=0.007415, batch_cost=0.4762, reader_cost=0.0001 | ETA 03:47:43 2020-12-01 15:15:22 [INFO] [TRAIN] epoch=18, iter=11320/40000, loss=0.7852, lr=0.007413, batch_cost=0.4775, reader_cost=0.0007 | ETA 03:48:14 2020-12-01 15:15:27 [INFO] [TRAIN] epoch=18, iter=11330/40000, loss=1.0990, lr=0.007410, batch_cost=0.4829, reader_cost=0.0002 | ETA 03:50:44 2020-12-01 15:15:31 [INFO] [TRAIN] epoch=18, iter=11340/40000, loss=0.7300, lr=0.007408, batch_cost=0.4770, reader_cost=0.0003 | ETA 03:47:50 2020-12-01 15:15:36 [INFO] [TRAIN] epoch=18, iter=11350/40000, loss=1.0280, lr=0.007406, batch_cost=0.4777, reader_cost=0.0003 | ETA 03:48:06 2020-12-01 15:15:41 [INFO] [TRAIN] epoch=18, iter=11360/40000, loss=0.9457, lr=0.007403, batch_cost=0.4757, reader_cost=0.0001 | ETA 03:47:05 2020-12-01 15:15:46 [INFO] [TRAIN] epoch=18, iter=11370/40000, loss=1.0859, lr=0.007401, batch_cost=0.4816, reader_cost=0.0001 | ETA 03:49:48 2020-12-01 15:15:50 [INFO] [TRAIN] epoch=18, iter=11380/40000, loss=0.7971, lr=0.007399, batch_cost=0.4839, reader_cost=0.0003 | ETA 03:50:48 2020-12-01 15:15:55 [INFO] [TRAIN] epoch=18, iter=11390/40000, loss=0.6426, lr=0.007396, batch_cost=0.4831, reader_cost=0.0010 | ETA 03:50:22 2020-12-01 15:16:00 [INFO] [TRAIN] epoch=18, iter=11400/40000, loss=0.7545, lr=0.007394, batch_cost=0.4844, reader_cost=0.0014 | ETA 03:50:54 2020-12-01 15:16:05 [INFO] [TRAIN] epoch=18, iter=11410/40000, loss=0.7608, lr=0.007392, batch_cost=0.4846, reader_cost=0.0010 | ETA 03:50:55 2020-12-01 15:16:10 [INFO] [TRAIN] epoch=18, iter=11420/40000, loss=0.6792, lr=0.007390, batch_cost=0.4860, reader_cost=0.0003 | ETA 03:51:28 2020-12-01 15:16:15 [INFO] [TRAIN] epoch=18, iter=11430/40000, loss=0.6374, lr=0.007387, batch_cost=0.4844, reader_cost=0.0007 | ETA 03:50:39 2020-12-01 15:16:20 [INFO] [TRAIN] epoch=18, iter=11440/40000, loss=1.1872, lr=0.007385, batch_cost=0.4920, reader_cost=0.0005 | ETA 03:54:11 2020-12-01 15:16:25 [INFO] [TRAIN] epoch=18, iter=11450/40000, loss=0.6207, lr=0.007383, batch_cost=0.4886, reader_cost=0.0003 | ETA 03:52:29 2020-12-01 15:16:29 [INFO] [TRAIN] epoch=18, iter=11460/40000, loss=1.1757, lr=0.007380, batch_cost=0.4765, reader_cost=0.0006 | ETA 03:46:40 2020-12-01 15:16:34 [INFO] [TRAIN] epoch=18, iter=11470/40000, loss=0.9156, lr=0.007378, batch_cost=0.4805, reader_cost=0.0003 | ETA 03:48:28 2020-12-01 15:16:39 [INFO] [TRAIN] epoch=18, iter=11480/40000, loss=0.8465, lr=0.007376, batch_cost=0.4786, reader_cost=0.0003 | ETA 03:47:28 2020-12-01 15:16:44 [INFO] [TRAIN] epoch=18, iter=11490/40000, loss=0.5278, lr=0.007373, batch_cost=0.4896, reader_cost=0.0003 | ETA 03:52:38 2020-12-01 15:16:49 [INFO] [TRAIN] epoch=18, iter=11500/40000, loss=0.8494, lr=0.007371, batch_cost=0.4786, reader_cost=0.0003 | ETA 03:47:19 2020-12-01 15:16:53 [INFO] [TRAIN] epoch=18, iter=11510/40000, loss=0.6768, lr=0.007369, batch_cost=0.4806, reader_cost=0.0013 | ETA 03:48:12 2020-12-01 15:16:58 [INFO] [TRAIN] epoch=18, iter=11520/40000, loss=0.8538, lr=0.007366, batch_cost=0.4958, reader_cost=0.0013 | ETA 03:55:19 2020-12-01 15:17:03 [INFO] [TRAIN] epoch=18, iter=11530/40000, loss=1.1570, lr=0.007364, batch_cost=0.4930, reader_cost=0.0013 | ETA 03:53:55 2020-12-01 15:17:08 [INFO] [TRAIN] epoch=18, iter=11540/40000, loss=0.7506, lr=0.007362, batch_cost=0.4830, reader_cost=0.0003 | ETA 03:49:05 2020-12-01 15:17:13 [INFO] [TRAIN] epoch=18, iter=11550/40000, loss=1.0782, lr=0.007359, batch_cost=0.4844, reader_cost=0.0009 | ETA 03:49:41 2020-12-01 15:17:18 [INFO] [TRAIN] epoch=18, iter=11560/40000, loss=0.9076, lr=0.007357, batch_cost=0.4896, reader_cost=0.0005 | ETA 03:52:05 2020-12-01 15:17:23 [INFO] [TRAIN] epoch=18, iter=11570/40000, loss=1.0169, lr=0.007355, batch_cost=0.4882, reader_cost=0.0009 | ETA 03:51:20 2020-12-01 15:17:28 [INFO] [TRAIN] epoch=18, iter=11580/40000, loss=1.2591, lr=0.007352, batch_cost=0.4814, reader_cost=0.0003 | ETA 03:48:01 2020-12-01 15:17:32 [INFO] [TRAIN] epoch=18, iter=11590/40000, loss=1.0737, lr=0.007350, batch_cost=0.4828, reader_cost=0.0001 | ETA 03:48:35 2020-12-01 15:17:37 [INFO] [TRAIN] epoch=18, iter=11600/40000, loss=1.1021, lr=0.007348, batch_cost=0.4817, reader_cost=0.0011 | ETA 03:47:59 2020-12-01 15:17:42 [INFO] [TRAIN] epoch=18, iter=11610/40000, loss=0.7940, lr=0.007345, batch_cost=0.4751, reader_cost=0.0003 | ETA 03:44:49 2020-12-01 15:17:47 [INFO] [TRAIN] epoch=18, iter=11620/40000, loss=0.7420, lr=0.007343, batch_cost=0.4738, reader_cost=0.0003 | ETA 03:44:05 2020-12-01 15:17:51 [INFO] [TRAIN] epoch=18, iter=11630/40000, loss=1.0815, lr=0.007341, batch_cost=0.4807, reader_cost=0.0003 | ETA 03:47:16 2020-12-01 15:17:56 [INFO] [TRAIN] epoch=18, iter=11640/40000, loss=0.6766, lr=0.007338, batch_cost=0.4890, reader_cost=0.0004 | ETA 03:51:06 2020-12-01 15:18:01 [INFO] [TRAIN] epoch=18, iter=11650/40000, loss=0.9615, lr=0.007336, batch_cost=0.4956, reader_cost=0.0002 | ETA 03:54:09 2020-12-01 15:18:06 [INFO] [TRAIN] epoch=18, iter=11660/40000, loss=0.7682, lr=0.007334, batch_cost=0.4872, reader_cost=0.0007 | ETA 03:50:07 2020-12-01 15:18:11 [INFO] [TRAIN] epoch=18, iter=11670/40000, loss=1.0781, lr=0.007331, batch_cost=0.4877, reader_cost=0.0013 | ETA 03:50:15 2020-12-01 15:18:16 [INFO] [TRAIN] epoch=18, iter=11680/40000, loss=1.2080, lr=0.007329, batch_cost=0.4896, reader_cost=0.0003 | ETA 03:51:04 2020-12-01 15:18:21 [INFO] [TRAIN] epoch=18, iter=11690/40000, loss=0.9318, lr=0.007327, batch_cost=0.4929, reader_cost=0.0006 | ETA 03:52:33 2020-12-01 15:18:26 [INFO] [TRAIN] epoch=18, iter=11700/40000, loss=0.9327, lr=0.007324, batch_cost=0.4939, reader_cost=0.0007 | ETA 03:52:58 2020-12-01 15:18:31 [INFO] [TRAIN] epoch=18, iter=11710/40000, loss=0.8599, lr=0.007322, batch_cost=0.4954, reader_cost=0.0009 | ETA 03:53:34 2020-12-01 15:18:36 [INFO] [TRAIN] epoch=18, iter=11720/40000, loss=0.6822, lr=0.007320, batch_cost=0.4911, reader_cost=0.0012 | ETA 03:51:29 2020-12-01 15:18:41 [INFO] [TRAIN] epoch=18, iter=11730/40000, loss=1.2604, lr=0.007317, batch_cost=0.4957, reader_cost=0.0016 | ETA 03:53:34 2020-12-01 15:18:46 [INFO] [TRAIN] epoch=18, iter=11740/40000, loss=0.8931, lr=0.007315, batch_cost=0.4912, reader_cost=0.0024 | ETA 03:51:20 2020-12-01 15:18:50 [INFO] [TRAIN] epoch=18, iter=11750/40000, loss=0.9111, lr=0.007313, batch_cost=0.4903, reader_cost=0.0007 | ETA 03:50:49 2020-12-01 15:18:55 [INFO] [TRAIN] epoch=18, iter=11760/40000, loss=1.1281, lr=0.007310, batch_cost=0.4830, reader_cost=0.0009 | ETA 03:47:20 2020-12-01 15:19:00 [INFO] [TRAIN] epoch=18, iter=11770/40000, loss=1.2811, lr=0.007308, batch_cost=0.4850, reader_cost=0.0005 | ETA 03:48:11 2020-12-01 15:19:05 [INFO] [TRAIN] epoch=18, iter=11780/40000, loss=0.9259, lr=0.007306, batch_cost=0.4992, reader_cost=0.0011 | ETA 03:54:46 2020-12-01 15:19:10 [INFO] [TRAIN] epoch=18, iter=11790/40000, loss=0.6528, lr=0.007303, batch_cost=0.4877, reader_cost=0.0003 | ETA 03:49:18 2020-12-01 15:19:15 [INFO] [TRAIN] epoch=18, iter=11800/40000, loss=0.8813, lr=0.007301, batch_cost=0.4914, reader_cost=0.0005 | ETA 03:50:57 2020-12-01 15:19:20 [INFO] [TRAIN] epoch=18, iter=11810/40000, loss=0.4889, lr=0.007299, batch_cost=0.4922, reader_cost=0.0010 | ETA 03:51:16 2020-12-01 15:19:25 [INFO] [TRAIN] epoch=18, iter=11820/40000, loss=0.7721, lr=0.007296, batch_cost=0.4848, reader_cost=0.0003 | ETA 03:47:40 2020-12-01 15:19:30 [INFO] [TRAIN] epoch=18, iter=11830/40000, loss=0.7747, lr=0.007294, batch_cost=0.4878, reader_cost=0.0004 | ETA 03:49:02 2020-12-01 15:19:35 [INFO] [TRAIN] epoch=18, iter=11840/40000, loss=1.0164, lr=0.007292, batch_cost=0.4956, reader_cost=0.0020 | ETA 03:52:35 2020-12-01 15:19:40 [INFO] [TRAIN] epoch=18, iter=11850/40000, loss=0.8469, lr=0.007289, batch_cost=0.4952, reader_cost=0.0014 | ETA 03:52:18 2020-12-01 15:19:44 [INFO] [TRAIN] epoch=18, iter=11860/40000, loss=0.9255, lr=0.007287, batch_cost=0.4991, reader_cost=0.0004 | ETA 03:54:05 2020-12-01 15:19:49 [INFO] [TRAIN] epoch=18, iter=11870/40000, loss=0.7262, lr=0.007285, batch_cost=0.4916, reader_cost=0.0007 | ETA 03:50:29 2020-12-01 15:19:54 [INFO] [TRAIN] epoch=18, iter=11880/40000, loss=0.9005, lr=0.007282, batch_cost=0.4850, reader_cost=0.0003 | ETA 03:47:19 2020-12-01 15:19:59 [INFO] [TRAIN] epoch=18, iter=11890/40000, loss=0.7551, lr=0.007280, batch_cost=0.5098, reader_cost=0.0026 | ETA 03:58:51 2020-12-01 15:20:05 [INFO] [TRAIN] epoch=19, iter=11900/40000, loss=0.6393, lr=0.007278, batch_cost=0.5501, reader_cost=0.0585 | ETA 04:17:36 2020-12-01 15:20:10 [INFO] [TRAIN] epoch=19, iter=11910/40000, loss=0.5918, lr=0.007275, batch_cost=0.4846, reader_cost=0.0006 | ETA 03:46:51 2020-12-01 15:20:15 [INFO] [TRAIN] epoch=19, iter=11920/40000, loss=0.6571, lr=0.007273, batch_cost=0.4908, reader_cost=0.0001 | ETA 03:49:42 2020-12-01 15:20:20 [INFO] [TRAIN] epoch=19, iter=11930/40000, loss=0.6128, lr=0.007271, batch_cost=0.4946, reader_cost=0.0006 | ETA 03:51:23 2020-12-01 15:20:25 [INFO] [TRAIN] epoch=19, iter=11940/40000, loss=0.6057, lr=0.007268, batch_cost=0.4950, reader_cost=0.0012 | ETA 03:51:29 2020-12-01 15:20:29 [INFO] [TRAIN] epoch=19, iter=11950/40000, loss=0.9306, lr=0.007266, batch_cost=0.4922, reader_cost=0.0003 | ETA 03:50:05 2020-12-01 15:20:34 [INFO] [TRAIN] epoch=19, iter=11960/40000, loss=1.0253, lr=0.007264, batch_cost=0.4897, reader_cost=0.0003 | ETA 03:48:52 2020-12-01 15:20:39 [INFO] [TRAIN] epoch=19, iter=11970/40000, loss=0.7785, lr=0.007261, batch_cost=0.4936, reader_cost=0.0005 | ETA 03:50:36 2020-12-01 15:20:44 [INFO] [TRAIN] epoch=19, iter=11980/40000, loss=0.6182, lr=0.007259, batch_cost=0.4905, reader_cost=0.0003 | ETA 03:49:03 2020-12-01 15:20:49 [INFO] [TRAIN] epoch=19, iter=11990/40000, loss=0.7078, lr=0.007257, batch_cost=0.5025, reader_cost=0.0005 | ETA 03:54:34 2020-12-01 15:20:54 [INFO] [TRAIN] epoch=19, iter=12000/40000, loss=0.5454, lr=0.007254, batch_cost=0.4913, reader_cost=0.0003 | ETA 03:49:15 2020-12-01 15:20:59 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 15:22:57 [INFO] [EVAL] #Images=1449 mIoU=0.7194 Acc=0.9350 Kappa=0.8544 2020-12-01 15:22:57 [INFO] [EVAL] Class IoU: [0.9313 0.8827 0.4152 0.815 0.6335 0.7211 0.8492 0.8132 0.8792 0.3527 0.7775 0.6098 0.801 0.7229 0.7745 0.816 0.6003 0.8043 0.4737 0.7751 0.6599] 2020-12-01 15:22:57 [INFO] [EVAL] Class Acc: [0.9551 0.951 0.4603 0.8768 0.7433 0.8914 0.9815 0.9037 0.9208 0.5241 0.886 0.9053 0.8912 0.951 0.9093 0.9402 0.7758 0.8599 0.6707 0.9125 0.9242] 2020-12-01 15:22:59 [INFO] [EVAL] The model with the best validation mIoU (0.7194) was saved at iter 12000. 2020-12-01 15:23:04 [INFO] [TRAIN] epoch=19, iter=12010/40000, loss=0.8642, lr=0.007252, batch_cost=0.4900, reader_cost=0.0003 | ETA 03:48:35 2020-12-01 15:23:09 [INFO] [TRAIN] epoch=19, iter=12020/40000, loss=0.5685, lr=0.007250, batch_cost=0.4961, reader_cost=0.0005 | ETA 03:51:19 2020-12-01 15:23:14 [INFO] [TRAIN] epoch=19, iter=12030/40000, loss=0.6618, lr=0.007247, batch_cost=0.4888, reader_cost=0.0005 | ETA 03:47:51 2020-12-01 15:23:19 [INFO] [TRAIN] epoch=19, iter=12040/40000, loss=1.1434, lr=0.007245, batch_cost=0.4899, reader_cost=0.0004 | ETA 03:48:17 2020-12-01 15:23:24 [INFO] [TRAIN] epoch=19, iter=12050/40000, loss=0.7057, lr=0.007243, batch_cost=0.4824, reader_cost=0.0005 | ETA 03:44:42 2020-12-01 15:23:29 [INFO] [TRAIN] epoch=19, iter=12060/40000, loss=1.0465, lr=0.007240, batch_cost=0.4854, reader_cost=0.0002 | ETA 03:46:03 2020-12-01 15:23:33 [INFO] [TRAIN] epoch=19, iter=12070/40000, loss=0.8446, lr=0.007238, batch_cost=0.4744, reader_cost=0.0003 | ETA 03:40:50 2020-12-01 15:23:38 [INFO] [TRAIN] epoch=19, iter=12080/40000, loss=0.7506, lr=0.007236, batch_cost=0.4913, reader_cost=0.0003 | ETA 03:48:37 2020-12-01 15:23:43 [INFO] [TRAIN] epoch=19, iter=12090/40000, loss=0.9848, lr=0.007233, batch_cost=0.4916, reader_cost=0.0003 | ETA 03:48:41 2020-12-01 15:23:48 [INFO] [TRAIN] epoch=19, iter=12100/40000, loss=0.8028, lr=0.007231, batch_cost=0.4856, reader_cost=0.0003 | ETA 03:45:49 2020-12-01 15:23:53 [INFO] [TRAIN] epoch=19, iter=12110/40000, loss=0.9096, lr=0.007229, batch_cost=0.4865, reader_cost=0.0003 | ETA 03:46:07 2020-12-01 15:23:58 [INFO] [TRAIN] epoch=19, iter=12120/40000, loss=0.6955, lr=0.007226, batch_cost=0.4871, reader_cost=0.0003 | ETA 03:46:19 2020-12-01 15:24:03 [INFO] [TRAIN] epoch=19, iter=12130/40000, loss=1.0075, lr=0.007224, batch_cost=0.4958, reader_cost=0.0001 | ETA 03:50:17 2020-12-01 15:24:08 [INFO] [TRAIN] epoch=19, iter=12140/40000, loss=0.7038, lr=0.007222, batch_cost=0.4977, reader_cost=0.0003 | ETA 03:51:05 2020-12-01 15:24:13 [INFO] [TRAIN] epoch=19, iter=12150/40000, loss=0.7745, lr=0.007219, batch_cost=0.4934, reader_cost=0.0001 | ETA 03:49:00 2020-12-01 15:24:18 [INFO] [TRAIN] epoch=19, iter=12160/40000, loss=0.9462, lr=0.007217, batch_cost=0.4890, reader_cost=0.0003 | ETA 03:46:52 2020-12-01 15:24:22 [INFO] [TRAIN] epoch=19, iter=12170/40000, loss=1.1180, lr=0.007215, batch_cost=0.4880, reader_cost=0.0003 | ETA 03:46:21 2020-12-01 15:24:27 [INFO] [TRAIN] epoch=19, iter=12180/40000, loss=0.9127, lr=0.007212, batch_cost=0.4950, reader_cost=0.0008 | ETA 03:49:32 2020-12-01 15:24:32 [INFO] [TRAIN] epoch=19, iter=12190/40000, loss=1.1265, lr=0.007210, batch_cost=0.4902, reader_cost=0.0002 | ETA 03:47:11 2020-12-01 15:24:37 [INFO] [TRAIN] epoch=19, iter=12200/40000, loss=0.6789, lr=0.007208, batch_cost=0.4916, reader_cost=0.0001 | ETA 03:47:46 2020-12-01 15:24:42 [INFO] [TRAIN] epoch=19, iter=12210/40000, loss=0.6865, lr=0.007205, batch_cost=0.4959, reader_cost=0.0002 | ETA 03:49:40 2020-12-01 15:24:47 [INFO] [TRAIN] epoch=19, iter=12220/40000, loss=0.7240, lr=0.007203, batch_cost=0.4917, reader_cost=0.0002 | ETA 03:47:39 2020-12-01 15:24:52 [INFO] [TRAIN] epoch=19, iter=12230/40000, loss=0.9397, lr=0.007201, batch_cost=0.4873, reader_cost=0.0001 | ETA 03:45:31 2020-12-01 15:24:57 [INFO] [TRAIN] epoch=19, iter=12240/40000, loss=0.6279, lr=0.007198, batch_cost=0.4948, reader_cost=0.0005 | ETA 03:48:54 2020-12-01 15:25:02 [INFO] [TRAIN] epoch=19, iter=12250/40000, loss=0.9688, lr=0.007196, batch_cost=0.4962, reader_cost=0.0004 | ETA 03:49:30 2020-12-01 15:25:07 [INFO] [TRAIN] epoch=19, iter=12260/40000, loss=0.5818, lr=0.007194, batch_cost=0.4893, reader_cost=0.0010 | ETA 03:46:12 2020-12-01 15:25:12 [INFO] [TRAIN] epoch=19, iter=12270/40000, loss=1.3746, lr=0.007191, batch_cost=0.4933, reader_cost=0.0003 | ETA 03:48:00 2020-12-01 15:25:17 [INFO] [TRAIN] epoch=19, iter=12280/40000, loss=0.9797, lr=0.007189, batch_cost=0.4918, reader_cost=0.0001 | ETA 03:47:12 2020-12-01 15:25:22 [INFO] [TRAIN] epoch=19, iter=12290/40000, loss=0.6984, lr=0.007187, batch_cost=0.4923, reader_cost=0.0001 | ETA 03:47:20 2020-12-01 15:25:27 [INFO] [TRAIN] epoch=19, iter=12300/40000, loss=0.5620, lr=0.007184, batch_cost=0.4997, reader_cost=0.0001 | ETA 03:50:42 2020-12-01 15:25:31 [INFO] [TRAIN] epoch=19, iter=12310/40000, loss=0.6872, lr=0.007182, batch_cost=0.4938, reader_cost=0.0001 | ETA 03:47:53 2020-12-01 15:25:36 [INFO] [TRAIN] epoch=19, iter=12320/40000, loss=1.0057, lr=0.007180, batch_cost=0.4914, reader_cost=0.0002 | ETA 03:46:40 2020-12-01 15:25:41 [INFO] [TRAIN] epoch=19, iter=12330/40000, loss=0.7930, lr=0.007177, batch_cost=0.4949, reader_cost=0.0003 | ETA 03:48:13 2020-12-01 15:25:46 [INFO] [TRAIN] epoch=19, iter=12340/40000, loss=0.9456, lr=0.007175, batch_cost=0.4913, reader_cost=0.0007 | ETA 03:46:28 2020-12-01 15:25:51 [INFO] [TRAIN] epoch=19, iter=12350/40000, loss=0.8265, lr=0.007173, batch_cost=0.4888, reader_cost=0.0003 | ETA 03:45:14 2020-12-01 15:25:56 [INFO] [TRAIN] epoch=19, iter=12360/40000, loss=0.8193, lr=0.007170, batch_cost=0.4919, reader_cost=0.0007 | ETA 03:46:36 2020-12-01 15:26:01 [INFO] [TRAIN] epoch=19, iter=12370/40000, loss=0.9281, lr=0.007168, batch_cost=0.4942, reader_cost=0.0003 | ETA 03:47:35 2020-12-01 15:26:06 [INFO] [TRAIN] epoch=19, iter=12380/40000, loss=0.8342, lr=0.007166, batch_cost=0.4776, reader_cost=0.0001 | ETA 03:39:50 2020-12-01 15:26:11 [INFO] [TRAIN] epoch=19, iter=12390/40000, loss=0.8654, lr=0.007163, batch_cost=0.4927, reader_cost=0.0001 | ETA 03:46:42 2020-12-01 15:26:16 [INFO] [TRAIN] epoch=19, iter=12400/40000, loss=0.8594, lr=0.007161, batch_cost=0.4932, reader_cost=0.0003 | ETA 03:46:52 2020-12-01 15:26:20 [INFO] [TRAIN] epoch=19, iter=12410/40000, loss=0.8844, lr=0.007159, batch_cost=0.4884, reader_cost=0.0008 | ETA 03:44:35 2020-12-01 15:26:25 [INFO] [TRAIN] epoch=19, iter=12420/40000, loss=0.7220, lr=0.007156, batch_cost=0.4874, reader_cost=0.0018 | ETA 03:44:02 2020-12-01 15:26:30 [INFO] [TRAIN] epoch=19, iter=12430/40000, loss=0.7349, lr=0.007154, batch_cost=0.5019, reader_cost=0.0012 | ETA 03:50:37 2020-12-01 15:26:35 [INFO] [TRAIN] epoch=19, iter=12440/40000, loss=0.9384, lr=0.007152, batch_cost=0.4919, reader_cost=0.0017 | ETA 03:45:56 2020-12-01 15:26:40 [INFO] [TRAIN] epoch=19, iter=12450/40000, loss=0.7225, lr=0.007149, batch_cost=0.4984, reader_cost=0.0015 | ETA 03:48:50 2020-12-01 15:26:45 [INFO] [TRAIN] epoch=19, iter=12460/40000, loss=0.7003, lr=0.007147, batch_cost=0.4949, reader_cost=0.0009 | ETA 03:47:09 2020-12-01 15:26:50 [INFO] [TRAIN] epoch=19, iter=12470/40000, loss=0.8269, lr=0.007145, batch_cost=0.4963, reader_cost=0.0003 | ETA 03:47:43 2020-12-01 15:26:55 [INFO] [TRAIN] epoch=19, iter=12480/40000, loss=0.9918, lr=0.007142, batch_cost=0.4929, reader_cost=0.0005 | ETA 03:46:03 2020-12-01 15:27:00 [INFO] [TRAIN] epoch=19, iter=12490/40000, loss=0.9490, lr=0.007140, batch_cost=0.4847, reader_cost=0.0004 | ETA 03:42:13 2020-12-01 15:27:05 [INFO] [TRAIN] epoch=19, iter=12500/40000, loss=0.8810, lr=0.007138, batch_cost=0.4877, reader_cost=0.0006 | ETA 03:43:31 2020-12-01 15:27:10 [INFO] [TRAIN] epoch=19, iter=12510/40000, loss=0.6584, lr=0.007135, batch_cost=0.4858, reader_cost=0.0003 | ETA 03:42:33 2020-12-01 15:27:15 [INFO] [TRAIN] epoch=19, iter=12520/40000, loss=0.5245, lr=0.007133, batch_cost=0.4928, reader_cost=0.0004 | ETA 03:45:41 2020-12-01 15:27:20 [INFO] [TRAIN] epoch=19, iter=12530/40000, loss=0.7510, lr=0.007131, batch_cost=0.4904, reader_cost=0.0011 | ETA 03:44:31 2020-12-01 15:27:24 [INFO] [TRAIN] epoch=19, iter=12540/40000, loss=0.7578, lr=0.007128, batch_cost=0.4928, reader_cost=0.0006 | ETA 03:45:31 2020-12-01 15:27:29 [INFO] [TRAIN] epoch=19, iter=12550/40000, loss=0.8528, lr=0.007126, batch_cost=0.4855, reader_cost=0.0003 | ETA 03:42:07 2020-12-01 15:27:35 [INFO] [TRAIN] epoch=20, iter=12560/40000, loss=0.6337, lr=0.007124, batch_cost=0.5619, reader_cost=0.0636 | ETA 04:16:59 2020-12-01 15:27:40 [INFO] [TRAIN] epoch=20, iter=12570/40000, loss=0.6515, lr=0.007121, batch_cost=0.4832, reader_cost=0.0003 | ETA 03:40:52 2020-12-01 15:27:45 [INFO] [TRAIN] epoch=20, iter=12580/40000, loss=0.9640, lr=0.007119, batch_cost=0.4839, reader_cost=0.0007 | ETA 03:41:08 2020-12-01 15:27:50 [INFO] [TRAIN] epoch=20, iter=12590/40000, loss=0.7473, lr=0.007117, batch_cost=0.4887, reader_cost=0.0003 | ETA 03:43:15 2020-12-01 15:27:54 [INFO] [TRAIN] epoch=20, iter=12600/40000, loss=0.8932, lr=0.007114, batch_cost=0.4901, reader_cost=0.0003 | ETA 03:43:49 2020-12-01 15:27:59 [INFO] [TRAIN] epoch=20, iter=12610/40000, loss=1.0071, lr=0.007112, batch_cost=0.4903, reader_cost=0.0006 | ETA 03:43:49 2020-12-01 15:28:04 [INFO] [TRAIN] epoch=20, iter=12620/40000, loss=0.8783, lr=0.007110, batch_cost=0.4881, reader_cost=0.0015 | ETA 03:42:44 2020-12-01 15:28:09 [INFO] [TRAIN] epoch=20, iter=12630/40000, loss=0.4930, lr=0.007107, batch_cost=0.4967, reader_cost=0.0018 | ETA 03:46:34 2020-12-01 15:28:14 [INFO] [TRAIN] epoch=20, iter=12640/40000, loss=1.1730, lr=0.007105, batch_cost=0.4912, reader_cost=0.0017 | ETA 03:43:58 2020-12-01 15:28:19 [INFO] [TRAIN] epoch=20, iter=12650/40000, loss=0.8510, lr=0.007103, batch_cost=0.4888, reader_cost=0.0011 | ETA 03:42:49 2020-12-01 15:28:24 [INFO] [TRAIN] epoch=20, iter=12660/40000, loss=0.7462, lr=0.007100, batch_cost=0.4881, reader_cost=0.0007 | ETA 03:42:24 2020-12-01 15:28:29 [INFO] [TRAIN] epoch=20, iter=12670/40000, loss=0.7120, lr=0.007098, batch_cost=0.4996, reader_cost=0.0023 | ETA 03:47:34 2020-12-01 15:28:34 [INFO] [TRAIN] epoch=20, iter=12680/40000, loss=0.6298, lr=0.007096, batch_cost=0.4929, reader_cost=0.0005 | ETA 03:44:25 2020-12-01 15:28:39 [INFO] [TRAIN] epoch=20, iter=12690/40000, loss=1.0637, lr=0.007093, batch_cost=0.4800, reader_cost=0.0001 | ETA 03:38:29 2020-12-01 15:28:43 [INFO] [TRAIN] epoch=20, iter=12700/40000, loss=0.8805, lr=0.007091, batch_cost=0.4829, reader_cost=0.0008 | ETA 03:39:43 2020-12-01 15:28:48 [INFO] [TRAIN] epoch=20, iter=12710/40000, loss=0.7058, lr=0.007089, batch_cost=0.4892, reader_cost=0.0009 | ETA 03:42:29 2020-12-01 15:28:53 [INFO] [TRAIN] epoch=20, iter=12720/40000, loss=0.8636, lr=0.007086, batch_cost=0.4935, reader_cost=0.0003 | ETA 03:44:22 2020-12-01 15:28:58 [INFO] [TRAIN] epoch=20, iter=12730/40000, loss=0.8225, lr=0.007084, batch_cost=0.4869, reader_cost=0.0002 | ETA 03:41:18 2020-12-01 15:29:03 [INFO] [TRAIN] epoch=20, iter=12740/40000, loss=0.7442, lr=0.007082, batch_cost=0.4850, reader_cost=0.0002 | ETA 03:40:20 2020-12-01 15:29:08 [INFO] [TRAIN] epoch=20, iter=12750/40000, loss=0.8545, lr=0.007079, batch_cost=0.4897, reader_cost=0.0008 | ETA 03:42:23 2020-12-01 15:29:13 [INFO] [TRAIN] epoch=20, iter=12760/40000, loss=0.6866, lr=0.007077, batch_cost=0.4943, reader_cost=0.0009 | ETA 03:44:24 2020-12-01 15:29:18 [INFO] [TRAIN] epoch=20, iter=12770/40000, loss=0.6422, lr=0.007075, batch_cost=0.4903, reader_cost=0.0013 | ETA 03:42:29 2020-12-01 15:29:23 [INFO] [TRAIN] epoch=20, iter=12780/40000, loss=0.9726, lr=0.007072, batch_cost=0.4907, reader_cost=0.0012 | ETA 03:42:36 2020-12-01 15:29:28 [INFO] [TRAIN] epoch=20, iter=12790/40000, loss=0.6306, lr=0.007070, batch_cost=0.4941, reader_cost=0.0007 | ETA 03:44:04 2020-12-01 15:29:32 [INFO] [TRAIN] epoch=20, iter=12800/40000, loss=0.5946, lr=0.007068, batch_cost=0.4908, reader_cost=0.0013 | ETA 03:42:30 2020-12-01 15:29:37 [INFO] [TRAIN] epoch=20, iter=12810/40000, loss=0.6970, lr=0.007065, batch_cost=0.4880, reader_cost=0.0007 | ETA 03:41:09 2020-12-01 15:29:42 [INFO] [TRAIN] epoch=20, iter=12820/40000, loss=0.5793, lr=0.007063, batch_cost=0.4961, reader_cost=0.0002 | ETA 03:44:42 2020-12-01 15:29:47 [INFO] [TRAIN] epoch=20, iter=12830/40000, loss=0.6454, lr=0.007061, batch_cost=0.4967, reader_cost=0.0011 | ETA 03:44:54 2020-12-01 15:29:52 [INFO] [TRAIN] epoch=20, iter=12840/40000, loss=0.8211, lr=0.007058, batch_cost=0.4851, reader_cost=0.0003 | ETA 03:39:36 2020-12-01 15:29:57 [INFO] [TRAIN] epoch=20, iter=12850/40000, loss=0.9418, lr=0.007056, batch_cost=0.4928, reader_cost=0.0004 | ETA 03:42:58 2020-12-01 15:30:02 [INFO] [TRAIN] epoch=20, iter=12860/40000, loss=0.5415, lr=0.007054, batch_cost=0.4908, reader_cost=0.0014 | ETA 03:42:00 2020-12-01 15:30:07 [INFO] [TRAIN] epoch=20, iter=12870/40000, loss=0.5953, lr=0.007051, batch_cost=0.4946, reader_cost=0.0012 | ETA 03:43:39 2020-12-01 15:30:12 [INFO] [TRAIN] epoch=20, iter=12880/40000, loss=0.6440, lr=0.007049, batch_cost=0.4943, reader_cost=0.0007 | ETA 03:43:24 2020-12-01 15:30:17 [INFO] [TRAIN] epoch=20, iter=12890/40000, loss=0.6954, lr=0.007047, batch_cost=0.4967, reader_cost=0.0005 | ETA 03:44:26 2020-12-01 15:30:22 [INFO] [TRAIN] epoch=20, iter=12900/40000, loss=0.9781, lr=0.007044, batch_cost=0.4929, reader_cost=0.0011 | ETA 03:42:37 2020-12-01 15:30:27 [INFO] [TRAIN] epoch=20, iter=12910/40000, loss=0.8216, lr=0.007042, batch_cost=0.4965, reader_cost=0.0005 | ETA 03:44:11 2020-12-01 15:30:32 [INFO] [TRAIN] epoch=20, iter=12920/40000, loss=0.5745, lr=0.007040, batch_cost=0.4898, reader_cost=0.0005 | ETA 03:41:03 2020-12-01 15:30:36 [INFO] [TRAIN] epoch=20, iter=12930/40000, loss=0.6741, lr=0.007037, batch_cost=0.4885, reader_cost=0.0010 | ETA 03:40:24 2020-12-01 15:30:41 [INFO] [TRAIN] epoch=20, iter=12940/40000, loss=0.6103, lr=0.007035, batch_cost=0.4972, reader_cost=0.0003 | ETA 03:44:14 2020-12-01 15:30:46 [INFO] [TRAIN] epoch=20, iter=12950/40000, loss=0.9507, lr=0.007033, batch_cost=0.4866, reader_cost=0.0004 | ETA 03:39:22 2020-12-01 15:30:51 [INFO] [TRAIN] epoch=20, iter=12960/40000, loss=0.6208, lr=0.007030, batch_cost=0.4813, reader_cost=0.0001 | ETA 03:36:55 2020-12-01 15:30:56 [INFO] [TRAIN] epoch=20, iter=12970/40000, loss=0.6592, lr=0.007028, batch_cost=0.4931, reader_cost=0.0004 | ETA 03:42:07 2020-12-01 15:31:01 [INFO] [TRAIN] epoch=20, iter=12980/40000, loss=0.8849, lr=0.007026, batch_cost=0.4977, reader_cost=0.0007 | ETA 03:44:06 2020-12-01 15:31:06 [INFO] [TRAIN] epoch=20, iter=12990/40000, loss=0.7546, lr=0.007023, batch_cost=0.4925, reader_cost=0.0006 | ETA 03:41:42 2020-12-01 15:31:11 [INFO] [TRAIN] epoch=20, iter=13000/40000, loss=0.6723, lr=0.007021, batch_cost=0.4845, reader_cost=0.0003 | ETA 03:38:00 2020-12-01 15:31:16 [INFO] [TRAIN] epoch=20, iter=13010/40000, loss=0.6215, lr=0.007018, batch_cost=0.4887, reader_cost=0.0010 | ETA 03:39:50 2020-12-01 15:31:21 [INFO] [TRAIN] epoch=20, iter=13020/40000, loss=0.6833, lr=0.007016, batch_cost=0.4926, reader_cost=0.0001 | ETA 03:41:30 2020-12-01 15:31:26 [INFO] [TRAIN] epoch=20, iter=13030/40000, loss=0.8003, lr=0.007014, batch_cost=0.4931, reader_cost=0.0002 | ETA 03:41:39 2020-12-01 15:31:30 [INFO] [TRAIN] epoch=20, iter=13040/40000, loss=0.9094, lr=0.007011, batch_cost=0.4899, reader_cost=0.0014 | ETA 03:40:06 2020-12-01 15:31:35 [INFO] [TRAIN] epoch=20, iter=13050/40000, loss=0.9647, lr=0.007009, batch_cost=0.4893, reader_cost=0.0018 | ETA 03:39:46 2020-12-01 15:31:40 [INFO] [TRAIN] epoch=20, iter=13060/40000, loss=0.6731, lr=0.007007, batch_cost=0.4945, reader_cost=0.0010 | ETA 03:42:02 2020-12-01 15:31:45 [INFO] [TRAIN] epoch=20, iter=13070/40000, loss=0.9416, lr=0.007004, batch_cost=0.4902, reader_cost=0.0006 | ETA 03:40:01 2020-12-01 15:31:50 [INFO] [TRAIN] epoch=20, iter=13080/40000, loss=0.5931, lr=0.007002, batch_cost=0.4894, reader_cost=0.0012 | ETA 03:39:34 2020-12-01 15:31:55 [INFO] [TRAIN] epoch=20, iter=13090/40000, loss=0.8594, lr=0.007000, batch_cost=0.5008, reader_cost=0.0002 | ETA 03:44:36 2020-12-01 15:32:00 [INFO] [TRAIN] epoch=20, iter=13100/40000, loss=0.7003, lr=0.006997, batch_cost=0.4924, reader_cost=0.0013 | ETA 03:40:46 2020-12-01 15:32:05 [INFO] [TRAIN] epoch=20, iter=13110/40000, loss=0.6283, lr=0.006995, batch_cost=0.4894, reader_cost=0.0004 | ETA 03:39:18 2020-12-01 15:32:10 [INFO] [TRAIN] epoch=20, iter=13120/40000, loss=0.8893, lr=0.006993, batch_cost=0.4934, reader_cost=0.0004 | ETA 03:41:03 2020-12-01 15:32:15 [INFO] [TRAIN] epoch=20, iter=13130/40000, loss=0.6514, lr=0.006990, batch_cost=0.4896, reader_cost=0.0001 | ETA 03:39:15 2020-12-01 15:32:20 [INFO] [TRAIN] epoch=20, iter=13140/40000, loss=0.8912, lr=0.006988, batch_cost=0.4957, reader_cost=0.0009 | ETA 03:41:53 2020-12-01 15:32:25 [INFO] [TRAIN] epoch=20, iter=13150/40000, loss=1.0299, lr=0.006986, batch_cost=0.4879, reader_cost=0.0005 | ETA 03:38:19 2020-12-01 15:32:30 [INFO] [TRAIN] epoch=20, iter=13160/40000, loss=0.7970, lr=0.006983, batch_cost=0.4930, reader_cost=0.0003 | ETA 03:40:32 2020-12-01 15:32:34 [INFO] [TRAIN] epoch=20, iter=13170/40000, loss=0.6129, lr=0.006981, batch_cost=0.4859, reader_cost=0.0003 | ETA 03:37:16 2020-12-01 15:32:39 [INFO] [TRAIN] epoch=20, iter=13180/40000, loss=0.7238, lr=0.006979, batch_cost=0.4919, reader_cost=0.0003 | ETA 03:39:52 2020-12-01 15:32:44 [INFO] [TRAIN] epoch=20, iter=13190/40000, loss=0.7352, lr=0.006976, batch_cost=0.4871, reader_cost=0.0005 | ETA 03:37:40 2020-12-01 15:32:49 [INFO] [TRAIN] epoch=20, iter=13200/40000, loss=0.7021, lr=0.006974, batch_cost=0.4926, reader_cost=0.0004 | ETA 03:40:02 2020-12-01 15:32:54 [INFO] [TRAIN] epoch=20, iter=13210/40000, loss=0.8749, lr=0.006972, batch_cost=0.4897, reader_cost=0.0009 | ETA 03:38:39 2020-12-01 15:32:59 [INFO] [TRAIN] epoch=20, iter=13220/40000, loss=0.7620, lr=0.006969, batch_cost=0.4770, reader_cost=0.0003 | ETA 03:32:53 2020-12-01 15:33:05 [INFO] [TRAIN] epoch=21, iter=13230/40000, loss=0.6385, lr=0.006967, batch_cost=0.5788, reader_cost=0.0615 | ETA 04:18:14 2020-12-01 15:33:09 [INFO] [TRAIN] epoch=21, iter=13240/40000, loss=0.7332, lr=0.006965, batch_cost=0.4872, reader_cost=0.0003 | ETA 03:37:17 2020-12-01 15:33:14 [INFO] [TRAIN] epoch=21, iter=13250/40000, loss=0.8652, lr=0.006962, batch_cost=0.4832, reader_cost=0.0001 | ETA 03:35:26 2020-12-01 15:33:19 [INFO] [TRAIN] epoch=21, iter=13260/40000, loss=0.4429, lr=0.006960, batch_cost=0.4803, reader_cost=0.0001 | ETA 03:34:03 2020-12-01 15:33:24 [INFO] [TRAIN] epoch=21, iter=13270/40000, loss=0.7021, lr=0.006958, batch_cost=0.4905, reader_cost=0.0001 | ETA 03:38:31 2020-12-01 15:33:29 [INFO] [TRAIN] epoch=21, iter=13280/40000, loss=0.5918, lr=0.006955, batch_cost=0.4900, reader_cost=0.0011 | ETA 03:38:12 2020-12-01 15:33:34 [INFO] [TRAIN] epoch=21, iter=13290/40000, loss=0.6757, lr=0.006953, batch_cost=0.4888, reader_cost=0.0014 | ETA 03:37:35 2020-12-01 15:33:39 [INFO] [TRAIN] epoch=21, iter=13300/40000, loss=0.4590, lr=0.006951, batch_cost=0.4933, reader_cost=0.0011 | ETA 03:39:29 2020-12-01 15:33:44 [INFO] [TRAIN] epoch=21, iter=13310/40000, loss=0.6191, lr=0.006948, batch_cost=0.4846, reader_cost=0.0009 | ETA 03:35:34 2020-12-01 15:33:48 [INFO] [TRAIN] epoch=21, iter=13320/40000, loss=0.6526, lr=0.006946, batch_cost=0.4884, reader_cost=0.0013 | ETA 03:37:09 2020-12-01 15:33:53 [INFO] [TRAIN] epoch=21, iter=13330/40000, loss=0.6587, lr=0.006944, batch_cost=0.4841, reader_cost=0.0009 | ETA 03:35:10 2020-12-01 15:33:58 [INFO] [TRAIN] epoch=21, iter=13340/40000, loss=0.5668, lr=0.006941, batch_cost=0.4863, reader_cost=0.0002 | ETA 03:36:05 2020-12-01 15:34:03 [INFO] [TRAIN] epoch=21, iter=13350/40000, loss=0.6067, lr=0.006939, batch_cost=0.4828, reader_cost=0.0003 | ETA 03:34:27 2020-12-01 15:34:08 [INFO] [TRAIN] epoch=21, iter=13360/40000, loss=0.7153, lr=0.006937, batch_cost=0.4915, reader_cost=0.0007 | ETA 03:38:13 2020-12-01 15:34:13 [INFO] [TRAIN] epoch=21, iter=13370/40000, loss=0.5329, lr=0.006934, batch_cost=0.4862, reader_cost=0.0003 | ETA 03:35:47 2020-12-01 15:34:18 [INFO] [TRAIN] epoch=21, iter=13380/40000, loss=1.0074, lr=0.006932, batch_cost=0.4883, reader_cost=0.0004 | ETA 03:36:39 2020-12-01 15:34:23 [INFO] [TRAIN] epoch=21, iter=13390/40000, loss=0.7760, lr=0.006929, batch_cost=0.5000, reader_cost=0.0019 | ETA 03:41:45 2020-12-01 15:34:28 [INFO] [TRAIN] epoch=21, iter=13400/40000, loss=0.5095, lr=0.006927, batch_cost=0.4906, reader_cost=0.0012 | ETA 03:37:31 2020-12-01 15:34:33 [INFO] [TRAIN] epoch=21, iter=13410/40000, loss=0.8459, lr=0.006925, batch_cost=0.4970, reader_cost=0.0012 | ETA 03:40:15 2020-12-01 15:34:37 [INFO] [TRAIN] epoch=21, iter=13420/40000, loss=0.5447, lr=0.006922, batch_cost=0.4826, reader_cost=0.0005 | ETA 03:33:46 2020-12-01 15:34:42 [INFO] [TRAIN] epoch=21, iter=13430/40000, loss=0.6790, lr=0.006920, batch_cost=0.4871, reader_cost=0.0003 | ETA 03:35:41 2020-12-01 15:34:47 [INFO] [TRAIN] epoch=21, iter=13440/40000, loss=0.5371, lr=0.006918, batch_cost=0.4874, reader_cost=0.0005 | ETA 03:35:45 2020-12-01 15:34:52 [INFO] [TRAIN] epoch=21, iter=13450/40000, loss=0.7575, lr=0.006915, batch_cost=0.4934, reader_cost=0.0004 | ETA 03:38:20 2020-12-01 15:34:57 [INFO] [TRAIN] epoch=21, iter=13460/40000, loss=0.9163, lr=0.006913, batch_cost=0.4943, reader_cost=0.0003 | ETA 03:38:37 2020-12-01 15:35:02 [INFO] [TRAIN] epoch=21, iter=13470/40000, loss=0.7399, lr=0.006911, batch_cost=0.4930, reader_cost=0.0003 | ETA 03:37:59 2020-12-01 15:35:07 [INFO] [TRAIN] epoch=21, iter=13480/40000, loss=0.5564, lr=0.006908, batch_cost=0.4895, reader_cost=0.0008 | ETA 03:36:22 2020-12-01 15:35:12 [INFO] [TRAIN] epoch=21, iter=13490/40000, loss=0.5840, lr=0.006906, batch_cost=0.4907, reader_cost=0.0003 | ETA 03:36:47 2020-12-01 15:35:17 [INFO] [TRAIN] epoch=21, iter=13500/40000, loss=0.7174, lr=0.006904, batch_cost=0.4960, reader_cost=0.0005 | ETA 03:39:04 2020-12-01 15:35:22 [INFO] [TRAIN] epoch=21, iter=13510/40000, loss=0.7723, lr=0.006901, batch_cost=0.4893, reader_cost=0.0002 | ETA 03:36:00 2020-12-01 15:35:26 [INFO] [TRAIN] epoch=21, iter=13520/40000, loss=0.8625, lr=0.006899, batch_cost=0.4898, reader_cost=0.0003 | ETA 03:36:10 2020-12-01 15:35:31 [INFO] [TRAIN] epoch=21, iter=13530/40000, loss=0.7085, lr=0.006897, batch_cost=0.4952, reader_cost=0.0003 | ETA 03:38:26 2020-12-01 15:35:36 [INFO] [TRAIN] epoch=21, iter=13540/40000, loss=0.7775, lr=0.006894, batch_cost=0.4852, reader_cost=0.0010 | ETA 03:33:59 2020-12-01 15:35:41 [INFO] [TRAIN] epoch=21, iter=13550/40000, loss=0.5358, lr=0.006892, batch_cost=0.4917, reader_cost=0.0003 | ETA 03:36:46 2020-12-01 15:35:46 [INFO] [TRAIN] epoch=21, iter=13560/40000, loss=0.5905, lr=0.006890, batch_cost=0.4987, reader_cost=0.0010 | ETA 03:39:46 2020-12-01 15:35:51 [INFO] [TRAIN] epoch=21, iter=13570/40000, loss=0.5790, lr=0.006887, batch_cost=0.4994, reader_cost=0.0003 | ETA 03:39:59 2020-12-01 15:35:56 [INFO] [TRAIN] epoch=21, iter=13580/40000, loss=0.5682, lr=0.006885, batch_cost=0.4893, reader_cost=0.0016 | ETA 03:35:28 2020-12-01 15:36:01 [INFO] [TRAIN] epoch=21, iter=13590/40000, loss=0.6544, lr=0.006883, batch_cost=0.4907, reader_cost=0.0011 | ETA 03:35:59 2020-12-01 15:36:06 [INFO] [TRAIN] epoch=21, iter=13600/40000, loss=0.7414, lr=0.006880, batch_cost=0.4887, reader_cost=0.0020 | ETA 03:35:01 2020-12-01 15:36:11 [INFO] [TRAIN] epoch=21, iter=13610/40000, loss=0.8742, lr=0.006878, batch_cost=0.4905, reader_cost=0.0009 | ETA 03:35:44 2020-12-01 15:36:16 [INFO] [TRAIN] epoch=21, iter=13620/40000, loss=0.6787, lr=0.006876, batch_cost=0.4946, reader_cost=0.0010 | ETA 03:37:28 2020-12-01 15:36:21 [INFO] [TRAIN] epoch=21, iter=13630/40000, loss=0.5441, lr=0.006873, batch_cost=0.4899, reader_cost=0.0005 | ETA 03:35:18 2020-12-01 15:36:25 [INFO] [TRAIN] epoch=21, iter=13640/40000, loss=0.6752, lr=0.006871, batch_cost=0.4885, reader_cost=0.0005 | ETA 03:34:37 2020-12-01 15:36:30 [INFO] [TRAIN] epoch=21, iter=13650/40000, loss=0.7354, lr=0.006869, batch_cost=0.4960, reader_cost=0.0006 | ETA 03:37:50 2020-12-01 15:36:35 [INFO] [TRAIN] epoch=21, iter=13660/40000, loss=0.8210, lr=0.006866, batch_cost=0.4771, reader_cost=0.0003 | ETA 03:29:27 2020-12-01 15:36:40 [INFO] [TRAIN] epoch=21, iter=13670/40000, loss=0.7554, lr=0.006864, batch_cost=0.4922, reader_cost=0.0008 | ETA 03:36:00 2020-12-01 15:36:45 [INFO] [TRAIN] epoch=21, iter=13680/40000, loss=0.7185, lr=0.006861, batch_cost=0.5005, reader_cost=0.0008 | ETA 03:39:32 2020-12-01 15:36:50 [INFO] [TRAIN] epoch=21, iter=13690/40000, loss=0.4888, lr=0.006859, batch_cost=0.4870, reader_cost=0.0007 | ETA 03:33:33 2020-12-01 15:36:55 [INFO] [TRAIN] epoch=21, iter=13700/40000, loss=0.4398, lr=0.006857, batch_cost=0.4919, reader_cost=0.0003 | ETA 03:35:38 2020-12-01 15:37:00 [INFO] [TRAIN] epoch=21, iter=13710/40000, loss=0.8230, lr=0.006854, batch_cost=0.4863, reader_cost=0.0003 | ETA 03:33:04 2020-12-01 15:37:05 [INFO] [TRAIN] epoch=21, iter=13720/40000, loss=0.7852, lr=0.006852, batch_cost=0.5132, reader_cost=0.0013 | ETA 03:44:46 2020-12-01 15:37:10 [INFO] [TRAIN] epoch=21, iter=13730/40000, loss=0.7753, lr=0.006850, batch_cost=0.4867, reader_cost=0.0012 | ETA 03:33:06 2020-12-01 15:37:15 [INFO] [TRAIN] epoch=21, iter=13740/40000, loss=0.7397, lr=0.006847, batch_cost=0.4858, reader_cost=0.0005 | ETA 03:32:36 2020-12-01 15:37:20 [INFO] [TRAIN] epoch=21, iter=13750/40000, loss=0.7519, lr=0.006845, batch_cost=0.4929, reader_cost=0.0006 | ETA 03:35:39 2020-12-01 15:37:24 [INFO] [TRAIN] epoch=21, iter=13760/40000, loss=0.6767, lr=0.006843, batch_cost=0.4886, reader_cost=0.0011 | ETA 03:33:41 2020-12-01 15:37:29 [INFO] [TRAIN] epoch=21, iter=13770/40000, loss=0.8157, lr=0.006840, batch_cost=0.4951, reader_cost=0.0023 | ETA 03:36:25 2020-12-01 15:37:34 [INFO] [TRAIN] epoch=21, iter=13780/40000, loss=0.8783, lr=0.006838, batch_cost=0.5016, reader_cost=0.0019 | ETA 03:39:11 2020-12-01 15:37:39 [INFO] [TRAIN] epoch=21, iter=13790/40000, loss=0.6230, lr=0.006836, batch_cost=0.4982, reader_cost=0.0014 | ETA 03:37:37 2020-12-01 15:37:44 [INFO] [TRAIN] epoch=21, iter=13800/40000, loss=0.6160, lr=0.006833, batch_cost=0.4968, reader_cost=0.0015 | ETA 03:36:57 2020-12-01 15:37:49 [INFO] [TRAIN] epoch=21, iter=13810/40000, loss=0.8006, lr=0.006831, batch_cost=0.5004, reader_cost=0.0006 | ETA 03:38:25 2020-12-01 15:37:54 [INFO] [TRAIN] epoch=21, iter=13820/40000, loss=0.7918, lr=0.006829, batch_cost=0.4938, reader_cost=0.0008 | ETA 03:35:28 2020-12-01 15:37:59 [INFO] [TRAIN] epoch=21, iter=13830/40000, loss=0.7603, lr=0.006826, batch_cost=0.4971, reader_cost=0.0004 | ETA 03:36:49 2020-12-01 15:38:04 [INFO] [TRAIN] epoch=21, iter=13840/40000, loss=0.4870, lr=0.006824, batch_cost=0.4946, reader_cost=0.0014 | ETA 03:35:37 2020-12-01 15:38:09 [INFO] [TRAIN] epoch=21, iter=13850/40000, loss=0.5680, lr=0.006822, batch_cost=0.4933, reader_cost=0.0015 | ETA 03:35:00 2020-12-01 15:38:14 [INFO] [TRAIN] epoch=21, iter=13860/40000, loss=0.5675, lr=0.006819, batch_cost=0.4971, reader_cost=0.0008 | ETA 03:36:34 2020-12-01 15:38:19 [INFO] [TRAIN] epoch=21, iter=13870/40000, loss=1.2819, lr=0.006817, batch_cost=0.4910, reader_cost=0.0010 | ETA 03:33:50 2020-12-01 15:38:24 [INFO] [TRAIN] epoch=21, iter=13880/40000, loss=0.8747, lr=0.006815, batch_cost=0.4835, reader_cost=0.0005 | ETA 03:30:29 2020-12-01 15:38:30 [INFO] [TRAIN] epoch=22, iter=13890/40000, loss=0.8190, lr=0.006812, batch_cost=0.5701, reader_cost=0.0552 | ETA 04:08:05 2020-12-01 15:38:34 [INFO] [TRAIN] epoch=22, iter=13900/40000, loss=0.6089, lr=0.006810, batch_cost=0.4823, reader_cost=0.0003 | ETA 03:29:46 2020-12-01 15:38:39 [INFO] [TRAIN] epoch=22, iter=13910/40000, loss=0.6985, lr=0.006808, batch_cost=0.4834, reader_cost=0.0003 | ETA 03:30:12 2020-12-01 15:38:44 [INFO] [TRAIN] epoch=22, iter=13920/40000, loss=0.6220, lr=0.006805, batch_cost=0.4871, reader_cost=0.0005 | ETA 03:31:44 2020-12-01 15:38:49 [INFO] [TRAIN] epoch=22, iter=13930/40000, loss=1.2662, lr=0.006803, batch_cost=0.4799, reader_cost=0.0006 | ETA 03:28:29 2020-12-01 15:38:54 [INFO] [TRAIN] epoch=22, iter=13940/40000, loss=0.7490, lr=0.006800, batch_cost=0.4910, reader_cost=0.0004 | ETA 03:33:15 2020-12-01 15:38:59 [INFO] [TRAIN] epoch=22, iter=13950/40000, loss=0.8980, lr=0.006798, batch_cost=0.4884, reader_cost=0.0003 | ETA 03:32:02 2020-12-01 15:39:04 [INFO] [TRAIN] epoch=22, iter=13960/40000, loss=0.7516, lr=0.006796, batch_cost=0.4821, reader_cost=0.0001 | ETA 03:29:14 2020-12-01 15:39:08 [INFO] [TRAIN] epoch=22, iter=13970/40000, loss=0.8303, lr=0.006793, batch_cost=0.4783, reader_cost=0.0003 | ETA 03:27:30 2020-12-01 15:39:13 [INFO] [TRAIN] epoch=22, iter=13980/40000, loss=0.5691, lr=0.006791, batch_cost=0.4832, reader_cost=0.0007 | ETA 03:29:33 2020-12-01 15:39:18 [INFO] [TRAIN] epoch=22, iter=13990/40000, loss=0.7906, lr=0.006789, batch_cost=0.4903, reader_cost=0.0009 | ETA 03:32:33 2020-12-01 15:39:23 [INFO] [TRAIN] epoch=22, iter=14000/40000, loss=0.5751, lr=0.006786, batch_cost=0.4918, reader_cost=0.0003 | ETA 03:33:07 2020-12-01 15:39:28 [INFO] [TRAIN] epoch=22, iter=14010/40000, loss=0.4811, lr=0.006784, batch_cost=0.4913, reader_cost=0.0003 | ETA 03:32:49 2020-12-01 15:39:33 [INFO] [TRAIN] epoch=22, iter=14020/40000, loss=0.8565, lr=0.006782, batch_cost=0.4895, reader_cost=0.0014 | ETA 03:31:56 2020-12-01 15:39:38 [INFO] [TRAIN] epoch=22, iter=14030/40000, loss=0.5810, lr=0.006779, batch_cost=0.4902, reader_cost=0.0001 | ETA 03:32:10 2020-12-01 15:39:43 [INFO] [TRAIN] epoch=22, iter=14040/40000, loss=0.6917, lr=0.006777, batch_cost=0.5011, reader_cost=0.0003 | ETA 03:36:48 2020-12-01 15:39:48 [INFO] [TRAIN] epoch=22, iter=14050/40000, loss=0.8658, lr=0.006775, batch_cost=0.4902, reader_cost=0.0001 | ETA 03:32:00 2020-12-01 15:39:52 [INFO] [TRAIN] epoch=22, iter=14060/40000, loss=0.5806, lr=0.006772, batch_cost=0.4858, reader_cost=0.0003 | ETA 03:30:00 2020-12-01 15:39:57 [INFO] [TRAIN] epoch=22, iter=14070/40000, loss=0.6843, lr=0.006770, batch_cost=0.4932, reader_cost=0.0004 | ETA 03:33:07 2020-12-01 15:40:02 [INFO] [TRAIN] epoch=22, iter=14080/40000, loss=0.7251, lr=0.006768, batch_cost=0.4920, reader_cost=0.0003 | ETA 03:32:33 2020-12-01 15:40:07 [INFO] [TRAIN] epoch=22, iter=14090/40000, loss=0.5144, lr=0.006765, batch_cost=0.4971, reader_cost=0.0005 | ETA 03:34:39 2020-12-01 15:40:12 [INFO] [TRAIN] epoch=22, iter=14100/40000, loss=1.0014, lr=0.006763, batch_cost=0.4979, reader_cost=0.0001 | ETA 03:34:54 2020-12-01 15:40:17 [INFO] [TRAIN] epoch=22, iter=14110/40000, loss=1.0282, lr=0.006761, batch_cost=0.4875, reader_cost=0.0003 | ETA 03:30:21 2020-12-01 15:40:22 [INFO] [TRAIN] epoch=22, iter=14120/40000, loss=0.8726, lr=0.006758, batch_cost=0.4937, reader_cost=0.0003 | ETA 03:32:56 2020-12-01 15:40:27 [INFO] [TRAIN] epoch=22, iter=14130/40000, loss=0.7852, lr=0.006756, batch_cost=0.4944, reader_cost=0.0003 | ETA 03:33:10 2020-12-01 15:40:32 [INFO] [TRAIN] epoch=22, iter=14140/40000, loss=0.7822, lr=0.006753, batch_cost=0.4920, reader_cost=0.0005 | ETA 03:32:03 2020-12-01 15:40:37 [INFO] [TRAIN] epoch=22, iter=14150/40000, loss=0.7301, lr=0.006751, batch_cost=0.4937, reader_cost=0.0003 | ETA 03:32:41 2020-12-01 15:40:42 [INFO] [TRAIN] epoch=22, iter=14160/40000, loss=0.8914, lr=0.006749, batch_cost=0.4946, reader_cost=0.0003 | ETA 03:33:00 2020-12-01 15:40:47 [INFO] [TRAIN] epoch=22, iter=14170/40000, loss=0.7737, lr=0.006746, batch_cost=0.4935, reader_cost=0.0004 | ETA 03:32:27 2020-12-01 15:40:52 [INFO] [TRAIN] epoch=22, iter=14180/40000, loss=0.8116, lr=0.006744, batch_cost=0.5033, reader_cost=0.0001 | ETA 03:36:34 2020-12-01 15:40:57 [INFO] [TRAIN] epoch=22, iter=14190/40000, loss=0.7525, lr=0.006742, batch_cost=0.4929, reader_cost=0.0001 | ETA 03:32:01 2020-12-01 15:41:02 [INFO] [TRAIN] epoch=22, iter=14200/40000, loss=0.8228, lr=0.006739, batch_cost=0.4956, reader_cost=0.0004 | ETA 03:33:06 2020-12-01 15:41:07 [INFO] [TRAIN] epoch=22, iter=14210/40000, loss=0.8932, lr=0.006737, batch_cost=0.4880, reader_cost=0.0001 | ETA 03:29:45 2020-12-01 15:41:12 [INFO] [TRAIN] epoch=22, iter=14220/40000, loss=0.6159, lr=0.006735, batch_cost=0.4986, reader_cost=0.0006 | ETA 03:34:14 2020-12-01 15:41:17 [INFO] [TRAIN] epoch=22, iter=14230/40000, loss=0.5936, lr=0.006732, batch_cost=0.4971, reader_cost=0.0014 | ETA 03:33:30 2020-12-01 15:41:21 [INFO] [TRAIN] epoch=22, iter=14240/40000, loss=1.0239, lr=0.006730, batch_cost=0.4928, reader_cost=0.0017 | ETA 03:31:33 2020-12-01 15:41:26 [INFO] [TRAIN] epoch=22, iter=14250/40000, loss=0.5536, lr=0.006728, batch_cost=0.4860, reader_cost=0.0013 | ETA 03:28:35 2020-12-01 15:41:31 [INFO] [TRAIN] epoch=22, iter=14260/40000, loss=0.7481, lr=0.006725, batch_cost=0.4915, reader_cost=0.0011 | ETA 03:30:50 2020-12-01 15:41:36 [INFO] [TRAIN] epoch=22, iter=14270/40000, loss=0.9666, lr=0.006723, batch_cost=0.4882, reader_cost=0.0016 | ETA 03:29:20 2020-12-01 15:41:41 [INFO] [TRAIN] epoch=22, iter=14280/40000, loss=0.6294, lr=0.006721, batch_cost=0.4948, reader_cost=0.0020 | ETA 03:32:07 2020-12-01 15:41:46 [INFO] [TRAIN] epoch=22, iter=14290/40000, loss=0.5960, lr=0.006718, batch_cost=0.4850, reader_cost=0.0007 | ETA 03:27:48 2020-12-01 15:41:51 [INFO] [TRAIN] epoch=22, iter=14300/40000, loss=0.4698, lr=0.006716, batch_cost=0.4874, reader_cost=0.0015 | ETA 03:28:47 2020-12-01 15:41:56 [INFO] [TRAIN] epoch=22, iter=14310/40000, loss=0.7929, lr=0.006713, batch_cost=0.4871, reader_cost=0.0005 | ETA 03:28:33 2020-12-01 15:42:01 [INFO] [TRAIN] epoch=22, iter=14320/40000, loss=0.8075, lr=0.006711, batch_cost=0.4878, reader_cost=0.0014 | ETA 03:28:45 2020-12-01 15:42:05 [INFO] [TRAIN] epoch=22, iter=14330/40000, loss=0.8075, lr=0.006709, batch_cost=0.4877, reader_cost=0.0005 | ETA 03:28:40 2020-12-01 15:42:10 [INFO] [TRAIN] epoch=22, iter=14340/40000, loss=1.2676, lr=0.006706, batch_cost=0.4869, reader_cost=0.0004 | ETA 03:28:14 2020-12-01 15:42:15 [INFO] [TRAIN] epoch=22, iter=14350/40000, loss=0.9594, lr=0.006704, batch_cost=0.4956, reader_cost=0.0009 | ETA 03:31:51 2020-12-01 15:42:20 [INFO] [TRAIN] epoch=22, iter=14360/40000, loss=0.6033, lr=0.006702, batch_cost=0.4954, reader_cost=0.0019 | ETA 03:31:41 2020-12-01 15:42:25 [INFO] [TRAIN] epoch=22, iter=14370/40000, loss=1.0566, lr=0.006699, batch_cost=0.4886, reader_cost=0.0013 | ETA 03:28:43 2020-12-01 15:42:30 [INFO] [TRAIN] epoch=22, iter=14380/40000, loss=1.4170, lr=0.006697, batch_cost=0.4929, reader_cost=0.0013 | ETA 03:30:27 2020-12-01 15:42:35 [INFO] [TRAIN] epoch=22, iter=14390/40000, loss=0.7685, lr=0.006695, batch_cost=0.4955, reader_cost=0.0005 | ETA 03:31:30 2020-12-01 15:42:40 [INFO] [TRAIN] epoch=22, iter=14400/40000, loss=0.8101, lr=0.006692, batch_cost=0.4908, reader_cost=0.0015 | ETA 03:29:25 2020-12-01 15:42:45 [INFO] [TRAIN] epoch=22, iter=14410/40000, loss=0.9232, lr=0.006690, batch_cost=0.4895, reader_cost=0.0003 | ETA 03:28:46 2020-12-01 15:42:50 [INFO] [TRAIN] epoch=22, iter=14420/40000, loss=1.3275, lr=0.006688, batch_cost=0.4836, reader_cost=0.0006 | ETA 03:26:11 2020-12-01 15:42:54 [INFO] [TRAIN] epoch=22, iter=14430/40000, loss=0.6734, lr=0.006685, batch_cost=0.4846, reader_cost=0.0017 | ETA 03:26:31 2020-12-01 15:42:59 [INFO] [TRAIN] epoch=22, iter=14440/40000, loss=0.6086, lr=0.006683, batch_cost=0.4925, reader_cost=0.0015 | ETA 03:29:47 2020-12-01 15:43:04 [INFO] [TRAIN] epoch=22, iter=14450/40000, loss=0.8184, lr=0.006681, batch_cost=0.4814, reader_cost=0.0009 | ETA 03:25:00 2020-12-01 15:43:09 [INFO] [TRAIN] epoch=22, iter=14460/40000, loss=0.5974, lr=0.006678, batch_cost=0.4953, reader_cost=0.0002 | ETA 03:30:50 2020-12-01 15:43:14 [INFO] [TRAIN] epoch=22, iter=14470/40000, loss=1.1148, lr=0.006676, batch_cost=0.4812, reader_cost=0.0013 | ETA 03:24:44 2020-12-01 15:43:19 [INFO] [TRAIN] epoch=22, iter=14480/40000, loss=0.8862, lr=0.006674, batch_cost=0.4925, reader_cost=0.0011 | ETA 03:29:28 2020-12-01 15:43:24 [INFO] [TRAIN] epoch=22, iter=14490/40000, loss=0.6765, lr=0.006671, batch_cost=0.4937, reader_cost=0.0009 | ETA 03:29:54 2020-12-01 15:43:29 [INFO] [TRAIN] epoch=22, iter=14500/40000, loss=0.7877, lr=0.006669, batch_cost=0.4912, reader_cost=0.0007 | ETA 03:28:45 2020-12-01 15:43:34 [INFO] [TRAIN] epoch=22, iter=14510/40000, loss=0.5609, lr=0.006666, batch_cost=0.4957, reader_cost=0.0012 | ETA 03:30:34 2020-12-01 15:43:39 [INFO] [TRAIN] epoch=22, iter=14520/40000, loss=0.6227, lr=0.006664, batch_cost=0.4901, reader_cost=0.0004 | ETA 03:28:08 2020-12-01 15:43:44 [INFO] [TRAIN] epoch=22, iter=14530/40000, loss=0.7342, lr=0.006662, batch_cost=0.4930, reader_cost=0.0006 | ETA 03:29:15 2020-12-01 15:43:48 [INFO] [TRAIN] epoch=22, iter=14540/40000, loss=0.5813, lr=0.006659, batch_cost=0.4777, reader_cost=0.0005 | ETA 03:22:41 2020-12-01 15:43:54 [INFO] [TRAIN] epoch=23, iter=14550/40000, loss=0.6716, lr=0.006657, batch_cost=0.5767, reader_cost=0.0714 | ETA 04:04:37 2020-12-01 15:43:59 [INFO] [TRAIN] epoch=23, iter=14560/40000, loss=0.7772, lr=0.006655, batch_cost=0.4864, reader_cost=0.0002 | ETA 03:26:13 2020-12-01 15:44:04 [INFO] [TRAIN] epoch=23, iter=14570/40000, loss=0.4524, lr=0.006652, batch_cost=0.4948, reader_cost=0.0005 | ETA 03:29:41 2020-12-01 15:44:09 [INFO] [TRAIN] epoch=23, iter=14580/40000, loss=0.7133, lr=0.006650, batch_cost=0.4930, reader_cost=0.0011 | ETA 03:28:51 2020-12-01 15:44:14 [INFO] [TRAIN] epoch=23, iter=14590/40000, loss=0.8802, lr=0.006648, batch_cost=0.4907, reader_cost=0.0009 | ETA 03:27:47 2020-12-01 15:44:19 [INFO] [TRAIN] epoch=23, iter=14600/40000, loss=0.7341, lr=0.006645, batch_cost=0.4891, reader_cost=0.0003 | ETA 03:27:04 2020-12-01 15:44:23 [INFO] [TRAIN] epoch=23, iter=14610/40000, loss=0.4898, lr=0.006643, batch_cost=0.4821, reader_cost=0.0002 | ETA 03:24:00 2020-12-01 15:44:28 [INFO] [TRAIN] epoch=23, iter=14620/40000, loss=0.7743, lr=0.006641, batch_cost=0.4800, reader_cost=0.0001 | ETA 03:23:03 2020-12-01 15:44:33 [INFO] [TRAIN] epoch=23, iter=14630/40000, loss=0.7234, lr=0.006638, batch_cost=0.4885, reader_cost=0.0008 | ETA 03:26:31 2020-12-01 15:44:38 [INFO] [TRAIN] epoch=23, iter=14640/40000, loss=0.7712, lr=0.006636, batch_cost=0.4888, reader_cost=0.0005 | ETA 03:26:36 2020-12-01 15:44:43 [INFO] [TRAIN] epoch=23, iter=14650/40000, loss=0.7525, lr=0.006633, batch_cost=0.4907, reader_cost=0.0002 | ETA 03:27:18 2020-12-01 15:44:48 [INFO] [TRAIN] epoch=23, iter=14660/40000, loss=0.5330, lr=0.006631, batch_cost=0.4959, reader_cost=0.0004 | ETA 03:29:25 2020-12-01 15:44:53 [INFO] [TRAIN] epoch=23, iter=14670/40000, loss=0.6776, lr=0.006629, batch_cost=0.4913, reader_cost=0.0001 | ETA 03:27:24 2020-12-01 15:44:58 [INFO] [TRAIN] epoch=23, iter=14680/40000, loss=0.5562, lr=0.006626, batch_cost=0.4885, reader_cost=0.0002 | ETA 03:26:08 2020-12-01 15:45:03 [INFO] [TRAIN] epoch=23, iter=14690/40000, loss=0.7301, lr=0.006624, batch_cost=0.5012, reader_cost=0.0001 | ETA 03:31:25 2020-12-01 15:45:07 [INFO] [TRAIN] epoch=23, iter=14700/40000, loss=0.6941, lr=0.006622, batch_cost=0.4809, reader_cost=0.0005 | ETA 03:22:46 2020-12-01 15:45:12 [INFO] [TRAIN] epoch=23, iter=14710/40000, loss=0.5844, lr=0.006619, batch_cost=0.4959, reader_cost=0.0006 | ETA 03:29:00 2020-12-01 15:45:17 [INFO] [TRAIN] epoch=23, iter=14720/40000, loss=0.6023, lr=0.006617, batch_cost=0.5020, reader_cost=0.0005 | ETA 03:31:29 2020-12-01 15:45:22 [INFO] [TRAIN] epoch=23, iter=14730/40000, loss=0.5410, lr=0.006615, batch_cost=0.4951, reader_cost=0.0003 | ETA 03:28:31 2020-12-01 15:45:27 [INFO] [TRAIN] epoch=23, iter=14740/40000, loss=0.6633, lr=0.006612, batch_cost=0.4870, reader_cost=0.0003 | ETA 03:25:02 2020-12-01 15:45:32 [INFO] [TRAIN] epoch=23, iter=14750/40000, loss=0.5201, lr=0.006610, batch_cost=0.4930, reader_cost=0.0001 | ETA 03:27:28 2020-12-01 15:45:37 [INFO] [TRAIN] epoch=23, iter=14760/40000, loss=0.8121, lr=0.006608, batch_cost=0.5084, reader_cost=0.0001 | ETA 03:33:50 2020-12-01 15:45:42 [INFO] [TRAIN] epoch=23, iter=14770/40000, loss=0.7779, lr=0.006605, batch_cost=0.4997, reader_cost=0.0001 | ETA 03:30:07 2020-12-01 15:45:47 [INFO] [TRAIN] epoch=23, iter=14780/40000, loss=0.4991, lr=0.006603, batch_cost=0.4921, reader_cost=0.0001 | ETA 03:26:50 2020-12-01 15:45:52 [INFO] [TRAIN] epoch=23, iter=14790/40000, loss=0.6837, lr=0.006601, batch_cost=0.4993, reader_cost=0.0005 | ETA 03:29:47 2020-12-01 15:45:57 [INFO] [TRAIN] epoch=23, iter=14800/40000, loss=0.5154, lr=0.006598, batch_cost=0.4900, reader_cost=0.0007 | ETA 03:25:47 2020-12-01 15:46:02 [INFO] [TRAIN] epoch=23, iter=14810/40000, loss=0.7321, lr=0.006596, batch_cost=0.4920, reader_cost=0.0003 | ETA 03:26:34 2020-12-01 15:46:07 [INFO] [TRAIN] epoch=23, iter=14820/40000, loss=0.7370, lr=0.006593, batch_cost=0.4865, reader_cost=0.0003 | ETA 03:24:09 2020-12-01 15:46:12 [INFO] [TRAIN] epoch=23, iter=14830/40000, loss=0.8155, lr=0.006591, batch_cost=0.4883, reader_cost=0.0003 | ETA 03:24:51 2020-12-01 15:46:17 [INFO] [TRAIN] epoch=23, iter=14840/40000, loss=0.8240, lr=0.006589, batch_cost=0.4960, reader_cost=0.0002 | ETA 03:28:00 2020-12-01 15:46:22 [INFO] [TRAIN] epoch=23, iter=14850/40000, loss=0.6214, lr=0.006586, batch_cost=0.4933, reader_cost=0.0001 | ETA 03:26:47 2020-12-01 15:46:27 [INFO] [TRAIN] epoch=23, iter=14860/40000, loss=0.5913, lr=0.006584, batch_cost=0.5017, reader_cost=0.0003 | ETA 03:30:13 2020-12-01 15:46:32 [INFO] [TRAIN] epoch=23, iter=14870/40000, loss=0.8555, lr=0.006582, batch_cost=0.4870, reader_cost=0.0002 | ETA 03:23:58 2020-12-01 15:46:37 [INFO] [TRAIN] epoch=23, iter=14880/40000, loss=0.4938, lr=0.006579, batch_cost=0.4980, reader_cost=0.0008 | ETA 03:28:29 2020-12-01 15:46:42 [INFO] [TRAIN] epoch=23, iter=14890/40000, loss=0.5198, lr=0.006577, batch_cost=0.5003, reader_cost=0.0003 | ETA 03:29:23 2020-12-01 15:46:46 [INFO] [TRAIN] epoch=23, iter=14900/40000, loss=0.5698, lr=0.006575, batch_cost=0.4912, reader_cost=0.0002 | ETA 03:25:29 2020-12-01 15:46:51 [INFO] [TRAIN] epoch=23, iter=14910/40000, loss=0.8405, lr=0.006572, batch_cost=0.4952, reader_cost=0.0003 | ETA 03:27:03 2020-12-01 15:46:56 [INFO] [TRAIN] epoch=23, iter=14920/40000, loss=0.5374, lr=0.006570, batch_cost=0.4998, reader_cost=0.0003 | ETA 03:28:53 2020-12-01 15:47:01 [INFO] [TRAIN] epoch=23, iter=14930/40000, loss=0.8504, lr=0.006568, batch_cost=0.4888, reader_cost=0.0002 | ETA 03:24:13 2020-12-01 15:47:06 [INFO] [TRAIN] epoch=23, iter=14940/40000, loss=0.6836, lr=0.006565, batch_cost=0.4823, reader_cost=0.0003 | ETA 03:21:27 2020-12-01 15:47:11 [INFO] [TRAIN] epoch=23, iter=14950/40000, loss=0.6521, lr=0.006563, batch_cost=0.4995, reader_cost=0.0016 | ETA 03:28:33 2020-12-01 15:47:16 [INFO] [TRAIN] epoch=23, iter=14960/40000, loss=0.7311, lr=0.006560, batch_cost=0.4925, reader_cost=0.0019 | ETA 03:25:32 2020-12-01 15:47:21 [INFO] [TRAIN] epoch=23, iter=14970/40000, loss=0.6093, lr=0.006558, batch_cost=0.4904, reader_cost=0.0003 | ETA 03:24:33 2020-12-01 15:47:26 [INFO] [TRAIN] epoch=23, iter=14980/40000, loss=0.6509, lr=0.006556, batch_cost=0.5007, reader_cost=0.0004 | ETA 03:28:48 2020-12-01 15:47:31 [INFO] [TRAIN] epoch=23, iter=14990/40000, loss=0.7485, lr=0.006553, batch_cost=0.4927, reader_cost=0.0003 | ETA 03:25:21 2020-12-01 15:47:36 [INFO] [TRAIN] epoch=23, iter=15000/40000, loss=0.6451, lr=0.006551, batch_cost=0.4920, reader_cost=0.0001 | ETA 03:24:59 2020-12-01 15:47:41 [INFO] [TRAIN] epoch=23, iter=15010/40000, loss=0.7811, lr=0.006549, batch_cost=0.4912, reader_cost=0.0003 | ETA 03:24:36 2020-12-01 15:47:46 [INFO] [TRAIN] epoch=23, iter=15020/40000, loss=0.9525, lr=0.006546, batch_cost=0.4891, reader_cost=0.0003 | ETA 03:23:38 2020-12-01 15:47:51 [INFO] [TRAIN] epoch=23, iter=15030/40000, loss=0.6595, lr=0.006544, batch_cost=0.4889, reader_cost=0.0011 | ETA 03:23:28 2020-12-01 15:47:55 [INFO] [TRAIN] epoch=23, iter=15040/40000, loss=0.9037, lr=0.006542, batch_cost=0.4906, reader_cost=0.0008 | ETA 03:24:06 2020-12-01 15:48:00 [INFO] [TRAIN] epoch=23, iter=15050/40000, loss=0.9571, lr=0.006539, batch_cost=0.4938, reader_cost=0.0014 | ETA 03:25:19 2020-12-01 15:48:05 [INFO] [TRAIN] epoch=23, iter=15060/40000, loss=0.6909, lr=0.006537, batch_cost=0.4981, reader_cost=0.0011 | ETA 03:27:02 2020-12-01 15:48:10 [INFO] [TRAIN] epoch=23, iter=15070/40000, loss=0.7394, lr=0.006534, batch_cost=0.4939, reader_cost=0.0015 | ETA 03:25:13 2020-12-01 15:48:15 [INFO] [TRAIN] epoch=23, iter=15080/40000, loss=0.5455, lr=0.006532, batch_cost=0.4966, reader_cost=0.0008 | ETA 03:26:16 2020-12-01 15:48:20 [INFO] [TRAIN] epoch=23, iter=15090/40000, loss=0.6795, lr=0.006530, batch_cost=0.4943, reader_cost=0.0011 | ETA 03:25:12 2020-12-01 15:48:25 [INFO] [TRAIN] epoch=23, iter=15100/40000, loss=0.6011, lr=0.006527, batch_cost=0.5021, reader_cost=0.0017 | ETA 03:28:23 2020-12-01 15:48:30 [INFO] [TRAIN] epoch=23, iter=15110/40000, loss=0.8732, lr=0.006525, batch_cost=0.5022, reader_cost=0.0008 | ETA 03:28:20 2020-12-01 15:48:35 [INFO] [TRAIN] epoch=23, iter=15120/40000, loss=0.4771, lr=0.006523, batch_cost=0.4962, reader_cost=0.0011 | ETA 03:25:44 2020-12-01 15:48:40 [INFO] [TRAIN] epoch=23, iter=15130/40000, loss=0.6646, lr=0.006520, batch_cost=0.4974, reader_cost=0.0010 | ETA 03:26:10 2020-12-01 15:48:45 [INFO] [TRAIN] epoch=23, iter=15140/40000, loss=0.6732, lr=0.006518, batch_cost=0.4911, reader_cost=0.0012 | ETA 03:23:28 2020-12-01 15:48:50 [INFO] [TRAIN] epoch=23, iter=15150/40000, loss=0.4515, lr=0.006516, batch_cost=0.4929, reader_cost=0.0008 | ETA 03:24:07 2020-12-01 15:48:55 [INFO] [TRAIN] epoch=23, iter=15160/40000, loss=0.4746, lr=0.006513, batch_cost=0.4965, reader_cost=0.0014 | ETA 03:25:32 2020-12-01 15:49:00 [INFO] [TRAIN] epoch=23, iter=15170/40000, loss=0.6127, lr=0.006511, batch_cost=0.4988, reader_cost=0.0013 | ETA 03:26:26 2020-12-01 15:49:05 [INFO] [TRAIN] epoch=23, iter=15180/40000, loss=0.7792, lr=0.006509, batch_cost=0.4887, reader_cost=0.0010 | ETA 03:22:08 2020-12-01 15:49:10 [INFO] [TRAIN] epoch=23, iter=15190/40000, loss=0.5054, lr=0.006506, batch_cost=0.4947, reader_cost=0.0003 | ETA 03:24:34 2020-12-01 15:49:15 [INFO] [TRAIN] epoch=23, iter=15200/40000, loss=0.8405, lr=0.006504, batch_cost=0.4812, reader_cost=0.0007 | ETA 03:18:52 2020-12-01 15:49:20 [INFO] [TRAIN] epoch=24, iter=15210/40000, loss=0.7306, lr=0.006501, batch_cost=0.5633, reader_cost=0.0574 | ETA 03:52:44 2020-12-01 15:49:25 [INFO] [TRAIN] epoch=24, iter=15220/40000, loss=0.8296, lr=0.006499, batch_cost=0.4868, reader_cost=0.0003 | ETA 03:21:03 2020-12-01 15:49:30 [INFO] [TRAIN] epoch=24, iter=15230/40000, loss=0.7057, lr=0.006497, batch_cost=0.4814, reader_cost=0.0009 | ETA 03:18:44 2020-12-01 15:49:35 [INFO] [TRAIN] epoch=24, iter=15240/40000, loss=0.4911, lr=0.006494, batch_cost=0.4817, reader_cost=0.0003 | ETA 03:18:47 2020-12-01 15:49:40 [INFO] [TRAIN] epoch=24, iter=15250/40000, loss=0.6455, lr=0.006492, batch_cost=0.4905, reader_cost=0.0003 | ETA 03:22:19 2020-12-01 15:49:45 [INFO] [TRAIN] epoch=24, iter=15260/40000, loss=0.5681, lr=0.006490, batch_cost=0.4899, reader_cost=0.0001 | ETA 03:21:59 2020-12-01 15:49:49 [INFO] [TRAIN] epoch=24, iter=15270/40000, loss=0.5150, lr=0.006487, batch_cost=0.4921, reader_cost=0.0017 | ETA 03:22:48 2020-12-01 15:49:54 [INFO] [TRAIN] epoch=24, iter=15280/40000, loss=0.6374, lr=0.006485, batch_cost=0.4924, reader_cost=0.0002 | ETA 03:22:51 2020-12-01 15:49:59 [INFO] [TRAIN] epoch=24, iter=15290/40000, loss=0.5632, lr=0.006483, batch_cost=0.4899, reader_cost=0.0001 | ETA 03:21:45 2020-12-01 15:50:04 [INFO] [TRAIN] epoch=24, iter=15300/40000, loss=0.5623, lr=0.006480, batch_cost=0.4885, reader_cost=0.0003 | ETA 03:21:06 2020-12-01 15:50:09 [INFO] [TRAIN] epoch=24, iter=15310/40000, loss=0.5026, lr=0.006478, batch_cost=0.4927, reader_cost=0.0003 | ETA 03:22:43 2020-12-01 15:50:14 [INFO] [TRAIN] epoch=24, iter=15320/40000, loss=0.7865, lr=0.006475, batch_cost=0.5032, reader_cost=0.0001 | ETA 03:26:59 2020-12-01 15:50:19 [INFO] [TRAIN] epoch=24, iter=15330/40000, loss=0.7616, lr=0.006473, batch_cost=0.4925, reader_cost=0.0003 | ETA 03:22:30 2020-12-01 15:50:24 [INFO] [TRAIN] epoch=24, iter=15340/40000, loss=0.7175, lr=0.006471, batch_cost=0.4886, reader_cost=0.0010 | ETA 03:20:48 2020-12-01 15:50:29 [INFO] [TRAIN] epoch=24, iter=15350/40000, loss=0.8596, lr=0.006468, batch_cost=0.4962, reader_cost=0.0005 | ETA 03:23:51 2020-12-01 15:50:34 [INFO] [TRAIN] epoch=24, iter=15360/40000, loss=0.4096, lr=0.006466, batch_cost=0.4866, reader_cost=0.0003 | ETA 03:19:48 2020-12-01 15:50:39 [INFO] [TRAIN] epoch=24, iter=15370/40000, loss=1.8144, lr=0.006464, batch_cost=0.4863, reader_cost=0.0002 | ETA 03:19:37 2020-12-01 15:50:44 [INFO] [TRAIN] epoch=24, iter=15380/40000, loss=0.6922, lr=0.006461, batch_cost=0.4882, reader_cost=0.0002 | ETA 03:20:18 2020-12-01 15:50:48 [INFO] [TRAIN] epoch=24, iter=15390/40000, loss=0.9719, lr=0.006459, batch_cost=0.4911, reader_cost=0.0009 | ETA 03:21:26 2020-12-01 15:50:53 [INFO] [TRAIN] epoch=24, iter=15400/40000, loss=0.6259, lr=0.006457, batch_cost=0.4933, reader_cost=0.0001 | ETA 03:22:14 2020-12-01 15:50:58 [INFO] [TRAIN] epoch=24, iter=15410/40000, loss=0.5982, lr=0.006454, batch_cost=0.4844, reader_cost=0.0003 | ETA 03:18:31 2020-12-01 15:51:03 [INFO] [TRAIN] epoch=24, iter=15420/40000, loss=0.7473, lr=0.006452, batch_cost=0.4890, reader_cost=0.0005 | ETA 03:20:19 2020-12-01 15:51:08 [INFO] [TRAIN] epoch=24, iter=15430/40000, loss=0.5782, lr=0.006450, batch_cost=0.4915, reader_cost=0.0008 | ETA 03:21:15 2020-12-01 15:51:13 [INFO] [TRAIN] epoch=24, iter=15440/40000, loss=0.5487, lr=0.006447, batch_cost=0.4867, reader_cost=0.0002 | ETA 03:19:14 2020-12-01 15:51:18 [INFO] [TRAIN] epoch=24, iter=15450/40000, loss=0.5080, lr=0.006445, batch_cost=0.5012, reader_cost=0.0001 | ETA 03:25:03 2020-12-01 15:51:23 [INFO] [TRAIN] epoch=24, iter=15460/40000, loss=0.8057, lr=0.006442, batch_cost=0.4868, reader_cost=0.0002 | ETA 03:19:05 2020-12-01 15:51:28 [INFO] [TRAIN] epoch=24, iter=15470/40000, loss=0.7590, lr=0.006440, batch_cost=0.4890, reader_cost=0.0003 | ETA 03:19:54 2020-12-01 15:51:33 [INFO] [TRAIN] epoch=24, iter=15480/40000, loss=0.7998, lr=0.006438, batch_cost=0.4923, reader_cost=0.0001 | ETA 03:21:12 2020-12-01 15:51:37 [INFO] [TRAIN] epoch=24, iter=15490/40000, loss=0.6697, lr=0.006435, batch_cost=0.4904, reader_cost=0.0001 | ETA 03:20:19 2020-12-01 15:51:42 [INFO] [TRAIN] epoch=24, iter=15500/40000, loss=0.7730, lr=0.006433, batch_cost=0.4912, reader_cost=0.0003 | ETA 03:20:33 2020-12-01 15:51:47 [INFO] [TRAIN] epoch=24, iter=15510/40000, loss=0.4870, lr=0.006431, batch_cost=0.4955, reader_cost=0.0008 | ETA 03:22:14 2020-12-01 15:51:52 [INFO] [TRAIN] epoch=24, iter=15520/40000, loss=0.5661, lr=0.006428, batch_cost=0.4899, reader_cost=0.0003 | ETA 03:19:53 2020-12-01 15:51:57 [INFO] [TRAIN] epoch=24, iter=15530/40000, loss=0.6554, lr=0.006426, batch_cost=0.4973, reader_cost=0.0017 | ETA 03:22:47 2020-12-01 15:52:02 [INFO] [TRAIN] epoch=24, iter=15540/40000, loss=0.5466, lr=0.006424, batch_cost=0.4869, reader_cost=0.0016 | ETA 03:18:29 2020-12-01 15:52:07 [INFO] [TRAIN] epoch=24, iter=15550/40000, loss=0.4555, lr=0.006421, batch_cost=0.4923, reader_cost=0.0022 | ETA 03:20:36 2020-12-01 15:52:12 [INFO] [TRAIN] epoch=24, iter=15560/40000, loss=0.5150, lr=0.006419, batch_cost=0.4990, reader_cost=0.0017 | ETA 03:23:16 2020-12-01 15:52:17 [INFO] [TRAIN] epoch=24, iter=15570/40000, loss=0.6418, lr=0.006416, batch_cost=0.4888, reader_cost=0.0012 | ETA 03:19:01 2020-12-01 15:52:22 [INFO] [TRAIN] epoch=24, iter=15580/40000, loss=0.4295, lr=0.006414, batch_cost=0.4903, reader_cost=0.0003 | ETA 03:19:32 2020-12-01 15:52:27 [INFO] [TRAIN] epoch=24, iter=15590/40000, loss=0.7248, lr=0.006412, batch_cost=0.4925, reader_cost=0.0011 | ETA 03:20:20 2020-12-01 15:52:32 [INFO] [TRAIN] epoch=24, iter=15600/40000, loss=0.4884, lr=0.006409, batch_cost=0.4931, reader_cost=0.0009 | ETA 03:20:31 2020-12-01 15:52:37 [INFO] [TRAIN] epoch=24, iter=15610/40000, loss=0.5721, lr=0.006407, batch_cost=0.4864, reader_cost=0.0015 | ETA 03:17:43 2020-12-01 15:52:41 [INFO] [TRAIN] epoch=24, iter=15620/40000, loss=0.6252, lr=0.006405, batch_cost=0.4898, reader_cost=0.0011 | ETA 03:19:01 2020-12-01 15:52:46 [INFO] [TRAIN] epoch=24, iter=15630/40000, loss=0.6532, lr=0.006402, batch_cost=0.4911, reader_cost=0.0013 | ETA 03:19:27 2020-12-01 15:52:51 [INFO] [TRAIN] epoch=24, iter=15640/40000, loss=1.0750, lr=0.006400, batch_cost=0.4979, reader_cost=0.0017 | ETA 03:22:08 2020-12-01 15:52:56 [INFO] [TRAIN] epoch=24, iter=15650/40000, loss=0.6342, lr=0.006398, batch_cost=0.4928, reader_cost=0.0017 | ETA 03:19:59 2020-12-01 15:53:01 [INFO] [TRAIN] epoch=24, iter=15660/40000, loss=1.6276, lr=0.006395, batch_cost=0.4870, reader_cost=0.0008 | ETA 03:17:34 2020-12-01 15:53:06 [INFO] [TRAIN] epoch=24, iter=15670/40000, loss=0.5740, lr=0.006393, batch_cost=0.4988, reader_cost=0.0005 | ETA 03:22:15 2020-12-01 15:53:11 [INFO] [TRAIN] epoch=24, iter=15680/40000, loss=0.7184, lr=0.006390, batch_cost=0.4920, reader_cost=0.0012 | ETA 03:19:26 2020-12-01 15:53:16 [INFO] [TRAIN] epoch=24, iter=15690/40000, loss=0.7287, lr=0.006388, batch_cost=0.4906, reader_cost=0.0003 | ETA 03:18:46 2020-12-01 15:53:21 [INFO] [TRAIN] epoch=24, iter=15700/40000, loss=0.7636, lr=0.006386, batch_cost=0.4909, reader_cost=0.0005 | ETA 03:18:48 2020-12-01 15:53:26 [INFO] [TRAIN] epoch=24, iter=15710/40000, loss=0.6009, lr=0.006383, batch_cost=0.4936, reader_cost=0.0007 | ETA 03:19:48 2020-12-01 15:53:31 [INFO] [TRAIN] epoch=24, iter=15720/40000, loss=1.0115, lr=0.006381, batch_cost=0.4912, reader_cost=0.0002 | ETA 03:18:45 2020-12-01 15:53:36 [INFO] [TRAIN] epoch=24, iter=15730/40000, loss=0.5995, lr=0.006379, batch_cost=0.4970, reader_cost=0.0006 | ETA 03:21:02 2020-12-01 15:53:41 [INFO] [TRAIN] epoch=24, iter=15740/40000, loss=0.5999, lr=0.006376, batch_cost=0.4884, reader_cost=0.0003 | ETA 03:17:29 2020-12-01 15:53:46 [INFO] [TRAIN] epoch=24, iter=15750/40000, loss=0.6239, lr=0.006374, batch_cost=0.4984, reader_cost=0.0009 | ETA 03:21:25 2020-12-01 15:53:50 [INFO] [TRAIN] epoch=24, iter=15760/40000, loss=0.7595, lr=0.006371, batch_cost=0.4917, reader_cost=0.0005 | ETA 03:18:39 2020-12-01 15:53:55 [INFO] [TRAIN] epoch=24, iter=15770/40000, loss=0.7996, lr=0.006369, batch_cost=0.4843, reader_cost=0.0001 | ETA 03:15:35 2020-12-01 15:54:00 [INFO] [TRAIN] epoch=24, iter=15780/40000, loss=0.8520, lr=0.006367, batch_cost=0.4887, reader_cost=0.0003 | ETA 03:17:17 2020-12-01 15:54:05 [INFO] [TRAIN] epoch=24, iter=15790/40000, loss=0.7947, lr=0.006364, batch_cost=0.5107, reader_cost=0.0003 | ETA 03:26:03 2020-12-01 15:54:10 [INFO] [TRAIN] epoch=24, iter=15800/40000, loss=0.6689, lr=0.006362, batch_cost=0.5035, reader_cost=0.0007 | ETA 03:23:05 2020-12-01 15:54:15 [INFO] [TRAIN] epoch=24, iter=15810/40000, loss=0.7182, lr=0.006360, batch_cost=0.5019, reader_cost=0.0005 | ETA 03:22:20 2020-12-01 15:54:20 [INFO] [TRAIN] epoch=24, iter=15820/40000, loss=0.8063, lr=0.006357, batch_cost=0.4982, reader_cost=0.0009 | ETA 03:20:47 2020-12-01 15:54:25 [INFO] [TRAIN] epoch=24, iter=15830/40000, loss=0.5673, lr=0.006355, batch_cost=0.4934, reader_cost=0.0005 | ETA 03:18:46 2020-12-01 15:54:30 [INFO] [TRAIN] epoch=24, iter=15840/40000, loss=0.8649, lr=0.006353, batch_cost=0.5007, reader_cost=0.0002 | ETA 03:21:37 2020-12-01 15:54:35 [INFO] [TRAIN] epoch=24, iter=15850/40000, loss=0.8441, lr=0.006350, batch_cost=0.4916, reader_cost=0.0002 | ETA 03:17:52 2020-12-01 15:54:40 [INFO] [TRAIN] epoch=24, iter=15860/40000, loss=0.7802, lr=0.006348, batch_cost=0.4864, reader_cost=0.0004 | ETA 03:15:42 2020-12-01 15:54:46 [INFO] [TRAIN] epoch=25, iter=15870/40000, loss=0.6720, lr=0.006345, batch_cost=0.5681, reader_cost=0.0631 | ETA 03:48:27 2020-12-01 15:54:51 [INFO] [TRAIN] epoch=25, iter=15880/40000, loss=0.5939, lr=0.006343, batch_cost=0.4900, reader_cost=0.0006 | ETA 03:16:59 2020-12-01 15:54:56 [INFO] [TRAIN] epoch=25, iter=15890/40000, loss=0.5577, lr=0.006341, batch_cost=0.4930, reader_cost=0.0015 | ETA 03:18:07 2020-12-01 15:55:00 [INFO] [TRAIN] epoch=25, iter=15900/40000, loss=0.4965, lr=0.006338, batch_cost=0.4841, reader_cost=0.0015 | ETA 03:14:27 2020-12-01 15:55:05 [INFO] [TRAIN] epoch=25, iter=15910/40000, loss=0.5594, lr=0.006336, batch_cost=0.4911, reader_cost=0.0012 | ETA 03:17:09 2020-12-01 15:55:10 [INFO] [TRAIN] epoch=25, iter=15920/40000, loss=0.6600, lr=0.006334, batch_cost=0.4878, reader_cost=0.0015 | ETA 03:15:46 2020-12-01 15:55:15 [INFO] [TRAIN] epoch=25, iter=15930/40000, loss=0.7195, lr=0.006331, batch_cost=0.4924, reader_cost=0.0011 | ETA 03:17:33 2020-12-01 15:55:20 [INFO] [TRAIN] epoch=25, iter=15940/40000, loss=0.5838, lr=0.006329, batch_cost=0.4911, reader_cost=0.0003 | ETA 03:16:56 2020-12-01 15:55:25 [INFO] [TRAIN] epoch=25, iter=15950/40000, loss=0.5485, lr=0.006327, batch_cost=0.4940, reader_cost=0.0010 | ETA 03:18:00 2020-12-01 15:55:30 [INFO] [TRAIN] epoch=25, iter=15960/40000, loss=0.6346, lr=0.006324, batch_cost=0.4868, reader_cost=0.0013 | ETA 03:15:03 2020-12-01 15:55:35 [INFO] [TRAIN] epoch=25, iter=15970/40000, loss=0.7688, lr=0.006322, batch_cost=0.4916, reader_cost=0.0014 | ETA 03:16:52 2020-12-01 15:55:40 [INFO] [TRAIN] epoch=25, iter=15980/40000, loss=0.5420, lr=0.006319, batch_cost=0.4945, reader_cost=0.0012 | ETA 03:17:57 2020-12-01 15:55:45 [INFO] [TRAIN] epoch=25, iter=15990/40000, loss=0.5967, lr=0.006317, batch_cost=0.4926, reader_cost=0.0008 | ETA 03:17:07 2020-12-01 15:55:50 [INFO] [TRAIN] epoch=25, iter=16000/40000, loss=0.6124, lr=0.006315, batch_cost=0.4896, reader_cost=0.0028 | ETA 03:15:49 2020-12-01 15:55:55 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 15:57:56 [INFO] [EVAL] #Images=1449 mIoU=0.7438 Acc=0.9388 Kappa=0.8640 2020-12-01 15:57:56 [INFO] [EVAL] Class IoU: [0.9324 0.8752 0.4063 0.8778 0.6438 0.7433 0.916 0.8321 0.8869 0.3497 0.8828 0.4962 0.8016 0.8477 0.8017 0.838 0.6559 0.8731 0.4066 0.8171 0.736 ] 2020-12-01 15:57:56 [INFO] [EVAL] Class Acc: [0.9586 0.9504 0.4287 0.9369 0.7399 0.8213 0.9796 0.896 0.962 0.7208 0.9532 0.6147 0.8547 0.9404 0.901 0.9428 0.7863 0.9449 0.7481 0.9744 0.8981] 2020-12-01 15:57:58 [INFO] [EVAL] The model with the best validation mIoU (0.7438) was saved at iter 16000. 2020-12-01 15:58:03 [INFO] [TRAIN] epoch=25, iter=16010/40000, loss=0.5747, lr=0.006312, batch_cost=0.4781, reader_cost=0.0011 | ETA 03:11:10 2020-12-01 15:58:08 [INFO] [TRAIN] epoch=25, iter=16020/40000, loss=0.4749, lr=0.006310, batch_cost=0.4870, reader_cost=0.0005 | ETA 03:14:37 2020-12-01 15:58:13 [INFO] [TRAIN] epoch=25, iter=16030/40000, loss=0.6862, lr=0.006308, batch_cost=0.4794, reader_cost=0.0006 | ETA 03:11:30 2020-12-01 15:58:17 [INFO] [TRAIN] epoch=25, iter=16040/40000, loss=0.6580, lr=0.006305, batch_cost=0.4846, reader_cost=0.0008 | ETA 03:13:30 2020-12-01 15:58:22 [INFO] [TRAIN] epoch=25, iter=16050/40000, loss=0.7658, lr=0.006303, batch_cost=0.4839, reader_cost=0.0007 | ETA 03:13:08 2020-12-01 15:58:27 [INFO] [TRAIN] epoch=25, iter=16060/40000, loss=0.5465, lr=0.006300, batch_cost=0.4835, reader_cost=0.0003 | ETA 03:12:55 2020-12-01 15:58:32 [INFO] [TRAIN] epoch=25, iter=16070/40000, loss=0.4923, lr=0.006298, batch_cost=0.4947, reader_cost=0.0006 | ETA 03:17:18 2020-12-01 15:58:37 [INFO] [TRAIN] epoch=25, iter=16080/40000, loss=0.4150, lr=0.006296, batch_cost=0.4869, reader_cost=0.0007 | ETA 03:14:07 2020-12-01 15:58:42 [INFO] [TRAIN] epoch=25, iter=16090/40000, loss=0.7613, lr=0.006293, batch_cost=0.4903, reader_cost=0.0006 | ETA 03:15:22 2020-12-01 15:58:47 [INFO] [TRAIN] epoch=25, iter=16100/40000, loss=0.5894, lr=0.006291, batch_cost=0.4831, reader_cost=0.0013 | ETA 03:12:25 2020-12-01 15:58:51 [INFO] [TRAIN] epoch=25, iter=16110/40000, loss=0.6482, lr=0.006289, batch_cost=0.4900, reader_cost=0.0013 | ETA 03:15:05 2020-12-01 15:58:56 [INFO] [TRAIN] epoch=25, iter=16120/40000, loss=0.5293, lr=0.006286, batch_cost=0.4903, reader_cost=0.0010 | ETA 03:15:09 2020-12-01 15:59:01 [INFO] [TRAIN] epoch=25, iter=16130/40000, loss=0.5757, lr=0.006284, batch_cost=0.4856, reader_cost=0.0003 | ETA 03:13:12 2020-12-01 15:59:06 [INFO] [TRAIN] epoch=25, iter=16140/40000, loss=0.6338, lr=0.006282, batch_cost=0.4905, reader_cost=0.0011 | ETA 03:15:04 2020-12-01 15:59:11 [INFO] [TRAIN] epoch=25, iter=16150/40000, loss=0.6246, lr=0.006279, batch_cost=0.4874, reader_cost=0.0003 | ETA 03:13:45 2020-12-01 15:59:16 [INFO] [TRAIN] epoch=25, iter=16160/40000, loss=0.5601, lr=0.006277, batch_cost=0.4916, reader_cost=0.0005 | ETA 03:15:18 2020-12-01 15:59:21 [INFO] [TRAIN] epoch=25, iter=16170/40000, loss=0.5760, lr=0.006274, batch_cost=0.4913, reader_cost=0.0007 | ETA 03:15:08 2020-12-01 15:59:26 [INFO] [TRAIN] epoch=25, iter=16180/40000, loss=0.5492, lr=0.006272, batch_cost=0.4900, reader_cost=0.0003 | ETA 03:14:32 2020-12-01 15:59:31 [INFO] [TRAIN] epoch=25, iter=16190/40000, loss=0.5305, lr=0.006270, batch_cost=0.5002, reader_cost=0.0003 | ETA 03:18:30 2020-12-01 15:59:36 [INFO] [TRAIN] epoch=25, iter=16200/40000, loss=0.5323, lr=0.006267, batch_cost=0.4901, reader_cost=0.0003 | ETA 03:14:24 2020-12-01 15:59:41 [INFO] [TRAIN] epoch=25, iter=16210/40000, loss=0.6385, lr=0.006265, batch_cost=0.4872, reader_cost=0.0010 | ETA 03:13:09 2020-12-01 15:59:45 [INFO] [TRAIN] epoch=25, iter=16220/40000, loss=0.4413, lr=0.006263, batch_cost=0.4933, reader_cost=0.0002 | ETA 03:15:29 2020-12-01 15:59:50 [INFO] [TRAIN] epoch=25, iter=16230/40000, loss=0.5094, lr=0.006260, batch_cost=0.4939, reader_cost=0.0002 | ETA 03:15:40 2020-12-01 15:59:55 [INFO] [TRAIN] epoch=25, iter=16240/40000, loss=0.5849, lr=0.006258, batch_cost=0.4967, reader_cost=0.0002 | ETA 03:16:40 2020-12-01 16:00:00 [INFO] [TRAIN] epoch=25, iter=16250/40000, loss=0.5897, lr=0.006255, batch_cost=0.4928, reader_cost=0.0005 | ETA 03:15:03 2020-12-01 16:00:05 [INFO] [TRAIN] epoch=25, iter=16260/40000, loss=0.5793, lr=0.006253, batch_cost=0.4917, reader_cost=0.0001 | ETA 03:14:33 2020-12-01 16:00:10 [INFO] [TRAIN] epoch=25, iter=16270/40000, loss=0.4534, lr=0.006251, batch_cost=0.5020, reader_cost=0.0003 | ETA 03:18:32 2020-12-01 16:00:15 [INFO] [TRAIN] epoch=25, iter=16280/40000, loss=0.6503, lr=0.006248, batch_cost=0.4854, reader_cost=0.0007 | ETA 03:11:53 2020-12-01 16:00:20 [INFO] [TRAIN] epoch=25, iter=16290/40000, loss=0.5990, lr=0.006246, batch_cost=0.4896, reader_cost=0.0003 | ETA 03:13:28 2020-12-01 16:00:25 [INFO] [TRAIN] epoch=25, iter=16300/40000, loss=0.6027, lr=0.006244, batch_cost=0.4876, reader_cost=0.0003 | ETA 03:12:36 2020-12-01 16:00:30 [INFO] [TRAIN] epoch=25, iter=16310/40000, loss=0.6624, lr=0.006241, batch_cost=0.4913, reader_cost=0.0001 | ETA 03:13:58 2020-12-01 16:00:35 [INFO] [TRAIN] epoch=25, iter=16320/40000, loss=0.5381, lr=0.006239, batch_cost=0.4923, reader_cost=0.0003 | ETA 03:14:18 2020-12-01 16:00:40 [INFO] [TRAIN] epoch=25, iter=16330/40000, loss=0.6415, lr=0.006237, batch_cost=0.4911, reader_cost=0.0002 | ETA 03:13:44 2020-12-01 16:00:45 [INFO] [TRAIN] epoch=25, iter=16340/40000, loss=0.7363, lr=0.006234, batch_cost=0.4909, reader_cost=0.0001 | ETA 03:13:34 2020-12-01 16:00:50 [INFO] [TRAIN] epoch=25, iter=16350/40000, loss=0.6182, lr=0.006232, batch_cost=0.4995, reader_cost=0.0007 | ETA 03:16:53 2020-12-01 16:00:54 [INFO] [TRAIN] epoch=25, iter=16360/40000, loss=0.8487, lr=0.006229, batch_cost=0.4904, reader_cost=0.0007 | ETA 03:13:12 2020-12-01 16:00:59 [INFO] [TRAIN] epoch=25, iter=16370/40000, loss=0.4775, lr=0.006227, batch_cost=0.4902, reader_cost=0.0002 | ETA 03:13:03 2020-12-01 16:01:04 [INFO] [TRAIN] epoch=25, iter=16380/40000, loss=0.7892, lr=0.006225, batch_cost=0.4930, reader_cost=0.0014 | ETA 03:14:04 2020-12-01 16:01:09 [INFO] [TRAIN] epoch=25, iter=16390/40000, loss=0.6440, lr=0.006222, batch_cost=0.4959, reader_cost=0.0002 | ETA 03:15:08 2020-12-01 16:01:14 [INFO] [TRAIN] epoch=25, iter=16400/40000, loss=0.5398, lr=0.006220, batch_cost=0.4919, reader_cost=0.0013 | ETA 03:13:27 2020-12-01 16:01:19 [INFO] [TRAIN] epoch=25, iter=16410/40000, loss=0.6705, lr=0.006218, batch_cost=0.4912, reader_cost=0.0012 | ETA 03:13:07 2020-12-01 16:01:24 [INFO] [TRAIN] epoch=25, iter=16420/40000, loss=0.6128, lr=0.006215, batch_cost=0.4892, reader_cost=0.0011 | ETA 03:12:15 2020-12-01 16:01:29 [INFO] [TRAIN] epoch=25, iter=16430/40000, loss=0.4863, lr=0.006213, batch_cost=0.4839, reader_cost=0.0003 | ETA 03:10:05 2020-12-01 16:01:34 [INFO] [TRAIN] epoch=25, iter=16440/40000, loss=0.6578, lr=0.006210, batch_cost=0.4928, reader_cost=0.0014 | ETA 03:13:30 2020-12-01 16:01:39 [INFO] [TRAIN] epoch=25, iter=16450/40000, loss=0.6367, lr=0.006208, batch_cost=0.4899, reader_cost=0.0003 | ETA 03:12:16 2020-12-01 16:01:44 [INFO] [TRAIN] epoch=25, iter=16460/40000, loss=0.6247, lr=0.006206, batch_cost=0.4968, reader_cost=0.0015 | ETA 03:14:54 2020-12-01 16:01:49 [INFO] [TRAIN] epoch=25, iter=16470/40000, loss=0.5406, lr=0.006203, batch_cost=0.5017, reader_cost=0.0013 | ETA 03:16:44 2020-12-01 16:01:54 [INFO] [TRAIN] epoch=25, iter=16480/40000, loss=0.6285, lr=0.006201, batch_cost=0.4917, reader_cost=0.0010 | ETA 03:12:43 2020-12-01 16:01:58 [INFO] [TRAIN] epoch=25, iter=16490/40000, loss=0.5236, lr=0.006199, batch_cost=0.4923, reader_cost=0.0005 | ETA 03:12:54 2020-12-01 16:02:03 [INFO] [TRAIN] epoch=25, iter=16500/40000, loss=0.5497, lr=0.006196, batch_cost=0.4865, reader_cost=0.0003 | ETA 03:10:32 2020-12-01 16:02:08 [INFO] [TRAIN] epoch=25, iter=16510/40000, loss=0.5016, lr=0.006194, batch_cost=0.4906, reader_cost=0.0006 | ETA 03:12:04 2020-12-01 16:02:13 [INFO] [TRAIN] epoch=25, iter=16520/40000, loss=0.4720, lr=0.006191, batch_cost=0.4852, reader_cost=0.0005 | ETA 03:09:52 2020-12-01 16:02:19 [INFO] [TRAIN] epoch=26, iter=16530/40000, loss=0.4793, lr=0.006189, batch_cost=0.5617, reader_cost=0.0615 | ETA 03:39:43 2020-12-01 16:02:24 [INFO] [TRAIN] epoch=26, iter=16540/40000, loss=0.7997, lr=0.006187, batch_cost=0.4821, reader_cost=0.0002 | ETA 03:08:30 2020-12-01 16:02:28 [INFO] [TRAIN] epoch=26, iter=16550/40000, loss=0.4934, lr=0.006184, batch_cost=0.4818, reader_cost=0.0005 | ETA 03:08:18 2020-12-01 16:02:33 [INFO] [TRAIN] epoch=26, iter=16560/40000, loss=0.4928, lr=0.006182, batch_cost=0.5071, reader_cost=0.0021 | ETA 03:18:06 2020-12-01 16:02:38 [INFO] [TRAIN] epoch=26, iter=16570/40000, loss=0.8942, lr=0.006180, batch_cost=0.4908, reader_cost=0.0007 | ETA 03:11:39 2020-12-01 16:02:43 [INFO] [TRAIN] epoch=26, iter=16580/40000, loss=0.4898, lr=0.006177, batch_cost=0.4840, reader_cost=0.0013 | ETA 03:08:55 2020-12-01 16:02:48 [INFO] [TRAIN] epoch=26, iter=16590/40000, loss=0.4982, lr=0.006175, batch_cost=0.4957, reader_cost=0.0016 | ETA 03:13:23 2020-12-01 16:02:53 [INFO] [TRAIN] epoch=26, iter=16600/40000, loss=0.5298, lr=0.006172, batch_cost=0.4909, reader_cost=0.0009 | ETA 03:11:28 2020-12-01 16:02:58 [INFO] [TRAIN] epoch=26, iter=16610/40000, loss=0.6640, lr=0.006170, batch_cost=0.4889, reader_cost=0.0046 | ETA 03:10:36 2020-12-01 16:03:03 [INFO] [TRAIN] epoch=26, iter=16620/40000, loss=0.5902, lr=0.006168, batch_cost=0.4807, reader_cost=0.0003 | ETA 03:07:19 2020-12-01 16:03:08 [INFO] [TRAIN] epoch=26, iter=16630/40000, loss=0.6573, lr=0.006165, batch_cost=0.4896, reader_cost=0.0011 | ETA 03:10:42 2020-12-01 16:03:13 [INFO] [TRAIN] epoch=26, iter=16640/40000, loss=0.4561, lr=0.006163, batch_cost=0.5004, reader_cost=0.0010 | ETA 03:14:50 2020-12-01 16:03:18 [INFO] [TRAIN] epoch=26, iter=16650/40000, loss=0.4845, lr=0.006161, batch_cost=0.4950, reader_cost=0.0013 | ETA 03:12:38 2020-12-01 16:03:22 [INFO] [TRAIN] epoch=26, iter=16660/40000, loss=0.6367, lr=0.006158, batch_cost=0.4939, reader_cost=0.0010 | ETA 03:12:06 2020-12-01 16:03:27 [INFO] [TRAIN] epoch=26, iter=16670/40000, loss=0.4699, lr=0.006156, batch_cost=0.4946, reader_cost=0.0012 | ETA 03:12:18 2020-12-01 16:03:32 [INFO] [TRAIN] epoch=26, iter=16680/40000, loss=0.4141, lr=0.006153, batch_cost=0.4910, reader_cost=0.0008 | ETA 03:10:51 2020-12-01 16:03:37 [INFO] [TRAIN] epoch=26, iter=16690/40000, loss=0.4909, lr=0.006151, batch_cost=0.5004, reader_cost=0.0007 | ETA 03:14:25 2020-12-01 16:03:42 [INFO] [TRAIN] epoch=26, iter=16700/40000, loss=0.4936, lr=0.006149, batch_cost=0.5011, reader_cost=0.0012 | ETA 03:14:35 2020-12-01 16:03:47 [INFO] [TRAIN] epoch=26, iter=16710/40000, loss=0.4705, lr=0.006146, batch_cost=0.4902, reader_cost=0.0011 | ETA 03:10:17 2020-12-01 16:03:52 [INFO] [TRAIN] epoch=26, iter=16720/40000, loss=0.3460, lr=0.006144, batch_cost=0.4904, reader_cost=0.0012 | ETA 03:10:16 2020-12-01 16:03:57 [INFO] [TRAIN] epoch=26, iter=16730/40000, loss=0.4678, lr=0.006142, batch_cost=0.4979, reader_cost=0.0009 | ETA 03:13:05 2020-12-01 16:04:02 [INFO] [TRAIN] epoch=26, iter=16740/40000, loss=0.6507, lr=0.006139, batch_cost=0.4908, reader_cost=0.0014 | ETA 03:10:15 2020-12-01 16:04:07 [INFO] [TRAIN] epoch=26, iter=16750/40000, loss=0.7617, lr=0.006137, batch_cost=0.5016, reader_cost=0.0011 | ETA 03:14:22 2020-12-01 16:04:12 [INFO] [TRAIN] epoch=26, iter=16760/40000, loss=0.6174, lr=0.006134, batch_cost=0.4932, reader_cost=0.0003 | ETA 03:11:02 2020-12-01 16:04:17 [INFO] [TRAIN] epoch=26, iter=16770/40000, loss=0.5410, lr=0.006132, batch_cost=0.4887, reader_cost=0.0003 | ETA 03:09:12 2020-12-01 16:04:22 [INFO] [TRAIN] epoch=26, iter=16780/40000, loss=0.4560, lr=0.006130, batch_cost=0.4942, reader_cost=0.0008 | ETA 03:11:14 2020-12-01 16:04:27 [INFO] [TRAIN] epoch=26, iter=16790/40000, loss=0.7051, lr=0.006127, batch_cost=0.4924, reader_cost=0.0005 | ETA 03:10:29 2020-12-01 16:04:32 [INFO] [TRAIN] epoch=26, iter=16800/40000, loss=0.4976, lr=0.006125, batch_cost=0.4923, reader_cost=0.0003 | ETA 03:10:21 2020-12-01 16:04:37 [INFO] [TRAIN] epoch=26, iter=16810/40000, loss=0.6188, lr=0.006123, batch_cost=0.4879, reader_cost=0.0003 | ETA 03:08:33 2020-12-01 16:04:42 [INFO] [TRAIN] epoch=26, iter=16820/40000, loss=0.6648, lr=0.006120, batch_cost=0.5011, reader_cost=0.0005 | ETA 03:13:36 2020-12-01 16:04:47 [INFO] [TRAIN] epoch=26, iter=16830/40000, loss=0.4516, lr=0.006118, batch_cost=0.4937, reader_cost=0.0009 | ETA 03:10:39 2020-12-01 16:04:51 [INFO] [TRAIN] epoch=26, iter=16840/40000, loss=0.7160, lr=0.006115, batch_cost=0.4934, reader_cost=0.0001 | ETA 03:10:26 2020-12-01 16:04:56 [INFO] [TRAIN] epoch=26, iter=16850/40000, loss=0.5208, lr=0.006113, batch_cost=0.5000, reader_cost=0.0003 | ETA 03:12:54 2020-12-01 16:05:01 [INFO] [TRAIN] epoch=26, iter=16860/40000, loss=0.5658, lr=0.006111, batch_cost=0.4938, reader_cost=0.0003 | ETA 03:10:26 2020-12-01 16:05:06 [INFO] [TRAIN] epoch=26, iter=16870/40000, loss=0.5347, lr=0.006108, batch_cost=0.4897, reader_cost=0.0001 | ETA 03:08:47 2020-12-01 16:05:11 [INFO] [TRAIN] epoch=26, iter=16880/40000, loss=0.4202, lr=0.006106, batch_cost=0.4914, reader_cost=0.0003 | ETA 03:09:21 2020-12-01 16:05:16 [INFO] [TRAIN] epoch=26, iter=16890/40000, loss=0.5640, lr=0.006104, batch_cost=0.4853, reader_cost=0.0003 | ETA 03:06:55 2020-12-01 16:05:21 [INFO] [TRAIN] epoch=26, iter=16900/40000, loss=0.5235, lr=0.006101, batch_cost=0.4931, reader_cost=0.0005 | ETA 03:09:51 2020-12-01 16:05:26 [INFO] [TRAIN] epoch=26, iter=16910/40000, loss=0.4571, lr=0.006099, batch_cost=0.5007, reader_cost=0.0007 | ETA 03:12:41 2020-12-01 16:05:31 [INFO] [TRAIN] epoch=26, iter=16920/40000, loss=0.7278, lr=0.006096, batch_cost=0.4927, reader_cost=0.0005 | ETA 03:09:31 2020-12-01 16:05:36 [INFO] [TRAIN] epoch=26, iter=16930/40000, loss=0.3041, lr=0.006094, batch_cost=0.4955, reader_cost=0.0003 | ETA 03:10:31 2020-12-01 16:05:41 [INFO] [TRAIN] epoch=26, iter=16940/40000, loss=0.4914, lr=0.006092, batch_cost=0.4940, reader_cost=0.0017 | ETA 03:09:50 2020-12-01 16:05:46 [INFO] [TRAIN] epoch=26, iter=16950/40000, loss=0.4866, lr=0.006089, batch_cost=0.4905, reader_cost=0.0020 | ETA 03:08:25 2020-12-01 16:05:51 [INFO] [TRAIN] epoch=26, iter=16960/40000, loss=0.6292, lr=0.006087, batch_cost=0.4873, reader_cost=0.0009 | ETA 03:07:06 2020-12-01 16:05:55 [INFO] [TRAIN] epoch=26, iter=16970/40000, loss=0.5001, lr=0.006085, batch_cost=0.4888, reader_cost=0.0017 | ETA 03:07:37 2020-12-01 16:06:00 [INFO] [TRAIN] epoch=26, iter=16980/40000, loss=0.5927, lr=0.006082, batch_cost=0.4921, reader_cost=0.0012 | ETA 03:08:48 2020-12-01 16:06:05 [INFO] [TRAIN] epoch=26, iter=16990/40000, loss=0.5218, lr=0.006080, batch_cost=0.4832, reader_cost=0.0007 | ETA 03:05:18 2020-12-01 16:06:10 [INFO] [TRAIN] epoch=26, iter=17000/40000, loss=0.5006, lr=0.006077, batch_cost=0.4865, reader_cost=0.0008 | ETA 03:06:29 2020-12-01 16:06:15 [INFO] [TRAIN] epoch=26, iter=17010/40000, loss=0.5378, lr=0.006075, batch_cost=0.4930, reader_cost=0.0006 | ETA 03:08:53 2020-12-01 16:06:20 [INFO] [TRAIN] epoch=26, iter=17020/40000, loss=0.5156, lr=0.006073, batch_cost=0.4841, reader_cost=0.0006 | ETA 03:05:23 2020-12-01 16:06:25 [INFO] [TRAIN] epoch=26, iter=17030/40000, loss=0.5471, lr=0.006070, batch_cost=0.4848, reader_cost=0.0003 | ETA 03:05:34 2020-12-01 16:06:30 [INFO] [TRAIN] epoch=26, iter=17040/40000, loss=0.6719, lr=0.006068, batch_cost=0.4901, reader_cost=0.0007 | ETA 03:07:32 2020-12-01 16:06:34 [INFO] [TRAIN] epoch=26, iter=17050/40000, loss=0.5564, lr=0.006066, batch_cost=0.4844, reader_cost=0.0009 | ETA 03:05:18 2020-12-01 16:06:39 [INFO] [TRAIN] epoch=26, iter=17060/40000, loss=0.7123, lr=0.006063, batch_cost=0.4910, reader_cost=0.0003 | ETA 03:07:43 2020-12-01 16:06:44 [INFO] [TRAIN] epoch=26, iter=17070/40000, loss=0.5008, lr=0.006061, batch_cost=0.4897, reader_cost=0.0003 | ETA 03:07:08 2020-12-01 16:06:49 [INFO] [TRAIN] epoch=26, iter=17080/40000, loss=0.6940, lr=0.006058, batch_cost=0.5004, reader_cost=0.0001 | ETA 03:11:09 2020-12-01 16:06:54 [INFO] [TRAIN] epoch=26, iter=17090/40000, loss=0.4653, lr=0.006056, batch_cost=0.4885, reader_cost=0.0004 | ETA 03:06:31 2020-12-01 16:06:59 [INFO] [TRAIN] epoch=26, iter=17100/40000, loss=0.7807, lr=0.006054, batch_cost=0.4930, reader_cost=0.0008 | ETA 03:08:09 2020-12-01 16:07:04 [INFO] [TRAIN] epoch=26, iter=17110/40000, loss=0.5952, lr=0.006051, batch_cost=0.4864, reader_cost=0.0005 | ETA 03:05:34 2020-12-01 16:07:09 [INFO] [TRAIN] epoch=26, iter=17120/40000, loss=0.5542, lr=0.006049, batch_cost=0.4926, reader_cost=0.0003 | ETA 03:07:51 2020-12-01 16:07:14 [INFO] [TRAIN] epoch=26, iter=17130/40000, loss=0.5378, lr=0.006046, batch_cost=0.4946, reader_cost=0.0003 | ETA 03:08:30 2020-12-01 16:07:19 [INFO] [TRAIN] epoch=26, iter=17140/40000, loss=0.5532, lr=0.006044, batch_cost=0.4857, reader_cost=0.0003 | ETA 03:05:02 2020-12-01 16:07:24 [INFO] [TRAIN] epoch=26, iter=17150/40000, loss=0.5390, lr=0.006042, batch_cost=0.4911, reader_cost=0.0001 | ETA 03:07:00 2020-12-01 16:07:29 [INFO] [TRAIN] epoch=26, iter=17160/40000, loss=0.5784, lr=0.006039, batch_cost=0.4940, reader_cost=0.0003 | ETA 03:08:02 2020-12-01 16:07:33 [INFO] [TRAIN] epoch=26, iter=17170/40000, loss=0.5403, lr=0.006037, batch_cost=0.4846, reader_cost=0.0001 | ETA 03:04:22 2020-12-01 16:07:38 [INFO] [TRAIN] epoch=26, iter=17180/40000, loss=0.5366, lr=0.006035, batch_cost=0.4818, reader_cost=0.0003 | ETA 03:03:14 2020-12-01 16:07:44 [INFO] [TRAIN] epoch=27, iter=17190/40000, loss=0.6161, lr=0.006032, batch_cost=0.5716, reader_cost=0.0583 | ETA 03:37:18 2020-12-01 16:07:49 [INFO] [TRAIN] epoch=27, iter=17200/40000, loss=0.5009, lr=0.006030, batch_cost=0.4785, reader_cost=0.0002 | ETA 03:01:50 2020-12-01 16:07:54 [INFO] [TRAIN] epoch=27, iter=17210/40000, loss=0.7159, lr=0.006027, batch_cost=0.4802, reader_cost=0.0001 | ETA 03:02:24 2020-12-01 16:07:58 [INFO] [TRAIN] epoch=27, iter=17220/40000, loss=0.4594, lr=0.006025, batch_cost=0.4832, reader_cost=0.0001 | ETA 03:03:27 2020-12-01 16:08:03 [INFO] [TRAIN] epoch=27, iter=17230/40000, loss=0.8561, lr=0.006023, batch_cost=0.4820, reader_cost=0.0001 | ETA 03:02:55 2020-12-01 16:08:08 [INFO] [TRAIN] epoch=27, iter=17240/40000, loss=0.7409, lr=0.006020, batch_cost=0.4798, reader_cost=0.0002 | ETA 03:02:00 2020-12-01 16:08:13 [INFO] [TRAIN] epoch=27, iter=17250/40000, loss=0.5863, lr=0.006018, batch_cost=0.4893, reader_cost=0.0004 | ETA 03:05:32 2020-12-01 16:08:18 [INFO] [TRAIN] epoch=27, iter=17260/40000, loss=0.5561, lr=0.006016, batch_cost=0.4914, reader_cost=0.0003 | ETA 03:06:13 2020-12-01 16:08:23 [INFO] [TRAIN] epoch=27, iter=17270/40000, loss=0.4878, lr=0.006013, batch_cost=0.4885, reader_cost=0.0002 | ETA 03:05:04 2020-12-01 16:08:28 [INFO] [TRAIN] epoch=27, iter=17280/40000, loss=0.5522, lr=0.006011, batch_cost=0.4899, reader_cost=0.0003 | ETA 03:05:31 2020-12-01 16:08:33 [INFO] [TRAIN] epoch=27, iter=17290/40000, loss=0.4812, lr=0.006008, batch_cost=0.4950, reader_cost=0.0002 | ETA 03:07:20 2020-12-01 16:08:37 [INFO] [TRAIN] epoch=27, iter=17300/40000, loss=0.5295, lr=0.006006, batch_cost=0.4974, reader_cost=0.0005 | ETA 03:08:11 2020-12-01 16:08:42 [INFO] [TRAIN] epoch=27, iter=17310/40000, loss=0.6010, lr=0.006004, batch_cost=0.4889, reader_cost=0.0003 | ETA 03:04:52 2020-12-01 16:08:47 [INFO] [TRAIN] epoch=27, iter=17320/40000, loss=0.6154, lr=0.006001, batch_cost=0.4895, reader_cost=0.0004 | ETA 03:05:01 2020-12-01 16:08:52 [INFO] [TRAIN] epoch=27, iter=17330/40000, loss=0.7878, lr=0.005999, batch_cost=0.4927, reader_cost=0.0007 | ETA 03:06:10 2020-12-01 16:08:57 [INFO] [TRAIN] epoch=27, iter=17340/40000, loss=0.6609, lr=0.005996, batch_cost=0.4891, reader_cost=0.0003 | ETA 03:04:44 2020-12-01 16:09:02 [INFO] [TRAIN] epoch=27, iter=17350/40000, loss=0.5101, lr=0.005994, batch_cost=0.4933, reader_cost=0.0004 | ETA 03:06:13 2020-12-01 16:09:07 [INFO] [TRAIN] epoch=27, iter=17360/40000, loss=0.5636, lr=0.005992, batch_cost=0.4864, reader_cost=0.0011 | ETA 03:03:32 2020-12-01 16:09:12 [INFO] [TRAIN] epoch=27, iter=17370/40000, loss=0.5209, lr=0.005989, batch_cost=0.4945, reader_cost=0.0009 | ETA 03:06:30 2020-12-01 16:09:17 [INFO] [TRAIN] epoch=27, iter=17380/40000, loss=0.5218, lr=0.005987, batch_cost=0.4958, reader_cost=0.0011 | ETA 03:06:56 2020-12-01 16:09:22 [INFO] [TRAIN] epoch=27, iter=17390/40000, loss=0.5347, lr=0.005985, batch_cost=0.4880, reader_cost=0.0004 | ETA 03:03:53 2020-12-01 16:09:27 [INFO] [TRAIN] epoch=27, iter=17400/40000, loss=0.6305, lr=0.005982, batch_cost=0.4922, reader_cost=0.0006 | ETA 03:05:22 2020-12-01 16:09:32 [INFO] [TRAIN] epoch=27, iter=17410/40000, loss=0.5243, lr=0.005980, batch_cost=0.4904, reader_cost=0.0005 | ETA 03:04:37 2020-12-01 16:09:36 [INFO] [TRAIN] epoch=27, iter=17420/40000, loss=0.6623, lr=0.005977, batch_cost=0.4905, reader_cost=0.0004 | ETA 03:04:35 2020-12-01 16:09:41 [INFO] [TRAIN] epoch=27, iter=17430/40000, loss=0.4693, lr=0.005975, batch_cost=0.4862, reader_cost=0.0008 | ETA 03:02:52 2020-12-01 16:09:46 [INFO] [TRAIN] epoch=27, iter=17440/40000, loss=0.5329, lr=0.005973, batch_cost=0.4876, reader_cost=0.0003 | ETA 03:03:19 2020-12-01 16:09:51 [INFO] [TRAIN] epoch=27, iter=17450/40000, loss=0.4458, lr=0.005970, batch_cost=0.4874, reader_cost=0.0003 | ETA 03:03:11 2020-12-01 16:09:56 [INFO] [TRAIN] epoch=27, iter=17460/40000, loss=0.8981, lr=0.005968, batch_cost=0.4868, reader_cost=0.0004 | ETA 03:02:52 2020-12-01 16:10:01 [INFO] [TRAIN] epoch=27, iter=17470/40000, loss=0.7213, lr=0.005966, batch_cost=0.4810, reader_cost=0.0006 | ETA 03:00:36 2020-12-01 16:10:06 [INFO] [TRAIN] epoch=27, iter=17480/40000, loss=0.5341, lr=0.005963, batch_cost=0.4959, reader_cost=0.0003 | ETA 03:06:07 2020-12-01 16:10:11 [INFO] [TRAIN] epoch=27, iter=17490/40000, loss=0.6209, lr=0.005961, batch_cost=0.4888, reader_cost=0.0003 | ETA 03:03:23 2020-12-01 16:10:15 [INFO] [TRAIN] epoch=27, iter=17500/40000, loss=0.8214, lr=0.005958, batch_cost=0.4885, reader_cost=0.0002 | ETA 03:03:11 2020-12-01 16:10:20 [INFO] [TRAIN] epoch=27, iter=17510/40000, loss=0.4644, lr=0.005956, batch_cost=0.4893, reader_cost=0.0001 | ETA 03:03:25 2020-12-01 16:10:25 [INFO] [TRAIN] epoch=27, iter=17520/40000, loss=0.5169, lr=0.005954, batch_cost=0.4927, reader_cost=0.0004 | ETA 03:04:34 2020-12-01 16:10:30 [INFO] [TRAIN] epoch=27, iter=17530/40000, loss=0.5483, lr=0.005951, batch_cost=0.4974, reader_cost=0.0005 | ETA 03:06:16 2020-12-01 16:10:35 [INFO] [TRAIN] epoch=27, iter=17540/40000, loss=0.4298, lr=0.005949, batch_cost=0.4985, reader_cost=0.0007 | ETA 03:06:37 2020-12-01 16:10:40 [INFO] [TRAIN] epoch=27, iter=17550/40000, loss=0.4272, lr=0.005946, batch_cost=0.4950, reader_cost=0.0006 | ETA 03:05:13 2020-12-01 16:10:45 [INFO] [TRAIN] epoch=27, iter=17560/40000, loss=0.5680, lr=0.005944, batch_cost=0.4944, reader_cost=0.0002 | ETA 03:04:54 2020-12-01 16:10:50 [INFO] [TRAIN] epoch=27, iter=17570/40000, loss=0.4998, lr=0.005942, batch_cost=0.4879, reader_cost=0.0003 | ETA 03:02:24 2020-12-01 16:10:55 [INFO] [TRAIN] epoch=27, iter=17580/40000, loss=0.6271, lr=0.005939, batch_cost=0.4864, reader_cost=0.0001 | ETA 03:01:45 2020-12-01 16:11:00 [INFO] [TRAIN] epoch=27, iter=17590/40000, loss=0.6596, lr=0.005937, batch_cost=0.4863, reader_cost=0.0001 | ETA 03:01:37 2020-12-01 16:11:05 [INFO] [TRAIN] epoch=27, iter=17600/40000, loss=0.4843, lr=0.005935, batch_cost=0.4983, reader_cost=0.0004 | ETA 03:06:01 2020-12-01 16:11:10 [INFO] [TRAIN] epoch=27, iter=17610/40000, loss=0.4692, lr=0.005932, batch_cost=0.4908, reader_cost=0.0022 | ETA 03:03:07 2020-12-01 16:11:15 [INFO] [TRAIN] epoch=27, iter=17620/40000, loss=0.4728, lr=0.005930, batch_cost=0.4910, reader_cost=0.0017 | ETA 03:03:08 2020-12-01 16:11:20 [INFO] [TRAIN] epoch=27, iter=17630/40000, loss=0.5535, lr=0.005927, batch_cost=0.5018, reader_cost=0.0016 | ETA 03:07:05 2020-12-01 16:11:25 [INFO] [TRAIN] epoch=27, iter=17640/40000, loss=0.6149, lr=0.005925, batch_cost=0.4970, reader_cost=0.0012 | ETA 03:05:12 2020-12-01 16:11:29 [INFO] [TRAIN] epoch=27, iter=17650/40000, loss=0.6321, lr=0.005923, batch_cost=0.4969, reader_cost=0.0008 | ETA 03:05:05 2020-12-01 16:11:34 [INFO] [TRAIN] epoch=27, iter=17660/40000, loss=0.5413, lr=0.005920, batch_cost=0.4980, reader_cost=0.0008 | ETA 03:05:24 2020-12-01 16:11:39 [INFO] [TRAIN] epoch=27, iter=17670/40000, loss=0.4788, lr=0.005918, batch_cost=0.4904, reader_cost=0.0007 | ETA 03:02:30 2020-12-01 16:11:44 [INFO] [TRAIN] epoch=27, iter=17680/40000, loss=0.7547, lr=0.005915, batch_cost=0.4917, reader_cost=0.0014 | ETA 03:02:55 2020-12-01 16:11:49 [INFO] [TRAIN] epoch=27, iter=17690/40000, loss=0.4457, lr=0.005913, batch_cost=0.4901, reader_cost=0.0008 | ETA 03:02:15 2020-12-01 16:11:54 [INFO] [TRAIN] epoch=27, iter=17700/40000, loss=0.5208, lr=0.005911, batch_cost=0.4926, reader_cost=0.0014 | ETA 03:03:04 2020-12-01 16:11:59 [INFO] [TRAIN] epoch=27, iter=17710/40000, loss=0.4732, lr=0.005908, batch_cost=0.4885, reader_cost=0.0012 | ETA 03:01:29 2020-12-01 16:12:04 [INFO] [TRAIN] epoch=27, iter=17720/40000, loss=0.5216, lr=0.005906, batch_cost=0.5016, reader_cost=0.0012 | ETA 03:06:16 2020-12-01 16:12:09 [INFO] [TRAIN] epoch=27, iter=17730/40000, loss=0.5672, lr=0.005904, batch_cost=0.4915, reader_cost=0.0006 | ETA 03:02:26 2020-12-01 16:12:14 [INFO] [TRAIN] epoch=27, iter=17740/40000, loss=0.5795, lr=0.005901, batch_cost=0.4991, reader_cost=0.0008 | ETA 03:05:10 2020-12-01 16:12:19 [INFO] [TRAIN] epoch=27, iter=17750/40000, loss=0.7942, lr=0.005899, batch_cost=0.5024, reader_cost=0.0003 | ETA 03:06:18 2020-12-01 16:12:24 [INFO] [TRAIN] epoch=27, iter=17760/40000, loss=0.5515, lr=0.005896, batch_cost=0.4981, reader_cost=0.0017 | ETA 03:04:36 2020-12-01 16:12:29 [INFO] [TRAIN] epoch=27, iter=17770/40000, loss=0.5751, lr=0.005894, batch_cost=0.4956, reader_cost=0.0007 | ETA 03:03:37 2020-12-01 16:12:34 [INFO] [TRAIN] epoch=27, iter=17780/40000, loss=0.5492, lr=0.005892, batch_cost=0.4897, reader_cost=0.0015 | ETA 03:01:21 2020-12-01 16:12:39 [INFO] [TRAIN] epoch=27, iter=17790/40000, loss=0.6771, lr=0.005889, batch_cost=0.5048, reader_cost=0.0010 | ETA 03:06:50 2020-12-01 16:12:44 [INFO] [TRAIN] epoch=27, iter=17800/40000, loss=0.4661, lr=0.005887, batch_cost=0.4949, reader_cost=0.0006 | ETA 03:03:05 2020-12-01 16:12:49 [INFO] [TRAIN] epoch=27, iter=17810/40000, loss=0.4623, lr=0.005884, batch_cost=0.5032, reader_cost=0.0014 | ETA 03:06:06 2020-12-01 16:12:54 [INFO] [TRAIN] epoch=27, iter=17820/40000, loss=0.6317, lr=0.005882, batch_cost=0.5019, reader_cost=0.0016 | ETA 03:05:32 2020-12-01 16:12:59 [INFO] [TRAIN] epoch=27, iter=17830/40000, loss=0.6091, lr=0.005880, batch_cost=0.4962, reader_cost=0.0017 | ETA 03:03:19 2020-12-01 16:13:04 [INFO] [TRAIN] epoch=27, iter=17840/40000, loss=0.6770, lr=0.005877, batch_cost=0.4904, reader_cost=0.0015 | ETA 03:01:06 2020-12-01 16:13:09 [INFO] [TRAIN] epoch=28, iter=17850/40000, loss=0.4465, lr=0.005875, batch_cost=0.5672, reader_cost=0.0539 | ETA 03:29:22 2020-12-01 16:13:14 [INFO] [TRAIN] epoch=28, iter=17860/40000, loss=0.4064, lr=0.005873, batch_cost=0.4955, reader_cost=0.0006 | ETA 03:02:51 2020-12-01 16:13:19 [INFO] [TRAIN] epoch=28, iter=17870/40000, loss=0.5525, lr=0.005870, batch_cost=0.4900, reader_cost=0.0006 | ETA 03:00:44 2020-12-01 16:13:24 [INFO] [TRAIN] epoch=28, iter=17880/40000, loss=0.4613, lr=0.005868, batch_cost=0.4901, reader_cost=0.0015 | ETA 03:00:39 2020-12-01 16:13:29 [INFO] [TRAIN] epoch=28, iter=17890/40000, loss=0.4296, lr=0.005865, batch_cost=0.4923, reader_cost=0.0010 | ETA 03:01:25 2020-12-01 16:13:34 [INFO] [TRAIN] epoch=28, iter=17900/40000, loss=0.7149, lr=0.005863, batch_cost=0.4924, reader_cost=0.0018 | ETA 03:01:21 2020-12-01 16:13:39 [INFO] [TRAIN] epoch=28, iter=17910/40000, loss=0.5973, lr=0.005861, batch_cost=0.4953, reader_cost=0.0017 | ETA 03:02:20 2020-12-01 16:13:44 [INFO] [TRAIN] epoch=28, iter=17920/40000, loss=0.6706, lr=0.005858, batch_cost=0.4928, reader_cost=0.0016 | ETA 03:01:21 2020-12-01 16:13:49 [INFO] [TRAIN] epoch=28, iter=17930/40000, loss=0.5603, lr=0.005856, batch_cost=0.4814, reader_cost=0.0008 | ETA 02:57:04 2020-12-01 16:13:54 [INFO] [TRAIN] epoch=28, iter=17940/40000, loss=0.4363, lr=0.005853, batch_cost=0.4929, reader_cost=0.0018 | ETA 03:01:14 2020-12-01 16:13:59 [INFO] [TRAIN] epoch=28, iter=17950/40000, loss=0.4659, lr=0.005851, batch_cost=0.4934, reader_cost=0.0004 | ETA 03:01:19 2020-12-01 16:14:03 [INFO] [TRAIN] epoch=28, iter=17960/40000, loss=0.5858, lr=0.005849, batch_cost=0.4954, reader_cost=0.0009 | ETA 03:01:58 2020-12-01 16:14:08 [INFO] [TRAIN] epoch=28, iter=17970/40000, loss=0.5508, lr=0.005846, batch_cost=0.4923, reader_cost=0.0003 | ETA 03:00:45 2020-12-01 16:14:13 [INFO] [TRAIN] epoch=28, iter=17980/40000, loss=0.4376, lr=0.005844, batch_cost=0.4960, reader_cost=0.0003 | ETA 03:02:02 2020-12-01 16:14:18 [INFO] [TRAIN] epoch=28, iter=17990/40000, loss=0.5191, lr=0.005841, batch_cost=0.4917, reader_cost=0.0008 | ETA 03:00:22 2020-12-01 16:14:23 [INFO] [TRAIN] epoch=28, iter=18000/40000, loss=0.3753, lr=0.005839, batch_cost=0.4927, reader_cost=0.0007 | ETA 03:00:38 2020-12-01 16:14:28 [INFO] [TRAIN] epoch=28, iter=18010/40000, loss=0.4353, lr=0.005837, batch_cost=0.4821, reader_cost=0.0002 | ETA 02:56:41 2020-12-01 16:14:33 [INFO] [TRAIN] epoch=28, iter=18020/40000, loss=0.8249, lr=0.005834, batch_cost=0.4977, reader_cost=0.0004 | ETA 03:02:19 2020-12-01 16:14:38 [INFO] [TRAIN] epoch=28, iter=18030/40000, loss=0.7145, lr=0.005832, batch_cost=0.4890, reader_cost=0.0005 | ETA 02:59:03 2020-12-01 16:14:43 [INFO] [TRAIN] epoch=28, iter=18040/40000, loss=0.6041, lr=0.005830, batch_cost=0.4952, reader_cost=0.0002 | ETA 03:01:14 2020-12-01 16:14:48 [INFO] [TRAIN] epoch=28, iter=18050/40000, loss=0.6535, lr=0.005827, batch_cost=0.4917, reader_cost=0.0006 | ETA 02:59:53 2020-12-01 16:14:53 [INFO] [TRAIN] epoch=28, iter=18060/40000, loss=0.5224, lr=0.005825, batch_cost=0.4984, reader_cost=0.0007 | ETA 03:02:14 2020-12-01 16:14:58 [INFO] [TRAIN] epoch=28, iter=18070/40000, loss=0.6503, lr=0.005822, batch_cost=0.4965, reader_cost=0.0003 | ETA 03:01:27 2020-12-01 16:15:03 [INFO] [TRAIN] epoch=28, iter=18080/40000, loss=0.4410, lr=0.005820, batch_cost=0.4947, reader_cost=0.0009 | ETA 03:00:43 2020-12-01 16:15:08 [INFO] [TRAIN] epoch=28, iter=18090/40000, loss=0.4414, lr=0.005818, batch_cost=0.4936, reader_cost=0.0018 | ETA 03:00:15 2020-12-01 16:15:13 [INFO] [TRAIN] epoch=28, iter=18100/40000, loss=0.3670, lr=0.005815, batch_cost=0.4973, reader_cost=0.0029 | ETA 03:01:31 2020-12-01 16:15:18 [INFO] [TRAIN] epoch=28, iter=18110/40000, loss=0.7401, lr=0.005813, batch_cost=0.4931, reader_cost=0.0008 | ETA 02:59:54 2020-12-01 16:15:22 [INFO] [TRAIN] epoch=28, iter=18120/40000, loss=0.6204, lr=0.005810, batch_cost=0.4907, reader_cost=0.0009 | ETA 02:58:56 2020-12-01 16:15:27 [INFO] [TRAIN] epoch=28, iter=18130/40000, loss=0.7604, lr=0.005808, batch_cost=0.4912, reader_cost=0.0004 | ETA 02:59:01 2020-12-01 16:15:32 [INFO] [TRAIN] epoch=28, iter=18140/40000, loss=0.5173, lr=0.005806, batch_cost=0.4995, reader_cost=0.0012 | ETA 03:01:58 2020-12-01 16:15:37 [INFO] [TRAIN] epoch=28, iter=18150/40000, loss=0.6292, lr=0.005803, batch_cost=0.4848, reader_cost=0.0003 | ETA 02:56:33 2020-12-01 16:15:42 [INFO] [TRAIN] epoch=28, iter=18160/40000, loss=0.6239, lr=0.005801, batch_cost=0.4804, reader_cost=0.0002 | ETA 02:54:51 2020-12-01 16:15:47 [INFO] [TRAIN] epoch=28, iter=18170/40000, loss=0.3838, lr=0.005798, batch_cost=0.4950, reader_cost=0.0004 | ETA 03:00:06 2020-12-01 16:15:52 [INFO] [TRAIN] epoch=28, iter=18180/40000, loss=0.7287, lr=0.005796, batch_cost=0.4991, reader_cost=0.0006 | ETA 03:01:30 2020-12-01 16:15:57 [INFO] [TRAIN] epoch=28, iter=18190/40000, loss=0.6547, lr=0.005794, batch_cost=0.5006, reader_cost=0.0011 | ETA 03:01:57 2020-12-01 16:16:02 [INFO] [TRAIN] epoch=28, iter=18200/40000, loss=0.4705, lr=0.005791, batch_cost=0.4910, reader_cost=0.0016 | ETA 02:58:24 2020-12-01 16:16:07 [INFO] [TRAIN] epoch=28, iter=18210/40000, loss=0.4450, lr=0.005789, batch_cost=0.4868, reader_cost=0.0011 | ETA 02:56:46 2020-12-01 16:16:12 [INFO] [TRAIN] epoch=28, iter=18220/40000, loss=0.5625, lr=0.005787, batch_cost=0.4891, reader_cost=0.0008 | ETA 02:57:32 2020-12-01 16:16:17 [INFO] [TRAIN] epoch=28, iter=18230/40000, loss=0.7435, lr=0.005784, batch_cost=0.4906, reader_cost=0.0011 | ETA 02:58:00 2020-12-01 16:16:21 [INFO] [TRAIN] epoch=28, iter=18240/40000, loss=0.4898, lr=0.005782, batch_cost=0.4959, reader_cost=0.0005 | ETA 02:59:50 2020-12-01 16:16:26 [INFO] [TRAIN] epoch=28, iter=18250/40000, loss=0.4541, lr=0.005779, batch_cost=0.4864, reader_cost=0.0008 | ETA 02:56:20 2020-12-01 16:16:31 [INFO] [TRAIN] epoch=28, iter=18260/40000, loss=0.4750, lr=0.005777, batch_cost=0.4974, reader_cost=0.0018 | ETA 03:00:12 2020-12-01 16:16:36 [INFO] [TRAIN] epoch=28, iter=18270/40000, loss=0.5500, lr=0.005775, batch_cost=0.4883, reader_cost=0.0013 | ETA 02:56:51 2020-12-01 16:16:41 [INFO] [TRAIN] epoch=28, iter=18280/40000, loss=0.6944, lr=0.005772, batch_cost=0.4976, reader_cost=0.0012 | ETA 03:00:07 2020-12-01 16:16:46 [INFO] [TRAIN] epoch=28, iter=18290/40000, loss=0.4881, lr=0.005770, batch_cost=0.4968, reader_cost=0.0018 | ETA 02:59:45 2020-12-01 16:16:51 [INFO] [TRAIN] epoch=28, iter=18300/40000, loss=0.7396, lr=0.005767, batch_cost=0.4953, reader_cost=0.0017 | ETA 02:59:08 2020-12-01 16:16:56 [INFO] [TRAIN] epoch=28, iter=18310/40000, loss=0.4689, lr=0.005765, batch_cost=0.4881, reader_cost=0.0018 | ETA 02:56:26 2020-12-01 16:17:01 [INFO] [TRAIN] epoch=28, iter=18320/40000, loss=0.5105, lr=0.005763, batch_cost=0.4887, reader_cost=0.0014 | ETA 02:56:34 2020-12-01 16:17:06 [INFO] [TRAIN] epoch=28, iter=18330/40000, loss=0.4671, lr=0.005760, batch_cost=0.4897, reader_cost=0.0006 | ETA 02:56:52 2020-12-01 16:17:11 [INFO] [TRAIN] epoch=28, iter=18340/40000, loss=0.5305, lr=0.005758, batch_cost=0.4967, reader_cost=0.0019 | ETA 02:59:18 2020-12-01 16:17:16 [INFO] [TRAIN] epoch=28, iter=18350/40000, loss=0.6384, lr=0.005755, batch_cost=0.4897, reader_cost=0.0010 | ETA 02:56:41 2020-12-01 16:17:21 [INFO] [TRAIN] epoch=28, iter=18360/40000, loss=0.7227, lr=0.005753, batch_cost=0.4896, reader_cost=0.0008 | ETA 02:56:34 2020-12-01 16:17:25 [INFO] [TRAIN] epoch=28, iter=18370/40000, loss=0.4824, lr=0.005751, batch_cost=0.4948, reader_cost=0.0017 | ETA 02:58:22 2020-12-01 16:17:30 [INFO] [TRAIN] epoch=28, iter=18380/40000, loss=0.6494, lr=0.005748, batch_cost=0.4932, reader_cost=0.0016 | ETA 02:57:42 2020-12-01 16:17:35 [INFO] [TRAIN] epoch=28, iter=18390/40000, loss=0.4116, lr=0.005746, batch_cost=0.4919, reader_cost=0.0008 | ETA 02:57:09 2020-12-01 16:17:40 [INFO] [TRAIN] epoch=28, iter=18400/40000, loss=0.4002, lr=0.005743, batch_cost=0.4990, reader_cost=0.0006 | ETA 02:59:37 2020-12-01 16:17:45 [INFO] [TRAIN] epoch=28, iter=18410/40000, loss=0.4929, lr=0.005741, batch_cost=0.4910, reader_cost=0.0008 | ETA 02:56:40 2020-12-01 16:17:50 [INFO] [TRAIN] epoch=28, iter=18420/40000, loss=0.5707, lr=0.005739, batch_cost=0.4923, reader_cost=0.0006 | ETA 02:57:03 2020-12-01 16:17:55 [INFO] [TRAIN] epoch=28, iter=18430/40000, loss=0.4857, lr=0.005736, batch_cost=0.4955, reader_cost=0.0017 | ETA 02:58:06 2020-12-01 16:18:00 [INFO] [TRAIN] epoch=28, iter=18440/40000, loss=0.6485, lr=0.005734, batch_cost=0.4947, reader_cost=0.0020 | ETA 02:57:46 2020-12-01 16:18:05 [INFO] [TRAIN] epoch=28, iter=18450/40000, loss=0.5756, lr=0.005731, batch_cost=0.4939, reader_cost=0.0012 | ETA 02:57:23 2020-12-01 16:18:10 [INFO] [TRAIN] epoch=28, iter=18460/40000, loss=0.5435, lr=0.005729, batch_cost=0.4952, reader_cost=0.0011 | ETA 02:57:47 2020-12-01 16:18:15 [INFO] [TRAIN] epoch=28, iter=18470/40000, loss=0.7182, lr=0.005727, batch_cost=0.4951, reader_cost=0.0004 | ETA 02:57:38 2020-12-01 16:18:20 [INFO] [TRAIN] epoch=28, iter=18480/40000, loss=0.5438, lr=0.005724, batch_cost=0.4881, reader_cost=0.0008 | ETA 02:55:04 2020-12-01 16:18:25 [INFO] [TRAIN] epoch=28, iter=18490/40000, loss=0.6011, lr=0.005722, batch_cost=0.4871, reader_cost=0.0005 | ETA 02:54:37 2020-12-01 16:18:30 [INFO] [TRAIN] epoch=28, iter=18500/40000, loss=0.6106, lr=0.005720, batch_cost=0.4860, reader_cost=0.0005 | ETA 02:54:09 2020-12-01 16:18:35 [INFO] [TRAIN] epoch=29, iter=18510/40000, loss=0.4655, lr=0.005717, batch_cost=0.5638, reader_cost=0.0613 | ETA 03:21:55 2020-12-01 16:18:40 [INFO] [TRAIN] epoch=29, iter=18520/40000, loss=0.5936, lr=0.005715, batch_cost=0.4805, reader_cost=0.0003 | ETA 02:52:00 2020-12-01 16:18:45 [INFO] [TRAIN] epoch=29, iter=18530/40000, loss=0.4759, lr=0.005712, batch_cost=0.4861, reader_cost=0.0003 | ETA 02:53:56 2020-12-01 16:18:50 [INFO] [TRAIN] epoch=29, iter=18540/40000, loss=0.4589, lr=0.005710, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:55:33 2020-12-01 16:18:55 [INFO] [TRAIN] epoch=29, iter=18550/40000, loss=0.4750, lr=0.005708, batch_cost=0.4850, reader_cost=0.0003 | ETA 02:53:22 2020-12-01 16:19:00 [INFO] [TRAIN] epoch=29, iter=18560/40000, loss=0.6685, lr=0.005705, batch_cost=0.4933, reader_cost=0.0008 | ETA 02:56:15 2020-12-01 16:19:04 [INFO] [TRAIN] epoch=29, iter=18570/40000, loss=0.4786, lr=0.005703, batch_cost=0.4856, reader_cost=0.0004 | ETA 02:53:25 2020-12-01 16:19:09 [INFO] [TRAIN] epoch=29, iter=18580/40000, loss=0.4820, lr=0.005700, batch_cost=0.4968, reader_cost=0.0005 | ETA 02:57:22 2020-12-01 16:19:14 [INFO] [TRAIN] epoch=29, iter=18590/40000, loss=0.5460, lr=0.005698, batch_cost=0.5016, reader_cost=0.0003 | ETA 02:59:00 2020-12-01 16:19:19 [INFO] [TRAIN] epoch=29, iter=18600/40000, loss=0.5478, lr=0.005696, batch_cost=0.4873, reader_cost=0.0001 | ETA 02:53:48 2020-12-01 16:19:24 [INFO] [TRAIN] epoch=29, iter=18610/40000, loss=0.4587, lr=0.005693, batch_cost=0.4929, reader_cost=0.0003 | ETA 02:55:43 2020-12-01 16:19:29 [INFO] [TRAIN] epoch=29, iter=18620/40000, loss=0.5399, lr=0.005691, batch_cost=0.4908, reader_cost=0.0001 | ETA 02:54:54 2020-12-01 16:19:34 [INFO] [TRAIN] epoch=29, iter=18630/40000, loss=0.7100, lr=0.005688, batch_cost=0.4934, reader_cost=0.0005 | ETA 02:55:44 2020-12-01 16:19:39 [INFO] [TRAIN] epoch=29, iter=18640/40000, loss=0.5195, lr=0.005686, batch_cost=0.5175, reader_cost=0.0017 | ETA 03:04:13 2020-12-01 16:19:44 [INFO] [TRAIN] epoch=29, iter=18650/40000, loss=0.5599, lr=0.005684, batch_cost=0.4929, reader_cost=0.0005 | ETA 02:55:22 2020-12-01 16:19:49 [INFO] [TRAIN] epoch=29, iter=18660/40000, loss=0.5953, lr=0.005681, batch_cost=0.4911, reader_cost=0.0003 | ETA 02:54:40 2020-12-01 16:19:54 [INFO] [TRAIN] epoch=29, iter=18670/40000, loss=0.6578, lr=0.005679, batch_cost=0.4892, reader_cost=0.0003 | ETA 02:53:55 2020-12-01 16:19:59 [INFO] [TRAIN] epoch=29, iter=18680/40000, loss=0.6979, lr=0.005676, batch_cost=0.4942, reader_cost=0.0001 | ETA 02:55:36 2020-12-01 16:20:04 [INFO] [TRAIN] epoch=29, iter=18690/40000, loss=0.4807, lr=0.005674, batch_cost=0.4918, reader_cost=0.0002 | ETA 02:54:40 2020-12-01 16:20:09 [INFO] [TRAIN] epoch=29, iter=18700/40000, loss=0.6026, lr=0.005672, batch_cost=0.4920, reader_cost=0.0003 | ETA 02:54:40 2020-12-01 16:20:14 [INFO] [TRAIN] epoch=29, iter=18710/40000, loss=0.4813, lr=0.005669, batch_cost=0.4864, reader_cost=0.0002 | ETA 02:52:35 2020-12-01 16:20:18 [INFO] [TRAIN] epoch=29, iter=18720/40000, loss=0.5080, lr=0.005667, batch_cost=0.4912, reader_cost=0.0004 | ETA 02:54:13 2020-12-01 16:20:23 [INFO] [TRAIN] epoch=29, iter=18730/40000, loss=0.6106, lr=0.005664, batch_cost=0.4825, reader_cost=0.0009 | ETA 02:51:03 2020-12-01 16:20:28 [INFO] [TRAIN] epoch=29, iter=18740/40000, loss=0.5238, lr=0.005662, batch_cost=0.5022, reader_cost=0.0011 | ETA 02:57:57 2020-12-01 16:20:33 [INFO] [TRAIN] epoch=29, iter=18750/40000, loss=0.3802, lr=0.005660, batch_cost=0.4986, reader_cost=0.0015 | ETA 02:56:36 2020-12-01 16:20:38 [INFO] [TRAIN] epoch=29, iter=18760/40000, loss=0.5577, lr=0.005657, batch_cost=0.4958, reader_cost=0.0010 | ETA 02:55:30 2020-12-01 16:20:43 [INFO] [TRAIN] epoch=29, iter=18770/40000, loss=0.4163, lr=0.005655, batch_cost=0.5000, reader_cost=0.0008 | ETA 02:56:54 2020-12-01 16:20:48 [INFO] [TRAIN] epoch=29, iter=18780/40000, loss=0.5041, lr=0.005652, batch_cost=0.4910, reader_cost=0.0006 | ETA 02:53:38 2020-12-01 16:20:53 [INFO] [TRAIN] epoch=29, iter=18790/40000, loss=0.4466, lr=0.005650, batch_cost=0.4928, reader_cost=0.0009 | ETA 02:54:13 2020-12-01 16:20:58 [INFO] [TRAIN] epoch=29, iter=18800/40000, loss=0.4348, lr=0.005648, batch_cost=0.4988, reader_cost=0.0011 | ETA 02:56:13 2020-12-01 16:21:03 [INFO] [TRAIN] epoch=29, iter=18810/40000, loss=0.7100, lr=0.005645, batch_cost=0.4990, reader_cost=0.0002 | ETA 02:56:12 2020-12-01 16:21:08 [INFO] [TRAIN] epoch=29, iter=18820/40000, loss=0.4451, lr=0.005643, batch_cost=0.4907, reader_cost=0.0010 | ETA 02:53:13 2020-12-01 16:21:13 [INFO] [TRAIN] epoch=29, iter=18830/40000, loss=0.5534, lr=0.005640, batch_cost=0.4953, reader_cost=0.0003 | ETA 02:54:44 2020-12-01 16:21:18 [INFO] [TRAIN] epoch=29, iter=18840/40000, loss=0.5148, lr=0.005638, batch_cost=0.4927, reader_cost=0.0002 | ETA 02:53:45 2020-12-01 16:21:23 [INFO] [TRAIN] epoch=29, iter=18850/40000, loss=0.4023, lr=0.005636, batch_cost=0.4989, reader_cost=0.0001 | ETA 02:55:51 2020-12-01 16:21:28 [INFO] [TRAIN] epoch=29, iter=18860/40000, loss=0.5319, lr=0.005633, batch_cost=0.4907, reader_cost=0.0004 | ETA 02:52:53 2020-12-01 16:21:33 [INFO] [TRAIN] epoch=29, iter=18870/40000, loss=0.4329, lr=0.005631, batch_cost=0.4927, reader_cost=0.0007 | ETA 02:53:31 2020-12-01 16:21:38 [INFO] [TRAIN] epoch=29, iter=18880/40000, loss=0.5534, lr=0.005628, batch_cost=0.4923, reader_cost=0.0005 | ETA 02:53:17 2020-12-01 16:21:43 [INFO] [TRAIN] epoch=29, iter=18890/40000, loss=0.8902, lr=0.005626, batch_cost=0.4964, reader_cost=0.0011 | ETA 02:54:39 2020-12-01 16:21:48 [INFO] [TRAIN] epoch=29, iter=18900/40000, loss=0.6405, lr=0.005624, batch_cost=0.4947, reader_cost=0.0003 | ETA 02:53:57 2020-12-01 16:21:52 [INFO] [TRAIN] epoch=29, iter=18910/40000, loss=0.5901, lr=0.005621, batch_cost=0.4948, reader_cost=0.0003 | ETA 02:53:54 2020-12-01 16:21:57 [INFO] [TRAIN] epoch=29, iter=18920/40000, loss=0.4762, lr=0.005619, batch_cost=0.4962, reader_cost=0.0002 | ETA 02:54:20 2020-12-01 16:22:02 [INFO] [TRAIN] epoch=29, iter=18930/40000, loss=0.4520, lr=0.005616, batch_cost=0.4931, reader_cost=0.0003 | ETA 02:53:08 2020-12-01 16:22:07 [INFO] [TRAIN] epoch=29, iter=18940/40000, loss=0.5032, lr=0.005614, batch_cost=0.4939, reader_cost=0.0003 | ETA 02:53:22 2020-12-01 16:22:12 [INFO] [TRAIN] epoch=29, iter=18950/40000, loss=0.5966, lr=0.005612, batch_cost=0.4929, reader_cost=0.0006 | ETA 02:52:55 2020-12-01 16:22:17 [INFO] [TRAIN] epoch=29, iter=18960/40000, loss=0.7460, lr=0.005609, batch_cost=0.4842, reader_cost=0.0003 | ETA 02:49:46 2020-12-01 16:22:22 [INFO] [TRAIN] epoch=29, iter=18970/40000, loss=0.5612, lr=0.005607, batch_cost=0.4939, reader_cost=0.0003 | ETA 02:53:05 2020-12-01 16:22:27 [INFO] [TRAIN] epoch=29, iter=18980/40000, loss=0.5642, lr=0.005604, batch_cost=0.4817, reader_cost=0.0001 | ETA 02:48:45 2020-12-01 16:22:32 [INFO] [TRAIN] epoch=29, iter=18990/40000, loss=0.6548, lr=0.005602, batch_cost=0.4963, reader_cost=0.0001 | ETA 02:53:46 2020-12-01 16:22:37 [INFO] [TRAIN] epoch=29, iter=19000/40000, loss=1.0196, lr=0.005600, batch_cost=0.4943, reader_cost=0.0003 | ETA 02:53:01 2020-12-01 16:22:42 [INFO] [TRAIN] epoch=29, iter=19010/40000, loss=0.6453, lr=0.005597, batch_cost=0.4895, reader_cost=0.0002 | ETA 02:51:15 2020-12-01 16:22:47 [INFO] [TRAIN] epoch=29, iter=19020/40000, loss=0.7344, lr=0.005595, batch_cost=0.4957, reader_cost=0.0003 | ETA 02:53:20 2020-12-01 16:22:52 [INFO] [TRAIN] epoch=29, iter=19030/40000, loss=0.5423, lr=0.005592, batch_cost=0.4957, reader_cost=0.0009 | ETA 02:53:14 2020-12-01 16:22:56 [INFO] [TRAIN] epoch=29, iter=19040/40000, loss=0.8301, lr=0.005590, batch_cost=0.4938, reader_cost=0.0005 | ETA 02:52:30 2020-12-01 16:23:01 [INFO] [TRAIN] epoch=29, iter=19050/40000, loss=0.6451, lr=0.005588, batch_cost=0.4946, reader_cost=0.0003 | ETA 02:52:42 2020-12-01 16:23:06 [INFO] [TRAIN] epoch=29, iter=19060/40000, loss=0.5084, lr=0.005585, batch_cost=0.4944, reader_cost=0.0003 | ETA 02:52:31 2020-12-01 16:23:11 [INFO] [TRAIN] epoch=29, iter=19070/40000, loss=0.4623, lr=0.005583, batch_cost=0.4886, reader_cost=0.0003 | ETA 02:50:26 2020-12-01 16:23:16 [INFO] [TRAIN] epoch=29, iter=19080/40000, loss=0.8684, lr=0.005580, batch_cost=0.4859, reader_cost=0.0001 | ETA 02:49:25 2020-12-01 16:23:21 [INFO] [TRAIN] epoch=29, iter=19090/40000, loss=0.7346, lr=0.005578, batch_cost=0.4951, reader_cost=0.0001 | ETA 02:52:32 2020-12-01 16:23:26 [INFO] [TRAIN] epoch=29, iter=19100/40000, loss=0.8619, lr=0.005576, batch_cost=0.4951, reader_cost=0.0003 | ETA 02:52:27 2020-12-01 16:23:31 [INFO] [TRAIN] epoch=29, iter=19110/40000, loss=0.6011, lr=0.005573, batch_cost=0.4830, reader_cost=0.0011 | ETA 02:48:09 2020-12-01 16:23:36 [INFO] [TRAIN] epoch=29, iter=19120/40000, loss=0.4406, lr=0.005571, batch_cost=0.4953, reader_cost=0.0005 | ETA 02:52:21 2020-12-01 16:23:41 [INFO] [TRAIN] epoch=29, iter=19130/40000, loss=0.5271, lr=0.005568, batch_cost=0.4884, reader_cost=0.0003 | ETA 02:49:52 2020-12-01 16:23:46 [INFO] [TRAIN] epoch=29, iter=19140/40000, loss=0.4610, lr=0.005566, batch_cost=0.4815, reader_cost=0.0003 | ETA 02:47:23 2020-12-01 16:23:50 [INFO] [TRAIN] epoch=29, iter=19150/40000, loss=0.7001, lr=0.005564, batch_cost=0.4860, reader_cost=0.0003 | ETA 02:48:52 2020-12-01 16:23:55 [INFO] [TRAIN] epoch=29, iter=19160/40000, loss=0.6282, lr=0.005561, batch_cost=0.4882, reader_cost=0.0008 | ETA 02:49:33 2020-12-01 16:24:01 [INFO] [TRAIN] epoch=30, iter=19170/40000, loss=0.7000, lr=0.005559, batch_cost=0.5514, reader_cost=0.0558 | ETA 03:11:24 2020-12-01 16:24:06 [INFO] [TRAIN] epoch=30, iter=19180/40000, loss=0.8171, lr=0.005556, batch_cost=0.4855, reader_cost=0.0010 | ETA 02:48:28 2020-12-01 16:24:11 [INFO] [TRAIN] epoch=30, iter=19190/40000, loss=0.5434, lr=0.005554, batch_cost=0.4991, reader_cost=0.0007 | ETA 02:53:06 2020-12-01 16:24:16 [INFO] [TRAIN] epoch=30, iter=19200/40000, loss=0.3743, lr=0.005552, batch_cost=0.4896, reader_cost=0.0009 | ETA 02:49:43 2020-12-01 16:24:20 [INFO] [TRAIN] epoch=30, iter=19210/40000, loss=0.4196, lr=0.005549, batch_cost=0.4924, reader_cost=0.0006 | ETA 02:50:36 2020-12-01 16:24:25 [INFO] [TRAIN] epoch=30, iter=19220/40000, loss=0.5358, lr=0.005547, batch_cost=0.4838, reader_cost=0.0007 | ETA 02:47:32 2020-12-01 16:24:30 [INFO] [TRAIN] epoch=30, iter=19230/40000, loss=0.4665, lr=0.005544, batch_cost=0.4893, reader_cost=0.0002 | ETA 02:49:22 2020-12-01 16:24:35 [INFO] [TRAIN] epoch=30, iter=19240/40000, loss=0.5553, lr=0.005542, batch_cost=0.4920, reader_cost=0.0007 | ETA 02:50:13 2020-12-01 16:24:40 [INFO] [TRAIN] epoch=30, iter=19250/40000, loss=0.6475, lr=0.005540, batch_cost=0.4935, reader_cost=0.0003 | ETA 02:50:40 2020-12-01 16:24:45 [INFO] [TRAIN] epoch=30, iter=19260/40000, loss=0.4402, lr=0.005537, batch_cost=0.4998, reader_cost=0.0007 | ETA 02:52:46 2020-12-01 16:24:50 [INFO] [TRAIN] epoch=30, iter=19270/40000, loss=0.4786, lr=0.005535, batch_cost=0.4987, reader_cost=0.0028 | ETA 02:52:18 2020-12-01 16:24:55 [INFO] [TRAIN] epoch=30, iter=19280/40000, loss=0.8471, lr=0.005532, batch_cost=0.4909, reader_cost=0.0009 | ETA 02:49:32 2020-12-01 16:25:00 [INFO] [TRAIN] epoch=30, iter=19290/40000, loss=0.7477, lr=0.005530, batch_cost=0.4896, reader_cost=0.0011 | ETA 02:48:59 2020-12-01 16:25:05 [INFO] [TRAIN] epoch=30, iter=19300/40000, loss=0.7629, lr=0.005528, batch_cost=0.5016, reader_cost=0.0015 | ETA 02:53:03 2020-12-01 16:25:10 [INFO] [TRAIN] epoch=30, iter=19310/40000, loss=0.4764, lr=0.005525, batch_cost=0.4897, reader_cost=0.0017 | ETA 02:48:52 2020-12-01 16:25:15 [INFO] [TRAIN] epoch=30, iter=19320/40000, loss=0.7200, lr=0.005523, batch_cost=0.4871, reader_cost=0.0015 | ETA 02:47:52 2020-12-01 16:25:19 [INFO] [TRAIN] epoch=30, iter=19330/40000, loss=0.5007, lr=0.005520, batch_cost=0.4862, reader_cost=0.0007 | ETA 02:47:29 2020-12-01 16:25:24 [INFO] [TRAIN] epoch=30, iter=19340/40000, loss=0.7228, lr=0.005518, batch_cost=0.4930, reader_cost=0.0011 | ETA 02:49:44 2020-12-01 16:25:29 [INFO] [TRAIN] epoch=30, iter=19350/40000, loss=0.7482, lr=0.005516, batch_cost=0.4949, reader_cost=0.0008 | ETA 02:50:20 2020-12-01 16:25:34 [INFO] [TRAIN] epoch=30, iter=19360/40000, loss=0.5160, lr=0.005513, batch_cost=0.4939, reader_cost=0.0006 | ETA 02:49:53 2020-12-01 16:25:39 [INFO] [TRAIN] epoch=30, iter=19370/40000, loss=0.5688, lr=0.005511, batch_cost=0.4977, reader_cost=0.0013 | ETA 02:51:08 2020-12-01 16:25:44 [INFO] [TRAIN] epoch=30, iter=19380/40000, loss=0.4938, lr=0.005508, batch_cost=0.4875, reader_cost=0.0009 | ETA 02:47:31 2020-12-01 16:25:49 [INFO] [TRAIN] epoch=30, iter=19390/40000, loss=1.0651, lr=0.005506, batch_cost=0.4958, reader_cost=0.0011 | ETA 02:50:17 2020-12-01 16:25:54 [INFO] [TRAIN] epoch=30, iter=19400/40000, loss=0.8494, lr=0.005504, batch_cost=0.4981, reader_cost=0.0008 | ETA 02:51:00 2020-12-01 16:25:59 [INFO] [TRAIN] epoch=30, iter=19410/40000, loss=0.5180, lr=0.005501, batch_cost=0.4995, reader_cost=0.0021 | ETA 02:51:25 2020-12-01 16:26:04 [INFO] [TRAIN] epoch=30, iter=19420/40000, loss=0.6439, lr=0.005499, batch_cost=0.4979, reader_cost=0.0010 | ETA 02:50:45 2020-12-01 16:26:09 [INFO] [TRAIN] epoch=30, iter=19430/40000, loss=0.5092, lr=0.005496, batch_cost=0.4967, reader_cost=0.0006 | ETA 02:50:16 2020-12-01 16:26:14 [INFO] [TRAIN] epoch=30, iter=19440/40000, loss=0.4981, lr=0.005494, batch_cost=0.4960, reader_cost=0.0004 | ETA 02:49:57 2020-12-01 16:26:19 [INFO] [TRAIN] epoch=30, iter=19450/40000, loss=0.4761, lr=0.005492, batch_cost=0.4863, reader_cost=0.0003 | ETA 02:46:32 2020-12-01 16:26:24 [INFO] [TRAIN] epoch=30, iter=19460/40000, loss=0.5444, lr=0.005489, batch_cost=0.4907, reader_cost=0.0003 | ETA 02:47:58 2020-12-01 16:26:29 [INFO] [TRAIN] epoch=30, iter=19470/40000, loss=0.5571, lr=0.005487, batch_cost=0.4917, reader_cost=0.0007 | ETA 02:48:13 2020-12-01 16:26:34 [INFO] [TRAIN] epoch=30, iter=19480/40000, loss=0.3574, lr=0.005484, batch_cost=0.4905, reader_cost=0.0003 | ETA 02:47:44 2020-12-01 16:26:38 [INFO] [TRAIN] epoch=30, iter=19490/40000, loss=0.6181, lr=0.005482, batch_cost=0.4887, reader_cost=0.0003 | ETA 02:47:02 2020-12-01 16:26:43 [INFO] [TRAIN] epoch=30, iter=19500/40000, loss=0.3894, lr=0.005480, batch_cost=0.4852, reader_cost=0.0001 | ETA 02:45:46 2020-12-01 16:26:48 [INFO] [TRAIN] epoch=30, iter=19510/40000, loss=0.4589, lr=0.005477, batch_cost=0.4910, reader_cost=0.0003 | ETA 02:47:40 2020-12-01 16:26:53 [INFO] [TRAIN] epoch=30, iter=19520/40000, loss=0.5005, lr=0.005475, batch_cost=0.4954, reader_cost=0.0004 | ETA 02:49:05 2020-12-01 16:26:58 [INFO] [TRAIN] epoch=30, iter=19530/40000, loss=0.3874, lr=0.005472, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:47:28 2020-12-01 16:27:03 [INFO] [TRAIN] epoch=30, iter=19540/40000, loss=0.6764, lr=0.005470, batch_cost=0.4859, reader_cost=0.0003 | ETA 02:45:40 2020-12-01 16:27:08 [INFO] [TRAIN] epoch=30, iter=19550/40000, loss=0.4803, lr=0.005468, batch_cost=0.4929, reader_cost=0.0001 | ETA 02:47:58 2020-12-01 16:27:13 [INFO] [TRAIN] epoch=30, iter=19560/40000, loss=0.5070, lr=0.005465, batch_cost=0.4895, reader_cost=0.0001 | ETA 02:46:45 2020-12-01 16:27:18 [INFO] [TRAIN] epoch=30, iter=19570/40000, loss=0.4483, lr=0.005463, batch_cost=0.4888, reader_cost=0.0003 | ETA 02:46:26 2020-12-01 16:27:23 [INFO] [TRAIN] epoch=30, iter=19580/40000, loss=0.4937, lr=0.005460, batch_cost=0.4932, reader_cost=0.0001 | ETA 02:47:50 2020-12-01 16:27:27 [INFO] [TRAIN] epoch=30, iter=19590/40000, loss=0.3675, lr=0.005458, batch_cost=0.4905, reader_cost=0.0008 | ETA 02:46:50 2020-12-01 16:27:32 [INFO] [TRAIN] epoch=30, iter=19600/40000, loss=0.6985, lr=0.005455, batch_cost=0.4952, reader_cost=0.0014 | ETA 02:48:21 2020-12-01 16:27:37 [INFO] [TRAIN] epoch=30, iter=19610/40000, loss=0.6650, lr=0.005453, batch_cost=0.4949, reader_cost=0.0014 | ETA 02:48:10 2020-12-01 16:27:42 [INFO] [TRAIN] epoch=30, iter=19620/40000, loss=0.5868, lr=0.005451, batch_cost=0.4952, reader_cost=0.0012 | ETA 02:48:11 2020-12-01 16:27:47 [INFO] [TRAIN] epoch=30, iter=19630/40000, loss=0.5604, lr=0.005448, batch_cost=0.4887, reader_cost=0.0007 | ETA 02:45:54 2020-12-01 16:27:52 [INFO] [TRAIN] epoch=30, iter=19640/40000, loss=0.4970, lr=0.005446, batch_cost=0.4975, reader_cost=0.0003 | ETA 02:48:49 2020-12-01 16:27:57 [INFO] [TRAIN] epoch=30, iter=19650/40000, loss=0.6814, lr=0.005443, batch_cost=0.4900, reader_cost=0.0009 | ETA 02:46:11 2020-12-01 16:28:02 [INFO] [TRAIN] epoch=30, iter=19660/40000, loss=1.0094, lr=0.005441, batch_cost=0.4873, reader_cost=0.0003 | ETA 02:45:10 2020-12-01 16:28:07 [INFO] [TRAIN] epoch=30, iter=19670/40000, loss=0.6154, lr=0.005439, batch_cost=0.5027, reader_cost=0.0006 | ETA 02:50:19 2020-12-01 16:28:12 [INFO] [TRAIN] epoch=30, iter=19680/40000, loss=0.9826, lr=0.005436, batch_cost=0.4927, reader_cost=0.0008 | ETA 02:46:51 2020-12-01 16:28:17 [INFO] [TRAIN] epoch=30, iter=19690/40000, loss=0.6379, lr=0.005434, batch_cost=0.4984, reader_cost=0.0004 | ETA 02:48:42 2020-12-01 16:28:22 [INFO] [TRAIN] epoch=30, iter=19700/40000, loss=0.5714, lr=0.005431, batch_cost=0.4910, reader_cost=0.0001 | ETA 02:46:06 2020-12-01 16:28:27 [INFO] [TRAIN] epoch=30, iter=19710/40000, loss=0.5830, lr=0.005429, batch_cost=0.4941, reader_cost=0.0003 | ETA 02:47:05 2020-12-01 16:28:32 [INFO] [TRAIN] epoch=30, iter=19720/40000, loss=0.5593, lr=0.005427, batch_cost=0.4878, reader_cost=0.0003 | ETA 02:44:52 2020-12-01 16:28:37 [INFO] [TRAIN] epoch=30, iter=19730/40000, loss=0.5714, lr=0.005424, batch_cost=0.4916, reader_cost=0.0005 | ETA 02:46:05 2020-12-01 16:28:41 [INFO] [TRAIN] epoch=30, iter=19740/40000, loss=0.6416, lr=0.005422, batch_cost=0.4903, reader_cost=0.0003 | ETA 02:45:32 2020-12-01 16:28:46 [INFO] [TRAIN] epoch=30, iter=19750/40000, loss=0.5265, lr=0.005419, batch_cost=0.4865, reader_cost=0.0005 | ETA 02:44:11 2020-12-01 16:28:51 [INFO] [TRAIN] epoch=30, iter=19760/40000, loss=0.5173, lr=0.005417, batch_cost=0.4836, reader_cost=0.0003 | ETA 02:43:07 2020-12-01 16:28:56 [INFO] [TRAIN] epoch=30, iter=19770/40000, loss=0.6391, lr=0.005415, batch_cost=0.4917, reader_cost=0.0001 | ETA 02:45:47 2020-12-01 16:29:01 [INFO] [TRAIN] epoch=30, iter=19780/40000, loss=0.6491, lr=0.005412, batch_cost=0.4903, reader_cost=0.0003 | ETA 02:45:13 2020-12-01 16:29:06 [INFO] [TRAIN] epoch=30, iter=19790/40000, loss=0.5237, lr=0.005410, batch_cost=0.4909, reader_cost=0.0001 | ETA 02:45:20 2020-12-01 16:29:11 [INFO] [TRAIN] epoch=30, iter=19800/40000, loss=0.6623, lr=0.005407, batch_cost=0.5001, reader_cost=0.0003 | ETA 02:48:22 2020-12-01 16:29:16 [INFO] [TRAIN] epoch=30, iter=19810/40000, loss=0.5634, lr=0.005405, batch_cost=0.4905, reader_cost=0.0003 | ETA 02:45:02 2020-12-01 16:29:21 [INFO] [TRAIN] epoch=30, iter=19820/40000, loss=0.5871, lr=0.005402, batch_cost=0.4867, reader_cost=0.0003 | ETA 02:43:41 2020-12-01 16:29:25 [INFO] [TRAIN] epoch=30, iter=19830/40000, loss=0.4812, lr=0.005400, batch_cost=0.4803, reader_cost=0.0002 | ETA 02:41:27 2020-12-01 16:29:31 [INFO] [TRAIN] epoch=31, iter=19840/40000, loss=0.6765, lr=0.005398, batch_cost=0.5639, reader_cost=0.0617 | ETA 03:09:27 2020-12-01 16:29:36 [INFO] [TRAIN] epoch=31, iter=19850/40000, loss=0.4428, lr=0.005395, batch_cost=0.4842, reader_cost=0.0004 | ETA 02:42:36 2020-12-01 16:29:41 [INFO] [TRAIN] epoch=31, iter=19860/40000, loss=0.4535, lr=0.005393, batch_cost=0.4901, reader_cost=0.0001 | ETA 02:44:31 2020-12-01 16:29:46 [INFO] [TRAIN] epoch=31, iter=19870/40000, loss=0.5029, lr=0.005390, batch_cost=0.4802, reader_cost=0.0003 | ETA 02:41:05 2020-12-01 16:29:51 [INFO] [TRAIN] epoch=31, iter=19880/40000, loss=0.4120, lr=0.005388, batch_cost=0.4915, reader_cost=0.0006 | ETA 02:44:48 2020-12-01 16:29:55 [INFO] [TRAIN] epoch=31, iter=19890/40000, loss=0.6108, lr=0.005386, batch_cost=0.4850, reader_cost=0.0008 | ETA 02:42:33 2020-12-01 16:30:00 [INFO] [TRAIN] epoch=31, iter=19900/40000, loss=0.3877, lr=0.005383, batch_cost=0.4919, reader_cost=0.0011 | ETA 02:44:46 2020-12-01 16:30:05 [INFO] [TRAIN] epoch=31, iter=19910/40000, loss=0.4361, lr=0.005381, batch_cost=0.4949, reader_cost=0.0011 | ETA 02:45:42 2020-12-01 16:30:10 [INFO] [TRAIN] epoch=31, iter=19920/40000, loss=0.4546, lr=0.005378, batch_cost=0.4885, reader_cost=0.0027 | ETA 02:43:28 2020-12-01 16:30:15 [INFO] [TRAIN] epoch=31, iter=19930/40000, loss=0.5352, lr=0.005376, batch_cost=0.4884, reader_cost=0.0005 | ETA 02:43:22 2020-12-01 16:30:20 [INFO] [TRAIN] epoch=31, iter=19940/40000, loss=0.4612, lr=0.005374, batch_cost=0.4909, reader_cost=0.0011 | ETA 02:44:07 2020-12-01 16:30:25 [INFO] [TRAIN] epoch=31, iter=19950/40000, loss=0.4302, lr=0.005371, batch_cost=0.4801, reader_cost=0.0002 | ETA 02:40:25 2020-12-01 16:30:30 [INFO] [TRAIN] epoch=31, iter=19960/40000, loss=0.4068, lr=0.005369, batch_cost=0.4872, reader_cost=0.0004 | ETA 02:42:43 2020-12-01 16:30:35 [INFO] [TRAIN] epoch=31, iter=19970/40000, loss=0.4609, lr=0.005366, batch_cost=0.4886, reader_cost=0.0013 | ETA 02:43:05 2020-12-01 16:30:40 [INFO] [TRAIN] epoch=31, iter=19980/40000, loss=0.6479, lr=0.005364, batch_cost=0.5040, reader_cost=0.0013 | ETA 02:48:10 2020-12-01 16:30:44 [INFO] [TRAIN] epoch=31, iter=19990/40000, loss=0.4895, lr=0.005362, batch_cost=0.4876, reader_cost=0.0005 | ETA 02:42:36 2020-12-01 16:30:49 [INFO] [TRAIN] epoch=31, iter=20000/40000, loss=0.4892, lr=0.005359, batch_cost=0.4967, reader_cost=0.0013 | ETA 02:45:34 2020-12-01 16:30:54 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 16:32:59 [INFO] [EVAL] #Images=1449 mIoU=0.7489 Acc=0.9427 Kappa=0.8718 2020-12-01 16:32:59 [INFO] [EVAL] Class IoU: [0.9368 0.8982 0.3525 0.8739 0.6446 0.684 0.9173 0.8432 0.9015 0.4078 0.8772 0.5663 0.8512 0.8636 0.7393 0.8468 0.5866 0.8895 0.4719 0.8476 0.7269] 2020-12-01 16:32:59 [INFO] [EVAL] Class Acc: [0.9582 0.9627 0.3624 0.9375 0.798 0.9145 0.9662 0.9454 0.9386 0.6009 0.9571 0.9185 0.9396 0.9082 0.9618 0.9354 0.7387 0.9507 0.7638 0.9457 0.9546] 2020-12-01 16:33:01 [INFO] [EVAL] The model with the best validation mIoU (0.7489) was saved at iter 20000. 2020-12-01 16:33:06 [INFO] [TRAIN] epoch=31, iter=20010/40000, loss=0.5520, lr=0.005357, batch_cost=0.4835, reader_cost=0.0009 | ETA 02:41:05 2020-12-01 16:33:11 [INFO] [TRAIN] epoch=31, iter=20020/40000, loss=0.4125, lr=0.005354, batch_cost=0.4881, reader_cost=0.0016 | ETA 02:42:32 2020-12-01 16:33:16 [INFO] [TRAIN] epoch=31, iter=20030/40000, loss=0.5315, lr=0.005352, batch_cost=0.4876, reader_cost=0.0015 | ETA 02:42:16 2020-12-01 16:33:21 [INFO] [TRAIN] epoch=31, iter=20040/40000, loss=0.4851, lr=0.005349, batch_cost=0.4934, reader_cost=0.0016 | ETA 02:44:08 2020-12-01 16:33:26 [INFO] [TRAIN] epoch=31, iter=20050/40000, loss=0.5588, lr=0.005347, batch_cost=0.4856, reader_cost=0.0016 | ETA 02:41:26 2020-12-01 16:33:31 [INFO] [TRAIN] epoch=31, iter=20060/40000, loss=0.4315, lr=0.005345, batch_cost=0.4923, reader_cost=0.0012 | ETA 02:43:36 2020-12-01 16:33:36 [INFO] [TRAIN] epoch=31, iter=20070/40000, loss=0.4224, lr=0.005342, batch_cost=0.4963, reader_cost=0.0007 | ETA 02:44:51 2020-12-01 16:33:41 [INFO] [TRAIN] epoch=31, iter=20080/40000, loss=0.4111, lr=0.005340, batch_cost=0.4911, reader_cost=0.0011 | ETA 02:43:02 2020-12-01 16:33:45 [INFO] [TRAIN] epoch=31, iter=20090/40000, loss=0.5222, lr=0.005337, batch_cost=0.4915, reader_cost=0.0004 | ETA 02:43:05 2020-12-01 16:33:50 [INFO] [TRAIN] epoch=31, iter=20100/40000, loss=0.4934, lr=0.005335, batch_cost=0.4934, reader_cost=0.0001 | ETA 02:43:37 2020-12-01 16:33:55 [INFO] [TRAIN] epoch=31, iter=20110/40000, loss=0.5656, lr=0.005333, batch_cost=0.4923, reader_cost=0.0016 | ETA 02:43:11 2020-12-01 16:34:00 [INFO] [TRAIN] epoch=31, iter=20120/40000, loss=0.5937, lr=0.005330, batch_cost=0.4987, reader_cost=0.0006 | ETA 02:45:14 2020-12-01 16:34:05 [INFO] [TRAIN] epoch=31, iter=20130/40000, loss=0.4582, lr=0.005328, batch_cost=0.4909, reader_cost=0.0007 | ETA 02:42:34 2020-12-01 16:34:10 [INFO] [TRAIN] epoch=31, iter=20140/40000, loss=0.3571, lr=0.005325, batch_cost=0.4870, reader_cost=0.0009 | ETA 02:41:11 2020-12-01 16:34:15 [INFO] [TRAIN] epoch=31, iter=20150/40000, loss=0.4188, lr=0.005323, batch_cost=0.4869, reader_cost=0.0005 | ETA 02:41:04 2020-12-01 16:34:20 [INFO] [TRAIN] epoch=31, iter=20160/40000, loss=0.4611, lr=0.005321, batch_cost=0.4954, reader_cost=0.0013 | ETA 02:43:49 2020-12-01 16:34:25 [INFO] [TRAIN] epoch=31, iter=20170/40000, loss=0.5552, lr=0.005318, batch_cost=0.4976, reader_cost=0.0005 | ETA 02:44:27 2020-12-01 16:34:30 [INFO] [TRAIN] epoch=31, iter=20180/40000, loss=0.4722, lr=0.005316, batch_cost=0.5022, reader_cost=0.0003 | ETA 02:45:53 2020-12-01 16:34:35 [INFO] [TRAIN] epoch=31, iter=20190/40000, loss=0.3500, lr=0.005313, batch_cost=0.4978, reader_cost=0.0028 | ETA 02:44:21 2020-12-01 16:34:40 [INFO] [TRAIN] epoch=31, iter=20200/40000, loss=0.4836, lr=0.005311, batch_cost=0.4968, reader_cost=0.0006 | ETA 02:43:56 2020-12-01 16:34:45 [INFO] [TRAIN] epoch=31, iter=20210/40000, loss=0.5204, lr=0.005308, batch_cost=0.4837, reader_cost=0.0003 | ETA 02:39:33 2020-12-01 16:34:50 [INFO] [TRAIN] epoch=31, iter=20220/40000, loss=0.8617, lr=0.005306, batch_cost=0.4946, reader_cost=0.0004 | ETA 02:43:03 2020-12-01 16:34:55 [INFO] [TRAIN] epoch=31, iter=20230/40000, loss=0.4794, lr=0.005304, batch_cost=0.4939, reader_cost=0.0004 | ETA 02:42:44 2020-12-01 16:34:59 [INFO] [TRAIN] epoch=31, iter=20240/40000, loss=0.3529, lr=0.005301, batch_cost=0.4884, reader_cost=0.0006 | ETA 02:40:50 2020-12-01 16:35:04 [INFO] [TRAIN] epoch=31, iter=20250/40000, loss=0.4957, lr=0.005299, batch_cost=0.4922, reader_cost=0.0008 | ETA 02:42:00 2020-12-01 16:35:09 [INFO] [TRAIN] epoch=31, iter=20260/40000, loss=0.4591, lr=0.005296, batch_cost=0.4882, reader_cost=0.0001 | ETA 02:40:36 2020-12-01 16:35:14 [INFO] [TRAIN] epoch=31, iter=20270/40000, loss=0.5212, lr=0.005294, batch_cost=0.4912, reader_cost=0.0001 | ETA 02:41:32 2020-12-01 16:35:19 [INFO] [TRAIN] epoch=31, iter=20280/40000, loss=0.5222, lr=0.005292, batch_cost=0.4879, reader_cost=0.0004 | ETA 02:40:21 2020-12-01 16:35:24 [INFO] [TRAIN] epoch=31, iter=20290/40000, loss=0.4057, lr=0.005289, batch_cost=0.4889, reader_cost=0.0001 | ETA 02:40:36 2020-12-01 16:35:29 [INFO] [TRAIN] epoch=31, iter=20300/40000, loss=0.4349, lr=0.005287, batch_cost=0.4888, reader_cost=0.0001 | ETA 02:40:28 2020-12-01 16:35:34 [INFO] [TRAIN] epoch=31, iter=20310/40000, loss=0.5215, lr=0.005284, batch_cost=0.5022, reader_cost=0.0009 | ETA 02:44:48 2020-12-01 16:35:39 [INFO] [TRAIN] epoch=31, iter=20320/40000, loss=0.7150, lr=0.005282, batch_cost=0.4907, reader_cost=0.0004 | ETA 02:40:56 2020-12-01 16:35:44 [INFO] [TRAIN] epoch=31, iter=20330/40000, loss=0.5140, lr=0.005279, batch_cost=0.5044, reader_cost=0.0003 | ETA 02:45:22 2020-12-01 16:35:49 [INFO] [TRAIN] epoch=31, iter=20340/40000, loss=0.5749, lr=0.005277, batch_cost=0.4963, reader_cost=0.0002 | ETA 02:42:37 2020-12-01 16:35:54 [INFO] [TRAIN] epoch=31, iter=20350/40000, loss=0.4556, lr=0.005275, batch_cost=0.4942, reader_cost=0.0003 | ETA 02:41:51 2020-12-01 16:35:59 [INFO] [TRAIN] epoch=31, iter=20360/40000, loss=0.5916, lr=0.005272, batch_cost=0.4976, reader_cost=0.0003 | ETA 02:42:53 2020-12-01 16:36:04 [INFO] [TRAIN] epoch=31, iter=20370/40000, loss=0.6703, lr=0.005270, batch_cost=0.4860, reader_cost=0.0002 | ETA 02:38:59 2020-12-01 16:36:08 [INFO] [TRAIN] epoch=31, iter=20380/40000, loss=0.4463, lr=0.005267, batch_cost=0.4926, reader_cost=0.0003 | ETA 02:41:03 2020-12-01 16:36:13 [INFO] [TRAIN] epoch=31, iter=20390/40000, loss=0.6149, lr=0.005265, batch_cost=0.4840, reader_cost=0.0009 | ETA 02:38:11 2020-12-01 16:36:18 [INFO] [TRAIN] epoch=31, iter=20400/40000, loss=0.6349, lr=0.005263, batch_cost=0.4800, reader_cost=0.0017 | ETA 02:36:48 2020-12-01 16:36:23 [INFO] [TRAIN] epoch=31, iter=20410/40000, loss=0.5367, lr=0.005260, batch_cost=0.4919, reader_cost=0.0010 | ETA 02:40:36 2020-12-01 16:36:28 [INFO] [TRAIN] epoch=31, iter=20420/40000, loss=0.7898, lr=0.005258, batch_cost=0.4870, reader_cost=0.0012 | ETA 02:38:54 2020-12-01 16:36:33 [INFO] [TRAIN] epoch=31, iter=20430/40000, loss=0.5824, lr=0.005255, batch_cost=0.5138, reader_cost=0.0036 | ETA 02:47:35 2020-12-01 16:36:38 [INFO] [TRAIN] epoch=31, iter=20440/40000, loss=0.4044, lr=0.005253, batch_cost=0.4958, reader_cost=0.0017 | ETA 02:41:38 2020-12-01 16:36:43 [INFO] [TRAIN] epoch=31, iter=20450/40000, loss=0.5145, lr=0.005250, batch_cost=0.4910, reader_cost=0.0010 | ETA 02:39:59 2020-12-01 16:36:48 [INFO] [TRAIN] epoch=31, iter=20460/40000, loss=0.6035, lr=0.005248, batch_cost=0.5015, reader_cost=0.0013 | ETA 02:43:18 2020-12-01 16:36:53 [INFO] [TRAIN] epoch=31, iter=20470/40000, loss=0.4022, lr=0.005246, batch_cost=0.4856, reader_cost=0.0016 | ETA 02:38:04 2020-12-01 16:36:58 [INFO] [TRAIN] epoch=31, iter=20480/40000, loss=0.5511, lr=0.005243, batch_cost=0.4877, reader_cost=0.0009 | ETA 02:38:40 2020-12-01 16:37:02 [INFO] [TRAIN] epoch=31, iter=20490/40000, loss=0.4364, lr=0.005241, batch_cost=0.4767, reader_cost=0.0004 | ETA 02:35:00 2020-12-01 16:37:08 [INFO] [TRAIN] epoch=32, iter=20500/40000, loss=0.4412, lr=0.005238, batch_cost=0.5765, reader_cost=0.0658 | ETA 03:07:22 2020-12-01 16:37:13 [INFO] [TRAIN] epoch=32, iter=20510/40000, loss=0.7092, lr=0.005236, batch_cost=0.4853, reader_cost=0.0003 | ETA 02:37:39 2020-12-01 16:37:18 [INFO] [TRAIN] epoch=32, iter=20520/40000, loss=0.3917, lr=0.005234, batch_cost=0.4885, reader_cost=0.0010 | ETA 02:38:36 2020-12-01 16:37:23 [INFO] [TRAIN] epoch=32, iter=20530/40000, loss=0.5068, lr=0.005231, batch_cost=0.4860, reader_cost=0.0006 | ETA 02:37:43 2020-12-01 16:37:28 [INFO] [TRAIN] epoch=32, iter=20540/40000, loss=0.5310, lr=0.005229, batch_cost=0.4885, reader_cost=0.0006 | ETA 02:38:26 2020-12-01 16:37:33 [INFO] [TRAIN] epoch=32, iter=20550/40000, loss=0.7804, lr=0.005226, batch_cost=0.4854, reader_cost=0.0015 | ETA 02:37:20 2020-12-01 16:37:37 [INFO] [TRAIN] epoch=32, iter=20560/40000, loss=0.3225, lr=0.005224, batch_cost=0.4950, reader_cost=0.0017 | ETA 02:40:23 2020-12-01 16:37:42 [INFO] [TRAIN] epoch=32, iter=20570/40000, loss=0.4782, lr=0.005221, batch_cost=0.4972, reader_cost=0.0010 | ETA 02:40:59 2020-12-01 16:37:47 [INFO] [TRAIN] epoch=32, iter=20580/40000, loss=0.3588, lr=0.005219, batch_cost=0.4962, reader_cost=0.0008 | ETA 02:40:35 2020-12-01 16:37:52 [INFO] [TRAIN] epoch=32, iter=20590/40000, loss=0.2918, lr=0.005217, batch_cost=0.4972, reader_cost=0.0004 | ETA 02:40:51 2020-12-01 16:37:57 [INFO] [TRAIN] epoch=32, iter=20600/40000, loss=0.4103, lr=0.005214, batch_cost=0.4916, reader_cost=0.0013 | ETA 02:38:57 2020-12-01 16:38:02 [INFO] [TRAIN] epoch=32, iter=20610/40000, loss=0.3517, lr=0.005212, batch_cost=0.5024, reader_cost=0.0004 | ETA 02:42:22 2020-12-01 16:38:07 [INFO] [TRAIN] epoch=32, iter=20620/40000, loss=0.6439, lr=0.005209, batch_cost=0.4945, reader_cost=0.0006 | ETA 02:39:42 2020-12-01 16:38:12 [INFO] [TRAIN] epoch=32, iter=20630/40000, loss=0.3587, lr=0.005207, batch_cost=0.4959, reader_cost=0.0007 | ETA 02:40:05 2020-12-01 16:38:17 [INFO] [TRAIN] epoch=32, iter=20640/40000, loss=0.4630, lr=0.005205, batch_cost=0.4945, reader_cost=0.0004 | ETA 02:39:33 2020-12-01 16:38:22 [INFO] [TRAIN] epoch=32, iter=20650/40000, loss=0.4006, lr=0.005202, batch_cost=0.4939, reader_cost=0.0003 | ETA 02:39:16 2020-12-01 16:38:27 [INFO] [TRAIN] epoch=32, iter=20660/40000, loss=0.4985, lr=0.005200, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:38:13 2020-12-01 16:38:32 [INFO] [TRAIN] epoch=32, iter=20670/40000, loss=0.4987, lr=0.005197, batch_cost=0.4875, reader_cost=0.0011 | ETA 02:37:04 2020-12-01 16:38:37 [INFO] [TRAIN] epoch=32, iter=20680/40000, loss=0.4572, lr=0.005195, batch_cost=0.4854, reader_cost=0.0005 | ETA 02:36:17 2020-12-01 16:38:42 [INFO] [TRAIN] epoch=32, iter=20690/40000, loss=0.6470, lr=0.005192, batch_cost=0.4889, reader_cost=0.0010 | ETA 02:37:19 2020-12-01 16:38:47 [INFO] [TRAIN] epoch=32, iter=20700/40000, loss=0.5992, lr=0.005190, batch_cost=0.4883, reader_cost=0.0009 | ETA 02:37:04 2020-12-01 16:38:51 [INFO] [TRAIN] epoch=32, iter=20710/40000, loss=0.4523, lr=0.005188, batch_cost=0.4845, reader_cost=0.0005 | ETA 02:35:45 2020-12-01 16:38:56 [INFO] [TRAIN] epoch=32, iter=20720/40000, loss=0.6625, lr=0.005185, batch_cost=0.4995, reader_cost=0.0008 | ETA 02:40:31 2020-12-01 16:39:01 [INFO] [TRAIN] epoch=32, iter=20730/40000, loss=0.5488, lr=0.005183, batch_cost=0.4932, reader_cost=0.0004 | ETA 02:38:24 2020-12-01 16:39:06 [INFO] [TRAIN] epoch=32, iter=20740/40000, loss=0.5082, lr=0.005180, batch_cost=0.4951, reader_cost=0.0008 | ETA 02:38:54 2020-12-01 16:39:11 [INFO] [TRAIN] epoch=32, iter=20750/40000, loss=0.4324, lr=0.005178, batch_cost=0.4867, reader_cost=0.0003 | ETA 02:36:08 2020-12-01 16:39:16 [INFO] [TRAIN] epoch=32, iter=20760/40000, loss=0.3927, lr=0.005175, batch_cost=0.4946, reader_cost=0.0004 | ETA 02:38:35 2020-12-01 16:39:21 [INFO] [TRAIN] epoch=32, iter=20770/40000, loss=0.5565, lr=0.005173, batch_cost=0.4936, reader_cost=0.0009 | ETA 02:38:12 2020-12-01 16:39:26 [INFO] [TRAIN] epoch=32, iter=20780/40000, loss=0.5786, lr=0.005171, batch_cost=0.4923, reader_cost=0.0017 | ETA 02:37:42 2020-12-01 16:39:31 [INFO] [TRAIN] epoch=32, iter=20790/40000, loss=0.5186, lr=0.005168, batch_cost=0.4901, reader_cost=0.0015 | ETA 02:36:55 2020-12-01 16:39:36 [INFO] [TRAIN] epoch=32, iter=20800/40000, loss=0.4742, lr=0.005166, batch_cost=0.4869, reader_cost=0.0009 | ETA 02:35:48 2020-12-01 16:39:41 [INFO] [TRAIN] epoch=32, iter=20810/40000, loss=0.6209, lr=0.005163, batch_cost=0.4910, reader_cost=0.0003 | ETA 02:37:03 2020-12-01 16:39:46 [INFO] [TRAIN] epoch=32, iter=20820/40000, loss=0.4936, lr=0.005161, batch_cost=0.4922, reader_cost=0.0007 | ETA 02:37:20 2020-12-01 16:39:50 [INFO] [TRAIN] epoch=32, iter=20830/40000, loss=0.6278, lr=0.005159, batch_cost=0.4791, reader_cost=0.0001 | ETA 02:33:04 2020-12-01 16:39:55 [INFO] [TRAIN] epoch=32, iter=20840/40000, loss=0.5997, lr=0.005156, batch_cost=0.4918, reader_cost=0.0007 | ETA 02:37:02 2020-12-01 16:40:00 [INFO] [TRAIN] epoch=32, iter=20850/40000, loss=0.5346, lr=0.005154, batch_cost=0.4917, reader_cost=0.0012 | ETA 02:36:55 2020-12-01 16:40:05 [INFO] [TRAIN] epoch=32, iter=20860/40000, loss=0.2672, lr=0.005151, batch_cost=0.4935, reader_cost=0.0003 | ETA 02:37:25 2020-12-01 16:40:10 [INFO] [TRAIN] epoch=32, iter=20870/40000, loss=0.3526, lr=0.005149, batch_cost=0.4969, reader_cost=0.0003 | ETA 02:38:26 2020-12-01 16:40:15 [INFO] [TRAIN] epoch=32, iter=20880/40000, loss=0.7511, lr=0.005146, batch_cost=0.4907, reader_cost=0.0002 | ETA 02:36:22 2020-12-01 16:40:20 [INFO] [TRAIN] epoch=32, iter=20890/40000, loss=0.5773, lr=0.005144, batch_cost=0.4910, reader_cost=0.0014 | ETA 02:36:22 2020-12-01 16:40:25 [INFO] [TRAIN] epoch=32, iter=20900/40000, loss=0.4511, lr=0.005142, batch_cost=0.4911, reader_cost=0.0006 | ETA 02:36:19 2020-12-01 16:40:30 [INFO] [TRAIN] epoch=32, iter=20910/40000, loss=0.5268, lr=0.005139, batch_cost=0.4939, reader_cost=0.0005 | ETA 02:37:07 2020-12-01 16:40:35 [INFO] [TRAIN] epoch=32, iter=20920/40000, loss=0.4910, lr=0.005137, batch_cost=0.4958, reader_cost=0.0003 | ETA 02:37:39 2020-12-01 16:40:40 [INFO] [TRAIN] epoch=32, iter=20930/40000, loss=0.8046, lr=0.005134, batch_cost=0.4928, reader_cost=0.0003 | ETA 02:36:37 2020-12-01 16:40:45 [INFO] [TRAIN] epoch=32, iter=20940/40000, loss=0.7128, lr=0.005132, batch_cost=0.4931, reader_cost=0.0001 | ETA 02:36:37 2020-12-01 16:40:50 [INFO] [TRAIN] epoch=32, iter=20950/40000, loss=0.5600, lr=0.005129, batch_cost=0.4996, reader_cost=0.0001 | ETA 02:38:38 2020-12-01 16:40:55 [INFO] [TRAIN] epoch=32, iter=20960/40000, loss=0.5789, lr=0.005127, batch_cost=0.4955, reader_cost=0.0003 | ETA 02:37:13 2020-12-01 16:40:59 [INFO] [TRAIN] epoch=32, iter=20970/40000, loss=0.4466, lr=0.005125, batch_cost=0.4934, reader_cost=0.0003 | ETA 02:36:30 2020-12-01 16:41:04 [INFO] [TRAIN] epoch=32, iter=20980/40000, loss=0.5138, lr=0.005122, batch_cost=0.4861, reader_cost=0.0010 | ETA 02:34:05 2020-12-01 16:41:09 [INFO] [TRAIN] epoch=32, iter=20990/40000, loss=0.5189, lr=0.005120, batch_cost=0.4949, reader_cost=0.0009 | ETA 02:36:47 2020-12-01 16:41:14 [INFO] [TRAIN] epoch=32, iter=21000/40000, loss=0.5819, lr=0.005117, batch_cost=0.4906, reader_cost=0.0010 | ETA 02:35:21 2020-12-01 16:41:19 [INFO] [TRAIN] epoch=32, iter=21010/40000, loss=0.5799, lr=0.005115, batch_cost=0.4914, reader_cost=0.0008 | ETA 02:35:31 2020-12-01 16:41:24 [INFO] [TRAIN] epoch=32, iter=21020/40000, loss=0.8049, lr=0.005112, batch_cost=0.4964, reader_cost=0.0007 | ETA 02:37:01 2020-12-01 16:41:29 [INFO] [TRAIN] epoch=32, iter=21030/40000, loss=0.6353, lr=0.005110, batch_cost=0.4957, reader_cost=0.0004 | ETA 02:36:44 2020-12-01 16:41:34 [INFO] [TRAIN] epoch=32, iter=21040/40000, loss=0.4710, lr=0.005108, batch_cost=0.4940, reader_cost=0.0006 | ETA 02:36:06 2020-12-01 16:41:39 [INFO] [TRAIN] epoch=32, iter=21050/40000, loss=0.4954, lr=0.005105, batch_cost=0.4884, reader_cost=0.0009 | ETA 02:34:15 2020-12-01 16:41:44 [INFO] [TRAIN] epoch=32, iter=21060/40000, loss=0.3723, lr=0.005103, batch_cost=0.4921, reader_cost=0.0006 | ETA 02:35:20 2020-12-01 16:41:49 [INFO] [TRAIN] epoch=32, iter=21070/40000, loss=0.5547, lr=0.005100, batch_cost=0.4904, reader_cost=0.0002 | ETA 02:34:43 2020-12-01 16:41:54 [INFO] [TRAIN] epoch=32, iter=21080/40000, loss=0.4801, lr=0.005098, batch_cost=0.4847, reader_cost=0.0004 | ETA 02:32:51 2020-12-01 16:41:58 [INFO] [TRAIN] epoch=32, iter=21090/40000, loss=0.5160, lr=0.005096, batch_cost=0.4989, reader_cost=0.0009 | ETA 02:37:13 2020-12-01 16:42:03 [INFO] [TRAIN] epoch=32, iter=21100/40000, loss=0.6419, lr=0.005093, batch_cost=0.4951, reader_cost=0.0008 | ETA 02:35:56 2020-12-01 16:42:08 [INFO] [TRAIN] epoch=32, iter=21110/40000, loss=0.5121, lr=0.005091, batch_cost=0.5017, reader_cost=0.0006 | ETA 02:37:57 2020-12-01 16:42:13 [INFO] [TRAIN] epoch=32, iter=21120/40000, loss=0.4577, lr=0.005088, batch_cost=0.4960, reader_cost=0.0003 | ETA 02:36:03 2020-12-01 16:42:18 [INFO] [TRAIN] epoch=32, iter=21130/40000, loss=0.4862, lr=0.005086, batch_cost=0.4897, reader_cost=0.0013 | ETA 02:34:00 2020-12-01 16:42:23 [INFO] [TRAIN] epoch=32, iter=21140/40000, loss=0.5625, lr=0.005083, batch_cost=0.4909, reader_cost=0.0011 | ETA 02:34:18 2020-12-01 16:42:28 [INFO] [TRAIN] epoch=32, iter=21150/40000, loss=0.5506, lr=0.005081, batch_cost=0.4849, reader_cost=0.0006 | ETA 02:32:21 2020-12-01 16:42:34 [INFO] [TRAIN] epoch=33, iter=21160/40000, loss=0.4968, lr=0.005079, batch_cost=0.5707, reader_cost=0.0536 | ETA 02:59:11 2020-12-01 16:42:39 [INFO] [TRAIN] epoch=33, iter=21170/40000, loss=0.4173, lr=0.005076, batch_cost=0.4954, reader_cost=0.0007 | ETA 02:35:27 2020-12-01 16:42:44 [INFO] [TRAIN] epoch=33, iter=21180/40000, loss=0.5376, lr=0.005074, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:33:58 2020-12-01 16:42:49 [INFO] [TRAIN] epoch=33, iter=21190/40000, loss=0.4668, lr=0.005071, batch_cost=0.4886, reader_cost=0.0003 | ETA 02:33:10 2020-12-01 16:42:53 [INFO] [TRAIN] epoch=33, iter=21200/40000, loss=0.5526, lr=0.005069, batch_cost=0.4889, reader_cost=0.0007 | ETA 02:33:11 2020-12-01 16:42:58 [INFO] [TRAIN] epoch=33, iter=21210/40000, loss=0.5442, lr=0.005066, batch_cost=0.4943, reader_cost=0.0011 | ETA 02:34:47 2020-12-01 16:43:03 [INFO] [TRAIN] epoch=33, iter=21220/40000, loss=0.7006, lr=0.005064, batch_cost=0.4869, reader_cost=0.0003 | ETA 02:32:23 2020-12-01 16:43:08 [INFO] [TRAIN] epoch=33, iter=21230/40000, loss=0.5218, lr=0.005062, batch_cost=0.4917, reader_cost=0.0003 | ETA 02:33:48 2020-12-01 16:43:13 [INFO] [TRAIN] epoch=33, iter=21240/40000, loss=0.4161, lr=0.005059, batch_cost=0.4916, reader_cost=0.0001 | ETA 02:33:41 2020-12-01 16:43:18 [INFO] [TRAIN] epoch=33, iter=21250/40000, loss=0.4329, lr=0.005057, batch_cost=0.4840, reader_cost=0.0005 | ETA 02:31:14 2020-12-01 16:43:23 [INFO] [TRAIN] epoch=33, iter=21260/40000, loss=0.4509, lr=0.005054, batch_cost=0.4973, reader_cost=0.0003 | ETA 02:35:18 2020-12-01 16:43:28 [INFO] [TRAIN] epoch=33, iter=21270/40000, loss=0.5115, lr=0.005052, batch_cost=0.4911, reader_cost=0.0002 | ETA 02:33:18 2020-12-01 16:43:33 [INFO] [TRAIN] epoch=33, iter=21280/40000, loss=0.4647, lr=0.005049, batch_cost=0.4954, reader_cost=0.0022 | ETA 02:34:34 2020-12-01 16:43:38 [INFO] [TRAIN] epoch=33, iter=21290/40000, loss=0.4720, lr=0.005047, batch_cost=0.4888, reader_cost=0.0002 | ETA 02:32:25 2020-12-01 16:43:43 [INFO] [TRAIN] epoch=33, iter=21300/40000, loss=0.4561, lr=0.005045, batch_cost=0.4928, reader_cost=0.0003 | ETA 02:33:35 2020-12-01 16:43:48 [INFO] [TRAIN] epoch=33, iter=21310/40000, loss=0.4111, lr=0.005042, batch_cost=0.4961, reader_cost=0.0001 | ETA 02:34:31 2020-12-01 16:43:52 [INFO] [TRAIN] epoch=33, iter=21320/40000, loss=0.5187, lr=0.005040, batch_cost=0.4828, reader_cost=0.0007 | ETA 02:30:19 2020-12-01 16:43:57 [INFO] [TRAIN] epoch=33, iter=21330/40000, loss=0.4824, lr=0.005037, batch_cost=0.4937, reader_cost=0.0007 | ETA 02:33:37 2020-12-01 16:44:02 [INFO] [TRAIN] epoch=33, iter=21340/40000, loss=0.3453, lr=0.005035, batch_cost=0.4983, reader_cost=0.0003 | ETA 02:34:58 2020-12-01 16:44:07 [INFO] [TRAIN] epoch=33, iter=21350/40000, loss=0.5446, lr=0.005032, batch_cost=0.4882, reader_cost=0.0004 | ETA 02:31:44 2020-12-01 16:44:12 [INFO] [TRAIN] epoch=33, iter=21360/40000, loss=0.3381, lr=0.005030, batch_cost=0.4907, reader_cost=0.0002 | ETA 02:32:26 2020-12-01 16:44:17 [INFO] [TRAIN] epoch=33, iter=21370/40000, loss=0.6225, lr=0.005028, batch_cost=0.4855, reader_cost=0.0002 | ETA 02:30:45 2020-12-01 16:44:22 [INFO] [TRAIN] epoch=33, iter=21380/40000, loss=0.4595, lr=0.005025, batch_cost=0.4868, reader_cost=0.0001 | ETA 02:31:03 2020-12-01 16:44:27 [INFO] [TRAIN] epoch=33, iter=21390/40000, loss=0.3770, lr=0.005023, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:32:16 2020-12-01 16:44:32 [INFO] [TRAIN] epoch=33, iter=21400/40000, loss=0.4582, lr=0.005020, batch_cost=0.4878, reader_cost=0.0004 | ETA 02:31:13 2020-12-01 16:44:36 [INFO] [TRAIN] epoch=33, iter=21410/40000, loss=0.4905, lr=0.005018, batch_cost=0.4907, reader_cost=0.0007 | ETA 02:32:02 2020-12-01 16:44:41 [INFO] [TRAIN] epoch=33, iter=21420/40000, loss=0.3903, lr=0.005015, batch_cost=0.4968, reader_cost=0.0003 | ETA 02:33:49 2020-12-01 16:44:46 [INFO] [TRAIN] epoch=33, iter=21430/40000, loss=0.6198, lr=0.005013, batch_cost=0.4911, reader_cost=0.0003 | ETA 02:32:00 2020-12-01 16:44:51 [INFO] [TRAIN] epoch=33, iter=21440/40000, loss=0.4012, lr=0.005011, batch_cost=0.4785, reader_cost=0.0003 | ETA 02:28:00 2020-12-01 16:44:56 [INFO] [TRAIN] epoch=33, iter=21450/40000, loss=0.4629, lr=0.005008, batch_cost=0.4908, reader_cost=0.0001 | ETA 02:31:44 2020-12-01 16:45:01 [INFO] [TRAIN] epoch=33, iter=21460/40000, loss=0.4581, lr=0.005006, batch_cost=0.5110, reader_cost=0.0011 | ETA 02:37:54 2020-12-01 16:45:06 [INFO] [TRAIN] epoch=33, iter=21470/40000, loss=0.3695, lr=0.005003, batch_cost=0.4927, reader_cost=0.0003 | ETA 02:32:09 2020-12-01 16:45:11 [INFO] [TRAIN] epoch=33, iter=21480/40000, loss=0.6001, lr=0.005001, batch_cost=0.4904, reader_cost=0.0006 | ETA 02:31:22 2020-12-01 16:45:16 [INFO] [TRAIN] epoch=33, iter=21490/40000, loss=0.3754, lr=0.004998, batch_cost=0.4857, reader_cost=0.0009 | ETA 02:29:49 2020-12-01 16:45:21 [INFO] [TRAIN] epoch=33, iter=21500/40000, loss=0.5408, lr=0.004996, batch_cost=0.4841, reader_cost=0.0003 | ETA 02:29:15 2020-12-01 16:45:26 [INFO] [TRAIN] epoch=33, iter=21510/40000, loss=0.4335, lr=0.004994, batch_cost=0.4950, reader_cost=0.0004 | ETA 02:32:32 2020-12-01 16:45:31 [INFO] [TRAIN] epoch=33, iter=21520/40000, loss=0.3635, lr=0.004991, batch_cost=0.4873, reader_cost=0.0001 | ETA 02:30:05 2020-12-01 16:45:35 [INFO] [TRAIN] epoch=33, iter=21530/40000, loss=0.4779, lr=0.004989, batch_cost=0.4829, reader_cost=0.0002 | ETA 02:28:38 2020-12-01 16:45:40 [INFO] [TRAIN] epoch=33, iter=21540/40000, loss=0.6198, lr=0.004986, batch_cost=0.4829, reader_cost=0.0001 | ETA 02:28:35 2020-12-01 16:45:45 [INFO] [TRAIN] epoch=33, iter=21550/40000, loss=0.5070, lr=0.004984, batch_cost=0.4911, reader_cost=0.0021 | ETA 02:31:01 2020-12-01 16:45:50 [INFO] [TRAIN] epoch=33, iter=21560/40000, loss=0.4796, lr=0.004981, batch_cost=0.4890, reader_cost=0.0011 | ETA 02:30:16 2020-12-01 16:45:55 [INFO] [TRAIN] epoch=33, iter=21570/40000, loss=0.4016, lr=0.004979, batch_cost=0.4931, reader_cost=0.0014 | ETA 02:31:27 2020-12-01 16:46:00 [INFO] [TRAIN] epoch=33, iter=21580/40000, loss=0.5318, lr=0.004977, batch_cost=0.4798, reader_cost=0.0004 | ETA 02:27:17 2020-12-01 16:46:05 [INFO] [TRAIN] epoch=33, iter=21590/40000, loss=0.4448, lr=0.004974, batch_cost=0.4962, reader_cost=0.0011 | ETA 02:32:14 2020-12-01 16:46:10 [INFO] [TRAIN] epoch=33, iter=21600/40000, loss=0.7316, lr=0.004972, batch_cost=0.4945, reader_cost=0.0009 | ETA 02:31:38 2020-12-01 16:46:15 [INFO] [TRAIN] epoch=33, iter=21610/40000, loss=0.4185, lr=0.004969, batch_cost=0.4958, reader_cost=0.0001 | ETA 02:31:57 2020-12-01 16:46:20 [INFO] [TRAIN] epoch=33, iter=21620/40000, loss=0.3877, lr=0.004967, batch_cost=0.4946, reader_cost=0.0011 | ETA 02:31:31 2020-12-01 16:46:24 [INFO] [TRAIN] epoch=33, iter=21630/40000, loss=0.5815, lr=0.004964, batch_cost=0.4928, reader_cost=0.0017 | ETA 02:30:52 2020-12-01 16:46:29 [INFO] [TRAIN] epoch=33, iter=21640/40000, loss=0.4743, lr=0.004962, batch_cost=0.4888, reader_cost=0.0011 | ETA 02:29:33 2020-12-01 16:46:34 [INFO] [TRAIN] epoch=33, iter=21650/40000, loss=0.6192, lr=0.004960, batch_cost=0.4968, reader_cost=0.0005 | ETA 02:31:55 2020-12-01 16:46:39 [INFO] [TRAIN] epoch=33, iter=21660/40000, loss=0.4133, lr=0.004957, batch_cost=0.4912, reader_cost=0.0015 | ETA 02:30:09 2020-12-01 16:46:44 [INFO] [TRAIN] epoch=33, iter=21670/40000, loss=0.4372, lr=0.004955, batch_cost=0.5009, reader_cost=0.0013 | ETA 02:33:01 2020-12-01 16:46:49 [INFO] [TRAIN] epoch=33, iter=21680/40000, loss=0.5124, lr=0.004952, batch_cost=0.5043, reader_cost=0.0015 | ETA 02:33:59 2020-12-01 16:46:54 [INFO] [TRAIN] epoch=33, iter=21690/40000, loss=0.3936, lr=0.004950, batch_cost=0.4920, reader_cost=0.0011 | ETA 02:30:08 2020-12-01 16:46:59 [INFO] [TRAIN] epoch=33, iter=21700/40000, loss=0.7521, lr=0.004947, batch_cost=0.4955, reader_cost=0.0008 | ETA 02:31:06 2020-12-01 16:47:04 [INFO] [TRAIN] epoch=33, iter=21710/40000, loss=0.3952, lr=0.004945, batch_cost=0.4896, reader_cost=0.0006 | ETA 02:29:15 2020-12-01 16:47:09 [INFO] [TRAIN] epoch=33, iter=21720/40000, loss=0.4554, lr=0.004942, batch_cost=0.4941, reader_cost=0.0016 | ETA 02:30:32 2020-12-01 16:47:14 [INFO] [TRAIN] epoch=33, iter=21730/40000, loss=0.5122, lr=0.004940, batch_cost=0.4932, reader_cost=0.0017 | ETA 02:30:11 2020-12-01 16:47:19 [INFO] [TRAIN] epoch=33, iter=21740/40000, loss=0.6225, lr=0.004938, batch_cost=0.4887, reader_cost=0.0004 | ETA 02:28:44 2020-12-01 16:47:24 [INFO] [TRAIN] epoch=33, iter=21750/40000, loss=0.5218, lr=0.004935, batch_cost=0.4903, reader_cost=0.0009 | ETA 02:29:07 2020-12-01 16:47:29 [INFO] [TRAIN] epoch=33, iter=21760/40000, loss=0.4749, lr=0.004933, batch_cost=0.4922, reader_cost=0.0003 | ETA 02:29:37 2020-12-01 16:47:33 [INFO] [TRAIN] epoch=33, iter=21770/40000, loss=0.3164, lr=0.004930, batch_cost=0.4809, reader_cost=0.0002 | ETA 02:26:06 2020-12-01 16:47:38 [INFO] [TRAIN] epoch=33, iter=21780/40000, loss=0.4744, lr=0.004928, batch_cost=0.4814, reader_cost=0.0003 | ETA 02:26:10 2020-12-01 16:47:43 [INFO] [TRAIN] epoch=33, iter=21790/40000, loss=0.3786, lr=0.004925, batch_cost=0.4911, reader_cost=0.0001 | ETA 02:29:03 2020-12-01 16:47:48 [INFO] [TRAIN] epoch=33, iter=21800/40000, loss=0.5514, lr=0.004923, batch_cost=0.4855, reader_cost=0.0005 | ETA 02:27:16 2020-12-01 16:47:53 [INFO] [TRAIN] epoch=33, iter=21810/40000, loss=0.4151, lr=0.004921, batch_cost=0.4787, reader_cost=0.0005 | ETA 02:25:07 2020-12-01 16:47:59 [INFO] [TRAIN] epoch=34, iter=21820/40000, loss=0.4289, lr=0.004918, batch_cost=0.5731, reader_cost=0.0606 | ETA 02:53:38 2020-12-01 16:48:03 [INFO] [TRAIN] epoch=34, iter=21830/40000, loss=0.4710, lr=0.004916, batch_cost=0.4942, reader_cost=0.0003 | ETA 02:29:39 2020-12-01 16:48:08 [INFO] [TRAIN] epoch=34, iter=21840/40000, loss=0.6806, lr=0.004913, batch_cost=0.4881, reader_cost=0.0001 | ETA 02:27:44 2020-12-01 16:48:13 [INFO] [TRAIN] epoch=34, iter=21850/40000, loss=0.5041, lr=0.004911, batch_cost=0.4821, reader_cost=0.0001 | ETA 02:25:49 2020-12-01 16:48:18 [INFO] [TRAIN] epoch=34, iter=21860/40000, loss=0.4008, lr=0.004908, batch_cost=0.4803, reader_cost=0.0001 | ETA 02:25:12 2020-12-01 16:48:23 [INFO] [TRAIN] epoch=34, iter=21870/40000, loss=0.4579, lr=0.004906, batch_cost=0.4844, reader_cost=0.0003 | ETA 02:26:22 2020-12-01 16:48:28 [INFO] [TRAIN] epoch=34, iter=21880/40000, loss=0.4638, lr=0.004904, batch_cost=0.4912, reader_cost=0.0008 | ETA 02:28:19 2020-12-01 16:48:33 [INFO] [TRAIN] epoch=34, iter=21890/40000, loss=0.4671, lr=0.004901, batch_cost=0.4873, reader_cost=0.0003 | ETA 02:27:04 2020-12-01 16:48:37 [INFO] [TRAIN] epoch=34, iter=21900/40000, loss=0.5816, lr=0.004899, batch_cost=0.4824, reader_cost=0.0003 | ETA 02:25:31 2020-12-01 16:48:42 [INFO] [TRAIN] epoch=34, iter=21910/40000, loss=0.4983, lr=0.004896, batch_cost=0.4883, reader_cost=0.0003 | ETA 02:27:14 2020-12-01 16:48:47 [INFO] [TRAIN] epoch=34, iter=21920/40000, loss=0.4963, lr=0.004894, batch_cost=0.4858, reader_cost=0.0001 | ETA 02:26:22 2020-12-01 16:48:52 [INFO] [TRAIN] epoch=34, iter=21930/40000, loss=0.3926, lr=0.004891, batch_cost=0.4916, reader_cost=0.0001 | ETA 02:28:02 2020-12-01 16:48:57 [INFO] [TRAIN] epoch=34, iter=21940/40000, loss=0.4262, lr=0.004889, batch_cost=0.4898, reader_cost=0.0001 | ETA 02:27:25 2020-12-01 16:49:02 [INFO] [TRAIN] epoch=34, iter=21950/40000, loss=0.5496, lr=0.004886, batch_cost=0.4961, reader_cost=0.0007 | ETA 02:29:14 2020-12-01 16:49:07 [INFO] [TRAIN] epoch=34, iter=21960/40000, loss=0.3846, lr=0.004884, batch_cost=0.4843, reader_cost=0.0007 | ETA 02:25:36 2020-12-01 16:49:12 [INFO] [TRAIN] epoch=34, iter=21970/40000, loss=0.4103, lr=0.004882, batch_cost=0.4941, reader_cost=0.0006 | ETA 02:28:28 2020-12-01 16:49:17 [INFO] [TRAIN] epoch=34, iter=21980/40000, loss=0.4975, lr=0.004879, batch_cost=0.4941, reader_cost=0.0002 | ETA 02:28:24 2020-12-01 16:49:22 [INFO] [TRAIN] epoch=34, iter=21990/40000, loss=0.5216, lr=0.004877, batch_cost=0.4844, reader_cost=0.0013 | ETA 02:25:24 2020-12-01 16:49:26 [INFO] [TRAIN] epoch=34, iter=22000/40000, loss=0.4454, lr=0.004874, batch_cost=0.4897, reader_cost=0.0013 | ETA 02:26:54 2020-12-01 16:49:31 [INFO] [TRAIN] epoch=34, iter=22010/40000, loss=0.3405, lr=0.004872, batch_cost=0.4893, reader_cost=0.0007 | ETA 02:26:42 2020-12-01 16:49:36 [INFO] [TRAIN] epoch=34, iter=22020/40000, loss=0.5287, lr=0.004869, batch_cost=0.4882, reader_cost=0.0008 | ETA 02:26:17 2020-12-01 16:49:41 [INFO] [TRAIN] epoch=34, iter=22030/40000, loss=0.3867, lr=0.004867, batch_cost=0.4750, reader_cost=0.0007 | ETA 02:22:15 2020-12-01 16:49:46 [INFO] [TRAIN] epoch=34, iter=22040/40000, loss=0.4659, lr=0.004865, batch_cost=0.4751, reader_cost=0.0006 | ETA 02:22:13 2020-12-01 16:49:51 [INFO] [TRAIN] epoch=34, iter=22050/40000, loss=0.7853, lr=0.004862, batch_cost=0.4884, reader_cost=0.0003 | ETA 02:26:06 2020-12-01 16:49:56 [INFO] [TRAIN] epoch=34, iter=22060/40000, loss=0.7660, lr=0.004860, batch_cost=0.4897, reader_cost=0.0006 | ETA 02:26:25 2020-12-01 16:50:00 [INFO] [TRAIN] epoch=34, iter=22070/40000, loss=0.4759, lr=0.004857, batch_cost=0.4810, reader_cost=0.0003 | ETA 02:23:45 2020-12-01 16:50:05 [INFO] [TRAIN] epoch=34, iter=22080/40000, loss=0.3284, lr=0.004855, batch_cost=0.4841, reader_cost=0.0003 | ETA 02:24:34 2020-12-01 16:50:10 [INFO] [TRAIN] epoch=34, iter=22090/40000, loss=0.4853, lr=0.004852, batch_cost=0.4800, reader_cost=0.0003 | ETA 02:23:16 2020-12-01 16:50:15 [INFO] [TRAIN] epoch=34, iter=22100/40000, loss=0.4432, lr=0.004850, batch_cost=0.4847, reader_cost=0.0001 | ETA 02:24:35 2020-12-01 16:50:20 [INFO] [TRAIN] epoch=34, iter=22110/40000, loss=0.4472, lr=0.004847, batch_cost=0.4960, reader_cost=0.0004 | ETA 02:27:53 2020-12-01 16:50:25 [INFO] [TRAIN] epoch=34, iter=22120/40000, loss=0.4511, lr=0.004845, batch_cost=0.4952, reader_cost=0.0003 | ETA 02:27:33 2020-12-01 16:50:30 [INFO] [TRAIN] epoch=34, iter=22130/40000, loss=0.5075, lr=0.004843, batch_cost=0.4891, reader_cost=0.0003 | ETA 02:25:39 2020-12-01 16:50:35 [INFO] [TRAIN] epoch=34, iter=22140/40000, loss=0.5616, lr=0.004840, batch_cost=0.4935, reader_cost=0.0003 | ETA 02:26:54 2020-12-01 16:50:39 [INFO] [TRAIN] epoch=34, iter=22150/40000, loss=0.5130, lr=0.004838, batch_cost=0.4906, reader_cost=0.0001 | ETA 02:25:56 2020-12-01 16:50:44 [INFO] [TRAIN] epoch=34, iter=22160/40000, loss=0.4302, lr=0.004835, batch_cost=0.4841, reader_cost=0.0005 | ETA 02:23:56 2020-12-01 16:50:49 [INFO] [TRAIN] epoch=34, iter=22170/40000, loss=0.4475, lr=0.004833, batch_cost=0.4864, reader_cost=0.0007 | ETA 02:24:31 2020-12-01 16:50:54 [INFO] [TRAIN] epoch=34, iter=22180/40000, loss=0.3779, lr=0.004830, batch_cost=0.4887, reader_cost=0.0005 | ETA 02:25:08 2020-12-01 16:50:59 [INFO] [TRAIN] epoch=34, iter=22190/40000, loss=0.4847, lr=0.004828, batch_cost=0.4889, reader_cost=0.0003 | ETA 02:25:08 2020-12-01 16:51:04 [INFO] [TRAIN] epoch=34, iter=22200/40000, loss=0.4547, lr=0.004826, batch_cost=0.4809, reader_cost=0.0003 | ETA 02:22:40 2020-12-01 16:51:09 [INFO] [TRAIN] epoch=34, iter=22210/40000, loss=0.3560, lr=0.004823, batch_cost=0.4877, reader_cost=0.0002 | ETA 02:24:36 2020-12-01 16:51:13 [INFO] [TRAIN] epoch=34, iter=22220/40000, loss=0.5308, lr=0.004821, batch_cost=0.4830, reader_cost=0.0003 | ETA 02:23:07 2020-12-01 16:51:18 [INFO] [TRAIN] epoch=34, iter=22230/40000, loss=0.3734, lr=0.004818, batch_cost=0.4780, reader_cost=0.0001 | ETA 02:21:34 2020-12-01 16:51:23 [INFO] [TRAIN] epoch=34, iter=22240/40000, loss=0.4335, lr=0.004816, batch_cost=0.4834, reader_cost=0.0003 | ETA 02:23:06 2020-12-01 16:51:28 [INFO] [TRAIN] epoch=34, iter=22250/40000, loss=0.4863, lr=0.004813, batch_cost=0.4855, reader_cost=0.0005 | ETA 02:23:37 2020-12-01 16:51:33 [INFO] [TRAIN] epoch=34, iter=22260/40000, loss=0.3543, lr=0.004811, batch_cost=0.4857, reader_cost=0.0004 | ETA 02:23:35 2020-12-01 16:51:38 [INFO] [TRAIN] epoch=34, iter=22270/40000, loss=0.4408, lr=0.004808, batch_cost=0.4895, reader_cost=0.0018 | ETA 02:24:38 2020-12-01 16:51:43 [INFO] [TRAIN] epoch=34, iter=22280/40000, loss=0.6223, lr=0.004806, batch_cost=0.4934, reader_cost=0.0010 | ETA 02:25:43 2020-12-01 16:51:47 [INFO] [TRAIN] epoch=34, iter=22290/40000, loss=0.4521, lr=0.004804, batch_cost=0.4821, reader_cost=0.0010 | ETA 02:22:18 2020-12-01 16:51:52 [INFO] [TRAIN] epoch=34, iter=22300/40000, loss=0.5637, lr=0.004801, batch_cost=0.4831, reader_cost=0.0005 | ETA 02:22:30 2020-12-01 16:51:57 [INFO] [TRAIN] epoch=34, iter=22310/40000, loss=0.6741, lr=0.004799, batch_cost=0.4873, reader_cost=0.0008 | ETA 02:23:40 2020-12-01 16:52:02 [INFO] [TRAIN] epoch=34, iter=22320/40000, loss=0.7274, lr=0.004796, batch_cost=0.4798, reader_cost=0.0003 | ETA 02:21:23 2020-12-01 16:52:07 [INFO] [TRAIN] epoch=34, iter=22330/40000, loss=0.3297, lr=0.004794, batch_cost=0.4767, reader_cost=0.0003 | ETA 02:20:23 2020-12-01 16:52:11 [INFO] [TRAIN] epoch=34, iter=22340/40000, loss=0.4788, lr=0.004791, batch_cost=0.4781, reader_cost=0.0005 | ETA 02:20:42 2020-12-01 16:52:16 [INFO] [TRAIN] epoch=34, iter=22350/40000, loss=0.6017, lr=0.004789, batch_cost=0.4847, reader_cost=0.0006 | ETA 02:22:34 2020-12-01 16:52:21 [INFO] [TRAIN] epoch=34, iter=22360/40000, loss=0.6220, lr=0.004786, batch_cost=0.4832, reader_cost=0.0003 | ETA 02:22:03 2020-12-01 16:52:26 [INFO] [TRAIN] epoch=34, iter=22370/40000, loss=0.5252, lr=0.004784, batch_cost=0.4796, reader_cost=0.0003 | ETA 02:20:54 2020-12-01 16:52:31 [INFO] [TRAIN] epoch=34, iter=22380/40000, loss=0.4669, lr=0.004782, batch_cost=0.4734, reader_cost=0.0005 | ETA 02:19:01 2020-12-01 16:52:35 [INFO] [TRAIN] epoch=34, iter=22390/40000, loss=0.5861, lr=0.004779, batch_cost=0.4778, reader_cost=0.0001 | ETA 02:20:14 2020-12-01 16:52:40 [INFO] [TRAIN] epoch=34, iter=22400/40000, loss=0.5047, lr=0.004777, batch_cost=0.4864, reader_cost=0.0007 | ETA 02:22:40 2020-12-01 16:52:45 [INFO] [TRAIN] epoch=34, iter=22410/40000, loss=0.5321, lr=0.004774, batch_cost=0.4933, reader_cost=0.0003 | ETA 02:24:37 2020-12-01 16:52:50 [INFO] [TRAIN] epoch=34, iter=22420/40000, loss=0.3994, lr=0.004772, batch_cost=0.4905, reader_cost=0.0003 | ETA 02:23:43 2020-12-01 16:52:55 [INFO] [TRAIN] epoch=34, iter=22430/40000, loss=0.6576, lr=0.004769, batch_cost=0.4872, reader_cost=0.0001 | ETA 02:22:39 2020-12-01 16:53:00 [INFO] [TRAIN] epoch=34, iter=22440/40000, loss=0.3562, lr=0.004767, batch_cost=0.4852, reader_cost=0.0001 | ETA 02:22:00 2020-12-01 16:53:05 [INFO] [TRAIN] epoch=34, iter=22450/40000, loss=0.5299, lr=0.004765, batch_cost=0.4923, reader_cost=0.0003 | ETA 02:24:00 2020-12-01 16:53:10 [INFO] [TRAIN] epoch=34, iter=22460/40000, loss=0.4215, lr=0.004762, batch_cost=0.4925, reader_cost=0.0005 | ETA 02:23:58 2020-12-01 16:53:15 [INFO] [TRAIN] epoch=34, iter=22470/40000, loss=0.3682, lr=0.004760, batch_cost=0.4834, reader_cost=0.0003 | ETA 02:21:14 2020-12-01 16:53:20 [INFO] [TRAIN] epoch=35, iter=22480/40000, loss=0.5570, lr=0.004757, batch_cost=0.5486, reader_cost=0.0585 | ETA 02:40:10 2020-12-01 16:53:25 [INFO] [TRAIN] epoch=35, iter=22490/40000, loss=0.3488, lr=0.004755, batch_cost=0.4874, reader_cost=0.0003 | ETA 02:22:14 2020-12-01 16:53:30 [INFO] [TRAIN] epoch=35, iter=22500/40000, loss=0.4414, lr=0.004752, batch_cost=0.4811, reader_cost=0.0001 | ETA 02:20:19 2020-12-01 16:53:35 [INFO] [TRAIN] epoch=35, iter=22510/40000, loss=0.3029, lr=0.004750, batch_cost=0.4789, reader_cost=0.0001 | ETA 02:19:36 2020-12-01 16:53:39 [INFO] [TRAIN] epoch=35, iter=22520/40000, loss=0.3985, lr=0.004747, batch_cost=0.4799, reader_cost=0.0001 | ETA 02:19:47 2020-12-01 16:53:44 [INFO] [TRAIN] epoch=35, iter=22530/40000, loss=0.4105, lr=0.004745, batch_cost=0.4828, reader_cost=0.0001 | ETA 02:20:34 2020-12-01 16:53:49 [INFO] [TRAIN] epoch=35, iter=22540/40000, loss=0.3923, lr=0.004743, batch_cost=0.4782, reader_cost=0.0003 | ETA 02:19:09 2020-12-01 16:53:54 [INFO] [TRAIN] epoch=35, iter=22550/40000, loss=0.3781, lr=0.004740, batch_cost=0.4819, reader_cost=0.0008 | ETA 02:20:09 2020-12-01 16:53:59 [INFO] [TRAIN] epoch=35, iter=22560/40000, loss=0.4135, lr=0.004738, batch_cost=0.4836, reader_cost=0.0003 | ETA 02:20:33 2020-12-01 16:54:03 [INFO] [TRAIN] epoch=35, iter=22570/40000, loss=0.4160, lr=0.004735, batch_cost=0.4743, reader_cost=0.0003 | ETA 02:17:47 2020-12-01 16:54:08 [INFO] [TRAIN] epoch=35, iter=22580/40000, loss=0.5435, lr=0.004733, batch_cost=0.4865, reader_cost=0.0004 | ETA 02:21:14 2020-12-01 16:54:13 [INFO] [TRAIN] epoch=35, iter=22590/40000, loss=0.7772, lr=0.004730, batch_cost=0.4909, reader_cost=0.0005 | ETA 02:22:26 2020-12-01 16:54:18 [INFO] [TRAIN] epoch=35, iter=22600/40000, loss=0.5120, lr=0.004728, batch_cost=0.4839, reader_cost=0.0013 | ETA 02:20:20 2020-12-01 16:54:23 [INFO] [TRAIN] epoch=35, iter=22610/40000, loss=0.3362, lr=0.004725, batch_cost=0.4849, reader_cost=0.0010 | ETA 02:20:33 2020-12-01 16:54:28 [INFO] [TRAIN] epoch=35, iter=22620/40000, loss=0.4904, lr=0.004723, batch_cost=0.4891, reader_cost=0.0008 | ETA 02:21:39 2020-12-01 16:54:33 [INFO] [TRAIN] epoch=35, iter=22630/40000, loss=0.4521, lr=0.004721, batch_cost=0.4869, reader_cost=0.0002 | ETA 02:20:57 2020-12-01 16:54:37 [INFO] [TRAIN] epoch=35, iter=22640/40000, loss=0.4061, lr=0.004718, batch_cost=0.4891, reader_cost=0.0012 | ETA 02:21:30 2020-12-01 16:54:42 [INFO] [TRAIN] epoch=35, iter=22650/40000, loss=0.4312, lr=0.004716, batch_cost=0.4772, reader_cost=0.0003 | ETA 02:17:59 2020-12-01 16:54:47 [INFO] [TRAIN] epoch=35, iter=22660/40000, loss=0.4558, lr=0.004713, batch_cost=0.4817, reader_cost=0.0003 | ETA 02:19:12 2020-12-01 16:54:52 [INFO] [TRAIN] epoch=35, iter=22670/40000, loss=0.4150, lr=0.004711, batch_cost=0.4941, reader_cost=0.0007 | ETA 02:22:42 2020-12-01 16:54:57 [INFO] [TRAIN] epoch=35, iter=22680/40000, loss=0.6024, lr=0.004708, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:21:42 2020-12-01 16:55:02 [INFO] [TRAIN] epoch=35, iter=22690/40000, loss=0.3473, lr=0.004706, batch_cost=0.4847, reader_cost=0.0004 | ETA 02:19:50 2020-12-01 16:55:07 [INFO] [TRAIN] epoch=35, iter=22700/40000, loss=0.4845, lr=0.004703, batch_cost=0.4967, reader_cost=0.0016 | ETA 02:23:12 2020-12-01 16:55:12 [INFO] [TRAIN] epoch=35, iter=22710/40000, loss=0.4146, lr=0.004701, batch_cost=0.4908, reader_cost=0.0008 | ETA 02:21:25 2020-12-01 16:55:17 [INFO] [TRAIN] epoch=35, iter=22720/40000, loss=0.3943, lr=0.004698, batch_cost=0.4990, reader_cost=0.0010 | ETA 02:23:43 2020-12-01 16:55:22 [INFO] [TRAIN] epoch=35, iter=22730/40000, loss=0.3462, lr=0.004696, batch_cost=0.4888, reader_cost=0.0010 | ETA 02:20:41 2020-12-01 16:55:26 [INFO] [TRAIN] epoch=35, iter=22740/40000, loss=0.4626, lr=0.004694, batch_cost=0.4814, reader_cost=0.0003 | ETA 02:18:29 2020-12-01 16:55:31 [INFO] [TRAIN] epoch=35, iter=22750/40000, loss=0.5012, lr=0.004691, batch_cost=0.4904, reader_cost=0.0006 | ETA 02:21:00 2020-12-01 16:55:36 [INFO] [TRAIN] epoch=35, iter=22760/40000, loss=0.3789, lr=0.004689, batch_cost=0.4896, reader_cost=0.0009 | ETA 02:20:40 2020-12-01 16:55:41 [INFO] [TRAIN] epoch=35, iter=22770/40000, loss=0.6270, lr=0.004686, batch_cost=0.4808, reader_cost=0.0003 | ETA 02:18:03 2020-12-01 16:55:46 [INFO] [TRAIN] epoch=35, iter=22780/40000, loss=0.4180, lr=0.004684, batch_cost=0.4808, reader_cost=0.0003 | ETA 02:18:00 2020-12-01 16:55:51 [INFO] [TRAIN] epoch=35, iter=22790/40000, loss=0.3536, lr=0.004681, batch_cost=0.4859, reader_cost=0.0013 | ETA 02:19:21 2020-12-01 16:55:56 [INFO] [TRAIN] epoch=35, iter=22800/40000, loss=0.4348, lr=0.004679, batch_cost=0.4971, reader_cost=0.0015 | ETA 02:22:30 2020-12-01 16:56:00 [INFO] [TRAIN] epoch=35, iter=22810/40000, loss=0.4469, lr=0.004676, batch_cost=0.4910, reader_cost=0.0007 | ETA 02:20:39 2020-12-01 16:56:05 [INFO] [TRAIN] epoch=35, iter=22820/40000, loss=0.3780, lr=0.004674, batch_cost=0.4866, reader_cost=0.0006 | ETA 02:19:20 2020-12-01 16:56:10 [INFO] [TRAIN] epoch=35, iter=22830/40000, loss=0.4192, lr=0.004672, batch_cost=0.4905, reader_cost=0.0009 | ETA 02:20:22 2020-12-01 16:56:15 [INFO] [TRAIN] epoch=35, iter=22840/40000, loss=0.3827, lr=0.004669, batch_cost=0.4924, reader_cost=0.0003 | ETA 02:20:50 2020-12-01 16:56:20 [INFO] [TRAIN] epoch=35, iter=22850/40000, loss=0.4197, lr=0.004667, batch_cost=0.4882, reader_cost=0.0004 | ETA 02:19:32 2020-12-01 16:56:25 [INFO] [TRAIN] epoch=35, iter=22860/40000, loss=0.4975, lr=0.004664, batch_cost=0.4844, reader_cost=0.0007 | ETA 02:18:21 2020-12-01 16:56:30 [INFO] [TRAIN] epoch=35, iter=22870/40000, loss=0.3358, lr=0.004662, batch_cost=0.4890, reader_cost=0.0003 | ETA 02:19:37 2020-12-01 16:56:35 [INFO] [TRAIN] epoch=35, iter=22880/40000, loss=0.2904, lr=0.004659, batch_cost=0.4819, reader_cost=0.0003 | ETA 02:17:30 2020-12-01 16:56:39 [INFO] [TRAIN] epoch=35, iter=22890/40000, loss=0.3750, lr=0.004657, batch_cost=0.4843, reader_cost=0.0003 | ETA 02:18:05 2020-12-01 16:56:44 [INFO] [TRAIN] epoch=35, iter=22900/40000, loss=0.4602, lr=0.004654, batch_cost=0.4808, reader_cost=0.0006 | ETA 02:17:01 2020-12-01 16:56:49 [INFO] [TRAIN] epoch=35, iter=22910/40000, loss=0.4949, lr=0.004652, batch_cost=0.4817, reader_cost=0.0006 | ETA 02:17:12 2020-12-01 16:56:54 [INFO] [TRAIN] epoch=35, iter=22920/40000, loss=0.4635, lr=0.004650, batch_cost=0.4769, reader_cost=0.0003 | ETA 02:15:44 2020-12-01 16:56:59 [INFO] [TRAIN] epoch=35, iter=22930/40000, loss=0.5779, lr=0.004647, batch_cost=0.4850, reader_cost=0.0003 | ETA 02:17:59 2020-12-01 16:57:04 [INFO] [TRAIN] epoch=35, iter=22940/40000, loss=0.5035, lr=0.004645, batch_cost=0.4888, reader_cost=0.0003 | ETA 02:18:59 2020-12-01 16:57:08 [INFO] [TRAIN] epoch=35, iter=22950/40000, loss=0.4234, lr=0.004642, batch_cost=0.4844, reader_cost=0.0001 | ETA 02:17:39 2020-12-01 16:57:13 [INFO] [TRAIN] epoch=35, iter=22960/40000, loss=0.5811, lr=0.004640, batch_cost=0.4850, reader_cost=0.0001 | ETA 02:17:45 2020-12-01 16:57:18 [INFO] [TRAIN] epoch=35, iter=22970/40000, loss=0.4917, lr=0.004637, batch_cost=0.4835, reader_cost=0.0005 | ETA 02:17:14 2020-12-01 16:57:23 [INFO] [TRAIN] epoch=35, iter=22980/40000, loss=0.4340, lr=0.004635, batch_cost=0.4820, reader_cost=0.0007 | ETA 02:16:43 2020-12-01 16:57:28 [INFO] [TRAIN] epoch=35, iter=22990/40000, loss=0.4388, lr=0.004632, batch_cost=0.4808, reader_cost=0.0003 | ETA 02:16:17 2020-12-01 16:57:33 [INFO] [TRAIN] epoch=35, iter=23000/40000, loss=0.4398, lr=0.004630, batch_cost=0.4781, reader_cost=0.0003 | ETA 02:15:27 2020-12-01 16:57:37 [INFO] [TRAIN] epoch=35, iter=23010/40000, loss=0.4105, lr=0.004627, batch_cost=0.4913, reader_cost=0.0005 | ETA 02:19:07 2020-12-01 16:57:42 [INFO] [TRAIN] epoch=35, iter=23020/40000, loss=0.4803, lr=0.004625, batch_cost=0.4918, reader_cost=0.0003 | ETA 02:19:11 2020-12-01 16:57:47 [INFO] [TRAIN] epoch=35, iter=23030/40000, loss=0.3713, lr=0.004623, batch_cost=0.4836, reader_cost=0.0003 | ETA 02:16:47 2020-12-01 16:57:52 [INFO] [TRAIN] epoch=35, iter=23040/40000, loss=0.3814, lr=0.004620, batch_cost=0.4814, reader_cost=0.0001 | ETA 02:16:03 2020-12-01 16:57:57 [INFO] [TRAIN] epoch=35, iter=23050/40000, loss=0.5318, lr=0.004618, batch_cost=0.4883, reader_cost=0.0003 | ETA 02:17:56 2020-12-01 16:58:02 [INFO] [TRAIN] epoch=35, iter=23060/40000, loss=0.5449, lr=0.004615, batch_cost=0.4829, reader_cost=0.0006 | ETA 02:16:21 2020-12-01 16:58:07 [INFO] [TRAIN] epoch=35, iter=23070/40000, loss=0.3859, lr=0.004613, batch_cost=0.4814, reader_cost=0.0008 | ETA 02:15:49 2020-12-01 16:58:11 [INFO] [TRAIN] epoch=35, iter=23080/40000, loss=0.3887, lr=0.004610, batch_cost=0.4887, reader_cost=0.0003 | ETA 02:17:48 2020-12-01 16:58:16 [INFO] [TRAIN] epoch=35, iter=23090/40000, loss=0.4395, lr=0.004608, batch_cost=0.4801, reader_cost=0.0004 | ETA 02:15:18 2020-12-01 16:58:21 [INFO] [TRAIN] epoch=35, iter=23100/40000, loss=0.4251, lr=0.004605, batch_cost=0.4819, reader_cost=0.0003 | ETA 02:15:43 2020-12-01 16:58:26 [INFO] [TRAIN] epoch=35, iter=23110/40000, loss=0.4447, lr=0.004603, batch_cost=0.4905, reader_cost=0.0003 | ETA 02:18:03 2020-12-01 16:58:31 [INFO] [TRAIN] epoch=35, iter=23120/40000, loss=0.4907, lr=0.004600, batch_cost=0.4799, reader_cost=0.0001 | ETA 02:15:01 2020-12-01 16:58:36 [INFO] [TRAIN] epoch=35, iter=23130/40000, loss=0.3881, lr=0.004598, batch_cost=0.4782, reader_cost=0.0003 | ETA 02:14:27 2020-12-01 16:58:41 [INFO] [TRAIN] epoch=36, iter=23140/40000, loss=0.4028, lr=0.004596, batch_cost=0.5666, reader_cost=0.0607 | ETA 02:39:12 2020-12-01 16:58:46 [INFO] [TRAIN] epoch=36, iter=23150/40000, loss=0.3688, lr=0.004593, batch_cost=0.4808, reader_cost=0.0003 | ETA 02:15:01 2020-12-01 16:58:51 [INFO] [TRAIN] epoch=36, iter=23160/40000, loss=0.5878, lr=0.004591, batch_cost=0.4852, reader_cost=0.0002 | ETA 02:16:10 2020-12-01 16:58:56 [INFO] [TRAIN] epoch=36, iter=23170/40000, loss=0.4717, lr=0.004588, batch_cost=0.4908, reader_cost=0.0003 | ETA 02:17:39 2020-12-01 16:59:01 [INFO] [TRAIN] epoch=36, iter=23180/40000, loss=0.2965, lr=0.004586, batch_cost=0.4843, reader_cost=0.0003 | ETA 02:15:46 2020-12-01 16:59:06 [INFO] [TRAIN] epoch=36, iter=23190/40000, loss=0.4559, lr=0.004583, batch_cost=0.4965, reader_cost=0.0003 | ETA 02:19:06 2020-12-01 16:59:11 [INFO] [TRAIN] epoch=36, iter=23200/40000, loss=0.4694, lr=0.004581, batch_cost=0.4919, reader_cost=0.0001 | ETA 02:17:43 2020-12-01 16:59:15 [INFO] [TRAIN] epoch=36, iter=23210/40000, loss=0.3426, lr=0.004578, batch_cost=0.4885, reader_cost=0.0001 | ETA 02:16:42 2020-12-01 16:59:20 [INFO] [TRAIN] epoch=36, iter=23220/40000, loss=0.3059, lr=0.004576, batch_cost=0.4907, reader_cost=0.0016 | ETA 02:17:14 2020-12-01 16:59:25 [INFO] [TRAIN] epoch=36, iter=23230/40000, loss=0.3818, lr=0.004574, batch_cost=0.4860, reader_cost=0.0003 | ETA 02:15:50 2020-12-01 16:59:30 [INFO] [TRAIN] epoch=36, iter=23240/40000, loss=0.5135, lr=0.004571, batch_cost=0.4838, reader_cost=0.0003 | ETA 02:15:07 2020-12-01 16:59:35 [INFO] [TRAIN] epoch=36, iter=23250/40000, loss=0.5127, lr=0.004569, batch_cost=0.4934, reader_cost=0.0003 | ETA 02:17:44 2020-12-01 16:59:40 [INFO] [TRAIN] epoch=36, iter=23260/40000, loss=0.4159, lr=0.004566, batch_cost=0.4949, reader_cost=0.0003 | ETA 02:18:05 2020-12-01 16:59:45 [INFO] [TRAIN] epoch=36, iter=23270/40000, loss=0.4363, lr=0.004564, batch_cost=0.4959, reader_cost=0.0003 | ETA 02:18:16 2020-12-01 16:59:50 [INFO] [TRAIN] epoch=36, iter=23280/40000, loss=0.3842, lr=0.004561, batch_cost=0.4957, reader_cost=0.0003 | ETA 02:18:08 2020-12-01 16:59:55 [INFO] [TRAIN] epoch=36, iter=23290/40000, loss=0.5942, lr=0.004559, batch_cost=0.5035, reader_cost=0.0001 | ETA 02:20:12 2020-12-01 17:00:00 [INFO] [TRAIN] epoch=36, iter=23300/40000, loss=0.3615, lr=0.004556, batch_cost=0.4932, reader_cost=0.0010 | ETA 02:17:15 2020-12-01 17:00:05 [INFO] [TRAIN] epoch=36, iter=23310/40000, loss=0.4437, lr=0.004554, batch_cost=0.4994, reader_cost=0.0005 | ETA 02:18:54 2020-12-01 17:00:10 [INFO] [TRAIN] epoch=36, iter=23320/40000, loss=0.3313, lr=0.004551, batch_cost=0.4906, reader_cost=0.0009 | ETA 02:16:22 2020-12-01 17:00:15 [INFO] [TRAIN] epoch=36, iter=23330/40000, loss=0.3631, lr=0.004549, batch_cost=0.4856, reader_cost=0.0005 | ETA 02:14:54 2020-12-01 17:00:19 [INFO] [TRAIN] epoch=36, iter=23340/40000, loss=0.4629, lr=0.004546, batch_cost=0.4891, reader_cost=0.0003 | ETA 02:15:48 2020-12-01 17:00:24 [INFO] [TRAIN] epoch=36, iter=23350/40000, loss=0.3842, lr=0.004544, batch_cost=0.4905, reader_cost=0.0001 | ETA 02:16:06 2020-12-01 17:00:29 [INFO] [TRAIN] epoch=36, iter=23360/40000, loss=0.5166, lr=0.004542, batch_cost=0.4925, reader_cost=0.0003 | ETA 02:16:34 2020-12-01 17:00:34 [INFO] [TRAIN] epoch=36, iter=23370/40000, loss=0.3394, lr=0.004539, batch_cost=0.4917, reader_cost=0.0001 | ETA 02:16:17 2020-12-01 17:00:39 [INFO] [TRAIN] epoch=36, iter=23380/40000, loss=0.3979, lr=0.004537, batch_cost=0.4932, reader_cost=0.0005 | ETA 02:16:37 2020-12-01 17:00:44 [INFO] [TRAIN] epoch=36, iter=23390/40000, loss=0.3175, lr=0.004534, batch_cost=0.4877, reader_cost=0.0005 | ETA 02:15:00 2020-12-01 17:00:49 [INFO] [TRAIN] epoch=36, iter=23400/40000, loss=0.3554, lr=0.004532, batch_cost=0.4840, reader_cost=0.0003 | ETA 02:13:53 2020-12-01 17:00:54 [INFO] [TRAIN] epoch=36, iter=23410/40000, loss=0.4068, lr=0.004529, batch_cost=0.4835, reader_cost=0.0003 | ETA 02:13:40 2020-12-01 17:00:58 [INFO] [TRAIN] epoch=36, iter=23420/40000, loss=0.5309, lr=0.004527, batch_cost=0.4826, reader_cost=0.0003 | ETA 02:13:21 2020-12-01 17:01:03 [INFO] [TRAIN] epoch=36, iter=23430/40000, loss=0.3415, lr=0.004524, batch_cost=0.4946, reader_cost=0.0001 | ETA 02:16:35 2020-12-01 17:01:08 [INFO] [TRAIN] epoch=36, iter=23440/40000, loss=0.4660, lr=0.004522, batch_cost=0.4881, reader_cost=0.0001 | ETA 02:14:43 2020-12-01 17:01:13 [INFO] [TRAIN] epoch=36, iter=23450/40000, loss=0.5667, lr=0.004519, batch_cost=0.4856, reader_cost=0.0003 | ETA 02:13:56 2020-12-01 17:01:18 [INFO] [TRAIN] epoch=36, iter=23460/40000, loss=0.3802, lr=0.004517, batch_cost=0.4898, reader_cost=0.0002 | ETA 02:15:01 2020-12-01 17:01:23 [INFO] [TRAIN] epoch=36, iter=23470/40000, loss=0.4149, lr=0.004515, batch_cost=0.4898, reader_cost=0.0008 | ETA 02:14:56 2020-12-01 17:01:28 [INFO] [TRAIN] epoch=36, iter=23480/40000, loss=0.4182, lr=0.004512, batch_cost=0.4936, reader_cost=0.0003 | ETA 02:15:54 2020-12-01 17:01:33 [INFO] [TRAIN] epoch=36, iter=23490/40000, loss=0.4350, lr=0.004510, batch_cost=0.4881, reader_cost=0.0006 | ETA 02:14:18 2020-12-01 17:01:38 [INFO] [TRAIN] epoch=36, iter=23500/40000, loss=0.4605, lr=0.004507, batch_cost=0.4927, reader_cost=0.0001 | ETA 02:15:28 2020-12-01 17:01:43 [INFO] [TRAIN] epoch=36, iter=23510/40000, loss=0.4940, lr=0.004505, batch_cost=0.4916, reader_cost=0.0001 | ETA 02:15:07 2020-12-01 17:01:47 [INFO] [TRAIN] epoch=36, iter=23520/40000, loss=0.4794, lr=0.004502, batch_cost=0.4875, reader_cost=0.0001 | ETA 02:13:53 2020-12-01 17:01:52 [INFO] [TRAIN] epoch=36, iter=23530/40000, loss=0.3734, lr=0.004500, batch_cost=0.4889, reader_cost=0.0001 | ETA 02:14:11 2020-12-01 17:01:57 [INFO] [TRAIN] epoch=36, iter=23540/40000, loss=0.3434, lr=0.004497, batch_cost=0.4972, reader_cost=0.0004 | ETA 02:16:24 2020-12-01 17:02:02 [INFO] [TRAIN] epoch=36, iter=23550/40000, loss=0.4274, lr=0.004495, batch_cost=0.5005, reader_cost=0.0008 | ETA 02:17:12 2020-12-01 17:02:07 [INFO] [TRAIN] epoch=36, iter=23560/40000, loss=0.4035, lr=0.004492, batch_cost=0.4878, reader_cost=0.0013 | ETA 02:13:39 2020-12-01 17:02:12 [INFO] [TRAIN] epoch=36, iter=23570/40000, loss=0.3871, lr=0.004490, batch_cost=0.5003, reader_cost=0.0006 | ETA 02:16:59 2020-12-01 17:02:17 [INFO] [TRAIN] epoch=36, iter=23580/40000, loss=0.3931, lr=0.004488, batch_cost=0.4923, reader_cost=0.0013 | ETA 02:14:43 2020-12-01 17:02:22 [INFO] [TRAIN] epoch=36, iter=23590/40000, loss=0.5027, lr=0.004485, batch_cost=0.4892, reader_cost=0.0012 | ETA 02:13:47 2020-12-01 17:02:27 [INFO] [TRAIN] epoch=36, iter=23600/40000, loss=0.5167, lr=0.004483, batch_cost=0.4937, reader_cost=0.0013 | ETA 02:14:56 2020-12-01 17:02:32 [INFO] [TRAIN] epoch=36, iter=23610/40000, loss=0.7437, lr=0.004480, batch_cost=0.4972, reader_cost=0.0004 | ETA 02:15:48 2020-12-01 17:02:37 [INFO] [TRAIN] epoch=36, iter=23620/40000, loss=0.5420, lr=0.004478, batch_cost=0.4853, reader_cost=0.0009 | ETA 02:12:29 2020-12-01 17:02:42 [INFO] [TRAIN] epoch=36, iter=23630/40000, loss=0.4267, lr=0.004475, batch_cost=0.4831, reader_cost=0.0004 | ETA 02:11:47 2020-12-01 17:02:47 [INFO] [TRAIN] epoch=36, iter=23640/40000, loss=0.4263, lr=0.004473, batch_cost=0.4869, reader_cost=0.0010 | ETA 02:12:45 2020-12-01 17:02:51 [INFO] [TRAIN] epoch=36, iter=23650/40000, loss=0.6061, lr=0.004470, batch_cost=0.4878, reader_cost=0.0003 | ETA 02:12:55 2020-12-01 17:02:56 [INFO] [TRAIN] epoch=36, iter=23660/40000, loss=0.5192, lr=0.004468, batch_cost=0.4833, reader_cost=0.0003 | ETA 02:11:37 2020-12-01 17:03:01 [INFO] [TRAIN] epoch=36, iter=23670/40000, loss=0.4656, lr=0.004465, batch_cost=0.4932, reader_cost=0.0009 | ETA 02:14:14 2020-12-01 17:03:06 [INFO] [TRAIN] epoch=36, iter=23680/40000, loss=0.5199, lr=0.004463, batch_cost=0.4884, reader_cost=0.0015 | ETA 02:12:51 2020-12-01 17:03:11 [INFO] [TRAIN] epoch=36, iter=23690/40000, loss=0.4332, lr=0.004460, batch_cost=0.4883, reader_cost=0.0005 | ETA 02:12:43 2020-12-01 17:03:16 [INFO] [TRAIN] epoch=36, iter=23700/40000, loss=0.4202, lr=0.004458, batch_cost=0.5093, reader_cost=0.0020 | ETA 02:18:22 2020-12-01 17:03:21 [INFO] [TRAIN] epoch=36, iter=23710/40000, loss=0.5400, lr=0.004456, batch_cost=0.4957, reader_cost=0.0015 | ETA 02:14:35 2020-12-01 17:03:26 [INFO] [TRAIN] epoch=36, iter=23720/40000, loss=0.5441, lr=0.004453, batch_cost=0.4904, reader_cost=0.0012 | ETA 02:13:03 2020-12-01 17:03:31 [INFO] [TRAIN] epoch=36, iter=23730/40000, loss=0.5786, lr=0.004451, batch_cost=0.4856, reader_cost=0.0008 | ETA 02:11:40 2020-12-01 17:03:36 [INFO] [TRAIN] epoch=36, iter=23740/40000, loss=0.4059, lr=0.004448, batch_cost=0.4946, reader_cost=0.0007 | ETA 02:14:01 2020-12-01 17:03:41 [INFO] [TRAIN] epoch=36, iter=23750/40000, loss=0.5638, lr=0.004446, batch_cost=0.5021, reader_cost=0.0006 | ETA 02:15:58 2020-12-01 17:03:46 [INFO] [TRAIN] epoch=36, iter=23760/40000, loss=0.5112, lr=0.004443, batch_cost=0.4924, reader_cost=0.0003 | ETA 02:13:16 2020-12-01 17:03:51 [INFO] [TRAIN] epoch=36, iter=23770/40000, loss=0.4943, lr=0.004441, batch_cost=0.4944, reader_cost=0.0002 | ETA 02:13:43 2020-12-01 17:03:56 [INFO] [TRAIN] epoch=36, iter=23780/40000, loss=0.3665, lr=0.004438, batch_cost=0.4930, reader_cost=0.0004 | ETA 02:13:16 2020-12-01 17:04:00 [INFO] [TRAIN] epoch=36, iter=23790/40000, loss=0.4457, lr=0.004436, batch_cost=0.4891, reader_cost=0.0007 | ETA 02:12:07 2020-12-01 17:04:06 [INFO] [TRAIN] epoch=37, iter=23800/40000, loss=0.2806, lr=0.004433, batch_cost=0.5670, reader_cost=0.0630 | ETA 02:33:05 2020-12-01 17:04:11 [INFO] [TRAIN] epoch=37, iter=23810/40000, loss=0.4554, lr=0.004431, batch_cost=0.4877, reader_cost=0.0005 | ETA 02:11:35 2020-12-01 17:04:16 [INFO] [TRAIN] epoch=37, iter=23820/40000, loss=0.3669, lr=0.004428, batch_cost=0.4912, reader_cost=0.0008 | ETA 02:12:27 2020-12-01 17:04:21 [INFO] [TRAIN] epoch=37, iter=23830/40000, loss=0.4056, lr=0.004426, batch_cost=0.4986, reader_cost=0.0019 | ETA 02:14:22 2020-12-01 17:04:26 [INFO] [TRAIN] epoch=37, iter=23840/40000, loss=0.4686, lr=0.004424, batch_cost=0.4993, reader_cost=0.0012 | ETA 02:14:28 2020-12-01 17:04:31 [INFO] [TRAIN] epoch=37, iter=23850/40000, loss=0.4068, lr=0.004421, batch_cost=0.5020, reader_cost=0.0009 | ETA 02:15:06 2020-12-01 17:04:36 [INFO] [TRAIN] epoch=37, iter=23860/40000, loss=0.4499, lr=0.004419, batch_cost=0.4942, reader_cost=0.0006 | ETA 02:12:56 2020-12-01 17:04:41 [INFO] [TRAIN] epoch=37, iter=23870/40000, loss=0.4135, lr=0.004416, batch_cost=0.4892, reader_cost=0.0009 | ETA 02:11:31 2020-12-01 17:04:46 [INFO] [TRAIN] epoch=37, iter=23880/40000, loss=0.3430, lr=0.004414, batch_cost=0.4983, reader_cost=0.0014 | ETA 02:13:52 2020-12-01 17:04:51 [INFO] [TRAIN] epoch=37, iter=23890/40000, loss=0.4817, lr=0.004411, batch_cost=0.4896, reader_cost=0.0011 | ETA 02:11:27 2020-12-01 17:04:55 [INFO] [TRAIN] epoch=37, iter=23900/40000, loss=0.3891, lr=0.004409, batch_cost=0.4896, reader_cost=0.0012 | ETA 02:11:22 2020-12-01 17:05:00 [INFO] [TRAIN] epoch=37, iter=23910/40000, loss=0.4446, lr=0.004406, batch_cost=0.4913, reader_cost=0.0017 | ETA 02:11:45 2020-12-01 17:05:05 [INFO] [TRAIN] epoch=37, iter=23920/40000, loss=0.2675, lr=0.004404, batch_cost=0.4905, reader_cost=0.0014 | ETA 02:11:26 2020-12-01 17:05:10 [INFO] [TRAIN] epoch=37, iter=23930/40000, loss=0.3354, lr=0.004401, batch_cost=0.4926, reader_cost=0.0021 | ETA 02:11:55 2020-12-01 17:05:15 [INFO] [TRAIN] epoch=37, iter=23940/40000, loss=0.3919, lr=0.004399, batch_cost=0.4985, reader_cost=0.0012 | ETA 02:13:26 2020-12-01 17:05:20 [INFO] [TRAIN] epoch=37, iter=23950/40000, loss=0.4476, lr=0.004396, batch_cost=0.4927, reader_cost=0.0005 | ETA 02:11:48 2020-12-01 17:05:25 [INFO] [TRAIN] epoch=37, iter=23960/40000, loss=0.3346, lr=0.004394, batch_cost=0.5018, reader_cost=0.0017 | ETA 02:14:08 2020-12-01 17:05:30 [INFO] [TRAIN] epoch=37, iter=23970/40000, loss=0.4916, lr=0.004391, batch_cost=0.4900, reader_cost=0.0015 | ETA 02:10:54 2020-12-01 17:05:35 [INFO] [TRAIN] epoch=37, iter=23980/40000, loss=0.3954, lr=0.004389, batch_cost=0.4986, reader_cost=0.0009 | ETA 02:13:06 2020-12-01 17:05:40 [INFO] [TRAIN] epoch=37, iter=23990/40000, loss=0.3819, lr=0.004387, batch_cost=0.5002, reader_cost=0.0008 | ETA 02:13:28 2020-12-01 17:05:45 [INFO] [TRAIN] epoch=37, iter=24000/40000, loss=0.3765, lr=0.004384, batch_cost=0.4918, reader_cost=0.0010 | ETA 02:11:08 2020-12-01 17:05:50 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 17:07:50 [INFO] [EVAL] #Images=1449 mIoU=0.7743 Acc=0.9478 Kappa=0.8840 2020-12-01 17:07:50 [INFO] [EVAL] Class IoU: [0.9408 0.9008 0.4168 0.9084 0.6994 0.7343 0.9388 0.8697 0.8934 0.3874 0.9072 0.5912 0.8343 0.8877 0.8513 0.8589 0.6238 0.9139 0.48 0.885 0.7368] 2020-12-01 17:07:50 [INFO] [EVAL] Class Acc: [0.9631 0.9297 0.4384 0.9517 0.8184 0.9091 0.9746 0.9143 0.9391 0.6685 0.9614 0.8665 0.9147 0.9378 0.923 0.9513 0.8319 0.9698 0.7194 0.945 0.8986] 2020-12-01 17:07:52 [INFO] [EVAL] The model with the best validation mIoU (0.7743) was saved at iter 24000. 2020-12-01 17:07:57 [INFO] [TRAIN] epoch=37, iter=24010/40000, loss=0.4127, lr=0.004382, batch_cost=0.4860, reader_cost=0.0011 | ETA 02:09:31 2020-12-01 17:08:02 [INFO] [TRAIN] epoch=37, iter=24020/40000, loss=0.3731, lr=0.004379, batch_cost=0.4872, reader_cost=0.0010 | ETA 02:09:45 2020-12-01 17:08:07 [INFO] [TRAIN] epoch=37, iter=24030/40000, loss=0.3914, lr=0.004377, batch_cost=0.4852, reader_cost=0.0003 | ETA 02:09:09 2020-12-01 17:08:12 [INFO] [TRAIN] epoch=37, iter=24040/40000, loss=0.3690, lr=0.004374, batch_cost=0.4836, reader_cost=0.0013 | ETA 02:08:38 2020-12-01 17:08:17 [INFO] [TRAIN] epoch=37, iter=24050/40000, loss=0.4556, lr=0.004372, batch_cost=0.4787, reader_cost=0.0003 | ETA 02:07:15 2020-12-01 17:08:21 [INFO] [TRAIN] epoch=37, iter=24060/40000, loss=0.2883, lr=0.004369, batch_cost=0.4842, reader_cost=0.0001 | ETA 02:08:37 2020-12-01 17:08:26 [INFO] [TRAIN] epoch=37, iter=24070/40000, loss=0.4928, lr=0.004367, batch_cost=0.4880, reader_cost=0.0001 | ETA 02:09:33 2020-12-01 17:08:31 [INFO] [TRAIN] epoch=37, iter=24080/40000, loss=0.3793, lr=0.004364, batch_cost=0.4813, reader_cost=0.0004 | ETA 02:07:42 2020-12-01 17:08:36 [INFO] [TRAIN] epoch=37, iter=24090/40000, loss=0.4124, lr=0.004362, batch_cost=0.4801, reader_cost=0.0004 | ETA 02:07:17 2020-12-01 17:08:41 [INFO] [TRAIN] epoch=37, iter=24100/40000, loss=0.5373, lr=0.004359, batch_cost=0.4833, reader_cost=0.0005 | ETA 02:08:04 2020-12-01 17:08:46 [INFO] [TRAIN] epoch=37, iter=24110/40000, loss=0.4159, lr=0.004357, batch_cost=0.4899, reader_cost=0.0002 | ETA 02:09:43 2020-12-01 17:08:50 [INFO] [TRAIN] epoch=37, iter=24120/40000, loss=0.4210, lr=0.004354, batch_cost=0.4811, reader_cost=0.0003 | ETA 02:07:19 2020-12-01 17:08:55 [INFO] [TRAIN] epoch=37, iter=24130/40000, loss=0.4198, lr=0.004352, batch_cost=0.4927, reader_cost=0.0001 | ETA 02:10:19 2020-12-01 17:09:00 [INFO] [TRAIN] epoch=37, iter=24140/40000, loss=0.6459, lr=0.004350, batch_cost=0.4871, reader_cost=0.0001 | ETA 02:08:44 2020-12-01 17:09:05 [INFO] [TRAIN] epoch=37, iter=24150/40000, loss=0.3811, lr=0.004347, batch_cost=0.4864, reader_cost=0.0003 | ETA 02:08:29 2020-12-01 17:09:10 [INFO] [TRAIN] epoch=37, iter=24160/40000, loss=0.4079, lr=0.004345, batch_cost=0.4917, reader_cost=0.0008 | ETA 02:09:48 2020-12-01 17:09:15 [INFO] [TRAIN] epoch=37, iter=24170/40000, loss=0.4158, lr=0.004342, batch_cost=0.4872, reader_cost=0.0005 | ETA 02:08:32 2020-12-01 17:09:20 [INFO] [TRAIN] epoch=37, iter=24180/40000, loss=0.4422, lr=0.004340, batch_cost=0.4965, reader_cost=0.0010 | ETA 02:10:54 2020-12-01 17:09:25 [INFO] [TRAIN] epoch=37, iter=24190/40000, loss=0.4731, lr=0.004337, batch_cost=0.4884, reader_cost=0.0016 | ETA 02:08:40 2020-12-01 17:09:30 [INFO] [TRAIN] epoch=37, iter=24200/40000, loss=0.4101, lr=0.004335, batch_cost=0.4888, reader_cost=0.0012 | ETA 02:08:42 2020-12-01 17:09:35 [INFO] [TRAIN] epoch=37, iter=24210/40000, loss=0.4395, lr=0.004332, batch_cost=0.4891, reader_cost=0.0012 | ETA 02:08:43 2020-12-01 17:09:39 [INFO] [TRAIN] epoch=37, iter=24220/40000, loss=0.4801, lr=0.004330, batch_cost=0.4950, reader_cost=0.0004 | ETA 02:10:10 2020-12-01 17:09:44 [INFO] [TRAIN] epoch=37, iter=24230/40000, loss=0.5224, lr=0.004327, batch_cost=0.4928, reader_cost=0.0013 | ETA 02:09:31 2020-12-01 17:09:49 [INFO] [TRAIN] epoch=37, iter=24240/40000, loss=0.4908, lr=0.004325, batch_cost=0.4969, reader_cost=0.0003 | ETA 02:10:30 2020-12-01 17:09:54 [INFO] [TRAIN] epoch=37, iter=24250/40000, loss=0.3281, lr=0.004322, batch_cost=0.4936, reader_cost=0.0007 | ETA 02:09:33 2020-12-01 17:09:59 [INFO] [TRAIN] epoch=37, iter=24260/40000, loss=0.3721, lr=0.004320, batch_cost=0.4925, reader_cost=0.0010 | ETA 02:09:11 2020-12-01 17:10:04 [INFO] [TRAIN] epoch=37, iter=24270/40000, loss=0.3594, lr=0.004317, batch_cost=0.4908, reader_cost=0.0003 | ETA 02:08:40 2020-12-01 17:10:09 [INFO] [TRAIN] epoch=37, iter=24280/40000, loss=0.4264, lr=0.004315, batch_cost=0.4946, reader_cost=0.0003 | ETA 02:09:34 2020-12-01 17:10:14 [INFO] [TRAIN] epoch=37, iter=24290/40000, loss=0.4234, lr=0.004313, batch_cost=0.4908, reader_cost=0.0006 | ETA 02:08:30 2020-12-01 17:10:19 [INFO] [TRAIN] epoch=37, iter=24300/40000, loss=0.6498, lr=0.004310, batch_cost=0.4936, reader_cost=0.0011 | ETA 02:09:09 2020-12-01 17:10:24 [INFO] [TRAIN] epoch=37, iter=24310/40000, loss=0.4426, lr=0.004308, batch_cost=0.4968, reader_cost=0.0006 | ETA 02:09:54 2020-12-01 17:10:29 [INFO] [TRAIN] epoch=37, iter=24320/40000, loss=0.4512, lr=0.004305, batch_cost=0.5011, reader_cost=0.0003 | ETA 02:10:56 2020-12-01 17:10:34 [INFO] [TRAIN] epoch=37, iter=24330/40000, loss=0.3838, lr=0.004303, batch_cost=0.4943, reader_cost=0.0003 | ETA 02:09:04 2020-12-01 17:10:39 [INFO] [TRAIN] epoch=37, iter=24340/40000, loss=0.5412, lr=0.004300, batch_cost=0.4913, reader_cost=0.0003 | ETA 02:08:13 2020-12-01 17:10:44 [INFO] [TRAIN] epoch=37, iter=24350/40000, loss=0.3281, lr=0.004298, batch_cost=0.4871, reader_cost=0.0002 | ETA 02:07:02 2020-12-01 17:10:49 [INFO] [TRAIN] epoch=37, iter=24360/40000, loss=0.4192, lr=0.004295, batch_cost=0.4954, reader_cost=0.0011 | ETA 02:09:07 2020-12-01 17:10:54 [INFO] [TRAIN] epoch=37, iter=24370/40000, loss=0.4095, lr=0.004293, batch_cost=0.4947, reader_cost=0.0008 | ETA 02:08:51 2020-12-01 17:10:58 [INFO] [TRAIN] epoch=37, iter=24380/40000, loss=0.6843, lr=0.004290, batch_cost=0.4932, reader_cost=0.0005 | ETA 02:08:24 2020-12-01 17:11:03 [INFO] [TRAIN] epoch=37, iter=24390/40000, loss=0.5072, lr=0.004288, batch_cost=0.4925, reader_cost=0.0003 | ETA 02:08:07 2020-12-01 17:11:08 [INFO] [TRAIN] epoch=37, iter=24400/40000, loss=0.5222, lr=0.004285, batch_cost=0.4951, reader_cost=0.0005 | ETA 02:08:42 2020-12-01 17:11:13 [INFO] [TRAIN] epoch=37, iter=24410/40000, loss=0.4016, lr=0.004283, batch_cost=0.4923, reader_cost=0.0017 | ETA 02:07:54 2020-12-01 17:11:18 [INFO] [TRAIN] epoch=37, iter=24420/40000, loss=0.6177, lr=0.004280, batch_cost=0.4913, reader_cost=0.0012 | ETA 02:07:34 2020-12-01 17:11:23 [INFO] [TRAIN] epoch=37, iter=24430/40000, loss=0.3715, lr=0.004278, batch_cost=0.4911, reader_cost=0.0013 | ETA 02:07:27 2020-12-01 17:11:28 [INFO] [TRAIN] epoch=37, iter=24440/40000, loss=0.4777, lr=0.004275, batch_cost=0.4961, reader_cost=0.0012 | ETA 02:08:39 2020-12-01 17:11:33 [INFO] [TRAIN] epoch=37, iter=24450/40000, loss=0.3600, lr=0.004273, batch_cost=0.4818, reader_cost=0.0014 | ETA 02:04:51 2020-12-01 17:11:38 [INFO] [TRAIN] epoch=38, iter=24460/40000, loss=0.4860, lr=0.004270, batch_cost=0.5639, reader_cost=0.0542 | ETA 02:26:03 2020-12-01 17:11:43 [INFO] [TRAIN] epoch=38, iter=24470/40000, loss=0.3387, lr=0.004268, batch_cost=0.4775, reader_cost=0.0011 | ETA 02:03:35 2020-12-01 17:11:48 [INFO] [TRAIN] epoch=38, iter=24480/40000, loss=0.4825, lr=0.004266, batch_cost=0.4783, reader_cost=0.0006 | ETA 02:03:43 2020-12-01 17:11:53 [INFO] [TRAIN] epoch=38, iter=24490/40000, loss=0.3947, lr=0.004263, batch_cost=0.4936, reader_cost=0.0023 | ETA 02:07:36 2020-12-01 17:11:58 [INFO] [TRAIN] epoch=38, iter=24500/40000, loss=0.3926, lr=0.004261, batch_cost=0.4938, reader_cost=0.0010 | ETA 02:07:33 2020-12-01 17:12:03 [INFO] [TRAIN] epoch=38, iter=24510/40000, loss=0.5384, lr=0.004258, batch_cost=0.4971, reader_cost=0.0008 | ETA 02:08:20 2020-12-01 17:12:08 [INFO] [TRAIN] epoch=38, iter=24520/40000, loss=0.3203, lr=0.004256, batch_cost=0.4951, reader_cost=0.0006 | ETA 02:07:43 2020-12-01 17:12:13 [INFO] [TRAIN] epoch=38, iter=24530/40000, loss=0.3803, lr=0.004253, batch_cost=0.4865, reader_cost=0.0006 | ETA 02:05:26 2020-12-01 17:12:18 [INFO] [TRAIN] epoch=38, iter=24540/40000, loss=0.5296, lr=0.004251, batch_cost=0.4917, reader_cost=0.0006 | ETA 02:06:41 2020-12-01 17:12:23 [INFO] [TRAIN] epoch=38, iter=24550/40000, loss=0.3487, lr=0.004248, batch_cost=0.4899, reader_cost=0.0003 | ETA 02:06:09 2020-12-01 17:12:27 [INFO] [TRAIN] epoch=38, iter=24560/40000, loss=0.3967, lr=0.004246, batch_cost=0.4898, reader_cost=0.0004 | ETA 02:06:01 2020-12-01 17:12:32 [INFO] [TRAIN] epoch=38, iter=24570/40000, loss=0.2952, lr=0.004243, batch_cost=0.4899, reader_cost=0.0005 | ETA 02:05:59 2020-12-01 17:12:37 [INFO] [TRAIN] epoch=38, iter=24580/40000, loss=0.4722, lr=0.004241, batch_cost=0.4929, reader_cost=0.0002 | ETA 02:06:40 2020-12-01 17:12:42 [INFO] [TRAIN] epoch=38, iter=24590/40000, loss=0.4514, lr=0.004238, batch_cost=0.4930, reader_cost=0.0004 | ETA 02:06:37 2020-12-01 17:12:47 [INFO] [TRAIN] epoch=38, iter=24600/40000, loss=0.3686, lr=0.004236, batch_cost=0.4942, reader_cost=0.0009 | ETA 02:06:50 2020-12-01 17:12:52 [INFO] [TRAIN] epoch=38, iter=24610/40000, loss=0.3409, lr=0.004233, batch_cost=0.4911, reader_cost=0.0009 | ETA 02:05:58 2020-12-01 17:12:57 [INFO] [TRAIN] epoch=38, iter=24620/40000, loss=0.3788, lr=0.004231, batch_cost=0.4885, reader_cost=0.0008 | ETA 02:05:13 2020-12-01 17:13:02 [INFO] [TRAIN] epoch=38, iter=24630/40000, loss=0.4332, lr=0.004228, batch_cost=0.4913, reader_cost=0.0027 | ETA 02:05:51 2020-12-01 17:13:07 [INFO] [TRAIN] epoch=38, iter=24640/40000, loss=0.4036, lr=0.004226, batch_cost=0.4940, reader_cost=0.0002 | ETA 02:06:28 2020-12-01 17:13:12 [INFO] [TRAIN] epoch=38, iter=24650/40000, loss=0.4292, lr=0.004223, batch_cost=0.4877, reader_cost=0.0017 | ETA 02:04:45 2020-12-01 17:13:17 [INFO] [TRAIN] epoch=38, iter=24660/40000, loss=0.3726, lr=0.004221, batch_cost=0.4923, reader_cost=0.0006 | ETA 02:05:51 2020-12-01 17:13:21 [INFO] [TRAIN] epoch=38, iter=24670/40000, loss=0.4454, lr=0.004219, batch_cost=0.4884, reader_cost=0.0005 | ETA 02:04:46 2020-12-01 17:13:26 [INFO] [TRAIN] epoch=38, iter=24680/40000, loss=0.3311, lr=0.004216, batch_cost=0.4962, reader_cost=0.0004 | ETA 02:06:41 2020-12-01 17:13:31 [INFO] [TRAIN] epoch=38, iter=24690/40000, loss=0.3181, lr=0.004214, batch_cost=0.4959, reader_cost=0.0004 | ETA 02:06:31 2020-12-01 17:13:36 [INFO] [TRAIN] epoch=38, iter=24700/40000, loss=0.3736, lr=0.004211, batch_cost=0.4959, reader_cost=0.0003 | ETA 02:06:26 2020-12-01 17:13:41 [INFO] [TRAIN] epoch=38, iter=24710/40000, loss=0.3126, lr=0.004209, batch_cost=0.4916, reader_cost=0.0001 | ETA 02:05:17 2020-12-01 17:13:46 [INFO] [TRAIN] epoch=38, iter=24720/40000, loss=0.3540, lr=0.004206, batch_cost=0.4903, reader_cost=0.0007 | ETA 02:04:51 2020-12-01 17:13:51 [INFO] [TRAIN] epoch=38, iter=24730/40000, loss=0.3187, lr=0.004204, batch_cost=0.5008, reader_cost=0.0003 | ETA 02:07:27 2020-12-01 17:13:56 [INFO] [TRAIN] epoch=38, iter=24740/40000, loss=0.3405, lr=0.004201, batch_cost=0.4919, reader_cost=0.0005 | ETA 02:05:07 2020-12-01 17:14:01 [INFO] [TRAIN] epoch=38, iter=24750/40000, loss=0.5041, lr=0.004199, batch_cost=0.4965, reader_cost=0.0003 | ETA 02:06:10 2020-12-01 17:14:06 [INFO] [TRAIN] epoch=38, iter=24760/40000, loss=0.4741, lr=0.004196, batch_cost=0.4891, reader_cost=0.0001 | ETA 02:04:14 2020-12-01 17:14:11 [INFO] [TRAIN] epoch=38, iter=24770/40000, loss=0.3460, lr=0.004194, batch_cost=0.4985, reader_cost=0.0003 | ETA 02:06:31 2020-12-01 17:14:16 [INFO] [TRAIN] epoch=38, iter=24780/40000, loss=0.3837, lr=0.004191, batch_cost=0.4890, reader_cost=0.0003 | ETA 02:04:02 2020-12-01 17:14:21 [INFO] [TRAIN] epoch=38, iter=24790/40000, loss=0.3667, lr=0.004189, batch_cost=0.4911, reader_cost=0.0004 | ETA 02:04:29 2020-12-01 17:14:26 [INFO] [TRAIN] epoch=38, iter=24800/40000, loss=0.3910, lr=0.004186, batch_cost=0.4966, reader_cost=0.0005 | ETA 02:05:48 2020-12-01 17:14:31 [INFO] [TRAIN] epoch=38, iter=24810/40000, loss=0.3382, lr=0.004184, batch_cost=0.4943, reader_cost=0.0005 | ETA 02:05:08 2020-12-01 17:14:36 [INFO] [TRAIN] epoch=38, iter=24820/40000, loss=0.3987, lr=0.004181, batch_cost=0.4929, reader_cost=0.0003 | ETA 02:04:42 2020-12-01 17:14:41 [INFO] [TRAIN] epoch=38, iter=24830/40000, loss=0.3131, lr=0.004179, batch_cost=0.4940, reader_cost=0.0005 | ETA 02:04:54 2020-12-01 17:14:45 [INFO] [TRAIN] epoch=38, iter=24840/40000, loss=0.3423, lr=0.004176, batch_cost=0.4969, reader_cost=0.0003 | ETA 02:05:33 2020-12-01 17:14:50 [INFO] [TRAIN] epoch=38, iter=24850/40000, loss=0.3364, lr=0.004174, batch_cost=0.4989, reader_cost=0.0002 | ETA 02:05:57 2020-12-01 17:14:55 [INFO] [TRAIN] epoch=38, iter=24860/40000, loss=0.3506, lr=0.004171, batch_cost=0.4868, reader_cost=0.0001 | ETA 02:02:50 2020-12-01 17:15:00 [INFO] [TRAIN] epoch=38, iter=24870/40000, loss=0.4957, lr=0.004169, batch_cost=0.4947, reader_cost=0.0003 | ETA 02:04:44 2020-12-01 17:15:05 [INFO] [TRAIN] epoch=38, iter=24880/40000, loss=0.3812, lr=0.004166, batch_cost=0.4942, reader_cost=0.0005 | ETA 02:04:32 2020-12-01 17:15:10 [INFO] [TRAIN] epoch=38, iter=24890/40000, loss=0.3692, lr=0.004164, batch_cost=0.4866, reader_cost=0.0008 | ETA 02:02:32 2020-12-01 17:15:15 [INFO] [TRAIN] epoch=38, iter=24900/40000, loss=0.3890, lr=0.004162, batch_cost=0.4921, reader_cost=0.0009 | ETA 02:03:50 2020-12-01 17:15:20 [INFO] [TRAIN] epoch=38, iter=24910/40000, loss=0.3760, lr=0.004159, batch_cost=0.4842, reader_cost=0.0002 | ETA 02:01:47 2020-12-01 17:15:25 [INFO] [TRAIN] epoch=38, iter=24920/40000, loss=0.5792, lr=0.004157, batch_cost=0.4949, reader_cost=0.0013 | ETA 02:04:23 2020-12-01 17:15:30 [INFO] [TRAIN] epoch=38, iter=24930/40000, loss=0.3455, lr=0.004154, batch_cost=0.4902, reader_cost=0.0013 | ETA 02:03:07 2020-12-01 17:15:35 [INFO] [TRAIN] epoch=38, iter=24940/40000, loss=0.6006, lr=0.004152, batch_cost=0.4889, reader_cost=0.0012 | ETA 02:02:43 2020-12-01 17:15:40 [INFO] [TRAIN] epoch=38, iter=24950/40000, loss=0.5705, lr=0.004149, batch_cost=0.4960, reader_cost=0.0009 | ETA 02:04:24 2020-12-01 17:15:45 [INFO] [TRAIN] epoch=38, iter=24960/40000, loss=0.5435, lr=0.004147, batch_cost=0.4966, reader_cost=0.0004 | ETA 02:04:28 2020-12-01 17:15:49 [INFO] [TRAIN] epoch=38, iter=24970/40000, loss=0.3045, lr=0.004144, batch_cost=0.4920, reader_cost=0.0009 | ETA 02:03:14 2020-12-01 17:15:55 [INFO] [TRAIN] epoch=38, iter=24980/40000, loss=0.3899, lr=0.004142, batch_cost=0.5037, reader_cost=0.0005 | ETA 02:06:06 2020-12-01 17:15:59 [INFO] [TRAIN] epoch=38, iter=24990/40000, loss=0.3979, lr=0.004139, batch_cost=0.4982, reader_cost=0.0002 | ETA 02:04:37 2020-12-01 17:16:04 [INFO] [TRAIN] epoch=38, iter=25000/40000, loss=0.6036, lr=0.004137, batch_cost=0.4959, reader_cost=0.0009 | ETA 02:03:57 2020-12-01 17:16:09 [INFO] [TRAIN] epoch=38, iter=25010/40000, loss=0.3994, lr=0.004134, batch_cost=0.4941, reader_cost=0.0015 | ETA 02:03:26 2020-12-01 17:16:14 [INFO] [TRAIN] epoch=38, iter=25020/40000, loss=0.3920, lr=0.004132, batch_cost=0.4886, reader_cost=0.0006 | ETA 02:01:59 2020-12-01 17:16:19 [INFO] [TRAIN] epoch=38, iter=25030/40000, loss=0.5951, lr=0.004129, batch_cost=0.4961, reader_cost=0.0007 | ETA 02:03:46 2020-12-01 17:16:24 [INFO] [TRAIN] epoch=38, iter=25040/40000, loss=0.4857, lr=0.004127, batch_cost=0.4980, reader_cost=0.0008 | ETA 02:04:10 2020-12-01 17:16:29 [INFO] [TRAIN] epoch=38, iter=25050/40000, loss=0.6621, lr=0.004124, batch_cost=0.4874, reader_cost=0.0003 | ETA 02:01:25 2020-12-01 17:16:34 [INFO] [TRAIN] epoch=38, iter=25060/40000, loss=0.4222, lr=0.004122, batch_cost=0.4944, reader_cost=0.0005 | ETA 02:03:06 2020-12-01 17:16:39 [INFO] [TRAIN] epoch=38, iter=25070/40000, loss=0.4099, lr=0.004119, batch_cost=0.4906, reader_cost=0.0009 | ETA 02:02:04 2020-12-01 17:16:44 [INFO] [TRAIN] epoch=38, iter=25080/40000, loss=0.4048, lr=0.004117, batch_cost=0.4911, reader_cost=0.0008 | ETA 02:02:07 2020-12-01 17:16:49 [INFO] [TRAIN] epoch=38, iter=25090/40000, loss=0.4157, lr=0.004114, batch_cost=0.4893, reader_cost=0.0003 | ETA 02:01:35 2020-12-01 17:16:54 [INFO] [TRAIN] epoch=38, iter=25100/40000, loss=0.3644, lr=0.004112, batch_cost=0.4880, reader_cost=0.0005 | ETA 02:01:10 2020-12-01 17:16:59 [INFO] [TRAIN] epoch=38, iter=25110/40000, loss=0.3809, lr=0.004109, batch_cost=0.4948, reader_cost=0.0003 | ETA 02:02:47 2020-12-01 17:17:04 [INFO] [TRAIN] epoch=39, iter=25120/40000, loss=0.5054, lr=0.004107, batch_cost=0.5541, reader_cost=0.0595 | ETA 02:17:24 2020-12-01 17:17:09 [INFO] [TRAIN] epoch=39, iter=25130/40000, loss=0.3324, lr=0.004104, batch_cost=0.4868, reader_cost=0.0011 | ETA 02:00:38 2020-12-01 17:17:14 [INFO] [TRAIN] epoch=39, iter=25140/40000, loss=0.3827, lr=0.004102, batch_cost=0.4878, reader_cost=0.0010 | ETA 02:00:49 2020-12-01 17:17:19 [INFO] [TRAIN] epoch=39, iter=25150/40000, loss=0.3493, lr=0.004099, batch_cost=0.4838, reader_cost=0.0010 | ETA 01:59:44 2020-12-01 17:17:24 [INFO] [TRAIN] epoch=39, iter=25160/40000, loss=0.4097, lr=0.004097, batch_cost=0.4998, reader_cost=0.0017 | ETA 02:03:36 2020-12-01 17:17:29 [INFO] [TRAIN] epoch=39, iter=25170/40000, loss=0.4660, lr=0.004094, batch_cost=0.4919, reader_cost=0.0008 | ETA 02:01:34 2020-12-01 17:17:34 [INFO] [TRAIN] epoch=39, iter=25180/40000, loss=0.3672, lr=0.004092, batch_cost=0.4926, reader_cost=0.0009 | ETA 02:01:41 2020-12-01 17:17:38 [INFO] [TRAIN] epoch=39, iter=25190/40000, loss=0.4215, lr=0.004090, batch_cost=0.4907, reader_cost=0.0005 | ETA 02:01:07 2020-12-01 17:17:43 [INFO] [TRAIN] epoch=39, iter=25200/40000, loss=0.6015, lr=0.004087, batch_cost=0.4864, reader_cost=0.0010 | ETA 01:59:59 2020-12-01 17:17:48 [INFO] [TRAIN] epoch=39, iter=25210/40000, loss=0.2426, lr=0.004085, batch_cost=0.4909, reader_cost=0.0003 | ETA 02:01:01 2020-12-01 17:17:53 [INFO] [TRAIN] epoch=39, iter=25220/40000, loss=0.3436, lr=0.004082, batch_cost=0.4875, reader_cost=0.0003 | ETA 02:00:04 2020-12-01 17:17:58 [INFO] [TRAIN] epoch=39, iter=25230/40000, loss=0.4310, lr=0.004080, batch_cost=0.4907, reader_cost=0.0003 | ETA 02:00:47 2020-12-01 17:18:03 [INFO] [TRAIN] epoch=39, iter=25240/40000, loss=0.3812, lr=0.004077, batch_cost=0.4984, reader_cost=0.0008 | ETA 02:02:36 2020-12-01 17:18:08 [INFO] [TRAIN] epoch=39, iter=25250/40000, loss=0.3866, lr=0.004075, batch_cost=0.4899, reader_cost=0.0003 | ETA 02:00:25 2020-12-01 17:18:13 [INFO] [TRAIN] epoch=39, iter=25260/40000, loss=0.3414, lr=0.004072, batch_cost=0.4849, reader_cost=0.0010 | ETA 01:59:06 2020-12-01 17:18:18 [INFO] [TRAIN] epoch=39, iter=25270/40000, loss=0.4399, lr=0.004070, batch_cost=0.4893, reader_cost=0.0003 | ETA 02:00:06 2020-12-01 17:18:23 [INFO] [TRAIN] epoch=39, iter=25280/40000, loss=0.5313, lr=0.004067, batch_cost=0.4914, reader_cost=0.0001 | ETA 02:00:32 2020-12-01 17:18:27 [INFO] [TRAIN] epoch=39, iter=25290/40000, loss=0.4263, lr=0.004065, batch_cost=0.4914, reader_cost=0.0003 | ETA 02:00:29 2020-12-01 17:18:32 [INFO] [TRAIN] epoch=39, iter=25300/40000, loss=0.4276, lr=0.004062, batch_cost=0.4826, reader_cost=0.0006 | ETA 01:58:14 2020-12-01 17:18:37 [INFO] [TRAIN] epoch=39, iter=25310/40000, loss=0.3334, lr=0.004060, batch_cost=0.4935, reader_cost=0.0006 | ETA 02:00:49 2020-12-01 17:18:42 [INFO] [TRAIN] epoch=39, iter=25320/40000, loss=0.3211, lr=0.004057, batch_cost=0.4946, reader_cost=0.0004 | ETA 02:01:00 2020-12-01 17:18:47 [INFO] [TRAIN] epoch=39, iter=25330/40000, loss=0.3824, lr=0.004055, batch_cost=0.4879, reader_cost=0.0005 | ETA 01:59:16 2020-12-01 17:18:52 [INFO] [TRAIN] epoch=39, iter=25340/40000, loss=0.3232, lr=0.004052, batch_cost=0.4812, reader_cost=0.0002 | ETA 01:57:34 2020-12-01 17:18:57 [INFO] [TRAIN] epoch=39, iter=25350/40000, loss=0.4957, lr=0.004050, batch_cost=0.4995, reader_cost=0.0002 | ETA 02:01:57 2020-12-01 17:19:02 [INFO] [TRAIN] epoch=39, iter=25360/40000, loss=0.3795, lr=0.004047, batch_cost=0.4937, reader_cost=0.0008 | ETA 02:00:28 2020-12-01 17:19:07 [INFO] [TRAIN] epoch=39, iter=25370/40000, loss=0.3285, lr=0.004045, batch_cost=0.4984, reader_cost=0.0013 | ETA 02:01:31 2020-12-01 17:19:12 [INFO] [TRAIN] epoch=39, iter=25380/40000, loss=0.4149, lr=0.004042, batch_cost=0.4974, reader_cost=0.0012 | ETA 02:01:12 2020-12-01 17:19:17 [INFO] [TRAIN] epoch=39, iter=25390/40000, loss=0.4857, lr=0.004040, batch_cost=0.4940, reader_cost=0.0015 | ETA 02:00:16 2020-12-01 17:19:22 [INFO] [TRAIN] epoch=39, iter=25400/40000, loss=0.6093, lr=0.004037, batch_cost=0.4930, reader_cost=0.0016 | ETA 01:59:58 2020-12-01 17:19:27 [INFO] [TRAIN] epoch=39, iter=25410/40000, loss=0.4008, lr=0.004035, batch_cost=0.4960, reader_cost=0.0010 | ETA 02:00:37 2020-12-01 17:19:32 [INFO] [TRAIN] epoch=39, iter=25420/40000, loss=0.3883, lr=0.004032, batch_cost=0.4942, reader_cost=0.0015 | ETA 02:00:04 2020-12-01 17:19:37 [INFO] [TRAIN] epoch=39, iter=25430/40000, loss=0.4777, lr=0.004030, batch_cost=0.4984, reader_cost=0.0008 | ETA 02:01:01 2020-12-01 17:19:41 [INFO] [TRAIN] epoch=39, iter=25440/40000, loss=0.3713, lr=0.004027, batch_cost=0.4891, reader_cost=0.0005 | ETA 01:58:41 2020-12-01 17:19:46 [INFO] [TRAIN] epoch=39, iter=25450/40000, loss=0.3866, lr=0.004025, batch_cost=0.4941, reader_cost=0.0005 | ETA 01:59:49 2020-12-01 17:19:51 [INFO] [TRAIN] epoch=39, iter=25460/40000, loss=0.3168, lr=0.004022, batch_cost=0.4837, reader_cost=0.0003 | ETA 01:57:12 2020-12-01 17:19:56 [INFO] [TRAIN] epoch=39, iter=25470/40000, loss=0.3971, lr=0.004020, batch_cost=0.4897, reader_cost=0.0005 | ETA 01:58:35 2020-12-01 17:20:01 [INFO] [TRAIN] epoch=39, iter=25480/40000, loss=0.3645, lr=0.004017, batch_cost=0.4987, reader_cost=0.0007 | ETA 02:00:41 2020-12-01 17:20:06 [INFO] [TRAIN] epoch=39, iter=25490/40000, loss=0.4141, lr=0.004015, batch_cost=0.4993, reader_cost=0.0003 | ETA 02:00:44 2020-12-01 17:20:11 [INFO] [TRAIN] epoch=39, iter=25500/40000, loss=0.4243, lr=0.004012, batch_cost=0.4920, reader_cost=0.0003 | ETA 01:58:53 2020-12-01 17:20:16 [INFO] [TRAIN] epoch=39, iter=25510/40000, loss=0.2657, lr=0.004010, batch_cost=0.4930, reader_cost=0.0001 | ETA 01:59:03 2020-12-01 17:20:21 [INFO] [TRAIN] epoch=39, iter=25520/40000, loss=0.3531, lr=0.004007, batch_cost=0.4964, reader_cost=0.0005 | ETA 01:59:47 2020-12-01 17:20:26 [INFO] [TRAIN] epoch=39, iter=25530/40000, loss=0.4049, lr=0.004005, batch_cost=0.5132, reader_cost=0.0003 | ETA 02:03:45 2020-12-01 17:20:31 [INFO] [TRAIN] epoch=39, iter=25540/40000, loss=0.4157, lr=0.004002, batch_cost=0.4867, reader_cost=0.0005 | ETA 01:57:17 2020-12-01 17:20:36 [INFO] [TRAIN] epoch=39, iter=25550/40000, loss=0.3730, lr=0.004000, batch_cost=0.4941, reader_cost=0.0004 | ETA 01:58:59 2020-12-01 17:20:41 [INFO] [TRAIN] epoch=39, iter=25560/40000, loss=0.3736, lr=0.003997, batch_cost=0.4966, reader_cost=0.0003 | ETA 01:59:31 2020-12-01 17:20:46 [INFO] [TRAIN] epoch=39, iter=25570/40000, loss=0.3697, lr=0.003995, batch_cost=0.4835, reader_cost=0.0015 | ETA 01:56:16 2020-12-01 17:20:51 [INFO] [TRAIN] epoch=39, iter=25580/40000, loss=0.5189, lr=0.003992, batch_cost=0.4961, reader_cost=0.0054 | ETA 01:59:13 2020-12-01 17:20:56 [INFO] [TRAIN] epoch=39, iter=25590/40000, loss=0.4120, lr=0.003990, batch_cost=0.4920, reader_cost=0.0012 | ETA 01:58:09 2020-12-01 17:21:01 [INFO] [TRAIN] epoch=39, iter=25600/40000, loss=0.3793, lr=0.003987, batch_cost=0.5017, reader_cost=0.0008 | ETA 02:00:24 2020-12-01 17:21:06 [INFO] [TRAIN] epoch=39, iter=25610/40000, loss=0.3512, lr=0.003985, batch_cost=0.5046, reader_cost=0.0013 | ETA 02:01:01 2020-12-01 17:21:10 [INFO] [TRAIN] epoch=39, iter=25620/40000, loss=0.4923, lr=0.003983, batch_cost=0.4892, reader_cost=0.0003 | ETA 01:57:15 2020-12-01 17:21:15 [INFO] [TRAIN] epoch=39, iter=25630/40000, loss=0.4226, lr=0.003980, batch_cost=0.4968, reader_cost=0.0007 | ETA 01:58:59 2020-12-01 17:21:20 [INFO] [TRAIN] epoch=39, iter=25640/40000, loss=0.5046, lr=0.003978, batch_cost=0.4989, reader_cost=0.0004 | ETA 01:59:24 2020-12-01 17:21:25 [INFO] [TRAIN] epoch=39, iter=25650/40000, loss=0.5039, lr=0.003975, batch_cost=0.4965, reader_cost=0.0005 | ETA 01:58:44 2020-12-01 17:21:30 [INFO] [TRAIN] epoch=39, iter=25660/40000, loss=0.4656, lr=0.003973, batch_cost=0.4940, reader_cost=0.0007 | ETA 01:58:04 2020-12-01 17:21:35 [INFO] [TRAIN] epoch=39, iter=25670/40000, loss=0.4511, lr=0.003970, batch_cost=0.4980, reader_cost=0.0019 | ETA 01:58:56 2020-12-01 17:21:40 [INFO] [TRAIN] epoch=39, iter=25680/40000, loss=0.3393, lr=0.003968, batch_cost=0.4878, reader_cost=0.0009 | ETA 01:56:25 2020-12-01 17:21:45 [INFO] [TRAIN] epoch=39, iter=25690/40000, loss=0.3445, lr=0.003965, batch_cost=0.4924, reader_cost=0.0007 | ETA 01:57:25 2020-12-01 17:21:50 [INFO] [TRAIN] epoch=39, iter=25700/40000, loss=0.4305, lr=0.003963, batch_cost=0.4951, reader_cost=0.0007 | ETA 01:57:59 2020-12-01 17:21:55 [INFO] [TRAIN] epoch=39, iter=25710/40000, loss=0.3750, lr=0.003960, batch_cost=0.4925, reader_cost=0.0012 | ETA 01:57:18 2020-12-01 17:22:00 [INFO] [TRAIN] epoch=39, iter=25720/40000, loss=0.3726, lr=0.003958, batch_cost=0.4950, reader_cost=0.0003 | ETA 01:57:48 2020-12-01 17:22:05 [INFO] [TRAIN] epoch=39, iter=25730/40000, loss=0.3836, lr=0.003955, batch_cost=0.4885, reader_cost=0.0007 | ETA 01:56:10 2020-12-01 17:22:10 [INFO] [TRAIN] epoch=39, iter=25740/40000, loss=0.2939, lr=0.003953, batch_cost=0.4893, reader_cost=0.0006 | ETA 01:56:17 2020-12-01 17:22:15 [INFO] [TRAIN] epoch=39, iter=25750/40000, loss=0.3171, lr=0.003950, batch_cost=0.4842, reader_cost=0.0003 | ETA 01:54:59 2020-12-01 17:22:19 [INFO] [TRAIN] epoch=39, iter=25760/40000, loss=0.4077, lr=0.003948, batch_cost=0.4879, reader_cost=0.0003 | ETA 01:55:47 2020-12-01 17:22:24 [INFO] [TRAIN] epoch=39, iter=25770/40000, loss=0.3909, lr=0.003945, batch_cost=0.4888, reader_cost=0.0008 | ETA 01:55:55 2020-12-01 17:22:30 [INFO] [TRAIN] epoch=40, iter=25780/40000, loss=0.4928, lr=0.003943, batch_cost=0.5579, reader_cost=0.0624 | ETA 02:12:13 2020-12-01 17:22:35 [INFO] [TRAIN] epoch=40, iter=25790/40000, loss=0.4149, lr=0.003940, batch_cost=0.4915, reader_cost=0.0003 | ETA 01:56:24 2020-12-01 17:22:40 [INFO] [TRAIN] epoch=40, iter=25800/40000, loss=0.4510, lr=0.003938, batch_cost=0.4964, reader_cost=0.0003 | ETA 01:57:29 2020-12-01 17:22:45 [INFO] [TRAIN] epoch=40, iter=25810/40000, loss=0.4021, lr=0.003935, batch_cost=0.5056, reader_cost=0.0006 | ETA 01:59:35 2020-12-01 17:22:50 [INFO] [TRAIN] epoch=40, iter=25820/40000, loss=0.3777, lr=0.003933, batch_cost=0.4907, reader_cost=0.0004 | ETA 01:55:57 2020-12-01 17:22:55 [INFO] [TRAIN] epoch=40, iter=25830/40000, loss=0.3564, lr=0.003930, batch_cost=0.4979, reader_cost=0.0017 | ETA 01:57:35 2020-12-01 17:23:00 [INFO] [TRAIN] epoch=40, iter=25840/40000, loss=0.4058, lr=0.003928, batch_cost=0.4941, reader_cost=0.0010 | ETA 01:56:36 2020-12-01 17:23:05 [INFO] [TRAIN] epoch=40, iter=25850/40000, loss=0.4545, lr=0.003925, batch_cost=0.4940, reader_cost=0.0007 | ETA 01:56:30 2020-12-01 17:23:10 [INFO] [TRAIN] epoch=40, iter=25860/40000, loss=0.4364, lr=0.003923, batch_cost=0.4935, reader_cost=0.0010 | ETA 01:56:18 2020-12-01 17:23:15 [INFO] [TRAIN] epoch=40, iter=25870/40000, loss=0.3119, lr=0.003920, batch_cost=0.4968, reader_cost=0.0012 | ETA 01:56:59 2020-12-01 17:23:19 [INFO] [TRAIN] epoch=40, iter=25880/40000, loss=0.2826, lr=0.003918, batch_cost=0.4888, reader_cost=0.0007 | ETA 01:55:01 2020-12-01 17:23:24 [INFO] [TRAIN] epoch=40, iter=25890/40000, loss=0.3141, lr=0.003915, batch_cost=0.4928, reader_cost=0.0011 | ETA 01:55:53 2020-12-01 17:23:29 [INFO] [TRAIN] epoch=40, iter=25900/40000, loss=0.3833, lr=0.003913, batch_cost=0.4925, reader_cost=0.0004 | ETA 01:55:44 2020-12-01 17:23:34 [INFO] [TRAIN] epoch=40, iter=25910/40000, loss=0.3731, lr=0.003910, batch_cost=0.4936, reader_cost=0.0007 | ETA 01:55:54 2020-12-01 17:23:39 [INFO] [TRAIN] epoch=40, iter=25920/40000, loss=0.4079, lr=0.003908, batch_cost=0.4950, reader_cost=0.0004 | ETA 01:56:10 2020-12-01 17:23:44 [INFO] [TRAIN] epoch=40, iter=25930/40000, loss=0.3344, lr=0.003905, batch_cost=0.4938, reader_cost=0.0005 | ETA 01:55:47 2020-12-01 17:23:49 [INFO] [TRAIN] epoch=40, iter=25940/40000, loss=0.3298, lr=0.003903, batch_cost=0.4947, reader_cost=0.0010 | ETA 01:55:54 2020-12-01 17:23:54 [INFO] [TRAIN] epoch=40, iter=25950/40000, loss=0.3976, lr=0.003900, batch_cost=0.4878, reader_cost=0.0003 | ETA 01:54:12 2020-12-01 17:23:59 [INFO] [TRAIN] epoch=40, iter=25960/40000, loss=0.3538, lr=0.003898, batch_cost=0.4874, reader_cost=0.0003 | ETA 01:54:03 2020-12-01 17:24:04 [INFO] [TRAIN] epoch=40, iter=25970/40000, loss=0.3697, lr=0.003895, batch_cost=0.4909, reader_cost=0.0004 | ETA 01:54:46 2020-12-01 17:24:09 [INFO] [TRAIN] epoch=40, iter=25980/40000, loss=0.3783, lr=0.003893, batch_cost=0.4881, reader_cost=0.0001 | ETA 01:54:03 2020-12-01 17:24:14 [INFO] [TRAIN] epoch=40, iter=25990/40000, loss=0.4525, lr=0.003890, batch_cost=0.4957, reader_cost=0.0006 | ETA 01:55:44 2020-12-01 17:24:18 [INFO] [TRAIN] epoch=40, iter=26000/40000, loss=0.4733, lr=0.003888, batch_cost=0.4941, reader_cost=0.0007 | ETA 01:55:17 2020-12-01 17:24:23 [INFO] [TRAIN] epoch=40, iter=26010/40000, loss=0.4251, lr=0.003885, batch_cost=0.4881, reader_cost=0.0002 | ETA 01:53:48 2020-12-01 17:24:28 [INFO] [TRAIN] epoch=40, iter=26020/40000, loss=0.4018, lr=0.003883, batch_cost=0.4855, reader_cost=0.0002 | ETA 01:53:07 2020-12-01 17:24:33 [INFO] [TRAIN] epoch=40, iter=26030/40000, loss=0.3942, lr=0.003880, batch_cost=0.4857, reader_cost=0.0001 | ETA 01:53:05 2020-12-01 17:24:38 [INFO] [TRAIN] epoch=40, iter=26040/40000, loss=0.4109, lr=0.003878, batch_cost=0.4932, reader_cost=0.0002 | ETA 01:54:45 2020-12-01 17:24:43 [INFO] [TRAIN] epoch=40, iter=26050/40000, loss=0.3595, lr=0.003875, batch_cost=0.4932, reader_cost=0.0001 | ETA 01:54:39 2020-12-01 17:24:48 [INFO] [TRAIN] epoch=40, iter=26060/40000, loss=0.4277, lr=0.003873, batch_cost=0.4900, reader_cost=0.0003 | ETA 01:53:50 2020-12-01 17:24:53 [INFO] [TRAIN] epoch=40, iter=26070/40000, loss=0.3415, lr=0.003870, batch_cost=0.4846, reader_cost=0.0008 | ETA 01:52:29 2020-12-01 17:24:58 [INFO] [TRAIN] epoch=40, iter=26080/40000, loss=0.3693, lr=0.003868, batch_cost=0.4826, reader_cost=0.0005 | ETA 01:51:57 2020-12-01 17:25:02 [INFO] [TRAIN] epoch=40, iter=26090/40000, loss=0.3873, lr=0.003865, batch_cost=0.4885, reader_cost=0.0009 | ETA 01:53:15 2020-12-01 17:25:07 [INFO] [TRAIN] epoch=40, iter=26100/40000, loss=0.4402, lr=0.003863, batch_cost=0.4930, reader_cost=0.0003 | ETA 01:54:12 2020-12-01 17:25:12 [INFO] [TRAIN] epoch=40, iter=26110/40000, loss=0.2805, lr=0.003860, batch_cost=0.4891, reader_cost=0.0003 | ETA 01:53:13 2020-12-01 17:25:17 [INFO] [TRAIN] epoch=40, iter=26120/40000, loss=0.3751, lr=0.003858, batch_cost=0.4932, reader_cost=0.0001 | ETA 01:54:05 2020-12-01 17:25:22 [INFO] [TRAIN] epoch=40, iter=26130/40000, loss=0.3328, lr=0.003855, batch_cost=0.4881, reader_cost=0.0001 | ETA 01:52:49 2020-12-01 17:25:27 [INFO] [TRAIN] epoch=40, iter=26140/40000, loss=0.3587, lr=0.003853, batch_cost=0.5013, reader_cost=0.0001 | ETA 01:55:48 2020-12-01 17:25:32 [INFO] [TRAIN] epoch=40, iter=26150/40000, loss=0.2270, lr=0.003850, batch_cost=0.4922, reader_cost=0.0006 | ETA 01:53:37 2020-12-01 17:25:37 [INFO] [TRAIN] epoch=40, iter=26160/40000, loss=0.3526, lr=0.003848, batch_cost=0.4893, reader_cost=0.0011 | ETA 01:52:52 2020-12-01 17:25:42 [INFO] [TRAIN] epoch=40, iter=26170/40000, loss=0.3769, lr=0.003845, batch_cost=0.4862, reader_cost=0.0011 | ETA 01:52:04 2020-12-01 17:25:47 [INFO] [TRAIN] epoch=40, iter=26180/40000, loss=0.2906, lr=0.003843, batch_cost=0.4905, reader_cost=0.0012 | ETA 01:52:59 2020-12-01 17:25:52 [INFO] [TRAIN] epoch=40, iter=26190/40000, loss=0.3673, lr=0.003840, batch_cost=0.5008, reader_cost=0.0010 | ETA 01:55:16 2020-12-01 17:25:57 [INFO] [TRAIN] epoch=40, iter=26200/40000, loss=0.4373, lr=0.003838, batch_cost=0.4886, reader_cost=0.0009 | ETA 01:52:22 2020-12-01 17:26:01 [INFO] [TRAIN] epoch=40, iter=26210/40000, loss=0.3498, lr=0.003835, batch_cost=0.4844, reader_cost=0.0005 | ETA 01:51:20 2020-12-01 17:26:06 [INFO] [TRAIN] epoch=40, iter=26220/40000, loss=0.3232, lr=0.003833, batch_cost=0.4922, reader_cost=0.0007 | ETA 01:53:02 2020-12-01 17:26:11 [INFO] [TRAIN] epoch=40, iter=26230/40000, loss=0.5477, lr=0.003830, batch_cost=0.4995, reader_cost=0.0005 | ETA 01:54:37 2020-12-01 17:26:16 [INFO] [TRAIN] epoch=40, iter=26240/40000, loss=0.4014, lr=0.003828, batch_cost=0.4947, reader_cost=0.0007 | ETA 01:53:27 2020-12-01 17:26:21 [INFO] [TRAIN] epoch=40, iter=26250/40000, loss=0.3824, lr=0.003825, batch_cost=0.4917, reader_cost=0.0006 | ETA 01:52:41 2020-12-01 17:26:26 [INFO] [TRAIN] epoch=40, iter=26260/40000, loss=0.4316, lr=0.003823, batch_cost=0.4867, reader_cost=0.0003 | ETA 01:51:26 2020-12-01 17:26:31 [INFO] [TRAIN] epoch=40, iter=26270/40000, loss=0.3910, lr=0.003820, batch_cost=0.4814, reader_cost=0.0002 | ETA 01:50:09 2020-12-01 17:26:36 [INFO] [TRAIN] epoch=40, iter=26280/40000, loss=0.4646, lr=0.003818, batch_cost=0.4951, reader_cost=0.0003 | ETA 01:53:12 2020-12-01 17:26:41 [INFO] [TRAIN] epoch=40, iter=26290/40000, loss=0.3250, lr=0.003815, batch_cost=0.4943, reader_cost=0.0007 | ETA 01:52:57 2020-12-01 17:26:46 [INFO] [TRAIN] epoch=40, iter=26300/40000, loss=0.3648, lr=0.003813, batch_cost=0.4898, reader_cost=0.0002 | ETA 01:51:49 2020-12-01 17:26:51 [INFO] [TRAIN] epoch=40, iter=26310/40000, loss=0.4633, lr=0.003810, batch_cost=0.4923, reader_cost=0.0003 | ETA 01:52:19 2020-12-01 17:26:55 [INFO] [TRAIN] epoch=40, iter=26320/40000, loss=0.3088, lr=0.003808, batch_cost=0.4906, reader_cost=0.0004 | ETA 01:51:50 2020-12-01 17:27:00 [INFO] [TRAIN] epoch=40, iter=26330/40000, loss=0.4210, lr=0.003805, batch_cost=0.4915, reader_cost=0.0001 | ETA 01:51:58 2020-12-01 17:27:05 [INFO] [TRAIN] epoch=40, iter=26340/40000, loss=0.2820, lr=0.003803, batch_cost=0.4881, reader_cost=0.0001 | ETA 01:51:06 2020-12-01 17:27:10 [INFO] [TRAIN] epoch=40, iter=26350/40000, loss=0.4515, lr=0.003800, batch_cost=0.4865, reader_cost=0.0001 | ETA 01:50:41 2020-12-01 17:27:15 [INFO] [TRAIN] epoch=40, iter=26360/40000, loss=0.3255, lr=0.003798, batch_cost=0.4890, reader_cost=0.0003 | ETA 01:51:10 2020-12-01 17:27:20 [INFO] [TRAIN] epoch=40, iter=26370/40000, loss=0.3045, lr=0.003795, batch_cost=0.4823, reader_cost=0.0005 | ETA 01:49:33 2020-12-01 17:27:25 [INFO] [TRAIN] epoch=40, iter=26380/40000, loss=0.2848, lr=0.003793, batch_cost=0.4920, reader_cost=0.0015 | ETA 01:51:41 2020-12-01 17:27:30 [INFO] [TRAIN] epoch=40, iter=26390/40000, loss=0.3946, lr=0.003790, batch_cost=0.4866, reader_cost=0.0005 | ETA 01:50:22 2020-12-01 17:27:35 [INFO] [TRAIN] epoch=40, iter=26400/40000, loss=0.2920, lr=0.003788, batch_cost=0.4913, reader_cost=0.0003 | ETA 01:51:21 2020-12-01 17:27:39 [INFO] [TRAIN] epoch=40, iter=26410/40000, loss=0.3844, lr=0.003785, batch_cost=0.4951, reader_cost=0.0001 | ETA 01:52:08 2020-12-01 17:27:44 [INFO] [TRAIN] epoch=40, iter=26420/40000, loss=0.4330, lr=0.003783, batch_cost=0.4914, reader_cost=0.0001 | ETA 01:51:13 2020-12-01 17:27:49 [INFO] [TRAIN] epoch=40, iter=26430/40000, loss=0.4372, lr=0.003780, batch_cost=0.4824, reader_cost=0.0003 | ETA 01:49:06 2020-12-01 17:27:54 [INFO] [TRAIN] epoch=40, iter=26440/40000, loss=0.3606, lr=0.003778, batch_cost=0.4831, reader_cost=0.0003 | ETA 01:49:10 2020-12-01 17:28:00 [INFO] [TRAIN] epoch=41, iter=26450/40000, loss=0.3781, lr=0.003775, batch_cost=0.5681, reader_cost=0.0568 | ETA 02:08:18 2020-12-01 17:28:05 [INFO] [TRAIN] epoch=41, iter=26460/40000, loss=0.4141, lr=0.003773, batch_cost=0.4831, reader_cost=0.0015 | ETA 01:49:00 2020-12-01 17:28:09 [INFO] [TRAIN] epoch=41, iter=26470/40000, loss=0.4355, lr=0.003770, batch_cost=0.4929, reader_cost=0.0012 | ETA 01:51:08 2020-12-01 17:28:14 [INFO] [TRAIN] epoch=41, iter=26480/40000, loss=0.3811, lr=0.003768, batch_cost=0.4877, reader_cost=0.0006 | ETA 01:49:53 2020-12-01 17:28:19 [INFO] [TRAIN] epoch=41, iter=26490/40000, loss=0.4860, lr=0.003765, batch_cost=0.4965, reader_cost=0.0003 | ETA 01:51:47 2020-12-01 17:28:24 [INFO] [TRAIN] epoch=41, iter=26500/40000, loss=0.6752, lr=0.003762, batch_cost=0.4959, reader_cost=0.0009 | ETA 01:51:34 2020-12-01 17:28:29 [INFO] [TRAIN] epoch=41, iter=26510/40000, loss=0.3545, lr=0.003760, batch_cost=0.4966, reader_cost=0.0001 | ETA 01:51:39 2020-12-01 17:28:34 [INFO] [TRAIN] epoch=41, iter=26520/40000, loss=0.3964, lr=0.003757, batch_cost=0.4969, reader_cost=0.0002 | ETA 01:51:38 2020-12-01 17:28:39 [INFO] [TRAIN] epoch=41, iter=26530/40000, loss=0.3652, lr=0.003755, batch_cost=0.4966, reader_cost=0.0007 | ETA 01:51:28 2020-12-01 17:28:44 [INFO] [TRAIN] epoch=41, iter=26540/40000, loss=0.3467, lr=0.003752, batch_cost=0.4873, reader_cost=0.0003 | ETA 01:49:19 2020-12-01 17:28:49 [INFO] [TRAIN] epoch=41, iter=26550/40000, loss=0.4879, lr=0.003750, batch_cost=0.4957, reader_cost=0.0002 | ETA 01:51:07 2020-12-01 17:28:54 [INFO] [TRAIN] epoch=41, iter=26560/40000, loss=0.3420, lr=0.003747, batch_cost=0.4929, reader_cost=0.0004 | ETA 01:50:24 2020-12-01 17:28:59 [INFO] [TRAIN] epoch=41, iter=26570/40000, loss=0.4100, lr=0.003745, batch_cost=0.4844, reader_cost=0.0007 | ETA 01:48:24 2020-12-01 17:29:04 [INFO] [TRAIN] epoch=41, iter=26580/40000, loss=0.4420, lr=0.003742, batch_cost=0.4884, reader_cost=0.0007 | ETA 01:49:14 2020-12-01 17:29:09 [INFO] [TRAIN] epoch=41, iter=26590/40000, loss=0.3343, lr=0.003740, batch_cost=0.5120, reader_cost=0.0006 | ETA 01:54:26 2020-12-01 17:29:14 [INFO] [TRAIN] epoch=41, iter=26600/40000, loss=0.3797, lr=0.003737, batch_cost=0.4859, reader_cost=0.0003 | ETA 01:48:31 2020-12-01 17:29:19 [INFO] [TRAIN] epoch=41, iter=26610/40000, loss=0.4007, lr=0.003735, batch_cost=0.4968, reader_cost=0.0005 | ETA 01:50:52 2020-12-01 17:29:24 [INFO] [TRAIN] epoch=41, iter=26620/40000, loss=0.3968, lr=0.003732, batch_cost=0.4972, reader_cost=0.0001 | ETA 01:50:52 2020-12-01 17:29:29 [INFO] [TRAIN] epoch=41, iter=26630/40000, loss=0.2841, lr=0.003730, batch_cost=0.4961, reader_cost=0.0001 | ETA 01:50:32 2020-12-01 17:29:34 [INFO] [TRAIN] epoch=41, iter=26640/40000, loss=0.3810, lr=0.003727, batch_cost=0.4975, reader_cost=0.0004 | ETA 01:50:46 2020-12-01 17:29:39 [INFO] [TRAIN] epoch=41, iter=26650/40000, loss=0.3205, lr=0.003725, batch_cost=0.4965, reader_cost=0.0008 | ETA 01:50:28 2020-12-01 17:29:43 [INFO] [TRAIN] epoch=41, iter=26660/40000, loss=0.4375, lr=0.003722, batch_cost=0.4958, reader_cost=0.0004 | ETA 01:50:13 2020-12-01 17:29:48 [INFO] [TRAIN] epoch=41, iter=26670/40000, loss=0.4226, lr=0.003720, batch_cost=0.4895, reader_cost=0.0004 | ETA 01:48:45 2020-12-01 17:29:53 [INFO] [TRAIN] epoch=41, iter=26680/40000, loss=0.4027, lr=0.003717, batch_cost=0.4902, reader_cost=0.0003 | ETA 01:48:48 2020-12-01 17:29:58 [INFO] [TRAIN] epoch=41, iter=26690/40000, loss=0.2703, lr=0.003715, batch_cost=0.4929, reader_cost=0.0002 | ETA 01:49:20 2020-12-01 17:30:03 [INFO] [TRAIN] epoch=41, iter=26700/40000, loss=0.2803, lr=0.003712, batch_cost=0.4920, reader_cost=0.0001 | ETA 01:49:03 2020-12-01 17:30:08 [INFO] [TRAIN] epoch=41, iter=26710/40000, loss=0.3976, lr=0.003710, batch_cost=0.4928, reader_cost=0.0001 | ETA 01:49:08 2020-12-01 17:30:13 [INFO] [TRAIN] epoch=41, iter=26720/40000, loss=0.3596, lr=0.003707, batch_cost=0.5030, reader_cost=0.0002 | ETA 01:51:19 2020-12-01 17:30:18 [INFO] [TRAIN] epoch=41, iter=26730/40000, loss=0.4995, lr=0.003705, batch_cost=0.4879, reader_cost=0.0004 | ETA 01:47:54 2020-12-01 17:30:23 [INFO] [TRAIN] epoch=41, iter=26740/40000, loss=0.3917, lr=0.003702, batch_cost=0.4857, reader_cost=0.0005 | ETA 01:47:20 2020-12-01 17:30:28 [INFO] [TRAIN] epoch=41, iter=26750/40000, loss=0.4603, lr=0.003700, batch_cost=0.4923, reader_cost=0.0005 | ETA 01:48:43 2020-12-01 17:30:33 [INFO] [TRAIN] epoch=41, iter=26760/40000, loss=0.3193, lr=0.003697, batch_cost=0.4907, reader_cost=0.0001 | ETA 01:48:16 2020-12-01 17:30:38 [INFO] [TRAIN] epoch=41, iter=26770/40000, loss=0.3651, lr=0.003695, batch_cost=0.4927, reader_cost=0.0003 | ETA 01:48:39 2020-12-01 17:30:43 [INFO] [TRAIN] epoch=41, iter=26780/40000, loss=0.4528, lr=0.003692, batch_cost=0.4938, reader_cost=0.0002 | ETA 01:48:47 2020-12-01 17:30:47 [INFO] [TRAIN] epoch=41, iter=26790/40000, loss=0.4177, lr=0.003690, batch_cost=0.4893, reader_cost=0.0003 | ETA 01:47:43 2020-12-01 17:30:52 [INFO] [TRAIN] epoch=41, iter=26800/40000, loss=0.3028, lr=0.003687, batch_cost=0.4851, reader_cost=0.0001 | ETA 01:46:43 2020-12-01 17:30:57 [INFO] [TRAIN] epoch=41, iter=26810/40000, loss=0.4313, lr=0.003685, batch_cost=0.4897, reader_cost=0.0006 | ETA 01:47:39 2020-12-01 17:31:02 [INFO] [TRAIN] epoch=41, iter=26820/40000, loss=0.3785, lr=0.003682, batch_cost=0.4897, reader_cost=0.0008 | ETA 01:47:34 2020-12-01 17:31:07 [INFO] [TRAIN] epoch=41, iter=26830/40000, loss=0.4182, lr=0.003680, batch_cost=0.4895, reader_cost=0.0003 | ETA 01:47:26 2020-12-01 17:31:12 [INFO] [TRAIN] epoch=41, iter=26840/40000, loss=0.3327, lr=0.003677, batch_cost=0.4912, reader_cost=0.0003 | ETA 01:47:44 2020-12-01 17:31:17 [INFO] [TRAIN] epoch=41, iter=26850/40000, loss=0.4091, lr=0.003675, batch_cost=0.4977, reader_cost=0.0008 | ETA 01:49:04 2020-12-01 17:31:22 [INFO] [TRAIN] epoch=41, iter=26860/40000, loss=0.2618, lr=0.003672, batch_cost=0.4947, reader_cost=0.0003 | ETA 01:48:20 2020-12-01 17:31:27 [INFO] [TRAIN] epoch=41, iter=26870/40000, loss=0.4342, lr=0.003670, batch_cost=0.4886, reader_cost=0.0003 | ETA 01:46:55 2020-12-01 17:31:32 [INFO] [TRAIN] epoch=41, iter=26880/40000, loss=0.3227, lr=0.003667, batch_cost=0.4890, reader_cost=0.0005 | ETA 01:46:55 2020-12-01 17:31:36 [INFO] [TRAIN] epoch=41, iter=26890/40000, loss=0.3599, lr=0.003665, batch_cost=0.4937, reader_cost=0.0014 | ETA 01:47:52 2020-12-01 17:31:41 [INFO] [TRAIN] epoch=41, iter=26900/40000, loss=0.3881, lr=0.003662, batch_cost=0.4937, reader_cost=0.0005 | ETA 01:47:47 2020-12-01 17:31:46 [INFO] [TRAIN] epoch=41, iter=26910/40000, loss=0.3268, lr=0.003659, batch_cost=0.4981, reader_cost=0.0005 | ETA 01:48:40 2020-12-01 17:31:51 [INFO] [TRAIN] epoch=41, iter=26920/40000, loss=0.4621, lr=0.003657, batch_cost=0.4887, reader_cost=0.0004 | ETA 01:46:32 2020-12-01 17:31:56 [INFO] [TRAIN] epoch=41, iter=26930/40000, loss=0.4686, lr=0.003654, batch_cost=0.5036, reader_cost=0.0015 | ETA 01:49:42 2020-12-01 17:32:01 [INFO] [TRAIN] epoch=41, iter=26940/40000, loss=0.2967, lr=0.003652, batch_cost=0.4854, reader_cost=0.0009 | ETA 01:45:38 2020-12-01 17:32:06 [INFO] [TRAIN] epoch=41, iter=26950/40000, loss=0.3327, lr=0.003649, batch_cost=0.5021, reader_cost=0.0013 | ETA 01:49:13 2020-12-01 17:32:11 [INFO] [TRAIN] epoch=41, iter=26960/40000, loss=0.3996, lr=0.003647, batch_cost=0.4875, reader_cost=0.0010 | ETA 01:45:57 2020-12-01 17:32:16 [INFO] [TRAIN] epoch=41, iter=26970/40000, loss=0.3728, lr=0.003644, batch_cost=0.4921, reader_cost=0.0006 | ETA 01:46:52 2020-12-01 17:32:21 [INFO] [TRAIN] epoch=41, iter=26980/40000, loss=0.3052, lr=0.003642, batch_cost=0.4889, reader_cost=0.0003 | ETA 01:46:05 2020-12-01 17:32:26 [INFO] [TRAIN] epoch=41, iter=26990/40000, loss=0.3347, lr=0.003639, batch_cost=0.4929, reader_cost=0.0009 | ETA 01:46:52 2020-12-01 17:32:31 [INFO] [TRAIN] epoch=41, iter=27000/40000, loss=0.3851, lr=0.003637, batch_cost=0.4826, reader_cost=0.0005 | ETA 01:44:34 2020-12-01 17:32:36 [INFO] [TRAIN] epoch=41, iter=27010/40000, loss=0.3722, lr=0.003634, batch_cost=0.4869, reader_cost=0.0003 | ETA 01:45:25 2020-12-01 17:32:40 [INFO] [TRAIN] epoch=41, iter=27020/40000, loss=0.3035, lr=0.003632, batch_cost=0.4938, reader_cost=0.0003 | ETA 01:46:50 2020-12-01 17:32:45 [INFO] [TRAIN] epoch=41, iter=27030/40000, loss=0.4631, lr=0.003629, batch_cost=0.4926, reader_cost=0.0004 | ETA 01:46:29 2020-12-01 17:32:50 [INFO] [TRAIN] epoch=41, iter=27040/40000, loss=0.3131, lr=0.003627, batch_cost=0.4846, reader_cost=0.0003 | ETA 01:44:40 2020-12-01 17:32:55 [INFO] [TRAIN] epoch=41, iter=27050/40000, loss=0.3526, lr=0.003624, batch_cost=0.4962, reader_cost=0.0004 | ETA 01:47:05 2020-12-01 17:33:00 [INFO] [TRAIN] epoch=41, iter=27060/40000, loss=0.4119, lr=0.003622, batch_cost=0.4838, reader_cost=0.0003 | ETA 01:44:20 2020-12-01 17:33:05 [INFO] [TRAIN] epoch=41, iter=27070/40000, loss=0.3768, lr=0.003619, batch_cost=0.4924, reader_cost=0.0003 | ETA 01:46:06 2020-12-01 17:33:10 [INFO] [TRAIN] epoch=41, iter=27080/40000, loss=0.3770, lr=0.003617, batch_cost=0.4894, reader_cost=0.0001 | ETA 01:45:23 2020-12-01 17:33:15 [INFO] [TRAIN] epoch=41, iter=27090/40000, loss=0.4034, lr=0.003614, batch_cost=0.4814, reader_cost=0.0001 | ETA 01:43:34 2020-12-01 17:33:19 [INFO] [TRAIN] epoch=41, iter=27100/40000, loss=0.3897, lr=0.003612, batch_cost=0.4801, reader_cost=0.0004 | ETA 01:43:12 2020-12-01 17:33:25 [INFO] [TRAIN] epoch=42, iter=27110/40000, loss=0.3835, lr=0.003609, batch_cost=0.5690, reader_cost=0.0632 | ETA 02:02:13 2020-12-01 17:33:30 [INFO] [TRAIN] epoch=42, iter=27120/40000, loss=0.4311, lr=0.003607, batch_cost=0.4886, reader_cost=0.0004 | ETA 01:44:52 2020-12-01 17:33:35 [INFO] [TRAIN] epoch=42, iter=27130/40000, loss=0.3177, lr=0.003604, batch_cost=0.4894, reader_cost=0.0005 | ETA 01:44:58 2020-12-01 17:33:40 [INFO] [TRAIN] epoch=42, iter=27140/40000, loss=0.3857, lr=0.003602, batch_cost=0.4926, reader_cost=0.0001 | ETA 01:45:34 2020-12-01 17:33:45 [INFO] [TRAIN] epoch=42, iter=27150/40000, loss=0.2820, lr=0.003599, batch_cost=0.4894, reader_cost=0.0001 | ETA 01:44:49 2020-12-01 17:33:50 [INFO] [TRAIN] epoch=42, iter=27160/40000, loss=0.3895, lr=0.003597, batch_cost=0.4871, reader_cost=0.0001 | ETA 01:44:14 2020-12-01 17:33:55 [INFO] [TRAIN] epoch=42, iter=27170/40000, loss=0.4450, lr=0.003594, batch_cost=0.4920, reader_cost=0.0017 | ETA 01:45:12 2020-12-01 17:34:00 [INFO] [TRAIN] epoch=42, iter=27180/40000, loss=0.4312, lr=0.003591, batch_cost=0.4961, reader_cost=0.0012 | ETA 01:45:59 2020-12-01 17:34:04 [INFO] [TRAIN] epoch=42, iter=27190/40000, loss=0.5770, lr=0.003589, batch_cost=0.4938, reader_cost=0.0017 | ETA 01:45:25 2020-12-01 17:34:09 [INFO] [TRAIN] epoch=42, iter=27200/40000, loss=0.3606, lr=0.003586, batch_cost=0.4949, reader_cost=0.0012 | ETA 01:45:34 2020-12-01 17:34:14 [INFO] [TRAIN] epoch=42, iter=27210/40000, loss=0.3825, lr=0.003584, batch_cost=0.4896, reader_cost=0.0014 | ETA 01:44:22 2020-12-01 17:34:19 [INFO] [TRAIN] epoch=42, iter=27220/40000, loss=0.3550, lr=0.003581, batch_cost=0.4932, reader_cost=0.0012 | ETA 01:45:03 2020-12-01 17:34:24 [INFO] [TRAIN] epoch=42, iter=27230/40000, loss=0.3403, lr=0.003579, batch_cost=0.4868, reader_cost=0.0010 | ETA 01:43:36 2020-12-01 17:34:29 [INFO] [TRAIN] epoch=42, iter=27240/40000, loss=0.4624, lr=0.003576, batch_cost=0.4946, reader_cost=0.0013 | ETA 01:45:10 2020-12-01 17:34:34 [INFO] [TRAIN] epoch=42, iter=27250/40000, loss=0.2665, lr=0.003574, batch_cost=0.4880, reader_cost=0.0006 | ETA 01:43:41 2020-12-01 17:34:39 [INFO] [TRAIN] epoch=42, iter=27260/40000, loss=0.4762, lr=0.003571, batch_cost=0.4895, reader_cost=0.0016 | ETA 01:43:55 2020-12-01 17:34:44 [INFO] [TRAIN] epoch=42, iter=27270/40000, loss=0.2110, lr=0.003569, batch_cost=0.4975, reader_cost=0.0005 | ETA 01:45:33 2020-12-01 17:34:49 [INFO] [TRAIN] epoch=42, iter=27280/40000, loss=0.5102, lr=0.003566, batch_cost=0.4929, reader_cost=0.0004 | ETA 01:44:29 2020-12-01 17:34:54 [INFO] [TRAIN] epoch=42, iter=27290/40000, loss=0.4182, lr=0.003564, batch_cost=0.4973, reader_cost=0.0007 | ETA 01:45:20 2020-12-01 17:34:59 [INFO] [TRAIN] epoch=42, iter=27300/40000, loss=0.3162, lr=0.003561, batch_cost=0.4948, reader_cost=0.0003 | ETA 01:44:43 2020-12-01 17:35:04 [INFO] [TRAIN] epoch=42, iter=27310/40000, loss=0.4605, lr=0.003559, batch_cost=0.4900, reader_cost=0.0002 | ETA 01:43:38 2020-12-01 17:35:09 [INFO] [TRAIN] epoch=42, iter=27320/40000, loss=0.4125, lr=0.003556, batch_cost=0.4977, reader_cost=0.0005 | ETA 01:45:10 2020-12-01 17:35:14 [INFO] [TRAIN] epoch=42, iter=27330/40000, loss=0.3642, lr=0.003554, batch_cost=0.4979, reader_cost=0.0004 | ETA 01:45:08 2020-12-01 17:35:18 [INFO] [TRAIN] epoch=42, iter=27340/40000, loss=0.2898, lr=0.003551, batch_cost=0.4961, reader_cost=0.0005 | ETA 01:44:40 2020-12-01 17:35:23 [INFO] [TRAIN] epoch=42, iter=27350/40000, loss=0.2684, lr=0.003549, batch_cost=0.4969, reader_cost=0.0001 | ETA 01:44:45 2020-12-01 17:35:28 [INFO] [TRAIN] epoch=42, iter=27360/40000, loss=0.3752, lr=0.003546, batch_cost=0.4937, reader_cost=0.0006 | ETA 01:44:00 2020-12-01 17:35:33 [INFO] [TRAIN] epoch=42, iter=27370/40000, loss=0.3679, lr=0.003544, batch_cost=0.4941, reader_cost=0.0001 | ETA 01:44:00 2020-12-01 17:35:38 [INFO] [TRAIN] epoch=42, iter=27380/40000, loss=0.3597, lr=0.003541, batch_cost=0.4933, reader_cost=0.0005 | ETA 01:43:44 2020-12-01 17:35:43 [INFO] [TRAIN] epoch=42, iter=27390/40000, loss=0.3977, lr=0.003539, batch_cost=0.4919, reader_cost=0.0006 | ETA 01:43:22 2020-12-01 17:35:48 [INFO] [TRAIN] epoch=42, iter=27400/40000, loss=0.3005, lr=0.003536, batch_cost=0.4924, reader_cost=0.0003 | ETA 01:43:23 2020-12-01 17:35:53 [INFO] [TRAIN] epoch=42, iter=27410/40000, loss=0.3575, lr=0.003533, batch_cost=0.4837, reader_cost=0.0004 | ETA 01:41:30 2020-12-01 17:35:58 [INFO] [TRAIN] epoch=42, iter=27420/40000, loss=0.3944, lr=0.003531, batch_cost=0.5005, reader_cost=0.0007 | ETA 01:44:56 2020-12-01 17:36:03 [INFO] [TRAIN] epoch=42, iter=27430/40000, loss=0.4704, lr=0.003528, batch_cost=0.5049, reader_cost=0.0016 | ETA 01:45:46 2020-12-01 17:36:08 [INFO] [TRAIN] epoch=42, iter=27440/40000, loss=0.2705, lr=0.003526, batch_cost=0.4971, reader_cost=0.0013 | ETA 01:44:03 2020-12-01 17:36:13 [INFO] [TRAIN] epoch=42, iter=27450/40000, loss=0.3439, lr=0.003523, batch_cost=0.4941, reader_cost=0.0012 | ETA 01:43:21 2020-12-01 17:36:18 [INFO] [TRAIN] epoch=42, iter=27460/40000, loss=0.4263, lr=0.003521, batch_cost=0.4951, reader_cost=0.0003 | ETA 01:43:28 2020-12-01 17:36:23 [INFO] [TRAIN] epoch=42, iter=27470/40000, loss=0.3005, lr=0.003518, batch_cost=0.4932, reader_cost=0.0006 | ETA 01:42:59 2020-12-01 17:36:28 [INFO] [TRAIN] epoch=42, iter=27480/40000, loss=0.3376, lr=0.003516, batch_cost=0.4868, reader_cost=0.0002 | ETA 01:41:34 2020-12-01 17:36:32 [INFO] [TRAIN] epoch=42, iter=27490/40000, loss=0.3061, lr=0.003513, batch_cost=0.4825, reader_cost=0.0004 | ETA 01:40:36 2020-12-01 17:36:37 [INFO] [TRAIN] epoch=42, iter=27500/40000, loss=0.2724, lr=0.003511, batch_cost=0.4856, reader_cost=0.0006 | ETA 01:41:09 2020-12-01 17:36:42 [INFO] [TRAIN] epoch=42, iter=27510/40000, loss=0.4030, lr=0.003508, batch_cost=0.4898, reader_cost=0.0005 | ETA 01:41:58 2020-12-01 17:36:47 [INFO] [TRAIN] epoch=42, iter=27520/40000, loss=0.3480, lr=0.003506, batch_cost=0.4872, reader_cost=0.0002 | ETA 01:41:20 2020-12-01 17:36:52 [INFO] [TRAIN] epoch=42, iter=27530/40000, loss=0.3830, lr=0.003503, batch_cost=0.4912, reader_cost=0.0004 | ETA 01:42:05 2020-12-01 17:36:57 [INFO] [TRAIN] epoch=42, iter=27540/40000, loss=0.3476, lr=0.003501, batch_cost=0.4893, reader_cost=0.0008 | ETA 01:41:36 2020-12-01 17:37:02 [INFO] [TRAIN] epoch=42, iter=27550/40000, loss=0.3975, lr=0.003498, batch_cost=0.4879, reader_cost=0.0003 | ETA 01:41:14 2020-12-01 17:37:07 [INFO] [TRAIN] epoch=42, iter=27560/40000, loss=0.3414, lr=0.003496, batch_cost=0.4842, reader_cost=0.0002 | ETA 01:40:23 2020-12-01 17:37:12 [INFO] [TRAIN] epoch=42, iter=27570/40000, loss=0.3894, lr=0.003493, batch_cost=0.4884, reader_cost=0.0003 | ETA 01:41:10 2020-12-01 17:37:16 [INFO] [TRAIN] epoch=42, iter=27580/40000, loss=0.3091, lr=0.003490, batch_cost=0.4846, reader_cost=0.0003 | ETA 01:40:18 2020-12-01 17:37:21 [INFO] [TRAIN] epoch=42, iter=27590/40000, loss=0.5041, lr=0.003488, batch_cost=0.4965, reader_cost=0.0014 | ETA 01:42:41 2020-12-01 17:37:26 [INFO] [TRAIN] epoch=42, iter=27600/40000, loss=0.3122, lr=0.003485, batch_cost=0.4929, reader_cost=0.0013 | ETA 01:41:52 2020-12-01 17:37:31 [INFO] [TRAIN] epoch=42, iter=27610/40000, loss=0.4031, lr=0.003483, batch_cost=0.4892, reader_cost=0.0004 | ETA 01:41:00 2020-12-01 17:37:36 [INFO] [TRAIN] epoch=42, iter=27620/40000, loss=0.3728, lr=0.003480, batch_cost=0.4862, reader_cost=0.0008 | ETA 01:40:18 2020-12-01 17:37:41 [INFO] [TRAIN] epoch=42, iter=27630/40000, loss=0.3662, lr=0.003478, batch_cost=0.4841, reader_cost=0.0009 | ETA 01:39:48 2020-12-01 17:37:46 [INFO] [TRAIN] epoch=42, iter=27640/40000, loss=0.4030, lr=0.003475, batch_cost=0.5037, reader_cost=0.0007 | ETA 01:43:46 2020-12-01 17:37:51 [INFO] [TRAIN] epoch=42, iter=27650/40000, loss=0.3515, lr=0.003473, batch_cost=0.4892, reader_cost=0.0005 | ETA 01:40:41 2020-12-01 17:37:56 [INFO] [TRAIN] epoch=42, iter=27660/40000, loss=0.3201, lr=0.003470, batch_cost=0.4962, reader_cost=0.0009 | ETA 01:42:03 2020-12-01 17:38:01 [INFO] [TRAIN] epoch=42, iter=27670/40000, loss=0.2945, lr=0.003468, batch_cost=0.4953, reader_cost=0.0005 | ETA 01:41:46 2020-12-01 17:38:06 [INFO] [TRAIN] epoch=42, iter=27680/40000, loss=0.3776, lr=0.003465, batch_cost=0.4897, reader_cost=0.0018 | ETA 01:40:33 2020-12-01 17:38:11 [INFO] [TRAIN] epoch=42, iter=27690/40000, loss=0.4428, lr=0.003463, batch_cost=0.5013, reader_cost=0.0011 | ETA 01:42:51 2020-12-01 17:38:15 [INFO] [TRAIN] epoch=42, iter=27700/40000, loss=0.4086, lr=0.003460, batch_cost=0.4868, reader_cost=0.0012 | ETA 01:39:47 2020-12-01 17:38:20 [INFO] [TRAIN] epoch=42, iter=27710/40000, loss=0.2842, lr=0.003458, batch_cost=0.4902, reader_cost=0.0003 | ETA 01:40:24 2020-12-01 17:38:25 [INFO] [TRAIN] epoch=42, iter=27720/40000, loss=0.3052, lr=0.003455, batch_cost=0.4936, reader_cost=0.0012 | ETA 01:41:01 2020-12-01 17:38:30 [INFO] [TRAIN] epoch=42, iter=27730/40000, loss=0.3816, lr=0.003453, batch_cost=0.4954, reader_cost=0.0009 | ETA 01:41:18 2020-12-01 17:38:35 [INFO] [TRAIN] epoch=42, iter=27740/40000, loss=0.3305, lr=0.003450, batch_cost=0.4923, reader_cost=0.0013 | ETA 01:40:35 2020-12-01 17:38:40 [INFO] [TRAIN] epoch=42, iter=27750/40000, loss=0.3707, lr=0.003447, batch_cost=0.4996, reader_cost=0.0027 | ETA 01:42:00 2020-12-01 17:38:45 [INFO] [TRAIN] epoch=42, iter=27760/40000, loss=0.3035, lr=0.003445, batch_cost=0.4877, reader_cost=0.0011 | ETA 01:39:29 2020-12-01 17:38:51 [INFO] [TRAIN] epoch=43, iter=27770/40000, loss=0.5332, lr=0.003442, batch_cost=0.5614, reader_cost=0.0586 | ETA 01:54:25 2020-12-01 17:38:56 [INFO] [TRAIN] epoch=43, iter=27780/40000, loss=0.3716, lr=0.003440, batch_cost=0.4927, reader_cost=0.0007 | ETA 01:40:20 2020-12-01 17:39:00 [INFO] [TRAIN] epoch=43, iter=27790/40000, loss=0.3465, lr=0.003437, batch_cost=0.4845, reader_cost=0.0013 | ETA 01:38:36 2020-12-01 17:39:05 [INFO] [TRAIN] epoch=43, iter=27800/40000, loss=0.4509, lr=0.003435, batch_cost=0.4933, reader_cost=0.0014 | ETA 01:40:18 2020-12-01 17:39:10 [INFO] [TRAIN] epoch=43, iter=27810/40000, loss=0.3801, lr=0.003432, batch_cost=0.4908, reader_cost=0.0008 | ETA 01:39:42 2020-12-01 17:39:15 [INFO] [TRAIN] epoch=43, iter=27820/40000, loss=0.3558, lr=0.003430, batch_cost=0.4983, reader_cost=0.0012 | ETA 01:41:09 2020-12-01 17:39:20 [INFO] [TRAIN] epoch=43, iter=27830/40000, loss=0.3819, lr=0.003427, batch_cost=0.4962, reader_cost=0.0002 | ETA 01:40:38 2020-12-01 17:39:25 [INFO] [TRAIN] epoch=43, iter=27840/40000, loss=0.3714, lr=0.003425, batch_cost=0.4926, reader_cost=0.0013 | ETA 01:39:50 2020-12-01 17:39:30 [INFO] [TRAIN] epoch=43, iter=27850/40000, loss=0.4444, lr=0.003422, batch_cost=0.4970, reader_cost=0.0002 | ETA 01:40:38 2020-12-01 17:39:35 [INFO] [TRAIN] epoch=43, iter=27860/40000, loss=0.3219, lr=0.003420, batch_cost=0.4892, reader_cost=0.0003 | ETA 01:38:59 2020-12-01 17:39:40 [INFO] [TRAIN] epoch=43, iter=27870/40000, loss=0.3510, lr=0.003417, batch_cost=0.4924, reader_cost=0.0011 | ETA 01:39:32 2020-12-01 17:39:45 [INFO] [TRAIN] epoch=43, iter=27880/40000, loss=0.3231, lr=0.003415, batch_cost=0.4905, reader_cost=0.0006 | ETA 01:39:04 2020-12-01 17:39:50 [INFO] [TRAIN] epoch=43, iter=27890/40000, loss=0.3435, lr=0.003412, batch_cost=0.4952, reader_cost=0.0015 | ETA 01:39:56 2020-12-01 17:39:55 [INFO] [TRAIN] epoch=43, iter=27900/40000, loss=0.3565, lr=0.003409, batch_cost=0.4868, reader_cost=0.0015 | ETA 01:38:09 2020-12-01 17:40:00 [INFO] [TRAIN] epoch=43, iter=27910/40000, loss=0.2936, lr=0.003407, batch_cost=0.4921, reader_cost=0.0015 | ETA 01:39:10 2020-12-01 17:40:05 [INFO] [TRAIN] epoch=43, iter=27920/40000, loss=0.3561, lr=0.003404, batch_cost=0.4932, reader_cost=0.0013 | ETA 01:39:18 2020-12-01 17:40:10 [INFO] [TRAIN] epoch=43, iter=27930/40000, loss=0.3078, lr=0.003402, batch_cost=0.5018, reader_cost=0.0017 | ETA 01:40:56 2020-12-01 17:40:15 [INFO] [TRAIN] epoch=43, iter=27940/40000, loss=0.3096, lr=0.003399, batch_cost=0.4954, reader_cost=0.0016 | ETA 01:39:34 2020-12-01 17:40:19 [INFO] [TRAIN] epoch=43, iter=27950/40000, loss=0.8046, lr=0.003397, batch_cost=0.4935, reader_cost=0.0016 | ETA 01:39:06 2020-12-01 17:40:24 [INFO] [TRAIN] epoch=43, iter=27960/40000, loss=0.4859, lr=0.003394, batch_cost=0.4877, reader_cost=0.0008 | ETA 01:37:51 2020-12-01 17:40:29 [INFO] [TRAIN] epoch=43, iter=27970/40000, loss=0.3834, lr=0.003392, batch_cost=0.4924, reader_cost=0.0010 | ETA 01:38:43 2020-12-01 17:40:34 [INFO] [TRAIN] epoch=43, iter=27980/40000, loss=0.3841, lr=0.003389, batch_cost=0.4950, reader_cost=0.0006 | ETA 01:39:09 2020-12-01 17:40:39 [INFO] [TRAIN] epoch=43, iter=27990/40000, loss=0.3831, lr=0.003387, batch_cost=0.4910, reader_cost=0.0009 | ETA 01:38:16 2020-12-01 17:40:44 [INFO] [TRAIN] epoch=43, iter=28000/40000, loss=0.3579, lr=0.003384, batch_cost=0.4930, reader_cost=0.0007 | ETA 01:38:35 2020-12-01 17:40:49 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 17:42:47 [INFO] [EVAL] #Images=1449 mIoU=0.7697 Acc=0.9476 Kappa=0.8832 2020-12-01 17:42:47 [INFO] [EVAL] Class IoU: [0.9416 0.919 0.4247 0.8831 0.653 0.7797 0.934 0.8798 0.9083 0.4237 0.8863 0.5669 0.8416 0.8858 0.855 0.86 0.6133 0.8727 0.3859 0.8874 0.7623] 2020-12-01 17:42:47 [INFO] [EVAL] Class Acc: [0.9626 0.9548 0.4457 0.9394 0.7592 0.9218 0.9796 0.9394 0.9371 0.5832 0.9729 0.8611 0.9054 0.9417 0.9365 0.9393 0.7842 0.9272 0.8499 0.9569 0.951 ] 2020-12-01 17:42:47 [INFO] [EVAL] The model with the best validation mIoU (0.7743) was saved at iter 24000. 2020-12-01 17:42:52 [INFO] [TRAIN] epoch=43, iter=28010/40000, loss=0.4250, lr=0.003382, batch_cost=0.4835, reader_cost=0.0007 | ETA 01:36:37 2020-12-01 17:42:57 [INFO] [TRAIN] epoch=43, iter=28020/40000, loss=0.3125, lr=0.003379, batch_cost=0.4791, reader_cost=0.0001 | ETA 01:35:39 2020-12-01 17:43:02 [INFO] [TRAIN] epoch=43, iter=28030/40000, loss=0.4150, lr=0.003376, batch_cost=0.4788, reader_cost=0.0010 | ETA 01:35:31 2020-12-01 17:43:07 [INFO] [TRAIN] epoch=43, iter=28040/40000, loss=0.4140, lr=0.003374, batch_cost=0.4870, reader_cost=0.0003 | ETA 01:37:04 2020-12-01 17:43:12 [INFO] [TRAIN] epoch=43, iter=28050/40000, loss=0.3317, lr=0.003371, batch_cost=0.4880, reader_cost=0.0003 | ETA 01:37:12 2020-12-01 17:43:16 [INFO] [TRAIN] epoch=43, iter=28060/40000, loss=0.4691, lr=0.003369, batch_cost=0.4813, reader_cost=0.0003 | ETA 01:35:46 2020-12-01 17:43:21 [INFO] [TRAIN] epoch=43, iter=28070/40000, loss=0.3121, lr=0.003366, batch_cost=0.4755, reader_cost=0.0004 | ETA 01:34:32 2020-12-01 17:43:26 [INFO] [TRAIN] epoch=43, iter=28080/40000, loss=0.3208, lr=0.003364, batch_cost=0.4854, reader_cost=0.0002 | ETA 01:36:25 2020-12-01 17:43:31 [INFO] [TRAIN] epoch=43, iter=28090/40000, loss=0.4523, lr=0.003361, batch_cost=0.4814, reader_cost=0.0003 | ETA 01:35:33 2020-12-01 17:43:36 [INFO] [TRAIN] epoch=43, iter=28100/40000, loss=0.3027, lr=0.003359, batch_cost=0.4830, reader_cost=0.0001 | ETA 01:35:47 2020-12-01 17:43:40 [INFO] [TRAIN] epoch=43, iter=28110/40000, loss=0.4482, lr=0.003356, batch_cost=0.4843, reader_cost=0.0008 | ETA 01:35:58 2020-12-01 17:43:45 [INFO] [TRAIN] epoch=43, iter=28120/40000, loss=0.3849, lr=0.003354, batch_cost=0.4819, reader_cost=0.0008 | ETA 01:35:25 2020-12-01 17:43:50 [INFO] [TRAIN] epoch=43, iter=28130/40000, loss=0.4899, lr=0.003351, batch_cost=0.4891, reader_cost=0.0011 | ETA 01:36:45 2020-12-01 17:43:55 [INFO] [TRAIN] epoch=43, iter=28140/40000, loss=0.3395, lr=0.003349, batch_cost=0.4864, reader_cost=0.0010 | ETA 01:36:08 2020-12-01 17:44:00 [INFO] [TRAIN] epoch=43, iter=28150/40000, loss=0.3599, lr=0.003346, batch_cost=0.4894, reader_cost=0.0008 | ETA 01:36:39 2020-12-01 17:44:05 [INFO] [TRAIN] epoch=43, iter=28160/40000, loss=0.3632, lr=0.003343, batch_cost=0.4864, reader_cost=0.0010 | ETA 01:35:59 2020-12-01 17:44:10 [INFO] [TRAIN] epoch=43, iter=28170/40000, loss=0.2799, lr=0.003341, batch_cost=0.4849, reader_cost=0.0003 | ETA 01:35:36 2020-12-01 17:44:14 [INFO] [TRAIN] epoch=43, iter=28180/40000, loss=0.3344, lr=0.003338, batch_cost=0.4819, reader_cost=0.0010 | ETA 01:34:55 2020-12-01 17:44:19 [INFO] [TRAIN] epoch=43, iter=28190/40000, loss=0.4925, lr=0.003336, batch_cost=0.4896, reader_cost=0.0006 | ETA 01:36:22 2020-12-01 17:44:24 [INFO] [TRAIN] epoch=43, iter=28200/40000, loss=0.3509, lr=0.003333, batch_cost=0.4861, reader_cost=0.0014 | ETA 01:35:36 2020-12-01 17:44:29 [INFO] [TRAIN] epoch=43, iter=28210/40000, loss=0.4002, lr=0.003331, batch_cost=0.4901, reader_cost=0.0009 | ETA 01:36:18 2020-12-01 17:44:34 [INFO] [TRAIN] epoch=43, iter=28220/40000, loss=0.3373, lr=0.003328, batch_cost=0.5011, reader_cost=0.0006 | ETA 01:38:22 2020-12-01 17:44:39 [INFO] [TRAIN] epoch=43, iter=28230/40000, loss=0.3618, lr=0.003326, batch_cost=0.4941, reader_cost=0.0004 | ETA 01:36:55 2020-12-01 17:44:44 [INFO] [TRAIN] epoch=43, iter=28240/40000, loss=0.4762, lr=0.003323, batch_cost=0.4864, reader_cost=0.0005 | ETA 01:35:19 2020-12-01 17:44:49 [INFO] [TRAIN] epoch=43, iter=28250/40000, loss=0.5195, lr=0.003321, batch_cost=0.4894, reader_cost=0.0014 | ETA 01:35:50 2020-12-01 17:44:54 [INFO] [TRAIN] epoch=43, iter=28260/40000, loss=0.3505, lr=0.003318, batch_cost=0.4977, reader_cost=0.0002 | ETA 01:37:22 2020-12-01 17:44:59 [INFO] [TRAIN] epoch=43, iter=28270/40000, loss=0.3060, lr=0.003315, batch_cost=0.4963, reader_cost=0.0003 | ETA 01:37:01 2020-12-01 17:45:04 [INFO] [TRAIN] epoch=43, iter=28280/40000, loss=0.4426, lr=0.003313, batch_cost=0.5001, reader_cost=0.0003 | ETA 01:37:41 2020-12-01 17:45:09 [INFO] [TRAIN] epoch=43, iter=28290/40000, loss=0.4536, lr=0.003310, batch_cost=0.4961, reader_cost=0.0008 | ETA 01:36:48 2020-12-01 17:45:14 [INFO] [TRAIN] epoch=43, iter=28300/40000, loss=0.3068, lr=0.003308, batch_cost=0.4979, reader_cost=0.0014 | ETA 01:37:05 2020-12-01 17:45:19 [INFO] [TRAIN] epoch=43, iter=28310/40000, loss=0.4583, lr=0.003305, batch_cost=0.4980, reader_cost=0.0005 | ETA 01:37:01 2020-12-01 17:45:24 [INFO] [TRAIN] epoch=43, iter=28320/40000, loss=0.2969, lr=0.003303, batch_cost=0.4921, reader_cost=0.0001 | ETA 01:35:47 2020-12-01 17:45:29 [INFO] [TRAIN] epoch=43, iter=28330/40000, loss=0.4243, lr=0.003300, batch_cost=0.5036, reader_cost=0.0006 | ETA 01:37:57 2020-12-01 17:45:34 [INFO] [TRAIN] epoch=43, iter=28340/40000, loss=0.4678, lr=0.003298, batch_cost=0.4949, reader_cost=0.0005 | ETA 01:36:10 2020-12-01 17:45:38 [INFO] [TRAIN] epoch=43, iter=28350/40000, loss=0.4760, lr=0.003295, batch_cost=0.4877, reader_cost=0.0003 | ETA 01:34:41 2020-12-01 17:45:43 [INFO] [TRAIN] epoch=43, iter=28360/40000, loss=0.4311, lr=0.003293, batch_cost=0.4971, reader_cost=0.0002 | ETA 01:36:26 2020-12-01 17:45:48 [INFO] [TRAIN] epoch=43, iter=28370/40000, loss=0.3416, lr=0.003290, batch_cost=0.4939, reader_cost=0.0002 | ETA 01:35:43 2020-12-01 17:45:53 [INFO] [TRAIN] epoch=43, iter=28380/40000, loss=0.3431, lr=0.003287, batch_cost=0.4834, reader_cost=0.0003 | ETA 01:33:36 2020-12-01 17:45:58 [INFO] [TRAIN] epoch=43, iter=28390/40000, loss=0.5029, lr=0.003285, batch_cost=0.4928, reader_cost=0.0001 | ETA 01:35:21 2020-12-01 17:46:03 [INFO] [TRAIN] epoch=43, iter=28400/40000, loss=0.3734, lr=0.003282, batch_cost=0.4946, reader_cost=0.0003 | ETA 01:35:37 2020-12-01 17:46:08 [INFO] [TRAIN] epoch=43, iter=28410/40000, loss=0.4922, lr=0.003280, batch_cost=0.4935, reader_cost=0.0005 | ETA 01:35:20 2020-12-01 17:46:13 [INFO] [TRAIN] epoch=43, iter=28420/40000, loss=0.3387, lr=0.003277, batch_cost=0.4760, reader_cost=0.0003 | ETA 01:31:51 2020-12-01 17:46:19 [INFO] [TRAIN] epoch=44, iter=28430/40000, loss=0.3906, lr=0.003275, batch_cost=0.5846, reader_cost=0.0517 | ETA 01:52:44 2020-12-01 17:46:24 [INFO] [TRAIN] epoch=44, iter=28440/40000, loss=0.5229, lr=0.003272, batch_cost=0.4876, reader_cost=0.0002 | ETA 01:33:56 2020-12-01 17:46:28 [INFO] [TRAIN] epoch=44, iter=28450/40000, loss=0.3198, lr=0.003270, batch_cost=0.4866, reader_cost=0.0001 | ETA 01:33:40 2020-12-01 17:46:33 [INFO] [TRAIN] epoch=44, iter=28460/40000, loss=0.2740, lr=0.003267, batch_cost=0.4900, reader_cost=0.0001 | ETA 01:34:14 2020-12-01 17:46:38 [INFO] [TRAIN] epoch=44, iter=28470/40000, loss=0.3399, lr=0.003265, batch_cost=0.4835, reader_cost=0.0001 | ETA 01:32:54 2020-12-01 17:46:43 [INFO] [TRAIN] epoch=44, iter=28480/40000, loss=0.5108, lr=0.003262, batch_cost=0.4901, reader_cost=0.0001 | ETA 01:34:05 2020-12-01 17:46:48 [INFO] [TRAIN] epoch=44, iter=28490/40000, loss=0.2712, lr=0.003259, batch_cost=0.4993, reader_cost=0.0004 | ETA 01:35:47 2020-12-01 17:46:53 [INFO] [TRAIN] epoch=44, iter=28500/40000, loss=0.2506, lr=0.003257, batch_cost=0.4885, reader_cost=0.0010 | ETA 01:33:38 2020-12-01 17:46:58 [INFO] [TRAIN] epoch=44, iter=28510/40000, loss=0.3084, lr=0.003254, batch_cost=0.4786, reader_cost=0.0003 | ETA 01:31:39 2020-12-01 17:47:03 [INFO] [TRAIN] epoch=44, iter=28520/40000, loss=0.4342, lr=0.003252, batch_cost=0.4938, reader_cost=0.0003 | ETA 01:34:28 2020-12-01 17:47:07 [INFO] [TRAIN] epoch=44, iter=28530/40000, loss=0.3570, lr=0.003249, batch_cost=0.4858, reader_cost=0.0003 | ETA 01:32:52 2020-12-01 17:47:12 [INFO] [TRAIN] epoch=44, iter=28540/40000, loss=0.3358, lr=0.003247, batch_cost=0.4911, reader_cost=0.0001 | ETA 01:33:47 2020-12-01 17:47:17 [INFO] [TRAIN] epoch=44, iter=28550/40000, loss=0.3675, lr=0.003244, batch_cost=0.4764, reader_cost=0.0001 | ETA 01:30:54 2020-12-01 17:47:22 [INFO] [TRAIN] epoch=44, iter=28560/40000, loss=0.3901, lr=0.003242, batch_cost=0.4867, reader_cost=0.0002 | ETA 01:32:47 2020-12-01 17:47:27 [INFO] [TRAIN] epoch=44, iter=28570/40000, loss=0.3513, lr=0.003239, batch_cost=0.4927, reader_cost=0.0001 | ETA 01:33:51 2020-12-01 17:47:32 [INFO] [TRAIN] epoch=44, iter=28580/40000, loss=0.3834, lr=0.003237, batch_cost=0.4916, reader_cost=0.0006 | ETA 01:33:34 2020-12-01 17:47:37 [INFO] [TRAIN] epoch=44, iter=28590/40000, loss=0.3739, lr=0.003234, batch_cost=0.4924, reader_cost=0.0003 | ETA 01:33:38 2020-12-01 17:47:42 [INFO] [TRAIN] epoch=44, iter=28600/40000, loss=0.3580, lr=0.003231, batch_cost=0.4932, reader_cost=0.0003 | ETA 01:33:42 2020-12-01 17:47:47 [INFO] [TRAIN] epoch=44, iter=28610/40000, loss=0.3863, lr=0.003229, batch_cost=0.4881, reader_cost=0.0001 | ETA 01:32:39 2020-12-01 17:47:52 [INFO] [TRAIN] epoch=44, iter=28620/40000, loss=0.3683, lr=0.003226, batch_cost=0.4886, reader_cost=0.0002 | ETA 01:32:40 2020-12-01 17:47:56 [INFO] [TRAIN] epoch=44, iter=28630/40000, loss=0.3919, lr=0.003224, batch_cost=0.4906, reader_cost=0.0001 | ETA 01:32:58 2020-12-01 17:48:01 [INFO] [TRAIN] epoch=44, iter=28640/40000, loss=0.3261, lr=0.003221, batch_cost=0.4858, reader_cost=0.0002 | ETA 01:31:58 2020-12-01 17:48:06 [INFO] [TRAIN] epoch=44, iter=28650/40000, loss=0.3381, lr=0.003219, batch_cost=0.4972, reader_cost=0.0008 | ETA 01:34:03 2020-12-01 17:48:11 [INFO] [TRAIN] epoch=44, iter=28660/40000, loss=0.3275, lr=0.003216, batch_cost=0.4902, reader_cost=0.0003 | ETA 01:32:39 2020-12-01 17:48:16 [INFO] [TRAIN] epoch=44, iter=28670/40000, loss=0.4129, lr=0.003214, batch_cost=0.4982, reader_cost=0.0010 | ETA 01:34:04 2020-12-01 17:48:21 [INFO] [TRAIN] epoch=44, iter=28680/40000, loss=0.4080, lr=0.003211, batch_cost=0.4986, reader_cost=0.0015 | ETA 01:34:03 2020-12-01 17:48:26 [INFO] [TRAIN] epoch=44, iter=28690/40000, loss=0.3608, lr=0.003208, batch_cost=0.4903, reader_cost=0.0015 | ETA 01:32:25 2020-12-01 17:48:31 [INFO] [TRAIN] epoch=44, iter=28700/40000, loss=0.3698, lr=0.003206, batch_cost=0.4936, reader_cost=0.0005 | ETA 01:32:57 2020-12-01 17:48:36 [INFO] [TRAIN] epoch=44, iter=28710/40000, loss=0.3236, lr=0.003203, batch_cost=0.4935, reader_cost=0.0008 | ETA 01:32:51 2020-12-01 17:48:41 [INFO] [TRAIN] epoch=44, iter=28720/40000, loss=0.3851, lr=0.003201, batch_cost=0.4903, reader_cost=0.0005 | ETA 01:32:10 2020-12-01 17:48:46 [INFO] [TRAIN] epoch=44, iter=28730/40000, loss=0.3273, lr=0.003198, batch_cost=0.4972, reader_cost=0.0013 | ETA 01:33:23 2020-12-01 17:48:51 [INFO] [TRAIN] epoch=44, iter=28740/40000, loss=0.5107, lr=0.003196, batch_cost=0.4913, reader_cost=0.0015 | ETA 01:32:11 2020-12-01 17:48:56 [INFO] [TRAIN] epoch=44, iter=28750/40000, loss=0.4398, lr=0.003193, batch_cost=0.4985, reader_cost=0.0009 | ETA 01:33:28 2020-12-01 17:49:01 [INFO] [TRAIN] epoch=44, iter=28760/40000, loss=0.3206, lr=0.003191, batch_cost=0.4895, reader_cost=0.0014 | ETA 01:31:42 2020-12-01 17:49:06 [INFO] [TRAIN] epoch=44, iter=28770/40000, loss=0.3197, lr=0.003188, batch_cost=0.5040, reader_cost=0.0010 | ETA 01:34:20 2020-12-01 17:49:11 [INFO] [TRAIN] epoch=44, iter=28780/40000, loss=0.2929, lr=0.003185, batch_cost=0.4921, reader_cost=0.0005 | ETA 01:32:01 2020-12-01 17:49:15 [INFO] [TRAIN] epoch=44, iter=28790/40000, loss=0.4073, lr=0.003183, batch_cost=0.4883, reader_cost=0.0003 | ETA 01:31:13 2020-12-01 17:49:20 [INFO] [TRAIN] epoch=44, iter=28800/40000, loss=0.3643, lr=0.003180, batch_cost=0.4937, reader_cost=0.0004 | ETA 01:32:09 2020-12-01 17:49:25 [INFO] [TRAIN] epoch=44, iter=28810/40000, loss=0.3879, lr=0.003178, batch_cost=0.4864, reader_cost=0.0008 | ETA 01:30:43 2020-12-01 17:49:30 [INFO] [TRAIN] epoch=44, iter=28820/40000, loss=0.3809, lr=0.003175, batch_cost=0.4921, reader_cost=0.0003 | ETA 01:31:41 2020-12-01 17:49:35 [INFO] [TRAIN] epoch=44, iter=28830/40000, loss=0.2675, lr=0.003173, batch_cost=0.4971, reader_cost=0.0006 | ETA 01:32:32 2020-12-01 17:49:40 [INFO] [TRAIN] epoch=44, iter=28840/40000, loss=0.3734, lr=0.003170, batch_cost=0.4893, reader_cost=0.0007 | ETA 01:31:01 2020-12-01 17:49:45 [INFO] [TRAIN] epoch=44, iter=28850/40000, loss=0.3624, lr=0.003168, batch_cost=0.4805, reader_cost=0.0003 | ETA 01:29:17 2020-12-01 17:49:50 [INFO] [TRAIN] epoch=44, iter=28860/40000, loss=0.3124, lr=0.003165, batch_cost=0.4851, reader_cost=0.0003 | ETA 01:30:03 2020-12-01 17:49:54 [INFO] [TRAIN] epoch=44, iter=28870/40000, loss=0.3683, lr=0.003162, batch_cost=0.4837, reader_cost=0.0003 | ETA 01:29:43 2020-12-01 17:49:59 [INFO] [TRAIN] epoch=44, iter=28880/40000, loss=0.2970, lr=0.003160, batch_cost=0.4985, reader_cost=0.0001 | ETA 01:32:23 2020-12-01 17:50:04 [INFO] [TRAIN] epoch=44, iter=28890/40000, loss=0.3661, lr=0.003157, batch_cost=0.4898, reader_cost=0.0005 | ETA 01:30:41 2020-12-01 17:50:09 [INFO] [TRAIN] epoch=44, iter=28900/40000, loss=0.5046, lr=0.003155, batch_cost=0.4869, reader_cost=0.0006 | ETA 01:30:04 2020-12-01 17:50:14 [INFO] [TRAIN] epoch=44, iter=28910/40000, loss=0.5476, lr=0.003152, batch_cost=0.4975, reader_cost=0.0006 | ETA 01:31:57 2020-12-01 17:50:19 [INFO] [TRAIN] epoch=44, iter=28920/40000, loss=0.3590, lr=0.003150, batch_cost=0.4935, reader_cost=0.0003 | ETA 01:31:08 2020-12-01 17:50:24 [INFO] [TRAIN] epoch=44, iter=28930/40000, loss=0.2802, lr=0.003147, batch_cost=0.4958, reader_cost=0.0003 | ETA 01:31:28 2020-12-01 17:50:29 [INFO] [TRAIN] epoch=44, iter=28940/40000, loss=0.3743, lr=0.003145, batch_cost=0.4947, reader_cost=0.0002 | ETA 01:31:10 2020-12-01 17:50:34 [INFO] [TRAIN] epoch=44, iter=28950/40000, loss=0.2671, lr=0.003142, batch_cost=0.4853, reader_cost=0.0001 | ETA 01:29:22 2020-12-01 17:50:39 [INFO] [TRAIN] epoch=44, iter=28960/40000, loss=0.2942, lr=0.003139, batch_cost=0.4963, reader_cost=0.0013 | ETA 01:31:19 2020-12-01 17:50:44 [INFO] [TRAIN] epoch=44, iter=28970/40000, loss=0.2485, lr=0.003137, batch_cost=0.4936, reader_cost=0.0011 | ETA 01:30:44 2020-12-01 17:50:49 [INFO] [TRAIN] epoch=44, iter=28980/40000, loss=0.3210, lr=0.003134, batch_cost=0.4958, reader_cost=0.0007 | ETA 01:31:04 2020-12-01 17:50:54 [INFO] [TRAIN] epoch=44, iter=28990/40000, loss=0.3722, lr=0.003132, batch_cost=0.4933, reader_cost=0.0013 | ETA 01:30:31 2020-12-01 17:50:59 [INFO] [TRAIN] epoch=44, iter=29000/40000, loss=0.2804, lr=0.003129, batch_cost=0.4940, reader_cost=0.0013 | ETA 01:30:33 2020-12-01 17:51:04 [INFO] [TRAIN] epoch=44, iter=29010/40000, loss=0.3828, lr=0.003127, batch_cost=0.4915, reader_cost=0.0017 | ETA 01:30:01 2020-12-01 17:51:09 [INFO] [TRAIN] epoch=44, iter=29020/40000, loss=0.3858, lr=0.003124, batch_cost=0.4963, reader_cost=0.0017 | ETA 01:30:49 2020-12-01 17:51:14 [INFO] [TRAIN] epoch=44, iter=29030/40000, loss=0.3135, lr=0.003122, batch_cost=0.5000, reader_cost=0.0018 | ETA 01:31:25 2020-12-01 17:51:18 [INFO] [TRAIN] epoch=44, iter=29040/40000, loss=0.2736, lr=0.003119, batch_cost=0.4928, reader_cost=0.0013 | ETA 01:30:00 2020-12-01 17:51:23 [INFO] [TRAIN] epoch=44, iter=29050/40000, loss=0.2758, lr=0.003116, batch_cost=0.4860, reader_cost=0.0006 | ETA 01:28:41 2020-12-01 17:51:28 [INFO] [TRAIN] epoch=44, iter=29060/40000, loss=0.3557, lr=0.003114, batch_cost=0.4882, reader_cost=0.0004 | ETA 01:29:00 2020-12-01 17:51:33 [INFO] [TRAIN] epoch=44, iter=29070/40000, loss=0.4110, lr=0.003111, batch_cost=0.4896, reader_cost=0.0009 | ETA 01:29:11 2020-12-01 17:51:38 [INFO] [TRAIN] epoch=44, iter=29080/40000, loss=0.4113, lr=0.003109, batch_cost=0.4854, reader_cost=0.0007 | ETA 01:28:20 2020-12-01 17:51:44 [INFO] [TRAIN] epoch=45, iter=29090/40000, loss=0.2800, lr=0.003106, batch_cost=0.5580, reader_cost=0.0563 | ETA 01:41:28 2020-12-01 17:51:48 [INFO] [TRAIN] epoch=45, iter=29100/40000, loss=0.2046, lr=0.003104, batch_cost=0.4885, reader_cost=0.0004 | ETA 01:28:44 2020-12-01 17:51:53 [INFO] [TRAIN] epoch=45, iter=29110/40000, loss=0.3089, lr=0.003101, batch_cost=0.4973, reader_cost=0.0014 | ETA 01:30:15 2020-12-01 17:51:58 [INFO] [TRAIN] epoch=45, iter=29120/40000, loss=0.3081, lr=0.003098, batch_cost=0.4884, reader_cost=0.0008 | ETA 01:28:34 2020-12-01 17:52:03 [INFO] [TRAIN] epoch=45, iter=29130/40000, loss=0.3371, lr=0.003096, batch_cost=0.4895, reader_cost=0.0006 | ETA 01:28:41 2020-12-01 17:52:08 [INFO] [TRAIN] epoch=45, iter=29140/40000, loss=0.3912, lr=0.003093, batch_cost=0.4957, reader_cost=0.0009 | ETA 01:29:43 2020-12-01 17:52:13 [INFO] [TRAIN] epoch=45, iter=29150/40000, loss=0.4323, lr=0.003091, batch_cost=0.4883, reader_cost=0.0004 | ETA 01:28:18 2020-12-01 17:52:18 [INFO] [TRAIN] epoch=45, iter=29160/40000, loss=0.3590, lr=0.003088, batch_cost=0.4867, reader_cost=0.0009 | ETA 01:27:55 2020-12-01 17:52:23 [INFO] [TRAIN] epoch=45, iter=29170/40000, loss=0.2718, lr=0.003086, batch_cost=0.4889, reader_cost=0.0005 | ETA 01:28:15 2020-12-01 17:52:28 [INFO] [TRAIN] epoch=45, iter=29180/40000, loss=0.5238, lr=0.003083, batch_cost=0.4809, reader_cost=0.0002 | ETA 01:26:43 2020-12-01 17:52:33 [INFO] [TRAIN] epoch=45, iter=29190/40000, loss=0.2787, lr=0.003081, batch_cost=0.4973, reader_cost=0.0005 | ETA 01:29:36 2020-12-01 17:52:37 [INFO] [TRAIN] epoch=45, iter=29200/40000, loss=0.2991, lr=0.003078, batch_cost=0.4873, reader_cost=0.0010 | ETA 01:27:43 2020-12-01 17:52:42 [INFO] [TRAIN] epoch=45, iter=29210/40000, loss=0.3220, lr=0.003075, batch_cost=0.4931, reader_cost=0.0016 | ETA 01:28:40 2020-12-01 17:52:47 [INFO] [TRAIN] epoch=45, iter=29220/40000, loss=0.2799, lr=0.003073, batch_cost=0.4890, reader_cost=0.0003 | ETA 01:27:51 2020-12-01 17:52:52 [INFO] [TRAIN] epoch=45, iter=29230/40000, loss=0.2952, lr=0.003070, batch_cost=0.4961, reader_cost=0.0004 | ETA 01:29:03 2020-12-01 17:52:57 [INFO] [TRAIN] epoch=45, iter=29240/40000, loss=0.3048, lr=0.003068, batch_cost=0.4939, reader_cost=0.0001 | ETA 01:28:34 2020-12-01 17:53:02 [INFO] [TRAIN] epoch=45, iter=29250/40000, loss=0.3408, lr=0.003065, batch_cost=0.4896, reader_cost=0.0003 | ETA 01:27:43 2020-12-01 17:53:07 [INFO] [TRAIN] epoch=45, iter=29260/40000, loss=0.3644, lr=0.003063, batch_cost=0.4902, reader_cost=0.0008 | ETA 01:27:45 2020-12-01 17:53:12 [INFO] [TRAIN] epoch=45, iter=29270/40000, loss=0.2846, lr=0.003060, batch_cost=0.4866, reader_cost=0.0005 | ETA 01:27:00 2020-12-01 17:53:17 [INFO] [TRAIN] epoch=45, iter=29280/40000, loss=0.3775, lr=0.003057, batch_cost=0.4855, reader_cost=0.0003 | ETA 01:26:44 2020-12-01 17:53:22 [INFO] [TRAIN] epoch=45, iter=29290/40000, loss=0.2952, lr=0.003055, batch_cost=0.4846, reader_cost=0.0003 | ETA 01:26:30 2020-12-01 17:53:26 [INFO] [TRAIN] epoch=45, iter=29300/40000, loss=0.3441, lr=0.003052, batch_cost=0.4885, reader_cost=0.0001 | ETA 01:27:07 2020-12-01 17:53:31 [INFO] [TRAIN] epoch=45, iter=29310/40000, loss=0.3067, lr=0.003050, batch_cost=0.4852, reader_cost=0.0002 | ETA 01:26:26 2020-12-01 17:53:36 [INFO] [TRAIN] epoch=45, iter=29320/40000, loss=0.2737, lr=0.003047, batch_cost=0.4927, reader_cost=0.0001 | ETA 01:27:41 2020-12-01 17:53:41 [INFO] [TRAIN] epoch=45, iter=29330/40000, loss=0.2826, lr=0.003045, batch_cost=0.4956, reader_cost=0.0002 | ETA 01:28:08 2020-12-01 17:53:46 [INFO] [TRAIN] epoch=45, iter=29340/40000, loss=0.3050, lr=0.003042, batch_cost=0.5007, reader_cost=0.0014 | ETA 01:28:57 2020-12-01 17:53:51 [INFO] [TRAIN] epoch=45, iter=29350/40000, loss=0.3333, lr=0.003039, batch_cost=0.4963, reader_cost=0.0007 | ETA 01:28:05 2020-12-01 17:53:56 [INFO] [TRAIN] epoch=45, iter=29360/40000, loss=0.4516, lr=0.003037, batch_cost=0.4843, reader_cost=0.0003 | ETA 01:25:53 2020-12-01 17:54:01 [INFO] [TRAIN] epoch=45, iter=29370/40000, loss=0.4031, lr=0.003034, batch_cost=0.4911, reader_cost=0.0003 | ETA 01:27:00 2020-12-01 17:54:06 [INFO] [TRAIN] epoch=45, iter=29380/40000, loss=0.3611, lr=0.003032, batch_cost=0.4924, reader_cost=0.0001 | ETA 01:27:09 2020-12-01 17:54:11 [INFO] [TRAIN] epoch=45, iter=29390/40000, loss=0.4093, lr=0.003029, batch_cost=0.4918, reader_cost=0.0001 | ETA 01:26:58 2020-12-01 17:54:16 [INFO] [TRAIN] epoch=45, iter=29400/40000, loss=0.4646, lr=0.003027, batch_cost=0.4934, reader_cost=0.0001 | ETA 01:27:10 2020-12-01 17:54:21 [INFO] [TRAIN] epoch=45, iter=29410/40000, loss=0.4063, lr=0.003024, batch_cost=0.4923, reader_cost=0.0006 | ETA 01:26:53 2020-12-01 17:54:26 [INFO] [TRAIN] epoch=45, iter=29420/40000, loss=0.2787, lr=0.003021, batch_cost=0.4994, reader_cost=0.0018 | ETA 01:28:03 2020-12-01 17:54:30 [INFO] [TRAIN] epoch=45, iter=29430/40000, loss=0.3578, lr=0.003019, batch_cost=0.4886, reader_cost=0.0016 | ETA 01:26:04 2020-12-01 17:54:35 [INFO] [TRAIN] epoch=45, iter=29440/40000, loss=0.3811, lr=0.003016, batch_cost=0.4985, reader_cost=0.0012 | ETA 01:27:43 2020-12-01 17:54:40 [INFO] [TRAIN] epoch=45, iter=29450/40000, loss=0.2649, lr=0.003014, batch_cost=0.4948, reader_cost=0.0005 | ETA 01:27:00 2020-12-01 17:54:45 [INFO] [TRAIN] epoch=45, iter=29460/40000, loss=0.3289, lr=0.003011, batch_cost=0.4945, reader_cost=0.0008 | ETA 01:26:52 2020-12-01 17:54:50 [INFO] [TRAIN] epoch=45, iter=29470/40000, loss=0.3519, lr=0.003009, batch_cost=0.4870, reader_cost=0.0002 | ETA 01:25:28 2020-12-01 17:54:55 [INFO] [TRAIN] epoch=45, iter=29480/40000, loss=0.3341, lr=0.003006, batch_cost=0.5059, reader_cost=0.0010 | ETA 01:28:42 2020-12-01 17:55:00 [INFO] [TRAIN] epoch=45, iter=29490/40000, loss=0.2751, lr=0.003003, batch_cost=0.4913, reader_cost=0.0007 | ETA 01:26:03 2020-12-01 17:55:05 [INFO] [TRAIN] epoch=45, iter=29500/40000, loss=0.3178, lr=0.003001, batch_cost=0.4921, reader_cost=0.0004 | ETA 01:26:07 2020-12-01 17:55:10 [INFO] [TRAIN] epoch=45, iter=29510/40000, loss=0.3845, lr=0.002998, batch_cost=0.4946, reader_cost=0.0003 | ETA 01:26:28 2020-12-01 17:55:15 [INFO] [TRAIN] epoch=45, iter=29520/40000, loss=0.3816, lr=0.002996, batch_cost=0.4893, reader_cost=0.0003 | ETA 01:25:27 2020-12-01 17:55:20 [INFO] [TRAIN] epoch=45, iter=29530/40000, loss=0.3479, lr=0.002993, batch_cost=0.5004, reader_cost=0.0004 | ETA 01:27:19 2020-12-01 17:55:25 [INFO] [TRAIN] epoch=45, iter=29540/40000, loss=0.3167, lr=0.002991, batch_cost=0.4954, reader_cost=0.0005 | ETA 01:26:22 2020-12-01 17:55:30 [INFO] [TRAIN] epoch=45, iter=29550/40000, loss=0.2895, lr=0.002988, batch_cost=0.4993, reader_cost=0.0007 | ETA 01:26:57 2020-12-01 17:55:35 [INFO] [TRAIN] epoch=45, iter=29560/40000, loss=0.2573, lr=0.002985, batch_cost=0.4909, reader_cost=0.0018 | ETA 01:25:24 2020-12-01 17:55:40 [INFO] [TRAIN] epoch=45, iter=29570/40000, loss=0.2830, lr=0.002983, batch_cost=0.4969, reader_cost=0.0010 | ETA 01:26:23 2020-12-01 17:55:45 [INFO] [TRAIN] epoch=45, iter=29580/40000, loss=0.4735, lr=0.002980, batch_cost=0.4931, reader_cost=0.0010 | ETA 01:25:38 2020-12-01 17:55:50 [INFO] [TRAIN] epoch=45, iter=29590/40000, loss=0.3338, lr=0.002978, batch_cost=0.4967, reader_cost=0.0008 | ETA 01:26:10 2020-12-01 17:55:55 [INFO] [TRAIN] epoch=45, iter=29600/40000, loss=0.3743, lr=0.002975, batch_cost=0.4911, reader_cost=0.0016 | ETA 01:25:07 2020-12-01 17:56:00 [INFO] [TRAIN] epoch=45, iter=29610/40000, loss=0.3373, lr=0.002973, batch_cost=0.4934, reader_cost=0.0009 | ETA 01:25:26 2020-12-01 17:56:04 [INFO] [TRAIN] epoch=45, iter=29620/40000, loss=0.3736, lr=0.002970, batch_cost=0.4926, reader_cost=0.0018 | ETA 01:25:12 2020-12-01 17:56:09 [INFO] [TRAIN] epoch=45, iter=29630/40000, loss=0.3621, lr=0.002967, batch_cost=0.4981, reader_cost=0.0012 | ETA 01:26:05 2020-12-01 17:56:14 [INFO] [TRAIN] epoch=45, iter=29640/40000, loss=0.3557, lr=0.002965, batch_cost=0.4940, reader_cost=0.0010 | ETA 01:25:17 2020-12-01 17:56:19 [INFO] [TRAIN] epoch=45, iter=29650/40000, loss=0.3393, lr=0.002962, batch_cost=0.4981, reader_cost=0.0011 | ETA 01:25:55 2020-12-01 17:56:24 [INFO] [TRAIN] epoch=45, iter=29660/40000, loss=0.4511, lr=0.002960, batch_cost=0.4884, reader_cost=0.0009 | ETA 01:24:10 2020-12-01 17:56:29 [INFO] [TRAIN] epoch=45, iter=29670/40000, loss=0.4126, lr=0.002957, batch_cost=0.4926, reader_cost=0.0011 | ETA 01:24:48 2020-12-01 17:56:34 [INFO] [TRAIN] epoch=45, iter=29680/40000, loss=0.2636, lr=0.002955, batch_cost=0.4927, reader_cost=0.0003 | ETA 01:24:45 2020-12-01 17:56:39 [INFO] [TRAIN] epoch=45, iter=29690/40000, loss=0.4116, lr=0.002952, batch_cost=0.4823, reader_cost=0.0005 | ETA 01:22:52 2020-12-01 17:56:44 [INFO] [TRAIN] epoch=45, iter=29700/40000, loss=1.0923, lr=0.002949, batch_cost=0.4918, reader_cost=0.0008 | ETA 01:24:25 2020-12-01 17:56:49 [INFO] [TRAIN] epoch=45, iter=29710/40000, loss=0.4098, lr=0.002947, batch_cost=0.4948, reader_cost=0.0004 | ETA 01:24:51 2020-12-01 17:56:54 [INFO] [TRAIN] epoch=45, iter=29720/40000, loss=0.4194, lr=0.002944, batch_cost=0.4940, reader_cost=0.0003 | ETA 01:24:38 2020-12-01 17:56:59 [INFO] [TRAIN] epoch=45, iter=29730/40000, loss=0.3525, lr=0.002942, batch_cost=0.5015, reader_cost=0.0003 | ETA 01:25:50 2020-12-01 17:57:04 [INFO] [TRAIN] epoch=45, iter=29740/40000, loss=0.3538, lr=0.002939, batch_cost=0.4888, reader_cost=0.0007 | ETA 01:23:35 2020-12-01 17:57:09 [INFO] [TRAIN] epoch=46, iter=29750/40000, loss=0.3206, lr=0.002937, batch_cost=0.5630, reader_cost=0.0549 | ETA 01:36:11 2020-12-01 17:57:14 [INFO] [TRAIN] epoch=46, iter=29760/40000, loss=0.3490, lr=0.002934, batch_cost=0.4976, reader_cost=0.0003 | ETA 01:24:54 2020-12-01 17:57:19 [INFO] [TRAIN] epoch=46, iter=29770/40000, loss=0.4628, lr=0.002931, batch_cost=0.4867, reader_cost=0.0001 | ETA 01:22:58 2020-12-01 17:57:24 [INFO] [TRAIN] epoch=46, iter=29780/40000, loss=0.2605, lr=0.002929, batch_cost=0.4901, reader_cost=0.0001 | ETA 01:23:29 2020-12-01 17:57:29 [INFO] [TRAIN] epoch=46, iter=29790/40000, loss=0.3687, lr=0.002926, batch_cost=0.4893, reader_cost=0.0001 | ETA 01:23:15 2020-12-01 17:57:34 [INFO] [TRAIN] epoch=46, iter=29800/40000, loss=0.5275, lr=0.002924, batch_cost=0.4854, reader_cost=0.0001 | ETA 01:22:30 2020-12-01 17:57:39 [INFO] [TRAIN] epoch=46, iter=29810/40000, loss=0.3896, lr=0.002921, batch_cost=0.4825, reader_cost=0.0001 | ETA 01:21:57 2020-12-01 17:57:43 [INFO] [TRAIN] epoch=46, iter=29820/40000, loss=0.3326, lr=0.002918, batch_cost=0.4881, reader_cost=0.0022 | ETA 01:22:49 2020-12-01 17:57:48 [INFO] [TRAIN] epoch=46, iter=29830/40000, loss=0.3330, lr=0.002916, batch_cost=0.4904, reader_cost=0.0004 | ETA 01:23:07 2020-12-01 17:57:53 [INFO] [TRAIN] epoch=46, iter=29840/40000, loss=0.4325, lr=0.002913, batch_cost=0.4920, reader_cost=0.0012 | ETA 01:23:18 2020-12-01 17:57:58 [INFO] [TRAIN] epoch=46, iter=29850/40000, loss=0.3977, lr=0.002911, batch_cost=0.4888, reader_cost=0.0016 | ETA 01:22:41 2020-12-01 17:58:03 [INFO] [TRAIN] epoch=46, iter=29860/40000, loss=0.3611, lr=0.002908, batch_cost=0.4847, reader_cost=0.0012 | ETA 01:21:55 2020-12-01 17:58:08 [INFO] [TRAIN] epoch=46, iter=29870/40000, loss=0.3952, lr=0.002906, batch_cost=0.4961, reader_cost=0.0004 | ETA 01:23:45 2020-12-01 17:58:13 [INFO] [TRAIN] epoch=46, iter=29880/40000, loss=0.2086, lr=0.002903, batch_cost=0.4876, reader_cost=0.0012 | ETA 01:22:14 2020-12-01 17:58:18 [INFO] [TRAIN] epoch=46, iter=29890/40000, loss=0.3690, lr=0.002900, batch_cost=0.4910, reader_cost=0.0003 | ETA 01:22:43 2020-12-01 17:58:23 [INFO] [TRAIN] epoch=46, iter=29900/40000, loss=0.3146, lr=0.002898, batch_cost=0.4916, reader_cost=0.0011 | ETA 01:22:44 2020-12-01 17:58:28 [INFO] [TRAIN] epoch=46, iter=29910/40000, loss=0.3372, lr=0.002895, batch_cost=0.4926, reader_cost=0.0005 | ETA 01:22:50 2020-12-01 17:58:32 [INFO] [TRAIN] epoch=46, iter=29920/40000, loss=0.3746, lr=0.002893, batch_cost=0.4862, reader_cost=0.0004 | ETA 01:21:40 2020-12-01 17:58:37 [INFO] [TRAIN] epoch=46, iter=29930/40000, loss=0.3469, lr=0.002890, batch_cost=0.4861, reader_cost=0.0004 | ETA 01:21:35 2020-12-01 17:58:42 [INFO] [TRAIN] epoch=46, iter=29940/40000, loss=0.3354, lr=0.002888, batch_cost=0.4963, reader_cost=0.0012 | ETA 01:23:13 2020-12-01 17:58:47 [INFO] [TRAIN] epoch=46, iter=29950/40000, loss=0.3337, lr=0.002885, batch_cost=0.4950, reader_cost=0.0005 | ETA 01:22:55 2020-12-01 17:58:52 [INFO] [TRAIN] epoch=46, iter=29960/40000, loss=0.4208, lr=0.002882, batch_cost=0.4900, reader_cost=0.0003 | ETA 01:22:00 2020-12-01 17:58:57 [INFO] [TRAIN] epoch=46, iter=29970/40000, loss=0.3876, lr=0.002880, batch_cost=0.5016, reader_cost=0.0002 | ETA 01:23:51 2020-12-01 17:59:02 [INFO] [TRAIN] epoch=46, iter=29980/40000, loss=0.3621, lr=0.002877, batch_cost=0.4814, reader_cost=0.0003 | ETA 01:20:23 2020-12-01 17:59:07 [INFO] [TRAIN] epoch=46, iter=29990/40000, loss=0.4516, lr=0.002875, batch_cost=0.4876, reader_cost=0.0003 | ETA 01:21:21 2020-12-01 17:59:12 [INFO] [TRAIN] epoch=46, iter=30000/40000, loss=0.2776, lr=0.002872, batch_cost=0.4936, reader_cost=0.0008 | ETA 01:22:16 2020-12-01 17:59:17 [INFO] [TRAIN] epoch=46, iter=30010/40000, loss=0.2692, lr=0.002869, batch_cost=0.4865, reader_cost=0.0002 | ETA 01:21:00 2020-12-01 17:59:22 [INFO] [TRAIN] epoch=46, iter=30020/40000, loss=0.4079, lr=0.002867, batch_cost=0.4861, reader_cost=0.0001 | ETA 01:20:51 2020-12-01 17:59:26 [INFO] [TRAIN] epoch=46, iter=30030/40000, loss=0.3687, lr=0.002864, batch_cost=0.4913, reader_cost=0.0003 | ETA 01:21:38 2020-12-01 17:59:31 [INFO] [TRAIN] epoch=46, iter=30040/40000, loss=0.4626, lr=0.002862, batch_cost=0.4875, reader_cost=0.0001 | ETA 01:20:55 2020-12-01 17:59:36 [INFO] [TRAIN] epoch=46, iter=30050/40000, loss=0.3474, lr=0.002859, batch_cost=0.4864, reader_cost=0.0002 | ETA 01:20:39 2020-12-01 17:59:41 [INFO] [TRAIN] epoch=46, iter=30060/40000, loss=0.3267, lr=0.002856, batch_cost=0.4882, reader_cost=0.0001 | ETA 01:20:52 2020-12-01 17:59:46 [INFO] [TRAIN] epoch=46, iter=30070/40000, loss=0.3383, lr=0.002854, batch_cost=0.4851, reader_cost=0.0001 | ETA 01:20:17 2020-12-01 17:59:51 [INFO] [TRAIN] epoch=46, iter=30080/40000, loss=0.2680, lr=0.002851, batch_cost=0.4873, reader_cost=0.0008 | ETA 01:20:33 2020-12-01 17:59:56 [INFO] [TRAIN] epoch=46, iter=30090/40000, loss=0.2895, lr=0.002849, batch_cost=0.4860, reader_cost=0.0002 | ETA 01:20:16 2020-12-01 18:00:01 [INFO] [TRAIN] epoch=46, iter=30100/40000, loss=0.3268, lr=0.002846, batch_cost=0.4879, reader_cost=0.0003 | ETA 01:20:30 2020-12-01 18:00:05 [INFO] [TRAIN] epoch=46, iter=30110/40000, loss=0.2461, lr=0.002844, batch_cost=0.4882, reader_cost=0.0004 | ETA 01:20:28 2020-12-01 18:00:10 [INFO] [TRAIN] epoch=46, iter=30120/40000, loss=0.2964, lr=0.002841, batch_cost=0.4920, reader_cost=0.0001 | ETA 01:21:00 2020-12-01 18:00:15 [INFO] [TRAIN] epoch=46, iter=30130/40000, loss=0.4250, lr=0.002838, batch_cost=0.4849, reader_cost=0.0001 | ETA 01:19:45 2020-12-01 18:00:20 [INFO] [TRAIN] epoch=46, iter=30140/40000, loss=0.2784, lr=0.002836, batch_cost=0.4845, reader_cost=0.0001 | ETA 01:19:37 2020-12-01 18:00:25 [INFO] [TRAIN] epoch=46, iter=30150/40000, loss=0.2487, lr=0.002833, batch_cost=0.5018, reader_cost=0.0002 | ETA 01:22:23 2020-12-01 18:00:30 [INFO] [TRAIN] epoch=46, iter=30160/40000, loss=0.2915, lr=0.002831, batch_cost=0.4922, reader_cost=0.0003 | ETA 01:20:43 2020-12-01 18:00:35 [INFO] [TRAIN] epoch=46, iter=30170/40000, loss=0.3718, lr=0.002828, batch_cost=0.4965, reader_cost=0.0009 | ETA 01:21:20 2020-12-01 18:00:40 [INFO] [TRAIN] epoch=46, iter=30180/40000, loss=0.2674, lr=0.002825, batch_cost=0.4943, reader_cost=0.0001 | ETA 01:20:54 2020-12-01 18:00:45 [INFO] [TRAIN] epoch=46, iter=30190/40000, loss=0.4092, lr=0.002823, batch_cost=0.4879, reader_cost=0.0002 | ETA 01:19:46 2020-12-01 18:00:50 [INFO] [TRAIN] epoch=46, iter=30200/40000, loss=0.3422, lr=0.002820, batch_cost=0.4901, reader_cost=0.0002 | ETA 01:20:03 2020-12-01 18:00:54 [INFO] [TRAIN] epoch=46, iter=30210/40000, loss=0.3922, lr=0.002818, batch_cost=0.4816, reader_cost=0.0001 | ETA 01:18:34 2020-12-01 18:00:59 [INFO] [TRAIN] epoch=46, iter=30220/40000, loss=0.2758, lr=0.002815, batch_cost=0.4965, reader_cost=0.0001 | ETA 01:20:56 2020-12-01 18:01:04 [INFO] [TRAIN] epoch=46, iter=30230/40000, loss=0.2964, lr=0.002812, batch_cost=0.4889, reader_cost=0.0019 | ETA 01:19:36 2020-12-01 18:01:09 [INFO] [TRAIN] epoch=46, iter=30240/40000, loss=0.2988, lr=0.002810, batch_cost=0.4984, reader_cost=0.0014 | ETA 01:21:03 2020-12-01 18:01:14 [INFO] [TRAIN] epoch=46, iter=30250/40000, loss=0.4819, lr=0.002807, batch_cost=0.4882, reader_cost=0.0012 | ETA 01:19:19 2020-12-01 18:01:19 [INFO] [TRAIN] epoch=46, iter=30260/40000, loss=0.3098, lr=0.002805, batch_cost=0.4825, reader_cost=0.0005 | ETA 01:18:19 2020-12-01 18:01:24 [INFO] [TRAIN] epoch=46, iter=30270/40000, loss=0.4990, lr=0.002802, batch_cost=0.4931, reader_cost=0.0006 | ETA 01:19:57 2020-12-01 18:01:29 [INFO] [TRAIN] epoch=46, iter=30280/40000, loss=0.4094, lr=0.002800, batch_cost=0.4838, reader_cost=0.0007 | ETA 01:18:22 2020-12-01 18:01:34 [INFO] [TRAIN] epoch=46, iter=30290/40000, loss=0.3889, lr=0.002797, batch_cost=0.4960, reader_cost=0.0021 | ETA 01:20:15 2020-12-01 18:01:39 [INFO] [TRAIN] epoch=46, iter=30300/40000, loss=0.4990, lr=0.002794, batch_cost=0.4912, reader_cost=0.0016 | ETA 01:19:24 2020-12-01 18:01:44 [INFO] [TRAIN] epoch=46, iter=30310/40000, loss=0.3089, lr=0.002792, batch_cost=0.4876, reader_cost=0.0014 | ETA 01:18:44 2020-12-01 18:01:48 [INFO] [TRAIN] epoch=46, iter=30320/40000, loss=0.4115, lr=0.002789, batch_cost=0.4928, reader_cost=0.0007 | ETA 01:19:30 2020-12-01 18:01:53 [INFO] [TRAIN] epoch=46, iter=30330/40000, loss=0.3491, lr=0.002787, batch_cost=0.4856, reader_cost=0.0007 | ETA 01:18:15 2020-12-01 18:01:58 [INFO] [TRAIN] epoch=46, iter=30340/40000, loss=0.3774, lr=0.002784, batch_cost=0.4899, reader_cost=0.0012 | ETA 01:18:52 2020-12-01 18:02:03 [INFO] [TRAIN] epoch=46, iter=30350/40000, loss=0.3255, lr=0.002781, batch_cost=0.4844, reader_cost=0.0003 | ETA 01:17:54 2020-12-01 18:02:08 [INFO] [TRAIN] epoch=46, iter=30360/40000, loss=0.3409, lr=0.002779, batch_cost=0.4838, reader_cost=0.0005 | ETA 01:17:44 2020-12-01 18:02:13 [INFO] [TRAIN] epoch=46, iter=30370/40000, loss=0.3018, lr=0.002776, batch_cost=0.4904, reader_cost=0.0013 | ETA 01:18:42 2020-12-01 18:02:18 [INFO] [TRAIN] epoch=46, iter=30380/40000, loss=0.3831, lr=0.002774, batch_cost=0.4896, reader_cost=0.0016 | ETA 01:18:29 2020-12-01 18:02:23 [INFO] [TRAIN] epoch=46, iter=30390/40000, loss=0.3588, lr=0.002771, batch_cost=0.4936, reader_cost=0.0006 | ETA 01:19:03 2020-12-01 18:02:28 [INFO] [TRAIN] epoch=46, iter=30400/40000, loss=0.2695, lr=0.002768, batch_cost=0.4898, reader_cost=0.0011 | ETA 01:18:22 2020-12-01 18:02:33 [INFO] [TRAIN] epoch=47, iter=30410/40000, loss=0.2679, lr=0.002766, batch_cost=0.5645, reader_cost=0.0560 | ETA 01:30:13 2020-12-01 18:02:38 [INFO] [TRAIN] epoch=47, iter=30420/40000, loss=0.3175, lr=0.002763, batch_cost=0.4998, reader_cost=0.0006 | ETA 01:19:47 2020-12-01 18:02:43 [INFO] [TRAIN] epoch=47, iter=30430/40000, loss=0.3295, lr=0.002761, batch_cost=0.4972, reader_cost=0.0003 | ETA 01:19:17 2020-12-01 18:02:48 [INFO] [TRAIN] epoch=47, iter=30440/40000, loss=0.3345, lr=0.002758, batch_cost=0.4905, reader_cost=0.0004 | ETA 01:18:09 2020-12-01 18:02:53 [INFO] [TRAIN] epoch=47, iter=30450/40000, loss=0.3337, lr=0.002755, batch_cost=0.4980, reader_cost=0.0006 | ETA 01:19:16 2020-12-01 18:02:58 [INFO] [TRAIN] epoch=47, iter=30460/40000, loss=0.3643, lr=0.002753, batch_cost=0.4905, reader_cost=0.0003 | ETA 01:17:59 2020-12-01 18:03:03 [INFO] [TRAIN] epoch=47, iter=30470/40000, loss=0.2954, lr=0.002750, batch_cost=0.4888, reader_cost=0.0012 | ETA 01:17:38 2020-12-01 18:03:08 [INFO] [TRAIN] epoch=47, iter=30480/40000, loss=0.2636, lr=0.002748, batch_cost=0.4868, reader_cost=0.0013 | ETA 01:17:14 2020-12-01 18:03:13 [INFO] [TRAIN] epoch=47, iter=30490/40000, loss=0.3316, lr=0.002745, batch_cost=0.4881, reader_cost=0.0005 | ETA 01:17:21 2020-12-01 18:03:17 [INFO] [TRAIN] epoch=47, iter=30500/40000, loss=0.3163, lr=0.002742, batch_cost=0.4861, reader_cost=0.0006 | ETA 01:16:58 2020-12-01 18:03:22 [INFO] [TRAIN] epoch=47, iter=30510/40000, loss=0.2534, lr=0.002740, batch_cost=0.4907, reader_cost=0.0017 | ETA 01:17:36 2020-12-01 18:03:27 [INFO] [TRAIN] epoch=47, iter=30520/40000, loss=0.3726, lr=0.002737, batch_cost=0.4899, reader_cost=0.0009 | ETA 01:17:24 2020-12-01 18:03:32 [INFO] [TRAIN] epoch=47, iter=30530/40000, loss=0.2454, lr=0.002735, batch_cost=0.5052, reader_cost=0.0005 | ETA 01:19:44 2020-12-01 18:03:37 [INFO] [TRAIN] epoch=47, iter=30540/40000, loss=0.2738, lr=0.002732, batch_cost=0.4938, reader_cost=0.0006 | ETA 01:17:51 2020-12-01 18:03:42 [INFO] [TRAIN] epoch=47, iter=30550/40000, loss=0.2783, lr=0.002729, batch_cost=0.4889, reader_cost=0.0006 | ETA 01:16:59 2020-12-01 18:03:47 [INFO] [TRAIN] epoch=47, iter=30560/40000, loss=0.2576, lr=0.002727, batch_cost=0.4891, reader_cost=0.0006 | ETA 01:16:56 2020-12-01 18:03:52 [INFO] [TRAIN] epoch=47, iter=30570/40000, loss=0.4958, lr=0.002724, batch_cost=0.4884, reader_cost=0.0003 | ETA 01:16:45 2020-12-01 18:03:57 [INFO] [TRAIN] epoch=47, iter=30580/40000, loss=0.3759, lr=0.002722, batch_cost=0.4943, reader_cost=0.0013 | ETA 01:17:36 2020-12-01 18:04:02 [INFO] [TRAIN] epoch=47, iter=30590/40000, loss=0.2725, lr=0.002719, batch_cost=0.4827, reader_cost=0.0013 | ETA 01:15:42 2020-12-01 18:04:07 [INFO] [TRAIN] epoch=47, iter=30600/40000, loss=0.2418, lr=0.002716, batch_cost=0.4923, reader_cost=0.0004 | ETA 01:17:07 2020-12-01 18:04:12 [INFO] [TRAIN] epoch=47, iter=30610/40000, loss=0.3816, lr=0.002714, batch_cost=0.4909, reader_cost=0.0009 | ETA 01:16:49 2020-12-01 18:04:16 [INFO] [TRAIN] epoch=47, iter=30620/40000, loss=0.2999, lr=0.002711, batch_cost=0.4867, reader_cost=0.0002 | ETA 01:16:05 2020-12-01 18:04:21 [INFO] [TRAIN] epoch=47, iter=30630/40000, loss=0.3510, lr=0.002709, batch_cost=0.4878, reader_cost=0.0006 | ETA 01:16:10 2020-12-01 18:04:26 [INFO] [TRAIN] epoch=47, iter=30640/40000, loss=0.4048, lr=0.002706, batch_cost=0.4855, reader_cost=0.0002 | ETA 01:15:44 2020-12-01 18:04:31 [INFO] [TRAIN] epoch=47, iter=30650/40000, loss=0.3099, lr=0.002703, batch_cost=0.4882, reader_cost=0.0004 | ETA 01:16:04 2020-12-01 18:04:36 [INFO] [TRAIN] epoch=47, iter=30660/40000, loss=0.3044, lr=0.002701, batch_cost=0.4856, reader_cost=0.0003 | ETA 01:15:35 2020-12-01 18:04:41 [INFO] [TRAIN] epoch=47, iter=30670/40000, loss=0.3534, lr=0.002698, batch_cost=0.4905, reader_cost=0.0005 | ETA 01:16:16 2020-12-01 18:04:46 [INFO] [TRAIN] epoch=47, iter=30680/40000, loss=0.3557, lr=0.002696, batch_cost=0.4928, reader_cost=0.0004 | ETA 01:16:32 2020-12-01 18:04:51 [INFO] [TRAIN] epoch=47, iter=30690/40000, loss=0.4050, lr=0.002693, batch_cost=0.4914, reader_cost=0.0003 | ETA 01:16:15 2020-12-01 18:04:56 [INFO] [TRAIN] epoch=47, iter=30700/40000, loss=0.2541, lr=0.002690, batch_cost=0.4929, reader_cost=0.0001 | ETA 01:16:24 2020-12-01 18:05:00 [INFO] [TRAIN] epoch=47, iter=30710/40000, loss=0.2859, lr=0.002688, batch_cost=0.4862, reader_cost=0.0008 | ETA 01:15:17 2020-12-01 18:05:05 [INFO] [TRAIN] epoch=47, iter=30720/40000, loss=0.2605, lr=0.002685, batch_cost=0.4874, reader_cost=0.0006 | ETA 01:15:22 2020-12-01 18:05:10 [INFO] [TRAIN] epoch=47, iter=30730/40000, loss=0.3253, lr=0.002683, batch_cost=0.4845, reader_cost=0.0005 | ETA 01:14:51 2020-12-01 18:05:15 [INFO] [TRAIN] epoch=47, iter=30740/40000, loss=0.3133, lr=0.002680, batch_cost=0.4935, reader_cost=0.0011 | ETA 01:16:09 2020-12-01 18:05:20 [INFO] [TRAIN] epoch=47, iter=30750/40000, loss=0.3124, lr=0.002677, batch_cost=0.4916, reader_cost=0.0003 | ETA 01:15:46 2020-12-01 18:05:25 [INFO] [TRAIN] epoch=47, iter=30760/40000, loss=0.3141, lr=0.002675, batch_cost=0.4950, reader_cost=0.0001 | ETA 01:16:13 2020-12-01 18:05:30 [INFO] [TRAIN] epoch=47, iter=30770/40000, loss=0.2759, lr=0.002672, batch_cost=0.4967, reader_cost=0.0003 | ETA 01:16:24 2020-12-01 18:05:35 [INFO] [TRAIN] epoch=47, iter=30780/40000, loss=0.3307, lr=0.002670, batch_cost=0.4884, reader_cost=0.0003 | ETA 01:15:03 2020-12-01 18:05:40 [INFO] [TRAIN] epoch=47, iter=30790/40000, loss=0.3071, lr=0.002667, batch_cost=0.4845, reader_cost=0.0004 | ETA 01:14:21 2020-12-01 18:05:44 [INFO] [TRAIN] epoch=47, iter=30800/40000, loss=0.3384, lr=0.002664, batch_cost=0.4860, reader_cost=0.0006 | ETA 01:14:31 2020-12-01 18:05:49 [INFO] [TRAIN] epoch=47, iter=30810/40000, loss=0.2115, lr=0.002662, batch_cost=0.4940, reader_cost=0.0003 | ETA 01:15:40 2020-12-01 18:05:54 [INFO] [TRAIN] epoch=47, iter=30820/40000, loss=0.2891, lr=0.002659, batch_cost=0.5023, reader_cost=0.0003 | ETA 01:16:51 2020-12-01 18:05:59 [INFO] [TRAIN] epoch=47, iter=30830/40000, loss=0.3224, lr=0.002657, batch_cost=0.4852, reader_cost=0.0003 | ETA 01:14:09 2020-12-01 18:06:04 [INFO] [TRAIN] epoch=47, iter=30840/40000, loss=0.3504, lr=0.002654, batch_cost=0.4917, reader_cost=0.0001 | ETA 01:15:03 2020-12-01 18:06:09 [INFO] [TRAIN] epoch=47, iter=30850/40000, loss=0.3081, lr=0.002651, batch_cost=0.4956, reader_cost=0.0004 | ETA 01:15:34 2020-12-01 18:06:14 [INFO] [TRAIN] epoch=47, iter=30860/40000, loss=0.3809, lr=0.002649, batch_cost=0.4855, reader_cost=0.0001 | ETA 01:13:57 2020-12-01 18:06:19 [INFO] [TRAIN] epoch=47, iter=30870/40000, loss=0.3304, lr=0.002646, batch_cost=0.4926, reader_cost=0.0001 | ETA 01:14:57 2020-12-01 18:06:24 [INFO] [TRAIN] epoch=47, iter=30880/40000, loss=0.2928, lr=0.002644, batch_cost=0.4964, reader_cost=0.0003 | ETA 01:15:26 2020-12-01 18:06:29 [INFO] [TRAIN] epoch=47, iter=30890/40000, loss=0.3917, lr=0.002641, batch_cost=0.4936, reader_cost=0.0004 | ETA 01:14:57 2020-12-01 18:06:34 [INFO] [TRAIN] epoch=47, iter=30900/40000, loss=0.4575, lr=0.002638, batch_cost=0.4965, reader_cost=0.0014 | ETA 01:15:18 2020-12-01 18:06:39 [INFO] [TRAIN] epoch=47, iter=30910/40000, loss=0.3581, lr=0.002636, batch_cost=0.4941, reader_cost=0.0017 | ETA 01:14:51 2020-12-01 18:06:44 [INFO] [TRAIN] epoch=47, iter=30920/40000, loss=0.2901, lr=0.002633, batch_cost=0.4863, reader_cost=0.0014 | ETA 01:13:35 2020-12-01 18:06:49 [INFO] [TRAIN] epoch=47, iter=30930/40000, loss=0.3425, lr=0.002630, batch_cost=0.4931, reader_cost=0.0016 | ETA 01:14:32 2020-12-01 18:06:54 [INFO] [TRAIN] epoch=47, iter=30940/40000, loss=0.3250, lr=0.002628, batch_cost=0.4972, reader_cost=0.0010 | ETA 01:15:04 2020-12-01 18:06:58 [INFO] [TRAIN] epoch=47, iter=30950/40000, loss=0.4385, lr=0.002625, batch_cost=0.4955, reader_cost=0.0015 | ETA 01:14:44 2020-12-01 18:07:03 [INFO] [TRAIN] epoch=47, iter=30960/40000, loss=0.3705, lr=0.002623, batch_cost=0.4891, reader_cost=0.0009 | ETA 01:13:41 2020-12-01 18:07:08 [INFO] [TRAIN] epoch=47, iter=30970/40000, loss=0.3455, lr=0.002620, batch_cost=0.5002, reader_cost=0.0014 | ETA 01:15:16 2020-12-01 18:07:13 [INFO] [TRAIN] epoch=47, iter=30980/40000, loss=0.3772, lr=0.002617, batch_cost=0.4897, reader_cost=0.0012 | ETA 01:13:37 2020-12-01 18:07:18 [INFO] [TRAIN] epoch=47, iter=30990/40000, loss=0.2809, lr=0.002615, batch_cost=0.4932, reader_cost=0.0014 | ETA 01:14:03 2020-12-01 18:07:23 [INFO] [TRAIN] epoch=47, iter=31000/40000, loss=0.4175, lr=0.002612, batch_cost=0.4925, reader_cost=0.0011 | ETA 01:13:52 2020-12-01 18:07:28 [INFO] [TRAIN] epoch=47, iter=31010/40000, loss=0.2626, lr=0.002610, batch_cost=0.4950, reader_cost=0.0015 | ETA 01:14:09 2020-12-01 18:07:33 [INFO] [TRAIN] epoch=47, iter=31020/40000, loss=0.6341, lr=0.002607, batch_cost=0.4999, reader_cost=0.0017 | ETA 01:14:48 2020-12-01 18:07:38 [INFO] [TRAIN] epoch=47, iter=31030/40000, loss=0.3051, lr=0.002604, batch_cost=0.4918, reader_cost=0.0010 | ETA 01:13:31 2020-12-01 18:07:43 [INFO] [TRAIN] epoch=47, iter=31040/40000, loss=0.3580, lr=0.002602, batch_cost=0.4935, reader_cost=0.0017 | ETA 01:13:41 2020-12-01 18:07:48 [INFO] [TRAIN] epoch=47, iter=31050/40000, loss=0.3356, lr=0.002599, batch_cost=0.4920, reader_cost=0.0009 | ETA 01:13:23 2020-12-01 18:07:53 [INFO] [TRAIN] epoch=47, iter=31060/40000, loss=0.4418, lr=0.002597, batch_cost=0.4865, reader_cost=0.0006 | ETA 01:12:29 2020-12-01 18:07:58 [INFO] [TRAIN] epoch=48, iter=31070/40000, loss=0.3387, lr=0.002594, batch_cost=0.5675, reader_cost=0.0496 | ETA 01:24:27 2020-12-01 18:08:03 [INFO] [TRAIN] epoch=48, iter=31080/40000, loss=0.3179, lr=0.002591, batch_cost=0.4982, reader_cost=0.0005 | ETA 01:14:03 2020-12-01 18:08:08 [INFO] [TRAIN] epoch=48, iter=31090/40000, loss=0.3870, lr=0.002589, batch_cost=0.4837, reader_cost=0.0010 | ETA 01:11:49 2020-12-01 18:08:13 [INFO] [TRAIN] epoch=48, iter=31100/40000, loss=0.2678, lr=0.002586, batch_cost=0.4893, reader_cost=0.0002 | ETA 01:12:34 2020-12-01 18:08:18 [INFO] [TRAIN] epoch=48, iter=31110/40000, loss=0.2965, lr=0.002583, batch_cost=0.4910, reader_cost=0.0003 | ETA 01:12:44 2020-12-01 18:08:23 [INFO] [TRAIN] epoch=48, iter=31120/40000, loss=0.2541, lr=0.002581, batch_cost=0.4871, reader_cost=0.0006 | ETA 01:12:05 2020-12-01 18:08:28 [INFO] [TRAIN] epoch=48, iter=31130/40000, loss=0.3542, lr=0.002578, batch_cost=0.4980, reader_cost=0.0010 | ETA 01:13:37 2020-12-01 18:08:33 [INFO] [TRAIN] epoch=48, iter=31140/40000, loss=0.3043, lr=0.002576, batch_cost=0.4894, reader_cost=0.0005 | ETA 01:12:16 2020-12-01 18:08:38 [INFO] [TRAIN] epoch=48, iter=31150/40000, loss=0.3596, lr=0.002573, batch_cost=0.4808, reader_cost=0.0002 | ETA 01:10:54 2020-12-01 18:08:43 [INFO] [TRAIN] epoch=48, iter=31160/40000, loss=0.3813, lr=0.002570, batch_cost=0.4962, reader_cost=0.0001 | ETA 01:13:06 2020-12-01 18:08:47 [INFO] [TRAIN] epoch=48, iter=31170/40000, loss=0.3030, lr=0.002568, batch_cost=0.4867, reader_cost=0.0007 | ETA 01:11:37 2020-12-01 18:08:52 [INFO] [TRAIN] epoch=48, iter=31180/40000, loss=0.2880, lr=0.002565, batch_cost=0.4895, reader_cost=0.0008 | ETA 01:11:57 2020-12-01 18:08:57 [INFO] [TRAIN] epoch=48, iter=31190/40000, loss=0.3277, lr=0.002563, batch_cost=0.4797, reader_cost=0.0004 | ETA 01:10:26 2020-12-01 18:09:02 [INFO] [TRAIN] epoch=48, iter=31200/40000, loss=0.2286, lr=0.002560, batch_cost=0.4865, reader_cost=0.0002 | ETA 01:11:21 2020-12-01 18:09:07 [INFO] [TRAIN] epoch=48, iter=31210/40000, loss=0.2508, lr=0.002557, batch_cost=0.4890, reader_cost=0.0001 | ETA 01:11:38 2020-12-01 18:09:12 [INFO] [TRAIN] epoch=48, iter=31220/40000, loss=0.4280, lr=0.002555, batch_cost=0.4818, reader_cost=0.0003 | ETA 01:10:30 2020-12-01 18:09:17 [INFO] [TRAIN] epoch=48, iter=31230/40000, loss=0.3078, lr=0.002552, batch_cost=0.4861, reader_cost=0.0005 | ETA 01:11:03 2020-12-01 18:09:21 [INFO] [TRAIN] epoch=48, iter=31240/40000, loss=0.3159, lr=0.002549, batch_cost=0.4914, reader_cost=0.0001 | ETA 01:11:44 2020-12-01 18:09:26 [INFO] [TRAIN] epoch=48, iter=31250/40000, loss=0.2711, lr=0.002547, batch_cost=0.4965, reader_cost=0.0004 | ETA 01:12:24 2020-12-01 18:09:31 [INFO] [TRAIN] epoch=48, iter=31260/40000, loss=0.5308, lr=0.002544, batch_cost=0.4936, reader_cost=0.0006 | ETA 01:11:53 2020-12-01 18:09:36 [INFO] [TRAIN] epoch=48, iter=31270/40000, loss=0.4778, lr=0.002542, batch_cost=0.4916, reader_cost=0.0005 | ETA 01:11:31 2020-12-01 18:09:41 [INFO] [TRAIN] epoch=48, iter=31280/40000, loss=0.3386, lr=0.002539, batch_cost=0.4982, reader_cost=0.0002 | ETA 01:12:23 2020-12-01 18:09:46 [INFO] [TRAIN] epoch=48, iter=31290/40000, loss=0.3283, lr=0.002536, batch_cost=0.4890, reader_cost=0.0001 | ETA 01:10:59 2020-12-01 18:09:51 [INFO] [TRAIN] epoch=48, iter=31300/40000, loss=0.3164, lr=0.002534, batch_cost=0.4898, reader_cost=0.0003 | ETA 01:11:01 2020-12-01 18:09:56 [INFO] [TRAIN] epoch=48, iter=31310/40000, loss=0.3322, lr=0.002531, batch_cost=0.4898, reader_cost=0.0003 | ETA 01:10:56 2020-12-01 18:10:01 [INFO] [TRAIN] epoch=48, iter=31320/40000, loss=0.2346, lr=0.002528, batch_cost=0.4959, reader_cost=0.0001 | ETA 01:11:43 2020-12-01 18:10:06 [INFO] [TRAIN] epoch=48, iter=31330/40000, loss=0.3283, lr=0.002526, batch_cost=0.4950, reader_cost=0.0002 | ETA 01:11:32 2020-12-01 18:10:11 [INFO] [TRAIN] epoch=48, iter=31340/40000, loss=0.3572, lr=0.002523, batch_cost=0.4832, reader_cost=0.0006 | ETA 01:09:44 2020-12-01 18:10:16 [INFO] [TRAIN] epoch=48, iter=31350/40000, loss=0.3268, lr=0.002521, batch_cost=0.4849, reader_cost=0.0003 | ETA 01:09:54 2020-12-01 18:10:20 [INFO] [TRAIN] epoch=48, iter=31360/40000, loss=0.3715, lr=0.002518, batch_cost=0.4840, reader_cost=0.0003 | ETA 01:09:41 2020-12-01 18:10:25 [INFO] [TRAIN] epoch=48, iter=31370/40000, loss=0.2872, lr=0.002515, batch_cost=0.4916, reader_cost=0.0002 | ETA 01:10:42 2020-12-01 18:10:30 [INFO] [TRAIN] epoch=48, iter=31380/40000, loss=0.4214, lr=0.002513, batch_cost=0.4953, reader_cost=0.0001 | ETA 01:11:09 2020-12-01 18:10:35 [INFO] [TRAIN] epoch=48, iter=31390/40000, loss=0.3106, lr=0.002510, batch_cost=0.4810, reader_cost=0.0002 | ETA 01:09:01 2020-12-01 18:10:40 [INFO] [TRAIN] epoch=48, iter=31400/40000, loss=0.5225, lr=0.002507, batch_cost=0.4928, reader_cost=0.0001 | ETA 01:10:37 2020-12-01 18:10:45 [INFO] [TRAIN] epoch=48, iter=31410/40000, loss=0.3691, lr=0.002505, batch_cost=0.4930, reader_cost=0.0003 | ETA 01:10:34 2020-12-01 18:10:50 [INFO] [TRAIN] epoch=48, iter=31420/40000, loss=0.3007, lr=0.002502, batch_cost=0.4962, reader_cost=0.0004 | ETA 01:10:57 2020-12-01 18:10:55 [INFO] [TRAIN] epoch=48, iter=31430/40000, loss=0.3529, lr=0.002500, batch_cost=0.4922, reader_cost=0.0005 | ETA 01:10:17 2020-12-01 18:11:00 [INFO] [TRAIN] epoch=48, iter=31440/40000, loss=0.2583, lr=0.002497, batch_cost=0.4867, reader_cost=0.0005 | ETA 01:09:26 2020-12-01 18:11:05 [INFO] [TRAIN] epoch=48, iter=31450/40000, loss=0.2842, lr=0.002494, batch_cost=0.4943, reader_cost=0.0004 | ETA 01:10:26 2020-12-01 18:11:10 [INFO] [TRAIN] epoch=48, iter=31460/40000, loss=0.3578, lr=0.002492, batch_cost=0.4978, reader_cost=0.0003 | ETA 01:10:51 2020-12-01 18:11:14 [INFO] [TRAIN] epoch=48, iter=31470/40000, loss=0.3271, lr=0.002489, batch_cost=0.4826, reader_cost=0.0001 | ETA 01:08:36 2020-12-01 18:11:19 [INFO] [TRAIN] epoch=48, iter=31480/40000, loss=0.2999, lr=0.002486, batch_cost=0.4932, reader_cost=0.0001 | ETA 01:10:02 2020-12-01 18:11:24 [INFO] [TRAIN] epoch=48, iter=31490/40000, loss=0.2986, lr=0.002484, batch_cost=0.4888, reader_cost=0.0003 | ETA 01:09:19 2020-12-01 18:11:29 [INFO] [TRAIN] epoch=48, iter=31500/40000, loss=0.3040, lr=0.002481, batch_cost=0.4906, reader_cost=0.0008 | ETA 01:09:29 2020-12-01 18:11:34 [INFO] [TRAIN] epoch=48, iter=31510/40000, loss=0.3951, lr=0.002479, batch_cost=0.4972, reader_cost=0.0007 | ETA 01:10:20 2020-12-01 18:11:39 [INFO] [TRAIN] epoch=48, iter=31520/40000, loss=0.3110, lr=0.002476, batch_cost=0.4947, reader_cost=0.0002 | ETA 01:09:55 2020-12-01 18:11:44 [INFO] [TRAIN] epoch=48, iter=31530/40000, loss=0.3828, lr=0.002473, batch_cost=0.4961, reader_cost=0.0001 | ETA 01:10:01 2020-12-01 18:11:49 [INFO] [TRAIN] epoch=48, iter=31540/40000, loss=0.2389, lr=0.002471, batch_cost=0.4797, reader_cost=0.0002 | ETA 01:07:37 2020-12-01 18:11:54 [INFO] [TRAIN] epoch=48, iter=31550/40000, loss=0.3437, lr=0.002468, batch_cost=0.4919, reader_cost=0.0002 | ETA 01:09:16 2020-12-01 18:11:59 [INFO] [TRAIN] epoch=48, iter=31560/40000, loss=0.5597, lr=0.002465, batch_cost=0.4873, reader_cost=0.0001 | ETA 01:08:32 2020-12-01 18:12:03 [INFO] [TRAIN] epoch=48, iter=31570/40000, loss=0.2898, lr=0.002463, batch_cost=0.4861, reader_cost=0.0004 | ETA 01:08:18 2020-12-01 18:12:08 [INFO] [TRAIN] epoch=48, iter=31580/40000, loss=0.3925, lr=0.002460, batch_cost=0.5043, reader_cost=0.0006 | ETA 01:10:46 2020-12-01 18:12:13 [INFO] [TRAIN] epoch=48, iter=31590/40000, loss=0.2495, lr=0.002458, batch_cost=0.4878, reader_cost=0.0003 | ETA 01:08:22 2020-12-01 18:12:18 [INFO] [TRAIN] epoch=48, iter=31600/40000, loss=0.3532, lr=0.002455, batch_cost=0.4897, reader_cost=0.0012 | ETA 01:08:33 2020-12-01 18:12:23 [INFO] [TRAIN] epoch=48, iter=31610/40000, loss=0.5464, lr=0.002452, batch_cost=0.4928, reader_cost=0.0001 | ETA 01:08:54 2020-12-01 18:12:28 [INFO] [TRAIN] epoch=48, iter=31620/40000, loss=0.3294, lr=0.002450, batch_cost=0.4965, reader_cost=0.0004 | ETA 01:09:20 2020-12-01 18:12:33 [INFO] [TRAIN] epoch=48, iter=31630/40000, loss=0.3859, lr=0.002447, batch_cost=0.5058, reader_cost=0.0020 | ETA 01:10:33 2020-12-01 18:12:38 [INFO] [TRAIN] epoch=48, iter=31640/40000, loss=0.4288, lr=0.002444, batch_cost=0.4962, reader_cost=0.0001 | ETA 01:09:08 2020-12-01 18:12:43 [INFO] [TRAIN] epoch=48, iter=31650/40000, loss=0.3830, lr=0.002442, batch_cost=0.4904, reader_cost=0.0004 | ETA 01:08:14 2020-12-01 18:12:48 [INFO] [TRAIN] epoch=48, iter=31660/40000, loss=0.2976, lr=0.002439, batch_cost=0.4966, reader_cost=0.0006 | ETA 01:09:02 2020-12-01 18:12:53 [INFO] [TRAIN] epoch=48, iter=31670/40000, loss=0.3455, lr=0.002437, batch_cost=0.4905, reader_cost=0.0002 | ETA 01:08:06 2020-12-01 18:12:58 [INFO] [TRAIN] epoch=48, iter=31680/40000, loss=0.3080, lr=0.002434, batch_cost=0.4861, reader_cost=0.0002 | ETA 01:07:24 2020-12-01 18:13:03 [INFO] [TRAIN] epoch=48, iter=31690/40000, loss=0.3230, lr=0.002431, batch_cost=0.4936, reader_cost=0.0003 | ETA 01:08:21 2020-12-01 18:13:08 [INFO] [TRAIN] epoch=48, iter=31700/40000, loss=0.3411, lr=0.002429, batch_cost=0.4849, reader_cost=0.0001 | ETA 01:07:04 2020-12-01 18:13:13 [INFO] [TRAIN] epoch=48, iter=31710/40000, loss=0.3529, lr=0.002426, batch_cost=0.4941, reader_cost=0.0001 | ETA 01:08:16 2020-12-01 18:13:17 [INFO] [TRAIN] epoch=48, iter=31720/40000, loss=0.3593, lr=0.002423, batch_cost=0.4911, reader_cost=0.0008 | ETA 01:07:46 2020-12-01 18:13:23 [INFO] [TRAIN] epoch=49, iter=31730/40000, loss=0.2932, lr=0.002421, batch_cost=0.5733, reader_cost=0.0606 | ETA 01:19:01 2020-12-01 18:13:28 [INFO] [TRAIN] epoch=49, iter=31740/40000, loss=0.2755, lr=0.002418, batch_cost=0.4913, reader_cost=0.0003 | ETA 01:07:38 2020-12-01 18:13:33 [INFO] [TRAIN] epoch=49, iter=31750/40000, loss=0.4129, lr=0.002415, batch_cost=0.4834, reader_cost=0.0005 | ETA 01:06:28 2020-12-01 18:13:38 [INFO] [TRAIN] epoch=49, iter=31760/40000, loss=0.3296, lr=0.002413, batch_cost=0.4885, reader_cost=0.0005 | ETA 01:07:05 2020-12-01 18:13:43 [INFO] [TRAIN] epoch=49, iter=31770/40000, loss=0.3035, lr=0.002410, batch_cost=0.4911, reader_cost=0.0013 | ETA 01:07:21 2020-12-01 18:13:48 [INFO] [TRAIN] epoch=49, iter=31780/40000, loss=0.3844, lr=0.002408, batch_cost=0.4870, reader_cost=0.0008 | ETA 01:06:43 2020-12-01 18:13:53 [INFO] [TRAIN] epoch=49, iter=31790/40000, loss=0.2921, lr=0.002405, batch_cost=0.4897, reader_cost=0.0010 | ETA 01:07:00 2020-12-01 18:13:57 [INFO] [TRAIN] epoch=49, iter=31800/40000, loss=0.2663, lr=0.002402, batch_cost=0.4930, reader_cost=0.0013 | ETA 01:07:22 2020-12-01 18:14:02 [INFO] [TRAIN] epoch=49, iter=31810/40000, loss=0.2656, lr=0.002400, batch_cost=0.4828, reader_cost=0.0008 | ETA 01:05:54 2020-12-01 18:14:07 [INFO] [TRAIN] epoch=49, iter=31820/40000, loss=0.2192, lr=0.002397, batch_cost=0.4887, reader_cost=0.0012 | ETA 01:06:37 2020-12-01 18:14:12 [INFO] [TRAIN] epoch=49, iter=31830/40000, loss=0.2981, lr=0.002394, batch_cost=0.4916, reader_cost=0.0005 | ETA 01:06:56 2020-12-01 18:14:17 [INFO] [TRAIN] epoch=49, iter=31840/40000, loss=0.3282, lr=0.002392, batch_cost=0.4865, reader_cost=0.0017 | ETA 01:06:09 2020-12-01 18:14:22 [INFO] [TRAIN] epoch=49, iter=31850/40000, loss=0.3111, lr=0.002389, batch_cost=0.4947, reader_cost=0.0003 | ETA 01:07:11 2020-12-01 18:14:27 [INFO] [TRAIN] epoch=49, iter=31860/40000, loss=0.2433, lr=0.002386, batch_cost=0.4936, reader_cost=0.0002 | ETA 01:06:57 2020-12-01 18:14:32 [INFO] [TRAIN] epoch=49, iter=31870/40000, loss=0.2783, lr=0.002384, batch_cost=0.4877, reader_cost=0.0006 | ETA 01:06:04 2020-12-01 18:14:37 [INFO] [TRAIN] epoch=49, iter=31880/40000, loss=0.3006, lr=0.002381, batch_cost=0.4866, reader_cost=0.0011 | ETA 01:05:50 2020-12-01 18:14:42 [INFO] [TRAIN] epoch=49, iter=31890/40000, loss=0.2846, lr=0.002379, batch_cost=0.5000, reader_cost=0.0018 | ETA 01:07:35 2020-12-01 18:14:46 [INFO] [TRAIN] epoch=49, iter=31900/40000, loss=0.2903, lr=0.002376, batch_cost=0.4912, reader_cost=0.0014 | ETA 01:06:18 2020-12-01 18:14:51 [INFO] [TRAIN] epoch=49, iter=31910/40000, loss=0.3264, lr=0.002373, batch_cost=0.4937, reader_cost=0.0015 | ETA 01:06:33 2020-12-01 18:14:56 [INFO] [TRAIN] epoch=49, iter=31920/40000, loss=0.2671, lr=0.002371, batch_cost=0.4933, reader_cost=0.0011 | ETA 01:06:26 2020-12-01 18:15:01 [INFO] [TRAIN] epoch=49, iter=31930/40000, loss=0.2640, lr=0.002368, batch_cost=0.4919, reader_cost=0.0006 | ETA 01:06:09 2020-12-01 18:15:06 [INFO] [TRAIN] epoch=49, iter=31940/40000, loss=0.2699, lr=0.002365, batch_cost=0.4876, reader_cost=0.0009 | ETA 01:05:29 2020-12-01 18:15:11 [INFO] [TRAIN] epoch=49, iter=31950/40000, loss=0.3091, lr=0.002363, batch_cost=0.4859, reader_cost=0.0009 | ETA 01:05:11 2020-12-01 18:15:16 [INFO] [TRAIN] epoch=49, iter=31960/40000, loss=0.3291, lr=0.002360, batch_cost=0.4920, reader_cost=0.0010 | ETA 01:05:55 2020-12-01 18:15:21 [INFO] [TRAIN] epoch=49, iter=31970/40000, loss=0.3149, lr=0.002357, batch_cost=0.4835, reader_cost=0.0003 | ETA 01:04:42 2020-12-01 18:15:26 [INFO] [TRAIN] epoch=49, iter=31980/40000, loss=0.3774, lr=0.002355, batch_cost=0.4868, reader_cost=0.0008 | ETA 01:05:03 2020-12-01 18:15:31 [INFO] [TRAIN] epoch=49, iter=31990/40000, loss=0.3964, lr=0.002352, batch_cost=0.4919, reader_cost=0.0007 | ETA 01:05:39 2020-12-01 18:15:36 [INFO] [TRAIN] epoch=49, iter=32000/40000, loss=0.3849, lr=0.002350, batch_cost=0.4945, reader_cost=0.0007 | ETA 01:05:56 2020-12-01 18:15:40 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 18:17:42 [INFO] [EVAL] #Images=1449 mIoU=0.7809 Acc=0.9509 Kappa=0.8900 2020-12-01 18:17:42 [INFO] [EVAL] Class IoU: [0.944 0.9118 0.4298 0.8977 0.6917 0.7983 0.9395 0.8817 0.906 0.4581 0.8825 0.5988 0.8579 0.8982 0.8408 0.8674 0.6108 0.8496 0.4843 0.8808 0.7683] 2020-12-01 18:17:42 [INFO] [EVAL] Class Acc: [0.962 0.964 0.4499 0.9516 0.8256 0.9094 0.9846 0.9424 0.9391 0.7666 0.935 0.9324 0.9416 0.9593 0.9455 0.9388 0.8399 0.9682 0.7773 0.9591 0.9418] 2020-12-01 18:17:44 [INFO] [EVAL] The model with the best validation mIoU (0.7809) was saved at iter 32000. 2020-12-01 18:17:49 [INFO] [TRAIN] epoch=49, iter=32010/40000, loss=0.3100, lr=0.002347, batch_cost=0.4817, reader_cost=0.0009 | ETA 01:04:09 2020-12-01 18:17:54 [INFO] [TRAIN] epoch=49, iter=32020/40000, loss=0.3070, lr=0.002344, batch_cost=0.4804, reader_cost=0.0008 | ETA 01:03:53 2020-12-01 18:17:59 [INFO] [TRAIN] epoch=49, iter=32030/40000, loss=0.2120, lr=0.002342, batch_cost=0.4838, reader_cost=0.0003 | ETA 01:04:16 2020-12-01 18:18:04 [INFO] [TRAIN] epoch=49, iter=32040/40000, loss=0.3121, lr=0.002339, batch_cost=0.4888, reader_cost=0.0003 | ETA 01:04:50 2020-12-01 18:18:08 [INFO] [TRAIN] epoch=49, iter=32050/40000, loss=0.3045, lr=0.002336, batch_cost=0.4947, reader_cost=0.0007 | ETA 01:05:32 2020-12-01 18:18:13 [INFO] [TRAIN] epoch=49, iter=32060/40000, loss=0.2697, lr=0.002334, batch_cost=0.4809, reader_cost=0.0004 | ETA 01:03:38 2020-12-01 18:18:18 [INFO] [TRAIN] epoch=49, iter=32070/40000, loss=0.2378, lr=0.002331, batch_cost=0.4837, reader_cost=0.0002 | ETA 01:03:55 2020-12-01 18:18:23 [INFO] [TRAIN] epoch=49, iter=32080/40000, loss=0.2648, lr=0.002328, batch_cost=0.4890, reader_cost=0.0003 | ETA 01:04:32 2020-12-01 18:18:28 [INFO] [TRAIN] epoch=49, iter=32090/40000, loss=0.2659, lr=0.002326, batch_cost=0.4841, reader_cost=0.0006 | ETA 01:03:49 2020-12-01 18:18:33 [INFO] [TRAIN] epoch=49, iter=32100/40000, loss=0.3265, lr=0.002323, batch_cost=0.4815, reader_cost=0.0007 | ETA 01:03:23 2020-12-01 18:18:38 [INFO] [TRAIN] epoch=49, iter=32110/40000, loss=0.3493, lr=0.002320, batch_cost=0.4838, reader_cost=0.0003 | ETA 01:03:36 2020-12-01 18:18:42 [INFO] [TRAIN] epoch=49, iter=32120/40000, loss=0.2237, lr=0.002318, batch_cost=0.4910, reader_cost=0.0002 | ETA 01:04:28 2020-12-01 18:18:47 [INFO] [TRAIN] epoch=49, iter=32130/40000, loss=0.3501, lr=0.002315, batch_cost=0.4858, reader_cost=0.0003 | ETA 01:03:43 2020-12-01 18:18:52 [INFO] [TRAIN] epoch=49, iter=32140/40000, loss=0.2909, lr=0.002312, batch_cost=0.4912, reader_cost=0.0005 | ETA 01:04:20 2020-12-01 18:18:57 [INFO] [TRAIN] epoch=49, iter=32150/40000, loss=0.4351, lr=0.002310, batch_cost=0.4883, reader_cost=0.0005 | ETA 01:03:53 2020-12-01 18:19:02 [INFO] [TRAIN] epoch=49, iter=32160/40000, loss=0.2965, lr=0.002307, batch_cost=0.4909, reader_cost=0.0004 | ETA 01:04:08 2020-12-01 18:19:07 [INFO] [TRAIN] epoch=49, iter=32170/40000, loss=0.3664, lr=0.002305, batch_cost=0.4839, reader_cost=0.0003 | ETA 01:03:08 2020-12-01 18:19:12 [INFO] [TRAIN] epoch=49, iter=32180/40000, loss=0.4147, lr=0.002302, batch_cost=0.4910, reader_cost=0.0004 | ETA 01:03:59 2020-12-01 18:19:17 [INFO] [TRAIN] epoch=49, iter=32190/40000, loss=0.4319, lr=0.002299, batch_cost=0.4837, reader_cost=0.0003 | ETA 01:02:57 2020-12-01 18:19:21 [INFO] [TRAIN] epoch=49, iter=32200/40000, loss=0.4591, lr=0.002297, batch_cost=0.4890, reader_cost=0.0002 | ETA 01:03:34 2020-12-01 18:19:26 [INFO] [TRAIN] epoch=49, iter=32210/40000, loss=0.3204, lr=0.002294, batch_cost=0.4999, reader_cost=0.0003 | ETA 01:04:54 2020-12-01 18:19:31 [INFO] [TRAIN] epoch=49, iter=32220/40000, loss=0.3221, lr=0.002291, batch_cost=0.4951, reader_cost=0.0001 | ETA 01:04:11 2020-12-01 18:19:36 [INFO] [TRAIN] epoch=49, iter=32230/40000, loss=0.3622, lr=0.002289, batch_cost=0.4871, reader_cost=0.0003 | ETA 01:03:04 2020-12-01 18:19:41 [INFO] [TRAIN] epoch=49, iter=32240/40000, loss=0.2908, lr=0.002286, batch_cost=0.4957, reader_cost=0.0003 | ETA 01:04:06 2020-12-01 18:19:46 [INFO] [TRAIN] epoch=49, iter=32250/40000, loss=0.2932, lr=0.002283, batch_cost=0.4901, reader_cost=0.0006 | ETA 01:03:18 2020-12-01 18:19:51 [INFO] [TRAIN] epoch=49, iter=32260/40000, loss=0.3720, lr=0.002281, batch_cost=0.4884, reader_cost=0.0005 | ETA 01:02:59 2020-12-01 18:19:56 [INFO] [TRAIN] epoch=49, iter=32270/40000, loss=0.3253, lr=0.002278, batch_cost=0.4873, reader_cost=0.0002 | ETA 01:02:46 2020-12-01 18:20:01 [INFO] [TRAIN] epoch=49, iter=32280/40000, loss=0.2921, lr=0.002275, batch_cost=0.4866, reader_cost=0.0003 | ETA 01:02:36 2020-12-01 18:20:06 [INFO] [TRAIN] epoch=49, iter=32290/40000, loss=0.2966, lr=0.002273, batch_cost=0.4862, reader_cost=0.0001 | ETA 01:02:28 2020-12-01 18:20:11 [INFO] [TRAIN] epoch=49, iter=32300/40000, loss=0.3156, lr=0.002270, batch_cost=0.4925, reader_cost=0.0002 | ETA 01:03:11 2020-12-01 18:20:15 [INFO] [TRAIN] epoch=49, iter=32310/40000, loss=0.3052, lr=0.002267, batch_cost=0.4908, reader_cost=0.0001 | ETA 01:02:53 2020-12-01 18:20:20 [INFO] [TRAIN] epoch=49, iter=32320/40000, loss=0.3398, lr=0.002265, batch_cost=0.4907, reader_cost=0.0004 | ETA 01:02:48 2020-12-01 18:20:25 [INFO] [TRAIN] epoch=49, iter=32330/40000, loss=0.3821, lr=0.002262, batch_cost=0.4861, reader_cost=0.0006 | ETA 01:02:08 2020-12-01 18:20:30 [INFO] [TRAIN] epoch=49, iter=32340/40000, loss=0.3489, lr=0.002259, batch_cost=0.4757, reader_cost=0.0005 | ETA 01:00:43 2020-12-01 18:20:35 [INFO] [TRAIN] epoch=49, iter=32350/40000, loss=0.3178, lr=0.002257, batch_cost=0.4853, reader_cost=0.0003 | ETA 01:01:52 2020-12-01 18:20:40 [INFO] [TRAIN] epoch=49, iter=32360/40000, loss=0.3571, lr=0.002254, batch_cost=0.4866, reader_cost=0.0003 | ETA 01:01:57 2020-12-01 18:20:45 [INFO] [TRAIN] epoch=49, iter=32370/40000, loss=0.3510, lr=0.002251, batch_cost=0.4960, reader_cost=0.0022 | ETA 01:03:04 2020-12-01 18:20:50 [INFO] [TRAIN] epoch=49, iter=32380/40000, loss=0.3121, lr=0.002249, batch_cost=0.4886, reader_cost=0.0015 | ETA 01:02:03 2020-12-01 18:20:55 [INFO] [TRAIN] epoch=50, iter=32390/40000, loss=0.3770, lr=0.002246, batch_cost=0.5543, reader_cost=0.0598 | ETA 01:10:18 2020-12-01 18:21:00 [INFO] [TRAIN] epoch=50, iter=32400/40000, loss=0.3343, lr=0.002244, batch_cost=0.4920, reader_cost=0.0007 | ETA 01:02:18 2020-12-01 18:21:05 [INFO] [TRAIN] epoch=50, iter=32410/40000, loss=0.2816, lr=0.002241, batch_cost=0.4967, reader_cost=0.0005 | ETA 01:02:50 2020-12-01 18:21:10 [INFO] [TRAIN] epoch=50, iter=32420/40000, loss=0.2743, lr=0.002238, batch_cost=0.4937, reader_cost=0.0015 | ETA 01:02:22 2020-12-01 18:21:15 [INFO] [TRAIN] epoch=50, iter=32430/40000, loss=0.3671, lr=0.002236, batch_cost=0.4901, reader_cost=0.0003 | ETA 01:01:50 2020-12-01 18:21:20 [INFO] [TRAIN] epoch=50, iter=32440/40000, loss=0.3441, lr=0.002233, batch_cost=0.4808, reader_cost=0.0004 | ETA 01:00:34 2020-12-01 18:21:24 [INFO] [TRAIN] epoch=50, iter=32450/40000, loss=0.3655, lr=0.002230, batch_cost=0.4814, reader_cost=0.0013 | ETA 01:00:34 2020-12-01 18:21:29 [INFO] [TRAIN] epoch=50, iter=32460/40000, loss=0.3227, lr=0.002228, batch_cost=0.4902, reader_cost=0.0003 | ETA 01:01:36 2020-12-01 18:21:34 [INFO] [TRAIN] epoch=50, iter=32470/40000, loss=0.2544, lr=0.002225, batch_cost=0.4858, reader_cost=0.0003 | ETA 01:00:58 2020-12-01 18:21:39 [INFO] [TRAIN] epoch=50, iter=32480/40000, loss=0.2807, lr=0.002222, batch_cost=0.4791, reader_cost=0.0011 | ETA 01:00:02 2020-12-01 18:21:44 [INFO] [TRAIN] epoch=50, iter=32490/40000, loss=0.4495, lr=0.002220, batch_cost=0.4853, reader_cost=0.0005 | ETA 01:00:44 2020-12-01 18:21:49 [INFO] [TRAIN] epoch=50, iter=32500/40000, loss=0.3576, lr=0.002217, batch_cost=0.4870, reader_cost=0.0008 | ETA 01:00:52 2020-12-01 18:21:54 [INFO] [TRAIN] epoch=50, iter=32510/40000, loss=0.4367, lr=0.002214, batch_cost=0.4930, reader_cost=0.0003 | ETA 01:01:32 2020-12-01 18:21:59 [INFO] [TRAIN] epoch=50, iter=32520/40000, loss=0.3079, lr=0.002212, batch_cost=0.4857, reader_cost=0.0003 | ETA 01:00:32 2020-12-01 18:22:03 [INFO] [TRAIN] epoch=50, iter=32530/40000, loss=0.3068, lr=0.002209, batch_cost=0.4945, reader_cost=0.0003 | ETA 01:01:33 2020-12-01 18:22:08 [INFO] [TRAIN] epoch=50, iter=32540/40000, loss=0.2535, lr=0.002206, batch_cost=0.4893, reader_cost=0.0001 | ETA 01:00:50 2020-12-01 18:22:13 [INFO] [TRAIN] epoch=50, iter=32550/40000, loss=0.3151, lr=0.002204, batch_cost=0.4876, reader_cost=0.0013 | ETA 01:00:32 2020-12-01 18:22:18 [INFO] [TRAIN] epoch=50, iter=32560/40000, loss=0.3608, lr=0.002201, batch_cost=0.4878, reader_cost=0.0001 | ETA 01:00:29 2020-12-01 18:22:23 [INFO] [TRAIN] epoch=50, iter=32570/40000, loss=0.2838, lr=0.002198, batch_cost=0.4864, reader_cost=0.0001 | ETA 01:00:13 2020-12-01 18:22:28 [INFO] [TRAIN] epoch=50, iter=32580/40000, loss=0.2337, lr=0.002196, batch_cost=0.4948, reader_cost=0.0015 | ETA 01:01:11 2020-12-01 18:22:33 [INFO] [TRAIN] epoch=50, iter=32590/40000, loss=0.3733, lr=0.002193, batch_cost=0.4862, reader_cost=0.0021 | ETA 01:00:02 2020-12-01 18:22:38 [INFO] [TRAIN] epoch=50, iter=32600/40000, loss=0.2923, lr=0.002190, batch_cost=0.4952, reader_cost=0.0012 | ETA 01:01:04 2020-12-01 18:22:43 [INFO] [TRAIN] epoch=50, iter=32610/40000, loss=0.2479, lr=0.002188, batch_cost=0.4889, reader_cost=0.0008 | ETA 01:00:12 2020-12-01 18:22:48 [INFO] [TRAIN] epoch=50, iter=32620/40000, loss=0.3607, lr=0.002185, batch_cost=0.4899, reader_cost=0.0017 | ETA 01:00:15 2020-12-01 18:22:53 [INFO] [TRAIN] epoch=50, iter=32630/40000, loss=0.2880, lr=0.002182, batch_cost=0.5018, reader_cost=0.0004 | ETA 01:01:37 2020-12-01 18:22:58 [INFO] [TRAIN] epoch=50, iter=32640/40000, loss=0.3231, lr=0.002180, batch_cost=0.5035, reader_cost=0.0019 | ETA 01:01:45 2020-12-01 18:23:02 [INFO] [TRAIN] epoch=50, iter=32650/40000, loss=0.3484, lr=0.002177, batch_cost=0.4895, reader_cost=0.0014 | ETA 00:59:58 2020-12-01 18:23:07 [INFO] [TRAIN] epoch=50, iter=32660/40000, loss=0.3620, lr=0.002174, batch_cost=0.4860, reader_cost=0.0010 | ETA 00:59:27 2020-12-01 18:23:12 [INFO] [TRAIN] epoch=50, iter=32670/40000, loss=0.3600, lr=0.002172, batch_cost=0.4980, reader_cost=0.0004 | ETA 01:00:50 2020-12-01 18:23:17 [INFO] [TRAIN] epoch=50, iter=32680/40000, loss=0.2501, lr=0.002169, batch_cost=0.4831, reader_cost=0.0015 | ETA 00:58:56 2020-12-01 18:23:22 [INFO] [TRAIN] epoch=50, iter=32690/40000, loss=0.3386, lr=0.002166, batch_cost=0.4958, reader_cost=0.0010 | ETA 01:00:23 2020-12-01 18:23:27 [INFO] [TRAIN] epoch=50, iter=32700/40000, loss=0.4734, lr=0.002164, batch_cost=0.5015, reader_cost=0.0009 | ETA 01:01:00 2020-12-01 18:23:32 [INFO] [TRAIN] epoch=50, iter=32710/40000, loss=0.3959, lr=0.002161, batch_cost=0.5006, reader_cost=0.0003 | ETA 01:00:49 2020-12-01 18:23:37 [INFO] [TRAIN] epoch=50, iter=32720/40000, loss=0.3127, lr=0.002158, batch_cost=0.4966, reader_cost=0.0016 | ETA 01:00:15 2020-12-01 18:23:42 [INFO] [TRAIN] epoch=50, iter=32730/40000, loss=0.2766, lr=0.002156, batch_cost=0.4929, reader_cost=0.0015 | ETA 00:59:43 2020-12-01 18:23:47 [INFO] [TRAIN] epoch=50, iter=32740/40000, loss=0.3354, lr=0.002153, batch_cost=0.4927, reader_cost=0.0011 | ETA 00:59:36 2020-12-01 18:23:52 [INFO] [TRAIN] epoch=50, iter=32750/40000, loss=0.3315, lr=0.002150, batch_cost=0.4879, reader_cost=0.0012 | ETA 00:58:56 2020-12-01 18:23:57 [INFO] [TRAIN] epoch=50, iter=32760/40000, loss=0.2874, lr=0.002148, batch_cost=0.5005, reader_cost=0.0011 | ETA 01:00:23 2020-12-01 18:24:02 [INFO] [TRAIN] epoch=50, iter=32770/40000, loss=0.4062, lr=0.002145, batch_cost=0.4922, reader_cost=0.0007 | ETA 00:59:18 2020-12-01 18:24:07 [INFO] [TRAIN] epoch=50, iter=32780/40000, loss=0.3103, lr=0.002142, batch_cost=0.4986, reader_cost=0.0012 | ETA 01:00:00 2020-12-01 18:24:12 [INFO] [TRAIN] epoch=50, iter=32790/40000, loss=0.2586, lr=0.002140, batch_cost=0.4910, reader_cost=0.0012 | ETA 00:59:00 2020-12-01 18:24:17 [INFO] [TRAIN] epoch=50, iter=32800/40000, loss=0.2775, lr=0.002137, batch_cost=0.5024, reader_cost=0.0019 | ETA 01:00:16 2020-12-01 18:24:22 [INFO] [TRAIN] epoch=50, iter=32810/40000, loss=0.2755, lr=0.002134, batch_cost=0.4914, reader_cost=0.0010 | ETA 00:58:53 2020-12-01 18:24:26 [INFO] [TRAIN] epoch=50, iter=32820/40000, loss=0.3469, lr=0.002132, batch_cost=0.4867, reader_cost=0.0010 | ETA 00:58:14 2020-12-01 18:24:31 [INFO] [TRAIN] epoch=50, iter=32830/40000, loss=0.2879, lr=0.002129, batch_cost=0.4977, reader_cost=0.0014 | ETA 00:59:28 2020-12-01 18:24:36 [INFO] [TRAIN] epoch=50, iter=32840/40000, loss=0.3423, lr=0.002126, batch_cost=0.4955, reader_cost=0.0015 | ETA 00:59:07 2020-12-01 18:24:41 [INFO] [TRAIN] epoch=50, iter=32850/40000, loss=0.2846, lr=0.002124, batch_cost=0.5020, reader_cost=0.0009 | ETA 00:59:49 2020-12-01 18:24:46 [INFO] [TRAIN] epoch=50, iter=32860/40000, loss=0.2760, lr=0.002121, batch_cost=0.4988, reader_cost=0.0018 | ETA 00:59:21 2020-12-01 18:24:51 [INFO] [TRAIN] epoch=50, iter=32870/40000, loss=0.4089, lr=0.002118, batch_cost=0.5067, reader_cost=0.0009 | ETA 01:00:12 2020-12-01 18:24:56 [INFO] [TRAIN] epoch=50, iter=32880/40000, loss=0.3125, lr=0.002116, batch_cost=0.4989, reader_cost=0.0010 | ETA 00:59:11 2020-12-01 18:25:01 [INFO] [TRAIN] epoch=50, iter=32890/40000, loss=0.3758, lr=0.002113, batch_cost=0.4867, reader_cost=0.0005 | ETA 00:57:40 2020-12-01 18:25:06 [INFO] [TRAIN] epoch=50, iter=32900/40000, loss=0.3643, lr=0.002110, batch_cost=0.4950, reader_cost=0.0009 | ETA 00:58:34 2020-12-01 18:25:11 [INFO] [TRAIN] epoch=50, iter=32910/40000, loss=0.3101, lr=0.002108, batch_cost=0.4933, reader_cost=0.0003 | ETA 00:58:17 2020-12-01 18:25:16 [INFO] [TRAIN] epoch=50, iter=32920/40000, loss=0.4110, lr=0.002105, batch_cost=0.4928, reader_cost=0.0010 | ETA 00:58:08 2020-12-01 18:25:21 [INFO] [TRAIN] epoch=50, iter=32930/40000, loss=0.3994, lr=0.002102, batch_cost=0.4898, reader_cost=0.0003 | ETA 00:57:42 2020-12-01 18:25:26 [INFO] [TRAIN] epoch=50, iter=32940/40000, loss=0.3099, lr=0.002100, batch_cost=0.4881, reader_cost=0.0003 | ETA 00:57:26 2020-12-01 18:25:31 [INFO] [TRAIN] epoch=50, iter=32950/40000, loss=0.2526, lr=0.002097, batch_cost=0.4928, reader_cost=0.0005 | ETA 00:57:53 2020-12-01 18:25:36 [INFO] [TRAIN] epoch=50, iter=32960/40000, loss=0.4127, lr=0.002094, batch_cost=0.4952, reader_cost=0.0009 | ETA 00:58:06 2020-12-01 18:25:41 [INFO] [TRAIN] epoch=50, iter=32970/40000, loss=0.3559, lr=0.002092, batch_cost=0.4903, reader_cost=0.0004 | ETA 00:57:27 2020-12-01 18:25:46 [INFO] [TRAIN] epoch=50, iter=32980/40000, loss=0.3065, lr=0.002089, batch_cost=0.4857, reader_cost=0.0002 | ETA 00:56:49 2020-12-01 18:25:50 [INFO] [TRAIN] epoch=50, iter=32990/40000, loss=0.2671, lr=0.002086, batch_cost=0.4871, reader_cost=0.0002 | ETA 00:56:54 2020-12-01 18:25:55 [INFO] [TRAIN] epoch=50, iter=33000/40000, loss=0.3192, lr=0.002083, batch_cost=0.4939, reader_cost=0.0002 | ETA 00:57:37 2020-12-01 18:26:00 [INFO] [TRAIN] epoch=50, iter=33010/40000, loss=0.2743, lr=0.002081, batch_cost=0.4948, reader_cost=0.0008 | ETA 00:57:38 2020-12-01 18:26:05 [INFO] [TRAIN] epoch=50, iter=33020/40000, loss=0.3609, lr=0.002078, batch_cost=0.4933, reader_cost=0.0010 | ETA 00:57:23 2020-12-01 18:26:10 [INFO] [TRAIN] epoch=50, iter=33030/40000, loss=0.3600, lr=0.002075, batch_cost=0.4904, reader_cost=0.0012 | ETA 00:56:57 2020-12-01 18:26:15 [INFO] [TRAIN] epoch=50, iter=33040/40000, loss=0.3922, lr=0.002073, batch_cost=0.4948, reader_cost=0.0016 | ETA 00:57:23 2020-12-01 18:26:20 [INFO] [TRAIN] epoch=50, iter=33050/40000, loss=0.2095, lr=0.002070, batch_cost=0.4764, reader_cost=0.0003 | ETA 00:55:11 2020-12-01 18:26:26 [INFO] [TRAIN] epoch=51, iter=33060/40000, loss=0.2531, lr=0.002067, batch_cost=0.5667, reader_cost=0.0574 | ETA 01:05:32 2020-12-01 18:26:30 [INFO] [TRAIN] epoch=51, iter=33070/40000, loss=0.3579, lr=0.002065, batch_cost=0.4867, reader_cost=0.0003 | ETA 00:56:12 2020-12-01 18:26:35 [INFO] [TRAIN] epoch=51, iter=33080/40000, loss=0.3003, lr=0.002062, batch_cost=0.4870, reader_cost=0.0003 | ETA 00:56:10 2020-12-01 18:26:40 [INFO] [TRAIN] epoch=51, iter=33090/40000, loss=0.2646, lr=0.002059, batch_cost=0.4922, reader_cost=0.0003 | ETA 00:56:40 2020-12-01 18:26:45 [INFO] [TRAIN] epoch=51, iter=33100/40000, loss=0.3564, lr=0.002057, batch_cost=0.4802, reader_cost=0.0004 | ETA 00:55:13 2020-12-01 18:26:50 [INFO] [TRAIN] epoch=51, iter=33110/40000, loss=0.3875, lr=0.002054, batch_cost=0.4910, reader_cost=0.0006 | ETA 00:56:22 2020-12-01 18:26:55 [INFO] [TRAIN] epoch=51, iter=33120/40000, loss=0.2567, lr=0.002051, batch_cost=0.4987, reader_cost=0.0008 | ETA 00:57:11 2020-12-01 18:27:00 [INFO] [TRAIN] epoch=51, iter=33130/40000, loss=0.3753, lr=0.002049, batch_cost=0.5046, reader_cost=0.0011 | ETA 00:57:46 2020-12-01 18:27:05 [INFO] [TRAIN] epoch=51, iter=33140/40000, loss=0.3249, lr=0.002046, batch_cost=0.4894, reader_cost=0.0009 | ETA 00:55:57 2020-12-01 18:27:10 [INFO] [TRAIN] epoch=51, iter=33150/40000, loss=0.2935, lr=0.002043, batch_cost=0.4922, reader_cost=0.0022 | ETA 00:56:11 2020-12-01 18:27:15 [INFO] [TRAIN] epoch=51, iter=33160/40000, loss=0.2637, lr=0.002041, batch_cost=0.4936, reader_cost=0.0008 | ETA 00:56:16 2020-12-01 18:27:20 [INFO] [TRAIN] epoch=51, iter=33170/40000, loss=0.3149, lr=0.002038, batch_cost=0.4953, reader_cost=0.0022 | ETA 00:56:22 2020-12-01 18:27:25 [INFO] [TRAIN] epoch=51, iter=33180/40000, loss=0.3031, lr=0.002035, batch_cost=0.4938, reader_cost=0.0003 | ETA 00:56:07 2020-12-01 18:27:30 [INFO] [TRAIN] epoch=51, iter=33190/40000, loss=0.2864, lr=0.002033, batch_cost=0.4925, reader_cost=0.0007 | ETA 00:55:54 2020-12-01 18:27:35 [INFO] [TRAIN] epoch=51, iter=33200/40000, loss=0.2372, lr=0.002030, batch_cost=0.4999, reader_cost=0.0006 | ETA 00:56:39 2020-12-01 18:27:39 [INFO] [TRAIN] epoch=51, iter=33210/40000, loss=0.3573, lr=0.002027, batch_cost=0.4928, reader_cost=0.0003 | ETA 00:55:46 2020-12-01 18:27:44 [INFO] [TRAIN] epoch=51, iter=33220/40000, loss=0.2547, lr=0.002024, batch_cost=0.5022, reader_cost=0.0004 | ETA 00:56:45 2020-12-01 18:27:49 [INFO] [TRAIN] epoch=51, iter=33230/40000, loss=0.3124, lr=0.002022, batch_cost=0.4888, reader_cost=0.0002 | ETA 00:55:09 2020-12-01 18:27:54 [INFO] [TRAIN] epoch=51, iter=33240/40000, loss=0.2914, lr=0.002019, batch_cost=0.4964, reader_cost=0.0004 | ETA 00:55:55 2020-12-01 18:27:59 [INFO] [TRAIN] epoch=51, iter=33250/40000, loss=0.2996, lr=0.002016, batch_cost=0.4941, reader_cost=0.0018 | ETA 00:55:35 2020-12-01 18:28:04 [INFO] [TRAIN] epoch=51, iter=33260/40000, loss=0.2316, lr=0.002014, batch_cost=0.4988, reader_cost=0.0010 | ETA 00:56:02 2020-12-01 18:28:09 [INFO] [TRAIN] epoch=51, iter=33270/40000, loss=0.3202, lr=0.002011, batch_cost=0.4931, reader_cost=0.0013 | ETA 00:55:18 2020-12-01 18:28:14 [INFO] [TRAIN] epoch=51, iter=33280/40000, loss=0.2351, lr=0.002008, batch_cost=0.4954, reader_cost=0.0009 | ETA 00:55:28 2020-12-01 18:28:19 [INFO] [TRAIN] epoch=51, iter=33290/40000, loss=0.2585, lr=0.002006, batch_cost=0.4901, reader_cost=0.0004 | ETA 00:54:48 2020-12-01 18:28:24 [INFO] [TRAIN] epoch=51, iter=33300/40000, loss=0.3164, lr=0.002003, batch_cost=0.4932, reader_cost=0.0003 | ETA 00:55:04 2020-12-01 18:28:29 [INFO] [TRAIN] epoch=51, iter=33310/40000, loss=0.2801, lr=0.002000, batch_cost=0.4957, reader_cost=0.0007 | ETA 00:55:16 2020-12-01 18:28:34 [INFO] [TRAIN] epoch=51, iter=33320/40000, loss=0.3340, lr=0.001998, batch_cost=0.4902, reader_cost=0.0003 | ETA 00:54:34 2020-12-01 18:28:39 [INFO] [TRAIN] epoch=51, iter=33330/40000, loss=0.2681, lr=0.001995, batch_cost=0.4941, reader_cost=0.0001 | ETA 00:54:55 2020-12-01 18:28:44 [INFO] [TRAIN] epoch=51, iter=33340/40000, loss=0.2966, lr=0.001992, batch_cost=0.4943, reader_cost=0.0007 | ETA 00:54:52 2020-12-01 18:28:49 [INFO] [TRAIN] epoch=51, iter=33350/40000, loss=0.2969, lr=0.001990, batch_cost=0.4940, reader_cost=0.0005 | ETA 00:54:45 2020-12-01 18:28:54 [INFO] [TRAIN] epoch=51, iter=33360/40000, loss=0.4620, lr=0.001987, batch_cost=0.4854, reader_cost=0.0003 | ETA 00:53:42 2020-12-01 18:28:58 [INFO] [TRAIN] epoch=51, iter=33370/40000, loss=0.2873, lr=0.001984, batch_cost=0.4968, reader_cost=0.0001 | ETA 00:54:53 2020-12-01 18:29:03 [INFO] [TRAIN] epoch=51, iter=33380/40000, loss=0.2814, lr=0.001981, batch_cost=0.4895, reader_cost=0.0002 | ETA 00:54:00 2020-12-01 18:29:08 [INFO] [TRAIN] epoch=51, iter=33390/40000, loss=0.2914, lr=0.001979, batch_cost=0.4887, reader_cost=0.0004 | ETA 00:53:50 2020-12-01 18:29:13 [INFO] [TRAIN] epoch=51, iter=33400/40000, loss=0.2439, lr=0.001976, batch_cost=0.4909, reader_cost=0.0005 | ETA 00:53:59 2020-12-01 18:29:18 [INFO] [TRAIN] epoch=51, iter=33410/40000, loss=0.3269, lr=0.001973, batch_cost=0.5195, reader_cost=0.0067 | ETA 00:57:03 2020-12-01 18:29:23 [INFO] [TRAIN] epoch=51, iter=33420/40000, loss=0.3229, lr=0.001971, batch_cost=0.4868, reader_cost=0.0012 | ETA 00:53:22 2020-12-01 18:29:28 [INFO] [TRAIN] epoch=51, iter=33430/40000, loss=0.3304, lr=0.001968, batch_cost=0.4900, reader_cost=0.0003 | ETA 00:53:39 2020-12-01 18:29:33 [INFO] [TRAIN] epoch=51, iter=33440/40000, loss=0.3029, lr=0.001965, batch_cost=0.4927, reader_cost=0.0001 | ETA 00:53:52 2020-12-01 18:29:38 [INFO] [TRAIN] epoch=51, iter=33450/40000, loss=0.2782, lr=0.001963, batch_cost=0.4965, reader_cost=0.0001 | ETA 00:54:12 2020-12-01 18:29:43 [INFO] [TRAIN] epoch=51, iter=33460/40000, loss=0.2488, lr=0.001960, batch_cost=0.4936, reader_cost=0.0001 | ETA 00:53:47 2020-12-01 18:29:48 [INFO] [TRAIN] epoch=51, iter=33470/40000, loss=0.2723, lr=0.001957, batch_cost=0.4975, reader_cost=0.0001 | ETA 00:54:08 2020-12-01 18:29:53 [INFO] [TRAIN] epoch=51, iter=33480/40000, loss=0.4448, lr=0.001954, batch_cost=0.4890, reader_cost=0.0004 | ETA 00:53:08 2020-12-01 18:29:58 [INFO] [TRAIN] epoch=51, iter=33490/40000, loss=0.2756, lr=0.001952, batch_cost=0.4944, reader_cost=0.0008 | ETA 00:53:38 2020-12-01 18:30:03 [INFO] [TRAIN] epoch=51, iter=33500/40000, loss=0.3210, lr=0.001949, batch_cost=0.4920, reader_cost=0.0009 | ETA 00:53:18 2020-12-01 18:30:08 [INFO] [TRAIN] epoch=51, iter=33510/40000, loss=0.3182, lr=0.001946, batch_cost=0.5018, reader_cost=0.0013 | ETA 00:54:16 2020-12-01 18:30:13 [INFO] [TRAIN] epoch=51, iter=33520/40000, loss=0.2825, lr=0.001944, batch_cost=0.4935, reader_cost=0.0006 | ETA 00:53:17 2020-12-01 18:30:18 [INFO] [TRAIN] epoch=51, iter=33530/40000, loss=0.3217, lr=0.001941, batch_cost=0.4936, reader_cost=0.0007 | ETA 00:53:13 2020-12-01 18:30:23 [INFO] [TRAIN] epoch=51, iter=33540/40000, loss=0.3537, lr=0.001938, batch_cost=0.4933, reader_cost=0.0009 | ETA 00:53:06 2020-12-01 18:30:27 [INFO] [TRAIN] epoch=51, iter=33550/40000, loss=0.3385, lr=0.001936, batch_cost=0.4945, reader_cost=0.0006 | ETA 00:53:09 2020-12-01 18:30:32 [INFO] [TRAIN] epoch=51, iter=33560/40000, loss=0.2678, lr=0.001933, batch_cost=0.4957, reader_cost=0.0004 | ETA 00:53:12 2020-12-01 18:30:37 [INFO] [TRAIN] epoch=51, iter=33570/40000, loss=0.2946, lr=0.001930, batch_cost=0.4848, reader_cost=0.0013 | ETA 00:51:57 2020-12-01 18:30:42 [INFO] [TRAIN] epoch=51, iter=33580/40000, loss=0.2439, lr=0.001927, batch_cost=0.4979, reader_cost=0.0006 | ETA 00:53:16 2020-12-01 18:30:47 [INFO] [TRAIN] epoch=51, iter=33590/40000, loss=0.2714, lr=0.001925, batch_cost=0.4980, reader_cost=0.0003 | ETA 00:53:12 2020-12-01 18:30:52 [INFO] [TRAIN] epoch=51, iter=33600/40000, loss=0.3253, lr=0.001922, batch_cost=0.4913, reader_cost=0.0015 | ETA 00:52:24 2020-12-01 18:30:57 [INFO] [TRAIN] epoch=51, iter=33610/40000, loss=0.3091, lr=0.001919, batch_cost=0.4973, reader_cost=0.0009 | ETA 00:52:57 2020-12-01 18:31:02 [INFO] [TRAIN] epoch=51, iter=33620/40000, loss=0.2523, lr=0.001917, batch_cost=0.4902, reader_cost=0.0008 | ETA 00:52:07 2020-12-01 18:31:07 [INFO] [TRAIN] epoch=51, iter=33630/40000, loss=0.3390, lr=0.001914, batch_cost=0.4923, reader_cost=0.0003 | ETA 00:52:16 2020-12-01 18:31:12 [INFO] [TRAIN] epoch=51, iter=33640/40000, loss=0.2640, lr=0.001911, batch_cost=0.4976, reader_cost=0.0011 | ETA 00:52:44 2020-12-01 18:31:17 [INFO] [TRAIN] epoch=51, iter=33650/40000, loss=0.3530, lr=0.001909, batch_cost=0.4912, reader_cost=0.0005 | ETA 00:51:59 2020-12-01 18:31:22 [INFO] [TRAIN] epoch=51, iter=33660/40000, loss=0.2317, lr=0.001906, batch_cost=0.4840, reader_cost=0.0005 | ETA 00:51:08 2020-12-01 18:31:27 [INFO] [TRAIN] epoch=51, iter=33670/40000, loss=0.2983, lr=0.001903, batch_cost=0.4859, reader_cost=0.0003 | ETA 00:51:15 2020-12-01 18:31:31 [INFO] [TRAIN] epoch=51, iter=33680/40000, loss=0.2796, lr=0.001900, batch_cost=0.4879, reader_cost=0.0003 | ETA 00:51:23 2020-12-01 18:31:36 [INFO] [TRAIN] epoch=51, iter=33690/40000, loss=0.2650, lr=0.001898, batch_cost=0.4877, reader_cost=0.0003 | ETA 00:51:17 2020-12-01 18:31:41 [INFO] [TRAIN] epoch=51, iter=33700/40000, loss=0.3440, lr=0.001895, batch_cost=0.4874, reader_cost=0.0003 | ETA 00:51:10 2020-12-01 18:31:46 [INFO] [TRAIN] epoch=51, iter=33710/40000, loss=0.2469, lr=0.001892, batch_cost=0.4760, reader_cost=0.0005 | ETA 00:49:53 2020-12-01 18:31:52 [INFO] [TRAIN] epoch=52, iter=33720/40000, loss=0.2535, lr=0.001890, batch_cost=0.5649, reader_cost=0.0646 | ETA 00:59:07 2020-12-01 18:31:57 [INFO] [TRAIN] epoch=52, iter=33730/40000, loss=0.4867, lr=0.001887, batch_cost=0.4921, reader_cost=0.0016 | ETA 00:51:25 2020-12-01 18:32:01 [INFO] [TRAIN] epoch=52, iter=33740/40000, loss=0.2771, lr=0.001884, batch_cost=0.4777, reader_cost=0.0015 | ETA 00:49:50 2020-12-01 18:32:06 [INFO] [TRAIN] epoch=52, iter=33750/40000, loss=0.3248, lr=0.001881, batch_cost=0.4882, reader_cost=0.0017 | ETA 00:50:51 2020-12-01 18:32:11 [INFO] [TRAIN] epoch=52, iter=33760/40000, loss=0.2444, lr=0.001879, batch_cost=0.4903, reader_cost=0.0013 | ETA 00:50:59 2020-12-01 18:32:16 [INFO] [TRAIN] epoch=52, iter=33770/40000, loss=0.4056, lr=0.001876, batch_cost=0.4828, reader_cost=0.0010 | ETA 00:50:07 2020-12-01 18:32:21 [INFO] [TRAIN] epoch=52, iter=33780/40000, loss=0.3050, lr=0.001873, batch_cost=0.4909, reader_cost=0.0011 | ETA 00:50:53 2020-12-01 18:32:26 [INFO] [TRAIN] epoch=52, iter=33790/40000, loss=0.3160, lr=0.001871, batch_cost=0.4879, reader_cost=0.0005 | ETA 00:50:29 2020-12-01 18:32:31 [INFO] [TRAIN] epoch=52, iter=33800/40000, loss=0.4754, lr=0.001868, batch_cost=0.4830, reader_cost=0.0006 | ETA 00:49:54 2020-12-01 18:32:35 [INFO] [TRAIN] epoch=52, iter=33810/40000, loss=0.2780, lr=0.001865, batch_cost=0.4877, reader_cost=0.0005 | ETA 00:50:18 2020-12-01 18:32:40 [INFO] [TRAIN] epoch=52, iter=33820/40000, loss=0.2475, lr=0.001863, batch_cost=0.4854, reader_cost=0.0005 | ETA 00:49:59 2020-12-01 18:32:45 [INFO] [TRAIN] epoch=52, iter=33830/40000, loss=0.2397, lr=0.001860, batch_cost=0.4896, reader_cost=0.0009 | ETA 00:50:20 2020-12-01 18:32:50 [INFO] [TRAIN] epoch=52, iter=33840/40000, loss=0.2558, lr=0.001857, batch_cost=0.4885, reader_cost=0.0011 | ETA 00:50:09 2020-12-01 18:32:55 [INFO] [TRAIN] epoch=52, iter=33850/40000, loss=0.3485, lr=0.001854, batch_cost=0.4857, reader_cost=0.0010 | ETA 00:49:46 2020-12-01 18:33:00 [INFO] [TRAIN] epoch=52, iter=33860/40000, loss=0.2930, lr=0.001852, batch_cost=0.4966, reader_cost=0.0005 | ETA 00:50:49 2020-12-01 18:33:05 [INFO] [TRAIN] epoch=52, iter=33870/40000, loss=0.3192, lr=0.001849, batch_cost=0.4917, reader_cost=0.0006 | ETA 00:50:14 2020-12-01 18:33:10 [INFO] [TRAIN] epoch=52, iter=33880/40000, loss=0.2644, lr=0.001846, batch_cost=0.4878, reader_cost=0.0010 | ETA 00:49:45 2020-12-01 18:33:15 [INFO] [TRAIN] epoch=52, iter=33890/40000, loss=0.3218, lr=0.001844, batch_cost=0.4889, reader_cost=0.0015 | ETA 00:49:47 2020-12-01 18:33:19 [INFO] [TRAIN] epoch=52, iter=33900/40000, loss=0.2323, lr=0.001841, batch_cost=0.4883, reader_cost=0.0010 | ETA 00:49:38 2020-12-01 18:33:24 [INFO] [TRAIN] epoch=52, iter=33910/40000, loss=0.2344, lr=0.001838, batch_cost=0.4923, reader_cost=0.0005 | ETA 00:49:57 2020-12-01 18:33:29 [INFO] [TRAIN] epoch=52, iter=33920/40000, loss=0.4273, lr=0.001835, batch_cost=0.4966, reader_cost=0.0007 | ETA 00:50:19 2020-12-01 18:33:34 [INFO] [TRAIN] epoch=52, iter=33930/40000, loss=0.2330, lr=0.001833, batch_cost=0.4951, reader_cost=0.0012 | ETA 00:50:05 2020-12-01 18:33:39 [INFO] [TRAIN] epoch=52, iter=33940/40000, loss=0.3318, lr=0.001830, batch_cost=0.4788, reader_cost=0.0007 | ETA 00:48:21 2020-12-01 18:33:44 [INFO] [TRAIN] epoch=52, iter=33950/40000, loss=0.2623, lr=0.001827, batch_cost=0.4848, reader_cost=0.0016 | ETA 00:48:52 2020-12-01 18:33:49 [INFO] [TRAIN] epoch=52, iter=33960/40000, loss=0.2946, lr=0.001825, batch_cost=0.4943, reader_cost=0.0017 | ETA 00:49:45 2020-12-01 18:33:54 [INFO] [TRAIN] epoch=52, iter=33970/40000, loss=0.2525, lr=0.001822, batch_cost=0.4776, reader_cost=0.0009 | ETA 00:47:59 2020-12-01 18:33:59 [INFO] [TRAIN] epoch=52, iter=33980/40000, loss=0.2402, lr=0.001819, batch_cost=0.4932, reader_cost=0.0010 | ETA 00:49:29 2020-12-01 18:34:03 [INFO] [TRAIN] epoch=52, iter=33990/40000, loss=0.1915, lr=0.001816, batch_cost=0.4915, reader_cost=0.0008 | ETA 00:49:14 2020-12-01 18:34:08 [INFO] [TRAIN] epoch=52, iter=34000/40000, loss=0.2273, lr=0.001814, batch_cost=0.4917, reader_cost=0.0017 | ETA 00:49:10 2020-12-01 18:34:13 [INFO] [TRAIN] epoch=52, iter=34010/40000, loss=0.3579, lr=0.001811, batch_cost=0.4947, reader_cost=0.0015 | ETA 00:49:23 2020-12-01 18:34:18 [INFO] [TRAIN] epoch=52, iter=34020/40000, loss=0.2705, lr=0.001808, batch_cost=0.4948, reader_cost=0.0012 | ETA 00:49:18 2020-12-01 18:34:23 [INFO] [TRAIN] epoch=52, iter=34030/40000, loss=0.2825, lr=0.001805, batch_cost=0.4865, reader_cost=0.0016 | ETA 00:48:24 2020-12-01 18:34:28 [INFO] [TRAIN] epoch=52, iter=34040/40000, loss=0.3467, lr=0.001803, batch_cost=0.4956, reader_cost=0.0017 | ETA 00:49:13 2020-12-01 18:34:33 [INFO] [TRAIN] epoch=52, iter=34050/40000, loss=0.3704, lr=0.001800, batch_cost=0.4884, reader_cost=0.0010 | ETA 00:48:26 2020-12-01 18:34:38 [INFO] [TRAIN] epoch=52, iter=34060/40000, loss=0.2389, lr=0.001797, batch_cost=0.4888, reader_cost=0.0006 | ETA 00:48:23 2020-12-01 18:34:43 [INFO] [TRAIN] epoch=52, iter=34070/40000, loss=0.2495, lr=0.001795, batch_cost=0.4924, reader_cost=0.0009 | ETA 00:48:39 2020-12-01 18:34:48 [INFO] [TRAIN] epoch=52, iter=34080/40000, loss=0.2323, lr=0.001792, batch_cost=0.4926, reader_cost=0.0006 | ETA 00:48:36 2020-12-01 18:34:53 [INFO] [TRAIN] epoch=52, iter=34090/40000, loss=0.3228, lr=0.001789, batch_cost=0.4871, reader_cost=0.0007 | ETA 00:47:58 2020-12-01 18:34:58 [INFO] [TRAIN] epoch=52, iter=34100/40000, loss=0.3180, lr=0.001786, batch_cost=0.4897, reader_cost=0.0009 | ETA 00:48:09 2020-12-01 18:35:02 [INFO] [TRAIN] epoch=52, iter=34110/40000, loss=0.2685, lr=0.001784, batch_cost=0.4851, reader_cost=0.0007 | ETA 00:47:37 2020-12-01 18:35:07 [INFO] [TRAIN] epoch=52, iter=34120/40000, loss=0.2891, lr=0.001781, batch_cost=0.4966, reader_cost=0.0012 | ETA 00:48:39 2020-12-01 18:35:12 [INFO] [TRAIN] epoch=52, iter=34130/40000, loss=0.2709, lr=0.001778, batch_cost=0.4822, reader_cost=0.0003 | ETA 00:47:10 2020-12-01 18:35:17 [INFO] [TRAIN] epoch=52, iter=34140/40000, loss=0.3162, lr=0.001775, batch_cost=0.4887, reader_cost=0.0007 | ETA 00:47:43 2020-12-01 18:35:22 [INFO] [TRAIN] epoch=52, iter=34150/40000, loss=0.3135, lr=0.001773, batch_cost=0.4913, reader_cost=0.0018 | ETA 00:47:54 2020-12-01 18:35:27 [INFO] [TRAIN] epoch=52, iter=34160/40000, loss=0.2947, lr=0.001770, batch_cost=0.4940, reader_cost=0.0018 | ETA 00:48:05 2020-12-01 18:35:32 [INFO] [TRAIN] epoch=52, iter=34170/40000, loss=0.4055, lr=0.001767, batch_cost=0.4832, reader_cost=0.0012 | ETA 00:46:57 2020-12-01 18:35:37 [INFO] [TRAIN] epoch=52, iter=34180/40000, loss=0.2663, lr=0.001765, batch_cost=0.4921, reader_cost=0.0013 | ETA 00:47:44 2020-12-01 18:35:42 [INFO] [TRAIN] epoch=52, iter=34190/40000, loss=0.2969, lr=0.001762, batch_cost=0.4897, reader_cost=0.0010 | ETA 00:47:25 2020-12-01 18:35:46 [INFO] [TRAIN] epoch=52, iter=34200/40000, loss=0.2950, lr=0.001759, batch_cost=0.4949, reader_cost=0.0006 | ETA 00:47:50 2020-12-01 18:35:51 [INFO] [TRAIN] epoch=52, iter=34210/40000, loss=0.3959, lr=0.001756, batch_cost=0.4869, reader_cost=0.0011 | ETA 00:46:59 2020-12-01 18:35:56 [INFO] [TRAIN] epoch=52, iter=34220/40000, loss=0.3728, lr=0.001754, batch_cost=0.4806, reader_cost=0.0005 | ETA 00:46:18 2020-12-01 18:36:01 [INFO] [TRAIN] epoch=52, iter=34230/40000, loss=0.2961, lr=0.001751, batch_cost=0.4876, reader_cost=0.0012 | ETA 00:46:53 2020-12-01 18:36:06 [INFO] [TRAIN] epoch=52, iter=34240/40000, loss=0.3395, lr=0.001748, batch_cost=0.4864, reader_cost=0.0008 | ETA 00:46:41 2020-12-01 18:36:11 [INFO] [TRAIN] epoch=52, iter=34250/40000, loss=0.3108, lr=0.001745, batch_cost=0.4943, reader_cost=0.0015 | ETA 00:47:22 2020-12-01 18:36:16 [INFO] [TRAIN] epoch=52, iter=34260/40000, loss=0.3356, lr=0.001743, batch_cost=0.4862, reader_cost=0.0010 | ETA 00:46:30 2020-12-01 18:36:20 [INFO] [TRAIN] epoch=52, iter=34270/40000, loss=0.3196, lr=0.001740, batch_cost=0.4781, reader_cost=0.0005 | ETA 00:45:39 2020-12-01 18:36:25 [INFO] [TRAIN] epoch=52, iter=34280/40000, loss=0.2634, lr=0.001737, batch_cost=0.4786, reader_cost=0.0015 | ETA 00:45:37 2020-12-01 18:36:30 [INFO] [TRAIN] epoch=52, iter=34290/40000, loss=0.3367, lr=0.001735, batch_cost=0.4811, reader_cost=0.0010 | ETA 00:45:47 2020-12-01 18:36:35 [INFO] [TRAIN] epoch=52, iter=34300/40000, loss=0.2223, lr=0.001732, batch_cost=0.4806, reader_cost=0.0009 | ETA 00:45:39 2020-12-01 18:36:40 [INFO] [TRAIN] epoch=52, iter=34310/40000, loss=0.3204, lr=0.001729, batch_cost=0.4815, reader_cost=0.0012 | ETA 00:45:39 2020-12-01 18:36:45 [INFO] [TRAIN] epoch=52, iter=34320/40000, loss=0.2161, lr=0.001726, batch_cost=0.4883, reader_cost=0.0005 | ETA 00:46:13 2020-12-01 18:36:49 [INFO] [TRAIN] epoch=52, iter=34330/40000, loss=0.2266, lr=0.001724, batch_cost=0.4884, reader_cost=0.0010 | ETA 00:46:09 2020-12-01 18:36:54 [INFO] [TRAIN] epoch=52, iter=34340/40000, loss=0.2518, lr=0.001721, batch_cost=0.4830, reader_cost=0.0003 | ETA 00:45:33 2020-12-01 18:36:59 [INFO] [TRAIN] epoch=52, iter=34350/40000, loss=0.3621, lr=0.001718, batch_cost=0.4798, reader_cost=0.0005 | ETA 00:45:10 2020-12-01 18:37:04 [INFO] [TRAIN] epoch=52, iter=34360/40000, loss=0.3757, lr=0.001715, batch_cost=0.4856, reader_cost=0.0010 | ETA 00:45:38 2020-12-01 18:37:09 [INFO] [TRAIN] epoch=52, iter=34370/40000, loss=0.3312, lr=0.001713, batch_cost=0.4789, reader_cost=0.0003 | ETA 00:44:56 2020-12-01 18:37:14 [INFO] [TRAIN] epoch=53, iter=34380/40000, loss=0.2508, lr=0.001710, batch_cost=0.5704, reader_cost=0.0654 | ETA 00:53:25 2020-12-01 18:37:19 [INFO] [TRAIN] epoch=53, iter=34390/40000, loss=0.2726, lr=0.001707, batch_cost=0.4769, reader_cost=0.0005 | ETA 00:44:35 2020-12-01 18:37:24 [INFO] [TRAIN] epoch=53, iter=34400/40000, loss=0.3810, lr=0.001704, batch_cost=0.4833, reader_cost=0.0003 | ETA 00:45:06 2020-12-01 18:37:29 [INFO] [TRAIN] epoch=53, iter=34410/40000, loss=0.2941, lr=0.001702, batch_cost=0.4781, reader_cost=0.0007 | ETA 00:44:32 2020-12-01 18:37:34 [INFO] [TRAIN] epoch=53, iter=34420/40000, loss=0.3210, lr=0.001699, batch_cost=0.4755, reader_cost=0.0003 | ETA 00:44:13 2020-12-01 18:37:38 [INFO] [TRAIN] epoch=53, iter=34430/40000, loss=0.3219, lr=0.001696, batch_cost=0.4835, reader_cost=0.0005 | ETA 00:44:52 2020-12-01 18:37:43 [INFO] [TRAIN] epoch=53, iter=34440/40000, loss=0.3164, lr=0.001693, batch_cost=0.4907, reader_cost=0.0003 | ETA 00:45:28 2020-12-01 18:37:48 [INFO] [TRAIN] epoch=53, iter=34450/40000, loss=0.3763, lr=0.001691, batch_cost=0.4850, reader_cost=0.0001 | ETA 00:44:51 2020-12-01 18:37:53 [INFO] [TRAIN] epoch=53, iter=34460/40000, loss=0.3133, lr=0.001688, batch_cost=0.4884, reader_cost=0.0005 | ETA 00:45:05 2020-12-01 18:37:58 [INFO] [TRAIN] epoch=53, iter=34470/40000, loss=0.2170, lr=0.001685, batch_cost=0.4910, reader_cost=0.0005 | ETA 00:45:15 2020-12-01 18:38:03 [INFO] [TRAIN] epoch=53, iter=34480/40000, loss=0.3775, lr=0.001683, batch_cost=0.4871, reader_cost=0.0006 | ETA 00:44:48 2020-12-01 18:38:08 [INFO] [TRAIN] epoch=53, iter=34490/40000, loss=0.2659, lr=0.001680, batch_cost=0.4894, reader_cost=0.0019 | ETA 00:44:56 2020-12-01 18:38:13 [INFO] [TRAIN] epoch=53, iter=34500/40000, loss=0.2741, lr=0.001677, batch_cost=0.4856, reader_cost=0.0011 | ETA 00:44:30 2020-12-01 18:38:17 [INFO] [TRAIN] epoch=53, iter=34510/40000, loss=0.3153, lr=0.001674, batch_cost=0.4877, reader_cost=0.0012 | ETA 00:44:37 2020-12-01 18:38:22 [INFO] [TRAIN] epoch=53, iter=34520/40000, loss=0.2772, lr=0.001672, batch_cost=0.4860, reader_cost=0.0003 | ETA 00:44:23 2020-12-01 18:38:27 [INFO] [TRAIN] epoch=53, iter=34530/40000, loss=0.2452, lr=0.001669, batch_cost=0.4883, reader_cost=0.0010 | ETA 00:44:31 2020-12-01 18:38:32 [INFO] [TRAIN] epoch=53, iter=34540/40000, loss=0.2575, lr=0.001666, batch_cost=0.4949, reader_cost=0.0019 | ETA 00:45:02 2020-12-01 18:38:37 [INFO] [TRAIN] epoch=53, iter=34550/40000, loss=0.3443, lr=0.001663, batch_cost=0.4976, reader_cost=0.0012 | ETA 00:45:12 2020-12-01 18:38:42 [INFO] [TRAIN] epoch=53, iter=34560/40000, loss=0.2592, lr=0.001661, batch_cost=0.4835, reader_cost=0.0007 | ETA 00:43:50 2020-12-01 18:38:47 [INFO] [TRAIN] epoch=53, iter=34570/40000, loss=0.2815, lr=0.001658, batch_cost=0.4779, reader_cost=0.0003 | ETA 00:43:14 2020-12-01 18:38:52 [INFO] [TRAIN] epoch=53, iter=34580/40000, loss=0.2979, lr=0.001655, batch_cost=0.4864, reader_cost=0.0012 | ETA 00:43:56 2020-12-01 18:38:57 [INFO] [TRAIN] epoch=53, iter=34590/40000, loss=0.3734, lr=0.001652, batch_cost=0.4885, reader_cost=0.0016 | ETA 00:44:02 2020-12-01 18:39:02 [INFO] [TRAIN] epoch=53, iter=34600/40000, loss=0.3272, lr=0.001650, batch_cost=0.4987, reader_cost=0.0010 | ETA 00:44:52 2020-12-01 18:39:06 [INFO] [TRAIN] epoch=53, iter=34610/40000, loss=0.3033, lr=0.001647, batch_cost=0.4842, reader_cost=0.0006 | ETA 00:43:29 2020-12-01 18:39:11 [INFO] [TRAIN] epoch=53, iter=34620/40000, loss=0.2475, lr=0.001644, batch_cost=0.4950, reader_cost=0.0010 | ETA 00:44:22 2020-12-01 18:39:16 [INFO] [TRAIN] epoch=53, iter=34630/40000, loss=0.2498, lr=0.001641, batch_cost=0.4893, reader_cost=0.0004 | ETA 00:43:47 2020-12-01 18:39:21 [INFO] [TRAIN] epoch=53, iter=34640/40000, loss=0.2944, lr=0.001639, batch_cost=0.4881, reader_cost=0.0010 | ETA 00:43:36 2020-12-01 18:39:26 [INFO] [TRAIN] epoch=53, iter=34650/40000, loss=0.3235, lr=0.001636, batch_cost=0.4959, reader_cost=0.0020 | ETA 00:44:13 2020-12-01 18:39:31 [INFO] [TRAIN] epoch=53, iter=34660/40000, loss=0.3063, lr=0.001633, batch_cost=0.4921, reader_cost=0.0013 | ETA 00:43:47 2020-12-01 18:39:36 [INFO] [TRAIN] epoch=53, iter=34670/40000, loss=0.3140, lr=0.001630, batch_cost=0.4841, reader_cost=0.0009 | ETA 00:43:00 2020-12-01 18:39:41 [INFO] [TRAIN] epoch=53, iter=34680/40000, loss=0.2646, lr=0.001628, batch_cost=0.4866, reader_cost=0.0006 | ETA 00:43:08 2020-12-01 18:39:46 [INFO] [TRAIN] epoch=53, iter=34690/40000, loss=0.3116, lr=0.001625, batch_cost=0.4856, reader_cost=0.0005 | ETA 00:42:58 2020-12-01 18:39:50 [INFO] [TRAIN] epoch=53, iter=34700/40000, loss=0.3316, lr=0.001622, batch_cost=0.4871, reader_cost=0.0004 | ETA 00:43:01 2020-12-01 18:39:55 [INFO] [TRAIN] epoch=53, iter=34710/40000, loss=0.3217, lr=0.001619, batch_cost=0.4856, reader_cost=0.0003 | ETA 00:42:49 2020-12-01 18:40:00 [INFO] [TRAIN] epoch=53, iter=34720/40000, loss=0.2828, lr=0.001617, batch_cost=0.4916, reader_cost=0.0007 | ETA 00:43:15 2020-12-01 18:40:05 [INFO] [TRAIN] epoch=53, iter=34730/40000, loss=0.2516, lr=0.001614, batch_cost=0.4863, reader_cost=0.0006 | ETA 00:42:42 2020-12-01 18:40:10 [INFO] [TRAIN] epoch=53, iter=34740/40000, loss=0.2780, lr=0.001611, batch_cost=0.4858, reader_cost=0.0003 | ETA 00:42:35 2020-12-01 18:40:15 [INFO] [TRAIN] epoch=53, iter=34750/40000, loss=0.2946, lr=0.001608, batch_cost=0.4857, reader_cost=0.0003 | ETA 00:42:30 2020-12-01 18:40:20 [INFO] [TRAIN] epoch=53, iter=34760/40000, loss=0.3421, lr=0.001606, batch_cost=0.4895, reader_cost=0.0005 | ETA 00:42:44 2020-12-01 18:40:24 [INFO] [TRAIN] epoch=53, iter=34770/40000, loss=0.2647, lr=0.001603, batch_cost=0.4852, reader_cost=0.0005 | ETA 00:42:17 2020-12-01 18:40:29 [INFO] [TRAIN] epoch=53, iter=34780/40000, loss=0.1920, lr=0.001600, batch_cost=0.4869, reader_cost=0.0005 | ETA 00:42:21 2020-12-01 18:40:34 [INFO] [TRAIN] epoch=53, iter=34790/40000, loss=0.3017, lr=0.001597, batch_cost=0.4822, reader_cost=0.0003 | ETA 00:41:52 2020-12-01 18:40:39 [INFO] [TRAIN] epoch=53, iter=34800/40000, loss=0.3387, lr=0.001594, batch_cost=0.4900, reader_cost=0.0003 | ETA 00:42:28 2020-12-01 18:40:44 [INFO] [TRAIN] epoch=53, iter=34810/40000, loss=0.4514, lr=0.001592, batch_cost=0.4869, reader_cost=0.0003 | ETA 00:42:07 2020-12-01 18:40:49 [INFO] [TRAIN] epoch=53, iter=34820/40000, loss=0.2826, lr=0.001589, batch_cost=0.4790, reader_cost=0.0003 | ETA 00:41:21 2020-12-01 18:40:54 [INFO] [TRAIN] epoch=53, iter=34830/40000, loss=0.3121, lr=0.001586, batch_cost=0.4856, reader_cost=0.0001 | ETA 00:41:50 2020-12-01 18:40:58 [INFO] [TRAIN] epoch=53, iter=34840/40000, loss=0.2764, lr=0.001583, batch_cost=0.4790, reader_cost=0.0006 | ETA 00:41:11 2020-12-01 18:41:03 [INFO] [TRAIN] epoch=53, iter=34850/40000, loss=0.2084, lr=0.001581, batch_cost=0.4882, reader_cost=0.0006 | ETA 00:41:54 2020-12-01 18:41:08 [INFO] [TRAIN] epoch=53, iter=34860/40000, loss=0.3417, lr=0.001578, batch_cost=0.4863, reader_cost=0.0003 | ETA 00:41:39 2020-12-01 18:41:13 [INFO] [TRAIN] epoch=53, iter=34870/40000, loss=0.4046, lr=0.001575, batch_cost=0.4828, reader_cost=0.0001 | ETA 00:41:16 2020-12-01 18:41:18 [INFO] [TRAIN] epoch=53, iter=34880/40000, loss=0.2990, lr=0.001572, batch_cost=0.4913, reader_cost=0.0004 | ETA 00:41:55 2020-12-01 18:41:23 [INFO] [TRAIN] epoch=53, iter=34890/40000, loss=0.3000, lr=0.001570, batch_cost=0.4901, reader_cost=0.0001 | ETA 00:41:44 2020-12-01 18:41:28 [INFO] [TRAIN] epoch=53, iter=34900/40000, loss=0.4161, lr=0.001567, batch_cost=0.4951, reader_cost=0.0016 | ETA 00:42:04 2020-12-01 18:41:33 [INFO] [TRAIN] epoch=53, iter=34910/40000, loss=0.3164, lr=0.001564, batch_cost=0.4920, reader_cost=0.0009 | ETA 00:41:44 2020-12-01 18:41:38 [INFO] [TRAIN] epoch=53, iter=34920/40000, loss=0.2640, lr=0.001561, batch_cost=0.4872, reader_cost=0.0004 | ETA 00:41:14 2020-12-01 18:41:42 [INFO] [TRAIN] epoch=53, iter=34930/40000, loss=0.3040, lr=0.001559, batch_cost=0.4954, reader_cost=0.0009 | ETA 00:41:51 2020-12-01 18:41:47 [INFO] [TRAIN] epoch=53, iter=34940/40000, loss=0.2744, lr=0.001556, batch_cost=0.4844, reader_cost=0.0008 | ETA 00:40:51 2020-12-01 18:41:52 [INFO] [TRAIN] epoch=53, iter=34950/40000, loss=0.3877, lr=0.001553, batch_cost=0.4967, reader_cost=0.0009 | ETA 00:41:48 2020-12-01 18:41:57 [INFO] [TRAIN] epoch=53, iter=34960/40000, loss=0.3712, lr=0.001550, batch_cost=0.4885, reader_cost=0.0008 | ETA 00:41:01 2020-12-01 18:42:02 [INFO] [TRAIN] epoch=53, iter=34970/40000, loss=0.3776, lr=0.001548, batch_cost=0.4889, reader_cost=0.0007 | ETA 00:40:59 2020-12-01 18:42:07 [INFO] [TRAIN] epoch=53, iter=34980/40000, loss=0.3095, lr=0.001545, batch_cost=0.4896, reader_cost=0.0009 | ETA 00:40:57 2020-12-01 18:42:12 [INFO] [TRAIN] epoch=53, iter=34990/40000, loss=0.2078, lr=0.001542, batch_cost=0.4896, reader_cost=0.0013 | ETA 00:40:53 2020-12-01 18:42:17 [INFO] [TRAIN] epoch=53, iter=35000/40000, loss=0.2906, lr=0.001539, batch_cost=0.4899, reader_cost=0.0008 | ETA 00:40:49 2020-12-01 18:42:22 [INFO] [TRAIN] epoch=53, iter=35010/40000, loss=0.2530, lr=0.001536, batch_cost=0.4976, reader_cost=0.0011 | ETA 00:41:23 2020-12-01 18:42:27 [INFO] [TRAIN] epoch=53, iter=35020/40000, loss=0.3646, lr=0.001534, batch_cost=0.4884, reader_cost=0.0006 | ETA 00:40:32 2020-12-01 18:42:31 [INFO] [TRAIN] epoch=53, iter=35030/40000, loss=0.3282, lr=0.001531, batch_cost=0.4839, reader_cost=0.0006 | ETA 00:40:04 2020-12-01 18:42:37 [INFO] [TRAIN] epoch=54, iter=35040/40000, loss=0.3197, lr=0.001528, batch_cost=0.5681, reader_cost=0.0554 | ETA 00:46:57 2020-12-01 18:42:42 [INFO] [TRAIN] epoch=54, iter=35050/40000, loss=0.2972, lr=0.001525, batch_cost=0.4902, reader_cost=0.0005 | ETA 00:40:26 2020-12-01 18:42:47 [INFO] [TRAIN] epoch=54, iter=35060/40000, loss=0.2124, lr=0.001523, batch_cost=0.4899, reader_cost=0.0006 | ETA 00:40:20 2020-12-01 18:42:52 [INFO] [TRAIN] epoch=54, iter=35070/40000, loss=0.2969, lr=0.001520, batch_cost=0.4841, reader_cost=0.0004 | ETA 00:39:46 2020-12-01 18:42:57 [INFO] [TRAIN] epoch=54, iter=35080/40000, loss=0.3049, lr=0.001517, batch_cost=0.4801, reader_cost=0.0001 | ETA 00:39:22 2020-12-01 18:43:02 [INFO] [TRAIN] epoch=54, iter=35090/40000, loss=0.3504, lr=0.001514, batch_cost=0.4911, reader_cost=0.0003 | ETA 00:40:11 2020-12-01 18:43:06 [INFO] [TRAIN] epoch=54, iter=35100/40000, loss=0.2626, lr=0.001511, batch_cost=0.4887, reader_cost=0.0002 | ETA 00:39:54 2020-12-01 18:43:11 [INFO] [TRAIN] epoch=54, iter=35110/40000, loss=0.3432, lr=0.001509, batch_cost=0.4867, reader_cost=0.0005 | ETA 00:39:39 2020-12-01 18:43:16 [INFO] [TRAIN] epoch=54, iter=35120/40000, loss=0.3033, lr=0.001506, batch_cost=0.4869, reader_cost=0.0005 | ETA 00:39:35 2020-12-01 18:43:21 [INFO] [TRAIN] epoch=54, iter=35130/40000, loss=0.3297, lr=0.001503, batch_cost=0.4943, reader_cost=0.0015 | ETA 00:40:07 2020-12-01 18:43:26 [INFO] [TRAIN] epoch=54, iter=35140/40000, loss=0.2557, lr=0.001500, batch_cost=0.4925, reader_cost=0.0011 | ETA 00:39:53 2020-12-01 18:43:31 [INFO] [TRAIN] epoch=54, iter=35150/40000, loss=0.2280, lr=0.001498, batch_cost=0.4853, reader_cost=0.0010 | ETA 00:39:13 2020-12-01 18:43:36 [INFO] [TRAIN] epoch=54, iter=35160/40000, loss=0.2153, lr=0.001495, batch_cost=0.4998, reader_cost=0.0003 | ETA 00:40:18 2020-12-01 18:43:41 [INFO] [TRAIN] epoch=54, iter=35170/40000, loss=0.2544, lr=0.001492, batch_cost=0.4973, reader_cost=0.0008 | ETA 00:40:01 2020-12-01 18:43:46 [INFO] [TRAIN] epoch=54, iter=35180/40000, loss=0.2769, lr=0.001489, batch_cost=0.4934, reader_cost=0.0002 | ETA 00:39:38 2020-12-01 18:43:51 [INFO] [TRAIN] epoch=54, iter=35190/40000, loss=0.3066, lr=0.001486, batch_cost=0.4886, reader_cost=0.0003 | ETA 00:39:10 2020-12-01 18:43:55 [INFO] [TRAIN] epoch=54, iter=35200/40000, loss=0.2821, lr=0.001484, batch_cost=0.4829, reader_cost=0.0005 | ETA 00:38:37 2020-12-01 18:44:00 [INFO] [TRAIN] epoch=54, iter=35210/40000, loss=0.3336, lr=0.001481, batch_cost=0.4956, reader_cost=0.0002 | ETA 00:39:33 2020-12-01 18:44:05 [INFO] [TRAIN] epoch=54, iter=35220/40000, loss=0.3389, lr=0.001478, batch_cost=0.4907, reader_cost=0.0003 | ETA 00:39:05 2020-12-01 18:44:10 [INFO] [TRAIN] epoch=54, iter=35230/40000, loss=0.2462, lr=0.001475, batch_cost=0.4876, reader_cost=0.0002 | ETA 00:38:45 2020-12-01 18:44:15 [INFO] [TRAIN] epoch=54, iter=35240/40000, loss=0.2776, lr=0.001473, batch_cost=0.4933, reader_cost=0.0002 | ETA 00:39:07 2020-12-01 18:44:20 [INFO] [TRAIN] epoch=54, iter=35250/40000, loss=0.3177, lr=0.001470, batch_cost=0.4932, reader_cost=0.0005 | ETA 00:39:02 2020-12-01 18:44:25 [INFO] [TRAIN] epoch=54, iter=35260/40000, loss=0.3196, lr=0.001467, batch_cost=0.5011, reader_cost=0.0006 | ETA 00:39:35 2020-12-01 18:44:30 [INFO] [TRAIN] epoch=54, iter=35270/40000, loss=0.3612, lr=0.001464, batch_cost=0.4902, reader_cost=0.0002 | ETA 00:38:38 2020-12-01 18:44:35 [INFO] [TRAIN] epoch=54, iter=35280/40000, loss=0.3135, lr=0.001461, batch_cost=0.4841, reader_cost=0.0003 | ETA 00:38:05 2020-12-01 18:44:40 [INFO] [TRAIN] epoch=54, iter=35290/40000, loss=0.2597, lr=0.001459, batch_cost=0.4891, reader_cost=0.0003 | ETA 00:38:23 2020-12-01 18:44:45 [INFO] [TRAIN] epoch=54, iter=35300/40000, loss=0.2580, lr=0.001456, batch_cost=0.4975, reader_cost=0.0001 | ETA 00:38:58 2020-12-01 18:44:50 [INFO] [TRAIN] epoch=54, iter=35310/40000, loss=0.3386, lr=0.001453, batch_cost=0.4889, reader_cost=0.0002 | ETA 00:38:12 2020-12-01 18:44:54 [INFO] [TRAIN] epoch=54, iter=35320/40000, loss=0.2919, lr=0.001450, batch_cost=0.4898, reader_cost=0.0001 | ETA 00:38:12 2020-12-01 18:44:59 [INFO] [TRAIN] epoch=54, iter=35330/40000, loss=0.2443, lr=0.001447, batch_cost=0.4892, reader_cost=0.0012 | ETA 00:38:04 2020-12-01 18:45:04 [INFO] [TRAIN] epoch=54, iter=35340/40000, loss=0.3404, lr=0.001445, batch_cost=0.4863, reader_cost=0.0006 | ETA 00:37:46 2020-12-01 18:45:09 [INFO] [TRAIN] epoch=54, iter=35350/40000, loss=0.3121, lr=0.001442, batch_cost=0.4829, reader_cost=0.0003 | ETA 00:37:25 2020-12-01 18:45:14 [INFO] [TRAIN] epoch=54, iter=35360/40000, loss=0.3143, lr=0.001439, batch_cost=0.4822, reader_cost=0.0003 | ETA 00:37:17 2020-12-01 18:45:19 [INFO] [TRAIN] epoch=54, iter=35370/40000, loss=0.2634, lr=0.001436, batch_cost=0.4893, reader_cost=0.0002 | ETA 00:37:45 2020-12-01 18:45:24 [INFO] [TRAIN] epoch=54, iter=35380/40000, loss=0.3292, lr=0.001434, batch_cost=0.4893, reader_cost=0.0003 | ETA 00:37:40 2020-12-01 18:45:29 [INFO] [TRAIN] epoch=54, iter=35390/40000, loss=0.3764, lr=0.001431, batch_cost=0.4971, reader_cost=0.0005 | ETA 00:38:11 2020-12-01 18:45:34 [INFO] [TRAIN] epoch=54, iter=35400/40000, loss=0.2977, lr=0.001428, batch_cost=0.4927, reader_cost=0.0003 | ETA 00:37:46 2020-12-01 18:45:39 [INFO] [TRAIN] epoch=54, iter=35410/40000, loss=0.2344, lr=0.001425, batch_cost=0.4926, reader_cost=0.0005 | ETA 00:37:41 2020-12-01 18:45:43 [INFO] [TRAIN] epoch=54, iter=35420/40000, loss=0.3743, lr=0.001422, batch_cost=0.4953, reader_cost=0.0003 | ETA 00:37:48 2020-12-01 18:45:48 [INFO] [TRAIN] epoch=54, iter=35430/40000, loss=0.2529, lr=0.001420, batch_cost=0.4840, reader_cost=0.0002 | ETA 00:36:51 2020-12-01 18:45:53 [INFO] [TRAIN] epoch=54, iter=35440/40000, loss=0.3273, lr=0.001417, batch_cost=0.4834, reader_cost=0.0003 | ETA 00:36:44 2020-12-01 18:45:58 [INFO] [TRAIN] epoch=54, iter=35450/40000, loss=0.3547, lr=0.001414, batch_cost=0.4866, reader_cost=0.0002 | ETA 00:36:54 2020-12-01 18:46:03 [INFO] [TRAIN] epoch=54, iter=35460/40000, loss=0.3376, lr=0.001411, batch_cost=0.4895, reader_cost=0.0001 | ETA 00:37:02 2020-12-01 18:46:08 [INFO] [TRAIN] epoch=54, iter=35470/40000, loss=0.3718, lr=0.001408, batch_cost=0.4987, reader_cost=0.0001 | ETA 00:37:39 2020-12-01 18:46:13 [INFO] [TRAIN] epoch=54, iter=35480/40000, loss=0.3137, lr=0.001406, batch_cost=0.4860, reader_cost=0.0001 | ETA 00:36:36 2020-12-01 18:46:18 [INFO] [TRAIN] epoch=54, iter=35490/40000, loss=0.3609, lr=0.001403, batch_cost=0.4921, reader_cost=0.0003 | ETA 00:36:59 2020-12-01 18:46:23 [INFO] [TRAIN] epoch=54, iter=35500/40000, loss=0.2361, lr=0.001400, batch_cost=0.4888, reader_cost=0.0005 | ETA 00:36:39 2020-12-01 18:46:27 [INFO] [TRAIN] epoch=54, iter=35510/40000, loss=0.3234, lr=0.001397, batch_cost=0.4828, reader_cost=0.0003 | ETA 00:36:07 2020-12-01 18:46:32 [INFO] [TRAIN] epoch=54, iter=35520/40000, loss=0.2807, lr=0.001394, batch_cost=0.4929, reader_cost=0.0006 | ETA 00:36:48 2020-12-01 18:46:37 [INFO] [TRAIN] epoch=54, iter=35530/40000, loss=0.3953, lr=0.001392, batch_cost=0.4826, reader_cost=0.0002 | ETA 00:35:57 2020-12-01 18:46:42 [INFO] [TRAIN] epoch=54, iter=35540/40000, loss=0.2860, lr=0.001389, batch_cost=0.4857, reader_cost=0.0001 | ETA 00:36:06 2020-12-01 18:46:47 [INFO] [TRAIN] epoch=54, iter=35550/40000, loss=0.2940, lr=0.001386, batch_cost=0.4873, reader_cost=0.0002 | ETA 00:36:08 2020-12-01 18:46:52 [INFO] [TRAIN] epoch=54, iter=35560/40000, loss=0.2250, lr=0.001383, batch_cost=0.4894, reader_cost=0.0003 | ETA 00:36:12 2020-12-01 18:46:57 [INFO] [TRAIN] epoch=54, iter=35570/40000, loss=0.2276, lr=0.001380, batch_cost=0.4881, reader_cost=0.0003 | ETA 00:36:02 2020-12-01 18:47:02 [INFO] [TRAIN] epoch=54, iter=35580/40000, loss=0.3244, lr=0.001378, batch_cost=0.4992, reader_cost=0.0004 | ETA 00:36:46 2020-12-01 18:47:07 [INFO] [TRAIN] epoch=54, iter=35590/40000, loss=0.2822, lr=0.001375, batch_cost=0.5015, reader_cost=0.0005 | ETA 00:36:51 2020-12-01 18:47:12 [INFO] [TRAIN] epoch=54, iter=35600/40000, loss=0.2848, lr=0.001372, batch_cost=0.4919, reader_cost=0.0002 | ETA 00:36:04 2020-12-01 18:47:17 [INFO] [TRAIN] epoch=54, iter=35610/40000, loss=0.2453, lr=0.001369, batch_cost=0.4938, reader_cost=0.0003 | ETA 00:36:07 2020-12-01 18:47:21 [INFO] [TRAIN] epoch=54, iter=35620/40000, loss=0.3205, lr=0.001366, batch_cost=0.4889, reader_cost=0.0003 | ETA 00:35:41 2020-12-01 18:47:26 [INFO] [TRAIN] epoch=54, iter=35630/40000, loss=0.3335, lr=0.001364, batch_cost=0.4979, reader_cost=0.0003 | ETA 00:36:15 2020-12-01 18:47:31 [INFO] [TRAIN] epoch=54, iter=35640/40000, loss=0.2278, lr=0.001361, batch_cost=0.4873, reader_cost=0.0001 | ETA 00:35:24 2020-12-01 18:47:36 [INFO] [TRAIN] epoch=54, iter=35650/40000, loss=0.2844, lr=0.001358, batch_cost=0.4922, reader_cost=0.0001 | ETA 00:35:41 2020-12-01 18:47:41 [INFO] [TRAIN] epoch=54, iter=35660/40000, loss=0.2671, lr=0.001355, batch_cost=0.4886, reader_cost=0.0006 | ETA 00:35:20 2020-12-01 18:47:46 [INFO] [TRAIN] epoch=54, iter=35670/40000, loss=0.3139, lr=0.001352, batch_cost=0.4821, reader_cost=0.0005 | ETA 00:34:47 2020-12-01 18:47:51 [INFO] [TRAIN] epoch=54, iter=35680/40000, loss=0.2354, lr=0.001349, batch_cost=0.4956, reader_cost=0.0005 | ETA 00:35:40 2020-12-01 18:47:56 [INFO] [TRAIN] epoch=54, iter=35690/40000, loss=0.2291, lr=0.001347, batch_cost=0.4825, reader_cost=0.0058 | ETA 00:34:39 2020-12-01 18:48:01 [INFO] [TRAIN] epoch=55, iter=35700/40000, loss=0.2152, lr=0.001344, batch_cost=0.5621, reader_cost=0.0639 | ETA 00:40:17 2020-12-01 18:48:06 [INFO] [TRAIN] epoch=55, iter=35710/40000, loss=0.2534, lr=0.001341, batch_cost=0.4887, reader_cost=0.0014 | ETA 00:34:56 2020-12-01 18:48:11 [INFO] [TRAIN] epoch=55, iter=35720/40000, loss=0.2242, lr=0.001338, batch_cost=0.4856, reader_cost=0.0003 | ETA 00:34:38 2020-12-01 18:48:16 [INFO] [TRAIN] epoch=55, iter=35730/40000, loss=0.3272, lr=0.001335, batch_cost=0.4825, reader_cost=0.0001 | ETA 00:34:20 2020-12-01 18:48:21 [INFO] [TRAIN] epoch=55, iter=35740/40000, loss=0.3397, lr=0.001333, batch_cost=0.4888, reader_cost=0.0009 | ETA 00:34:42 2020-12-01 18:48:26 [INFO] [TRAIN] epoch=55, iter=35750/40000, loss=0.2662, lr=0.001330, batch_cost=0.4897, reader_cost=0.0005 | ETA 00:34:41 2020-12-01 18:48:31 [INFO] [TRAIN] epoch=55, iter=35760/40000, loss=0.2420, lr=0.001327, batch_cost=0.4979, reader_cost=0.0005 | ETA 00:35:10 2020-12-01 18:48:35 [INFO] [TRAIN] epoch=55, iter=35770/40000, loss=0.2944, lr=0.001324, batch_cost=0.4845, reader_cost=0.0003 | ETA 00:34:09 2020-12-01 18:48:40 [INFO] [TRAIN] epoch=55, iter=35780/40000, loss=0.2760, lr=0.001321, batch_cost=0.4914, reader_cost=0.0003 | ETA 00:34:33 2020-12-01 18:48:45 [INFO] [TRAIN] epoch=55, iter=35790/40000, loss=0.2381, lr=0.001319, batch_cost=0.4862, reader_cost=0.0001 | ETA 00:34:06 2020-12-01 18:48:50 [INFO] [TRAIN] epoch=55, iter=35800/40000, loss=0.2558, lr=0.001316, batch_cost=0.4889, reader_cost=0.0006 | ETA 00:34:13 2020-12-01 18:48:55 [INFO] [TRAIN] epoch=55, iter=35810/40000, loss=0.2695, lr=0.001313, batch_cost=0.4905, reader_cost=0.0001 | ETA 00:34:15 2020-12-01 18:49:00 [INFO] [TRAIN] epoch=55, iter=35820/40000, loss=0.2332, lr=0.001310, batch_cost=0.4984, reader_cost=0.0002 | ETA 00:34:43 2020-12-01 18:49:05 [INFO] [TRAIN] epoch=55, iter=35830/40000, loss=0.3247, lr=0.001307, batch_cost=0.4965, reader_cost=0.0003 | ETA 00:34:30 2020-12-01 18:49:10 [INFO] [TRAIN] epoch=55, iter=35840/40000, loss=0.3080, lr=0.001304, batch_cost=0.4852, reader_cost=0.0003 | ETA 00:33:38 2020-12-01 18:49:15 [INFO] [TRAIN] epoch=55, iter=35850/40000, loss=0.4026, lr=0.001302, batch_cost=0.4873, reader_cost=0.0002 | ETA 00:33:42 2020-12-01 18:49:20 [INFO] [TRAIN] epoch=55, iter=35860/40000, loss=0.2469, lr=0.001299, batch_cost=0.4930, reader_cost=0.0001 | ETA 00:34:00 2020-12-01 18:49:25 [INFO] [TRAIN] epoch=55, iter=35870/40000, loss=0.2409, lr=0.001296, batch_cost=0.4940, reader_cost=0.0003 | ETA 00:34:00 2020-12-01 18:49:29 [INFO] [TRAIN] epoch=55, iter=35880/40000, loss=0.3178, lr=0.001293, batch_cost=0.4897, reader_cost=0.0001 | ETA 00:33:37 2020-12-01 18:49:34 [INFO] [TRAIN] epoch=55, iter=35890/40000, loss=0.2655, lr=0.001290, batch_cost=0.4918, reader_cost=0.0004 | ETA 00:33:41 2020-12-01 18:49:39 [INFO] [TRAIN] epoch=55, iter=35900/40000, loss=0.3495, lr=0.001287, batch_cost=0.4901, reader_cost=0.0002 | ETA 00:33:29 2020-12-01 18:49:44 [INFO] [TRAIN] epoch=55, iter=35910/40000, loss=0.2707, lr=0.001285, batch_cost=0.4943, reader_cost=0.0003 | ETA 00:33:41 2020-12-01 18:49:49 [INFO] [TRAIN] epoch=55, iter=35920/40000, loss=0.3457, lr=0.001282, batch_cost=0.4899, reader_cost=0.0003 | ETA 00:33:18 2020-12-01 18:49:54 [INFO] [TRAIN] epoch=55, iter=35930/40000, loss=0.2972, lr=0.001279, batch_cost=0.4935, reader_cost=0.0001 | ETA 00:33:28 2020-12-01 18:49:59 [INFO] [TRAIN] epoch=55, iter=35940/40000, loss=0.3198, lr=0.001276, batch_cost=0.4912, reader_cost=0.0006 | ETA 00:33:14 2020-12-01 18:50:04 [INFO] [TRAIN] epoch=55, iter=35950/40000, loss=0.2698, lr=0.001273, batch_cost=0.4931, reader_cost=0.0018 | ETA 00:33:16 2020-12-01 18:50:09 [INFO] [TRAIN] epoch=55, iter=35960/40000, loss=0.3236, lr=0.001271, batch_cost=0.4946, reader_cost=0.0013 | ETA 00:33:18 2020-12-01 18:50:14 [INFO] [TRAIN] epoch=55, iter=35970/40000, loss=0.3124, lr=0.001268, batch_cost=0.4905, reader_cost=0.0012 | ETA 00:32:56 2020-12-01 18:50:19 [INFO] [TRAIN] epoch=55, iter=35980/40000, loss=0.2566, lr=0.001265, batch_cost=0.4943, reader_cost=0.0009 | ETA 00:33:07 2020-12-01 18:50:24 [INFO] [TRAIN] epoch=55, iter=35990/40000, loss=0.3533, lr=0.001262, batch_cost=0.4900, reader_cost=0.0005 | ETA 00:32:45 2020-12-01 18:50:29 [INFO] [TRAIN] epoch=55, iter=36000/40000, loss=0.3094, lr=0.001259, batch_cost=0.4962, reader_cost=0.0010 | ETA 00:33:04 2020-12-01 18:50:33 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 18:52:33 [INFO] [EVAL] #Images=1449 mIoU=0.7854 Acc=0.9516 Kappa=0.8913 2020-12-01 18:52:33 [INFO] [EVAL] Class IoU: [0.9438 0.9191 0.4277 0.8934 0.7151 0.8155 0.953 0.8933 0.917 0.4634 0.8834 0.5884 0.8631 0.8969 0.856 0.8685 0.6128 0.8811 0.4615 0.8803 0.7602] 2020-12-01 18:52:33 [INFO] [EVAL] Class Acc: [0.9609 0.9625 0.4511 0.9424 0.827 0.9176 0.984 0.9481 0.9453 0.7589 0.9671 0.9529 0.9382 0.9497 0.941 0.9475 0.821 0.9326 0.8256 0.9674 0.9636] 2020-12-01 18:52:35 [INFO] [EVAL] The model with the best validation mIoU (0.7854) was saved at iter 36000. 2020-12-01 18:52:40 [INFO] [TRAIN] epoch=55, iter=36010/40000, loss=0.2794, lr=0.001256, batch_cost=0.4892, reader_cost=0.0008 | ETA 00:32:31 2020-12-01 18:52:45 [INFO] [TRAIN] epoch=55, iter=36020/40000, loss=0.2643, lr=0.001254, batch_cost=0.4925, reader_cost=0.0003 | ETA 00:32:40 2020-12-01 18:52:50 [INFO] [TRAIN] epoch=55, iter=36030/40000, loss=0.2032, lr=0.001251, batch_cost=0.4904, reader_cost=0.0001 | ETA 00:32:26 2020-12-01 18:52:55 [INFO] [TRAIN] epoch=55, iter=36040/40000, loss=0.2335, lr=0.001248, batch_cost=0.4935, reader_cost=0.0009 | ETA 00:32:34 2020-12-01 18:53:00 [INFO] [TRAIN] epoch=55, iter=36050/40000, loss=0.2087, lr=0.001245, batch_cost=0.4816, reader_cost=0.0007 | ETA 00:31:42 2020-12-01 18:53:05 [INFO] [TRAIN] epoch=55, iter=36060/40000, loss=0.2782, lr=0.001242, batch_cost=0.4835, reader_cost=0.0003 | ETA 00:31:44 2020-12-01 18:53:09 [INFO] [TRAIN] epoch=55, iter=36070/40000, loss=0.2714, lr=0.001239, batch_cost=0.4854, reader_cost=0.0003 | ETA 00:31:47 2020-12-01 18:53:14 [INFO] [TRAIN] epoch=55, iter=36080/40000, loss=0.4798, lr=0.001237, batch_cost=0.4929, reader_cost=0.0003 | ETA 00:32:12 2020-12-01 18:53:19 [INFO] [TRAIN] epoch=55, iter=36090/40000, loss=0.1802, lr=0.001234, batch_cost=0.4797, reader_cost=0.0001 | ETA 00:31:15 2020-12-01 18:53:24 [INFO] [TRAIN] epoch=55, iter=36100/40000, loss=0.3230, lr=0.001231, batch_cost=0.4754, reader_cost=0.0001 | ETA 00:30:53 2020-12-01 18:53:29 [INFO] [TRAIN] epoch=55, iter=36110/40000, loss=0.2772, lr=0.001228, batch_cost=0.4858, reader_cost=0.0001 | ETA 00:31:29 2020-12-01 18:53:34 [INFO] [TRAIN] epoch=55, iter=36120/40000, loss=0.3013, lr=0.001225, batch_cost=0.4882, reader_cost=0.0005 | ETA 00:31:34 2020-12-01 18:53:39 [INFO] [TRAIN] epoch=55, iter=36130/40000, loss=0.2884, lr=0.001222, batch_cost=0.4940, reader_cost=0.0006 | ETA 00:31:51 2020-12-01 18:53:44 [INFO] [TRAIN] epoch=55, iter=36140/40000, loss=0.3591, lr=0.001219, batch_cost=0.4912, reader_cost=0.0003 | ETA 00:31:36 2020-12-01 18:53:48 [INFO] [TRAIN] epoch=55, iter=36150/40000, loss=0.2715, lr=0.001217, batch_cost=0.4923, reader_cost=0.0005 | ETA 00:31:35 2020-12-01 18:53:53 [INFO] [TRAIN] epoch=55, iter=36160/40000, loss=0.2727, lr=0.001214, batch_cost=0.4906, reader_cost=0.0002 | ETA 00:31:24 2020-12-01 18:53:58 [INFO] [TRAIN] epoch=55, iter=36170/40000, loss=0.3019, lr=0.001211, batch_cost=0.4854, reader_cost=0.0003 | ETA 00:30:59 2020-12-01 18:54:03 [INFO] [TRAIN] epoch=55, iter=36180/40000, loss=0.3055, lr=0.001208, batch_cost=0.4830, reader_cost=0.0001 | ETA 00:30:44 2020-12-01 18:54:08 [INFO] [TRAIN] epoch=55, iter=36190/40000, loss=0.3195, lr=0.001205, batch_cost=0.4891, reader_cost=0.0001 | ETA 00:31:03 2020-12-01 18:54:13 [INFO] [TRAIN] epoch=55, iter=36200/40000, loss=0.2658, lr=0.001202, batch_cost=0.4866, reader_cost=0.0008 | ETA 00:30:49 2020-12-01 18:54:18 [INFO] [TRAIN] epoch=55, iter=36210/40000, loss=0.3253, lr=0.001200, batch_cost=0.4918, reader_cost=0.0007 | ETA 00:31:03 2020-12-01 18:54:23 [INFO] [TRAIN] epoch=55, iter=36220/40000, loss=0.2627, lr=0.001197, batch_cost=0.4876, reader_cost=0.0003 | ETA 00:30:43 2020-12-01 18:54:28 [INFO] [TRAIN] epoch=55, iter=36230/40000, loss=0.2766, lr=0.001194, batch_cost=0.5046, reader_cost=0.0003 | ETA 00:31:42 2020-12-01 18:54:33 [INFO] [TRAIN] epoch=55, iter=36240/40000, loss=0.3575, lr=0.001191, batch_cost=0.4854, reader_cost=0.0003 | ETA 00:30:25 2020-12-01 18:54:37 [INFO] [TRAIN] epoch=55, iter=36250/40000, loss=0.2663, lr=0.001188, batch_cost=0.4876, reader_cost=0.0001 | ETA 00:30:28 2020-12-01 18:54:42 [INFO] [TRAIN] epoch=55, iter=36260/40000, loss=0.2484, lr=0.001185, batch_cost=0.4906, reader_cost=0.0001 | ETA 00:30:34 2020-12-01 18:54:47 [INFO] [TRAIN] epoch=55, iter=36270/40000, loss=0.4139, lr=0.001182, batch_cost=0.4917, reader_cost=0.0003 | ETA 00:30:33 2020-12-01 18:54:52 [INFO] [TRAIN] epoch=55, iter=36280/40000, loss=0.3305, lr=0.001180, batch_cost=0.4825, reader_cost=0.0007 | ETA 00:29:54 2020-12-01 18:54:57 [INFO] [TRAIN] epoch=55, iter=36290/40000, loss=0.2814, lr=0.001177, batch_cost=0.4917, reader_cost=0.0006 | ETA 00:30:24 2020-12-01 18:55:02 [INFO] [TRAIN] epoch=55, iter=36300/40000, loss=0.2560, lr=0.001174, batch_cost=0.4858, reader_cost=0.0003 | ETA 00:29:57 2020-12-01 18:55:07 [INFO] [TRAIN] epoch=55, iter=36310/40000, loss=0.3209, lr=0.001171, batch_cost=0.4935, reader_cost=0.0009 | ETA 00:30:21 2020-12-01 18:55:12 [INFO] [TRAIN] epoch=55, iter=36320/40000, loss=0.2466, lr=0.001168, batch_cost=0.4982, reader_cost=0.0019 | ETA 00:30:33 2020-12-01 18:55:17 [INFO] [TRAIN] epoch=55, iter=36330/40000, loss=0.2548, lr=0.001165, batch_cost=0.4987, reader_cost=0.0031 | ETA 00:30:30 2020-12-01 18:55:22 [INFO] [TRAIN] epoch=55, iter=36340/40000, loss=0.2527, lr=0.001162, batch_cost=0.4964, reader_cost=0.0014 | ETA 00:30:16 2020-12-01 18:55:27 [INFO] [TRAIN] epoch=55, iter=36350/40000, loss=0.3521, lr=0.001160, batch_cost=0.4842, reader_cost=0.0004 | ETA 00:29:27 2020-12-01 18:55:32 [INFO] [TRAIN] epoch=56, iter=36360/40000, loss=0.2879, lr=0.001157, batch_cost=0.5618, reader_cost=0.0591 | ETA 00:34:05 2020-12-01 18:55:37 [INFO] [TRAIN] epoch=56, iter=36370/40000, loss=0.3198, lr=0.001154, batch_cost=0.4880, reader_cost=0.0006 | ETA 00:29:31 2020-12-01 18:55:42 [INFO] [TRAIN] epoch=56, iter=36380/40000, loss=0.3112, lr=0.001151, batch_cost=0.4973, reader_cost=0.0008 | ETA 00:30:00 2020-12-01 18:55:47 [INFO] [TRAIN] epoch=56, iter=36390/40000, loss=0.2359, lr=0.001148, batch_cost=0.4852, reader_cost=0.0003 | ETA 00:29:11 2020-12-01 18:55:52 [INFO] [TRAIN] epoch=56, iter=36400/40000, loss=0.3005, lr=0.001145, batch_cost=0.4815, reader_cost=0.0005 | ETA 00:28:53 2020-12-01 18:55:57 [INFO] [TRAIN] epoch=56, iter=36410/40000, loss=0.3124, lr=0.001142, batch_cost=0.4913, reader_cost=0.0008 | ETA 00:29:23 2020-12-01 18:56:01 [INFO] [TRAIN] epoch=56, iter=36420/40000, loss=0.2652, lr=0.001140, batch_cost=0.4821, reader_cost=0.0004 | ETA 00:28:46 2020-12-01 18:56:07 [INFO] [TRAIN] epoch=56, iter=36430/40000, loss=0.2866, lr=0.001137, batch_cost=0.5121, reader_cost=0.0034 | ETA 00:30:28 2020-12-01 18:56:11 [INFO] [TRAIN] epoch=56, iter=36440/40000, loss=0.4402, lr=0.001134, batch_cost=0.4865, reader_cost=0.0006 | ETA 00:28:51 2020-12-01 18:56:16 [INFO] [TRAIN] epoch=56, iter=36450/40000, loss=0.2604, lr=0.001131, batch_cost=0.4937, reader_cost=0.0012 | ETA 00:29:12 2020-12-01 18:56:21 [INFO] [TRAIN] epoch=56, iter=36460/40000, loss=0.2390, lr=0.001128, batch_cost=0.4844, reader_cost=0.0022 | ETA 00:28:34 2020-12-01 18:56:26 [INFO] [TRAIN] epoch=56, iter=36470/40000, loss=0.2525, lr=0.001125, batch_cost=0.4837, reader_cost=0.0008 | ETA 00:28:27 2020-12-01 18:56:31 [INFO] [TRAIN] epoch=56, iter=36480/40000, loss=0.2578, lr=0.001122, batch_cost=0.4903, reader_cost=0.0012 | ETA 00:28:45 2020-12-01 18:56:36 [INFO] [TRAIN] epoch=56, iter=36490/40000, loss=0.2909, lr=0.001120, batch_cost=0.4865, reader_cost=0.0006 | ETA 00:28:27 2020-12-01 18:56:41 [INFO] [TRAIN] epoch=56, iter=36500/40000, loss=0.2346, lr=0.001117, batch_cost=0.4915, reader_cost=0.0004 | ETA 00:28:40 2020-12-01 18:56:46 [INFO] [TRAIN] epoch=56, iter=36510/40000, loss=0.2665, lr=0.001114, batch_cost=0.4942, reader_cost=0.0014 | ETA 00:28:44 2020-12-01 18:56:51 [INFO] [TRAIN] epoch=56, iter=36520/40000, loss=0.2476, lr=0.001111, batch_cost=0.4866, reader_cost=0.0018 | ETA 00:28:13 2020-12-01 18:56:55 [INFO] [TRAIN] epoch=56, iter=36530/40000, loss=0.3119, lr=0.001108, batch_cost=0.4834, reader_cost=0.0017 | ETA 00:27:57 2020-12-01 18:57:00 [INFO] [TRAIN] epoch=56, iter=36540/40000, loss=0.2777, lr=0.001105, batch_cost=0.4842, reader_cost=0.0013 | ETA 00:27:55 2020-12-01 18:57:05 [INFO] [TRAIN] epoch=56, iter=36550/40000, loss=0.2238, lr=0.001102, batch_cost=0.4878, reader_cost=0.0008 | ETA 00:28:03 2020-12-01 18:57:10 [INFO] [TRAIN] epoch=56, iter=36560/40000, loss=0.2508, lr=0.001099, batch_cost=0.4835, reader_cost=0.0007 | ETA 00:27:43 2020-12-01 18:57:15 [INFO] [TRAIN] epoch=56, iter=36570/40000, loss=0.2820, lr=0.001097, batch_cost=0.4920, reader_cost=0.0015 | ETA 00:28:07 2020-12-01 18:57:20 [INFO] [TRAIN] epoch=56, iter=36580/40000, loss=0.3246, lr=0.001094, batch_cost=0.4867, reader_cost=0.0003 | ETA 00:27:44 2020-12-01 18:57:25 [INFO] [TRAIN] epoch=56, iter=36590/40000, loss=0.2820, lr=0.001091, batch_cost=0.4925, reader_cost=0.0001 | ETA 00:27:59 2020-12-01 18:57:30 [INFO] [TRAIN] epoch=56, iter=36600/40000, loss=0.2611, lr=0.001088, batch_cost=0.4945, reader_cost=0.0016 | ETA 00:28:01 2020-12-01 18:57:34 [INFO] [TRAIN] epoch=56, iter=36610/40000, loss=0.3142, lr=0.001085, batch_cost=0.4917, reader_cost=0.0003 | ETA 00:27:46 2020-12-01 18:57:39 [INFO] [TRAIN] epoch=56, iter=36620/40000, loss=0.2730, lr=0.001082, batch_cost=0.4851, reader_cost=0.0003 | ETA 00:27:19 2020-12-01 18:57:44 [INFO] [TRAIN] epoch=56, iter=36630/40000, loss=0.2376, lr=0.001079, batch_cost=0.4887, reader_cost=0.0003 | ETA 00:27:26 2020-12-01 18:57:49 [INFO] [TRAIN] epoch=56, iter=36640/40000, loss=0.2836, lr=0.001076, batch_cost=0.4915, reader_cost=0.0011 | ETA 00:27:31 2020-12-01 18:57:54 [INFO] [TRAIN] epoch=56, iter=36650/40000, loss=0.3193, lr=0.001074, batch_cost=0.4897, reader_cost=0.0016 | ETA 00:27:20 2020-12-01 18:57:59 [INFO] [TRAIN] epoch=56, iter=36660/40000, loss=0.2110, lr=0.001071, batch_cost=0.4811, reader_cost=0.0009 | ETA 00:26:46 2020-12-01 18:58:04 [INFO] [TRAIN] epoch=56, iter=36670/40000, loss=0.3076, lr=0.001068, batch_cost=0.4915, reader_cost=0.0023 | ETA 00:27:16 2020-12-01 18:58:09 [INFO] [TRAIN] epoch=56, iter=36680/40000, loss=0.2605, lr=0.001065, batch_cost=0.4819, reader_cost=0.0003 | ETA 00:26:39 2020-12-01 18:58:14 [INFO] [TRAIN] epoch=56, iter=36690/40000, loss=0.2735, lr=0.001062, batch_cost=0.4949, reader_cost=0.0008 | ETA 00:27:18 2020-12-01 18:58:18 [INFO] [TRAIN] epoch=56, iter=36700/40000, loss=0.3039, lr=0.001059, batch_cost=0.4959, reader_cost=0.0003 | ETA 00:27:16 2020-12-01 18:58:23 [INFO] [TRAIN] epoch=56, iter=36710/40000, loss=0.3045, lr=0.001056, batch_cost=0.4914, reader_cost=0.0003 | ETA 00:26:56 2020-12-01 18:58:28 [INFO] [TRAIN] epoch=56, iter=36720/40000, loss=0.3043, lr=0.001053, batch_cost=0.4953, reader_cost=0.0007 | ETA 00:27:04 2020-12-01 18:58:33 [INFO] [TRAIN] epoch=56, iter=36730/40000, loss=0.3830, lr=0.001050, batch_cost=0.4916, reader_cost=0.0006 | ETA 00:26:47 2020-12-01 18:58:38 [INFO] [TRAIN] epoch=56, iter=36740/40000, loss=0.3768, lr=0.001048, batch_cost=0.4877, reader_cost=0.0003 | ETA 00:26:29 2020-12-01 18:58:43 [INFO] [TRAIN] epoch=56, iter=36750/40000, loss=0.2379, lr=0.001045, batch_cost=0.4911, reader_cost=0.0004 | ETA 00:26:36 2020-12-01 18:58:48 [INFO] [TRAIN] epoch=56, iter=36760/40000, loss=0.2080, lr=0.001042, batch_cost=0.4955, reader_cost=0.0018 | ETA 00:26:45 2020-12-01 18:58:53 [INFO] [TRAIN] epoch=56, iter=36770/40000, loss=0.2397, lr=0.001039, batch_cost=0.5027, reader_cost=0.0010 | ETA 00:27:03 2020-12-01 18:58:58 [INFO] [TRAIN] epoch=56, iter=36780/40000, loss=0.3440, lr=0.001036, batch_cost=0.4926, reader_cost=0.0017 | ETA 00:26:26 2020-12-01 18:59:03 [INFO] [TRAIN] epoch=56, iter=36790/40000, loss=0.4072, lr=0.001033, batch_cost=0.4976, reader_cost=0.0015 | ETA 00:26:37 2020-12-01 18:59:08 [INFO] [TRAIN] epoch=56, iter=36800/40000, loss=0.2472, lr=0.001030, batch_cost=0.4946, reader_cost=0.0015 | ETA 00:26:22 2020-12-01 18:59:13 [INFO] [TRAIN] epoch=56, iter=36810/40000, loss=0.2805, lr=0.001027, batch_cost=0.4929, reader_cost=0.0008 | ETA 00:26:12 2020-12-01 18:59:18 [INFO] [TRAIN] epoch=56, iter=36820/40000, loss=0.3099, lr=0.001024, batch_cost=0.4948, reader_cost=0.0012 | ETA 00:26:13 2020-12-01 18:59:23 [INFO] [TRAIN] epoch=56, iter=36830/40000, loss=0.2969, lr=0.001021, batch_cost=0.4997, reader_cost=0.0010 | ETA 00:26:24 2020-12-01 18:59:28 [INFO] [TRAIN] epoch=56, iter=36840/40000, loss=0.3311, lr=0.001019, batch_cost=0.4880, reader_cost=0.0008 | ETA 00:25:42 2020-12-01 18:59:33 [INFO] [TRAIN] epoch=56, iter=36850/40000, loss=0.3528, lr=0.001016, batch_cost=0.4909, reader_cost=0.0002 | ETA 00:25:46 2020-12-01 18:59:38 [INFO] [TRAIN] epoch=56, iter=36860/40000, loss=0.3298, lr=0.001013, batch_cost=0.4954, reader_cost=0.0003 | ETA 00:25:55 2020-12-01 18:59:42 [INFO] [TRAIN] epoch=56, iter=36870/40000, loss=0.2339, lr=0.001010, batch_cost=0.4853, reader_cost=0.0009 | ETA 00:25:18 2020-12-01 18:59:47 [INFO] [TRAIN] epoch=56, iter=36880/40000, loss=0.3268, lr=0.001007, batch_cost=0.4825, reader_cost=0.0003 | ETA 00:25:05 2020-12-01 18:59:52 [INFO] [TRAIN] epoch=56, iter=36890/40000, loss=0.2808, lr=0.001004, batch_cost=0.4989, reader_cost=0.0003 | ETA 00:25:51 2020-12-01 18:59:57 [INFO] [TRAIN] epoch=56, iter=36900/40000, loss=0.3016, lr=0.001001, batch_cost=0.4909, reader_cost=0.0002 | ETA 00:25:21 2020-12-01 19:00:02 [INFO] [TRAIN] epoch=56, iter=36910/40000, loss=0.3111, lr=0.000998, batch_cost=0.5021, reader_cost=0.0003 | ETA 00:25:51 2020-12-01 19:00:07 [INFO] [TRAIN] epoch=56, iter=36920/40000, loss=0.2739, lr=0.000995, batch_cost=0.4966, reader_cost=0.0016 | ETA 00:25:29 2020-12-01 19:00:12 [INFO] [TRAIN] epoch=56, iter=36930/40000, loss=0.3018, lr=0.000992, batch_cost=0.4917, reader_cost=0.0003 | ETA 00:25:09 2020-12-01 19:00:17 [INFO] [TRAIN] epoch=56, iter=36940/40000, loss=0.3566, lr=0.000990, batch_cost=0.4913, reader_cost=0.0003 | ETA 00:25:03 2020-12-01 19:00:22 [INFO] [TRAIN] epoch=56, iter=36950/40000, loss=0.3694, lr=0.000987, batch_cost=0.4924, reader_cost=0.0001 | ETA 00:25:01 2020-12-01 19:00:27 [INFO] [TRAIN] epoch=56, iter=36960/40000, loss=0.2466, lr=0.000984, batch_cost=0.4938, reader_cost=0.0003 | ETA 00:25:01 2020-12-01 19:00:32 [INFO] [TRAIN] epoch=56, iter=36970/40000, loss=0.2774, lr=0.000981, batch_cost=0.4940, reader_cost=0.0010 | ETA 00:24:56 2020-12-01 19:00:37 [INFO] [TRAIN] epoch=56, iter=36980/40000, loss=0.2905, lr=0.000978, batch_cost=0.4912, reader_cost=0.0015 | ETA 00:24:43 2020-12-01 19:00:42 [INFO] [TRAIN] epoch=56, iter=36990/40000, loss=0.2728, lr=0.000975, batch_cost=0.4958, reader_cost=0.0013 | ETA 00:24:52 2020-12-01 19:00:47 [INFO] [TRAIN] epoch=56, iter=37000/40000, loss=0.2669, lr=0.000972, batch_cost=0.4980, reader_cost=0.0016 | ETA 00:24:53 2020-12-01 19:00:51 [INFO] [TRAIN] epoch=56, iter=37010/40000, loss=0.2854, lr=0.000969, batch_cost=0.4874, reader_cost=0.0006 | ETA 00:24:17 2020-12-01 19:00:57 [INFO] [TRAIN] epoch=57, iter=37020/40000, loss=0.3293, lr=0.000966, batch_cost=0.5566, reader_cost=0.0523 | ETA 00:27:38 2020-12-01 19:01:02 [INFO] [TRAIN] epoch=57, iter=37030/40000, loss=0.2838, lr=0.000963, batch_cost=0.4856, reader_cost=0.0006 | ETA 00:24:02 2020-12-01 19:01:07 [INFO] [TRAIN] epoch=57, iter=37040/40000, loss=0.2938, lr=0.000960, batch_cost=0.4879, reader_cost=0.0003 | ETA 00:24:04 2020-12-01 19:01:12 [INFO] [TRAIN] epoch=57, iter=37050/40000, loss=0.3064, lr=0.000957, batch_cost=0.4906, reader_cost=0.0003 | ETA 00:24:07 2020-12-01 19:01:17 [INFO] [TRAIN] epoch=57, iter=37060/40000, loss=0.3364, lr=0.000955, batch_cost=0.4917, reader_cost=0.0008 | ETA 00:24:05 2020-12-01 19:01:21 [INFO] [TRAIN] epoch=57, iter=37070/40000, loss=0.3831, lr=0.000952, batch_cost=0.4847, reader_cost=0.0008 | ETA 00:23:40 2020-12-01 19:01:26 [INFO] [TRAIN] epoch=57, iter=37080/40000, loss=0.3045, lr=0.000949, batch_cost=0.4825, reader_cost=0.0003 | ETA 00:23:28 2020-12-01 19:01:31 [INFO] [TRAIN] epoch=57, iter=37090/40000, loss=0.3602, lr=0.000946, batch_cost=0.4854, reader_cost=0.0003 | ETA 00:23:32 2020-12-01 19:01:36 [INFO] [TRAIN] epoch=57, iter=37100/40000, loss=0.3032, lr=0.000943, batch_cost=0.4860, reader_cost=0.0003 | ETA 00:23:29 2020-12-01 19:01:41 [INFO] [TRAIN] epoch=57, iter=37110/40000, loss=0.2844, lr=0.000940, batch_cost=0.5035, reader_cost=0.0019 | ETA 00:24:15 2020-12-01 19:01:46 [INFO] [TRAIN] epoch=57, iter=37120/40000, loss=0.3403, lr=0.000937, batch_cost=0.4901, reader_cost=0.0003 | ETA 00:23:31 2020-12-01 19:01:51 [INFO] [TRAIN] epoch=57, iter=37130/40000, loss=0.3444, lr=0.000934, batch_cost=0.4900, reader_cost=0.0003 | ETA 00:23:26 2020-12-01 19:01:56 [INFO] [TRAIN] epoch=57, iter=37140/40000, loss=0.2096, lr=0.000931, batch_cost=0.4877, reader_cost=0.0003 | ETA 00:23:14 2020-12-01 19:02:01 [INFO] [TRAIN] epoch=57, iter=37150/40000, loss=0.2323, lr=0.000928, batch_cost=0.4912, reader_cost=0.0002 | ETA 00:23:19 2020-12-01 19:02:05 [INFO] [TRAIN] epoch=57, iter=37160/40000, loss=0.2769, lr=0.000925, batch_cost=0.4889, reader_cost=0.0004 | ETA 00:23:08 2020-12-01 19:02:10 [INFO] [TRAIN] epoch=57, iter=37170/40000, loss=0.4054, lr=0.000922, batch_cost=0.4944, reader_cost=0.0018 | ETA 00:23:19 2020-12-01 19:02:15 [INFO] [TRAIN] epoch=57, iter=37180/40000, loss=0.3025, lr=0.000919, batch_cost=0.4859, reader_cost=0.0009 | ETA 00:22:50 2020-12-01 19:02:20 [INFO] [TRAIN] epoch=57, iter=37190/40000, loss=0.2953, lr=0.000916, batch_cost=0.4904, reader_cost=0.0005 | ETA 00:22:57 2020-12-01 19:02:25 [INFO] [TRAIN] epoch=57, iter=37200/40000, loss=0.2473, lr=0.000914, batch_cost=0.4990, reader_cost=0.0016 | ETA 00:23:17 2020-12-01 19:02:30 [INFO] [TRAIN] epoch=57, iter=37210/40000, loss=0.2528, lr=0.000911, batch_cost=0.4896, reader_cost=0.0005 | ETA 00:22:45 2020-12-01 19:02:35 [INFO] [TRAIN] epoch=57, iter=37220/40000, loss=0.2935, lr=0.000908, batch_cost=0.4928, reader_cost=0.0004 | ETA 00:22:49 2020-12-01 19:02:40 [INFO] [TRAIN] epoch=57, iter=37230/40000, loss=0.1839, lr=0.000905, batch_cost=0.4854, reader_cost=0.0006 | ETA 00:22:24 2020-12-01 19:02:45 [INFO] [TRAIN] epoch=57, iter=37240/40000, loss=0.3551, lr=0.000902, batch_cost=0.4907, reader_cost=0.0003 | ETA 00:22:34 2020-12-01 19:02:50 [INFO] [TRAIN] epoch=57, iter=37250/40000, loss=0.3145, lr=0.000899, batch_cost=0.4967, reader_cost=0.0003 | ETA 00:22:45 2020-12-01 19:02:55 [INFO] [TRAIN] epoch=57, iter=37260/40000, loss=0.1928, lr=0.000896, batch_cost=0.4910, reader_cost=0.0006 | ETA 00:22:25 2020-12-01 19:03:00 [INFO] [TRAIN] epoch=57, iter=37270/40000, loss=0.2909, lr=0.000893, batch_cost=0.4871, reader_cost=0.0008 | ETA 00:22:09 2020-12-01 19:03:04 [INFO] [TRAIN] epoch=57, iter=37280/40000, loss=0.2199, lr=0.000890, batch_cost=0.4850, reader_cost=0.0003 | ETA 00:21:59 2020-12-01 19:03:09 [INFO] [TRAIN] epoch=57, iter=37290/40000, loss=0.2845, lr=0.000887, batch_cost=0.4914, reader_cost=0.0002 | ETA 00:22:11 2020-12-01 19:03:14 [INFO] [TRAIN] epoch=57, iter=37300/40000, loss=0.3951, lr=0.000884, batch_cost=0.4857, reader_cost=0.0003 | ETA 00:21:51 2020-12-01 19:03:19 [INFO] [TRAIN] epoch=57, iter=37310/40000, loss=0.3149, lr=0.000881, batch_cost=0.4954, reader_cost=0.0024 | ETA 00:22:12 2020-12-01 19:03:24 [INFO] [TRAIN] epoch=57, iter=37320/40000, loss=0.2462, lr=0.000878, batch_cost=0.4939, reader_cost=0.0025 | ETA 00:22:03 2020-12-01 19:03:29 [INFO] [TRAIN] epoch=57, iter=37330/40000, loss=0.2264, lr=0.000875, batch_cost=0.4865, reader_cost=0.0012 | ETA 00:21:38 2020-12-01 19:03:34 [INFO] [TRAIN] epoch=57, iter=37340/40000, loss=0.2607, lr=0.000872, batch_cost=0.4984, reader_cost=0.0007 | ETA 00:22:05 2020-12-01 19:03:39 [INFO] [TRAIN] epoch=57, iter=37350/40000, loss=0.3242, lr=0.000869, batch_cost=0.4943, reader_cost=0.0001 | ETA 00:21:49 2020-12-01 19:03:44 [INFO] [TRAIN] epoch=57, iter=37360/40000, loss=0.2492, lr=0.000866, batch_cost=0.5006, reader_cost=0.0012 | ETA 00:22:01 2020-12-01 19:03:49 [INFO] [TRAIN] epoch=57, iter=37370/40000, loss=0.3389, lr=0.000863, batch_cost=0.4905, reader_cost=0.0007 | ETA 00:21:29 2020-12-01 19:03:54 [INFO] [TRAIN] epoch=57, iter=37380/40000, loss=0.3014, lr=0.000861, batch_cost=0.4974, reader_cost=0.0004 | ETA 00:21:43 2020-12-01 19:03:59 [INFO] [TRAIN] epoch=57, iter=37390/40000, loss=0.2432, lr=0.000858, batch_cost=0.4983, reader_cost=0.0004 | ETA 00:21:40 2020-12-01 19:04:04 [INFO] [TRAIN] epoch=57, iter=37400/40000, loss=0.3135, lr=0.000855, batch_cost=0.4921, reader_cost=0.0009 | ETA 00:21:19 2020-12-01 19:04:08 [INFO] [TRAIN] epoch=57, iter=37410/40000, loss=0.4172, lr=0.000852, batch_cost=0.4873, reader_cost=0.0002 | ETA 00:21:02 2020-12-01 19:04:13 [INFO] [TRAIN] epoch=57, iter=37420/40000, loss=0.2829, lr=0.000849, batch_cost=0.4944, reader_cost=0.0005 | ETA 00:21:15 2020-12-01 19:04:18 [INFO] [TRAIN] epoch=57, iter=37430/40000, loss=0.3010, lr=0.000846, batch_cost=0.4989, reader_cost=0.0003 | ETA 00:21:22 2020-12-01 19:04:23 [INFO] [TRAIN] epoch=57, iter=37440/40000, loss=0.2915, lr=0.000843, batch_cost=0.4970, reader_cost=0.0001 | ETA 00:21:12 2020-12-01 19:04:28 [INFO] [TRAIN] epoch=57, iter=37450/40000, loss=0.2570, lr=0.000840, batch_cost=0.4980, reader_cost=0.0009 | ETA 00:21:09 2020-12-01 19:04:33 [INFO] [TRAIN] epoch=57, iter=37460/40000, loss=0.3088, lr=0.000837, batch_cost=0.4915, reader_cost=0.0007 | ETA 00:20:48 2020-12-01 19:04:38 [INFO] [TRAIN] epoch=57, iter=37470/40000, loss=0.2776, lr=0.000834, batch_cost=0.4837, reader_cost=0.0003 | ETA 00:20:23 2020-12-01 19:04:43 [INFO] [TRAIN] epoch=57, iter=37480/40000, loss=0.3109, lr=0.000831, batch_cost=0.5167, reader_cost=0.0013 | ETA 00:21:42 2020-12-01 19:04:48 [INFO] [TRAIN] epoch=57, iter=37490/40000, loss=0.2730, lr=0.000828, batch_cost=0.4933, reader_cost=0.0001 | ETA 00:20:38 2020-12-01 19:04:53 [INFO] [TRAIN] epoch=57, iter=37500/40000, loss=0.2928, lr=0.000825, batch_cost=0.4930, reader_cost=0.0001 | ETA 00:20:32 2020-12-01 19:04:58 [INFO] [TRAIN] epoch=57, iter=37510/40000, loss=0.3259, lr=0.000822, batch_cost=0.4872, reader_cost=0.0001 | ETA 00:20:13 2020-12-01 19:05:03 [INFO] [TRAIN] epoch=57, iter=37520/40000, loss=0.2843, lr=0.000819, batch_cost=0.4898, reader_cost=0.0001 | ETA 00:20:14 2020-12-01 19:05:08 [INFO] [TRAIN] epoch=57, iter=37530/40000, loss=0.2626, lr=0.000816, batch_cost=0.5057, reader_cost=0.0005 | ETA 00:20:49 2020-12-01 19:05:13 [INFO] [TRAIN] epoch=57, iter=37540/40000, loss=0.2904, lr=0.000813, batch_cost=0.4963, reader_cost=0.0003 | ETA 00:20:20 2020-12-01 19:05:18 [INFO] [TRAIN] epoch=57, iter=37550/40000, loss=0.3696, lr=0.000810, batch_cost=0.4995, reader_cost=0.0003 | ETA 00:20:23 2020-12-01 19:05:23 [INFO] [TRAIN] epoch=57, iter=37560/40000, loss=0.2383, lr=0.000807, batch_cost=0.4982, reader_cost=0.0003 | ETA 00:20:15 2020-12-01 19:05:28 [INFO] [TRAIN] epoch=57, iter=37570/40000, loss=0.3724, lr=0.000804, batch_cost=0.4842, reader_cost=0.0003 | ETA 00:19:36 2020-12-01 19:05:33 [INFO] [TRAIN] epoch=57, iter=37580/40000, loss=0.2148, lr=0.000801, batch_cost=0.4961, reader_cost=0.0002 | ETA 00:20:00 2020-12-01 19:05:38 [INFO] [TRAIN] epoch=57, iter=37590/40000, loss=0.2973, lr=0.000798, batch_cost=0.4892, reader_cost=0.0001 | ETA 00:19:39 2020-12-01 19:05:43 [INFO] [TRAIN] epoch=57, iter=37600/40000, loss=0.3398, lr=0.000795, batch_cost=0.5002, reader_cost=0.0001 | ETA 00:20:00 2020-12-01 19:05:48 [INFO] [TRAIN] epoch=57, iter=37610/40000, loss=0.2748, lr=0.000792, batch_cost=0.4950, reader_cost=0.0006 | ETA 00:19:42 2020-12-01 19:05:53 [INFO] [TRAIN] epoch=57, iter=37620/40000, loss=0.2834, lr=0.000789, batch_cost=0.4949, reader_cost=0.0005 | ETA 00:19:37 2020-12-01 19:05:57 [INFO] [TRAIN] epoch=57, iter=37630/40000, loss=0.2553, lr=0.000786, batch_cost=0.4841, reader_cost=0.0001 | ETA 00:19:07 2020-12-01 19:06:02 [INFO] [TRAIN] epoch=57, iter=37640/40000, loss=0.2112, lr=0.000783, batch_cost=0.4881, reader_cost=0.0004 | ETA 00:19:12 2020-12-01 19:06:07 [INFO] [TRAIN] epoch=57, iter=37650/40000, loss=0.2223, lr=0.000780, batch_cost=0.4889, reader_cost=0.0001 | ETA 00:19:09 2020-12-01 19:06:12 [INFO] [TRAIN] epoch=57, iter=37660/40000, loss=0.3011, lr=0.000777, batch_cost=0.4970, reader_cost=0.0001 | ETA 00:19:22 2020-12-01 19:06:17 [INFO] [TRAIN] epoch=57, iter=37670/40000, loss=0.2418, lr=0.000774, batch_cost=0.4899, reader_cost=0.0005 | ETA 00:19:01 2020-12-01 19:06:23 [INFO] [TRAIN] epoch=58, iter=37680/40000, loss=0.3090, lr=0.000771, batch_cost=0.5668, reader_cost=0.0595 | ETA 00:21:54 2020-12-01 19:06:28 [INFO] [TRAIN] epoch=58, iter=37690/40000, loss=0.3383, lr=0.000768, batch_cost=0.4830, reader_cost=0.0003 | ETA 00:18:35 2020-12-01 19:06:32 [INFO] [TRAIN] epoch=58, iter=37700/40000, loss=0.3542, lr=0.000765, batch_cost=0.4835, reader_cost=0.0002 | ETA 00:18:32 2020-12-01 19:06:37 [INFO] [TRAIN] epoch=58, iter=37710/40000, loss=0.2536, lr=0.000762, batch_cost=0.5005, reader_cost=0.0002 | ETA 00:19:06 2020-12-01 19:06:42 [INFO] [TRAIN] epoch=58, iter=37720/40000, loss=0.3061, lr=0.000759, batch_cost=0.4925, reader_cost=0.0002 | ETA 00:18:42 2020-12-01 19:06:47 [INFO] [TRAIN] epoch=58, iter=37730/40000, loss=0.2740, lr=0.000756, batch_cost=0.4911, reader_cost=0.0009 | ETA 00:18:34 2020-12-01 19:06:52 [INFO] [TRAIN] epoch=58, iter=37740/40000, loss=0.4778, lr=0.000753, batch_cost=0.4903, reader_cost=0.0017 | ETA 00:18:28 2020-12-01 19:06:57 [INFO] [TRAIN] epoch=58, iter=37750/40000, loss=0.3152, lr=0.000750, batch_cost=0.4948, reader_cost=0.0017 | ETA 00:18:33 2020-12-01 19:07:02 [INFO] [TRAIN] epoch=58, iter=37760/40000, loss=0.3241, lr=0.000747, batch_cost=0.4887, reader_cost=0.0010 | ETA 00:18:14 2020-12-01 19:07:07 [INFO] [TRAIN] epoch=58, iter=37770/40000, loss=0.2663, lr=0.000744, batch_cost=0.4897, reader_cost=0.0011 | ETA 00:18:12 2020-12-01 19:07:12 [INFO] [TRAIN] epoch=58, iter=37780/40000, loss=0.3285, lr=0.000741, batch_cost=0.4968, reader_cost=0.0018 | ETA 00:18:22 2020-12-01 19:07:17 [INFO] [TRAIN] epoch=58, iter=37790/40000, loss=0.3071, lr=0.000738, batch_cost=0.5030, reader_cost=0.0014 | ETA 00:18:31 2020-12-01 19:07:22 [INFO] [TRAIN] epoch=58, iter=37800/40000, loss=0.1852, lr=0.000735, batch_cost=0.4893, reader_cost=0.0010 | ETA 00:17:56 2020-12-01 19:07:27 [INFO] [TRAIN] epoch=58, iter=37810/40000, loss=0.2499, lr=0.000732, batch_cost=0.4959, reader_cost=0.0004 | ETA 00:18:05 2020-12-01 19:07:32 [INFO] [TRAIN] epoch=58, iter=37820/40000, loss=0.2511, lr=0.000729, batch_cost=0.4940, reader_cost=0.0011 | ETA 00:17:56 2020-12-01 19:07:37 [INFO] [TRAIN] epoch=58, iter=37830/40000, loss=0.2183, lr=0.000726, batch_cost=0.4971, reader_cost=0.0013 | ETA 00:17:58 2020-12-01 19:07:42 [INFO] [TRAIN] epoch=58, iter=37840/40000, loss=0.2624, lr=0.000723, batch_cost=0.4950, reader_cost=0.0016 | ETA 00:17:49 2020-12-01 19:07:46 [INFO] [TRAIN] epoch=58, iter=37850/40000, loss=0.2993, lr=0.000720, batch_cost=0.4914, reader_cost=0.0017 | ETA 00:17:36 2020-12-01 19:07:51 [INFO] [TRAIN] epoch=58, iter=37860/40000, loss=0.3077, lr=0.000717, batch_cost=0.5005, reader_cost=0.0011 | ETA 00:17:51 2020-12-01 19:07:56 [INFO] [TRAIN] epoch=58, iter=37870/40000, loss=0.2946, lr=0.000714, batch_cost=0.4939, reader_cost=0.0019 | ETA 00:17:32 2020-12-01 19:08:01 [INFO] [TRAIN] epoch=58, iter=37880/40000, loss=0.3034, lr=0.000711, batch_cost=0.4961, reader_cost=0.0013 | ETA 00:17:31 2020-12-01 19:08:06 [INFO] [TRAIN] epoch=58, iter=37890/40000, loss=0.2992, lr=0.000708, batch_cost=0.4925, reader_cost=0.0020 | ETA 00:17:19 2020-12-01 19:08:11 [INFO] [TRAIN] epoch=58, iter=37900/40000, loss=0.2915, lr=0.000705, batch_cost=0.4928, reader_cost=0.0010 | ETA 00:17:14 2020-12-01 19:08:16 [INFO] [TRAIN] epoch=58, iter=37910/40000, loss=0.1763, lr=0.000702, batch_cost=0.4947, reader_cost=0.0021 | ETA 00:17:13 2020-12-01 19:08:21 [INFO] [TRAIN] epoch=58, iter=37920/40000, loss=0.3797, lr=0.000699, batch_cost=0.4919, reader_cost=0.0005 | ETA 00:17:03 2020-12-01 19:08:26 [INFO] [TRAIN] epoch=58, iter=37930/40000, loss=0.2665, lr=0.000696, batch_cost=0.4951, reader_cost=0.0016 | ETA 00:17:04 2020-12-01 19:08:31 [INFO] [TRAIN] epoch=58, iter=37940/40000, loss=0.2628, lr=0.000693, batch_cost=0.5014, reader_cost=0.0004 | ETA 00:17:12 2020-12-01 19:08:36 [INFO] [TRAIN] epoch=58, iter=37950/40000, loss=0.2428, lr=0.000690, batch_cost=0.4913, reader_cost=0.0003 | ETA 00:16:47 2020-12-01 19:08:41 [INFO] [TRAIN] epoch=58, iter=37960/40000, loss=0.2743, lr=0.000687, batch_cost=0.4912, reader_cost=0.0012 | ETA 00:16:42 2020-12-01 19:08:46 [INFO] [TRAIN] epoch=58, iter=37970/40000, loss=0.2660, lr=0.000684, batch_cost=0.4983, reader_cost=0.0009 | ETA 00:16:51 2020-12-01 19:08:51 [INFO] [TRAIN] epoch=58, iter=37980/40000, loss=0.2502, lr=0.000681, batch_cost=0.4982, reader_cost=0.0003 | ETA 00:16:46 2020-12-01 19:08:56 [INFO] [TRAIN] epoch=58, iter=37990/40000, loss=0.2736, lr=0.000678, batch_cost=0.4846, reader_cost=0.0003 | ETA 00:16:14 2020-12-01 19:09:01 [INFO] [TRAIN] epoch=58, iter=38000/40000, loss=0.3572, lr=0.000675, batch_cost=0.4945, reader_cost=0.0018 | ETA 00:16:29 2020-12-01 19:09:06 [INFO] [TRAIN] epoch=58, iter=38010/40000, loss=0.2881, lr=0.000672, batch_cost=0.4944, reader_cost=0.0012 | ETA 00:16:23 2020-12-01 19:09:11 [INFO] [TRAIN] epoch=58, iter=38020/40000, loss=0.2370, lr=0.000669, batch_cost=0.4952, reader_cost=0.0011 | ETA 00:16:20 2020-12-01 19:09:15 [INFO] [TRAIN] epoch=58, iter=38030/40000, loss=0.2770, lr=0.000666, batch_cost=0.4916, reader_cost=0.0011 | ETA 00:16:08 2020-12-01 19:09:20 [INFO] [TRAIN] epoch=58, iter=38040/40000, loss=0.3098, lr=0.000663, batch_cost=0.4914, reader_cost=0.0011 | ETA 00:16:03 2020-12-01 19:09:25 [INFO] [TRAIN] epoch=58, iter=38050/40000, loss=0.2398, lr=0.000660, batch_cost=0.4935, reader_cost=0.0007 | ETA 00:16:02 2020-12-01 19:09:30 [INFO] [TRAIN] epoch=58, iter=38060/40000, loss=0.2781, lr=0.000657, batch_cost=0.4869, reader_cost=0.0006 | ETA 00:15:44 2020-12-01 19:09:35 [INFO] [TRAIN] epoch=58, iter=38070/40000, loss=0.2855, lr=0.000654, batch_cost=0.4937, reader_cost=0.0003 | ETA 00:15:52 2020-12-01 19:09:40 [INFO] [TRAIN] epoch=58, iter=38080/40000, loss=0.2733, lr=0.000651, batch_cost=0.4964, reader_cost=0.0008 | ETA 00:15:53 2020-12-01 19:09:45 [INFO] [TRAIN] epoch=58, iter=38090/40000, loss=0.3628, lr=0.000648, batch_cost=0.4984, reader_cost=0.0005 | ETA 00:15:51 2020-12-01 19:09:50 [INFO] [TRAIN] epoch=58, iter=38100/40000, loss=0.3193, lr=0.000645, batch_cost=0.4873, reader_cost=0.0003 | ETA 00:15:25 2020-12-01 19:09:55 [INFO] [TRAIN] epoch=58, iter=38110/40000, loss=0.4491, lr=0.000641, batch_cost=0.4869, reader_cost=0.0001 | ETA 00:15:20 2020-12-01 19:10:00 [INFO] [TRAIN] epoch=58, iter=38120/40000, loss=0.2633, lr=0.000638, batch_cost=0.5002, reader_cost=0.0006 | ETA 00:15:40 2020-12-01 19:10:05 [INFO] [TRAIN] epoch=58, iter=38130/40000, loss=0.3120, lr=0.000635, batch_cost=0.4893, reader_cost=0.0008 | ETA 00:15:14 2020-12-01 19:10:10 [INFO] [TRAIN] epoch=58, iter=38140/40000, loss=0.2843, lr=0.000632, batch_cost=0.4947, reader_cost=0.0009 | ETA 00:15:20 2020-12-01 19:10:15 [INFO] [TRAIN] epoch=58, iter=38150/40000, loss=0.2906, lr=0.000629, batch_cost=0.4939, reader_cost=0.0014 | ETA 00:15:13 2020-12-01 19:10:20 [INFO] [TRAIN] epoch=58, iter=38160/40000, loss=0.3280, lr=0.000626, batch_cost=0.5010, reader_cost=0.0011 | ETA 00:15:21 2020-12-01 19:10:24 [INFO] [TRAIN] epoch=58, iter=38170/40000, loss=0.3288, lr=0.000623, batch_cost=0.4831, reader_cost=0.0010 | ETA 00:14:44 2020-12-01 19:10:29 [INFO] [TRAIN] epoch=58, iter=38180/40000, loss=0.2873, lr=0.000620, batch_cost=0.4918, reader_cost=0.0010 | ETA 00:14:55 2020-12-01 19:10:34 [INFO] [TRAIN] epoch=58, iter=38190/40000, loss=0.3603, lr=0.000617, batch_cost=0.4904, reader_cost=0.0007 | ETA 00:14:47 2020-12-01 19:10:39 [INFO] [TRAIN] epoch=58, iter=38200/40000, loss=0.2689, lr=0.000614, batch_cost=0.4906, reader_cost=0.0003 | ETA 00:14:43 2020-12-01 19:10:44 [INFO] [TRAIN] epoch=58, iter=38210/40000, loss=0.3313, lr=0.000611, batch_cost=0.4930, reader_cost=0.0008 | ETA 00:14:42 2020-12-01 19:10:49 [INFO] [TRAIN] epoch=58, iter=38220/40000, loss=0.3600, lr=0.000608, batch_cost=0.4913, reader_cost=0.0003 | ETA 00:14:34 2020-12-01 19:10:54 [INFO] [TRAIN] epoch=58, iter=38230/40000, loss=0.3049, lr=0.000605, batch_cost=0.4937, reader_cost=0.0002 | ETA 00:14:33 2020-12-01 19:10:59 [INFO] [TRAIN] epoch=58, iter=38240/40000, loss=0.2533, lr=0.000602, batch_cost=0.4879, reader_cost=0.0003 | ETA 00:14:18 2020-12-01 19:11:04 [INFO] [TRAIN] epoch=58, iter=38250/40000, loss=0.3835, lr=0.000599, batch_cost=0.4977, reader_cost=0.0007 | ETA 00:14:30 2020-12-01 19:11:09 [INFO] [TRAIN] epoch=58, iter=38260/40000, loss=0.2673, lr=0.000595, batch_cost=0.4855, reader_cost=0.0006 | ETA 00:14:04 2020-12-01 19:11:13 [INFO] [TRAIN] epoch=58, iter=38270/40000, loss=0.3215, lr=0.000592, batch_cost=0.4808, reader_cost=0.0003 | ETA 00:13:51 2020-12-01 19:11:18 [INFO] [TRAIN] epoch=58, iter=38280/40000, loss=0.3035, lr=0.000589, batch_cost=0.4906, reader_cost=0.0003 | ETA 00:14:03 2020-12-01 19:11:23 [INFO] [TRAIN] epoch=58, iter=38290/40000, loss=0.2617, lr=0.000586, batch_cost=0.4954, reader_cost=0.0003 | ETA 00:14:07 2020-12-01 19:11:28 [INFO] [TRAIN] epoch=58, iter=38300/40000, loss=0.3435, lr=0.000583, batch_cost=0.4916, reader_cost=0.0001 | ETA 00:13:55 2020-12-01 19:11:33 [INFO] [TRAIN] epoch=58, iter=38310/40000, loss=0.3554, lr=0.000580, batch_cost=0.4819, reader_cost=0.0001 | ETA 00:13:34 2020-12-01 19:11:38 [INFO] [TRAIN] epoch=58, iter=38320/40000, loss=0.2926, lr=0.000577, batch_cost=0.4862, reader_cost=0.0006 | ETA 00:13:36 2020-12-01 19:11:43 [INFO] [TRAIN] epoch=58, iter=38330/40000, loss=0.2761, lr=0.000574, batch_cost=0.4799, reader_cost=0.0005 | ETA 00:13:21 2020-12-01 19:11:48 [INFO] [TRAIN] epoch=59, iter=38340/40000, loss=0.2710, lr=0.000571, batch_cost=0.5548, reader_cost=0.0650 | ETA 00:15:20 2020-12-01 19:11:53 [INFO] [TRAIN] epoch=59, iter=38350/40000, loss=0.2985, lr=0.000568, batch_cost=0.4786, reader_cost=0.0003 | ETA 00:13:09 2020-12-01 19:11:58 [INFO] [TRAIN] epoch=59, iter=38360/40000, loss=0.2726, lr=0.000565, batch_cost=0.4780, reader_cost=0.0001 | ETA 00:13:03 2020-12-01 19:12:03 [INFO] [TRAIN] epoch=59, iter=38370/40000, loss=0.2842, lr=0.000562, batch_cost=0.4769, reader_cost=0.0001 | ETA 00:12:57 2020-12-01 19:12:07 [INFO] [TRAIN] epoch=59, iter=38380/40000, loss=0.2797, lr=0.000558, batch_cost=0.4814, reader_cost=0.0001 | ETA 00:12:59 2020-12-01 19:12:12 [INFO] [TRAIN] epoch=59, iter=38390/40000, loss=0.2980, lr=0.000555, batch_cost=0.4845, reader_cost=0.0001 | ETA 00:13:00 2020-12-01 19:12:17 [INFO] [TRAIN] epoch=59, iter=38400/40000, loss=0.2318, lr=0.000552, batch_cost=0.4917, reader_cost=0.0003 | ETA 00:13:06 2020-12-01 19:12:22 [INFO] [TRAIN] epoch=59, iter=38410/40000, loss=0.2391, lr=0.000549, batch_cost=0.4825, reader_cost=0.0007 | ETA 00:12:47 2020-12-01 19:12:27 [INFO] [TRAIN] epoch=59, iter=38420/40000, loss=0.3038, lr=0.000546, batch_cost=0.4847, reader_cost=0.0003 | ETA 00:12:45 2020-12-01 19:12:32 [INFO] [TRAIN] epoch=59, iter=38430/40000, loss=0.3171, lr=0.000543, batch_cost=0.4915, reader_cost=0.0013 | ETA 00:12:51 2020-12-01 19:12:37 [INFO] [TRAIN] epoch=59, iter=38440/40000, loss=0.3170, lr=0.000540, batch_cost=0.4892, reader_cost=0.0008 | ETA 00:12:43 2020-12-01 19:12:42 [INFO] [TRAIN] epoch=59, iter=38450/40000, loss=0.3017, lr=0.000537, batch_cost=0.4942, reader_cost=0.0009 | ETA 00:12:46 2020-12-01 19:12:46 [INFO] [TRAIN] epoch=59, iter=38460/40000, loss=0.3242, lr=0.000534, batch_cost=0.4807, reader_cost=0.0010 | ETA 00:12:20 2020-12-01 19:12:51 [INFO] [TRAIN] epoch=59, iter=38470/40000, loss=0.2890, lr=0.000530, batch_cost=0.4913, reader_cost=0.0006 | ETA 00:12:31 2020-12-01 19:12:56 [INFO] [TRAIN] epoch=59, iter=38480/40000, loss=0.2388, lr=0.000527, batch_cost=0.4894, reader_cost=0.0016 | ETA 00:12:23 2020-12-01 19:13:01 [INFO] [TRAIN] epoch=59, iter=38490/40000, loss=0.2613, lr=0.000524, batch_cost=0.4846, reader_cost=0.0010 | ETA 00:12:11 2020-12-01 19:13:06 [INFO] [TRAIN] epoch=59, iter=38500/40000, loss=0.2876, lr=0.000521, batch_cost=0.4875, reader_cost=0.0002 | ETA 00:12:11 2020-12-01 19:13:11 [INFO] [TRAIN] epoch=59, iter=38510/40000, loss=0.2833, lr=0.000518, batch_cost=0.4922, reader_cost=0.0008 | ETA 00:12:13 2020-12-01 19:13:16 [INFO] [TRAIN] epoch=59, iter=38520/40000, loss=0.2080, lr=0.000515, batch_cost=0.4860, reader_cost=0.0017 | ETA 00:11:59 2020-12-01 19:13:21 [INFO] [TRAIN] epoch=59, iter=38530/40000, loss=0.2749, lr=0.000512, batch_cost=0.5091, reader_cost=0.0030 | ETA 00:12:28 2020-12-01 19:13:26 [INFO] [TRAIN] epoch=59, iter=38540/40000, loss=0.2854, lr=0.000509, batch_cost=0.4906, reader_cost=0.0010 | ETA 00:11:56 2020-12-01 19:13:31 [INFO] [TRAIN] epoch=59, iter=38550/40000, loss=0.2266, lr=0.000505, batch_cost=0.4908, reader_cost=0.0003 | ETA 00:11:51 2020-12-01 19:13:35 [INFO] [TRAIN] epoch=59, iter=38560/40000, loss=0.3242, lr=0.000502, batch_cost=0.4842, reader_cost=0.0013 | ETA 00:11:37 2020-12-01 19:13:40 [INFO] [TRAIN] epoch=59, iter=38570/40000, loss=0.4057, lr=0.000499, batch_cost=0.4932, reader_cost=0.0013 | ETA 00:11:45 2020-12-01 19:13:45 [INFO] [TRAIN] epoch=59, iter=38580/40000, loss=0.2817, lr=0.000496, batch_cost=0.4873, reader_cost=0.0005 | ETA 00:11:31 2020-12-01 19:13:50 [INFO] [TRAIN] epoch=59, iter=38590/40000, loss=0.3505, lr=0.000493, batch_cost=0.4834, reader_cost=0.0017 | ETA 00:11:21 2020-12-01 19:13:55 [INFO] [TRAIN] epoch=59, iter=38600/40000, loss=0.2501, lr=0.000490, batch_cost=0.4864, reader_cost=0.0003 | ETA 00:11:21 2020-12-01 19:14:00 [INFO] [TRAIN] epoch=59, iter=38610/40000, loss=0.2209, lr=0.000487, batch_cost=0.4887, reader_cost=0.0003 | ETA 00:11:19 2020-12-01 19:14:05 [INFO] [TRAIN] epoch=59, iter=38620/40000, loss=0.2817, lr=0.000483, batch_cost=0.4879, reader_cost=0.0003 | ETA 00:11:13 2020-12-01 19:14:10 [INFO] [TRAIN] epoch=59, iter=38630/40000, loss=0.2849, lr=0.000480, batch_cost=0.4806, reader_cost=0.0003 | ETA 00:10:58 2020-12-01 19:14:14 [INFO] [TRAIN] epoch=59, iter=38640/40000, loss=0.2722, lr=0.000477, batch_cost=0.4862, reader_cost=0.0026 | ETA 00:11:01 2020-12-01 19:14:19 [INFO] [TRAIN] epoch=59, iter=38650/40000, loss=0.3429, lr=0.000474, batch_cost=0.4928, reader_cost=0.0012 | ETA 00:11:05 2020-12-01 19:14:24 [INFO] [TRAIN] epoch=59, iter=38660/40000, loss=0.2890, lr=0.000471, batch_cost=0.4968, reader_cost=0.0010 | ETA 00:11:05 2020-12-01 19:14:29 [INFO] [TRAIN] epoch=59, iter=38670/40000, loss=0.2711, lr=0.000468, batch_cost=0.4954, reader_cost=0.0006 | ETA 00:10:58 2020-12-01 19:14:34 [INFO] [TRAIN] epoch=59, iter=38680/40000, loss=0.2413, lr=0.000464, batch_cost=0.4870, reader_cost=0.0003 | ETA 00:10:42 2020-12-01 19:14:39 [INFO] [TRAIN] epoch=59, iter=38690/40000, loss=0.3201, lr=0.000461, batch_cost=0.5007, reader_cost=0.0012 | ETA 00:10:55 2020-12-01 19:14:44 [INFO] [TRAIN] epoch=59, iter=38700/40000, loss=0.3244, lr=0.000458, batch_cost=0.4919, reader_cost=0.0003 | ETA 00:10:39 2020-12-01 19:14:49 [INFO] [TRAIN] epoch=59, iter=38710/40000, loss=0.2301, lr=0.000455, batch_cost=0.4922, reader_cost=0.0004 | ETA 00:10:34 2020-12-01 19:14:54 [INFO] [TRAIN] epoch=59, iter=38720/40000, loss=0.3099, lr=0.000452, batch_cost=0.4930, reader_cost=0.0011 | ETA 00:10:31 2020-12-01 19:14:59 [INFO] [TRAIN] epoch=59, iter=38730/40000, loss=0.3558, lr=0.000449, batch_cost=0.4907, reader_cost=0.0003 | ETA 00:10:23 2020-12-01 19:15:04 [INFO] [TRAIN] epoch=59, iter=38740/40000, loss=0.2456, lr=0.000445, batch_cost=0.4922, reader_cost=0.0003 | ETA 00:10:20 2020-12-01 19:15:09 [INFO] [TRAIN] epoch=59, iter=38750/40000, loss=0.2871, lr=0.000442, batch_cost=0.4903, reader_cost=0.0001 | ETA 00:10:12 2020-12-01 19:15:14 [INFO] [TRAIN] epoch=59, iter=38760/40000, loss=0.2949, lr=0.000439, batch_cost=0.4914, reader_cost=0.0003 | ETA 00:10:09 2020-12-01 19:15:18 [INFO] [TRAIN] epoch=59, iter=38770/40000, loss=0.3251, lr=0.000436, batch_cost=0.4863, reader_cost=0.0006 | ETA 00:09:58 2020-12-01 19:15:23 [INFO] [TRAIN] epoch=59, iter=38780/40000, loss=0.2382, lr=0.000433, batch_cost=0.4901, reader_cost=0.0008 | ETA 00:09:57 2020-12-01 19:15:28 [INFO] [TRAIN] epoch=59, iter=38790/40000, loss=0.2766, lr=0.000430, batch_cost=0.4868, reader_cost=0.0003 | ETA 00:09:49 2020-12-01 19:15:33 [INFO] [TRAIN] epoch=59, iter=38800/40000, loss=0.2199, lr=0.000426, batch_cost=0.5009, reader_cost=0.0013 | ETA 00:10:01 2020-12-01 19:15:38 [INFO] [TRAIN] epoch=59, iter=38810/40000, loss=0.2296, lr=0.000423, batch_cost=0.4988, reader_cost=0.0016 | ETA 00:09:53 2020-12-01 19:15:43 [INFO] [TRAIN] epoch=59, iter=38820/40000, loss=0.3522, lr=0.000420, batch_cost=0.4960, reader_cost=0.0007 | ETA 00:09:45 2020-12-01 19:15:48 [INFO] [TRAIN] epoch=59, iter=38830/40000, loss=0.2944, lr=0.000417, batch_cost=0.4900, reader_cost=0.0006 | ETA 00:09:33 2020-12-01 19:15:53 [INFO] [TRAIN] epoch=59, iter=38840/40000, loss=0.2679, lr=0.000414, batch_cost=0.4988, reader_cost=0.0013 | ETA 00:09:38 2020-12-01 19:15:58 [INFO] [TRAIN] epoch=59, iter=38850/40000, loss=0.3611, lr=0.000410, batch_cost=0.4921, reader_cost=0.0014 | ETA 00:09:25 2020-12-01 19:16:03 [INFO] [TRAIN] epoch=59, iter=38860/40000, loss=0.2887, lr=0.000407, batch_cost=0.4965, reader_cost=0.0015 | ETA 00:09:26 2020-12-01 19:16:08 [INFO] [TRAIN] epoch=59, iter=38870/40000, loss=0.3424, lr=0.000404, batch_cost=0.4923, reader_cost=0.0003 | ETA 00:09:16 2020-12-01 19:16:13 [INFO] [TRAIN] epoch=59, iter=38880/40000, loss=0.3021, lr=0.000401, batch_cost=0.4974, reader_cost=0.0011 | ETA 00:09:17 2020-12-01 19:16:18 [INFO] [TRAIN] epoch=59, iter=38890/40000, loss=0.2888, lr=0.000397, batch_cost=0.4970, reader_cost=0.0018 | ETA 00:09:11 2020-12-01 19:16:23 [INFO] [TRAIN] epoch=59, iter=38900/40000, loss=0.2686, lr=0.000394, batch_cost=0.4959, reader_cost=0.0017 | ETA 00:09:05 2020-12-01 19:16:28 [INFO] [TRAIN] epoch=59, iter=38910/40000, loss=0.2280, lr=0.000391, batch_cost=0.4875, reader_cost=0.0010 | ETA 00:08:51 2020-12-01 19:16:33 [INFO] [TRAIN] epoch=59, iter=38920/40000, loss=0.2843, lr=0.000388, batch_cost=0.4937, reader_cost=0.0010 | ETA 00:08:53 2020-12-01 19:16:37 [INFO] [TRAIN] epoch=59, iter=38930/40000, loss=0.3282, lr=0.000385, batch_cost=0.4805, reader_cost=0.0005 | ETA 00:08:34 2020-12-01 19:16:42 [INFO] [TRAIN] epoch=59, iter=38940/40000, loss=0.2325, lr=0.000381, batch_cost=0.4965, reader_cost=0.0009 | ETA 00:08:46 2020-12-01 19:16:47 [INFO] [TRAIN] epoch=59, iter=38950/40000, loss=0.2240, lr=0.000378, batch_cost=0.4866, reader_cost=0.0003 | ETA 00:08:30 2020-12-01 19:16:52 [INFO] [TRAIN] epoch=59, iter=38960/40000, loss=0.2761, lr=0.000375, batch_cost=0.4979, reader_cost=0.0011 | ETA 00:08:37 2020-12-01 19:16:57 [INFO] [TRAIN] epoch=59, iter=38970/40000, loss=0.3040, lr=0.000372, batch_cost=0.4901, reader_cost=0.0019 | ETA 00:08:24 2020-12-01 19:17:02 [INFO] [TRAIN] epoch=59, iter=38980/40000, loss=0.2250, lr=0.000368, batch_cost=0.4925, reader_cost=0.0011 | ETA 00:08:22 2020-12-01 19:17:07 [INFO] [TRAIN] epoch=59, iter=38990/40000, loss=0.3205, lr=0.000365, batch_cost=0.4924, reader_cost=0.0013 | ETA 00:08:17 2020-12-01 19:17:13 [INFO] [TRAIN] epoch=60, iter=39000/40000, loss=0.3267, lr=0.000362, batch_cost=0.5637, reader_cost=0.0629 | ETA 00:09:23 2020-12-01 19:17:18 [INFO] [TRAIN] epoch=60, iter=39010/40000, loss=0.3025, lr=0.000359, batch_cost=0.4976, reader_cost=0.0011 | ETA 00:08:12 2020-12-01 19:17:23 [INFO] [TRAIN] epoch=60, iter=39020/40000, loss=0.2841, lr=0.000355, batch_cost=0.4953, reader_cost=0.0015 | ETA 00:08:05 2020-12-01 19:17:27 [INFO] [TRAIN] epoch=60, iter=39030/40000, loss=0.2733, lr=0.000352, batch_cost=0.4865, reader_cost=0.0014 | ETA 00:07:51 2020-12-01 19:17:32 [INFO] [TRAIN] epoch=60, iter=39040/40000, loss=0.2635, lr=0.000349, batch_cost=0.4932, reader_cost=0.0006 | ETA 00:07:53 2020-12-01 19:17:37 [INFO] [TRAIN] epoch=60, iter=39050/40000, loss=0.2851, lr=0.000346, batch_cost=0.4934, reader_cost=0.0007 | ETA 00:07:48 2020-12-01 19:17:42 [INFO] [TRAIN] epoch=60, iter=39060/40000, loss=0.4009, lr=0.000342, batch_cost=0.4859, reader_cost=0.0006 | ETA 00:07:36 2020-12-01 19:17:47 [INFO] [TRAIN] epoch=60, iter=39070/40000, loss=0.3033, lr=0.000339, batch_cost=0.4902, reader_cost=0.0008 | ETA 00:07:35 2020-12-01 19:17:52 [INFO] [TRAIN] epoch=60, iter=39080/40000, loss=0.2953, lr=0.000336, batch_cost=0.5051, reader_cost=0.0006 | ETA 00:07:44 2020-12-01 19:17:57 [INFO] [TRAIN] epoch=60, iter=39090/40000, loss=0.3941, lr=0.000332, batch_cost=0.4967, reader_cost=0.0005 | ETA 00:07:31 2020-12-01 19:18:02 [INFO] [TRAIN] epoch=60, iter=39100/40000, loss=0.3490, lr=0.000329, batch_cost=0.4938, reader_cost=0.0010 | ETA 00:07:24 2020-12-01 19:18:07 [INFO] [TRAIN] epoch=60, iter=39110/40000, loss=0.2755, lr=0.000326, batch_cost=0.4848, reader_cost=0.0003 | ETA 00:07:11 2020-12-01 19:18:12 [INFO] [TRAIN] epoch=60, iter=39120/40000, loss=0.2636, lr=0.000323, batch_cost=0.4970, reader_cost=0.0003 | ETA 00:07:17 2020-12-01 19:18:17 [INFO] [TRAIN] epoch=60, iter=39130/40000, loss=0.2919, lr=0.000319, batch_cost=0.4948, reader_cost=0.0007 | ETA 00:07:10 2020-12-01 19:18:22 [INFO] [TRAIN] epoch=60, iter=39140/40000, loss=0.2690, lr=0.000316, batch_cost=0.4866, reader_cost=0.0018 | ETA 00:06:58 2020-12-01 19:18:26 [INFO] [TRAIN] epoch=60, iter=39150/40000, loss=0.2881, lr=0.000313, batch_cost=0.4883, reader_cost=0.0008 | ETA 00:06:55 2020-12-01 19:18:31 [INFO] [TRAIN] epoch=60, iter=39160/40000, loss=0.3165, lr=0.000309, batch_cost=0.4926, reader_cost=0.0008 | ETA 00:06:53 2020-12-01 19:18:36 [INFO] [TRAIN] epoch=60, iter=39170/40000, loss=0.3405, lr=0.000306, batch_cost=0.4893, reader_cost=0.0011 | ETA 00:06:46 2020-12-01 19:18:41 [INFO] [TRAIN] epoch=60, iter=39180/40000, loss=0.2829, lr=0.000303, batch_cost=0.4858, reader_cost=0.0005 | ETA 00:06:38 2020-12-01 19:18:46 [INFO] [TRAIN] epoch=60, iter=39190/40000, loss=0.3580, lr=0.000299, batch_cost=0.4890, reader_cost=0.0005 | ETA 00:06:36 2020-12-01 19:18:51 [INFO] [TRAIN] epoch=60, iter=39200/40000, loss=0.2619, lr=0.000296, batch_cost=0.4949, reader_cost=0.0010 | ETA 00:06:35 2020-12-01 19:18:56 [INFO] [TRAIN] epoch=60, iter=39210/40000, loss=0.2911, lr=0.000293, batch_cost=0.4838, reader_cost=0.0006 | ETA 00:06:22 2020-12-01 19:19:01 [INFO] [TRAIN] epoch=60, iter=39220/40000, loss=0.2920, lr=0.000289, batch_cost=0.4866, reader_cost=0.0021 | ETA 00:06:19 2020-12-01 19:19:06 [INFO] [TRAIN] epoch=60, iter=39230/40000, loss=0.2802, lr=0.000286, batch_cost=0.4989, reader_cost=0.0018 | ETA 00:06:24 2020-12-01 19:19:11 [INFO] [TRAIN] epoch=60, iter=39240/40000, loss=0.2129, lr=0.000283, batch_cost=0.4960, reader_cost=0.0016 | ETA 00:06:16 2020-12-01 19:19:16 [INFO] [TRAIN] epoch=60, iter=39250/40000, loss=0.2500, lr=0.000279, batch_cost=0.4966, reader_cost=0.0008 | ETA 00:06:12 2020-12-01 19:19:21 [INFO] [TRAIN] epoch=60, iter=39260/40000, loss=0.2755, lr=0.000276, batch_cost=0.4908, reader_cost=0.0011 | ETA 00:06:03 2020-12-01 19:19:26 [INFO] [TRAIN] epoch=60, iter=39270/40000, loss=0.2630, lr=0.000273, batch_cost=0.4977, reader_cost=0.0013 | ETA 00:06:03 2020-12-01 19:19:30 [INFO] [TRAIN] epoch=60, iter=39280/40000, loss=0.2430, lr=0.000269, batch_cost=0.4982, reader_cost=0.0014 | ETA 00:05:58 2020-12-01 19:19:35 [INFO] [TRAIN] epoch=60, iter=39290/40000, loss=0.3433, lr=0.000266, batch_cost=0.4977, reader_cost=0.0015 | ETA 00:05:53 2020-12-01 19:19:40 [INFO] [TRAIN] epoch=60, iter=39300/40000, loss=0.2698, lr=0.000263, batch_cost=0.4829, reader_cost=0.0023 | ETA 00:05:38 2020-12-01 19:19:45 [INFO] [TRAIN] epoch=60, iter=39310/40000, loss=0.2875, lr=0.000259, batch_cost=0.4998, reader_cost=0.0011 | ETA 00:05:44 2020-12-01 19:19:50 [INFO] [TRAIN] epoch=60, iter=39320/40000, loss=0.2877, lr=0.000256, batch_cost=0.4950, reader_cost=0.0011 | ETA 00:05:36 2020-12-01 19:19:55 [INFO] [TRAIN] epoch=60, iter=39330/40000, loss=0.2331, lr=0.000252, batch_cost=0.4867, reader_cost=0.0003 | ETA 00:05:26 2020-12-01 19:20:00 [INFO] [TRAIN] epoch=60, iter=39340/40000, loss=0.2510, lr=0.000249, batch_cost=0.4970, reader_cost=0.0002 | ETA 00:05:27 2020-12-01 19:20:05 [INFO] [TRAIN] epoch=60, iter=39350/40000, loss=0.3210, lr=0.000246, batch_cost=0.5004, reader_cost=0.0012 | ETA 00:05:25 2020-12-01 19:20:10 [INFO] [TRAIN] epoch=60, iter=39360/40000, loss=0.2800, lr=0.000242, batch_cost=0.4920, reader_cost=0.0010 | ETA 00:05:14 2020-12-01 19:20:15 [INFO] [TRAIN] epoch=60, iter=39370/40000, loss=0.2775, lr=0.000239, batch_cost=0.4998, reader_cost=0.0015 | ETA 00:05:14 2020-12-01 19:20:20 [INFO] [TRAIN] epoch=60, iter=39380/40000, loss=0.2789, lr=0.000235, batch_cost=0.4945, reader_cost=0.0009 | ETA 00:05:06 2020-12-01 19:20:25 [INFO] [TRAIN] epoch=60, iter=39390/40000, loss=0.3325, lr=0.000232, batch_cost=0.4942, reader_cost=0.0009 | ETA 00:05:01 2020-12-01 19:20:30 [INFO] [TRAIN] epoch=60, iter=39400/40000, loss=0.2244, lr=0.000229, batch_cost=0.4899, reader_cost=0.0008 | ETA 00:04:53 2020-12-01 19:20:35 [INFO] [TRAIN] epoch=60, iter=39410/40000, loss=0.2728, lr=0.000225, batch_cost=0.4949, reader_cost=0.0009 | ETA 00:04:52 2020-12-01 19:20:40 [INFO] [TRAIN] epoch=60, iter=39420/40000, loss=0.2770, lr=0.000222, batch_cost=0.4948, reader_cost=0.0015 | ETA 00:04:46 2020-12-01 19:20:45 [INFO] [TRAIN] epoch=60, iter=39430/40000, loss=0.3655, lr=0.000218, batch_cost=0.4908, reader_cost=0.0010 | ETA 00:04:39 2020-12-01 19:20:50 [INFO] [TRAIN] epoch=60, iter=39440/40000, loss=0.2371, lr=0.000215, batch_cost=0.4921, reader_cost=0.0006 | ETA 00:04:35 2020-12-01 19:20:55 [INFO] [TRAIN] epoch=60, iter=39450/40000, loss=0.3247, lr=0.000211, batch_cost=0.4994, reader_cost=0.0016 | ETA 00:04:34 2020-12-01 19:20:59 [INFO] [TRAIN] epoch=60, iter=39460/40000, loss=0.2613, lr=0.000208, batch_cost=0.4921, reader_cost=0.0014 | ETA 00:04:25 2020-12-01 19:21:04 [INFO] [TRAIN] epoch=60, iter=39470/40000, loss=0.3584, lr=0.000205, batch_cost=0.4883, reader_cost=0.0014 | ETA 00:04:18 2020-12-01 19:21:09 [INFO] [TRAIN] epoch=60, iter=39480/40000, loss=0.2326, lr=0.000201, batch_cost=0.4951, reader_cost=0.0021 | ETA 00:04:17 2020-12-01 19:21:14 [INFO] [TRAIN] epoch=60, iter=39490/40000, loss=0.4257, lr=0.000198, batch_cost=0.5043, reader_cost=0.0013 | ETA 00:04:17 2020-12-01 19:21:19 [INFO] [TRAIN] epoch=60, iter=39500/40000, loss=0.3131, lr=0.000194, batch_cost=0.4868, reader_cost=0.0016 | ETA 00:04:03 2020-12-01 19:21:24 [INFO] [TRAIN] epoch=60, iter=39510/40000, loss=0.3371, lr=0.000191, batch_cost=0.4963, reader_cost=0.0016 | ETA 00:04:03 2020-12-01 19:21:29 [INFO] [TRAIN] epoch=60, iter=39520/40000, loss=0.2648, lr=0.000187, batch_cost=0.5006, reader_cost=0.0012 | ETA 00:04:00 2020-12-01 19:21:34 [INFO] [TRAIN] epoch=60, iter=39530/40000, loss=0.2689, lr=0.000184, batch_cost=0.4999, reader_cost=0.0005 | ETA 00:03:54 2020-12-01 19:21:39 [INFO] [TRAIN] epoch=60, iter=39540/40000, loss=0.2345, lr=0.000180, batch_cost=0.4984, reader_cost=0.0015 | ETA 00:03:49 2020-12-01 19:21:44 [INFO] [TRAIN] epoch=60, iter=39550/40000, loss=0.3078, lr=0.000177, batch_cost=0.4867, reader_cost=0.0020 | ETA 00:03:39 2020-12-01 19:21:49 [INFO] [TRAIN] epoch=60, iter=39560/40000, loss=0.1957, lr=0.000173, batch_cost=0.4882, reader_cost=0.0014 | ETA 00:03:34 2020-12-01 19:21:54 [INFO] [TRAIN] epoch=60, iter=39570/40000, loss=0.2550, lr=0.000170, batch_cost=0.4836, reader_cost=0.0005 | ETA 00:03:27 2020-12-01 19:21:59 [INFO] [TRAIN] epoch=60, iter=39580/40000, loss=0.3567, lr=0.000166, batch_cost=0.4786, reader_cost=0.0007 | ETA 00:03:21 2020-12-01 19:22:04 [INFO] [TRAIN] epoch=60, iter=39590/40000, loss=0.2489, lr=0.000162, batch_cost=0.5118, reader_cost=0.0017 | ETA 00:03:29 2020-12-01 19:22:09 [INFO] [TRAIN] epoch=60, iter=39600/40000, loss=0.4320, lr=0.000159, batch_cost=0.4952, reader_cost=0.0003 | ETA 00:03:18 2020-12-01 19:22:13 [INFO] [TRAIN] epoch=60, iter=39610/40000, loss=0.2716, lr=0.000155, batch_cost=0.4911, reader_cost=0.0003 | ETA 00:03:11 2020-12-01 19:22:18 [INFO] [TRAIN] epoch=60, iter=39620/40000, loss=0.2838, lr=0.000152, batch_cost=0.4964, reader_cost=0.0003 | ETA 00:03:08 2020-12-01 19:22:23 [INFO] [TRAIN] epoch=60, iter=39630/40000, loss=0.2614, lr=0.000148, batch_cost=0.4939, reader_cost=0.0008 | ETA 00:03:02 2020-12-01 19:22:28 [INFO] [TRAIN] epoch=60, iter=39640/40000, loss=0.2752, lr=0.000145, batch_cost=0.5055, reader_cost=0.0003 | ETA 00:03:01 2020-12-01 19:22:33 [INFO] [TRAIN] epoch=60, iter=39650/40000, loss=0.2640, lr=0.000141, batch_cost=0.4940, reader_cost=0.0003 | ETA 00:02:52 2020-12-01 19:22:38 [INFO] [TRAIN] epoch=60, iter=39660/40000, loss=0.2652, lr=0.000137, batch_cost=0.4812, reader_cost=0.0003 | ETA 00:02:43 2020-12-01 19:22:44 [INFO] [TRAIN] epoch=61, iter=39670/40000, loss=0.3011, lr=0.000134, batch_cost=0.5688, reader_cost=0.0560 | ETA 00:03:07 2020-12-01 19:22:49 [INFO] [TRAIN] epoch=61, iter=39680/40000, loss=0.3748, lr=0.000130, batch_cost=0.4905, reader_cost=0.0007 | ETA 00:02:36 2020-12-01 19:22:54 [INFO] [TRAIN] epoch=61, iter=39690/40000, loss=0.2863, lr=0.000126, batch_cost=0.4903, reader_cost=0.0003 | ETA 00:02:31 2020-12-01 19:22:59 [INFO] [TRAIN] epoch=61, iter=39700/40000, loss=0.2068, lr=0.000123, batch_cost=0.4883, reader_cost=0.0003 | ETA 00:02:26 2020-12-01 19:23:04 [INFO] [TRAIN] epoch=61, iter=39710/40000, loss=0.2799, lr=0.000119, batch_cost=0.4922, reader_cost=0.0003 | ETA 00:02:22 2020-12-01 19:23:08 [INFO] [TRAIN] epoch=61, iter=39720/40000, loss=0.2686, lr=0.000115, batch_cost=0.4922, reader_cost=0.0003 | ETA 00:02:17 2020-12-01 19:23:13 [INFO] [TRAIN] epoch=61, iter=39730/40000, loss=0.2623, lr=0.000112, batch_cost=0.4888, reader_cost=0.0003 | ETA 00:02:11 2020-12-01 19:23:18 [INFO] [TRAIN] epoch=61, iter=39740/40000, loss=0.2954, lr=0.000108, batch_cost=0.4793, reader_cost=0.0003 | ETA 00:02:04 2020-12-01 19:23:23 [INFO] [TRAIN] epoch=61, iter=39750/40000, loss=0.3261, lr=0.000104, batch_cost=0.4928, reader_cost=0.0003 | ETA 00:02:03 2020-12-01 19:23:28 [INFO] [TRAIN] epoch=61, iter=39760/40000, loss=0.2560, lr=0.000100, batch_cost=0.4882, reader_cost=0.0004 | ETA 00:01:57 2020-12-01 19:23:33 [INFO] [TRAIN] epoch=61, iter=39770/40000, loss=0.2910, lr=0.000097, batch_cost=0.4877, reader_cost=0.0003 | ETA 00:01:52 2020-12-01 19:23:38 [INFO] [TRAIN] epoch=61, iter=39780/40000, loss=0.2981, lr=0.000093, batch_cost=0.5034, reader_cost=0.0002 | ETA 00:01:50 2020-12-01 19:23:43 [INFO] [TRAIN] epoch=61, iter=39790/40000, loss=0.2785, lr=0.000089, batch_cost=0.4951, reader_cost=0.0003 | ETA 00:01:43 2020-12-01 19:23:48 [INFO] [TRAIN] epoch=61, iter=39800/40000, loss=0.2505, lr=0.000085, batch_cost=0.4850, reader_cost=0.0003 | ETA 00:01:37 2020-12-01 19:23:53 [INFO] [TRAIN] epoch=61, iter=39810/40000, loss=0.3037, lr=0.000081, batch_cost=0.4933, reader_cost=0.0001 | ETA 00:01:33 2020-12-01 19:23:57 [INFO] [TRAIN] epoch=61, iter=39820/40000, loss=0.3050, lr=0.000078, batch_cost=0.4926, reader_cost=0.0003 | ETA 00:01:28 2020-12-01 19:24:02 [INFO] [TRAIN] epoch=61, iter=39830/40000, loss=0.2293, lr=0.000074, batch_cost=0.4940, reader_cost=0.0008 | ETA 00:01:23 2020-12-01 19:24:07 [INFO] [TRAIN] epoch=61, iter=39840/40000, loss=0.3011, lr=0.000070, batch_cost=0.4937, reader_cost=0.0007 | ETA 00:01:18 2020-12-01 19:24:12 [INFO] [TRAIN] epoch=61, iter=39850/40000, loss=0.3043, lr=0.000066, batch_cost=0.4944, reader_cost=0.0007 | ETA 00:01:14 2020-12-01 19:24:17 [INFO] [TRAIN] epoch=61, iter=39860/40000, loss=0.2494, lr=0.000062, batch_cost=0.4968, reader_cost=0.0006 | ETA 00:01:09 2020-12-01 19:24:22 [INFO] [TRAIN] epoch=61, iter=39870/40000, loss=0.3073, lr=0.000058, batch_cost=0.4978, reader_cost=0.0015 | ETA 00:01:04 2020-12-01 19:24:27 [INFO] [TRAIN] epoch=61, iter=39880/40000, loss=0.2445, lr=0.000054, batch_cost=0.4933, reader_cost=0.0019 | ETA 00:00:59 2020-12-01 19:24:32 [INFO] [TRAIN] epoch=61, iter=39890/40000, loss=0.2163, lr=0.000050, batch_cost=0.4954, reader_cost=0.0015 | ETA 00:00:54 2020-12-01 19:24:37 [INFO] [TRAIN] epoch=61, iter=39900/40000, loss=0.2474, lr=0.000046, batch_cost=0.4998, reader_cost=0.0010 | ETA 00:00:49 2020-12-01 19:24:42 [INFO] [TRAIN] epoch=61, iter=39910/40000, loss=0.2563, lr=0.000042, batch_cost=0.4977, reader_cost=0.0015 | ETA 00:00:44 2020-12-01 19:24:47 [INFO] [TRAIN] epoch=61, iter=39920/40000, loss=0.3069, lr=0.000038, batch_cost=0.4936, reader_cost=0.0012 | ETA 00:00:39 2020-12-01 19:24:52 [INFO] [TRAIN] epoch=61, iter=39930/40000, loss=0.3041, lr=0.000033, batch_cost=0.4905, reader_cost=0.0013 | ETA 00:00:34 2020-12-01 19:24:57 [INFO] [TRAIN] epoch=61, iter=39940/40000, loss=0.2495, lr=0.000029, batch_cost=0.4947, reader_cost=0.0002 | ETA 00:00:29 2020-12-01 19:25:02 [INFO] [TRAIN] epoch=61, iter=39950/40000, loss=0.2684, lr=0.000025, batch_cost=0.4991, reader_cost=0.0016 | ETA 00:00:24 2020-12-01 19:25:07 [INFO] [TRAIN] epoch=61, iter=39960/40000, loss=0.2210, lr=0.000020, batch_cost=0.4908, reader_cost=0.0003 | ETA 00:00:19 2020-12-01 19:25:12 [INFO] [TRAIN] epoch=61, iter=39970/40000, loss=0.2714, lr=0.000016, batch_cost=0.4898, reader_cost=0.0003 | ETA 00:00:14 2020-12-01 19:25:17 [INFO] [TRAIN] epoch=61, iter=39980/40000, loss=0.2469, lr=0.000011, batch_cost=0.4887, reader_cost=0.0008 | ETA 00:00:09 2020-12-01 19:25:21 [INFO] [TRAIN] epoch=61, iter=39990/40000, loss=0.3221, lr=0.000006, batch_cost=0.4865, reader_cost=0.0002 | ETA 00:00:04 2020-12-01 19:25:26 [INFO] [TRAIN] epoch=61, iter=40000/40000, loss=0.2824, lr=0.000001, batch_cost=0.4907, reader_cost=0.0001 | ETA 00:00:00 2020-12-01 19:25:31 [INFO] Start evaluating (total_samples=1449, total_iters=1449)... 2020-12-01 19:27:25 [INFO] [EVAL] #Images=1449 mIoU=0.7855 Acc=0.9516 Kappa=0.8913 2020-12-01 19:27:25 [INFO] [EVAL] Class IoU: [0.9435 0.922 0.4288 0.8946 0.7014 0.8101 0.9513 0.8893 0.9224 0.4335 0.8961 0.5911 0.8688 0.8958 0.851 0.87 0.616 0.8959 0.4587 0.8828 0.7727] 2020-12-01 19:27:25 [INFO] [EVAL] Class Acc: [0.9603 0.9627 0.4505 0.9434 0.806 0.9162 0.984 0.9489 0.9555 0.7875 0.9671 0.95 0.9356 0.9439 0.9424 0.9489 0.8313 0.9627 0.8201 0.9597 0.965 ] 2020-12-01 19:27:27 [INFO] [EVAL] The model with the best validation mIoU (0.7855) was saved at iter 40000. ----------- Configuration Arguments ----------- cluster_node_ips: 127.0.0.1 log_dir: None log_level: 20 node_ip: 127.0.0.1 print_config: True selected_gpus: None started_port: None training_script: dygraph/train.py training_script_args: ['--num_workers', '5', '--use_vdl', '--do_eval', '--config', 'dygraph/configs/danet/danet_resnet50_os8_voc12aug_512x512_40k.yml', '--save_interval', '4000', '--save_dir', './log/danet50/exp1'] use_paddlecloud: False ------------------------------------------------