[ Mon Dec 13 11:44:02 2021 ] Parameters: {'work_dir': './work_dir/baseline_res18_1/', 'config': './configs/baseline.yaml', 'random_fix': True, 'device': '0', 'phase': 'train', 'save_interval': 5, 'random_seed': 0, 'eval_interval': 1, 'print_log': True, 'log_interval': 50, 'evaluate_tool': 'sclite', 'feeder': 'dataset.dataloader_video.BaseFeeder', 'dataset': 'phoenix14', 'dataset_info': {'dataset_root': './dataset/phoenix2014/phoenix-2014-multisigner', 'dict_path': './preprocess/phoenix2014/gloss_dict.npy', 'evaluation_dir': './evaluation/slr_eval', 'evaluation_prefix': 'phoenix2014-groundtruth'}, 'num_worker': 4, 'feeder_args': {'mode': 'test', 'datatype': 'video', 'num_gloss': -1, 'drop_ratio': 1.0, 'prefix': './dataset/phoenix2014/phoenix-2014-multisigner', 'transform_mode': False}, 'model': 'slr_network.SLRModel', 'model_args': {'num_classes': 1296, 'c2d_type': 'resnet18', 'conv_type': 2, 'use_bn': 1}, 'load_weights': None, 'load_checkpoints': None, 'decode_mode': 'beam', 'ignore_weights': [], 'batch_size': 1, 'test_batch_size': 2, 'loss_weights': {'ConvCTC': 0.0, 'SeqCTC': 1.0, 'Dist': 0.0}, 'optimizer_args': {'optimizer': 'Adam', 'base_lr': 0.0001, 'step': [40, 60], 'learning_ratio': 1, 'weight_decay': 0.0001, 'start_epoch': 0, 'nesterov': False}, 'num_epoch': 80} [ Mon Dec 13 11:44:02 2021 ] Epoch: 0, Batch(0/5671) done. Loss: 223.81536865 lr:0.000100 [ Mon Dec 13 11:44:15 2021 ] Epoch: 0, Batch(50/5671) done. Loss: 35.61106110 lr:0.000100 [ Mon Dec 13 11:44:28 2021 ] Epoch: 0, Batch(100/5671) done. Loss: 108.43703461 lr:0.000100 [ Mon Dec 13 11:44:42 2021 ] Epoch: 0, Batch(150/5671) done. Loss: 91.36900330 lr:0.000100 [ Mon Dec 13 11:44:56 2021 ] Epoch: 0, Batch(200/5671) done. Loss: 44.31995773 lr:0.000100 [ Mon Dec 13 11:45:07 2021 ] Epoch: 0, Batch(250/5671) done. Loss: 40.86955261 lr:0.000100 [ Mon Dec 13 11:45:22 2021 ] Epoch: 0, Batch(300/5671) done. Loss: 37.21647644 lr:0.000100 [ Mon Dec 13 11:45:34 2021 ] Epoch: 0, Batch(350/5671) done. Loss: 58.27026367 lr:0.000100 [ Mon Dec 13 11:45:48 2021 ] Epoch: 0, Batch(400/5671) done. Loss: 17.74792480 lr:0.000100 [ Mon Dec 13 11:46:04 2021 ] Epoch: 0, Batch(450/5671) done. Loss: 58.07820892 lr:0.000100 [ Mon Dec 13 11:46:19 2021 ] Epoch: 0, Batch(500/5671) done. Loss: 49.11388397 lr:0.000100 [ Mon Dec 13 11:46:33 2021 ] Epoch: 0, Batch(550/5671) done. Loss: 64.71565247 lr:0.000100 [ Mon Dec 13 11:46:49 2021 ] Epoch: 0, Batch(600/5671) done. Loss: 46.59389496 lr:0.000100 [ Mon Dec 13 11:47:04 2021 ] Epoch: 0, Batch(650/5671) done. Loss: 57.47915268 lr:0.000100 [ Mon Dec 13 11:47:20 2021 ] Epoch: 0, Batch(700/5671) done. Loss: 77.58544922 lr:0.000100 [ Mon Dec 13 11:47:34 2021 ] Epoch: 0, Batch(750/5671) done. Loss: 55.47935104 lr:0.000100 [ Mon Dec 13 11:47:48 2021 ] Epoch: 0, Batch(800/5671) done. Loss: 52.09909821 lr:0.000100 [ Mon Dec 13 11:48:04 2021 ] Epoch: 0, Batch(850/5671) done. Loss: 55.48591995 lr:0.000100 [ Mon Dec 13 11:48:19 2021 ] Epoch: 0, Batch(900/5671) done. Loss: 52.78359222 lr:0.000100 [ Mon Dec 13 11:48:34 2021 ] Epoch: 0, Batch(950/5671) done. Loss: 56.22421646 lr:0.000100 [ Mon Dec 13 11:48:50 2021 ] Epoch: 0, Batch(1000/5671) done. Loss: 45.95204544 lr:0.000100 [ Mon Dec 13 11:49:05 2021 ] Epoch: 0, Batch(1050/5671) done. Loss: 60.42470169 lr:0.000100 [ Mon Dec 13 11:49:21 2021 ] Epoch: 0, Batch(1100/5671) done. Loss: 102.83084106 lr:0.000100 [ Mon Dec 13 11:49:37 2021 ] Epoch: 0, Batch(1150/5671) done. Loss: 73.76969910 lr:0.000100 [ Mon Dec 13 11:49:53 2021 ] Epoch: 0, Batch(1200/5671) done. Loss: 77.80435944 lr:0.000100 [ Mon Dec 13 11:50:07 2021 ] Epoch: 0, Batch(1250/5671) done. Loss: 96.89208221 lr:0.000100 [ Mon Dec 13 11:50:22 2021 ] Epoch: 0, Batch(1300/5671) done. Loss: 75.95893860 lr:0.000100 [ Mon Dec 13 11:50:36 2021 ] Epoch: 0, Batch(1350/5671) done. Loss: 50.71296310 lr:0.000100 [ Mon Dec 13 11:50:51 2021 ] Epoch: 0, Batch(1400/5671) done. Loss: 92.98873901 lr:0.000100 [ Mon Dec 13 11:51:07 2021 ] Epoch: 0, Batch(1450/5671) done. Loss: 52.69178009 lr:0.000100 [ Mon Dec 13 11:51:22 2021 ] Epoch: 0, Batch(1500/5671) done. Loss: 80.09445953 lr:0.000100 [ Mon Dec 13 11:51:39 2021 ] Epoch: 0, Batch(1550/5671) done. Loss: 93.51391602 lr:0.000100 [ Mon Dec 13 11:51:53 2021 ] Epoch: 0, Batch(1600/5671) done. Loss: 67.75910950 lr:0.000100 [ Mon Dec 13 11:52:09 2021 ] Epoch: 0, Batch(1650/5671) done. Loss: 43.81327820 lr:0.000100 [ Mon Dec 13 11:52:24 2021 ] Epoch: 0, Batch(1700/5671) done. Loss: 74.19084167 lr:0.000100 [ Mon Dec 13 11:52:40 2021 ] Epoch: 0, Batch(1750/5671) done. Loss: 91.91144562 lr:0.000100 [ Mon Dec 13 11:52:57 2021 ] Epoch: 0, Batch(1800/5671) done. Loss: 32.84725189 lr:0.000100 [ Mon Dec 13 11:53:12 2021 ] Epoch: 0, Batch(1850/5671) done. Loss: 47.75505066 lr:0.000100 [ Mon Dec 13 11:53:28 2021 ] Epoch: 0, Batch(1900/5671) done. Loss: 24.97669411 lr:0.000100 [ Mon Dec 13 11:53:44 2021 ] Epoch: 0, Batch(1950/5671) done. Loss: 79.25354767 lr:0.000100 [ Mon Dec 13 11:54:00 2021 ] Epoch: 0, Batch(2000/5671) done. Loss: 83.48972321 lr:0.000100 [ Mon Dec 13 11:54:17 2021 ] Epoch: 0, Batch(2050/5671) done. Loss: 57.23400497 lr:0.000100 [ Mon Dec 13 11:54:33 2021 ] Epoch: 0, Batch(2100/5671) done. Loss: 57.82822800 lr:0.000100 [ Mon Dec 13 11:54:48 2021 ] Epoch: 0, Batch(2150/5671) done. Loss: 79.12433624 lr:0.000100 [ Mon Dec 13 11:55:04 2021 ] Epoch: 0, Batch(2200/5671) done. Loss: 57.92215729 lr:0.000100 [ Mon Dec 13 11:55:19 2021 ] Epoch: 0, Batch(2250/5671) done. Loss: 42.16062164 lr:0.000100 [ Mon Dec 13 11:55:37 2021 ] Epoch: 0, Batch(2300/5671) done. Loss: 64.00569153 lr:0.000100 [ Mon Dec 13 11:55:51 2021 ] Epoch: 0, Batch(2350/5671) done. Loss: 69.67901611 lr:0.000100 [ Mon Dec 13 11:56:08 2021 ] Epoch: 0, Batch(2400/5671) done. Loss: 82.24765778 lr:0.000100 [ Mon Dec 13 11:56:24 2021 ] Epoch: 0, Batch(2450/5671) done. Loss: 68.44475555 lr:0.000100 [ Mon Dec 13 11:56:39 2021 ] Epoch: 0, Batch(2500/5671) done. Loss: 49.73185730 lr:0.000100 [ Mon Dec 13 11:56:56 2021 ] Epoch: 0, Batch(2550/5671) done. Loss: 54.75874710 lr:0.000100 [ Mon Dec 13 11:57:13 2021 ] Epoch: 0, Batch(2600/5671) done. Loss: 64.39952087 lr:0.000100 [ Mon Dec 13 11:57:30 2021 ] Epoch: 0, Batch(2650/5671) done. Loss: 51.08000946 lr:0.000100 [ Mon Dec 13 11:57:48 2021 ] Epoch: 0, Batch(2700/5671) done. Loss: 49.95077133 lr:0.000100 [ Mon Dec 13 11:58:03 2021 ] Epoch: 0, Batch(2750/5671) done. Loss: 57.86070251 lr:0.000100 [ Mon Dec 13 11:58:19 2021 ] Epoch: 0, Batch(2800/5671) done. Loss: 33.56426239 lr:0.000100 [ Mon Dec 13 11:58:34 2021 ] Epoch: 0, Batch(2850/5671) done. Loss: 48.23220825 lr:0.000100 [ Mon Dec 13 11:58:50 2021 ] Epoch: 0, Batch(2900/5671) done. Loss: 44.50482178 lr:0.000100 [ Mon Dec 13 11:59:07 2021 ] Epoch: 0, Batch(2950/5671) done. Loss: 87.18112183 lr:0.000100 [ Mon Dec 13 11:59:23 2021 ] Epoch: 0, Batch(3000/5671) done. Loss: 59.84278488 lr:0.000100 [ Mon Dec 13 11:59:39 2021 ] Epoch: 0, Batch(3050/5671) done. Loss: 49.81925583 lr:0.000100 [ Mon Dec 13 11:59:56 2021 ] Epoch: 0, Batch(3100/5671) done. Loss: 50.39337158 lr:0.000100 [ Mon Dec 13 12:00:12 2021 ] Epoch: 0, Batch(3150/5671) done. Loss: 31.78154755 lr:0.000100 [ Mon Dec 13 12:00:28 2021 ] Epoch: 0, Batch(3200/5671) done. Loss: 82.20127869 lr:0.000100 [ Mon Dec 13 12:00:45 2021 ] Epoch: 0, Batch(3250/5671) done. Loss: 60.51865768 lr:0.000100 [ Mon Dec 13 12:00:59 2021 ] Epoch: 0, Batch(3300/5671) done. Loss: 23.59741020 lr:0.000100 [ Mon Dec 13 12:01:17 2021 ] Epoch: 0, Batch(3350/5671) done. Loss: 56.94990921 lr:0.000100 [ Mon Dec 13 12:01:33 2021 ] Epoch: 0, Batch(3400/5671) done. Loss: 55.09862900 lr:0.000100 [ Mon Dec 13 12:01:50 2021 ] Epoch: 0, Batch(3450/5671) done. Loss: 48.65902710 lr:0.000100 [ Mon Dec 13 12:02:06 2021 ] Epoch: 0, Batch(3500/5671) done. Loss: 28.20775414 lr:0.000100 [ Mon Dec 13 12:02:22 2021 ] Epoch: 0, Batch(3550/5671) done. Loss: 36.29568100 lr:0.000100 [ Mon Dec 13 12:02:40 2021 ] Epoch: 0, Batch(3600/5671) done. Loss: 55.16026306 lr:0.000100 [ Mon Dec 13 12:02:55 2021 ] Epoch: 0, Batch(3650/5671) done. Loss: 51.57925415 lr:0.000100 [ Mon Dec 13 12:03:12 2021 ] Epoch: 0, Batch(3700/5671) done. Loss: 74.61195374 lr:0.000100 [ Mon Dec 13 12:03:28 2021 ] Epoch: 0, Batch(3750/5671) done. Loss: 54.62269974 lr:0.000100 [ Mon Dec 13 12:03:45 2021 ] Epoch: 0, Batch(3800/5671) done. Loss: 23.45633316 lr:0.000100 [ Mon Dec 13 12:04:01 2021 ] Epoch: 0, Batch(3850/5671) done. Loss: 55.18673325 lr:0.000100 [ Mon Dec 13 12:04:19 2021 ] Epoch: 0, Batch(3900/5671) done. Loss: 47.14593887 lr:0.000100 [ Mon Dec 13 12:04:35 2021 ] Epoch: 0, Batch(3950/5671) done. Loss: 82.84667969 lr:0.000100 [ Mon Dec 13 12:04:52 2021 ] Epoch: 0, Batch(4000/5671) done. Loss: 86.82702637 lr:0.000100 [ Mon Dec 13 12:05:09 2021 ] Epoch: 0, Batch(4050/5671) done. Loss: 52.73130035 lr:0.000100 [ Mon Dec 13 12:05:25 2021 ] Epoch: 0, Batch(4100/5671) done. Loss: 61.13517380 lr:0.000100 [ Mon Dec 13 12:05:42 2021 ] Epoch: 0, Batch(4150/5671) done. Loss: 57.67207336 lr:0.000100 [ Mon Dec 13 12:06:00 2021 ] Epoch: 0, Batch(4200/5671) done. Loss: 74.88856506 lr:0.000100 [ Mon Dec 13 12:06:16 2021 ] Epoch: 0, Batch(4250/5671) done. Loss: 27.76925087 lr:0.000100 [ Mon Dec 13 12:06:33 2021 ] Epoch: 0, Batch(4300/5671) done. Loss: 32.20036316 lr:0.000100 [ Mon Dec 13 12:06:50 2021 ] Epoch: 0, Batch(4350/5671) done. Loss: 35.95149231 lr:0.000100 [ Mon Dec 13 12:07:07 2021 ] Epoch: 0, Batch(4400/5671) done. Loss: 60.37564087 lr:0.000100 [ Mon Dec 13 12:07:23 2021 ] Epoch: 0, Batch(4450/5671) done. Loss: 74.19701385 lr:0.000100 [ Mon Dec 13 12:07:42 2021 ] Epoch: 0, Batch(4500/5671) done. Loss: 75.39274597 lr:0.000100 [ Mon Dec 13 12:07:58 2021 ] Epoch: 0, Batch(4550/5671) done. Loss: 54.67549896 lr:0.000100 [ Mon Dec 13 12:08:13 2021 ] Epoch: 0, Batch(4600/5671) done. Loss: 37.09710312 lr:0.000100 [ Mon Dec 13 12:08:31 2021 ] Epoch: 0, Batch(4650/5671) done. Loss: 49.56893158 lr:0.000100 [ Mon Dec 13 12:08:47 2021 ] Epoch: 0, Batch(4700/5671) done. Loss: 71.39789581 lr:0.000100 [ Mon Dec 13 12:09:03 2021 ] Epoch: 0, Batch(4750/5671) done. Loss: 12.88794231 lr:0.000100 [ Mon Dec 13 12:09:20 2021 ] Epoch: 0, Batch(4800/5671) done. Loss: 132.25926208 lr:0.000100 [ Mon Dec 13 12:09:38 2021 ] Epoch: 0, Batch(4850/5671) done. Loss: 44.34655380 lr:0.000100 [ Mon Dec 13 12:09:54 2021 ] Epoch: 0, Batch(4900/5671) done. Loss: 49.05905151 lr:0.000100 [ Mon Dec 13 12:10:10 2021 ] Epoch: 0, Batch(4950/5671) done. Loss: 45.25434494 lr:0.000100 [ Mon Dec 13 12:10:27 2021 ] Epoch: 0, Batch(5000/5671) done. Loss: 57.61592865 lr:0.000100 [ Mon Dec 13 12:10:44 2021 ] Epoch: 0, Batch(5050/5671) done. Loss: 90.95041656 lr:0.000100 [ Mon Dec 13 12:11:00 2021 ] Epoch: 0, Batch(5100/5671) done. Loss: 30.91368866 lr:0.000100 [ Mon Dec 13 12:11:17 2021 ] Epoch: 0, Batch(5150/5671) done. Loss: 65.76688385 lr:0.000100 [ Mon Dec 13 12:11:32 2021 ] Epoch: 0, Batch(5200/5671) done. Loss: 27.49115944 lr:0.000100 [ Mon Dec 13 12:11:50 2021 ] Epoch: 0, Batch(5250/5671) done. Loss: 76.70781708 lr:0.000100 [ Mon Dec 13 12:12:07 2021 ] Epoch: 0, Batch(5300/5671) done. Loss: 45.32006073 lr:0.000100 [ Mon Dec 13 12:12:23 2021 ] Epoch: 0, Batch(5350/5671) done. Loss: 33.89277267 lr:0.000100 [ Mon Dec 13 12:12:41 2021 ] Epoch: 0, Batch(5400/5671) done. Loss: 92.98224640 lr:0.000100 [ Mon Dec 13 12:12:58 2021 ] Epoch: 0, Batch(5450/5671) done. Loss: 48.58143234 lr:0.000100 [ Mon Dec 13 12:13:15 2021 ] Epoch: 0, Batch(5500/5671) done. Loss: 44.16952896 lr:0.000100 [ Mon Dec 13 12:13:32 2021 ] Epoch: 0, Batch(5550/5671) done. Loss: 67.36462402 lr:0.000100 [ Mon Dec 13 12:13:49 2021 ] Epoch: 0, Batch(5600/5671) done. Loss: 52.79914474 lr:0.000100 [ Mon Dec 13 12:14:07 2021 ] Epoch: 0, Batch(5650/5671) done. Loss: 49.15732956 lr:0.000100 [ Mon Dec 13 12:14:13 2021 ] Mean training loss: 57.5777742832. [ Mon Dec 13 12:15:16 2021 ] Dev WER: 89.30% [ Mon Dec 13 12:15:18 2021 ] Epoch: 1, Batch(0/5671) done. Loss: 35.73577881 lr:0.000100 [ Mon Dec 13 12:15:34 2021 ] Epoch: 1, Batch(50/5671) done. Loss: 54.38281250 lr:0.000100 [ Mon Dec 13 12:15:50 2021 ] Epoch: 1, Batch(100/5671) done. Loss: 68.86127472 lr:0.000100 [ Mon Dec 13 12:16:06 2021 ] Epoch: 1, Batch(150/5671) done. Loss: 46.25674438 lr:0.000100 [ Mon Dec 13 12:16:23 2021 ] Epoch: 1, Batch(200/5671) done. Loss: 40.70167923 lr:0.000100 [ Mon Dec 13 12:16:39 2021 ] Epoch: 1, Batch(250/5671) done. Loss: 57.66731262 lr:0.000100 [ Mon Dec 13 12:16:55 2021 ] Epoch: 1, Batch(300/5671) done. Loss: 80.62220001 lr:0.000100 [ Mon Dec 13 12:17:10 2021 ] Epoch: 1, Batch(350/5671) done. Loss: 47.96136856 lr:0.000100 [ Mon Dec 13 12:17:25 2021 ] Epoch: 1, Batch(400/5671) done. Loss: 44.18073654 lr:0.000100 [ Mon Dec 13 12:17:43 2021 ] Epoch: 1, Batch(450/5671) done. Loss: 81.68214417 lr:0.000100 [ Mon Dec 13 12:18:01 2021 ] Epoch: 1, Batch(500/5671) done. Loss: 91.88687134 lr:0.000100 [ Mon Dec 13 12:18:15 2021 ] Epoch: 1, Batch(550/5671) done. Loss: 29.66631317 lr:0.000100 [ Mon Dec 13 12:18:31 2021 ] Epoch: 1, Batch(600/5671) done. Loss: 58.99446487 lr:0.000100 [ Mon Dec 13 12:18:48 2021 ] Epoch: 1, Batch(650/5671) done. Loss: 19.87973404 lr:0.000100 [ Mon Dec 13 12:19:05 2021 ] Epoch: 1, Batch(700/5671) done. Loss: 44.30208969 lr:0.000100 [ Mon Dec 13 12:19:22 2021 ] Epoch: 1, Batch(750/5671) done. Loss: 64.78340912 lr:0.000100 [ Mon Dec 13 12:19:38 2021 ] Epoch: 1, Batch(800/5671) done. Loss: 68.27634430 lr:0.000100 [ Mon Dec 13 12:19:53 2021 ] Epoch: 1, Batch(850/5671) done. Loss: 75.06718445 lr:0.000100 [ Mon Dec 13 12:20:08 2021 ] Epoch: 1, Batch(900/5671) done. Loss: 17.99946976 lr:0.000100 [ Mon Dec 13 12:20:24 2021 ] Epoch: 1, Batch(950/5671) done. Loss: 94.41844177 lr:0.000100 [ Mon Dec 13 12:20:40 2021 ] Epoch: 1, Batch(1000/5671) done. Loss: 49.56243515 lr:0.000100 [ Mon Dec 13 12:20:57 2021 ] Epoch: 1, Batch(1050/5671) done. Loss: 67.62841797 lr:0.000100 [ Mon Dec 13 12:21:14 2021 ] Epoch: 1, Batch(1100/5671) done. Loss: 102.67250061 lr:0.000100 [ Mon Dec 13 12:21:30 2021 ] Epoch: 1, Batch(1150/5671) done. Loss: 70.15833282 lr:0.000100 [ Mon Dec 13 12:21:48 2021 ] Epoch: 1, Batch(1200/5671) done. Loss: 32.35205460 lr:0.000100 [ Mon Dec 13 12:22:02 2021 ] Epoch: 1, Batch(1250/5671) done. Loss: 19.23193169 lr:0.000100 [ Mon Dec 13 12:22:17 2021 ] Epoch: 1, Batch(1300/5671) done. Loss: 41.68115997 lr:0.000100 [ Mon Dec 13 12:22:34 2021 ] Epoch: 1, Batch(1350/5671) done. Loss: 62.11840820 lr:0.000100 [ Mon Dec 13 12:22:49 2021 ] Epoch: 1, Batch(1400/5671) done. Loss: 92.60283661 lr:0.000100 [ Mon Dec 13 12:23:05 2021 ] Epoch: 1, Batch(1450/5671) done. Loss: 63.28252411 lr:0.000100 [ Mon Dec 13 12:23:22 2021 ] Epoch: 1, Batch(1500/5671) done. Loss: 23.83500671 lr:0.000100 [ Mon Dec 13 12:23:39 2021 ] Epoch: 1, Batch(1550/5671) done. Loss: 24.17103004 lr:0.000100 [ Mon Dec 13 12:23:54 2021 ] Epoch: 1, Batch(1600/5671) done. Loss: 73.09681702 lr:0.000100 [ Mon Dec 13 12:24:09 2021 ] Epoch: 1, Batch(1650/5671) done. Loss: 25.56296921 lr:0.000100 [ Mon Dec 13 12:24:24 2021 ] Epoch: 1, Batch(1700/5671) done. Loss: 60.41038895 lr:0.000100 [ Mon Dec 13 12:24:40 2021 ] Epoch: 1, Batch(1750/5671) done. Loss: 71.84441376 lr:0.000100 [ Mon Dec 13 12:24:57 2021 ] Epoch: 1, Batch(1800/5671) done. Loss: 63.68096542 lr:0.000100 [ Mon Dec 13 12:25:13 2021 ] Epoch: 1, Batch(1850/5671) done. Loss: 77.26062012 lr:0.000100 [ Mon Dec 13 12:25:29 2021 ] Epoch: 1, Batch(1900/5671) done. Loss: 40.92018509 lr:0.000100 [ Mon Dec 13 12:25:46 2021 ] Epoch: 1, Batch(1950/5671) done. Loss: 16.28367043 lr:0.000100 [ Mon Dec 13 12:26:02 2021 ] Epoch: 1, Batch(2000/5671) done. Loss: 64.03405762 lr:0.000100 [ Mon Dec 13 12:26:18 2021 ] Epoch: 1, Batch(2050/5671) done. Loss: 87.84725952 lr:0.000100 [ Mon Dec 13 12:26:36 2021 ] Epoch: 1, Batch(2100/5671) done. Loss: 61.21408463 lr:0.000100 [ Mon Dec 13 12:26:50 2021 ] Epoch: 1, Batch(2150/5671) done. Loss: 82.12650299 lr:0.000100 [ Mon Dec 13 12:27:07 2021 ] Epoch: 1, Batch(2200/5671) done. Loss: 58.76000214 lr:0.000100 [ Mon Dec 13 12:27:23 2021 ] Epoch: 1, Batch(2250/5671) done. Loss: 41.50728607 lr:0.000100 [ Mon Dec 13 12:27:40 2021 ] Epoch: 1, Batch(2300/5671) done. Loss: 62.10340118 lr:0.000100 [ Mon Dec 13 12:27:55 2021 ] Epoch: 1, Batch(2350/5671) done. Loss: 43.01583862 lr:0.000100 [ Mon Dec 13 12:28:11 2021 ] Epoch: 1, Batch(2400/5671) done. Loss: 53.23134613 lr:0.000100 [ Mon Dec 13 12:28:26 2021 ] Epoch: 1, Batch(2450/5671) done. Loss: 65.40877533 lr:0.000100 [ Mon Dec 13 12:28:43 2021 ] Epoch: 1, Batch(2500/5671) done. Loss: 49.63849258 lr:0.000100 [ Mon Dec 13 12:28:59 2021 ] Epoch: 1, Batch(2550/5671) done. Loss: 18.69905281 lr:0.000100 [ Mon Dec 13 12:29:16 2021 ] Epoch: 1, Batch(2600/5671) done. Loss: 60.42315674 lr:0.000100 [ Mon Dec 13 12:29:33 2021 ] Epoch: 1, Batch(2650/5671) done. Loss: 64.43100739 lr:0.000100 [ Mon Dec 13 12:29:50 2021 ] Epoch: 1, Batch(2700/5671) done. Loss: 66.86866760 lr:0.000100 [ Mon Dec 13 12:30:06 2021 ] Epoch: 1, Batch(2750/5671) done. Loss: 38.51470947 lr:0.000100 [ Mon Dec 13 12:30:20 2021 ] Epoch: 1, Batch(2800/5671) done. Loss: 39.93416214 lr:0.000100 [ Mon Dec 13 12:30:36 2021 ] Epoch: 1, Batch(2850/5671) done. Loss: 49.90339661 lr:0.000100 [ Mon Dec 13 12:30:52 2021 ] Epoch: 1, Batch(2900/5671) done. Loss: 20.76761818 lr:0.000100 [ Mon Dec 13 12:31:08 2021 ] Epoch: 1, Batch(2950/5671) done. Loss: 79.99977875 lr:0.000100 [ Mon Dec 13 12:31:23 2021 ] Epoch: 1, Batch(3000/5671) done. Loss: 47.27766418 lr:0.000100 [ Mon Dec 13 12:31:38 2021 ] Epoch: 1, Batch(3050/5671) done. Loss: 44.21459961 lr:0.000100 [ Mon Dec 13 12:31:55 2021 ] Epoch: 1, Batch(3100/5671) done. Loss: 58.43814850 lr:0.000100 [ Mon Dec 13 12:32:12 2021 ] Epoch: 1, Batch(3150/5671) done. Loss: 59.50690460 lr:0.000100 [ Mon Dec 13 12:32:27 2021 ] Epoch: 1, Batch(3200/5671) done. Loss: 31.68774033 lr:0.000100 [ Mon Dec 13 12:32:43 2021 ] Epoch: 1, Batch(3250/5671) done. Loss: 56.26733398 lr:0.000100 [ Mon Dec 13 12:32:58 2021 ] Epoch: 1, Batch(3300/5671) done. Loss: 48.98194504 lr:0.000100 [ Mon Dec 13 12:33:16 2021 ] Epoch: 1, Batch(3350/5671) done. Loss: 68.27955627 lr:0.000100 [ Mon Dec 13 12:33:31 2021 ] Epoch: 1, Batch(3400/5671) done. Loss: 51.91999054 lr:0.000100 [ Mon Dec 13 12:33:48 2021 ] Epoch: 1, Batch(3450/5671) done. Loss: 32.81626511 lr:0.000100 [ Mon Dec 13 12:34:03 2021 ] Epoch: 1, Batch(3500/5671) done. Loss: 38.67594528 lr:0.000100 [ Mon Dec 13 12:34:19 2021 ] Epoch: 1, Batch(3550/5671) done. Loss: 26.01220703 lr:0.000100 [ Mon Dec 13 12:34:37 2021 ] Epoch: 1, Batch(3600/5671) done. Loss: 79.98320007 lr:0.000100 [ Mon Dec 13 12:34:52 2021 ] Epoch: 1, Batch(3650/5671) done. Loss: 60.76032257 lr:0.000100 [ Mon Dec 13 12:35:08 2021 ] Epoch: 1, Batch(3700/5671) done. Loss: 41.50343323 lr:0.000100 [ Mon Dec 13 12:35:23 2021 ] Epoch: 1, Batch(3750/5671) done. Loss: 54.47711563 lr:0.000100 [ Mon Dec 13 12:35:39 2021 ] Epoch: 1, Batch(3800/5671) done. Loss: 27.19044495 lr:0.000100 [ Mon Dec 13 12:35:55 2021 ] Epoch: 1, Batch(3850/5671) done. Loss: 67.59144592 lr:0.000100 [ Mon Dec 13 12:36:11 2021 ] Epoch: 1, Batch(3900/5671) done. Loss: 29.61262894 lr:0.000100 [ Mon Dec 13 12:36:27 2021 ] Epoch: 1, Batch(3950/5671) done. Loss: 48.05878067 lr:0.000100 [ Mon Dec 13 12:36:42 2021 ] Epoch: 1, Batch(4000/5671) done. Loss: 19.93446732 lr:0.000100 [ Mon Dec 13 12:36:57 2021 ] Epoch: 1, Batch(4050/5671) done. Loss: 69.01858521 lr:0.000100 [ Mon Dec 13 12:37:14 2021 ] Epoch: 1, Batch(4100/5671) done. Loss: 55.63595963 lr:0.000100 [ Mon Dec 13 12:37:29 2021 ] Epoch: 1, Batch(4150/5671) done. Loss: 47.64200974 lr:0.000100 [ Mon Dec 13 12:37:45 2021 ] Epoch: 1, Batch(4200/5671) done. Loss: 85.87219238 lr:0.000100 [ Mon Dec 13 12:38:01 2021 ] Epoch: 1, Batch(4250/5671) done. Loss: 13.57774830 lr:0.000100 [ Mon Dec 13 12:38:17 2021 ] Epoch: 1, Batch(4300/5671) done. Loss: 42.86495972 lr:0.000100 [ Mon Dec 13 12:38:33 2021 ] Epoch: 1, Batch(4350/5671) done. Loss: 47.25289154 lr:0.000100 [ Mon Dec 13 12:38:50 2021 ] Epoch: 1, Batch(4400/5671) done. Loss: 31.43992805 lr:0.000100 [ Mon Dec 13 12:39:06 2021 ] Epoch: 1, Batch(4450/5671) done. Loss: 38.23981094 lr:0.000100 [ Mon Dec 13 12:39:21 2021 ] Epoch: 1, Batch(4500/5671) done. Loss: 13.71462059 lr:0.000100 [ Mon Dec 13 12:39:37 2021 ] Epoch: 1, Batch(4550/5671) done. Loss: 67.72886658 lr:0.000100 [ Mon Dec 13 12:39:52 2021 ] Epoch: 1, Batch(4600/5671) done. Loss: 33.59650421 lr:0.000100 [ Mon Dec 13 12:40:07 2021 ] Epoch: 1, Batch(4650/5671) done. Loss: 14.66893196 lr:0.000100 [ Mon Dec 13 12:40:23 2021 ] Epoch: 1, Batch(4700/5671) done. Loss: 69.13036346 lr:0.000100 [ Mon Dec 13 12:40:39 2021 ] Epoch: 1, Batch(4750/5671) done. Loss: 47.25558090 lr:0.000100 [ Mon Dec 13 12:40:55 2021 ] Epoch: 1, Batch(4800/5671) done. Loss: 63.72901917 lr:0.000100 [ Mon Dec 13 12:41:12 2021 ] Epoch: 1, Batch(4850/5671) done. Loss: 51.28849792 lr:0.000100 [ Mon Dec 13 12:41:27 2021 ] Epoch: 1, Batch(4900/5671) done. Loss: 80.92733765 lr:0.000100 [ Mon Dec 13 12:41:42 2021 ] Epoch: 1, Batch(4950/5671) done. Loss: 73.16640472 lr:0.000100 [ Mon Dec 13 12:41:59 2021 ] Epoch: 1, Batch(5000/5671) done. Loss: 41.13022232 lr:0.000100 [ Mon Dec 13 12:42:15 2021 ] Epoch: 1, Batch(5050/5671) done. Loss: 24.54367638 lr:0.000100 [ Mon Dec 13 12:42:32 2021 ] Epoch: 1, Batch(5100/5671) done. Loss: 87.12213898 lr:0.000100 [ Mon Dec 13 12:42:48 2021 ] Epoch: 1, Batch(5150/5671) done. Loss: 19.08648300 lr:0.000100 [ Mon Dec 13 12:43:03 2021 ] Epoch: 1, Batch(5200/5671) done. Loss: 46.32115173 lr:0.000100 [ Mon Dec 13 12:43:19 2021 ] Epoch: 1, Batch(5250/5671) done. Loss: 26.14341354 lr:0.000100 [ Mon Dec 13 12:43:35 2021 ] Epoch: 1, Batch(5300/5671) done. Loss: 53.82529831 lr:0.000100 [ Mon Dec 13 12:43:52 2021 ] Epoch: 1, Batch(5350/5671) done. Loss: 14.20901299 lr:0.000100 [ Mon Dec 13 12:44:07 2021 ] Epoch: 1, Batch(5400/5671) done. Loss: 31.13047028 lr:0.000100 [ Mon Dec 13 12:44:23 2021 ] Epoch: 1, Batch(5450/5671) done. Loss: 34.32146835 lr:0.000100 [ Mon Dec 13 12:44:39 2021 ] Epoch: 1, Batch(5500/5671) done. Loss: 46.02087784 lr:0.000100 [ Mon Dec 13 12:44:55 2021 ] Epoch: 1, Batch(5550/5671) done. Loss: 37.36816406 lr:0.000100 [ Mon Dec 13 12:45:12 2021 ] Epoch: 1, Batch(5600/5671) done. Loss: 23.56565666 lr:0.000100 [ Mon Dec 13 12:45:28 2021 ] Epoch: 1, Batch(5650/5671) done. Loss: 50.76428986 lr:0.000100 [ Mon Dec 13 12:45:33 2021 ] Mean training loss: 49.3825668636. [ Mon Dec 13 12:46:36 2021 ] Dev WER: 84.40% [ Mon Dec 13 12:46:37 2021 ] Epoch: 2, Batch(0/5671) done. Loss: 49.80908966 lr:0.000100 [ Mon Dec 13 12:46:52 2021 ] Epoch: 2, Batch(50/5671) done. Loss: 59.24734497 lr:0.000100 [ Mon Dec 13 12:47:08 2021 ] Epoch: 2, Batch(100/5671) done. Loss: 24.46557236 lr:0.000100 [ Mon Dec 13 12:47:23 2021 ] Epoch: 2, Batch(150/5671) done. Loss: 48.81208038 lr:0.000100 [ Mon Dec 13 12:47:38 2021 ] Epoch: 2, Batch(200/5671) done. Loss: 30.83198357 lr:0.000100 [ Mon Dec 13 12:47:53 2021 ] Epoch: 2, Batch(250/5671) done. Loss: 62.55883026 lr:0.000100 [ Mon Dec 13 12:48:10 2021 ] Epoch: 2, Batch(300/5671) done. Loss: 61.81771088 lr:0.000100 [ Mon Dec 13 12:48:24 2021 ] Epoch: 2, Batch(350/5671) done. Loss: 68.93951416 lr:0.000100 [ Mon Dec 13 12:48:41 2021 ] Epoch: 2, Batch(400/5671) done. Loss: 42.50619507 lr:0.000100 [ Mon Dec 13 12:48:57 2021 ] Epoch: 2, Batch(450/5671) done. Loss: 74.67990875 lr:0.000100 [ Mon Dec 13 12:49:15 2021 ] Epoch: 2, Batch(500/5671) done. Loss: 30.51614952 lr:0.000100 [ Mon Dec 13 12:49:30 2021 ] Epoch: 2, Batch(550/5671) done. Loss: 48.57236099 lr:0.000100 [ Mon Dec 13 12:49:48 2021 ] Epoch: 2, Batch(600/5671) done. Loss: 46.63617706 lr:0.000100 [ Mon Dec 13 12:50:05 2021 ] Epoch: 2, Batch(650/5671) done. Loss: 96.64066315 lr:0.000100 [ Mon Dec 13 12:50:22 2021 ] Epoch: 2, Batch(700/5671) done. Loss: 61.67873383 lr:0.000100 [ Mon Dec 13 12:50:38 2021 ] Epoch: 2, Batch(750/5671) done. Loss: 16.74838066 lr:0.000100 [ Mon Dec 13 12:50:54 2021 ] Epoch: 2, Batch(800/5671) done. Loss: 38.34078979 lr:0.000100 [ Mon Dec 13 12:51:11 2021 ] Epoch: 2, Batch(850/5671) done. Loss: 61.13760376 lr:0.000100 [ Mon Dec 13 12:51:28 2021 ] Epoch: 2, Batch(900/5671) done. Loss: 45.72150040 lr:0.000100 [ Mon Dec 13 12:51:43 2021 ] Epoch: 2, Batch(950/5671) done. Loss: 31.26725578 lr:0.000100 [ Mon Dec 13 12:51:59 2021 ] Epoch: 2, Batch(1000/5671) done. Loss: 28.78267860 lr:0.000100 [ Mon Dec 13 12:52:15 2021 ] Epoch: 2, Batch(1050/5671) done. Loss: 43.80374908 lr:0.000100 [ Mon Dec 13 12:52:32 2021 ] Epoch: 2, Batch(1100/5671) done. Loss: 56.64450455 lr:0.000100 [ Mon Dec 13 12:52:50 2021 ] Epoch: 2, Batch(1150/5671) done. Loss: 34.74137115 lr:0.000100 [ Mon Dec 13 12:53:06 2021 ] Epoch: 2, Batch(1200/5671) done. Loss: 30.41579628 lr:0.000100 [ Mon Dec 13 12:53:23 2021 ] Epoch: 2, Batch(1250/5671) done. Loss: 35.45161057 lr:0.000100 [ Mon Dec 13 12:53:39 2021 ] Epoch: 2, Batch(1300/5671) done. Loss: 61.49117661 lr:0.000100 [ Mon Dec 13 12:53:55 2021 ] Epoch: 2, Batch(1350/5671) done. Loss: 60.23044205 lr:0.000100 [ Mon Dec 13 12:54:11 2021 ] Epoch: 2, Batch(1400/5671) done. Loss: 71.99282837 lr:0.000100 [ Mon Dec 13 12:54:27 2021 ] Epoch: 2, Batch(1450/5671) done. Loss: 27.48295403 lr:0.000100 [ Mon Dec 13 12:54:45 2021 ] Epoch: 2, Batch(1500/5671) done. Loss: 48.32973099 lr:0.000100 [ Mon Dec 13 12:55:02 2021 ] Epoch: 2, Batch(1550/5671) done. Loss: 49.04828644 lr:0.000100 [ Mon Dec 13 12:55:18 2021 ] Epoch: 2, Batch(1600/5671) done. Loss: 40.23309708 lr:0.000100 [ Mon Dec 13 12:55:34 2021 ] Epoch: 2, Batch(1650/5671) done. Loss: 10.82870197 lr:0.000100 [ Mon Dec 13 12:55:50 2021 ] Epoch: 2, Batch(1700/5671) done. Loss: 30.17500496 lr:0.000100 [ Mon Dec 13 12:56:07 2021 ] Epoch: 2, Batch(1750/5671) done. Loss: 30.23954773 lr:0.000100 [ Mon Dec 13 12:56:25 2021 ] Epoch: 2, Batch(1800/5671) done. Loss: 45.82162857 lr:0.000100 [ Mon Dec 13 12:56:41 2021 ] Epoch: 2, Batch(1850/5671) done. Loss: 40.73627853 lr:0.000100 [ Mon Dec 13 12:56:58 2021 ] Epoch: 2, Batch(1900/5671) done. Loss: 62.20566940 lr:0.000100 [ Mon Dec 13 12:57:15 2021 ] Epoch: 2, Batch(1950/5671) done. Loss: 37.35568237 lr:0.000100 [ Mon Dec 13 12:57:32 2021 ] Epoch: 2, Batch(2000/5671) done. Loss: 19.02709198 lr:0.000100 [ Mon Dec 13 12:57:47 2021 ] Epoch: 2, Batch(2050/5671) done. Loss: 50.12944794 lr:0.000100 [ Mon Dec 13 12:58:03 2021 ] Epoch: 2, Batch(2100/5671) done. Loss: 17.97619820 lr:0.000100 [ Mon Dec 13 12:58:18 2021 ] Epoch: 2, Batch(2150/5671) done. Loss: 68.37280273 lr:0.000100 [ Mon Dec 13 12:58:36 2021 ] Epoch: 2, Batch(2200/5671) done. Loss: 10.86702919 lr:0.000100 [ Mon Dec 13 12:58:53 2021 ] Epoch: 2, Batch(2250/5671) done. Loss: 54.17948532 lr:0.000100 [ Mon Dec 13 12:59:11 2021 ] Epoch: 2, Batch(2300/5671) done. Loss: 38.58047104 lr:0.000100 [ Mon Dec 13 12:59:27 2021 ] Epoch: 2, Batch(2350/5671) done. Loss: 49.88221741 lr:0.000100 [ Mon Dec 13 12:59:43 2021 ] Epoch: 2, Batch(2400/5671) done. Loss: 70.76114655 lr:0.000100 [ Mon Dec 13 13:00:00 2021 ] Epoch: 2, Batch(2450/5671) done. Loss: 35.14451981 lr:0.000100 [ Mon Dec 13 13:00:18 2021 ] Epoch: 2, Batch(2500/5671) done. Loss: 76.11064911 lr:0.000100 [ Mon Dec 13 13:00:35 2021 ] Epoch: 2, Batch(2550/5671) done. Loss: 72.07840729 lr:0.000100 [ Mon Dec 13 13:00:52 2021 ] Epoch: 2, Batch(2600/5671) done. Loss: 40.77803421 lr:0.000100 [ Mon Dec 13 13:01:08 2021 ] Epoch: 2, Batch(2650/5671) done. Loss: 67.98651123 lr:0.000100 [ Mon Dec 13 13:01:24 2021 ] Epoch: 2, Batch(2700/5671) done. Loss: 35.56282043 lr:0.000100 [ Mon Dec 13 13:01:39 2021 ] Epoch: 2, Batch(2750/5671) done. Loss: 63.07731247 lr:0.000100 [ Mon Dec 13 13:01:55 2021 ] Epoch: 2, Batch(2800/5671) done. Loss: 29.05271339 lr:0.000100 [ Mon Dec 13 13:02:11 2021 ] Epoch: 2, Batch(2850/5671) done. Loss: 63.18549728 lr:0.000100 [ Mon Dec 13 13:02:27 2021 ] Epoch: 2, Batch(2900/5671) done. Loss: 56.36244965 lr:0.000100 [ Mon Dec 13 13:02:44 2021 ] Epoch: 2, Batch(2950/5671) done. Loss: 30.62369347 lr:0.000100 [ Mon Dec 13 13:03:00 2021 ] Epoch: 2, Batch(3000/5671) done. Loss: 54.02282715 lr:0.000100 [ Mon Dec 13 13:03:17 2021 ] Epoch: 2, Batch(3050/5671) done. Loss: 34.84395218 lr:0.000100 [ Mon Dec 13 13:03:33 2021 ] Epoch: 2, Batch(3100/5671) done. Loss: 29.12891197 lr:0.000100 [ Mon Dec 13 13:03:50 2021 ] Epoch: 2, Batch(3150/5671) done. Loss: 33.08788300 lr:0.000100 [ Mon Dec 13 13:04:05 2021 ] Epoch: 2, Batch(3200/5671) done. Loss: 49.18254471 lr:0.000100 [ Mon Dec 13 13:04:22 2021 ] Epoch: 2, Batch(3250/5671) done. Loss: 10.96326542 lr:0.000100 [ Mon Dec 13 13:04:36 2021 ] Epoch: 2, Batch(3300/5671) done. Loss: 35.39938736 lr:0.000100 [ Mon Dec 13 13:04:52 2021 ] Epoch: 2, Batch(3350/5671) done. Loss: 31.85589790 lr:0.000100 [ Mon Dec 13 13:05:08 2021 ] Epoch: 2, Batch(3400/5671) done. Loss: 28.01679611 lr:0.000100 [ Mon Dec 13 13:05:24 2021 ] Epoch: 2, Batch(3450/5671) done. Loss: 23.42789650 lr:0.000100 [ Mon Dec 13 13:05:40 2021 ] Epoch: 2, Batch(3500/5671) done. Loss: 36.26663589 lr:0.000100 [ Mon Dec 13 13:05:57 2021 ] Epoch: 2, Batch(3550/5671) done. Loss: 20.29330063 lr:0.000100 [ Mon Dec 13 13:06:11 2021 ] Epoch: 2, Batch(3600/5671) done. Loss: 19.17718887 lr:0.000100 [ Mon Dec 13 13:06:26 2021 ] Epoch: 2, Batch(3650/5671) done. Loss: 30.15954781 lr:0.000100 [ Mon Dec 13 13:06:42 2021 ] Epoch: 2, Batch(3700/5671) done. Loss: 24.61291504 lr:0.000100 [ Mon Dec 13 13:06:58 2021 ] Epoch: 2, Batch(3750/5671) done. Loss: 19.86646271 lr:0.000100 [ Mon Dec 13 13:07:14 2021 ] Epoch: 2, Batch(3800/5671) done. Loss: 67.58798981 lr:0.000100 [ Mon Dec 13 13:07:31 2021 ] Epoch: 2, Batch(3850/5671) done. Loss: 47.40918350 lr:0.000100 [ Mon Dec 13 13:07:47 2021 ] Epoch: 2, Batch(3900/5671) done. Loss: 55.24201202 lr:0.000100 [ Mon Dec 13 13:08:04 2021 ] Epoch: 2, Batch(3950/5671) done. Loss: 47.76676941 lr:0.000100 [ Mon Dec 13 13:08:19 2021 ] Epoch: 2, Batch(4000/5671) done. Loss: 65.90616608 lr:0.000100 [ Mon Dec 13 13:08:35 2021 ] Epoch: 2, Batch(4050/5671) done. Loss: 51.23947525 lr:0.000100 [ Mon Dec 13 13:08:52 2021 ] Epoch: 2, Batch(4100/5671) done. Loss: 53.70034790 lr:0.000100 [ Mon Dec 13 13:09:08 2021 ] Epoch: 2, Batch(4150/5671) done. Loss: 40.37207413 lr:0.000100 [ Mon Dec 13 13:09:24 2021 ] Epoch: 2, Batch(4200/5671) done. Loss: 42.48669815 lr:0.000100 [ Mon Dec 13 13:09:39 2021 ] Epoch: 2, Batch(4250/5671) done. Loss: 38.04264450 lr:0.000100 [ Mon Dec 13 13:09:55 2021 ] Epoch: 2, Batch(4300/5671) done. Loss: 5.29090309 lr:0.000100 [ Mon Dec 13 13:10:11 2021 ] Epoch: 2, Batch(4350/5671) done. Loss: 72.79916382 lr:0.000100 [ Mon Dec 13 13:10:27 2021 ] Epoch: 2, Batch(4400/5671) done. Loss: 40.02157593 lr:0.000100 [ Mon Dec 13 13:10:43 2021 ] Epoch: 2, Batch(4450/5671) done. Loss: 25.78246307 lr:0.000100 [ Mon Dec 13 13:10:59 2021 ] Epoch: 2, Batch(4500/5671) done. Loss: 52.11437225 lr:0.000100 [ Mon Dec 13 13:11:14 2021 ] Epoch: 2, Batch(4550/5671) done. Loss: 7.78355598 lr:0.000100 [ Mon Dec 13 13:11:30 2021 ] Epoch: 2, Batch(4600/5671) done. Loss: 57.40058136 lr:0.000100 [ Mon Dec 13 13:11:45 2021 ] Epoch: 2, Batch(4650/5671) done. Loss: 53.25421906 lr:0.000100 [ Mon Dec 13 13:12:03 2021 ] Epoch: 2, Batch(4700/5671) done. Loss: 69.03419495 lr:0.000100 [ Mon Dec 13 13:12:19 2021 ] Epoch: 2, Batch(4750/5671) done. Loss: 20.94800186 lr:0.000100 [ Mon Dec 13 13:12:36 2021 ] Epoch: 2, Batch(4800/5671) done. Loss: 32.26445770 lr:0.000100 [ Mon Dec 13 13:12:53 2021 ] Epoch: 2, Batch(4850/5671) done. Loss: 42.02405167 lr:0.000100 [ Mon Dec 13 13:13:10 2021 ] Epoch: 2, Batch(4900/5671) done. Loss: 51.08604431 lr:0.000100 [ Mon Dec 13 13:13:25 2021 ] Epoch: 2, Batch(4950/5671) done. Loss: 40.82551956 lr:0.000100 [ Mon Dec 13 13:13:42 2021 ] Epoch: 2, Batch(5000/5671) done. Loss: 14.15227032 lr:0.000100 [ Mon Dec 13 13:13:58 2021 ] Epoch: 2, Batch(5050/5671) done. Loss: 29.11223793 lr:0.000100 [ Mon Dec 13 13:14:14 2021 ] Epoch: 2, Batch(5100/5671) done. Loss: 43.33433914 lr:0.000100 [ Mon Dec 13 13:14:30 2021 ] Epoch: 2, Batch(5150/5671) done. Loss: 48.55715179 lr:0.000100 [ Mon Dec 13 13:14:45 2021 ] Epoch: 2, Batch(5200/5671) done. Loss: 11.97533894 lr:0.000100 [ Mon Dec 13 13:15:01 2021 ] Epoch: 2, Batch(5250/5671) done. Loss: 41.68813705 lr:0.000100 [ Mon Dec 13 13:15:18 2021 ] Epoch: 2, Batch(5300/5671) done. Loss: 81.87963867 lr:0.000100 [ Mon Dec 13 13:15:35 2021 ] Epoch: 2, Batch(5350/5671) done. Loss: 47.52329254 lr:0.000100 [ Mon Dec 13 13:15:51 2021 ] Epoch: 2, Batch(5400/5671) done. Loss: 25.15344048 lr:0.000100 [ Mon Dec 13 13:16:08 2021 ] Epoch: 2, Batch(5450/5671) done. Loss: 31.96734619 lr:0.000100 [ Mon Dec 13 13:16:23 2021 ] Epoch: 2, Batch(5500/5671) done. Loss: 72.76878357 lr:0.000100 [ Mon Dec 13 13:16:39 2021 ] Epoch: 2, Batch(5550/5671) done. Loss: 9.24929047 lr:0.000100 [ Mon Dec 13 13:16:55 2021 ] Epoch: 2, Batch(5600/5671) done. Loss: 45.86118317 lr:0.000100 [ Mon Dec 13 13:17:11 2021 ] Epoch: 2, Batch(5650/5671) done. Loss: 92.54288483 lr:0.000100 [ Mon Dec 13 13:17:17 2021 ] Mean training loss: 42.3175113166. [ Mon Dec 13 13:18:20 2021 ] Dev WER: 69.00% [ Mon Dec 13 13:18:21 2021 ] Epoch: 3, Batch(0/5671) done. Loss: 42.73796082 lr:0.000100 [ Mon Dec 13 13:18:36 2021 ] Epoch: 3, Batch(50/5671) done. Loss: 17.08932877 lr:0.000100 [ Mon Dec 13 13:18:52 2021 ] Epoch: 3, Batch(100/5671) done. Loss: 76.59181213 lr:0.000100 [ Mon Dec 13 13:19:08 2021 ] Epoch: 3, Batch(150/5671) done. Loss: 40.72995377 lr:0.000100 [ Mon Dec 13 13:19:24 2021 ] Epoch: 3, Batch(200/5671) done. Loss: 28.91991806 lr:0.000100 [ Mon Dec 13 13:19:39 2021 ] Epoch: 3, Batch(250/5671) done. Loss: 11.84429455 lr:0.000100 [ Mon Dec 13 13:19:57 2021 ] Epoch: 3, Batch(300/5671) done. Loss: 10.00236320 lr:0.000100 [ Mon Dec 13 13:20:13 2021 ] Epoch: 3, Batch(350/5671) done. Loss: 54.98656082 lr:0.000100 [ Mon Dec 13 13:20:30 2021 ] Epoch: 3, Batch(400/5671) done. Loss: 51.21198654 lr:0.000100 [ Mon Dec 13 13:20:47 2021 ] Epoch: 3, Batch(450/5671) done. Loss: 36.46117401 lr:0.000100 [ Mon Dec 13 13:21:06 2021 ] Epoch: 3, Batch(500/5671) done. Loss: 19.20221138 lr:0.000100 [ Mon Dec 13 13:21:22 2021 ] Epoch: 3, Batch(550/5671) done. Loss: 27.90797234 lr:0.000100 [ Mon Dec 13 13:21:40 2021 ] Epoch: 3, Batch(600/5671) done. Loss: 29.60121346 lr:0.000100 [ Mon Dec 13 13:21:56 2021 ] Epoch: 3, Batch(650/5671) done. Loss: 51.55596161 lr:0.000100 [ Mon Dec 13 13:22:14 2021 ] Epoch: 3, Batch(700/5671) done. Loss: 49.86489105 lr:0.000100 [ Mon Dec 13 13:22:30 2021 ] Epoch: 3, Batch(750/5671) done. Loss: 42.50911713 lr:0.000100 [ Mon Dec 13 13:22:46 2021 ] Epoch: 3, Batch(800/5671) done. Loss: 34.86891937 lr:0.000100 [ Mon Dec 13 13:23:02 2021 ] Epoch: 3, Batch(850/5671) done. Loss: 40.41244507 lr:0.000100 [ Mon Dec 13 13:23:19 2021 ] Epoch: 3, Batch(900/5671) done. Loss: 87.47057343 lr:0.000100 [ Mon Dec 13 13:23:36 2021 ] Epoch: 3, Batch(950/5671) done. Loss: 22.55920219 lr:0.000100 [ Mon Dec 13 13:23:52 2021 ] Epoch: 3, Batch(1000/5671) done. Loss: 48.90073395 lr:0.000100 [ Mon Dec 13 13:24:09 2021 ] Epoch: 3, Batch(1050/5671) done. Loss: 27.54378700 lr:0.000100 [ Mon Dec 13 13:24:26 2021 ] Epoch: 3, Batch(1100/5671) done. Loss: 24.45680618 lr:0.000100 [ Mon Dec 13 13:24:43 2021 ] Epoch: 3, Batch(1150/5671) done. Loss: 4.93111753 lr:0.000100 [ Mon Dec 13 13:25:00 2021 ] Epoch: 3, Batch(1200/5671) done. Loss: 11.97194386 lr:0.000100 [ Mon Dec 13 13:25:16 2021 ] Epoch: 3, Batch(1250/5671) done. Loss: 63.86932373 lr:0.000100 [ Mon Dec 13 13:25:32 2021 ] Epoch: 3, Batch(1300/5671) done. Loss: 12.64061260 lr:0.000100 [ Mon Dec 13 13:25:48 2021 ] Epoch: 3, Batch(1350/5671) done. Loss: 51.94547653 lr:0.000100 [ Mon Dec 13 13:26:04 2021 ] Epoch: 3, Batch(1400/5671) done. Loss: 47.68648911 lr:0.000100 [ Mon Dec 13 13:26:20 2021 ] Epoch: 3, Batch(1450/5671) done. Loss: 33.40726089 lr:0.000100 [ Mon Dec 13 13:26:37 2021 ] Epoch: 3, Batch(1500/5671) done. Loss: 10.85193539 lr:0.000100 [ Mon Dec 13 13:26:53 2021 ] Epoch: 3, Batch(1550/5671) done. Loss: 33.27597809 lr:0.000100 [ Mon Dec 13 13:27:09 2021 ] Epoch: 3, Batch(1600/5671) done. Loss: 22.39152718 lr:0.000100 [ Mon Dec 13 13:27:26 2021 ] Epoch: 3, Batch(1650/5671) done. Loss: 19.05097008 lr:0.000100 [ Mon Dec 13 13:27:42 2021 ] Epoch: 3, Batch(1700/5671) done. Loss: 23.31965065 lr:0.000100 [ Mon Dec 13 13:27:58 2021 ] Epoch: 3, Batch(1750/5671) done. Loss: 22.73876190 lr:0.000100 [ Mon Dec 13 13:28:15 2021 ] Epoch: 3, Batch(1800/5671) done. Loss: 49.14907455 lr:0.000100 [ Mon Dec 13 13:28:31 2021 ] Epoch: 3, Batch(1850/5671) done. Loss: 24.01840401 lr:0.000100 [ Mon Dec 13 13:28:48 2021 ] Epoch: 3, Batch(1900/5671) done. Loss: 36.78229523 lr:0.000100 [ Mon Dec 13 13:29:04 2021 ] Epoch: 3, Batch(1950/5671) done. Loss: 27.54991341 lr:0.000100 [ Mon Dec 13 13:29:21 2021 ] Epoch: 3, Batch(2000/5671) done. Loss: 8.66201973 lr:0.000100 [ Mon Dec 13 13:29:38 2021 ] Epoch: 3, Batch(2050/5671) done. Loss: 5.15111113 lr:0.000100 [ Mon Dec 13 13:29:53 2021 ] Epoch: 3, Batch(2100/5671) done. Loss: 28.13604546 lr:0.000100 [ Mon Dec 13 13:30:10 2021 ] Epoch: 3, Batch(2150/5671) done. Loss: 41.98521805 lr:0.000100 [ Mon Dec 13 13:30:27 2021 ] Epoch: 3, Batch(2200/5671) done. Loss: 50.98522186 lr:0.000100 [ Mon Dec 13 13:30:42 2021 ] Epoch: 3, Batch(2250/5671) done. Loss: 10.16577721 lr:0.000100 [ Mon Dec 13 13:30:59 2021 ] Epoch: 3, Batch(2300/5671) done. Loss: 60.73295593 lr:0.000100 [ Mon Dec 13 13:31:15 2021 ] Epoch: 3, Batch(2350/5671) done. Loss: 37.51458359 lr:0.000100 [ Mon Dec 13 13:31:32 2021 ] Epoch: 3, Batch(2400/5671) done. Loss: 15.03982162 lr:0.000100 [ Mon Dec 13 13:31:48 2021 ] Epoch: 3, Batch(2450/5671) done. Loss: 37.41604614 lr:0.000100 [ Mon Dec 13 13:32:04 2021 ] Epoch: 3, Batch(2500/5671) done. Loss: 31.14489746 lr:0.000100 [ Mon Dec 13 13:32:21 2021 ] Epoch: 3, Batch(2550/5671) done. Loss: 86.15664673 lr:0.000100 [ Mon Dec 13 13:32:37 2021 ] Epoch: 3, Batch(2600/5671) done. Loss: 11.47437668 lr:0.000100 [ Mon Dec 13 13:32:53 2021 ] Epoch: 3, Batch(2650/5671) done. Loss: 88.49679565 lr:0.000100 [ Mon Dec 13 13:33:09 2021 ] Epoch: 3, Batch(2700/5671) done. Loss: 41.66864777 lr:0.000100 [ Mon Dec 13 13:33:24 2021 ] Epoch: 3, Batch(2750/5671) done. Loss: 32.83264542 lr:0.000100 [ Mon Dec 13 13:33:39 2021 ] Epoch: 3, Batch(2800/5671) done. Loss: 15.72984028 lr:0.000100 [ Mon Dec 13 13:33:55 2021 ] Epoch: 3, Batch(2850/5671) done. Loss: 63.45614624 lr:0.000100 [ Mon Dec 13 13:34:11 2021 ] Epoch: 3, Batch(2900/5671) done. Loss: 33.18278503 lr:0.000100 [ Mon Dec 13 13:34:28 2021 ] Epoch: 3, Batch(2950/5671) done. Loss: 47.48814774 lr:0.000100 [ Mon Dec 13 13:34:44 2021 ] Epoch: 3, Batch(3000/5671) done. Loss: 30.11412239 lr:0.000100 [ Mon Dec 13 13:35:00 2021 ] Epoch: 3, Batch(3050/5671) done. Loss: 20.42832565 lr:0.000100 [ Mon Dec 13 13:35:16 2021 ] Epoch: 3, Batch(3100/5671) done. Loss: 31.98968124 lr:0.000100 [ Mon Dec 13 13:35:30 2021 ] Epoch: 3, Batch(3150/5671) done. Loss: 27.57523537 lr:0.000100 [ Mon Dec 13 13:35:46 2021 ] Epoch: 3, Batch(3200/5671) done. Loss: 12.31625462 lr:0.000100 [ Mon Dec 13 13:36:03 2021 ] Epoch: 3, Batch(3250/5671) done. Loss: 36.11466217 lr:0.000100 [ Mon Dec 13 13:36:19 2021 ] Epoch: 3, Batch(3300/5671) done. Loss: 29.24294662 lr:0.000100 [ Mon Dec 13 13:36:36 2021 ] Epoch: 3, Batch(3350/5671) done. Loss: 52.36743546 lr:0.000100 [ Mon Dec 13 13:36:51 2021 ] Epoch: 3, Batch(3400/5671) done. Loss: 26.27656174 lr:0.000100 [ Mon Dec 13 13:37:06 2021 ] Epoch: 3, Batch(3450/5671) done. Loss: 23.39053726 lr:0.000100 [ Mon Dec 13 13:37:23 2021 ] Epoch: 3, Batch(3500/5671) done. Loss: 15.76485443 lr:0.000100 [ Mon Dec 13 13:37:39 2021 ] Epoch: 3, Batch(3550/5671) done. Loss: 30.41877747 lr:0.000100 [ Mon Dec 13 13:37:55 2021 ] Epoch: 3, Batch(3600/5671) done. Loss: 32.87285995 lr:0.000100 [ Mon Dec 13 13:38:11 2021 ] Epoch: 3, Batch(3650/5671) done. Loss: 55.08417511 lr:0.000100 [ Mon Dec 13 13:38:27 2021 ] Epoch: 3, Batch(3700/5671) done. Loss: 24.33742905 lr:0.000100 [ Mon Dec 13 13:38:43 2021 ] Epoch: 3, Batch(3750/5671) done. Loss: 81.07686615 lr:0.000100 [ Mon Dec 13 13:39:00 2021 ] Epoch: 3, Batch(3800/5671) done. Loss: 14.35906792 lr:0.000100 [ Mon Dec 13 13:39:15 2021 ] Epoch: 3, Batch(3850/5671) done. Loss: 29.17229080 lr:0.000100 [ Mon Dec 13 13:39:31 2021 ] Epoch: 3, Batch(3900/5671) done. Loss: 25.08301544 lr:0.000100 [ Mon Dec 13 13:39:48 2021 ] Epoch: 3, Batch(3950/5671) done. Loss: 26.01729393 lr:0.000100 [ Mon Dec 13 13:40:03 2021 ] Epoch: 3, Batch(4000/5671) done. Loss: 40.35961151 lr:0.000100 [ Mon Dec 13 13:40:19 2021 ] Epoch: 3, Batch(4050/5671) done. Loss: 25.24968719 lr:0.000100 [ Mon Dec 13 13:40:35 2021 ] Epoch: 3, Batch(4100/5671) done. Loss: 12.66602039 lr:0.000100 [ Mon Dec 13 13:40:50 2021 ] Epoch: 3, Batch(4150/5671) done. Loss: 6.75221300 lr:0.000100 [ Mon Dec 13 13:41:06 2021 ] Epoch: 3, Batch(4200/5671) done. Loss: 28.00284004 lr:0.000100 [ Mon Dec 13 13:41:21 2021 ] Epoch: 3, Batch(4250/5671) done. Loss: 45.69955444 lr:0.000100 [ Mon Dec 13 13:41:37 2021 ] Epoch: 3, Batch(4300/5671) done. Loss: 41.19492722 lr:0.000100 [ Mon Dec 13 13:41:54 2021 ] Epoch: 3, Batch(4350/5671) done. Loss: 33.43947220 lr:0.000100 [ Mon Dec 13 13:42:10 2021 ] Epoch: 3, Batch(4400/5671) done. Loss: 38.98004913 lr:0.000100 [ Mon Dec 13 13:42:25 2021 ] Epoch: 3, Batch(4450/5671) done. Loss: 16.94426346 lr:0.000100 [ Mon Dec 13 13:42:41 2021 ] Epoch: 3, Batch(4500/5671) done. Loss: 33.58666611 lr:0.000100 [ Mon Dec 13 13:42:58 2021 ] Epoch: 3, Batch(4550/5671) done. Loss: 45.88992691 lr:0.000100 [ Mon Dec 13 13:43:13 2021 ] Epoch: 3, Batch(4600/5671) done. Loss: 55.14294434 lr:0.000100 [ Mon Dec 13 13:43:28 2021 ] Epoch: 3, Batch(4650/5671) done. Loss: 21.69934845 lr:0.000100 [ Mon Dec 13 13:43:44 2021 ] Epoch: 3, Batch(4700/5671) done. Loss: 23.34840775 lr:0.000100 [ Mon Dec 13 13:44:00 2021 ] Epoch: 3, Batch(4750/5671) done. Loss: 33.39074707 lr:0.000100 [ Mon Dec 13 13:44:16 2021 ] Epoch: 3, Batch(4800/5671) done. Loss: 33.79523468 lr:0.000100 [ Mon Dec 13 13:44:34 2021 ] Epoch: 3, Batch(4850/5671) done. Loss: 21.54473305 lr:0.000100 [ Mon Dec 13 13:44:49 2021 ] Epoch: 3, Batch(4900/5671) done. Loss: 63.80096054 lr:0.000100 [ Mon Dec 13 13:45:04 2021 ] Epoch: 3, Batch(4950/5671) done. Loss: 33.50628281 lr:0.000100 [ Mon Dec 13 13:45:21 2021 ] Epoch: 3, Batch(5000/5671) done. Loss: 43.76483536 lr:0.000100 [ Mon Dec 13 13:45:37 2021 ] Epoch: 3, Batch(5050/5671) done. Loss: 21.20939636 lr:0.000100 [ Mon Dec 13 13:45:53 2021 ] Epoch: 3, Batch(5100/5671) done. Loss: 12.55652809 lr:0.000100 [ Mon Dec 13 13:46:09 2021 ] Epoch: 3, Batch(5150/5671) done. Loss: 23.68861389 lr:0.000100 [ Mon Dec 13 13:46:25 2021 ] Epoch: 3, Batch(5200/5671) done. Loss: 24.08503342 lr:0.000100 [ Mon Dec 13 13:46:41 2021 ] Epoch: 3, Batch(5250/5671) done. Loss: 43.70906448 lr:0.000100 [ Mon Dec 13 13:46:57 2021 ] Epoch: 3, Batch(5300/5671) done. Loss: 28.62854385 lr:0.000100 [ Mon Dec 13 13:47:14 2021 ] Epoch: 3, Batch(5350/5671) done. Loss: 56.17269897 lr:0.000100 [ Mon Dec 13 13:47:29 2021 ] Epoch: 3, Batch(5400/5671) done. Loss: 20.10247612 lr:0.000100 [ Mon Dec 13 13:47:45 2021 ] Epoch: 3, Batch(5450/5671) done. Loss: 21.95671844 lr:0.000100 [ Mon Dec 13 13:48:01 2021 ] Epoch: 3, Batch(5500/5671) done. Loss: 33.64262009 lr:0.000100 [ Mon Dec 13 13:48:16 2021 ] Epoch: 3, Batch(5550/5671) done. Loss: 33.71686172 lr:0.000100 [ Mon Dec 13 13:48:32 2021 ] Epoch: 3, Batch(5600/5671) done. Loss: 32.71340179 lr:0.000100 [ Mon Dec 13 13:48:48 2021 ] Epoch: 3, Batch(5650/5671) done. Loss: 32.21640396 lr:0.000100 [ Mon Dec 13 13:48:54 2021 ] Mean training loss: 36.0763518273. [ Mon Dec 13 13:49:56 2021 ] Dev WER: 63.00% [ Mon Dec 13 13:49:57 2021 ] Epoch: 4, Batch(0/5671) done. Loss: 68.51329803 lr:0.000100 [ Mon Dec 13 13:50:13 2021 ] Epoch: 4, Batch(50/5671) done. Loss: 24.18873024 lr:0.000100 [ Mon Dec 13 13:50:29 2021 ] Epoch: 4, Batch(100/5671) done. Loss: 39.25791168 lr:0.000100 [ Mon Dec 13 13:50:45 2021 ] Epoch: 4, Batch(150/5671) done. Loss: 8.44871521 lr:0.000100 [ Mon Dec 13 13:51:01 2021 ] Epoch: 4, Batch(200/5671) done. Loss: 15.75904179 lr:0.000100 [ Mon Dec 13 13:51:16 2021 ] Epoch: 4, Batch(250/5671) done. Loss: 31.72868729 lr:0.000100 [ Mon Dec 13 13:51:32 2021 ] Epoch: 4, Batch(300/5671) done. Loss: 58.01109314 lr:0.000100 [ Mon Dec 13 13:51:47 2021 ] Epoch: 4, Batch(350/5671) done. Loss: 17.07580185 lr:0.000100 [ Mon Dec 13 13:52:03 2021 ] Epoch: 4, Batch(400/5671) done. Loss: 8.15370178 lr:0.000100 [ Mon Dec 13 13:52:20 2021 ] Epoch: 4, Batch(450/5671) done. Loss: 63.75144577 lr:0.000100 [ Mon Dec 13 13:52:38 2021 ] Epoch: 4, Batch(500/5671) done. Loss: 22.87393570 lr:0.000100 [ Mon Dec 13 13:52:54 2021 ] Epoch: 4, Batch(550/5671) done. Loss: 29.83033180 lr:0.000100 [ Mon Dec 13 13:53:11 2021 ] Epoch: 4, Batch(600/5671) done. Loss: 43.04129410 lr:0.000100 [ Mon Dec 13 13:53:27 2021 ] Epoch: 4, Batch(650/5671) done. Loss: 28.04785538 lr:0.000100 [ Mon Dec 13 13:53:42 2021 ] Epoch: 4, Batch(700/5671) done. Loss: 14.21564674 lr:0.000100 [ Mon Dec 13 13:53:58 2021 ] Epoch: 4, Batch(750/5671) done. Loss: 27.57440186 lr:0.000100 [ Mon Dec 13 13:54:15 2021 ] Epoch: 4, Batch(800/5671) done. Loss: 57.38529968 lr:0.000100 [ Mon Dec 13 13:54:31 2021 ] Epoch: 4, Batch(850/5671) done. Loss: 36.19787979 lr:0.000100 [ Mon Dec 13 13:54:47 2021 ] Epoch: 4, Batch(900/5671) done. Loss: 10.11651230 lr:0.000100 [ Mon Dec 13 13:55:02 2021 ] Epoch: 4, Batch(950/5671) done. Loss: 32.21817780 lr:0.000100 [ Mon Dec 13 13:55:18 2021 ] Epoch: 4, Batch(1000/5671) done. Loss: 27.46350861 lr:0.000100 [ Mon Dec 13 13:55:34 2021 ] Epoch: 4, Batch(1050/5671) done. Loss: 65.58736420 lr:0.000100 [ Mon Dec 13 13:55:50 2021 ] Epoch: 4, Batch(1100/5671) done. Loss: 45.76548004 lr:0.000100 [ Mon Dec 13 13:56:07 2021 ] Epoch: 4, Batch(1150/5671) done. Loss: 31.91750908 lr:0.000100 [ Mon Dec 13 13:56:24 2021 ] Epoch: 4, Batch(1200/5671) done. Loss: 43.18866730 lr:0.000100 [ Mon Dec 13 13:56:38 2021 ] Epoch: 4, Batch(1250/5671) done. Loss: 14.98472404 lr:0.000100 [ Mon Dec 13 13:56:53 2021 ] Epoch: 4, Batch(1300/5671) done. Loss: 15.49290276 lr:0.000100 [ Mon Dec 13 13:57:09 2021 ] Epoch: 4, Batch(1350/5671) done. Loss: 27.30129433 lr:0.000100 [ Mon Dec 13 13:57:26 2021 ] Epoch: 4, Batch(1400/5671) done. Loss: 16.20908737 lr:0.000100 [ Mon Dec 13 13:57:41 2021 ] Epoch: 4, Batch(1450/5671) done. Loss: 27.16590118 lr:0.000100 [ Mon Dec 13 13:57:58 2021 ] Epoch: 4, Batch(1500/5671) done. Loss: 18.97115135 lr:0.000100 [ Mon Dec 13 13:58:15 2021 ] Epoch: 4, Batch(1550/5671) done. Loss: 8.38057613 lr:0.000100 [ Mon Dec 13 13:58:31 2021 ] Epoch: 4, Batch(1600/5671) done. Loss: 33.07582092 lr:0.000100 [ Mon Dec 13 13:58:46 2021 ] Epoch: 4, Batch(1650/5671) done. Loss: 34.36773300 lr:0.000100 [ Mon Dec 13 13:59:02 2021 ] Epoch: 4, Batch(1700/5671) done. Loss: 31.36045456 lr:0.000100 [ Mon Dec 13 13:59:17 2021 ] Epoch: 4, Batch(1750/5671) done. Loss: 30.53010941 lr:0.000100 [ Mon Dec 13 13:59:34 2021 ] Epoch: 4, Batch(1800/5671) done. Loss: 55.65798187 lr:0.000100 [ Mon Dec 13 13:59:49 2021 ] Epoch: 4, Batch(1850/5671) done. Loss: 25.34868622 lr:0.000100 [ Mon Dec 13 14:00:05 2021 ] Epoch: 4, Batch(1900/5671) done. Loss: 26.03282356 lr:0.000100 [ Mon Dec 13 14:00:21 2021 ] Epoch: 4, Batch(1950/5671) done. Loss: 44.68236542 lr:0.000100 [ Mon Dec 13 14:00:37 2021 ] Epoch: 4, Batch(2000/5671) done. Loss: 22.09442329 lr:0.000100 [ Mon Dec 13 14:00:53 2021 ] Epoch: 4, Batch(2050/5671) done. Loss: 45.61830521 lr:0.000100 [ Mon Dec 13 14:01:10 2021 ] Epoch: 4, Batch(2100/5671) done. Loss: 24.00297928 lr:0.000100 [ Mon Dec 13 14:01:26 2021 ] Epoch: 4, Batch(2150/5671) done. Loss: 33.34132385 lr:0.000100 [ Mon Dec 13 14:01:43 2021 ] Epoch: 4, Batch(2200/5671) done. Loss: 41.16266632 lr:0.000100 [ Mon Dec 13 14:01:58 2021 ] Epoch: 4, Batch(2250/5671) done. Loss: 24.64208412 lr:0.000100 [ Mon Dec 13 14:02:15 2021 ] Epoch: 4, Batch(2300/5671) done. Loss: 28.39489746 lr:0.000100 [ Mon Dec 13 14:02:30 2021 ] Epoch: 4, Batch(2350/5671) done. Loss: 32.26480103 lr:0.000100 [ Mon Dec 13 14:02:46 2021 ] Epoch: 4, Batch(2400/5671) done. Loss: 48.58746338 lr:0.000100 [ Mon Dec 13 14:03:03 2021 ] Epoch: 4, Batch(2450/5671) done. Loss: 18.56352234 lr:0.000100 [ Mon Dec 13 14:03:22 2021 ] Epoch: 4, Batch(2500/5671) done. Loss: 19.81771660 lr:0.000100 [ Mon Dec 13 14:03:37 2021 ] Epoch: 4, Batch(2550/5671) done. Loss: 46.48320007 lr:0.000100 [ Mon Dec 13 14:03:54 2021 ] Epoch: 4, Batch(2600/5671) done. Loss: 23.99140549 lr:0.000100 [ Mon Dec 13 14:04:11 2021 ] Epoch: 4, Batch(2650/5671) done. Loss: 16.11351204 lr:0.000100 [ Mon Dec 13 14:04:28 2021 ] Epoch: 4, Batch(2700/5671) done. Loss: 45.56542969 lr:0.000100 [ Mon Dec 13 14:04:44 2021 ] Epoch: 4, Batch(2750/5671) done. Loss: 41.99068451 lr:0.000100 [ Mon Dec 13 14:05:00 2021 ] Epoch: 4, Batch(2800/5671) done. Loss: 53.82139206 lr:0.000100 [ Mon Dec 13 14:05:15 2021 ] Epoch: 4, Batch(2850/5671) done. Loss: 20.47148514 lr:0.000100 [ Mon Dec 13 14:05:32 2021 ] Epoch: 4, Batch(2900/5671) done. Loss: 25.81147766 lr:0.000100 [ Mon Dec 13 14:05:49 2021 ] Epoch: 4, Batch(2950/5671) done. Loss: 65.75672150 lr:0.000100 [ Mon Dec 13 14:06:06 2021 ] Epoch: 4, Batch(3000/5671) done. Loss: 30.59361076 lr:0.000100 [ Mon Dec 13 14:06:22 2021 ] Epoch: 4, Batch(3050/5671) done. Loss: 6.52738094 lr:0.000100 [ Mon Dec 13 14:06:40 2021 ] Epoch: 4, Batch(3100/5671) done. Loss: 35.24311066 lr:0.000100 [ Mon Dec 13 14:06:56 2021 ] Epoch: 4, Batch(3150/5671) done. Loss: 28.58497238 lr:0.000100 [ Mon Dec 13 14:07:13 2021 ] Epoch: 4, Batch(3200/5671) done. Loss: 39.28360367 lr:0.000100 [ Mon Dec 13 14:07:30 2021 ] Epoch: 4, Batch(3250/5671) done. Loss: 5.90917110 lr:0.000100 [ Mon Dec 13 14:07:47 2021 ] Epoch: 4, Batch(3300/5671) done. Loss: 21.35070038 lr:0.000100 [ Mon Dec 13 14:08:03 2021 ] Epoch: 4, Batch(3350/5671) done. Loss: 5.25476789 lr:0.000100 [ Mon Dec 13 14:08:21 2021 ] Epoch: 4, Batch(3400/5671) done. Loss: 35.69262314 lr:0.000100 [ Mon Dec 13 14:08:38 2021 ] Epoch: 4, Batch(3450/5671) done. Loss: 29.54524422 lr:0.000100 [ Mon Dec 13 14:08:56 2021 ] Epoch: 4, Batch(3500/5671) done. Loss: 31.14081192 lr:0.000100 [ Mon Dec 13 14:09:14 2021 ] Epoch: 4, Batch(3550/5671) done. Loss: 44.02373886 lr:0.000100 [ Mon Dec 13 14:09:31 2021 ] Epoch: 4, Batch(3600/5671) done. Loss: 13.46701336 lr:0.000100 [ Mon Dec 13 14:09:47 2021 ] Epoch: 4, Batch(3650/5671) done. Loss: 24.68182945 lr:0.000100 [ Mon Dec 13 14:10:05 2021 ] Epoch: 4, Batch(3700/5671) done. Loss: 25.58499718 lr:0.000100 [ Mon Dec 13 14:10:22 2021 ] Epoch: 4, Batch(3750/5671) done. Loss: 10.14626312 lr:0.000100 [ Mon Dec 13 14:10:39 2021 ] Epoch: 4, Batch(3800/5671) done. Loss: 84.84798431 lr:0.000100 [ Mon Dec 13 14:10:56 2021 ] Epoch: 4, Batch(3850/5671) done. Loss: 22.52966499 lr:0.000100 [ Mon Dec 13 14:11:13 2021 ] Epoch: 4, Batch(3900/5671) done. Loss: 49.90901566 lr:0.000100 [ Mon Dec 13 14:11:30 2021 ] Epoch: 4, Batch(3950/5671) done. Loss: 14.29746246 lr:0.000100 [ Mon Dec 13 14:11:47 2021 ] Epoch: 4, Batch(4000/5671) done. Loss: 37.70117569 lr:0.000100 [ Mon Dec 13 14:12:03 2021 ] Epoch: 4, Batch(4050/5671) done. Loss: 30.17834854 lr:0.000100 [ Mon Dec 13 14:12:20 2021 ] Epoch: 4, Batch(4100/5671) done. Loss: 42.33607483 lr:0.000100 [ Mon Dec 13 14:12:37 2021 ] Epoch: 4, Batch(4150/5671) done. Loss: 28.35672951 lr:0.000100 [ Mon Dec 13 14:12:55 2021 ] Epoch: 4, Batch(4200/5671) done. Loss: 38.32626724 lr:0.000100 [ Mon Dec 13 14:13:12 2021 ] Epoch: 4, Batch(4250/5671) done. Loss: 3.08585477 lr:0.000100 [ Mon Dec 13 14:13:27 2021 ] Epoch: 4, Batch(4300/5671) done. Loss: 49.28455353 lr:0.000100 [ Mon Dec 13 14:13:44 2021 ] Epoch: 4, Batch(4350/5671) done. Loss: 27.70941925 lr:0.000100 [ Mon Dec 13 14:14:01 2021 ] Epoch: 4, Batch(4400/5671) done. Loss: 103.01110840 lr:0.000100 [ Mon Dec 13 14:14:18 2021 ] Epoch: 4, Batch(4450/5671) done. Loss: 23.59589958 lr:0.000100 [ Mon Dec 13 14:14:35 2021 ] Epoch: 4, Batch(4500/5671) done. Loss: 37.84873199 lr:0.000100 [ Mon Dec 13 14:14:51 2021 ] Epoch: 4, Batch(4550/5671) done. Loss: 52.94253540 lr:0.000100 [ Mon Dec 13 14:15:06 2021 ] Epoch: 4, Batch(4600/5671) done. Loss: 19.05475044 lr:0.000100 [ Mon Dec 13 14:15:22 2021 ] Epoch: 4, Batch(4650/5671) done. Loss: 29.15091133 lr:0.000100 [ Mon Dec 13 14:15:39 2021 ] Epoch: 4, Batch(4700/5671) done. Loss: 21.58792686 lr:0.000100 [ Mon Dec 13 14:15:56 2021 ] Epoch: 4, Batch(4750/5671) done. Loss: 29.28388786 lr:0.000100 [ Mon Dec 13 14:16:13 2021 ] Epoch: 4, Batch(4800/5671) done. Loss: 13.11672401 lr:0.000100 [ Mon Dec 13 14:16:30 2021 ] Epoch: 4, Batch(4850/5671) done. Loss: 21.68629456 lr:0.000100 [ Mon Dec 13 14:16:45 2021 ] Epoch: 4, Batch(4900/5671) done. Loss: 26.03643417 lr:0.000100 [ Mon Dec 13 14:17:01 2021 ] Epoch: 4, Batch(4950/5671) done. Loss: 25.22879028 lr:0.000100 [ Mon Dec 13 14:17:16 2021 ] Epoch: 4, Batch(5000/5671) done. Loss: 33.04026794 lr:0.000100 [ Mon Dec 13 14:17:34 2021 ] Epoch: 4, Batch(5050/5671) done. Loss: 2.48211384 lr:0.000100 [ Mon Dec 13 14:17:52 2021 ] Epoch: 4, Batch(5100/5671) done. Loss: 22.06548119 lr:0.000100 [ Mon Dec 13 14:18:08 2021 ] Epoch: 4, Batch(5150/5671) done. Loss: 50.09875488 lr:0.000100 [ Mon Dec 13 14:18:23 2021 ] Epoch: 4, Batch(5200/5671) done. Loss: 12.98055649 lr:0.000100 [ Mon Dec 13 14:18:41 2021 ] Epoch: 4, Batch(5250/5671) done. Loss: 21.23148155 lr:0.000100 [ Mon Dec 13 14:18:57 2021 ] Epoch: 4, Batch(5300/5671) done. Loss: 9.99759388 lr:0.000100 [ Mon Dec 13 14:19:13 2021 ] Epoch: 4, Batch(5350/5671) done. Loss: 29.40011597 lr:0.000100 [ Mon Dec 13 14:19:29 2021 ] Epoch: 4, Batch(5400/5671) done. Loss: 24.37057877 lr:0.000100 [ Mon Dec 13 14:19:45 2021 ] Epoch: 4, Batch(5450/5671) done. Loss: 46.68616486 lr:0.000100 [ Mon Dec 13 14:20:02 2021 ] Epoch: 4, Batch(5500/5671) done. Loss: 81.27173615 lr:0.000100 [ Mon Dec 13 14:20:19 2021 ] Epoch: 4, Batch(5550/5671) done. Loss: 49.12677765 lr:0.000100 [ Mon Dec 13 14:20:38 2021 ] Epoch: 4, Batch(5600/5671) done. Loss: 6.65236712 lr:0.000100 [ Mon Dec 13 14:20:54 2021 ] Epoch: 4, Batch(5650/5671) done. Loss: 24.92368126 lr:0.000100 [ Mon Dec 13 14:21:00 2021 ] Mean training loss: 31.5079757794. [ Mon Dec 13 14:22:04 2021 ] Dev WER: 59.10% [ Mon Dec 13 14:22:05 2021 ] Epoch: 5, Batch(0/5671) done. Loss: 81.00861359 lr:0.000100 [ Mon Dec 13 14:22:21 2021 ] Epoch: 5, Batch(50/5671) done. Loss: 27.84163475 lr:0.000100 [ Mon Dec 13 14:22:38 2021 ] Epoch: 5, Batch(100/5671) done. Loss: 37.06279755 lr:0.000100 [ Mon Dec 13 14:22:55 2021 ] Epoch: 5, Batch(150/5671) done. Loss: 21.89902115 lr:0.000100 [ Mon Dec 13 14:23:11 2021 ] Epoch: 5, Batch(200/5671) done. Loss: 6.34204102 lr:0.000100 [ Mon Dec 13 14:23:27 2021 ] Epoch: 5, Batch(250/5671) done. Loss: 40.19831467 lr:0.000100 [ Mon Dec 13 14:23:45 2021 ] Epoch: 5, Batch(300/5671) done. Loss: 44.17813492 lr:0.000100 [ Mon Dec 13 14:24:01 2021 ] Epoch: 5, Batch(350/5671) done. Loss: 21.99411583 lr:0.000100 [ Mon Dec 13 14:24:18 2021 ] Epoch: 5, Batch(400/5671) done. Loss: 20.75999832 lr:0.000100 [ Mon Dec 13 14:24:36 2021 ] Epoch: 5, Batch(450/5671) done. Loss: 14.30029011 lr:0.000100 [ Mon Dec 13 14:24:54 2021 ] Epoch: 5, Batch(500/5671) done. Loss: 44.31902313 lr:0.000100 [ Mon Dec 13 14:25:10 2021 ] Epoch: 5, Batch(550/5671) done. Loss: 24.77818298 lr:0.000100 [ Mon Dec 13 14:25:27 2021 ] Epoch: 5, Batch(600/5671) done. Loss: 37.99993515 lr:0.000100 [ Mon Dec 13 14:25:44 2021 ] Epoch: 5, Batch(650/5671) done. Loss: 18.26229477 lr:0.000100 [ Mon Dec 13 14:26:01 2021 ] Epoch: 5, Batch(700/5671) done. Loss: 7.52889633 lr:0.000100 [ Mon Dec 13 14:26:18 2021 ] Epoch: 5, Batch(750/5671) done. Loss: 31.70971489 lr:0.000100 [ Mon Dec 13 14:26:34 2021 ] Epoch: 5, Batch(800/5671) done. Loss: 31.82156181 lr:0.000100 [ Mon Dec 13 14:26:52 2021 ] Epoch: 5, Batch(850/5671) done. Loss: 37.88614655 lr:0.000100 [ Mon Dec 13 14:27:08 2021 ] Epoch: 5, Batch(900/5671) done. Loss: 10.93538284 lr:0.000100 [ Mon Dec 13 14:27:25 2021 ] Epoch: 5, Batch(950/5671) done. Loss: 30.98335266 lr:0.000100 [ Mon Dec 13 14:27:42 2021 ] Epoch: 5, Batch(1000/5671) done. Loss: 21.10116005 lr:0.000100 [ Mon Dec 13 14:27:59 2021 ] Epoch: 5, Batch(1050/5671) done. Loss: 16.79916954 lr:0.000100 [ Mon Dec 13 14:28:16 2021 ] Epoch: 5, Batch(1100/5671) done. Loss: 38.12016296 lr:0.000100 [ Mon Dec 13 14:28:35 2021 ] Epoch: 5, Batch(1150/5671) done. Loss: 16.33668327 lr:0.000100 [ Mon Dec 13 14:28:52 2021 ] Epoch: 5, Batch(1200/5671) done. Loss: 28.30064964 lr:0.000100 [ Mon Dec 13 14:29:07 2021 ] Epoch: 5, Batch(1250/5671) done. Loss: 21.89881706 lr:0.000100 [ Mon Dec 13 14:29:22 2021 ] Epoch: 5, Batch(1300/5671) done. Loss: 22.36032295 lr:0.000100 [ Mon Dec 13 14:29:38 2021 ] Epoch: 5, Batch(1350/5671) done. Loss: 31.16109085 lr:0.000100 [ Mon Dec 13 14:29:54 2021 ] Epoch: 5, Batch(1400/5671) done. Loss: 69.68498230 lr:0.000100 [ Mon Dec 13 14:30:12 2021 ] Epoch: 5, Batch(1450/5671) done. Loss: 19.16388893 lr:0.000100 [ Mon Dec 13 14:30:30 2021 ] Epoch: 5, Batch(1500/5671) done. Loss: 21.01812363 lr:0.000100 [ Mon Dec 13 14:30:48 2021 ] Epoch: 5, Batch(1550/5671) done. Loss: 24.90881920 lr:0.000100 [ Mon Dec 13 14:31:06 2021 ] Epoch: 5, Batch(1600/5671) done. Loss: 20.29305267 lr:0.000100 [ Mon Dec 13 14:31:23 2021 ] Epoch: 5, Batch(1650/5671) done. Loss: 27.74264145 lr:0.000100 [ Mon Dec 13 14:31:40 2021 ] Epoch: 5, Batch(1700/5671) done. Loss: 21.56915474 lr:0.000100 [ Mon Dec 13 14:31:57 2021 ] Epoch: 5, Batch(1750/5671) done. Loss: 21.04722214 lr:0.000100 [ Mon Dec 13 14:32:14 2021 ] Epoch: 5, Batch(1800/5671) done. Loss: 12.77462578 lr:0.000100 [ Mon Dec 13 14:32:31 2021 ] Epoch: 5, Batch(1850/5671) done. Loss: 2.91588759 lr:0.000100 [ Mon Dec 13 14:32:48 2021 ] Epoch: 5, Batch(1900/5671) done. Loss: 13.91340828 lr:0.000100 [ Mon Dec 13 14:33:05 2021 ] Epoch: 5, Batch(1950/5671) done. Loss: 13.69088554 lr:0.000100 [ Mon Dec 13 14:33:22 2021 ] Epoch: 5, Batch(2000/5671) done. Loss: 26.28609085 lr:0.000100 [ Mon Dec 13 14:33:38 2021 ] Epoch: 5, Batch(2050/5671) done. Loss: 11.99148941 lr:0.000100 [ Mon Dec 13 14:33:55 2021 ] Epoch: 5, Batch(2100/5671) done. Loss: 29.38809586 lr:0.000100 [ Mon Dec 13 14:34:11 2021 ] Epoch: 5, Batch(2150/5671) done. Loss: 68.58686829 lr:0.000100 [ Mon Dec 13 14:34:29 2021 ] Epoch: 5, Batch(2200/5671) done. Loss: 25.70784950 lr:0.000100 [ Mon Dec 13 14:34:46 2021 ] Epoch: 5, Batch(2250/5671) done. Loss: 21.92747688 lr:0.000100 [ Mon Dec 13 14:35:05 2021 ] Epoch: 5, Batch(2300/5671) done. Loss: 22.34635735 lr:0.000100 [ Mon Dec 13 14:35:21 2021 ] Epoch: 5, Batch(2350/5671) done. Loss: 28.56105232 lr:0.000100 [ Mon Dec 13 14:35:38 2021 ] Epoch: 5, Batch(2400/5671) done. Loss: 24.78849030 lr:0.000100 [ Mon Dec 13 14:35:55 2021 ] Epoch: 5, Batch(2450/5671) done. Loss: 43.25429153 lr:0.000100 [ Mon Dec 13 14:36:13 2021 ] Epoch: 5, Batch(2500/5671) done. Loss: 52.44065094 lr:0.000100 [ Mon Dec 13 14:36:29 2021 ] Epoch: 5, Batch(2550/5671) done. Loss: 4.45117855 lr:0.000100 [ Mon Dec 13 14:36:46 2021 ] Epoch: 5, Batch(2600/5671) done. Loss: 64.83516693 lr:0.000100 [ Mon Dec 13 14:37:03 2021 ] Epoch: 5, Batch(2650/5671) done. Loss: 25.84797859 lr:0.000100 [ Mon Dec 13 14:37:19 2021 ] Epoch: 5, Batch(2700/5671) done. Loss: 34.30052948 lr:0.000100 [ Mon Dec 13 14:37:37 2021 ] Epoch: 5, Batch(2750/5671) done. Loss: 40.17168427 lr:0.000100 [ Mon Dec 13 14:37:54 2021 ] Epoch: 5, Batch(2800/5671) done. Loss: 19.23912811 lr:0.000100 [ Mon Dec 13 14:38:09 2021 ] Epoch: 5, Batch(2850/5671) done. Loss: 13.74702930 lr:0.000100 [ Mon Dec 13 14:38:25 2021 ] Epoch: 5, Batch(2900/5671) done. Loss: 19.00581360 lr:0.000100 [ Mon Dec 13 14:38:43 2021 ] Epoch: 5, Batch(2950/5671) done. Loss: 18.32972336 lr:0.000100 [ Mon Dec 13 14:39:00 2021 ] Epoch: 5, Batch(3000/5671) done. Loss: 24.72385788 lr:0.000100 [ Mon Dec 13 14:39:17 2021 ] Epoch: 5, Batch(3050/5671) done. Loss: 33.35142136 lr:0.000100 [ Mon Dec 13 14:39:35 2021 ] Epoch: 5, Batch(3100/5671) done. Loss: 10.49522781 lr:0.000100 [ Mon Dec 13 14:39:52 2021 ] Epoch: 5, Batch(3150/5671) done. Loss: 7.15363789 lr:0.000100 [ Mon Dec 13 14:40:08 2021 ] Epoch: 5, Batch(3200/5671) done. Loss: 32.21514893 lr:0.000100 [ Mon Dec 13 14:40:26 2021 ] Epoch: 5, Batch(3250/5671) done. Loss: 19.59189034 lr:0.000100 [ Mon Dec 13 14:40:41 2021 ] Epoch: 5, Batch(3300/5671) done. Loss: 20.65150452 lr:0.000100 [ Mon Dec 13 14:40:58 2021 ] Epoch: 5, Batch(3350/5671) done. Loss: 106.47681427 lr:0.000100 [ Mon Dec 13 14:41:15 2021 ] Epoch: 5, Batch(3400/5671) done. Loss: 33.68989182 lr:0.000100 [ Mon Dec 13 14:41:31 2021 ] Epoch: 5, Batch(3450/5671) done. Loss: 25.24148369 lr:0.000100 [ Mon Dec 13 14:41:47 2021 ] Epoch: 5, Batch(3500/5671) done. Loss: 16.71749878 lr:0.000100 [ Mon Dec 13 14:42:06 2021 ] Epoch: 5, Batch(3550/5671) done. Loss: 10.36675262 lr:0.000100 [ Mon Dec 13 14:42:23 2021 ] Epoch: 5, Batch(3600/5671) done. Loss: 49.06222534 lr:0.000100 [ Mon Dec 13 14:42:40 2021 ] Epoch: 5, Batch(3650/5671) done. Loss: 4.08962440 lr:0.000100 [ Mon Dec 13 14:42:56 2021 ] Epoch: 5, Batch(3700/5671) done. Loss: 23.23828316 lr:0.000100 [ Mon Dec 13 14:43:13 2021 ] Epoch: 5, Batch(3750/5671) done. Loss: 8.74125957 lr:0.000100 [ Mon Dec 13 14:43:30 2021 ] Epoch: 5, Batch(3800/5671) done. Loss: 37.31077194 lr:0.000100 [ Mon Dec 13 14:43:47 2021 ] Epoch: 5, Batch(3850/5671) done. Loss: 2.99234819 lr:0.000100 [ Mon Dec 13 14:44:04 2021 ] Epoch: 5, Batch(3900/5671) done. Loss: 15.26905155 lr:0.000100 [ Mon Dec 13 14:44:21 2021 ] Epoch: 5, Batch(3950/5671) done. Loss: 43.83739090 lr:0.000100 [ Mon Dec 13 14:44:38 2021 ] Epoch: 5, Batch(4000/5671) done. Loss: 33.82754135 lr:0.000100 [ Mon Dec 13 14:44:53 2021 ] Epoch: 5, Batch(4050/5671) done. Loss: 16.31382942 lr:0.000100 [ Mon Dec 13 14:45:10 2021 ] Epoch: 5, Batch(4100/5671) done. Loss: 31.73113251 lr:0.000100 [ Mon Dec 13 14:45:28 2021 ] Epoch: 5, Batch(4150/5671) done. Loss: 5.77768517 lr:0.000100 [ Mon Dec 13 14:45:45 2021 ] Epoch: 5, Batch(4200/5671) done. Loss: 17.88006592 lr:0.000100 [ Mon Dec 13 14:46:01 2021 ] Epoch: 5, Batch(4250/5671) done. Loss: 46.93228531 lr:0.000100 [ Mon Dec 13 14:46:18 2021 ] Epoch: 5, Batch(4300/5671) done. Loss: 38.08667755 lr:0.000100 [ Mon Dec 13 14:46:36 2021 ] Epoch: 5, Batch(4350/5671) done. Loss: 29.05277252 lr:0.000100 [ Mon Dec 13 14:46:53 2021 ] Epoch: 5, Batch(4400/5671) done. Loss: 9.22301960 lr:0.000100 [ Mon Dec 13 14:47:12 2021 ] Epoch: 5, Batch(4450/5671) done. Loss: 23.29030800 lr:0.000100 [ Mon Dec 13 14:47:29 2021 ] Epoch: 5, Batch(4500/5671) done. Loss: 24.75658035 lr:0.000100 [ Mon Dec 13 14:47:47 2021 ] Epoch: 5, Batch(4550/5671) done. Loss: 17.62248611 lr:0.000100 [ Mon Dec 13 14:48:03 2021 ] Epoch: 5, Batch(4600/5671) done. Loss: 9.65479088 lr:0.000100 [ Mon Dec 13 14:48:20 2021 ] Epoch: 5, Batch(4650/5671) done. Loss: 13.57774162 lr:0.000100 [ Mon Dec 13 14:48:38 2021 ] Epoch: 5, Batch(4700/5671) done. Loss: 57.96341705 lr:0.000100 [ Mon Dec 13 14:48:56 2021 ] Epoch: 5, Batch(4750/5671) done. Loss: 37.00249100 lr:0.000100 [ Mon Dec 13 14:49:13 2021 ] Epoch: 5, Batch(4800/5671) done. Loss: 25.28125763 lr:0.000100 [ Mon Dec 13 14:49:31 2021 ] Epoch: 5, Batch(4850/5671) done. Loss: 47.34529495 lr:0.000100 [ Mon Dec 13 14:49:49 2021 ] Epoch: 5, Batch(4900/5671) done. Loss: 14.33297920 lr:0.000100 [ Mon Dec 13 14:50:06 2021 ] Epoch: 5, Batch(4950/5671) done. Loss: 12.12276173 lr:0.000100 [ Mon Dec 13 14:50:22 2021 ] Epoch: 5, Batch(5000/5671) done. Loss: 19.47011185 lr:0.000100 [ Mon Dec 13 14:50:38 2021 ] Epoch: 5, Batch(5050/5671) done. Loss: 14.00512505 lr:0.000100 [ Mon Dec 13 14:50:55 2021 ] Epoch: 5, Batch(5100/5671) done. Loss: 30.45735359 lr:0.000100 [ Mon Dec 13 14:51:12 2021 ] Epoch: 5, Batch(5150/5671) done. Loss: 17.85976601 lr:0.000100 [ Mon Dec 13 14:51:30 2021 ] Epoch: 5, Batch(5200/5671) done. Loss: 16.76360703 lr:0.000100 [ Mon Dec 13 14:51:46 2021 ] Epoch: 5, Batch(5250/5671) done. Loss: 6.62542152 lr:0.000100 [ Mon Dec 13 14:52:03 2021 ] Epoch: 5, Batch(5300/5671) done. Loss: 60.44623566 lr:0.000100 [ Mon Dec 13 14:52:20 2021 ] Epoch: 5, Batch(5350/5671) done. Loss: 51.36235046 lr:0.000100 [ Mon Dec 13 14:52:36 2021 ] Epoch: 5, Batch(5400/5671) done. Loss: 11.53513336 lr:0.000100 [ Mon Dec 13 14:52:53 2021 ] Epoch: 5, Batch(5450/5671) done. Loss: 28.41747284 lr:0.000100 [ Mon Dec 13 14:53:09 2021 ] Epoch: 5, Batch(5500/5671) done. Loss: 2.58295894 lr:0.000100 [ Mon Dec 13 14:53:25 2021 ] Epoch: 5, Batch(5550/5671) done. Loss: 45.75374603 lr:0.000100 [ Mon Dec 13 14:53:42 2021 ] Epoch: 5, Batch(5600/5671) done. Loss: 41.41820145 lr:0.000100 [ Mon Dec 13 14:53:58 2021 ] Epoch: 5, Batch(5650/5671) done. Loss: 35.37010956 lr:0.000100 [ Mon Dec 13 14:54:04 2021 ] Mean training loss: 27.8073381402. [ Mon Dec 13 14:55:09 2021 ] Dev WER: 52.10% [ Mon Dec 13 14:55:10 2021 ] Epoch: 6, Batch(0/5671) done. Loss: 12.21853352 lr:0.000100 [ Mon Dec 13 14:55:25 2021 ] Epoch: 6, Batch(50/5671) done. Loss: 31.41083717 lr:0.000100 [ Mon Dec 13 14:55:42 2021 ] Epoch: 6, Batch(100/5671) done. Loss: 6.18673277 lr:0.000100 [ Mon Dec 13 14:55:58 2021 ] Epoch: 6, Batch(150/5671) done. Loss: 29.42663574 lr:0.000100 [ Mon Dec 13 14:56:14 2021 ] Epoch: 6, Batch(200/5671) done. Loss: 11.54717827 lr:0.000100 [ Mon Dec 13 14:56:29 2021 ] Epoch: 6, Batch(250/5671) done. Loss: 27.27276993 lr:0.000100 [ Mon Dec 13 14:56:46 2021 ] Epoch: 6, Batch(300/5671) done. Loss: 14.85453701 lr:0.000100 [ Mon Dec 13 14:57:02 2021 ] Epoch: 6, Batch(350/5671) done. Loss: 27.41870117 lr:0.000100 [ Mon Dec 13 14:57:18 2021 ] Epoch: 6, Batch(400/5671) done. Loss: 15.28012848 lr:0.000100 [ Mon Dec 13 14:57:35 2021 ] Epoch: 6, Batch(450/5671) done. Loss: 26.39947701 lr:0.000100 [ Mon Dec 13 14:57:53 2021 ] Epoch: 6, Batch(500/5671) done. Loss: 16.97907448 lr:0.000100 [ Mon Dec 13 14:58:10 2021 ] Epoch: 6, Batch(550/5671) done. Loss: 19.78536987 lr:0.000100 [ Mon Dec 13 14:58:27 2021 ] Epoch: 6, Batch(600/5671) done. Loss: 23.65293884 lr:0.000100 [ Mon Dec 13 14:58:43 2021 ] Epoch: 6, Batch(650/5671) done. Loss: 11.44006157 lr:0.000100 [ Mon Dec 13 14:59:00 2021 ] Epoch: 6, Batch(700/5671) done. Loss: 31.34778214 lr:0.000100 [ Mon Dec 13 14:59:16 2021 ] Epoch: 6, Batch(750/5671) done. Loss: 32.02313614 lr:0.000100 [ Mon Dec 13 14:59:32 2021 ] Epoch: 6, Batch(800/5671) done. Loss: 16.73342323 lr:0.000100 [ Mon Dec 13 14:59:50 2021 ] Epoch: 6, Batch(850/5671) done. Loss: 46.54808044 lr:0.000100 [ Mon Dec 13 15:00:06 2021 ] Epoch: 6, Batch(900/5671) done. Loss: 18.76318932 lr:0.000100 [ Mon Dec 13 15:00:23 2021 ] Epoch: 6, Batch(950/5671) done. Loss: 16.78021431 lr:0.000100 [ Mon Dec 13 15:00:40 2021 ] Epoch: 6, Batch(1000/5671) done. Loss: 12.99529743 lr:0.000100 [ Mon Dec 13 15:00:56 2021 ] Epoch: 6, Batch(1050/5671) done. Loss: 28.49409294 lr:0.000100 [ Mon Dec 13 15:01:13 2021 ] Epoch: 6, Batch(1100/5671) done. Loss: 34.41796875 lr:0.000100 [ Mon Dec 13 15:01:31 2021 ] Epoch: 6, Batch(1150/5671) done. Loss: 54.17314911 lr:0.000100 [ Mon Dec 13 15:01:48 2021 ] Epoch: 6, Batch(1200/5671) done. Loss: 46.63415909 lr:0.000100 [ Mon Dec 13 15:02:04 2021 ] Epoch: 6, Batch(1250/5671) done. Loss: 17.25988960 lr:0.000100 [ Mon Dec 13 15:02:20 2021 ] Epoch: 6, Batch(1300/5671) done. Loss: 24.70647240 lr:0.000100 [ Mon Dec 13 15:02:38 2021 ] Epoch: 6, Batch(1350/5671) done. Loss: 12.72719765 lr:0.000100 [ Mon Dec 13 15:02:54 2021 ] Epoch: 6, Batch(1400/5671) done. Loss: 12.34187126 lr:0.000100 [ Mon Dec 13 15:03:11 2021 ] Epoch: 6, Batch(1450/5671) done. Loss: 40.74904251 lr:0.000100 [ Mon Dec 13 15:03:28 2021 ] Epoch: 6, Batch(1500/5671) done. Loss: 28.33464813 lr:0.000100 [ Mon Dec 13 15:03:47 2021 ] Epoch: 6, Batch(1550/5671) done. Loss: 21.85944366 lr:0.000100 [ Mon Dec 13 15:04:03 2021 ] Epoch: 6, Batch(1600/5671) done. Loss: 2.86261892 lr:0.000100 [ Mon Dec 13 15:04:20 2021 ] Epoch: 6, Batch(1650/5671) done. Loss: 25.25526810 lr:0.000100 [ Mon Dec 13 15:04:36 2021 ] Epoch: 6, Batch(1700/5671) done. Loss: 50.60778046 lr:0.000100 [ Mon Dec 13 15:04:53 2021 ] Epoch: 6, Batch(1750/5671) done. Loss: 10.78527927 lr:0.000100 [ Mon Dec 13 15:05:10 2021 ] Epoch: 6, Batch(1800/5671) done. Loss: 16.18754005 lr:0.000100 [ Mon Dec 13 15:05:26 2021 ] Epoch: 6, Batch(1850/5671) done. Loss: 26.91640282 lr:0.000100 [ Mon Dec 13 15:05:43 2021 ] Epoch: 6, Batch(1900/5671) done. Loss: 44.83057022 lr:0.000100 [ Mon Dec 13 15:06:00 2021 ] Epoch: 6, Batch(1950/5671) done. Loss: 13.24926472 lr:0.000100 [ Mon Dec 13 15:06:15 2021 ] Epoch: 6, Batch(2000/5671) done. Loss: 19.02323723 lr:0.000100 [ Mon Dec 13 15:06:32 2021 ] Epoch: 6, Batch(2050/5671) done. Loss: 29.67217064 lr:0.000100 [ Mon Dec 13 15:06:49 2021 ] Epoch: 6, Batch(2100/5671) done. Loss: 4.84367418 lr:0.000100 [ Mon Dec 13 15:07:04 2021 ] Epoch: 6, Batch(2150/5671) done. Loss: 14.88150406 lr:0.000100 [ Mon Dec 13 15:07:22 2021 ] Epoch: 6, Batch(2200/5671) done. Loss: 30.87538719 lr:0.000100 [ Mon Dec 13 15:07:38 2021 ] Epoch: 6, Batch(2250/5671) done. Loss: 26.51202202 lr:0.000100 [ Mon Dec 13 15:07:57 2021 ] Epoch: 6, Batch(2300/5671) done. Loss: 31.50624466 lr:0.000100 [ Mon Dec 13 15:08:13 2021 ] Epoch: 6, Batch(2350/5671) done. Loss: 17.51964188 lr:0.000100 [ Mon Dec 13 15:08:30 2021 ] Epoch: 6, Batch(2400/5671) done. Loss: 19.55134583 lr:0.000100 [ Mon Dec 13 15:08:46 2021 ] Epoch: 6, Batch(2450/5671) done. Loss: 27.79696846 lr:0.000100 [ Mon Dec 13 15:09:04 2021 ] Epoch: 6, Batch(2500/5671) done. Loss: 14.39977360 lr:0.000100 [ Mon Dec 13 15:09:20 2021 ] Epoch: 6, Batch(2550/5671) done. Loss: 39.21183777 lr:0.000100 [ Mon Dec 13 15:09:38 2021 ] Epoch: 6, Batch(2600/5671) done. Loss: 19.08804703 lr:0.000100 [ Mon Dec 13 15:09:53 2021 ] Epoch: 6, Batch(2650/5671) done. Loss: 73.08233643 lr:0.000100 [ Mon Dec 13 15:10:09 2021 ] Epoch: 6, Batch(2700/5671) done. Loss: 16.02442551 lr:0.000100 [ Mon Dec 13 15:10:25 2021 ] Epoch: 6, Batch(2750/5671) done. Loss: 18.11831284 lr:0.000100 [ Mon Dec 13 15:10:42 2021 ] Epoch: 6, Batch(2800/5671) done. Loss: 31.70361137 lr:0.000100 [ Mon Dec 13 15:10:58 2021 ] Epoch: 6, Batch(2850/5671) done. Loss: 34.46285248 lr:0.000100 [ Mon Dec 13 15:11:14 2021 ] Epoch: 6, Batch(2900/5671) done. Loss: 40.53271484 lr:0.000100 [ Mon Dec 13 15:11:33 2021 ] Epoch: 6, Batch(2950/5671) done. Loss: 23.36674500 lr:0.000100 [ Mon Dec 13 15:11:48 2021 ] Epoch: 6, Batch(3000/5671) done. Loss: 47.03309250 lr:0.000100 [ Mon Dec 13 15:12:05 2021 ] Epoch: 6, Batch(3050/5671) done. Loss: 12.36986637 lr:0.000100 [ Mon Dec 13 15:12:24 2021 ] Epoch: 6, Batch(3100/5671) done. Loss: 27.61899948 lr:0.000100 [ Mon Dec 13 15:12:41 2021 ] Epoch: 6, Batch(3150/5671) done. Loss: 50.60559464 lr:0.000100 [ Mon Dec 13 15:12:57 2021 ] Epoch: 6, Batch(3200/5671) done. Loss: 38.42527771 lr:0.000100 [ Mon Dec 13 15:13:16 2021 ] Epoch: 6, Batch(3250/5671) done. Loss: 16.03269577 lr:0.000100 [ Mon Dec 13 15:13:31 2021 ] Epoch: 6, Batch(3300/5671) done. Loss: 27.09381866 lr:0.000100 [ Mon Dec 13 15:13:49 2021 ] Epoch: 6, Batch(3350/5671) done. Loss: 21.81264877 lr:0.000100 [ Mon Dec 13 15:14:07 2021 ] Epoch: 6, Batch(3400/5671) done. Loss: 70.18952942 lr:0.000100 [ Mon Dec 13 15:14:24 2021 ] Epoch: 6, Batch(3450/5671) done. Loss: 26.99305725 lr:0.000100 [ Mon Dec 13 15:14:41 2021 ] Epoch: 6, Batch(3500/5671) done. Loss: 10.34717941 lr:0.000100 [ Mon Dec 13 15:14:58 2021 ] Epoch: 6, Batch(3550/5671) done. Loss: 27.41231728 lr:0.000100 [ Mon Dec 13 15:15:16 2021 ] Epoch: 6, Batch(3600/5671) done. Loss: 15.36314297 lr:0.000100 [ Mon Dec 13 15:15:32 2021 ] Epoch: 6, Batch(3650/5671) done. Loss: 14.31833076 lr:0.000100 [ Mon Dec 13 15:15:50 2021 ] Epoch: 6, Batch(3700/5671) done. Loss: 45.61154556 lr:0.000100 [ Mon Dec 13 15:16:05 2021 ] Epoch: 6, Batch(3750/5671) done. Loss: 59.54707718 lr:0.000100 [ Mon Dec 13 15:16:22 2021 ] Epoch: 6, Batch(3800/5671) done. Loss: 17.58405685 lr:0.000100 [ Mon Dec 13 15:16:38 2021 ] Epoch: 6, Batch(3850/5671) done. Loss: 19.61190414 lr:0.000100 [ Mon Dec 13 15:16:55 2021 ] Epoch: 6, Batch(3900/5671) done. Loss: 48.75458527 lr:0.000100 [ Mon Dec 13 15:17:12 2021 ] Epoch: 6, Batch(3950/5671) done. Loss: 38.45894623 lr:0.000100 [ Mon Dec 13 15:17:30 2021 ] Epoch: 6, Batch(4000/5671) done. Loss: 49.53654861 lr:0.000100 [ Mon Dec 13 15:17:47 2021 ] Epoch: 6, Batch(4050/5671) done. Loss: 12.19651794 lr:0.000100 [ Mon Dec 13 15:18:04 2021 ] Epoch: 6, Batch(4100/5671) done. Loss: 20.13156128 lr:0.000100 [ Mon Dec 13 15:18:20 2021 ] Epoch: 6, Batch(4150/5671) done. Loss: 28.75290871 lr:0.000100 [ Mon Dec 13 15:18:38 2021 ] Epoch: 6, Batch(4200/5671) done. Loss: 14.63203621 lr:0.000100 [ Mon Dec 13 15:18:55 2021 ] Epoch: 6, Batch(4250/5671) done. Loss: 19.41121864 lr:0.000100 [ Mon Dec 13 15:19:11 2021 ] Epoch: 6, Batch(4300/5671) done. Loss: 32.76056290 lr:0.000100 [ Mon Dec 13 15:19:28 2021 ] Epoch: 6, Batch(4350/5671) done. Loss: 12.21317673 lr:0.000100 [ Mon Dec 13 15:19:44 2021 ] Epoch: 6, Batch(4400/5671) done. Loss: 10.06719112 lr:0.000100 [ Mon Dec 13 15:20:01 2021 ] Epoch: 6, Batch(4450/5671) done. Loss: 19.94145584 lr:0.000100 [ Mon Dec 13 15:20:18 2021 ] Epoch: 6, Batch(4500/5671) done. Loss: 11.70779610 lr:0.000100 [ Mon Dec 13 15:20:35 2021 ] Epoch: 6, Batch(4550/5671) done. Loss: 31.31459045 lr:0.000100 [ Mon Dec 13 15:20:51 2021 ] Epoch: 6, Batch(4600/5671) done. Loss: 20.52915382 lr:0.000100 [ Mon Dec 13 15:21:07 2021 ] Epoch: 6, Batch(4650/5671) done. Loss: 21.12595177 lr:0.000100 [ Mon Dec 13 15:21:24 2021 ] Epoch: 6, Batch(4700/5671) done. Loss: 6.31192255 lr:0.000100 [ Mon Dec 13 15:21:41 2021 ] Epoch: 6, Batch(4750/5671) done. Loss: 17.35210609 lr:0.000100 [ Mon Dec 13 15:21:58 2021 ] Epoch: 6, Batch(4800/5671) done. Loss: 12.04861450 lr:0.000100 [ Mon Dec 13 15:22:16 2021 ] Epoch: 6, Batch(4850/5671) done. Loss: 16.59999466 lr:0.000100 [ Mon Dec 13 15:22:33 2021 ] Epoch: 6, Batch(4900/5671) done. Loss: 23.71930122 lr:0.000100 [ Mon Dec 13 15:22:48 2021 ] Epoch: 6, Batch(4950/5671) done. Loss: 6.69429493 lr:0.000100 [ Mon Dec 13 15:23:05 2021 ] Epoch: 6, Batch(5000/5671) done. Loss: 34.56963730 lr:0.000100 [ Mon Dec 13 15:23:22 2021 ] Epoch: 6, Batch(5050/5671) done. Loss: 67.01378632 lr:0.000100 [ Mon Dec 13 15:23:40 2021 ] Epoch: 6, Batch(5100/5671) done. Loss: 33.08781815 lr:0.000100 [ Mon Dec 13 15:23:56 2021 ] Epoch: 6, Batch(5150/5671) done. Loss: 1.77347732 lr:0.000100 [ Mon Dec 13 15:24:12 2021 ] Epoch: 6, Batch(5200/5671) done. Loss: 29.54536057 lr:0.000100 [ Mon Dec 13 15:24:30 2021 ] Epoch: 6, Batch(5250/5671) done. Loss: 35.61476135 lr:0.000100 [ Mon Dec 13 15:24:47 2021 ] Epoch: 6, Batch(5300/5671) done. Loss: 11.17077923 lr:0.000100 [ Mon Dec 13 15:25:06 2021 ] Epoch: 6, Batch(5350/5671) done. Loss: 4.90784454 lr:0.000100 [ Mon Dec 13 15:25:23 2021 ] Epoch: 6, Batch(5400/5671) done. Loss: 14.13649273 lr:0.000100 [ Mon Dec 13 15:25:39 2021 ] Epoch: 6, Batch(5450/5671) done. Loss: 7.74619579 lr:0.000100 [ Mon Dec 13 15:25:56 2021 ] Epoch: 6, Batch(5500/5671) done. Loss: 31.31405449 lr:0.000100 [ Mon Dec 13 15:26:13 2021 ] Epoch: 6, Batch(5550/5671) done. Loss: 5.05369425 lr:0.000100 [ Mon Dec 13 15:26:30 2021 ] Epoch: 6, Batch(5600/5671) done. Loss: 18.66308594 lr:0.000100 [ Mon Dec 13 15:26:45 2021 ] Epoch: 6, Batch(5650/5671) done. Loss: 22.56319046 lr:0.000100 [ Mon Dec 13 15:26:51 2021 ] Mean training loss: 24.7729585166. [ Mon Dec 13 15:27:55 2021 ] Dev WER: 50.30% [ Mon Dec 13 15:27:56 2021 ] Epoch: 7, Batch(0/5671) done. Loss: 38.83851624 lr:0.000100 [ Mon Dec 13 15:28:12 2021 ] Epoch: 7, Batch(50/5671) done. Loss: 29.12829399 lr:0.000100 [ Mon Dec 13 15:28:30 2021 ] Epoch: 7, Batch(100/5671) done. Loss: 29.88661766 lr:0.000100 [ Mon Dec 13 15:28:46 2021 ] Epoch: 7, Batch(150/5671) done. Loss: 47.01541519 lr:0.000100 [ Mon Dec 13 15:29:03 2021 ] Epoch: 7, Batch(200/5671) done. Loss: 17.69474983 lr:0.000100 [ Mon Dec 13 15:29:19 2021 ] Epoch: 7, Batch(250/5671) done. Loss: 15.16129875 lr:0.000100 [ Mon Dec 13 15:29:37 2021 ] Epoch: 7, Batch(300/5671) done. Loss: 16.40093040 lr:0.000100 [ Mon Dec 13 15:29:52 2021 ] Epoch: 7, Batch(350/5671) done. Loss: 16.76426125 lr:0.000100 [ Mon Dec 13 15:30:08 2021 ] Epoch: 7, Batch(400/5671) done. Loss: 24.14715004 lr:0.000100 [ Mon Dec 13 15:30:25 2021 ] Epoch: 7, Batch(450/5671) done. Loss: 34.47308731 lr:0.000100 [ Mon Dec 13 15:30:43 2021 ] Epoch: 7, Batch(500/5671) done. Loss: 2.57785034 lr:0.000100 [ Mon Dec 13 15:30:59 2021 ] Epoch: 7, Batch(550/5671) done. Loss: 39.37053680 lr:0.000100 [ Mon Dec 13 15:31:17 2021 ] Epoch: 7, Batch(600/5671) done. Loss: 34.65835190 lr:0.000100 [ Mon Dec 13 15:31:34 2021 ] Epoch: 7, Batch(650/5671) done. Loss: 2.21132445 lr:0.000100 [ Mon Dec 13 15:31:52 2021 ] Epoch: 7, Batch(700/5671) done. Loss: 65.01424408 lr:0.000100 [ Mon Dec 13 15:32:08 2021 ] Epoch: 7, Batch(750/5671) done. Loss: 36.42240143 lr:0.000100 [ Mon Dec 13 15:32:24 2021 ] Epoch: 7, Batch(800/5671) done. Loss: 12.10537815 lr:0.000100 [ Mon Dec 13 15:32:42 2021 ] Epoch: 7, Batch(850/5671) done. Loss: 3.49184179 lr:0.000100 [ Mon Dec 13 15:32:59 2021 ] Epoch: 7, Batch(900/5671) done. Loss: 2.41289687 lr:0.000100 [ Mon Dec 13 15:33:14 2021 ] Epoch: 7, Batch(950/5671) done. Loss: 16.35646057 lr:0.000100 [ Mon Dec 13 15:33:31 2021 ] Epoch: 7, Batch(1000/5671) done. Loss: 28.00804901 lr:0.000100 [ Mon Dec 13 15:33:49 2021 ] Epoch: 7, Batch(1050/5671) done. Loss: 17.55750656 lr:0.000100 [ Mon Dec 13 15:34:07 2021 ] Epoch: 7, Batch(1100/5671) done. Loss: 27.14974976 lr:0.000100 [ Mon Dec 13 15:34:24 2021 ] Epoch: 7, Batch(1150/5671) done. Loss: 18.26372910 lr:0.000100 [ Mon Dec 13 15:34:40 2021 ] Epoch: 7, Batch(1200/5671) done. Loss: 50.46965408 lr:0.000100 [ Mon Dec 13 15:34:56 2021 ] Epoch: 7, Batch(1250/5671) done. Loss: 12.30289459 lr:0.000100 [ Mon Dec 13 15:35:12 2021 ] Epoch: 7, Batch(1300/5671) done. Loss: 13.89839554 lr:0.000100 [ Mon Dec 13 15:35:28 2021 ] Epoch: 7, Batch(1350/5671) done. Loss: 29.23601151 lr:0.000100 [ Mon Dec 13 15:35:44 2021 ] Epoch: 7, Batch(1400/5671) done. Loss: 4.28431129 lr:0.000100 [ Mon Dec 13 15:36:00 2021 ] Epoch: 7, Batch(1450/5671) done. Loss: 42.00992584 lr:0.000100 [ Mon Dec 13 15:36:18 2021 ] Epoch: 7, Batch(1500/5671) done. Loss: 33.97787476 lr:0.000100 [ Mon Dec 13 15:36:37 2021 ] Epoch: 7, Batch(1550/5671) done. Loss: 19.83337975 lr:0.000100 [ Mon Dec 13 15:36:54 2021 ] Epoch: 7, Batch(1600/5671) done. Loss: 19.55418205 lr:0.000100 [ Mon Dec 13 15:37:10 2021 ] Epoch: 7, Batch(1650/5671) done. Loss: 9.14832115 lr:0.000100 [ Mon Dec 13 15:37:27 2021 ] Epoch: 7, Batch(1700/5671) done. Loss: 34.38164520 lr:0.000100 [ Mon Dec 13 15:37:44 2021 ] Epoch: 7, Batch(1750/5671) done. Loss: 40.71364594 lr:0.000100 [ Mon Dec 13 15:38:01 2021 ] Epoch: 7, Batch(1800/5671) done. Loss: 29.44395447 lr:0.000100 [ Mon Dec 13 15:38:17 2021 ] Epoch: 7, Batch(1850/5671) done. Loss: 10.77323532 lr:0.000100 [ Mon Dec 13 15:38:35 2021 ] Epoch: 7, Batch(1900/5671) done. Loss: 32.11605072 lr:0.000100 [ Mon Dec 13 15:38:51 2021 ] Epoch: 7, Batch(1950/5671) done. Loss: 11.07884026 lr:0.000100 [ Mon Dec 13 15:39:08 2021 ] Epoch: 7, Batch(2000/5671) done. Loss: 12.04209137 lr:0.000100 [ Mon Dec 13 15:39:25 2021 ] Epoch: 7, Batch(2050/5671) done. Loss: 25.79952621 lr:0.000100 [ Mon Dec 13 15:39:40 2021 ] Epoch: 7, Batch(2100/5671) done. Loss: 11.22955036 lr:0.000100 [ Mon Dec 13 15:39:56 2021 ] Epoch: 7, Batch(2150/5671) done. Loss: 28.21150780 lr:0.000100 [ Mon Dec 13 15:40:13 2021 ] Epoch: 7, Batch(2200/5671) done. Loss: 22.86550331 lr:0.000100 [ Mon Dec 13 15:40:31 2021 ] Epoch: 7, Batch(2250/5671) done. Loss: 23.65645218 lr:0.000100 [ Mon Dec 13 15:40:49 2021 ] Epoch: 7, Batch(2300/5671) done. Loss: 50.56527328 lr:0.000100 [ Mon Dec 13 15:41:06 2021 ] Epoch: 7, Batch(2350/5671) done. Loss: 19.95039749 lr:0.000100 [ Mon Dec 13 15:41:23 2021 ] Epoch: 7, Batch(2400/5671) done. Loss: 67.15657043 lr:0.000100 [ Mon Dec 13 15:41:38 2021 ] Epoch: 7, Batch(2450/5671) done. Loss: 20.50440598 lr:0.000100 [ Mon Dec 13 15:41:55 2021 ] Epoch: 7, Batch(2500/5671) done. Loss: 36.62248611 lr:0.000100 [ Mon Dec 13 15:42:11 2021 ] Epoch: 7, Batch(2550/5671) done. Loss: 12.14653206 lr:0.000100 [ Mon Dec 13 15:42:28 2021 ] Epoch: 7, Batch(2600/5671) done. Loss: 46.32580185 lr:0.000100 [ Mon Dec 13 15:42:45 2021 ] Epoch: 7, Batch(2650/5671) done. Loss: 7.63138008 lr:0.000100 [ Mon Dec 13 15:43:01 2021 ] Epoch: 7, Batch(2700/5671) done. Loss: 1.29337204 lr:0.000100 [ Mon Dec 13 15:43:18 2021 ] Epoch: 7, Batch(2750/5671) done. Loss: 9.13740253 lr:0.000100 [ Mon Dec 13 15:43:36 2021 ] Epoch: 7, Batch(2800/5671) done. Loss: 21.44527817 lr:0.000100 [ Mon Dec 13 15:43:51 2021 ] Epoch: 7, Batch(2850/5671) done. Loss: 13.60048103 lr:0.000100 [ Mon Dec 13 15:44:08 2021 ] Epoch: 7, Batch(2900/5671) done. Loss: 30.28094482 lr:0.000100 [ Mon Dec 13 15:44:24 2021 ] Epoch: 7, Batch(2950/5671) done. Loss: 17.30427170 lr:0.000100 [ Mon Dec 13 15:44:42 2021 ] Epoch: 7, Batch(3000/5671) done. Loss: 26.31967354 lr:0.000100 [ Mon Dec 13 15:44:58 2021 ] Epoch: 7, Batch(3050/5671) done. Loss: 31.23421860 lr:0.000100 [ Mon Dec 13 15:45:15 2021 ] Epoch: 7, Batch(3100/5671) done. Loss: 7.48008919 lr:0.000100 [ Mon Dec 13 15:45:31 2021 ] Epoch: 7, Batch(3150/5671) done. Loss: 45.31020355 lr:0.000100 [ Mon Dec 13 15:45:47 2021 ] Epoch: 7, Batch(3200/5671) done. Loss: 35.89490128 lr:0.000100 [ Mon Dec 13 15:46:05 2021 ] Epoch: 7, Batch(3250/5671) done. Loss: 13.26628780 lr:0.000100 [ Mon Dec 13 15:46:21 2021 ] Epoch: 7, Batch(3300/5671) done. Loss: 16.46187592 lr:0.000100 [ Mon Dec 13 15:46:38 2021 ] Epoch: 7, Batch(3350/5671) done. Loss: 21.07341385 lr:0.000100 [ Mon Dec 13 15:46:54 2021 ] Epoch: 7, Batch(3400/5671) done. Loss: 20.76859856 lr:0.000100 [ Mon Dec 13 15:47:11 2021 ] Epoch: 7, Batch(3450/5671) done. Loss: 16.14393997 lr:0.000100 [ Mon Dec 13 15:47:29 2021 ] Epoch: 7, Batch(3500/5671) done. Loss: 26.62438583 lr:0.000100 [ Mon Dec 13 15:47:45 2021 ] Epoch: 7, Batch(3550/5671) done. Loss: 72.37891388 lr:0.000100 [ Mon Dec 13 15:48:02 2021 ] Epoch: 7, Batch(3600/5671) done. Loss: 37.50771332 lr:0.000100 [ Mon Dec 13 15:48:19 2021 ] Epoch: 7, Batch(3650/5671) done. Loss: 21.05209541 lr:0.000100 [ Mon Dec 13 15:48:35 2021 ] Epoch: 7, Batch(3700/5671) done. Loss: 20.83133698 lr:0.000100 [ Mon Dec 13 15:48:52 2021 ] Epoch: 7, Batch(3750/5671) done. Loss: 9.25839043 lr:0.000100 [ Mon Dec 13 15:49:09 2021 ] Epoch: 7, Batch(3800/5671) done. Loss: 18.22864723 lr:0.000100 [ Mon Dec 13 15:49:24 2021 ] Epoch: 7, Batch(3850/5671) done. Loss: 11.91767979 lr:0.000100 [ Mon Dec 13 15:49:41 2021 ] Epoch: 7, Batch(3900/5671) done. Loss: 17.26476860 lr:0.000100 [ Mon Dec 13 15:49:59 2021 ] Epoch: 7, Batch(3950/5671) done. Loss: 8.40777969 lr:0.000100 [ Mon Dec 13 15:50:15 2021 ] Epoch: 7, Batch(4000/5671) done. Loss: 44.12838364 lr:0.000100 [ Mon Dec 13 15:50:30 2021 ] Epoch: 7, Batch(4050/5671) done. Loss: 8.62734127 lr:0.000100 [ Mon Dec 13 15:50:48 2021 ] Epoch: 7, Batch(4100/5671) done. Loss: 27.31855774 lr:0.000100 [ Mon Dec 13 15:51:05 2021 ] Epoch: 7, Batch(4150/5671) done. Loss: 26.43844604 lr:0.000100 [ Mon Dec 13 15:51:22 2021 ] Epoch: 7, Batch(4200/5671) done. Loss: 31.53077507 lr:0.000100 [ Mon Dec 13 15:51:38 2021 ] Epoch: 7, Batch(4250/5671) done. Loss: 37.21437836 lr:0.000100 [ Mon Dec 13 15:51:54 2021 ] Epoch: 7, Batch(4300/5671) done. Loss: 27.45858002 lr:0.000100 [ Mon Dec 13 15:52:10 2021 ] Epoch: 7, Batch(4350/5671) done. Loss: 13.42009354 lr:0.000100 [ Mon Dec 13 15:52:27 2021 ] Epoch: 7, Batch(4400/5671) done. Loss: 11.34840584 lr:0.000100 [ Mon Dec 13 15:52:44 2021 ] Epoch: 7, Batch(4450/5671) done. Loss: 11.11709023 lr:0.000100 [ Mon Dec 13 15:53:00 2021 ] Epoch: 7, Batch(4500/5671) done. Loss: 23.57260513 lr:0.000100 [ Mon Dec 13 15:53:17 2021 ] Epoch: 7, Batch(4550/5671) done. Loss: 18.59376717 lr:0.000100 [ Mon Dec 13 15:53:33 2021 ] Epoch: 7, Batch(4600/5671) done. Loss: 33.08475876 lr:0.000100 [ Mon Dec 13 15:53:49 2021 ] Epoch: 7, Batch(4650/5671) done. Loss: 11.16798878 lr:0.000100 [ Mon Dec 13 15:54:07 2021 ] Epoch: 7, Batch(4700/5671) done. Loss: 5.13870430 lr:0.000100 [ Mon Dec 13 15:54:24 2021 ] Epoch: 7, Batch(4750/5671) done. Loss: 9.46003532 lr:0.000100 [ Mon Dec 13 15:54:41 2021 ] Epoch: 7, Batch(4800/5671) done. Loss: 17.66411591 lr:0.000100 [ Mon Dec 13 15:55:00 2021 ] Epoch: 7, Batch(4850/5671) done. Loss: 19.79871750 lr:0.000100 [ Mon Dec 13 15:55:17 2021 ] Epoch: 7, Batch(4900/5671) done. Loss: 38.59492111 lr:0.000100 [ Mon Dec 13 15:55:32 2021 ] Epoch: 7, Batch(4950/5671) done. Loss: 25.33317566 lr:0.000100 [ Mon Dec 13 15:55:48 2021 ] Epoch: 7, Batch(5000/5671) done. Loss: 6.19407368 lr:0.000100 [ Mon Dec 13 15:56:06 2021 ] Epoch: 7, Batch(5050/5671) done. Loss: 26.40278053 lr:0.000100 [ Mon Dec 13 15:56:23 2021 ] Epoch: 7, Batch(5100/5671) done. Loss: 24.95299721 lr:0.000100 [ Mon Dec 13 15:56:40 2021 ] Epoch: 7, Batch(5150/5671) done. Loss: 12.01485062 lr:0.000100 [ Mon Dec 13 15:56:56 2021 ] Epoch: 7, Batch(5200/5671) done. Loss: 14.90619087 lr:0.000100 [ Mon Dec 13 15:57:13 2021 ] Epoch: 7, Batch(5250/5671) done. Loss: 19.36544991 lr:0.000100 [ Mon Dec 13 15:57:30 2021 ] Epoch: 7, Batch(5300/5671) done. Loss: 13.46031189 lr:0.000100 [ Mon Dec 13 15:57:48 2021 ] Epoch: 7, Batch(5350/5671) done. Loss: 29.49856186 lr:0.000100 [ Mon Dec 13 15:58:05 2021 ] Epoch: 7, Batch(5400/5671) done. Loss: 15.00164795 lr:0.000100 [ Mon Dec 13 15:58:22 2021 ] Epoch: 7, Batch(5450/5671) done. Loss: 46.96344376 lr:0.000100 [ Mon Dec 13 15:58:40 2021 ] Epoch: 7, Batch(5500/5671) done. Loss: 5.86282921 lr:0.000100 [ Mon Dec 13 15:58:56 2021 ] Epoch: 7, Batch(5550/5671) done. Loss: 26.29955482 lr:0.000100 [ Mon Dec 13 15:59:13 2021 ] Epoch: 7, Batch(5600/5671) done. Loss: 10.81306934 lr:0.000100 [ Mon Dec 13 15:59:30 2021 ] Epoch: 7, Batch(5650/5671) done. Loss: 16.42084122 lr:0.000100 [ Mon Dec 13 15:59:36 2021 ] Mean training loss: 22.1896000767. [ Mon Dec 13 16:00:39 2021 ] Dev WER: 48.70% [ Mon Dec 13 16:00:40 2021 ] Epoch: 8, Batch(0/5671) done. Loss: 15.60804462 lr:0.000100 [ Mon Dec 13 16:00:57 2021 ] Epoch: 8, Batch(50/5671) done. Loss: 15.51268291 lr:0.000100 [ Mon Dec 13 16:01:13 2021 ] Epoch: 8, Batch(100/5671) done. Loss: 12.38986492 lr:0.000100 [ Mon Dec 13 16:01:30 2021 ] Epoch: 8, Batch(150/5671) done. Loss: 44.39451218 lr:0.000100 [ Mon Dec 13 16:01:46 2021 ] Epoch: 8, Batch(200/5671) done. Loss: 12.09297752 lr:0.000100 [ Mon Dec 13 16:02:02 2021 ] Epoch: 8, Batch(250/5671) done. Loss: 28.00773430 lr:0.000100 [ Mon Dec 13 16:02:20 2021 ] Epoch: 8, Batch(300/5671) done. Loss: 8.46505547 lr:0.000100 [ Mon Dec 13 16:02:35 2021 ] Epoch: 8, Batch(350/5671) done. Loss: 33.00709534 lr:0.000100 [ Mon Dec 13 16:02:53 2021 ] Epoch: 8, Batch(400/5671) done. Loss: 27.28577232 lr:0.000100 [ Mon Dec 13 16:03:10 2021 ] Epoch: 8, Batch(450/5671) done. Loss: 11.92005920 lr:0.000100 [ Mon Dec 13 16:03:27 2021 ] Epoch: 8, Batch(500/5671) done. Loss: 19.84941483 lr:0.000100 [ Mon Dec 13 16:03:43 2021 ] Epoch: 8, Batch(550/5671) done. Loss: 20.00662231 lr:0.000100 [ Mon Dec 13 16:04:01 2021 ] Epoch: 8, Batch(600/5671) done. Loss: 13.56969261 lr:0.000100 [ Mon Dec 13 16:04:18 2021 ] Epoch: 8, Batch(650/5671) done. Loss: 9.01747704 lr:0.000100 [ Mon Dec 13 16:04:34 2021 ] Epoch: 8, Batch(700/5671) done. Loss: 20.10593033 lr:0.000100 [ Mon Dec 13 16:04:51 2021 ] Epoch: 8, Batch(750/5671) done. Loss: 39.37814331 lr:0.000100 [ Mon Dec 13 16:05:08 2021 ] Epoch: 8, Batch(800/5671) done. Loss: 33.79971313 lr:0.000100 [ Mon Dec 13 16:05:24 2021 ] Epoch: 8, Batch(850/5671) done. Loss: 30.73198318 lr:0.000100 [ Mon Dec 13 16:05:41 2021 ] Epoch: 8, Batch(900/5671) done. Loss: 12.30326653 lr:0.000100 [ Mon Dec 13 16:05:58 2021 ] Epoch: 8, Batch(950/5671) done. Loss: 11.23538971 lr:0.000100 [ Mon Dec 13 16:06:14 2021 ] Epoch: 8, Batch(1000/5671) done. Loss: 11.80843163 lr:0.000100 [ Mon Dec 13 16:06:31 2021 ] Epoch: 8, Batch(1050/5671) done. Loss: 8.76824284 lr:0.000100 [ Mon Dec 13 16:06:48 2021 ] Epoch: 8, Batch(1100/5671) done. Loss: 14.40663242 lr:0.000100 [ Mon Dec 13 16:07:06 2021 ] Epoch: 8, Batch(1150/5671) done. Loss: 6.51441240 lr:0.000100 [ Mon Dec 13 16:07:23 2021 ] Epoch: 8, Batch(1200/5671) done. Loss: 18.32936287 lr:0.000100 [ Mon Dec 13 16:07:39 2021 ] Epoch: 8, Batch(1250/5671) done. Loss: 3.94614887 lr:0.000100 [ Mon Dec 13 16:07:55 2021 ] Epoch: 8, Batch(1300/5671) done. Loss: 34.27447891 lr:0.000100 [ Mon Dec 13 16:08:11 2021 ] Epoch: 8, Batch(1350/5671) done. Loss: 10.52580357 lr:0.000100 [ Mon Dec 13 16:08:28 2021 ] Epoch: 8, Batch(1400/5671) done. Loss: 46.27934265 lr:0.000100 [ Mon Dec 13 16:08:45 2021 ] Epoch: 8, Batch(1450/5671) done. Loss: 44.02858353 lr:0.000100 [ Mon Dec 13 16:09:02 2021 ] Epoch: 8, Batch(1500/5671) done. Loss: 6.19014597 lr:0.000100 [ Mon Dec 13 16:09:19 2021 ] Epoch: 8, Batch(1550/5671) done. Loss: 15.07933044 lr:0.000100 [ Mon Dec 13 16:09:36 2021 ] Epoch: 8, Batch(1600/5671) done. Loss: 16.93227196 lr:0.000100 [ Mon Dec 13 16:09:52 2021 ] Epoch: 8, Batch(1650/5671) done. Loss: 0.26452121 lr:0.000100 [ Mon Dec 13 16:10:08 2021 ] Epoch: 8, Batch(1700/5671) done. Loss: 16.50091743 lr:0.000100 [ Mon Dec 13 16:10:26 2021 ] Epoch: 8, Batch(1750/5671) done. Loss: 20.71551704 lr:0.000100 [ Mon Dec 13 16:10:44 2021 ] Epoch: 8, Batch(1800/5671) done. Loss: 18.78881264 lr:0.000100 [ Mon Dec 13 16:11:01 2021 ] Epoch: 8, Batch(1850/5671) done. Loss: 13.40614128 lr:0.000100 [ Mon Dec 13 16:11:18 2021 ] Epoch: 8, Batch(1900/5671) done. Loss: 25.76229286 lr:0.000100 [ Mon Dec 13 16:11:35 2021 ] Epoch: 8, Batch(1950/5671) done. Loss: 26.64034462 lr:0.000100 [ Mon Dec 13 16:11:52 2021 ] Epoch: 8, Batch(2000/5671) done. Loss: 11.38979435 lr:0.000100 [ Mon Dec 13 16:12:09 2021 ] Epoch: 8, Batch(2050/5671) done. Loss: 12.92712402 lr:0.000100 [ Mon Dec 13 16:12:26 2021 ] Epoch: 8, Batch(2100/5671) done. Loss: 17.22117043 lr:0.000100 [ Mon Dec 13 16:12:42 2021 ] Epoch: 8, Batch(2150/5671) done. Loss: 13.25002861 lr:0.000100 [ Mon Dec 13 16:13:00 2021 ] Epoch: 8, Batch(2200/5671) done. Loss: 4.18831396 lr:0.000100 [ Mon Dec 13 16:13:16 2021 ] Epoch: 8, Batch(2250/5671) done. Loss: 22.81422234 lr:0.000100 [ Mon Dec 13 16:13:34 2021 ] Epoch: 8, Batch(2300/5671) done. Loss: 1.90773046 lr:0.000100 [ Mon Dec 13 16:13:50 2021 ] Epoch: 8, Batch(2350/5671) done. Loss: 15.68047905 lr:0.000100 [ Mon Dec 13 16:14:09 2021 ] Epoch: 8, Batch(2400/5671) done. Loss: 26.06430435 lr:0.000100 [ Mon Dec 13 16:14:25 2021 ] Epoch: 8, Batch(2450/5671) done. Loss: 39.16986465 lr:0.000100 [ Mon Dec 13 16:14:42 2021 ] Epoch: 8, Batch(2500/5671) done. Loss: 18.99117851 lr:0.000100 [ Mon Dec 13 16:14:59 2021 ] Epoch: 8, Batch(2550/5671) done. Loss: 20.35621071 lr:0.000100 [ Mon Dec 13 16:15:17 2021 ] Epoch: 8, Batch(2600/5671) done. Loss: 31.31252670 lr:0.000100 [ Mon Dec 13 16:15:33 2021 ] Epoch: 8, Batch(2650/5671) done. Loss: 15.65744495 lr:0.000100 [ Mon Dec 13 16:15:48 2021 ] Epoch: 8, Batch(2700/5671) done. Loss: 16.54216385 lr:0.000100 [ Mon Dec 13 16:16:04 2021 ] Epoch: 8, Batch(2750/5671) done. Loss: 35.95841980 lr:0.000100 [ Mon Dec 13 16:16:22 2021 ] Epoch: 8, Batch(2800/5671) done. Loss: 25.29966927 lr:0.000100 [ Mon Dec 13 16:16:37 2021 ] Epoch: 8, Batch(2850/5671) done. Loss: 13.51041698 lr:0.000100 [ Mon Dec 13 16:16:54 2021 ] Epoch: 8, Batch(2900/5671) done. Loss: 29.77687073 lr:0.000100 [ Mon Dec 13 16:17:11 2021 ] Epoch: 8, Batch(2950/5671) done. Loss: 29.55481148 lr:0.000100 [ Mon Dec 13 16:17:28 2021 ] Epoch: 8, Batch(3000/5671) done. Loss: 38.84645081 lr:0.000100 [ Mon Dec 13 16:17:46 2021 ] Epoch: 8, Batch(3050/5671) done. Loss: 18.55877495 lr:0.000100 [ Mon Dec 13 16:18:03 2021 ] Epoch: 8, Batch(3100/5671) done. Loss: 25.06521034 lr:0.000100 [ Mon Dec 13 16:18:19 2021 ] Epoch: 8, Batch(3150/5671) done. Loss: 18.89187241 lr:0.000100 [ Mon Dec 13 16:18:36 2021 ] Epoch: 8, Batch(3200/5671) done. Loss: 10.87652397 lr:0.000100 [ Mon Dec 13 16:18:53 2021 ] Epoch: 8, Batch(3250/5671) done. Loss: 2.63160777 lr:0.000100 [ Mon Dec 13 16:19:09 2021 ] Epoch: 8, Batch(3300/5671) done. Loss: 46.89848709 lr:0.000100 [ Mon Dec 13 16:19:26 2021 ] Epoch: 8, Batch(3350/5671) done. Loss: 31.51472664 lr:0.000100 [ Mon Dec 13 16:19:44 2021 ] Epoch: 8, Batch(3400/5671) done. Loss: 6.42227554 lr:0.000100 [ Mon Dec 13 16:20:00 2021 ] Epoch: 8, Batch(3450/5671) done. Loss: 23.46229172 lr:0.000100 [ Mon Dec 13 16:20:17 2021 ] Epoch: 8, Batch(3500/5671) done. Loss: 33.09157944 lr:0.000100 [ Mon Dec 13 16:20:34 2021 ] Epoch: 8, Batch(3550/5671) done. Loss: 31.04500008 lr:0.000100 [ Mon Dec 13 16:20:50 2021 ] Epoch: 8, Batch(3600/5671) done. Loss: 17.12997627 lr:0.000100 [ Mon Dec 13 16:21:06 2021 ] Epoch: 8, Batch(3650/5671) done. Loss: 23.41062164 lr:0.000100 [ Mon Dec 13 16:21:23 2021 ] Epoch: 8, Batch(3700/5671) done. Loss: 24.93143272 lr:0.000100 [ Mon Dec 13 16:21:40 2021 ] Epoch: 8, Batch(3750/5671) done. Loss: 23.80816650 lr:0.000100 [ Mon Dec 13 16:21:57 2021 ] Epoch: 8, Batch(3800/5671) done. Loss: 5.61041164 lr:0.000100 [ Mon Dec 13 16:22:13 2021 ] Epoch: 8, Batch(3850/5671) done. Loss: 27.25218391 lr:0.000100 [ Mon Dec 13 16:22:29 2021 ] Epoch: 8, Batch(3900/5671) done. Loss: 28.08722878 lr:0.000100 [ Mon Dec 13 16:22:47 2021 ] Epoch: 8, Batch(3950/5671) done. Loss: 1.79756331 lr:0.000100 [ Mon Dec 13 16:23:03 2021 ] Epoch: 8, Batch(4000/5671) done. Loss: 2.80106854 lr:0.000100 [ Mon Dec 13 16:23:20 2021 ] Epoch: 8, Batch(4050/5671) done. Loss: 12.53912067 lr:0.000100 [ Mon Dec 13 16:23:36 2021 ] Epoch: 8, Batch(4100/5671) done. Loss: 20.21218872 lr:0.000100 [ Mon Dec 13 16:23:53 2021 ] Epoch: 8, Batch(4150/5671) done. Loss: 28.51416397 lr:0.000100 [ Mon Dec 13 16:24:09 2021 ] Epoch: 8, Batch(4200/5671) done. Loss: 9.39892769 lr:0.000100 [ Mon Dec 13 16:24:26 2021 ] Epoch: 8, Batch(4250/5671) done. Loss: 12.83931446 lr:0.000100 [ Mon Dec 13 16:24:42 2021 ] Epoch: 8, Batch(4300/5671) done. Loss: 16.39908218 lr:0.000100 [ Mon Dec 13 16:24:58 2021 ] Epoch: 8, Batch(4350/5671) done. Loss: 10.06873417 lr:0.000100 [ Mon Dec 13 16:25:14 2021 ] Epoch: 8, Batch(4400/5671) done. Loss: 12.42756081 lr:0.000100 [ Mon Dec 13 16:25:31 2021 ] Epoch: 8, Batch(4450/5671) done. Loss: 16.91115570 lr:0.000100 [ Mon Dec 13 16:25:48 2021 ] Epoch: 8, Batch(4500/5671) done. Loss: 31.48834419 lr:0.000100 [ Mon Dec 13 16:26:05 2021 ] Epoch: 8, Batch(4550/5671) done. Loss: 11.12544441 lr:0.000100 [ Mon Dec 13 16:26:22 2021 ] Epoch: 8, Batch(4600/5671) done. Loss: 18.24415588 lr:0.000100 [ Mon Dec 13 16:26:39 2021 ] Epoch: 8, Batch(4650/5671) done. Loss: 15.84247398 lr:0.000100 [ Mon Dec 13 16:26:56 2021 ] Epoch: 8, Batch(4700/5671) done. Loss: 7.02318716 lr:0.000100 [ Mon Dec 13 16:27:14 2021 ] Epoch: 8, Batch(4750/5671) done. Loss: 29.60101128 lr:0.000100 [ Mon Dec 13 16:27:32 2021 ] Epoch: 8, Batch(4800/5671) done. Loss: 12.67430305 lr:0.000100 [ Mon Dec 13 16:27:49 2021 ] Epoch: 8, Batch(4850/5671) done. Loss: 35.68455887 lr:0.000100 [ Mon Dec 13 16:28:06 2021 ] Epoch: 8, Batch(4900/5671) done. Loss: 26.22294998 lr:0.000100 [ Mon Dec 13 16:28:21 2021 ] Epoch: 8, Batch(4950/5671) done. Loss: 18.55900383 lr:0.000100 [ Mon Dec 13 16:28:38 2021 ] Epoch: 8, Batch(5000/5671) done. Loss: 21.74353027 lr:0.000100 [ Mon Dec 13 16:28:55 2021 ] Epoch: 8, Batch(5050/5671) done. Loss: 10.44094086 lr:0.000100 [ Mon Dec 13 16:29:13 2021 ] Epoch: 8, Batch(5100/5671) done. Loss: 10.78180122 lr:0.000100 [ Mon Dec 13 16:29:29 2021 ] Epoch: 8, Batch(5150/5671) done. Loss: 44.01028824 lr:0.000100 [ Mon Dec 13 16:29:46 2021 ] Epoch: 8, Batch(5200/5671) done. Loss: 44.41218948 lr:0.000100 [ Mon Dec 13 16:30:03 2021 ] Epoch: 8, Batch(5250/5671) done. Loss: 15.52307892 lr:0.000100 [ Mon Dec 13 16:30:20 2021 ] Epoch: 8, Batch(5300/5671) done. Loss: 27.06330490 lr:0.000100 [ Mon Dec 13 16:30:38 2021 ] Epoch: 8, Batch(5350/5671) done. Loss: 6.40911245 lr:0.000100 [ Mon Dec 13 16:30:55 2021 ] Epoch: 8, Batch(5400/5671) done. Loss: 10.28325272 lr:0.000100 [ Mon Dec 13 16:31:11 2021 ] Epoch: 8, Batch(5450/5671) done. Loss: 11.43399525 lr:0.000100 [ Mon Dec 13 16:31:28 2021 ] Epoch: 8, Batch(5500/5671) done. Loss: 28.27284050 lr:0.000100 [ Mon Dec 13 16:31:45 2021 ] Epoch: 8, Batch(5550/5671) done. Loss: 6.99381495 lr:0.000100 [ Mon Dec 13 16:32:03 2021 ] Epoch: 8, Batch(5600/5671) done. Loss: 44.43922424 lr:0.000100 [ Mon Dec 13 16:32:20 2021 ] Epoch: 8, Batch(5650/5671) done. Loss: 25.24715805 lr:0.000100 [ Mon Dec 13 16:32:26 2021 ] Mean training loss: 20.0680898895. [ Mon Dec 13 16:33:30 2021 ] Dev WER: 46.30% [ Mon Dec 13 16:33:30 2021 ] Epoch: 9, Batch(0/5671) done. Loss: 13.03309536 lr:0.000100 [ Mon Dec 13 16:33:47 2021 ] Epoch: 9, Batch(50/5671) done. Loss: 21.12543869 lr:0.000100 [ Mon Dec 13 16:34:03 2021 ] Epoch: 9, Batch(100/5671) done. Loss: 9.56602573 lr:0.000100 [ Mon Dec 13 16:34:20 2021 ] Epoch: 9, Batch(150/5671) done. Loss: 14.35578918 lr:0.000100 [ Mon Dec 13 16:34:36 2021 ] Epoch: 9, Batch(200/5671) done. Loss: 31.24871826 lr:0.000100 [ Mon Dec 13 16:34:52 2021 ] Epoch: 9, Batch(250/5671) done. Loss: 51.16340637 lr:0.000100 [ Mon Dec 13 16:35:08 2021 ] Epoch: 9, Batch(300/5671) done. Loss: 6.76908064 lr:0.000100 [ Mon Dec 13 16:35:23 2021 ] Epoch: 9, Batch(350/5671) done. Loss: 16.68328094 lr:0.000100 [ Mon Dec 13 16:35:40 2021 ] Epoch: 9, Batch(400/5671) done. Loss: 7.82101536 lr:0.000100 [ Mon Dec 13 16:35:56 2021 ] Epoch: 9, Batch(450/5671) done. Loss: 10.52375221 lr:0.000100 [ Mon Dec 13 16:36:14 2021 ] Epoch: 9, Batch(500/5671) done. Loss: 4.19083881 lr:0.000100 [ Mon Dec 13 16:36:31 2021 ] Epoch: 9, Batch(550/5671) done. Loss: 34.46183777 lr:0.000100 [ Mon Dec 13 16:36:49 2021 ] Epoch: 9, Batch(600/5671) done. Loss: 2.26494002 lr:0.000100 [ Mon Dec 13 16:37:05 2021 ] Epoch: 9, Batch(650/5671) done. Loss: 15.82929325 lr:0.000100 [ Mon Dec 13 16:37:22 2021 ] Epoch: 9, Batch(700/5671) done. Loss: 14.49950790 lr:0.000100 [ Mon Dec 13 16:37:38 2021 ] Epoch: 9, Batch(750/5671) done. Loss: 24.96879768 lr:0.000100 [ Mon Dec 13 16:37:55 2021 ] Epoch: 9, Batch(800/5671) done. Loss: 16.33364296 lr:0.000100 [ Mon Dec 13 16:38:11 2021 ] Epoch: 9, Batch(850/5671) done. Loss: 35.85367584 lr:0.000100 [ Mon Dec 13 16:38:28 2021 ] Epoch: 9, Batch(900/5671) done. Loss: 17.82381630 lr:0.000100 [ Mon Dec 13 16:38:44 2021 ] Epoch: 9, Batch(950/5671) done. Loss: 7.97590113 lr:0.000100 [ Mon Dec 13 16:39:00 2021 ] Epoch: 9, Batch(1000/5671) done. Loss: 11.99198723 lr:0.000100 [ Mon Dec 13 16:39:17 2021 ] Epoch: 9, Batch(1050/5671) done. Loss: 11.90483379 lr:0.000100 [ Mon Dec 13 16:39:34 2021 ] Epoch: 9, Batch(1100/5671) done. Loss: 5.87279606 lr:0.000100 [ Mon Dec 13 16:39:51 2021 ] Epoch: 9, Batch(1150/5671) done. Loss: 23.53362846 lr:0.000100 [ Mon Dec 13 16:40:09 2021 ] Epoch: 9, Batch(1200/5671) done. Loss: 17.57563591 lr:0.000100 [ Mon Dec 13 16:40:24 2021 ] Epoch: 9, Batch(1250/5671) done. Loss: 21.11583519 lr:0.000100 [ Mon Dec 13 16:40:40 2021 ] Epoch: 9, Batch(1300/5671) done. Loss: 38.21646500 lr:0.000100 [ Mon Dec 13 16:40:57 2021 ] Epoch: 9, Batch(1350/5671) done. Loss: 24.36694527 lr:0.000100 [ Mon Dec 13 16:41:14 2021 ] Epoch: 9, Batch(1400/5671) done. Loss: 24.53093529 lr:0.000100 [ Mon Dec 13 16:41:31 2021 ] Epoch: 9, Batch(1450/5671) done. Loss: 15.37602520 lr:0.000100 [ Mon Dec 13 16:41:49 2021 ] Epoch: 9, Batch(1500/5671) done. Loss: 46.88833237 lr:0.000100 [ Mon Dec 13 16:42:08 2021 ] Epoch: 9, Batch(1550/5671) done. Loss: 16.65066910 lr:0.000100 [ Mon Dec 13 16:42:25 2021 ] Epoch: 9, Batch(1600/5671) done. Loss: 27.77437973 lr:0.000100 [ Mon Dec 13 16:42:41 2021 ] Epoch: 9, Batch(1650/5671) done. Loss: 35.52885056 lr:0.000100 [ Mon Dec 13 16:42:57 2021 ] Epoch: 9, Batch(1700/5671) done. Loss: 12.67736912 lr:0.000100 [ Mon Dec 13 16:43:12 2021 ] Epoch: 9, Batch(1750/5671) done. Loss: 20.68548775 lr:0.000100 [ Mon Dec 13 16:43:30 2021 ] Epoch: 9, Batch(1800/5671) done. Loss: 9.24326611 lr:0.000100 [ Mon Dec 13 16:43:46 2021 ] Epoch: 9, Batch(1850/5671) done. Loss: 20.10362625 lr:0.000100 [ Mon Dec 13 16:44:04 2021 ] Epoch: 9, Batch(1900/5671) done. Loss: 12.72367573 lr:0.000100 [ Mon Dec 13 16:44:20 2021 ] Epoch: 9, Batch(1950/5671) done. Loss: 5.61722994 lr:0.000100 [ Mon Dec 13 16:44:37 2021 ] Epoch: 9, Batch(2000/5671) done. Loss: 28.17728043 lr:0.000100 [ Mon Dec 13 16:44:53 2021 ] Epoch: 9, Batch(2050/5671) done. Loss: 46.58106613 lr:0.000100 [ Mon Dec 13 16:45:10 2021 ] Epoch: 9, Batch(2100/5671) done. Loss: 18.95093727 lr:0.000100 [ Mon Dec 13 16:45:25 2021 ] Epoch: 9, Batch(2150/5671) done. Loss: 13.70520306 lr:0.000100 [ Mon Dec 13 16:45:41 2021 ] Epoch: 9, Batch(2200/5671) done. Loss: 3.91590619 lr:0.000100 [ Mon Dec 13 16:45:58 2021 ] Epoch: 9, Batch(2250/5671) done. Loss: 3.79443932 lr:0.000100 [ Mon Dec 13 16:46:16 2021 ] Epoch: 9, Batch(2300/5671) done. Loss: 3.60237837 lr:0.000100 [ Mon Dec 13 16:46:33 2021 ] Epoch: 9, Batch(2350/5671) done. Loss: 12.48000622 lr:0.000100 [ Mon Dec 13 16:46:49 2021 ] Epoch: 9, Batch(2400/5671) done. Loss: 25.81263924 lr:0.000100 [ Mon Dec 13 16:47:05 2021 ] Epoch: 9, Batch(2450/5671) done. Loss: 10.47955322 lr:0.000100 [ Mon Dec 13 16:47:22 2021 ] Epoch: 9, Batch(2500/5671) done. Loss: 29.25828171 lr:0.000100 [ Mon Dec 13 16:47:39 2021 ] Epoch: 9, Batch(2550/5671) done. Loss: 12.75074291 lr:0.000100 [ Mon Dec 13 16:47:55 2021 ] Epoch: 9, Batch(2600/5671) done. Loss: 12.50857162 lr:0.000100 [ Mon Dec 13 16:48:12 2021 ] Epoch: 9, Batch(2650/5671) done. Loss: 28.28343582 lr:0.000100 [ Mon Dec 13 16:48:29 2021 ] Epoch: 9, Batch(2700/5671) done. Loss: 15.90715694 lr:0.000100 [ Mon Dec 13 16:48:46 2021 ] Epoch: 9, Batch(2750/5671) done. Loss: 16.49571419 lr:0.000100 [ Mon Dec 13 16:49:02 2021 ] Epoch: 9, Batch(2800/5671) done. Loss: 39.54967499 lr:0.000100 [ Mon Dec 13 16:49:18 2021 ] Epoch: 9, Batch(2850/5671) done. Loss: 8.68443775 lr:0.000100 [ Mon Dec 13 16:49:34 2021 ] Epoch: 9, Batch(2900/5671) done. Loss: 27.99777412 lr:0.000100 [ Mon Dec 13 16:49:51 2021 ] Epoch: 9, Batch(2950/5671) done. Loss: 33.91572189 lr:0.000100 [ Mon Dec 13 16:50:08 2021 ] Epoch: 9, Batch(3000/5671) done. Loss: 9.15170479 lr:0.000100 [ Mon Dec 13 16:50:25 2021 ] Epoch: 9, Batch(3050/5671) done. Loss: 16.62048149 lr:0.000100 [ Mon Dec 13 16:50:41 2021 ] Epoch: 9, Batch(3100/5671) done. Loss: 13.15285206 lr:0.000100 [ Mon Dec 13 16:50:58 2021 ] Epoch: 9, Batch(3150/5671) done. Loss: 12.84629440 lr:0.000100 [ Mon Dec 13 16:51:15 2021 ] Epoch: 9, Batch(3200/5671) done. Loss: 7.09902000 lr:0.000100 [ Mon Dec 13 16:51:31 2021 ] Epoch: 9, Batch(3250/5671) done. Loss: 5.14642525 lr:0.000100 [ Mon Dec 13 16:51:47 2021 ] Epoch: 9, Batch(3300/5671) done. Loss: 14.28442764 lr:0.000100 [ Mon Dec 13 16:52:05 2021 ] Epoch: 9, Batch(3350/5671) done. Loss: 14.75678349 lr:0.000100 [ Mon Dec 13 16:52:22 2021 ] Epoch: 9, Batch(3400/5671) done. Loss: 37.49328232 lr:0.000100 [ Mon Dec 13 16:52:39 2021 ] Epoch: 9, Batch(3450/5671) done. Loss: 14.85999680 lr:0.000100 [ Mon Dec 13 16:52:57 2021 ] Epoch: 9, Batch(3500/5671) done. Loss: 1.88007379 lr:0.000100 [ Mon Dec 13 16:53:15 2021 ] Epoch: 9, Batch(3550/5671) done. Loss: 61.32209015 lr:0.000100 [ Mon Dec 13 16:53:31 2021 ] Epoch: 9, Batch(3600/5671) done. Loss: 32.55414200 lr:0.000100 [ Mon Dec 13 16:53:47 2021 ] Epoch: 9, Batch(3650/5671) done. Loss: 14.42742538 lr:0.000100 [ Mon Dec 13 16:54:03 2021 ] Epoch: 9, Batch(3700/5671) done. Loss: 3.92020345 lr:0.000100 [ Mon Dec 13 16:54:19 2021 ] Epoch: 9, Batch(3750/5671) done. Loss: 21.56919861 lr:0.000100 [ Mon Dec 13 16:54:37 2021 ] Epoch: 9, Batch(3800/5671) done. Loss: 30.01500130 lr:0.000100 [ Mon Dec 13 16:54:53 2021 ] Epoch: 9, Batch(3850/5671) done. Loss: 13.55973434 lr:0.000100 [ Mon Dec 13 16:55:10 2021 ] Epoch: 9, Batch(3900/5671) done. Loss: 27.54230881 lr:0.000100 [ Mon Dec 13 16:55:28 2021 ] Epoch: 9, Batch(3950/5671) done. Loss: 41.25967026 lr:0.000100 [ Mon Dec 13 16:55:46 2021 ] Epoch: 9, Batch(4000/5671) done. Loss: 16.18821335 lr:0.000100 [ Mon Dec 13 16:56:02 2021 ] Epoch: 9, Batch(4050/5671) done. Loss: 40.73994064 lr:0.000100 [ Mon Dec 13 16:56:19 2021 ] Epoch: 9, Batch(4100/5671) done. Loss: 3.29417968 lr:0.000100 [ Mon Dec 13 16:56:36 2021 ] Epoch: 9, Batch(4150/5671) done. Loss: 20.67641640 lr:0.000100 [ Mon Dec 13 16:56:52 2021 ] Epoch: 9, Batch(4200/5671) done. Loss: 0.95804602 lr:0.000100 [ Mon Dec 13 16:57:10 2021 ] Epoch: 9, Batch(4250/5671) done. Loss: 0.66408855 lr:0.000100 [ Mon Dec 13 16:57:26 2021 ] Epoch: 9, Batch(4300/5671) done. Loss: 27.96800041 lr:0.000100 [ Mon Dec 13 16:57:44 2021 ] Epoch: 9, Batch(4350/5671) done. Loss: 20.16349411 lr:0.000100 [ Mon Dec 13 16:58:00 2021 ] Epoch: 9, Batch(4400/5671) done. Loss: 23.20217705 lr:0.000100 [ Mon Dec 13 16:58:16 2021 ] Epoch: 9, Batch(4450/5671) done. Loss: 17.84364510 lr:0.000100 [ Mon Dec 13 16:58:33 2021 ] Epoch: 9, Batch(4500/5671) done. Loss: 22.86911392 lr:0.000100 [ Mon Dec 13 16:58:50 2021 ] Epoch: 9, Batch(4550/5671) done. Loss: 2.30852699 lr:0.000100 [ Mon Dec 13 16:59:06 2021 ] Epoch: 9, Batch(4600/5671) done. Loss: 8.72255135 lr:0.000100 [ Mon Dec 13 16:59:23 2021 ] Epoch: 9, Batch(4650/5671) done. Loss: 28.73239899 lr:0.000100 [ Mon Dec 13 16:59:39 2021 ] Epoch: 9, Batch(4700/5671) done. Loss: 9.55547237 lr:0.000100 [ Mon Dec 13 16:59:56 2021 ] Epoch: 9, Batch(4750/5671) done. Loss: 15.84543133 lr:0.000100 [ Mon Dec 13 17:00:13 2021 ] Epoch: 9, Batch(4800/5671) done. Loss: 8.76143169 lr:0.000100 [ Mon Dec 13 17:00:30 2021 ] Epoch: 9, Batch(4850/5671) done. Loss: 63.36823654 lr:0.000100 [ Mon Dec 13 17:00:49 2021 ] Epoch: 9, Batch(4900/5671) done. Loss: 42.42955399 lr:0.000100 [ Mon Dec 13 17:01:04 2021 ] Epoch: 9, Batch(4950/5671) done. Loss: 12.97134209 lr:0.000100 [ Mon Dec 13 17:01:21 2021 ] Epoch: 9, Batch(5000/5671) done. Loss: 3.26150894 lr:0.000100 [ Mon Dec 13 17:01:38 2021 ] Epoch: 9, Batch(5050/5671) done. Loss: 56.31287384 lr:0.000100 [ Mon Dec 13 17:01:56 2021 ] Epoch: 9, Batch(5100/5671) done. Loss: 15.47697735 lr:0.000100 [ Mon Dec 13 17:02:13 2021 ] Epoch: 9, Batch(5150/5671) done. Loss: 21.39351082 lr:0.000100 [ Mon Dec 13 17:02:30 2021 ] Epoch: 9, Batch(5200/5671) done. Loss: 24.38844109 lr:0.000100 [ Mon Dec 13 17:02:47 2021 ] Epoch: 9, Batch(5250/5671) done. Loss: 12.74725723 lr:0.000100 [ Mon Dec 13 17:03:04 2021 ] Epoch: 9, Batch(5300/5671) done. Loss: 17.71179390 lr:0.000100 [ Mon Dec 13 17:03:22 2021 ] Epoch: 9, Batch(5350/5671) done. Loss: 23.02645874 lr:0.000100 [ Mon Dec 13 17:03:39 2021 ] Epoch: 9, Batch(5400/5671) done. Loss: 12.65777969 lr:0.000100 [ Mon Dec 13 17:03:56 2021 ] Epoch: 9, Batch(5450/5671) done. Loss: 15.81686020 lr:0.000100 [ Mon Dec 13 17:04:14 2021 ] Epoch: 9, Batch(5500/5671) done. Loss: 15.85899734 lr:0.000100 [ Mon Dec 13 17:04:31 2021 ] Epoch: 9, Batch(5550/5671) done. Loss: 45.97480392 lr:0.000100 [ Mon Dec 13 17:04:48 2021 ] Epoch: 9, Batch(5600/5671) done. Loss: 33.53639984 lr:0.000100 [ Mon Dec 13 17:05:04 2021 ] Epoch: 9, Batch(5650/5671) done. Loss: 23.26576424 lr:0.000100 [ Mon Dec 13 17:05:10 2021 ] Mean training loss: 18.1885502182. [ Mon Dec 13 17:06:14 2021 ] Dev WER: 45.90% [ Mon Dec 13 17:06:14 2021 ] Epoch: 10, Batch(0/5671) done. Loss: 2.30313206 lr:0.000100 [ Mon Dec 13 17:06:31 2021 ] Epoch: 10, Batch(50/5671) done. Loss: 10.16141224 lr:0.000100 [ Mon Dec 13 17:06:48 2021 ] Epoch: 10, Batch(100/5671) done. Loss: 14.38467503 lr:0.000100 [ Mon Dec 13 17:07:05 2021 ] Epoch: 10, Batch(150/5671) done. Loss: 16.46767426 lr:0.000100 [ Mon Dec 13 17:07:21 2021 ] Epoch: 10, Batch(200/5671) done. Loss: 13.73376942 lr:0.000100 [ Mon Dec 13 17:07:36 2021 ] Epoch: 10, Batch(250/5671) done. Loss: 13.70630741 lr:0.000100 [ Mon Dec 13 17:07:54 2021 ] Epoch: 10, Batch(300/5671) done. Loss: 32.42453384 lr:0.000100 [ Mon Dec 13 17:08:11 2021 ] Epoch: 10, Batch(350/5671) done. Loss: 9.16899586 lr:0.000100 [ Mon Dec 13 17:08:26 2021 ] Epoch: 10, Batch(400/5671) done. Loss: 10.75365543 lr:0.000100 [ Mon Dec 13 17:08:43 2021 ] Epoch: 10, Batch(450/5671) done. Loss: 9.30725956 lr:0.000100 [ Mon Dec 13 17:09:01 2021 ] Epoch: 10, Batch(500/5671) done. Loss: 25.03879929 lr:0.000100 [ Mon Dec 13 17:09:17 2021 ] Epoch: 10, Batch(550/5671) done. Loss: 27.73845863 lr:0.000100 [ Mon Dec 13 17:09:34 2021 ] Epoch: 10, Batch(600/5671) done. Loss: 15.46759129 lr:0.000100 [ Mon Dec 13 17:09:49 2021 ] Epoch: 10, Batch(650/5671) done. Loss: 29.91595268 lr:0.000100 [ Mon Dec 13 17:10:05 2021 ] Epoch: 10, Batch(700/5671) done. Loss: 11.08506966 lr:0.000100 [ Mon Dec 13 17:10:23 2021 ] Epoch: 10, Batch(750/5671) done. Loss: 2.83782673 lr:0.000100 [ Mon Dec 13 17:10:38 2021 ] Epoch: 10, Batch(800/5671) done. Loss: 24.71928978 lr:0.000100 [ Mon Dec 13 17:10:55 2021 ] Epoch: 10, Batch(850/5671) done. Loss: 10.35965157 lr:0.000100 [ Mon Dec 13 17:11:12 2021 ] Epoch: 10, Batch(900/5671) done. Loss: 9.53860569 lr:0.000100 [ Mon Dec 13 17:11:29 2021 ] Epoch: 10, Batch(950/5671) done. Loss: 2.45306420 lr:0.000100 [ Mon Dec 13 17:11:46 2021 ] Epoch: 10, Batch(1000/5671) done. Loss: 4.18323803 lr:0.000100 [ Mon Dec 13 17:12:05 2021 ] Epoch: 10, Batch(1050/5671) done. Loss: 22.14281273 lr:0.000100 [ Mon Dec 13 17:12:23 2021 ] Epoch: 10, Batch(1100/5671) done. Loss: 18.99250603 lr:0.000100 [ Mon Dec 13 17:12:41 2021 ] Epoch: 10, Batch(1150/5671) done. Loss: 7.58801270 lr:0.000100 [ Mon Dec 13 17:12:58 2021 ] Epoch: 10, Batch(1200/5671) done. Loss: 33.04516983 lr:0.000100 [ Mon Dec 13 17:13:14 2021 ] Epoch: 10, Batch(1250/5671) done. Loss: 8.23519993 lr:0.000100 [ Mon Dec 13 17:13:31 2021 ] Epoch: 10, Batch(1300/5671) done. Loss: 25.17489243 lr:0.000100 [ Mon Dec 13 17:13:47 2021 ] Epoch: 10, Batch(1350/5671) done. Loss: 15.28035545 lr:0.000100 [ Mon Dec 13 17:14:05 2021 ] Epoch: 10, Batch(1400/5671) done. Loss: 33.02806854 lr:0.000100 [ Mon Dec 13 17:14:20 2021 ] Epoch: 10, Batch(1450/5671) done. Loss: 3.76611209 lr:0.000100 [ Mon Dec 13 17:14:38 2021 ] Epoch: 10, Batch(1500/5671) done. Loss: 9.63922310 lr:0.000100 [ Mon Dec 13 17:14:55 2021 ] Epoch: 10, Batch(1550/5671) done. Loss: 11.18505478 lr:0.000100 [ Mon Dec 13 17:15:11 2021 ] Epoch: 10, Batch(1600/5671) done. Loss: 5.01214218 lr:0.000100 [ Mon Dec 13 17:15:27 2021 ] Epoch: 10, Batch(1650/5671) done. Loss: 10.92502880 lr:0.000100 [ Mon Dec 13 17:15:44 2021 ] Epoch: 10, Batch(1700/5671) done. Loss: 46.51169586 lr:0.000100 [ Mon Dec 13 17:16:01 2021 ] Epoch: 10, Batch(1750/5671) done. Loss: 7.77320242 lr:0.000100 [ Mon Dec 13 17:16:18 2021 ] Epoch: 10, Batch(1800/5671) done. Loss: 5.31998587 lr:0.000100 [ Mon Dec 13 17:16:35 2021 ] Epoch: 10, Batch(1850/5671) done. Loss: 15.89629078 lr:0.000100 [ Mon Dec 13 17:16:52 2021 ] Epoch: 10, Batch(1900/5671) done. Loss: 11.93533802 lr:0.000100 [ Mon Dec 13 17:17:10 2021 ] Epoch: 10, Batch(1950/5671) done. Loss: 17.67140198 lr:0.000100 [ Mon Dec 13 17:17:26 2021 ] Epoch: 10, Batch(2000/5671) done. Loss: 26.02926826 lr:0.000100 [ Mon Dec 13 17:17:43 2021 ] Epoch: 10, Batch(2050/5671) done. Loss: 25.78656578 lr:0.000100 [ Mon Dec 13 17:17:59 2021 ] Epoch: 10, Batch(2100/5671) done. Loss: 9.62848473 lr:0.000100 [ Mon Dec 13 17:18:15 2021 ] Epoch: 10, Batch(2150/5671) done. Loss: 27.22476578 lr:0.000100 [ Mon Dec 13 17:18:32 2021 ] Epoch: 10, Batch(2200/5671) done. Loss: 8.16103554 lr:0.000100 [ Mon Dec 13 17:18:48 2021 ] Epoch: 10, Batch(2250/5671) done. Loss: 20.19635201 lr:0.000100 [ Mon Dec 13 17:19:06 2021 ] Epoch: 10, Batch(2300/5671) done. Loss: 9.26729870 lr:0.000100 [ Mon Dec 13 17:19:24 2021 ] Epoch: 10, Batch(2350/5671) done. Loss: 17.03899765 lr:0.000100 [ Mon Dec 13 17:19:41 2021 ] Epoch: 10, Batch(2400/5671) done. Loss: 35.29305267 lr:0.000100 [ Mon Dec 13 17:19:57 2021 ] Epoch: 10, Batch(2450/5671) done. Loss: 36.65633011 lr:0.000100 [ Mon Dec 13 17:20:14 2021 ] Epoch: 10, Batch(2500/5671) done. Loss: 4.69310331 lr:0.000100 [ Mon Dec 13 17:20:32 2021 ] Epoch: 10, Batch(2550/5671) done. Loss: 24.35069847 lr:0.000100 [ Mon Dec 13 17:20:49 2021 ] Epoch: 10, Batch(2600/5671) done. Loss: 0.56960356 lr:0.000100 [ Mon Dec 13 17:21:05 2021 ] Epoch: 10, Batch(2650/5671) done. Loss: 15.95217228 lr:0.000100 [ Mon Dec 13 17:21:22 2021 ] Epoch: 10, Batch(2700/5671) done. Loss: 2.05999017 lr:0.000100 [ Mon Dec 13 17:21:38 2021 ] Epoch: 10, Batch(2750/5671) done. Loss: 26.02121735 lr:0.000100 [ Mon Dec 13 17:21:54 2021 ] Epoch: 10, Batch(2800/5671) done. Loss: 16.89092255 lr:0.000100 [ Mon Dec 13 17:22:09 2021 ] Epoch: 10, Batch(2850/5671) done. Loss: 8.21367264 lr:0.000100 [ Mon Dec 13 17:22:26 2021 ] Epoch: 10, Batch(2900/5671) done. Loss: 21.10033035 lr:0.000100 [ Mon Dec 13 17:22:43 2021 ] Epoch: 10, Batch(2950/5671) done. Loss: 9.97930527 lr:0.000100 [ Mon Dec 13 17:22:59 2021 ] Epoch: 10, Batch(3000/5671) done. Loss: 7.14425135 lr:0.000100 [ Mon Dec 13 17:23:16 2021 ] Epoch: 10, Batch(3050/5671) done. Loss: 5.42907429 lr:0.000100 [ Mon Dec 13 17:23:34 2021 ] Epoch: 10, Batch(3100/5671) done. Loss: 3.89379025 lr:0.000100 [ Mon Dec 13 17:23:50 2021 ] Epoch: 10, Batch(3150/5671) done. Loss: 28.24607086 lr:0.000100 [ Mon Dec 13 17:24:06 2021 ] Epoch: 10, Batch(3200/5671) done. Loss: 7.54096079 lr:0.000100 [ Mon Dec 13 17:24:22 2021 ] Epoch: 10, Batch(3250/5671) done. Loss: 46.52155685 lr:0.000100 [ Mon Dec 13 17:24:38 2021 ] Epoch: 10, Batch(3300/5671) done. Loss: 3.46957207 lr:0.000100 [ Mon Dec 13 17:24:54 2021 ] Epoch: 10, Batch(3350/5671) done. Loss: 14.83014107 lr:0.000100 [ Mon Dec 13 17:25:10 2021 ] Epoch: 10, Batch(3400/5671) done. Loss: 10.08501244 lr:0.000100 [ Mon Dec 13 17:25:28 2021 ] Epoch: 10, Batch(3450/5671) done. Loss: 7.32767296 lr:0.000100 [ Mon Dec 13 17:25:45 2021 ] Epoch: 10, Batch(3500/5671) done. Loss: 13.58491993 lr:0.000100 [ Mon Dec 13 17:26:02 2021 ] Epoch: 10, Batch(3550/5671) done. Loss: 21.96611595 lr:0.000100 [ Mon Dec 13 17:26:19 2021 ] Epoch: 10, Batch(3600/5671) done. Loss: 7.56905746 lr:0.000100 [ Mon Dec 13 17:26:36 2021 ] Epoch: 10, Batch(3650/5671) done. Loss: 9.45770645 lr:0.000100 [ Mon Dec 13 17:26:52 2021 ] Epoch: 10, Batch(3700/5671) done. Loss: 19.86505699 lr:0.000100 [ Mon Dec 13 17:27:08 2021 ] Epoch: 10, Batch(3750/5671) done. Loss: 31.18510246 lr:0.000100 [ Mon Dec 13 17:27:24 2021 ] Epoch: 10, Batch(3800/5671) done. Loss: 31.56398582 lr:0.000100 [ Mon Dec 13 17:27:39 2021 ] Epoch: 10, Batch(3850/5671) done. Loss: 10.20971394 lr:0.000100 [ Mon Dec 13 17:27:56 2021 ] Epoch: 10, Batch(3900/5671) done. Loss: 8.71489716 lr:0.000100 [ Mon Dec 13 17:28:12 2021 ] Epoch: 10, Batch(3950/5671) done. Loss: 24.59379387 lr:0.000100 [ Mon Dec 13 17:28:28 2021 ] Epoch: 10, Batch(4000/5671) done. Loss: 28.85803032 lr:0.000100 [ Mon Dec 13 17:28:44 2021 ] Epoch: 10, Batch(4050/5671) done. Loss: 14.83189201 lr:0.000100 [ Mon Dec 13 17:29:01 2021 ] Epoch: 10, Batch(4100/5671) done. Loss: 27.61351585 lr:0.000100 [ Mon Dec 13 17:29:17 2021 ] Epoch: 10, Batch(4150/5671) done. Loss: 7.86467409 lr:0.000100 [ Mon Dec 13 17:29:34 2021 ] Epoch: 10, Batch(4200/5671) done. Loss: 19.27445602 lr:0.000100 [ Mon Dec 13 17:29:51 2021 ] Epoch: 10, Batch(4250/5671) done. Loss: 21.31284142 lr:0.000100 [ Mon Dec 13 17:30:07 2021 ] Epoch: 10, Batch(4300/5671) done. Loss: 1.11508691 lr:0.000100 [ Mon Dec 13 17:30:23 2021 ] Epoch: 10, Batch(4350/5671) done. Loss: 9.26697731 lr:0.000100 [ Mon Dec 13 17:30:40 2021 ] Epoch: 10, Batch(4400/5671) done. Loss: 4.81118345 lr:0.000100 [ Mon Dec 13 17:30:57 2021 ] Epoch: 10, Batch(4450/5671) done. Loss: 16.04574203 lr:0.000100 [ Mon Dec 13 17:31:13 2021 ] Epoch: 10, Batch(4500/5671) done. Loss: 18.90816116 lr:0.000100 [ Mon Dec 13 17:31:31 2021 ] Epoch: 10, Batch(4550/5671) done. Loss: 12.74441719 lr:0.000100 [ Mon Dec 13 17:31:47 2021 ] Epoch: 10, Batch(4600/5671) done. Loss: 23.44847870 lr:0.000100 [ Mon Dec 13 17:32:02 2021 ] Epoch: 10, Batch(4650/5671) done. Loss: 10.19446754 lr:0.000100 [ Mon Dec 13 17:32:18 2021 ] Epoch: 10, Batch(4700/5671) done. Loss: 8.81558418 lr:0.000100 [ Mon Dec 13 17:32:34 2021 ] Epoch: 10, Batch(4750/5671) done. Loss: 11.07030201 lr:0.000100 [ Mon Dec 13 17:32:51 2021 ] Epoch: 10, Batch(4800/5671) done. Loss: 21.11134911 lr:0.000100 [ Mon Dec 13 17:33:07 2021 ] Epoch: 10, Batch(4850/5671) done. Loss: 9.40648746 lr:0.000100 [ Mon Dec 13 17:33:24 2021 ] Epoch: 10, Batch(4900/5671) done. Loss: 20.19149780 lr:0.000100 [ Mon Dec 13 17:33:40 2021 ] Epoch: 10, Batch(4950/5671) done. Loss: 26.75631142 lr:0.000100 [ Mon Dec 13 17:33:56 2021 ] Epoch: 10, Batch(5000/5671) done. Loss: 17.97057343 lr:0.000100 [ Mon Dec 13 17:34:14 2021 ] Epoch: 10, Batch(5050/5671) done. Loss: 2.95869756 lr:0.000100 [ Mon Dec 13 17:34:31 2021 ] Epoch: 10, Batch(5100/5671) done. Loss: 22.40045166 lr:0.000100 [ Mon Dec 13 17:34:46 2021 ] Epoch: 10, Batch(5150/5671) done. Loss: 28.06820488 lr:0.000100 [ Mon Dec 13 17:35:03 2021 ] Epoch: 10, Batch(5200/5671) done. Loss: 28.93929100 lr:0.000100 [ Mon Dec 13 17:35:20 2021 ] Epoch: 10, Batch(5250/5671) done. Loss: 7.82912064 lr:0.000100 [ Mon Dec 13 17:35:37 2021 ] Epoch: 10, Batch(5300/5671) done. Loss: 33.06480789 lr:0.000100 [ Mon Dec 13 17:35:53 2021 ] Epoch: 10, Batch(5350/5671) done. Loss: 2.48796177 lr:0.000100 [ Mon Dec 13 17:36:10 2021 ] Epoch: 10, Batch(5400/5671) done. Loss: 16.44497299 lr:0.000100 [ Mon Dec 13 17:36:26 2021 ] Epoch: 10, Batch(5450/5671) done. Loss: 37.97501373 lr:0.000100 [ Mon Dec 13 17:36:43 2021 ] Epoch: 10, Batch(5500/5671) done. Loss: 22.83932495 lr:0.000100 [ Mon Dec 13 17:37:00 2021 ] Epoch: 10, Batch(5550/5671) done. Loss: 11.87789536 lr:0.000100 [ Mon Dec 13 17:37:16 2021 ] Epoch: 10, Batch(5600/5671) done. Loss: 13.22598457 lr:0.000100 [ Mon Dec 13 17:37:33 2021 ] Epoch: 10, Batch(5650/5671) done. Loss: 6.39961386 lr:0.000100 [ Mon Dec 13 17:37:39 2021 ] Mean training loss: 16.5056637096. [ Mon Dec 13 17:38:42 2021 ] Dev WER: 45.40% [ Mon Dec 13 17:38:43 2021 ] Epoch: 11, Batch(0/5671) done. Loss: 13.35040188 lr:0.000100 [ Mon Dec 13 17:39:01 2021 ] Epoch: 11, Batch(50/5671) done. Loss: 9.22133064 lr:0.000100 [ Mon Dec 13 17:39:18 2021 ] Epoch: 11, Batch(100/5671) done. Loss: 7.69660807 lr:0.000100 [ Mon Dec 13 17:39:34 2021 ] Epoch: 11, Batch(150/5671) done. Loss: 2.14780593 lr:0.000100 [ Mon Dec 13 17:39:51 2021 ] Epoch: 11, Batch(200/5671) done. Loss: 22.04816818 lr:0.000100 [ Mon Dec 13 17:40:07 2021 ] Epoch: 11, Batch(250/5671) done. Loss: 4.82514620 lr:0.000100 [ Mon Dec 13 17:40:24 2021 ] Epoch: 11, Batch(300/5671) done. Loss: 27.19066620 lr:0.000100 [ Mon Dec 13 17:40:39 2021 ] Epoch: 11, Batch(350/5671) done. Loss: 17.29831123 lr:0.000100 [ Mon Dec 13 17:40:55 2021 ] Epoch: 11, Batch(400/5671) done. Loss: 8.45487499 lr:0.000100 [ Mon Dec 13 17:41:13 2021 ] Epoch: 11, Batch(450/5671) done. Loss: 14.58815098 lr:0.000100 [ Mon Dec 13 17:41:30 2021 ] Epoch: 11, Batch(500/5671) done. Loss: 17.36470985 lr:0.000100 [ Mon Dec 13 17:41:46 2021 ] Epoch: 11, Batch(550/5671) done. Loss: 10.13083267 lr:0.000100 [ Mon Dec 13 17:42:03 2021 ] Epoch: 11, Batch(600/5671) done. Loss: 4.29806185 lr:0.000100 [ Mon Dec 13 17:42:19 2021 ] Epoch: 11, Batch(650/5671) done. Loss: 14.75487709 lr:0.000100 [ Mon Dec 13 17:42:35 2021 ] Epoch: 11, Batch(700/5671) done. Loss: 22.67852974 lr:0.000100 [ Mon Dec 13 17:42:52 2021 ] Epoch: 11, Batch(750/5671) done. Loss: 29.07685661 lr:0.000100 [ Mon Dec 13 17:43:09 2021 ] Epoch: 11, Batch(800/5671) done. Loss: 22.92432022 lr:0.000100 [ Mon Dec 13 17:43:26 2021 ] Epoch: 11, Batch(850/5671) done. Loss: 28.83377266 lr:0.000100 [ Mon Dec 13 17:43:43 2021 ] Epoch: 11, Batch(900/5671) done. Loss: 8.19477558 lr:0.000100 [ Mon Dec 13 17:43:57 2021 ] Epoch: 11, Batch(950/5671) done. Loss: 27.30383301 lr:0.000100 [ Mon Dec 13 17:44:13 2021 ] Epoch: 11, Batch(1000/5671) done. Loss: 15.48560619 lr:0.000100 [ Mon Dec 13 17:44:30 2021 ] Epoch: 11, Batch(1050/5671) done. Loss: 19.62887573 lr:0.000100 [ Mon Dec 13 17:44:46 2021 ] Epoch: 11, Batch(1100/5671) done. Loss: 20.78651619 lr:0.000100 [ Mon Dec 13 17:45:04 2021 ] Epoch: 11, Batch(1150/5671) done. Loss: 5.88616085 lr:0.000100 [ Mon Dec 13 17:45:22 2021 ] Epoch: 11, Batch(1200/5671) done. Loss: 10.28936195 lr:0.000100 [ Mon Dec 13 17:45:38 2021 ] Epoch: 11, Batch(1250/5671) done. Loss: 6.92389488 lr:0.000100 [ Mon Dec 13 17:45:53 2021 ] Epoch: 11, Batch(1300/5671) done. Loss: 15.47203445 lr:0.000100 [ Mon Dec 13 17:46:10 2021 ] Epoch: 11, Batch(1350/5671) done. Loss: 17.27049255 lr:0.000100 [ Mon Dec 13 17:46:27 2021 ] Epoch: 11, Batch(1400/5671) done. Loss: 4.87078381 lr:0.000100 [ Mon Dec 13 17:46:44 2021 ] Epoch: 11, Batch(1450/5671) done. Loss: 8.48127556 lr:0.000100 [ Mon Dec 13 17:47:00 2021 ] Epoch: 11, Batch(1500/5671) done. Loss: 25.51633835 lr:0.000100 [ Mon Dec 13 17:47:18 2021 ] Epoch: 11, Batch(1550/5671) done. Loss: 21.02271080 lr:0.000100 [ Mon Dec 13 17:47:33 2021 ] Epoch: 11, Batch(1600/5671) done. Loss: 21.88541603 lr:0.000100 [ Mon Dec 13 17:47:50 2021 ] Epoch: 11, Batch(1650/5671) done. Loss: 7.52176523 lr:0.000100 [ Mon Dec 13 17:48:05 2021 ] Epoch: 11, Batch(1700/5671) done. Loss: 5.76942348 lr:0.000100 [ Mon Dec 13 17:48:21 2021 ] Epoch: 11, Batch(1750/5671) done. Loss: 10.62861729 lr:0.000100 [ Mon Dec 13 17:48:39 2021 ] Epoch: 11, Batch(1800/5671) done. Loss: 63.42291260 lr:0.000100 [ Mon Dec 13 17:48:55 2021 ] Epoch: 11, Batch(1850/5671) done. Loss: 23.39167213 lr:0.000100 [ Mon Dec 13 17:49:11 2021 ] Epoch: 11, Batch(1900/5671) done. Loss: 61.66257095 lr:0.000100 [ Mon Dec 13 17:49:27 2021 ] Epoch: 11, Batch(1950/5671) done. Loss: 26.39197922 lr:0.000100 [ Mon Dec 13 17:49:44 2021 ] Epoch: 11, Batch(2000/5671) done. Loss: 4.10919619 lr:0.000100 [ Mon Dec 13 17:50:00 2021 ] Epoch: 11, Batch(2050/5671) done. Loss: 2.81581140 lr:0.000100 [ Mon Dec 13 17:50:17 2021 ] Epoch: 11, Batch(2100/5671) done. Loss: 12.52891159 lr:0.000100 [ Mon Dec 13 17:50:33 2021 ] Epoch: 11, Batch(2150/5671) done. Loss: 22.90953827 lr:0.000100 [ Mon Dec 13 17:50:50 2021 ] Epoch: 11, Batch(2200/5671) done. Loss: 39.43722153 lr:0.000100 [ Mon Dec 13 17:51:06 2021 ] Epoch: 11, Batch(2250/5671) done. Loss: 11.10814667 lr:0.000100 [ Mon Dec 13 17:51:23 2021 ] Epoch: 11, Batch(2300/5671) done. Loss: 18.07864380 lr:0.000100 [ Mon Dec 13 17:51:38 2021 ] Epoch: 11, Batch(2350/5671) done. Loss: 25.29100418 lr:0.000100 [ Mon Dec 13 17:51:54 2021 ] Epoch: 11, Batch(2400/5671) done. Loss: 9.84081078 lr:0.000100 [ Mon Dec 13 17:52:10 2021 ] Epoch: 11, Batch(2450/5671) done. Loss: 26.35807610 lr:0.000100 [ Mon Dec 13 17:52:27 2021 ] Epoch: 11, Batch(2500/5671) done. Loss: 18.71968651 lr:0.000100 [ Mon Dec 13 17:52:45 2021 ] Epoch: 11, Batch(2550/5671) done. Loss: 9.37928391 lr:0.000100 [ Mon Dec 13 17:53:01 2021 ] Epoch: 11, Batch(2600/5671) done. Loss: 39.76749039 lr:0.000100 [ Mon Dec 13 17:53:17 2021 ] Epoch: 11, Batch(2650/5671) done. Loss: 16.06741333 lr:0.000100 [ Mon Dec 13 17:53:34 2021 ] Epoch: 11, Batch(2700/5671) done. Loss: 18.50525093 lr:0.000100 [ Mon Dec 13 17:53:50 2021 ] Epoch: 11, Batch(2750/5671) done. Loss: 2.53099680 lr:0.000100 [ Mon Dec 13 17:54:07 2021 ] Epoch: 11, Batch(2800/5671) done. Loss: 12.44623089 lr:0.000100 [ Mon Dec 13 17:54:23 2021 ] Epoch: 11, Batch(2850/5671) done. Loss: 0.78644764 lr:0.000100 [ Mon Dec 13 17:54:40 2021 ] Epoch: 11, Batch(2900/5671) done. Loss: 16.43479347 lr:0.000100 [ Mon Dec 13 17:54:58 2021 ] Epoch: 11, Batch(2950/5671) done. Loss: 8.80920696 lr:0.000100 [ Mon Dec 13 17:55:13 2021 ] Epoch: 11, Batch(3000/5671) done. Loss: 27.84476471 lr:0.000100 [ Mon Dec 13 17:55:29 2021 ] Epoch: 11, Batch(3050/5671) done. Loss: 7.21222401 lr:0.000100 [ Mon Dec 13 17:55:45 2021 ] Epoch: 11, Batch(3100/5671) done. Loss: 18.01733017 lr:0.000100 [ Mon Dec 13 17:56:01 2021 ] Epoch: 11, Batch(3150/5671) done. Loss: 13.34495544 lr:0.000100 [ Mon Dec 13 17:56:17 2021 ] Epoch: 11, Batch(3200/5671) done. Loss: 4.15331793 lr:0.000100 [ Mon Dec 13 17:56:35 2021 ] Epoch: 11, Batch(3250/5671) done. Loss: 25.09918594 lr:0.000100 [ Mon Dec 13 17:56:52 2021 ] Epoch: 11, Batch(3300/5671) done. Loss: 3.94714165 lr:0.000100 [ Mon Dec 13 17:57:08 2021 ] Epoch: 11, Batch(3350/5671) done. Loss: 40.98776627 lr:0.000100 [ Mon Dec 13 17:57:25 2021 ] Epoch: 11, Batch(3400/5671) done. Loss: 20.55385208 lr:0.000100 [ Mon Dec 13 17:57:43 2021 ] Epoch: 11, Batch(3450/5671) done. Loss: 15.41101170 lr:0.000100 [ Mon Dec 13 17:58:00 2021 ] Epoch: 11, Batch(3500/5671) done. Loss: 25.10260201 lr:0.000100 [ Mon Dec 13 17:58:18 2021 ] Epoch: 11, Batch(3550/5671) done. Loss: 7.80595303 lr:0.000100 [ Mon Dec 13 17:58:34 2021 ] Epoch: 11, Batch(3600/5671) done. Loss: 13.68879223 lr:0.000100 [ Mon Dec 13 17:58:50 2021 ] Epoch: 11, Batch(3650/5671) done. Loss: 4.11871815 lr:0.000100 [ Mon Dec 13 17:59:06 2021 ] Epoch: 11, Batch(3700/5671) done. Loss: 2.68131757 lr:0.000100 [ Mon Dec 13 17:59:23 2021 ] Epoch: 11, Batch(3750/5671) done. Loss: 15.79670334 lr:0.000100 [ Mon Dec 13 17:59:39 2021 ] Epoch: 11, Batch(3800/5671) done. Loss: 18.95273972 lr:0.000100 [ Mon Dec 13 17:59:54 2021 ] Epoch: 11, Batch(3850/5671) done. Loss: 11.02918148 lr:0.000100 [ Mon Dec 13 18:00:11 2021 ] Epoch: 11, Batch(3900/5671) done. Loss: 24.90201187 lr:0.000100 [ Mon Dec 13 18:00:28 2021 ] Epoch: 11, Batch(3950/5671) done. Loss: 14.78029346 lr:0.000100 [ Mon Dec 13 18:00:44 2021 ] Epoch: 11, Batch(4000/5671) done. Loss: 16.96494675 lr:0.000100 [ Mon Dec 13 18:01:02 2021 ] Epoch: 11, Batch(4050/5671) done. Loss: 21.58579445 lr:0.000100 [ Mon Dec 13 18:01:18 2021 ] Epoch: 11, Batch(4100/5671) done. Loss: 7.72859812 lr:0.000100 [ Mon Dec 13 18:01:34 2021 ] Epoch: 11, Batch(4150/5671) done. Loss: 8.96641064 lr:0.000100 [ Mon Dec 13 18:01:49 2021 ] Epoch: 11, Batch(4200/5671) done. Loss: 8.97218037 lr:0.000100 [ Mon Dec 13 18:02:05 2021 ] Epoch: 11, Batch(4250/5671) done. Loss: 12.82406807 lr:0.000100 [ Mon Dec 13 18:02:21 2021 ] Epoch: 11, Batch(4300/5671) done. Loss: 11.15782356 lr:0.000100 [ Mon Dec 13 18:02:38 2021 ] Epoch: 11, Batch(4350/5671) done. Loss: 21.12484741 lr:0.000100 [ Mon Dec 13 18:02:55 2021 ] Epoch: 11, Batch(4400/5671) done. Loss: 12.93694496 lr:0.000100 [ Mon Dec 13 18:03:12 2021 ] Epoch: 11, Batch(4450/5671) done. Loss: 9.17422485 lr:0.000100 [ Mon Dec 13 18:03:27 2021 ] Epoch: 11, Batch(4500/5671) done. Loss: 1.00461435 lr:0.000100 [ Mon Dec 13 18:03:44 2021 ] Epoch: 11, Batch(4550/5671) done. Loss: 15.08523369 lr:0.000100 [ Mon Dec 13 18:03:59 2021 ] Epoch: 11, Batch(4600/5671) done. Loss: 1.16871142 lr:0.000100 [ Mon Dec 13 18:04:15 2021 ] Epoch: 11, Batch(4650/5671) done. Loss: 4.61848164 lr:0.000100 [ Mon Dec 13 18:04:32 2021 ] Epoch: 11, Batch(4700/5671) done. Loss: 11.60591984 lr:0.000100 [ Mon Dec 13 18:04:50 2021 ] Epoch: 11, Batch(4750/5671) done. Loss: 13.38797188 lr:0.000100 [ Mon Dec 13 18:05:06 2021 ] Epoch: 11, Batch(4800/5671) done. Loss: 16.96313667 lr:0.000100 [ Mon Dec 13 18:05:23 2021 ] Epoch: 11, Batch(4850/5671) done. Loss: 12.03974819 lr:0.000100 [ Mon Dec 13 18:05:41 2021 ] Epoch: 11, Batch(4900/5671) done. Loss: 25.62226486 lr:0.000100 [ Mon Dec 13 18:05:58 2021 ] Epoch: 11, Batch(4950/5671) done. Loss: 28.88907814 lr:0.000100 [ Mon Dec 13 18:06:13 2021 ] Epoch: 11, Batch(5000/5671) done. Loss: 22.51988792 lr:0.000100 [ Mon Dec 13 18:06:30 2021 ] Epoch: 11, Batch(5050/5671) done. Loss: 25.78244781 lr:0.000100 [ Mon Dec 13 18:06:47 2021 ] Epoch: 11, Batch(5100/5671) done. Loss: 20.62523079 lr:0.000100 [ Mon Dec 13 18:07:04 2021 ] Epoch: 11, Batch(5150/5671) done. Loss: 15.92973614 lr:0.000100 [ Mon Dec 13 18:07:20 2021 ] Epoch: 11, Batch(5200/5671) done. Loss: 11.03534126 lr:0.000100 [ Mon Dec 13 18:07:36 2021 ] Epoch: 11, Batch(5250/5671) done. Loss: 25.80489349 lr:0.000100 [ Mon Dec 13 18:07:53 2021 ] Epoch: 11, Batch(5300/5671) done. Loss: 12.96956635 lr:0.000100 [ Mon Dec 13 18:08:10 2021 ] Epoch: 11, Batch(5350/5671) done. Loss: 38.00711060 lr:0.000100 [ Mon Dec 13 18:08:27 2021 ] Epoch: 11, Batch(5400/5671) done. Loss: 32.30260849 lr:0.000100 [ Mon Dec 13 18:08:43 2021 ] Epoch: 11, Batch(5450/5671) done. Loss: 22.01576424 lr:0.000100 [ Mon Dec 13 18:09:00 2021 ] Epoch: 11, Batch(5500/5671) done. Loss: 26.02058983 lr:0.000100 [ Mon Dec 13 18:09:16 2021 ] Epoch: 11, Batch(5550/5671) done. Loss: 11.38406372 lr:0.000100 [ Mon Dec 13 18:09:33 2021 ] Epoch: 11, Batch(5600/5671) done. Loss: 29.70198250 lr:0.000100 [ Mon Dec 13 18:09:50 2021 ] Epoch: 11, Batch(5650/5671) done. Loss: 4.69024229 lr:0.000100 [ Mon Dec 13 18:09:57 2021 ] Mean training loss: 16.4035438572. [ Mon Dec 13 18:11:00 2021 ] Dev WER: 44.90% [ Mon Dec 13 18:11:01 2021 ] Epoch: 12, Batch(0/5671) done. Loss: 14.47731781 lr:0.000100 [ Mon Dec 13 18:11:17 2021 ] Epoch: 12, Batch(50/5671) done. Loss: 16.06630516 lr:0.000100 [ Mon Dec 13 18:11:34 2021 ] Epoch: 12, Batch(100/5671) done. Loss: 29.78038406 lr:0.000100 [ Mon Dec 13 18:11:50 2021 ] Epoch: 12, Batch(150/5671) done. Loss: 23.67920303 lr:0.000100 [ Mon Dec 13 18:12:08 2021 ] Epoch: 12, Batch(200/5671) done. Loss: 4.14867020 lr:0.000100 [ Mon Dec 13 18:12:24 2021 ] Epoch: 12, Batch(250/5671) done. Loss: 17.09031868 lr:0.000100 [ Mon Dec 13 18:12:40 2021 ] Epoch: 12, Batch(300/5671) done. Loss: 7.88331747 lr:0.000100 [ Mon Dec 13 18:12:56 2021 ] Epoch: 12, Batch(350/5671) done. Loss: 18.55294800 lr:0.000100 [ Mon Dec 13 18:13:13 2021 ] Epoch: 12, Batch(400/5671) done. Loss: 22.63434410 lr:0.000100 [ Mon Dec 13 18:13:31 2021 ] Epoch: 12, Batch(450/5671) done. Loss: 12.14233589 lr:0.000100 [ Mon Dec 13 18:13:48 2021 ] Epoch: 12, Batch(500/5671) done. Loss: 19.13507462 lr:0.000100 [ Mon Dec 13 18:14:05 2021 ] Epoch: 12, Batch(550/5671) done. Loss: 40.18310928 lr:0.000100 [ Mon Dec 13 18:14:21 2021 ] Epoch: 12, Batch(600/5671) done. Loss: 4.08485079 lr:0.000100 [ Mon Dec 13 18:14:39 2021 ] Epoch: 12, Batch(650/5671) done. Loss: 4.07356882 lr:0.000100 [ Mon Dec 13 18:14:54 2021 ] Epoch: 12, Batch(700/5671) done. Loss: 1.07159734 lr:0.000100 [ Mon Dec 13 18:15:10 2021 ] Epoch: 12, Batch(750/5671) done. Loss: 2.05524874 lr:0.000100 [ Mon Dec 13 18:15:26 2021 ] Epoch: 12, Batch(800/5671) done. Loss: 10.00118637 lr:0.000100 [ Mon Dec 13 18:15:42 2021 ] Epoch: 12, Batch(850/5671) done. Loss: 6.61231709 lr:0.000100 [ Mon Dec 13 18:15:58 2021 ] Epoch: 12, Batch(900/5671) done. Loss: 8.85220623 lr:0.000100 [ Mon Dec 13 18:16:15 2021 ] Epoch: 12, Batch(950/5671) done. Loss: 10.99307823 lr:0.000100 [ Mon Dec 13 18:16:31 2021 ] Epoch: 12, Batch(1000/5671) done. Loss: 6.97854900 lr:0.000100 [ Mon Dec 13 18:16:46 2021 ] Epoch: 12, Batch(1050/5671) done. Loss: 20.17852974 lr:0.000100 [ Mon Dec 13 18:17:03 2021 ] Epoch: 12, Batch(1100/5671) done. Loss: 8.08519363 lr:0.000100 [ Mon Dec 13 18:17:20 2021 ] Epoch: 12, Batch(1150/5671) done. Loss: 8.34709930 lr:0.000100 [ Mon Dec 13 18:17:37 2021 ] Epoch: 12, Batch(1200/5671) done. Loss: 13.12388134 lr:0.000100 [ Mon Dec 13 18:17:54 2021 ] Epoch: 12, Batch(1250/5671) done. Loss: 3.66547203 lr:0.000100 [ Mon Dec 13 18:18:10 2021 ] Epoch: 12, Batch(1300/5671) done. Loss: 6.81472778 lr:0.000100 [ Mon Dec 13 18:18:26 2021 ] Epoch: 12, Batch(1350/5671) done. Loss: 17.91680527 lr:0.000100 [ Mon Dec 13 18:18:41 2021 ] Epoch: 12, Batch(1400/5671) done. Loss: 9.24089146 lr:0.000100 [ Mon Dec 13 18:18:57 2021 ] Epoch: 12, Batch(1450/5671) done. Loss: 19.15903854 lr:0.000100 [ Mon Dec 13 18:19:15 2021 ] Epoch: 12, Batch(1500/5671) done. Loss: 2.65639162 lr:0.000100 [ Mon Dec 13 18:19:33 2021 ] Epoch: 12, Batch(1550/5671) done. Loss: 1.35647845 lr:0.000100 [ Mon Dec 13 18:19:49 2021 ] Epoch: 12, Batch(1600/5671) done. Loss: 1.59367931 lr:0.000100 [ Mon Dec 13 18:20:06 2021 ] Epoch: 12, Batch(1650/5671) done. Loss: 3.77178359 lr:0.000100 [ Mon Dec 13 18:20:23 2021 ] Epoch: 12, Batch(1700/5671) done. Loss: 12.37874985 lr:0.000100 [ Mon Dec 13 18:20:40 2021 ] Epoch: 12, Batch(1750/5671) done. Loss: 15.84224033 lr:0.000100 [ Mon Dec 13 18:20:57 2021 ] Epoch: 12, Batch(1800/5671) done. Loss: 7.68403864 lr:0.000100 [ Mon Dec 13 18:21:13 2021 ] Epoch: 12, Batch(1850/5671) done. Loss: 23.32636833 lr:0.000100 [ Mon Dec 13 18:21:30 2021 ] Epoch: 12, Batch(1900/5671) done. Loss: 9.45515156 lr:0.000100 [ Mon Dec 13 18:21:46 2021 ] Epoch: 12, Batch(1950/5671) done. Loss: 9.74179268 lr:0.000100 [ Mon Dec 13 18:22:03 2021 ] Epoch: 12, Batch(2000/5671) done. Loss: 17.21517754 lr:0.000100 [ Mon Dec 13 18:22:19 2021 ] Epoch: 12, Batch(2050/5671) done. Loss: 8.02571392 lr:0.000100 [ Mon Dec 13 18:22:36 2021 ] Epoch: 12, Batch(2100/5671) done. Loss: 2.47212076 lr:0.000100 [ Mon Dec 13 18:22:52 2021 ] Epoch: 12, Batch(2150/5671) done. Loss: 12.75516129 lr:0.000100 [ Mon Dec 13 18:23:10 2021 ] Epoch: 12, Batch(2200/5671) done. Loss: 22.09739113 lr:0.000100 [ Mon Dec 13 18:23:26 2021 ] Epoch: 12, Batch(2250/5671) done. Loss: 28.76473808 lr:0.000100 [ Mon Dec 13 18:23:44 2021 ] Epoch: 12, Batch(2300/5671) done. Loss: 11.48270130 lr:0.000100 [ Mon Dec 13 18:24:00 2021 ] Epoch: 12, Batch(2350/5671) done. Loss: 2.93540382 lr:0.000100 [ Mon Dec 13 18:24:17 2021 ] Epoch: 12, Batch(2400/5671) done. Loss: 7.05274296 lr:0.000100 [ Mon Dec 13 18:24:34 2021 ] Epoch: 12, Batch(2450/5671) done. Loss: 25.18000984 lr:0.000100 [ Mon Dec 13 18:24:52 2021 ] Epoch: 12, Batch(2500/5671) done. Loss: 11.50025177 lr:0.000100 [ Mon Dec 13 18:25:09 2021 ] Epoch: 12, Batch(2550/5671) done. Loss: 3.96129370 lr:0.000100 [ Mon Dec 13 18:25:26 2021 ] Epoch: 12, Batch(2600/5671) done. Loss: 22.70560646 lr:0.000100 [ Mon Dec 13 18:25:43 2021 ] Epoch: 12, Batch(2650/5671) done. Loss: 20.72226906 lr:0.000100 [ Mon Dec 13 18:26:00 2021 ] Epoch: 12, Batch(2700/5671) done. Loss: 26.72372437 lr:0.000100 [ Mon Dec 13 18:26:16 2021 ] Epoch: 12, Batch(2750/5671) done. Loss: 22.11714172 lr:0.000100 [ Mon Dec 13 18:26:32 2021 ] Epoch: 12, Batch(2800/5671) done. Loss: 9.66960812 lr:0.000100 [ Mon Dec 13 18:26:48 2021 ] Epoch: 12, Batch(2850/5671) done. Loss: 18.35457611 lr:0.000100 [ Mon Dec 13 18:27:04 2021 ] Epoch: 12, Batch(2900/5671) done. Loss: 11.40560913 lr:0.000100 [ Mon Dec 13 18:27:21 2021 ] Epoch: 12, Batch(2950/5671) done. Loss: 6.98993206 lr:0.000100 [ Mon Dec 13 18:27:36 2021 ] Epoch: 12, Batch(3000/5671) done. Loss: 18.40130424 lr:0.000100 [ Mon Dec 13 18:27:52 2021 ] Epoch: 12, Batch(3050/5671) done. Loss: 12.50393963 lr:0.000100 [ Mon Dec 13 18:28:09 2021 ] Epoch: 12, Batch(3100/5671) done. Loss: 3.72825956 lr:0.000100 [ Mon Dec 13 18:28:26 2021 ] Epoch: 12, Batch(3150/5671) done. Loss: 10.31588459 lr:0.000100 [ Mon Dec 13 18:28:42 2021 ] Epoch: 12, Batch(3200/5671) done. Loss: 3.92964411 lr:0.000100 [ Mon Dec 13 18:28:59 2021 ] Epoch: 12, Batch(3250/5671) done. Loss: 6.58240938 lr:0.000100 [ Mon Dec 13 18:29:15 2021 ] Epoch: 12, Batch(3300/5671) done. Loss: 12.24739552 lr:0.000100 [ Mon Dec 13 18:29:32 2021 ] Epoch: 12, Batch(3350/5671) done. Loss: 8.41265488 lr:0.000100 [ Mon Dec 13 18:29:50 2021 ] Epoch: 12, Batch(3400/5671) done. Loss: 14.08078003 lr:0.000100 [ Mon Dec 13 18:30:08 2021 ] Epoch: 12, Batch(3450/5671) done. Loss: 24.07917023 lr:0.000100 [ Mon Dec 13 18:30:23 2021 ] Epoch: 12, Batch(3500/5671) done. Loss: 10.82712650 lr:0.000100 [ Mon Dec 13 18:30:39 2021 ] Epoch: 12, Batch(3550/5671) done. Loss: 20.50424957 lr:0.000100 [ Mon Dec 13 18:30:57 2021 ] Epoch: 12, Batch(3600/5671) done. Loss: 11.18776512 lr:0.000100 [ Mon Dec 13 18:31:13 2021 ] Epoch: 12, Batch(3650/5671) done. Loss: 15.11642838 lr:0.000100 [ Mon Dec 13 18:31:30 2021 ] Epoch: 12, Batch(3700/5671) done. Loss: 6.30117750 lr:0.000100 [ Mon Dec 13 18:31:46 2021 ] Epoch: 12, Batch(3750/5671) done. Loss: 4.08998489 lr:0.000100 [ Mon Dec 13 18:32:02 2021 ] Epoch: 12, Batch(3800/5671) done. Loss: 11.87757301 lr:0.000100 [ Mon Dec 13 18:32:19 2021 ] Epoch: 12, Batch(3850/5671) done. Loss: 10.28989124 lr:0.000100 [ Mon Dec 13 18:32:36 2021 ] Epoch: 12, Batch(3900/5671) done. Loss: 3.66118598 lr:0.000100 [ Mon Dec 13 18:32:54 2021 ] Epoch: 12, Batch(3950/5671) done. Loss: 19.00642776 lr:0.000100 [ Mon Dec 13 18:33:11 2021 ] Epoch: 12, Batch(4000/5671) done. Loss: 21.17708397 lr:0.000100 [ Mon Dec 13 18:33:27 2021 ] Epoch: 12, Batch(4050/5671) done. Loss: 16.25510216 lr:0.000100 [ Mon Dec 13 18:33:44 2021 ] Epoch: 12, Batch(4100/5671) done. Loss: 1.05166829 lr:0.000100 [ Mon Dec 13 18:34:00 2021 ] Epoch: 12, Batch(4150/5671) done. Loss: 10.03231621 lr:0.000100 [ Mon Dec 13 18:34:16 2021 ] Epoch: 12, Batch(4200/5671) done. Loss: 16.84587479 lr:0.000100 [ Mon Dec 13 18:34:33 2021 ] Epoch: 12, Batch(4250/5671) done. Loss: 2.62626934 lr:0.000100 [ Mon Dec 13 18:34:49 2021 ] Epoch: 12, Batch(4300/5671) done. Loss: 17.37105751 lr:0.000100 [ Mon Dec 13 18:35:05 2021 ] Epoch: 12, Batch(4350/5671) done. Loss: 6.23238468 lr:0.000100 [ Mon Dec 13 18:35:21 2021 ] Epoch: 12, Batch(4400/5671) done. Loss: 6.52318478 lr:0.000100 [ Mon Dec 13 18:35:39 2021 ] Epoch: 12, Batch(4450/5671) done. Loss: 7.11325312 lr:0.000100 [ Mon Dec 13 18:35:55 2021 ] Epoch: 12, Batch(4500/5671) done. Loss: 3.92824316 lr:0.000100 [ Mon Dec 13 18:36:12 2021 ] Epoch: 12, Batch(4550/5671) done. Loss: 5.45650434 lr:0.000100 [ Mon Dec 13 18:36:28 2021 ] Epoch: 12, Batch(4600/5671) done. Loss: 11.83239174 lr:0.000100 [ Mon Dec 13 18:36:43 2021 ] Epoch: 12, Batch(4650/5671) done. Loss: 5.33388805 lr:0.000100 [ Mon Dec 13 18:37:01 2021 ] Epoch: 12, Batch(4700/5671) done. Loss: 16.64129066 lr:0.000100 [ Mon Dec 13 18:37:19 2021 ] Epoch: 12, Batch(4750/5671) done. Loss: 7.14053345 lr:0.000100 [ Mon Dec 13 18:37:35 2021 ] Epoch: 12, Batch(4800/5671) done. Loss: 6.47843409 lr:0.000100 [ Mon Dec 13 18:37:53 2021 ] Epoch: 12, Batch(4850/5671) done. Loss: 12.31931400 lr:0.000100 [ Mon Dec 13 18:38:10 2021 ] Epoch: 12, Batch(4900/5671) done. Loss: 17.18464279 lr:0.000100 [ Mon Dec 13 18:38:26 2021 ] Epoch: 12, Batch(4950/5671) done. Loss: 1.16553819 lr:0.000100 [ Mon Dec 13 18:38:43 2021 ] Epoch: 12, Batch(5000/5671) done. Loss: 7.99941635 lr:0.000100 [ Mon Dec 13 18:38:59 2021 ] Epoch: 12, Batch(5050/5671) done. Loss: 12.22468472 lr:0.000100 [ Mon Dec 13 18:39:18 2021 ] Epoch: 12, Batch(5100/5671) done. Loss: 11.98512840 lr:0.000100 [ Mon Dec 13 18:39:35 2021 ] Epoch: 12, Batch(5150/5671) done. Loss: 1.75724220 lr:0.000100 [ Mon Dec 13 18:39:51 2021 ] Epoch: 12, Batch(5200/5671) done. Loss: 13.61165905 lr:0.000100 [ Mon Dec 13 18:40:09 2021 ] Epoch: 12, Batch(5250/5671) done. Loss: 8.79228401 lr:0.000100 [ Mon Dec 13 18:40:26 2021 ] Epoch: 12, Batch(5300/5671) done. Loss: 26.04632950 lr:0.000100 [ Mon Dec 13 18:40:44 2021 ] Epoch: 12, Batch(5350/5671) done. Loss: 33.40537643 lr:0.000100 [ Mon Dec 13 18:41:00 2021 ] Epoch: 12, Batch(5400/5671) done. Loss: 54.68391037 lr:0.000100 [ Mon Dec 13 18:41:17 2021 ] Epoch: 12, Batch(5450/5671) done. Loss: 24.08182335 lr:0.000100 [ Mon Dec 13 18:41:35 2021 ] Epoch: 12, Batch(5500/5671) done. Loss: 2.39964437 lr:0.000100 [ Mon Dec 13 18:41:51 2021 ] Epoch: 12, Batch(5550/5671) done. Loss: 17.39490318 lr:0.000100 [ Mon Dec 13 18:42:09 2021 ] Epoch: 12, Batch(5600/5671) done. Loss: 6.14329910 lr:0.000100 [ Mon Dec 13 18:42:24 2021 ] Epoch: 12, Batch(5650/5671) done. Loss: 10.17939186 lr:0.000100 [ Mon Dec 13 18:42:30 2021 ] Mean training loss: 13.5099633003. [ Mon Dec 13 18:43:33 2021 ] Dev WER: 44.20% [ Mon Dec 13 18:43:33 2021 ] Epoch: 13, Batch(0/5671) done. Loss: 7.95658636 lr:0.000100 [ Mon Dec 13 18:43:50 2021 ] Epoch: 13, Batch(50/5671) done. Loss: 20.75308037 lr:0.000100 [ Mon Dec 13 18:44:08 2021 ] Epoch: 13, Batch(100/5671) done. Loss: 22.15175056 lr:0.000100 [ Mon Dec 13 18:44:25 2021 ] Epoch: 13, Batch(150/5671) done. Loss: 20.34053230 lr:0.000100 [ Mon Dec 13 18:44:42 2021 ] Epoch: 13, Batch(200/5671) done. Loss: 9.42309189 lr:0.000100 [ Mon Dec 13 18:44:58 2021 ] Epoch: 13, Batch(250/5671) done. Loss: 9.67282677 lr:0.000100 [ Mon Dec 13 18:45:15 2021 ] Epoch: 13, Batch(300/5671) done. Loss: 23.17926788 lr:0.000100 [ Mon Dec 13 18:45:30 2021 ] Epoch: 13, Batch(350/5671) done. Loss: 2.31992364 lr:0.000100 [ Mon Dec 13 18:45:46 2021 ] Epoch: 13, Batch(400/5671) done. Loss: 9.10824108 lr:0.000100 [ Mon Dec 13 18:46:04 2021 ] Epoch: 13, Batch(450/5671) done. Loss: 8.90662289 lr:0.000100 [ Mon Dec 13 18:46:22 2021 ] Epoch: 13, Batch(500/5671) done. Loss: 14.46635532 lr:0.000100 [ Mon Dec 13 18:46:38 2021 ] Epoch: 13, Batch(550/5671) done. Loss: 3.65957069 lr:0.000100 [ Mon Dec 13 18:46:56 2021 ] Epoch: 13, Batch(600/5671) done. Loss: 22.58416176 lr:0.000100 [ Mon Dec 13 18:47:13 2021 ] Epoch: 13, Batch(650/5671) done. Loss: 3.78183842 lr:0.000100 [ Mon Dec 13 18:47:30 2021 ] Epoch: 13, Batch(700/5671) done. Loss: 9.39939022 lr:0.000100 [ Mon Dec 13 18:47:47 2021 ] Epoch: 13, Batch(750/5671) done. Loss: 6.29451847 lr:0.000100 [ Mon Dec 13 18:48:04 2021 ] Epoch: 13, Batch(800/5671) done. Loss: 4.62070274 lr:0.000100 [ Mon Dec 13 18:48:19 2021 ] Epoch: 13, Batch(850/5671) done. Loss: 17.50273132 lr:0.000100 [ Mon Dec 13 18:48:36 2021 ] Epoch: 13, Batch(900/5671) done. Loss: 2.13284755 lr:0.000100 [ Mon Dec 13 18:48:53 2021 ] Epoch: 13, Batch(950/5671) done. Loss: 17.36668396 lr:0.000100 [ Mon Dec 13 18:49:09 2021 ] Epoch: 13, Batch(1000/5671) done. Loss: 32.49618912 lr:0.000100 [ Mon Dec 13 18:49:26 2021 ] Epoch: 13, Batch(1050/5671) done. Loss: 15.66749191 lr:0.000100 [ Mon Dec 13 18:49:43 2021 ] Epoch: 13, Batch(1100/5671) done. Loss: 16.49349785 lr:0.000100 [ Mon Dec 13 18:50:00 2021 ] Epoch: 13, Batch(1150/5671) done. Loss: 13.44167519 lr:0.000100 [ Mon Dec 13 18:50:18 2021 ] Epoch: 13, Batch(1200/5671) done. Loss: 23.38711548 lr:0.000100 [ Mon Dec 13 18:50:32 2021 ] Epoch: 13, Batch(1250/5671) done. Loss: 30.10983276 lr:0.000100 [ Mon Dec 13 18:50:48 2021 ] Epoch: 13, Batch(1300/5671) done. Loss: 4.70425844 lr:0.000100 [ Mon Dec 13 18:51:05 2021 ] Epoch: 13, Batch(1350/5671) done. Loss: 4.07843494 lr:0.000100 [ Mon Dec 13 18:51:22 2021 ] Epoch: 13, Batch(1400/5671) done. Loss: 8.75144100 lr:0.000100 [ Mon Dec 13 18:51:38 2021 ] Epoch: 13, Batch(1450/5671) done. Loss: 3.03224969 lr:0.000100 [ Mon Dec 13 18:51:55 2021 ] Epoch: 13, Batch(1500/5671) done. Loss: 6.81301737 lr:0.000100 [ Mon Dec 13 18:52:13 2021 ] Epoch: 13, Batch(1550/5671) done. Loss: 7.68427467 lr:0.000100 [ Mon Dec 13 18:52:29 2021 ] Epoch: 13, Batch(1600/5671) done. Loss: 7.55519342 lr:0.000100 [ Mon Dec 13 18:52:45 2021 ] Epoch: 13, Batch(1650/5671) done. Loss: 0.25004464 lr:0.000100 [ Mon Dec 13 18:53:00 2021 ] Epoch: 13, Batch(1700/5671) done. Loss: 12.32385540 lr:0.000100 [ Mon Dec 13 18:53:18 2021 ] Epoch: 13, Batch(1750/5671) done. Loss: 7.92156172 lr:0.000100 [ Mon Dec 13 18:53:35 2021 ] Epoch: 13, Batch(1800/5671) done. Loss: 14.83977795 lr:0.000100 [ Mon Dec 13 18:53:51 2021 ] Epoch: 13, Batch(1850/5671) done. Loss: 9.31699371 lr:0.000100 [ Mon Dec 13 18:54:08 2021 ] Epoch: 13, Batch(1900/5671) done. Loss: 11.94041538 lr:0.000100 [ Mon Dec 13 18:54:23 2021 ] Epoch: 13, Batch(1950/5671) done. Loss: 33.18792343 lr:0.000100 [ Mon Dec 13 18:54:40 2021 ] Epoch: 13, Batch(2000/5671) done. Loss: 12.97878075 lr:0.000100 [ Mon Dec 13 18:54:57 2021 ] Epoch: 13, Batch(2050/5671) done. Loss: 28.74104881 lr:0.000100 [ Mon Dec 13 18:55:12 2021 ] Epoch: 13, Batch(2100/5671) done. Loss: 2.59220767 lr:0.000100 [ Mon Dec 13 18:55:28 2021 ] Epoch: 13, Batch(2150/5671) done. Loss: 22.09126472 lr:0.000100 [ Mon Dec 13 18:55:46 2021 ] Epoch: 13, Batch(2200/5671) done. Loss: 18.48578072 lr:0.000100 [ Mon Dec 13 18:56:01 2021 ] Epoch: 13, Batch(2250/5671) done. Loss: 31.36532211 lr:0.000100 [ Mon Dec 13 18:56:19 2021 ] Epoch: 13, Batch(2300/5671) done. Loss: 7.65899706 lr:0.000100 [ Mon Dec 13 18:56:35 2021 ] Epoch: 13, Batch(2350/5671) done. Loss: 11.10983944 lr:0.000100 [ Mon Dec 13 18:56:52 2021 ] Epoch: 13, Batch(2400/5671) done. Loss: 7.96732378 lr:0.000100 [ Mon Dec 13 18:57:08 2021 ] Epoch: 13, Batch(2450/5671) done. Loss: 17.39100838 lr:0.000100 [ Mon Dec 13 18:57:26 2021 ] Epoch: 13, Batch(2500/5671) done. Loss: 31.68250847 lr:0.000100 [ Mon Dec 13 18:57:43 2021 ] Epoch: 13, Batch(2550/5671) done. Loss: 7.25375175 lr:0.000100 [ Mon Dec 13 18:58:00 2021 ] Epoch: 13, Batch(2600/5671) done. Loss: 21.12091064 lr:0.000100 [ Mon Dec 13 18:58:16 2021 ] Epoch: 13, Batch(2650/5671) done. Loss: 6.63788271 lr:0.000100 [ Mon Dec 13 18:58:32 2021 ] Epoch: 13, Batch(2700/5671) done. Loss: 8.39123344 lr:0.000100 [ Mon Dec 13 18:58:48 2021 ] Epoch: 13, Batch(2750/5671) done. Loss: 15.08061409 lr:0.000100 [ Mon Dec 13 18:59:05 2021 ] Epoch: 13, Batch(2800/5671) done. Loss: 20.75732803 lr:0.000100 [ Mon Dec 13 18:59:20 2021 ] Epoch: 13, Batch(2850/5671) done. Loss: 6.57666969 lr:0.000100 [ Mon Dec 13 18:59:37 2021 ] Epoch: 13, Batch(2900/5671) done. Loss: 22.57310486 lr:0.000100 [ Mon Dec 13 18:59:53 2021 ] Epoch: 13, Batch(2950/5671) done. Loss: 20.61561966 lr:0.000100 [ Mon Dec 13 19:00:09 2021 ] Epoch: 13, Batch(3000/5671) done. Loss: 14.30512142 lr:0.000100 [ Mon Dec 13 19:00:26 2021 ] Epoch: 13, Batch(3050/5671) done. Loss: 15.19731522 lr:0.000100 [ Mon Dec 13 19:00:43 2021 ] Epoch: 13, Batch(3100/5671) done. Loss: 8.47387123 lr:0.000100 [ Mon Dec 13 19:00:59 2021 ] Epoch: 13, Batch(3150/5671) done. Loss: 9.00772762 lr:0.000100 [ Mon Dec 13 19:01:14 2021 ] Epoch: 13, Batch(3200/5671) done. Loss: 12.06215763 lr:0.000100 [ Mon Dec 13 19:01:31 2021 ] Epoch: 13, Batch(3250/5671) done. Loss: 15.49480152 lr:0.000100 [ Mon Dec 13 19:01:47 2021 ] Epoch: 13, Batch(3300/5671) done. Loss: 9.04536629 lr:0.000100 [ Mon Dec 13 19:02:03 2021 ] Epoch: 13, Batch(3350/5671) done. Loss: 13.63561821 lr:0.000100 [ Mon Dec 13 19:02:20 2021 ] Epoch: 13, Batch(3400/5671) done. Loss: 9.96325207 lr:0.000100 [ Mon Dec 13 19:02:36 2021 ] Epoch: 13, Batch(3450/5671) done. Loss: 9.31476974 lr:0.000100 [ Mon Dec 13 19:02:53 2021 ] Epoch: 13, Batch(3500/5671) done. Loss: 13.22028065 lr:0.000100 [ Mon Dec 13 19:03:10 2021 ] Epoch: 13, Batch(3550/5671) done. Loss: 21.11861992 lr:0.000100 [ Mon Dec 13 19:03:26 2021 ] Epoch: 13, Batch(3600/5671) done. Loss: 2.69892478 lr:0.000100 [ Mon Dec 13 19:03:42 2021 ] Epoch: 13, Batch(3650/5671) done. Loss: 18.47088242 lr:0.000100 [ Mon Dec 13 19:04:00 2021 ] Epoch: 13, Batch(3700/5671) done. Loss: 1.76281607 lr:0.000100 [ Mon Dec 13 19:04:16 2021 ] Epoch: 13, Batch(3750/5671) done. Loss: 23.71444702 lr:0.000100 [ Mon Dec 13 19:04:32 2021 ] Epoch: 13, Batch(3800/5671) done. Loss: 0.61941320 lr:0.000100 [ Mon Dec 13 19:04:48 2021 ] Epoch: 13, Batch(3850/5671) done. Loss: 9.53287220 lr:0.000100 [ Mon Dec 13 19:05:04 2021 ] Epoch: 13, Batch(3900/5671) done. Loss: 2.73106241 lr:0.000100 [ Mon Dec 13 19:05:22 2021 ] Epoch: 13, Batch(3950/5671) done. Loss: 14.13586330 lr:0.000100 [ Mon Dec 13 19:05:39 2021 ] Epoch: 13, Batch(4000/5671) done. Loss: 19.02876472 lr:0.000100 [ Mon Dec 13 19:05:55 2021 ] Epoch: 13, Batch(4050/5671) done. Loss: 23.73908234 lr:0.000100 [ Mon Dec 13 19:06:10 2021 ] Epoch: 13, Batch(4100/5671) done. Loss: 11.07017326 lr:0.000100 [ Mon Dec 13 19:06:27 2021 ] Epoch: 13, Batch(4150/5671) done. Loss: 6.38135481 lr:0.000100 [ Mon Dec 13 19:06:45 2021 ] Epoch: 13, Batch(4200/5671) done. Loss: 12.91677666 lr:0.000100 [ Mon Dec 13 19:07:01 2021 ] Epoch: 13, Batch(4250/5671) done. Loss: 11.24612427 lr:0.000100 [ Mon Dec 13 19:07:16 2021 ] Epoch: 13, Batch(4300/5671) done. Loss: 21.52055931 lr:0.000100 [ Mon Dec 13 19:07:32 2021 ] Epoch: 13, Batch(4350/5671) done. Loss: 5.07744455 lr:0.000100 [ Mon Dec 13 19:07:48 2021 ] Epoch: 13, Batch(4400/5671) done. Loss: 3.75518894 lr:0.000100 [ Mon Dec 13 19:08:04 2021 ] Epoch: 13, Batch(4450/5671) done. Loss: 7.16893482 lr:0.000100 [ Mon Dec 13 19:08:21 2021 ] Epoch: 13, Batch(4500/5671) done. Loss: 21.24131012 lr:0.000100 [ Mon Dec 13 19:08:38 2021 ] Epoch: 13, Batch(4550/5671) done. Loss: 8.89218521 lr:0.000100 [ Mon Dec 13 19:08:54 2021 ] Epoch: 13, Batch(4600/5671) done. Loss: 18.91585541 lr:0.000100 [ Mon Dec 13 19:09:10 2021 ] Epoch: 13, Batch(4650/5671) done. Loss: 12.90047836 lr:0.000100 [ Mon Dec 13 19:09:28 2021 ] Epoch: 13, Batch(4700/5671) done. Loss: 6.73769426 lr:0.000100 [ Mon Dec 13 19:09:45 2021 ] Epoch: 13, Batch(4750/5671) done. Loss: 5.64609718 lr:0.000100 [ Mon Dec 13 19:10:02 2021 ] Epoch: 13, Batch(4800/5671) done. Loss: 7.09633160 lr:0.000100 [ Mon Dec 13 19:10:19 2021 ] Epoch: 13, Batch(4850/5671) done. Loss: 17.94775772 lr:0.000100 [ Mon Dec 13 19:10:35 2021 ] Epoch: 13, Batch(4900/5671) done. Loss: 8.21333981 lr:0.000100 [ Mon Dec 13 19:10:52 2021 ] Epoch: 13, Batch(4950/5671) done. Loss: 5.03929424 lr:0.000100 [ Mon Dec 13 19:11:10 2021 ] Epoch: 13, Batch(5000/5671) done. Loss: 4.08006954 lr:0.000100 [ Mon Dec 13 19:11:27 2021 ] Epoch: 13, Batch(5050/5671) done. Loss: 8.76636791 lr:0.000100 [ Mon Dec 13 19:11:45 2021 ] Epoch: 13, Batch(5100/5671) done. Loss: 18.16395950 lr:0.000100 [ Mon Dec 13 19:12:02 2021 ] Epoch: 13, Batch(5150/5671) done. Loss: 5.81886435 lr:0.000100 [ Mon Dec 13 19:12:19 2021 ] Epoch: 13, Batch(5200/5671) done. Loss: 28.92284203 lr:0.000100 [ Mon Dec 13 19:12:37 2021 ] Epoch: 13, Batch(5250/5671) done. Loss: 5.95411777 lr:0.000100 [ Mon Dec 13 19:12:56 2021 ] Epoch: 13, Batch(5300/5671) done. Loss: 27.10177422 lr:0.000100 [ Mon Dec 13 19:13:12 2021 ] Epoch: 13, Batch(5350/5671) done. Loss: 21.27833939 lr:0.000100 [ Mon Dec 13 19:13:28 2021 ] Epoch: 13, Batch(5400/5671) done. Loss: 16.83416939 lr:0.000100 [ Mon Dec 13 19:13:45 2021 ] Epoch: 13, Batch(5450/5671) done. Loss: 2.06573844 lr:0.000100 [ Mon Dec 13 19:14:01 2021 ] Epoch: 13, Batch(5500/5671) done. Loss: 8.88727856 lr:0.000100 [ Mon Dec 13 19:14:18 2021 ] Epoch: 13, Batch(5550/5671) done. Loss: 2.43702340 lr:0.000100 [ Mon Dec 13 19:14:35 2021 ] Epoch: 13, Batch(5600/5671) done. Loss: 9.26763248 lr:0.000100 [ Mon Dec 13 19:14:52 2021 ] Epoch: 13, Batch(5650/5671) done. Loss: 10.86133385 lr:0.000100 [ Mon Dec 13 19:14:58 2021 ] Mean training loss: 13.0176047551. [ Mon Dec 13 19:16:01 2021 ] Dev WER: 46.50% [ Mon Dec 13 19:16:02 2021 ] Epoch: 14, Batch(0/5671) done. Loss: 18.04024124 lr:0.000100 [ Mon Dec 13 19:16:17 2021 ] Epoch: 14, Batch(50/5671) done. Loss: 13.84638596 lr:0.000100 [ Mon Dec 13 19:16:33 2021 ] Epoch: 14, Batch(100/5671) done. Loss: 13.79552460 lr:0.000100 [ Mon Dec 13 19:16:51 2021 ] Epoch: 14, Batch(150/5671) done. Loss: 11.85530376 lr:0.000100 [ Mon Dec 13 19:17:07 2021 ] Epoch: 14, Batch(200/5671) done. Loss: 10.54457283 lr:0.000100 [ Mon Dec 13 19:17:23 2021 ] Epoch: 14, Batch(250/5671) done. Loss: 1.63222110 lr:0.000100 [ Mon Dec 13 19:17:39 2021 ] Epoch: 14, Batch(300/5671) done. Loss: 23.28026962 lr:0.000100 [ Mon Dec 13 19:17:55 2021 ] Epoch: 14, Batch(350/5671) done. Loss: 20.47925758 lr:0.000100 [ Mon Dec 13 19:18:11 2021 ] Epoch: 14, Batch(400/5671) done. Loss: 9.29941368 lr:0.000100 [ Mon Dec 13 19:18:27 2021 ] Epoch: 14, Batch(450/5671) done. Loss: 2.96526432 lr:0.000100 [ Mon Dec 13 19:18:45 2021 ] Epoch: 14, Batch(500/5671) done. Loss: 2.26547456 lr:0.000100 [ Mon Dec 13 19:19:01 2021 ] Epoch: 14, Batch(550/5671) done. Loss: 8.63214302 lr:0.000100 [ Mon Dec 13 19:19:20 2021 ] Epoch: 14, Batch(600/5671) done. Loss: 11.45240211 lr:0.000100 [ Mon Dec 13 19:19:36 2021 ] Epoch: 14, Batch(650/5671) done. Loss: 13.31663609 lr:0.000100 [ Mon Dec 13 19:19:53 2021 ] Epoch: 14, Batch(700/5671) done. Loss: 25.09247017 lr:0.000100 [ Mon Dec 13 19:20:10 2021 ] Epoch: 14, Batch(750/5671) done. Loss: 5.70738363 lr:0.000100 [ Mon Dec 13 19:20:26 2021 ] Epoch: 14, Batch(800/5671) done. Loss: 7.85742235 lr:0.000100 [ Mon Dec 13 19:20:44 2021 ] Epoch: 14, Batch(850/5671) done. Loss: 20.73576164 lr:0.000100 [ Mon Dec 13 19:21:01 2021 ] Epoch: 14, Batch(900/5671) done. Loss: 12.54338169 lr:0.000100 [ Mon Dec 13 19:21:18 2021 ] Epoch: 14, Batch(950/5671) done. Loss: 6.73667765 lr:0.000100 [ Mon Dec 13 19:21:34 2021 ] Epoch: 14, Batch(1000/5671) done. Loss: 4.70064306 lr:0.000100 [ Mon Dec 13 19:21:51 2021 ] Epoch: 14, Batch(1050/5671) done. Loss: 8.09600925 lr:0.000100 [ Mon Dec 13 19:22:08 2021 ] Epoch: 14, Batch(1100/5671) done. Loss: 10.98366928 lr:0.000100 [ Mon Dec 13 19:22:25 2021 ] Epoch: 14, Batch(1150/5671) done. Loss: 8.33037090 lr:0.000100 [ Mon Dec 13 19:22:41 2021 ] Epoch: 14, Batch(1200/5671) done. Loss: 33.58950424 lr:0.000100 [ Mon Dec 13 19:22:58 2021 ] Epoch: 14, Batch(1250/5671) done. Loss: 5.25352144 lr:0.000100 [ Mon Dec 13 19:23:13 2021 ] Epoch: 14, Batch(1300/5671) done. Loss: 4.47488976 lr:0.000100 [ Mon Dec 13 19:23:30 2021 ] Epoch: 14, Batch(1350/5671) done. Loss: 7.28367519 lr:0.000100 [ Mon Dec 13 19:23:46 2021 ] Epoch: 14, Batch(1400/5671) done. Loss: 21.07510757 lr:0.000100 [ Mon Dec 13 19:24:03 2021 ] Epoch: 14, Batch(1450/5671) done. Loss: 2.21351647 lr:0.000100 [ Mon Dec 13 19:24:20 2021 ] Epoch: 14, Batch(1500/5671) done. Loss: 6.28156757 lr:0.000100 [ Mon Dec 13 19:24:37 2021 ] Epoch: 14, Batch(1550/5671) done. Loss: 6.85427427 lr:0.000100 [ Mon Dec 13 19:24:53 2021 ] Epoch: 14, Batch(1600/5671) done. Loss: 7.00734091 lr:0.000100 [ Mon Dec 13 19:25:09 2021 ] Epoch: 14, Batch(1650/5671) done. Loss: 11.51804543 lr:0.000100 [ Mon Dec 13 19:25:25 2021 ] Epoch: 14, Batch(1700/5671) done. Loss: 3.27287173 lr:0.000100 [ Mon Dec 13 19:25:41 2021 ] Epoch: 14, Batch(1750/5671) done. Loss: 8.75408649 lr:0.000100 [ Mon Dec 13 19:25:59 2021 ] Epoch: 14, Batch(1800/5671) done. Loss: 10.42783833 lr:0.000100 [ Mon Dec 13 19:26:14 2021 ] Epoch: 14, Batch(1850/5671) done. Loss: 13.26382732 lr:0.000100 [ Mon Dec 13 19:26:33 2021 ] Epoch: 14, Batch(1900/5671) done. Loss: 14.06027317 lr:0.000100 [ Mon Dec 13 19:26:50 2021 ] Epoch: 14, Batch(1950/5671) done. Loss: 8.04768562 lr:0.000100 [ Mon Dec 13 19:27:06 2021 ] Epoch: 14, Batch(2000/5671) done. Loss: 5.73745728 lr:0.000100 [ Mon Dec 13 19:27:22 2021 ] Epoch: 14, Batch(2050/5671) done. Loss: 7.66730404 lr:0.000100 [ Mon Dec 13 19:27:38 2021 ] Epoch: 14, Batch(2100/5671) done. Loss: 4.23644018 lr:0.000100 [ Mon Dec 13 19:27:55 2021 ] Epoch: 14, Batch(2150/5671) done. Loss: 8.24194431 lr:0.000100 [ Mon Dec 13 19:28:12 2021 ] Epoch: 14, Batch(2200/5671) done. Loss: 6.96868181 lr:0.000100 [ Mon Dec 13 19:28:28 2021 ] Epoch: 14, Batch(2250/5671) done. Loss: 25.16037178 lr:0.000100 [ Mon Dec 13 19:28:45 2021 ] Epoch: 14, Batch(2300/5671) done. Loss: 7.56039810 lr:0.000100 [ Mon Dec 13 19:29:01 2021 ] Epoch: 14, Batch(2350/5671) done. Loss: 31.35149765 lr:0.000100 [ Mon Dec 13 19:29:18 2021 ] Epoch: 14, Batch(2400/5671) done. Loss: 1.19609141 lr:0.000100 [ Mon Dec 13 19:29:34 2021 ] Epoch: 14, Batch(2450/5671) done. Loss: 21.40879059 lr:0.000100 [ Mon Dec 13 19:29:52 2021 ] Epoch: 14, Batch(2500/5671) done. Loss: 10.71506786 lr:0.000100 [ Mon Dec 13 19:30:09 2021 ] Epoch: 14, Batch(2550/5671) done. Loss: 8.52605152 lr:0.000100 [ Mon Dec 13 19:30:26 2021 ] Epoch: 14, Batch(2600/5671) done. Loss: 17.06864738 lr:0.000100 [ Mon Dec 13 19:30:43 2021 ] Epoch: 14, Batch(2650/5671) done. Loss: 15.18449402 lr:0.000100 [ Mon Dec 13 19:31:00 2021 ] Epoch: 14, Batch(2700/5671) done. Loss: 7.22442341 lr:0.000100 [ Mon Dec 13 19:31:16 2021 ] Epoch: 14, Batch(2750/5671) done. Loss: 21.48090744 lr:0.000100 [ Mon Dec 13 19:31:33 2021 ] Epoch: 14, Batch(2800/5671) done. Loss: 5.57558966 lr:0.000100 [ Mon Dec 13 19:31:49 2021 ] Epoch: 14, Batch(2850/5671) done. Loss: 1.31473315 lr:0.000100 [ Mon Dec 13 19:32:05 2021 ] Epoch: 14, Batch(2900/5671) done. Loss: 8.40596104 lr:0.000100 [ Mon Dec 13 19:32:23 2021 ] Epoch: 14, Batch(2950/5671) done. Loss: 13.30310440 lr:0.000100 [ Mon Dec 13 19:32:38 2021 ] Epoch: 14, Batch(3000/5671) done. Loss: 11.16387558 lr:0.000100 [ Mon Dec 13 19:32:54 2021 ] Epoch: 14, Batch(3050/5671) done. Loss: 10.29236317 lr:0.000100 [ Mon Dec 13 19:33:11 2021 ] Epoch: 14, Batch(3100/5671) done. Loss: 13.82321072 lr:0.000100 [ Mon Dec 13 19:33:28 2021 ] Epoch: 14, Batch(3150/5671) done. Loss: 4.39297915 lr:0.000100 [ Mon Dec 13 19:33:44 2021 ] Epoch: 14, Batch(3200/5671) done. Loss: 2.52733374 lr:0.000100 [ Mon Dec 13 19:34:01 2021 ] Epoch: 14, Batch(3250/5671) done. Loss: 8.93931007 lr:0.000100 [ Mon Dec 13 19:34:16 2021 ] Epoch: 14, Batch(3300/5671) done. Loss: 19.35336685 lr:0.000100 [ Mon Dec 13 19:34:34 2021 ] Epoch: 14, Batch(3350/5671) done. Loss: 13.36699963 lr:0.000100 [ Mon Dec 13 19:34:50 2021 ] Epoch: 14, Batch(3400/5671) done. Loss: 9.71070480 lr:0.000100 [ Mon Dec 13 19:35:07 2021 ] Epoch: 14, Batch(3450/5671) done. Loss: 5.85499239 lr:0.000100 [ Mon Dec 13 19:35:23 2021 ] Epoch: 14, Batch(3500/5671) done. Loss: 9.85822392 lr:0.000100 [ Mon Dec 13 19:35:41 2021 ] Epoch: 14, Batch(3550/5671) done. Loss: 15.20121765 lr:0.000100 [ Mon Dec 13 19:35:58 2021 ] Epoch: 14, Batch(3600/5671) done. Loss: 5.09686518 lr:0.000100 [ Mon Dec 13 19:36:15 2021 ] Epoch: 14, Batch(3650/5671) done. Loss: 18.58084297 lr:0.000100 [ Mon Dec 13 19:36:31 2021 ] Epoch: 14, Batch(3700/5671) done. Loss: 8.85069847 lr:0.000100 [ Mon Dec 13 19:36:48 2021 ] Epoch: 14, Batch(3750/5671) done. Loss: 13.28490543 lr:0.000100 [ Mon Dec 13 19:37:04 2021 ] Epoch: 14, Batch(3800/5671) done. Loss: 10.68031311 lr:0.000100 [ Mon Dec 13 19:37:22 2021 ] Epoch: 14, Batch(3850/5671) done. Loss: 6.05420399 lr:0.000100 [ Mon Dec 13 19:37:38 2021 ] Epoch: 14, Batch(3900/5671) done. Loss: 10.24430180 lr:0.000100 [ Mon Dec 13 19:37:56 2021 ] Epoch: 14, Batch(3950/5671) done. Loss: 10.82895851 lr:0.000100 [ Mon Dec 13 19:38:11 2021 ] Epoch: 14, Batch(4000/5671) done. Loss: 10.33965302 lr:0.000100 [ Mon Dec 13 19:38:28 2021 ] Epoch: 14, Batch(4050/5671) done. Loss: 18.34317970 lr:0.000100 [ Mon Dec 13 19:38:46 2021 ] Epoch: 14, Batch(4100/5671) done. Loss: 5.42745876 lr:0.000100 [ Mon Dec 13 19:39:03 2021 ] Epoch: 14, Batch(4150/5671) done. Loss: 7.35587692 lr:0.000100 [ Mon Dec 13 19:39:20 2021 ] Epoch: 14, Batch(4200/5671) done. Loss: 11.09924507 lr:0.000100 [ Mon Dec 13 19:39:35 2021 ] Epoch: 14, Batch(4250/5671) done. Loss: 6.03993559 lr:0.000100 [ Mon Dec 13 19:39:50 2021 ] Epoch: 14, Batch(4300/5671) done. Loss: 13.27654266 lr:0.000100 [ Mon Dec 13 19:40:07 2021 ] Epoch: 14, Batch(4350/5671) done. Loss: 14.85912037 lr:0.000100 [ Mon Dec 13 19:40:24 2021 ] Epoch: 14, Batch(4400/5671) done. Loss: 0.51383489 lr:0.000100 [ Mon Dec 13 19:40:41 2021 ] Epoch: 14, Batch(4450/5671) done. Loss: 5.49678707 lr:0.000100 [ Mon Dec 13 19:40:58 2021 ] Epoch: 14, Batch(4500/5671) done. Loss: 11.61148834 lr:0.000100 [ Mon Dec 13 19:41:15 2021 ] Epoch: 14, Batch(4550/5671) done. Loss: 4.78041983 lr:0.000100 [ Mon Dec 13 19:41:31 2021 ] Epoch: 14, Batch(4600/5671) done. Loss: 6.01417303 lr:0.000100 [ Mon Dec 13 19:41:47 2021 ] Epoch: 14, Batch(4650/5671) done. Loss: 6.92307854 lr:0.000100 [ Mon Dec 13 19:42:05 2021 ] Epoch: 14, Batch(4700/5671) done. Loss: 0.88201612 lr:0.000100 [ Mon Dec 13 19:42:22 2021 ] Epoch: 14, Batch(4750/5671) done. Loss: 24.22037315 lr:0.000100 [ Mon Dec 13 19:42:39 2021 ] Epoch: 14, Batch(4800/5671) done. Loss: 14.88511372 lr:0.000100 [ Mon Dec 13 19:42:56 2021 ] Epoch: 14, Batch(4850/5671) done. Loss: 23.78599548 lr:0.000100 [ Mon Dec 13 19:43:14 2021 ] Epoch: 14, Batch(4900/5671) done. Loss: 26.63841438 lr:0.000100 [ Mon Dec 13 19:43:29 2021 ] Epoch: 14, Batch(4950/5671) done. Loss: 11.89661789 lr:0.000100 [ Mon Dec 13 19:43:46 2021 ] Epoch: 14, Batch(5000/5671) done. Loss: 8.69880199 lr:0.000100 [ Mon Dec 13 19:44:02 2021 ] Epoch: 14, Batch(5050/5671) done. Loss: 18.33220673 lr:0.000100 [ Mon Dec 13 19:44:20 2021 ] Epoch: 14, Batch(5100/5671) done. Loss: 4.41145945 lr:0.000100 [ Mon Dec 13 19:44:37 2021 ] Epoch: 14, Batch(5150/5671) done. Loss: 5.45066690 lr:0.000100 [ Mon Dec 13 19:44:53 2021 ] Epoch: 14, Batch(5200/5671) done. Loss: 11.21524334 lr:0.000100 [ Mon Dec 13 19:45:10 2021 ] Epoch: 14, Batch(5250/5671) done. Loss: 7.20858049 lr:0.000100 [ Mon Dec 13 19:45:28 2021 ] Epoch: 14, Batch(5300/5671) done. Loss: 50.92206192 lr:0.000100 [ Mon Dec 13 19:45:45 2021 ] Epoch: 14, Batch(5350/5671) done. Loss: 0.77746832 lr:0.000100 [ Mon Dec 13 19:46:02 2021 ] Epoch: 14, Batch(5400/5671) done. Loss: 7.92000532 lr:0.000100 [ Mon Dec 13 19:46:18 2021 ] Epoch: 14, Batch(5450/5671) done. Loss: 9.99672985 lr:0.000100 [ Mon Dec 13 19:46:35 2021 ] Epoch: 14, Batch(5500/5671) done. Loss: 23.06101036 lr:0.000100 [ Mon Dec 13 19:46:52 2021 ] Epoch: 14, Batch(5550/5671) done. Loss: 2.27736378 lr:0.000100 [ Mon Dec 13 19:47:09 2021 ] Epoch: 14, Batch(5600/5671) done. Loss: 2.01193476 lr:0.000100 [ Mon Dec 13 19:47:27 2021 ] Epoch: 14, Batch(5650/5671) done. Loss: 24.26083183 lr:0.000100 [ Mon Dec 13 19:47:32 2021 ] Mean training loss: 11.8604263464. [ Mon Dec 13 19:48:35 2021 ] Dev WER: 43.70% [ Mon Dec 13 19:48:36 2021 ] Epoch: 15, Batch(0/5671) done. Loss: 12.20303059 lr:0.000100 [ Mon Dec 13 19:48:51 2021 ] Epoch: 15, Batch(50/5671) done. Loss: 19.02073288 lr:0.000100 [ Mon Dec 13 19:49:08 2021 ] Epoch: 15, Batch(100/5671) done. Loss: 1.03521955 lr:0.000100 [ Mon Dec 13 19:49:24 2021 ] Epoch: 15, Batch(150/5671) done. Loss: 15.52480984 lr:0.000100 [ Mon Dec 13 19:49:41 2021 ] Epoch: 15, Batch(200/5671) done. Loss: 10.31973648 lr:0.000100 [ Mon Dec 13 19:49:57 2021 ] Epoch: 15, Batch(250/5671) done. Loss: 18.81729698 lr:0.000100 [ Mon Dec 13 19:50:13 2021 ] Epoch: 15, Batch(300/5671) done. Loss: 15.65710735 lr:0.000100 [ Mon Dec 13 19:50:28 2021 ] Epoch: 15, Batch(350/5671) done. Loss: 2.95633435 lr:0.000100 [ Mon Dec 13 19:50:45 2021 ] Epoch: 15, Batch(400/5671) done. Loss: 1.10727513 lr:0.000100 [ Mon Dec 13 19:51:02 2021 ] Epoch: 15, Batch(450/5671) done. Loss: 5.35101271 lr:0.000100 [ Mon Dec 13 19:51:19 2021 ] Epoch: 15, Batch(500/5671) done. Loss: 12.97703552 lr:0.000100 [ Mon Dec 13 19:51:34 2021 ] Epoch: 15, Batch(550/5671) done. Loss: 11.43386459 lr:0.000100 [ Mon Dec 13 19:51:52 2021 ] Epoch: 15, Batch(600/5671) done. Loss: 12.56982803 lr:0.000100 [ Mon Dec 13 19:52:09 2021 ] Epoch: 15, Batch(650/5671) done. Loss: 13.32564735 lr:0.000100 [ Mon Dec 13 19:52:25 2021 ] Epoch: 15, Batch(700/5671) done. Loss: 12.64698601 lr:0.000100 [ Mon Dec 13 19:52:42 2021 ] Epoch: 15, Batch(750/5671) done. Loss: 6.36401987 lr:0.000100 [ Mon Dec 13 19:52:59 2021 ] Epoch: 15, Batch(800/5671) done. Loss: 12.02652168 lr:0.000100 [ Mon Dec 13 19:53:15 2021 ] Epoch: 15, Batch(850/5671) done. Loss: 15.02049637 lr:0.000100 [ Mon Dec 13 19:53:31 2021 ] Epoch: 15, Batch(900/5671) done. Loss: 3.43379593 lr:0.000100 [ Mon Dec 13 19:53:47 2021 ] Epoch: 15, Batch(950/5671) done. Loss: 3.49527645 lr:0.000100 [ Mon Dec 13 19:54:02 2021 ] Epoch: 15, Batch(1000/5671) done. Loss: 11.42238903 lr:0.000100 [ Mon Dec 13 19:54:18 2021 ] Epoch: 15, Batch(1050/5671) done. Loss: 16.01128578 lr:0.000100 [ Mon Dec 13 19:54:35 2021 ] Epoch: 15, Batch(1100/5671) done. Loss: 3.44822097 lr:0.000100 [ Mon Dec 13 19:54:53 2021 ] Epoch: 15, Batch(1150/5671) done. Loss: 7.09812450 lr:0.000100 [ Mon Dec 13 19:55:09 2021 ] Epoch: 15, Batch(1200/5671) done. Loss: 22.31991577 lr:0.000100 [ Mon Dec 13 19:55:25 2021 ] Epoch: 15, Batch(1250/5671) done. Loss: 12.98085213 lr:0.000100 [ Mon Dec 13 19:55:41 2021 ] Epoch: 15, Batch(1300/5671) done. Loss: 4.15525913 lr:0.000100 [ Mon Dec 13 19:55:57 2021 ] Epoch: 15, Batch(1350/5671) done. Loss: 12.01459789 lr:0.000100 [ Mon Dec 13 19:56:13 2021 ] Epoch: 15, Batch(1400/5671) done. Loss: 2.60701489 lr:0.000100 [ Mon Dec 13 19:56:29 2021 ] Epoch: 15, Batch(1450/5671) done. Loss: 8.35183239 lr:0.000100 [ Mon Dec 13 19:56:46 2021 ] Epoch: 15, Batch(1500/5671) done. Loss: 24.69246674 lr:0.000100 [ Mon Dec 13 19:57:04 2021 ] Epoch: 15, Batch(1550/5671) done. Loss: 14.15037155 lr:0.000100 [ Mon Dec 13 19:57:20 2021 ] Epoch: 15, Batch(1600/5671) done. Loss: 7.19176292 lr:0.000100 [ Mon Dec 13 19:57:36 2021 ] Epoch: 15, Batch(1650/5671) done. Loss: 10.90611649 lr:0.000100 [ Mon Dec 13 19:57:53 2021 ] Epoch: 15, Batch(1700/5671) done. Loss: 0.91888857 lr:0.000100 [ Mon Dec 13 19:58:09 2021 ] Epoch: 15, Batch(1750/5671) done. Loss: 13.55787373 lr:0.000100 [ Mon Dec 13 19:58:25 2021 ] Epoch: 15, Batch(1800/5671) done. Loss: 5.69742250 lr:0.000100 [ Mon Dec 13 19:58:41 2021 ] Epoch: 15, Batch(1850/5671) done. Loss: 6.95579481 lr:0.000100 [ Mon Dec 13 19:58:59 2021 ] Epoch: 15, Batch(1900/5671) done. Loss: 5.69041491 lr:0.000100 [ Mon Dec 13 19:59:16 2021 ] Epoch: 15, Batch(1950/5671) done. Loss: 3.15061736 lr:0.000100 [ Mon Dec 13 19:59:33 2021 ] Epoch: 15, Batch(2000/5671) done. Loss: 4.64950943 lr:0.000100 [ Mon Dec 13 19:59:50 2021 ] Epoch: 15, Batch(2050/5671) done. Loss: 6.99345493 lr:0.000100 [ Mon Dec 13 20:00:06 2021 ] Epoch: 15, Batch(2100/5671) done. Loss: 9.34740162 lr:0.000100 [ Mon Dec 13 20:00:22 2021 ] Epoch: 15, Batch(2150/5671) done. Loss: 7.16165447 lr:0.000100 [ Mon Dec 13 20:00:39 2021 ] Epoch: 15, Batch(2200/5671) done. Loss: 17.71619415 lr:0.000100 [ Mon Dec 13 20:00:55 2021 ] Epoch: 15, Batch(2250/5671) done. Loss: 12.01078892 lr:0.000100 [ Mon Dec 13 20:01:13 2021 ] Epoch: 15, Batch(2300/5671) done. Loss: 27.98867607 lr:0.000100 [ Mon Dec 13 20:01:28 2021 ] Epoch: 15, Batch(2350/5671) done. Loss: 22.25987434 lr:0.000100 [ Mon Dec 13 20:01:46 2021 ] Epoch: 15, Batch(2400/5671) done. Loss: 16.13010025 lr:0.000100 [ Mon Dec 13 20:02:01 2021 ] Epoch: 15, Batch(2450/5671) done. Loss: 20.64513206 lr:0.000100 [ Mon Dec 13 20:02:19 2021 ] Epoch: 15, Batch(2500/5671) done. Loss: 0.24010584 lr:0.000100 [ Mon Dec 13 20:02:35 2021 ] Epoch: 15, Batch(2550/5671) done. Loss: 11.44549561 lr:0.000100 [ Mon Dec 13 20:02:53 2021 ] Epoch: 15, Batch(2600/5671) done. Loss: 14.04580021 lr:0.000100 [ Mon Dec 13 20:03:08 2021 ] Epoch: 15, Batch(2650/5671) done. Loss: 24.81873512 lr:0.000100 [ Mon Dec 13 20:03:25 2021 ] Epoch: 15, Batch(2700/5671) done. Loss: 11.70904541 lr:0.000100 [ Mon Dec 13 20:03:42 2021 ] Epoch: 15, Batch(2750/5671) done. Loss: 6.44445801 lr:0.000100 [ Mon Dec 13 20:03:58 2021 ] Epoch: 15, Batch(2800/5671) done. Loss: 14.21739101 lr:0.000100 [ Mon Dec 13 20:04:15 2021 ] Epoch: 15, Batch(2850/5671) done. Loss: 13.72280979 lr:0.000100 [ Mon Dec 13 20:04:32 2021 ] Epoch: 15, Batch(2900/5671) done. Loss: 6.33949375 lr:0.000100 [ Mon Dec 13 20:04:49 2021 ] Epoch: 15, Batch(2950/5671) done. Loss: 18.11481094 lr:0.000100 [ Mon Dec 13 20:05:05 2021 ] Epoch: 15, Batch(3000/5671) done. Loss: 5.07377577 lr:0.000100 [ Mon Dec 13 20:05:22 2021 ] Epoch: 15, Batch(3050/5671) done. Loss: 9.41939831 lr:0.000100 [ Mon Dec 13 20:05:40 2021 ] Epoch: 15, Batch(3100/5671) done. Loss: 11.07378197 lr:0.000100 [ Mon Dec 13 20:05:57 2021 ] Epoch: 15, Batch(3150/5671) done. Loss: 12.01575947 lr:0.000100 [ Mon Dec 13 20:06:13 2021 ] Epoch: 15, Batch(3200/5671) done. Loss: 5.43725634 lr:0.000100 [ Mon Dec 13 20:06:30 2021 ] Epoch: 15, Batch(3250/5671) done. Loss: 5.52318478 lr:0.000100 [ Mon Dec 13 20:06:46 2021 ] Epoch: 15, Batch(3300/5671) done. Loss: 6.01520491 lr:0.000100 [ Mon Dec 13 20:07:03 2021 ] Epoch: 15, Batch(3350/5671) done. Loss: 6.01371717 lr:0.000100 [ Mon Dec 13 20:07:19 2021 ] Epoch: 15, Batch(3400/5671) done. Loss: 8.79470062 lr:0.000100 [ Mon Dec 13 20:07:36 2021 ] Epoch: 15, Batch(3450/5671) done. Loss: 25.98188019 lr:0.000100 [ Mon Dec 13 20:07:52 2021 ] Epoch: 15, Batch(3500/5671) done. Loss: 13.91434288 lr:0.000100 [ Mon Dec 13 20:08:10 2021 ] Epoch: 15, Batch(3550/5671) done. Loss: 13.35634422 lr:0.000100 [ Mon Dec 13 20:08:27 2021 ] Epoch: 15, Batch(3600/5671) done. Loss: 8.85693932 lr:0.000100 [ Mon Dec 13 20:08:44 2021 ] Epoch: 15, Batch(3650/5671) done. Loss: 5.29628611 lr:0.000100 [ Mon Dec 13 20:09:01 2021 ] Epoch: 15, Batch(3700/5671) done. Loss: 5.24833727 lr:0.000100 [ Mon Dec 13 20:09:18 2021 ] Epoch: 15, Batch(3750/5671) done. Loss: 6.98677588 lr:0.000100 [ Mon Dec 13 20:09:34 2021 ] Epoch: 15, Batch(3800/5671) done. Loss: 16.62185860 lr:0.000100 [ Mon Dec 13 20:09:51 2021 ] Epoch: 15, Batch(3850/5671) done. Loss: 8.10678291 lr:0.000100 [ Mon Dec 13 20:10:07 2021 ] Epoch: 15, Batch(3900/5671) done. Loss: 3.53157640 lr:0.000100 [ Mon Dec 13 20:10:24 2021 ] Epoch: 15, Batch(3950/5671) done. Loss: 1.40508974 lr:0.000100 [ Mon Dec 13 20:10:40 2021 ] Epoch: 15, Batch(4000/5671) done. Loss: 5.10278416 lr:0.000100 [ Mon Dec 13 20:10:56 2021 ] Epoch: 15, Batch(4050/5671) done. Loss: 8.04750347 lr:0.000100 [ Mon Dec 13 20:11:12 2021 ] Epoch: 15, Batch(4100/5671) done. Loss: 5.72569323 lr:0.000100 [ Mon Dec 13 20:11:29 2021 ] Epoch: 15, Batch(4150/5671) done. Loss: 9.40551662 lr:0.000100 [ Mon Dec 13 20:11:46 2021 ] Epoch: 15, Batch(4200/5671) done. Loss: 9.93937492 lr:0.000100 [ Mon Dec 13 20:12:02 2021 ] Epoch: 15, Batch(4250/5671) done. Loss: 9.28276253 lr:0.000100 [ Mon Dec 13 20:12:17 2021 ] Epoch: 15, Batch(4300/5671) done. Loss: 10.79710579 lr:0.000100 [ Mon Dec 13 20:12:35 2021 ] Epoch: 15, Batch(4350/5671) done. Loss: 5.90742397 lr:0.000100 [ Mon Dec 13 20:12:53 2021 ] Epoch: 15, Batch(4400/5671) done. Loss: 10.54549313 lr:0.000100 [ Mon Dec 13 20:13:09 2021 ] Epoch: 15, Batch(4450/5671) done. Loss: 0.96271235 lr:0.000100 [ Mon Dec 13 20:13:26 2021 ] Epoch: 15, Batch(4500/5671) done. Loss: 5.98129845 lr:0.000100 [ Mon Dec 13 20:13:43 2021 ] Epoch: 15, Batch(4550/5671) done. Loss: 15.65756226 lr:0.000100 [ Mon Dec 13 20:13:59 2021 ] Epoch: 15, Batch(4600/5671) done. Loss: 3.53463197 lr:0.000100 [ Mon Dec 13 20:14:15 2021 ] Epoch: 15, Batch(4650/5671) done. Loss: 6.65314150 lr:0.000100 [ Mon Dec 13 20:14:32 2021 ] Epoch: 15, Batch(4700/5671) done. Loss: 6.70994377 lr:0.000100 [ Mon Dec 13 20:14:49 2021 ] Epoch: 15, Batch(4750/5671) done. Loss: 6.51055622 lr:0.000100 [ Mon Dec 13 20:15:06 2021 ] Epoch: 15, Batch(4800/5671) done. Loss: 8.76603413 lr:0.000100 [ Mon Dec 13 20:15:22 2021 ] Epoch: 15, Batch(4850/5671) done. Loss: 23.46634102 lr:0.000100 [ Mon Dec 13 20:15:40 2021 ] Epoch: 15, Batch(4900/5671) done. Loss: 7.35120201 lr:0.000100 [ Mon Dec 13 20:15:56 2021 ] Epoch: 15, Batch(4950/5671) done. Loss: 18.60445023 lr:0.000100 [ Mon Dec 13 20:16:11 2021 ] Epoch: 15, Batch(5000/5671) done. Loss: 5.71752024 lr:0.000100 [ Mon Dec 13 20:16:27 2021 ] Epoch: 15, Batch(5050/5671) done. Loss: 11.63235664 lr:0.000100 [ Mon Dec 13 20:16:45 2021 ] Epoch: 15, Batch(5100/5671) done. Loss: 10.06130981 lr:0.000100 [ Mon Dec 13 20:17:01 2021 ] Epoch: 15, Batch(5150/5671) done. Loss: 6.22915983 lr:0.000100 [ Mon Dec 13 20:17:18 2021 ] Epoch: 15, Batch(5200/5671) done. Loss: 0.94762218 lr:0.000100 [ Mon Dec 13 20:17:36 2021 ] Epoch: 15, Batch(5250/5671) done. Loss: 2.98086023 lr:0.000100 [ Mon Dec 13 20:17:52 2021 ] Epoch: 15, Batch(5300/5671) done. Loss: 5.22813177 lr:0.000100 [ Mon Dec 13 20:18:10 2021 ] Epoch: 15, Batch(5350/5671) done. Loss: 9.40397644 lr:0.000100 [ Mon Dec 13 20:18:26 2021 ] Epoch: 15, Batch(5400/5671) done. Loss: 25.82495880 lr:0.000100 [ Mon Dec 13 20:18:42 2021 ] Epoch: 15, Batch(5450/5671) done. Loss: 1.38402772 lr:0.000100 [ Mon Dec 13 20:18:58 2021 ] Epoch: 15, Batch(5500/5671) done. Loss: 16.87944603 lr:0.000100 [ Mon Dec 13 20:19:15 2021 ] Epoch: 15, Batch(5550/5671) done. Loss: 7.50123024 lr:0.000100 [ Mon Dec 13 20:19:31 2021 ] Epoch: 15, Batch(5600/5671) done. Loss: 18.91728210 lr:0.000100 [ Mon Dec 13 20:19:47 2021 ] Epoch: 15, Batch(5650/5671) done. Loss: 7.13914490 lr:0.000100 [ Mon Dec 13 20:19:53 2021 ] Mean training loss: 10.7843749407. [ Mon Dec 13 20:20:56 2021 ] Dev WER: 44.80% [ Mon Dec 13 20:20:57 2021 ] Epoch: 16, Batch(0/5671) done. Loss: 3.69535804 lr:0.000100 [ Mon Dec 13 20:21:12 2021 ] Epoch: 16, Batch(50/5671) done. Loss: 23.55508232 lr:0.000100 [ Mon Dec 13 20:21:28 2021 ] Epoch: 16, Batch(100/5671) done. Loss: 6.03099346 lr:0.000100 [ Mon Dec 13 20:21:45 2021 ] Epoch: 16, Batch(150/5671) done. Loss: 22.43850899 lr:0.000100 [ Mon Dec 13 20:22:01 2021 ] Epoch: 16, Batch(200/5671) done. Loss: 3.67004323 lr:0.000100 [ Mon Dec 13 20:22:17 2021 ] Epoch: 16, Batch(250/5671) done. Loss: 12.54531288 lr:0.000100 [ Mon Dec 13 20:22:33 2021 ] Epoch: 16, Batch(300/5671) done. Loss: 4.02381992 lr:0.000100 [ Mon Dec 13 20:22:48 2021 ] Epoch: 16, Batch(350/5671) done. Loss: 5.31382847 lr:0.000100 [ Mon Dec 13 20:23:04 2021 ] Epoch: 16, Batch(400/5671) done. Loss: 9.98786545 lr:0.000100 [ Mon Dec 13 20:23:22 2021 ] Epoch: 16, Batch(450/5671) done. Loss: 4.38890457 lr:0.000100 [ Mon Dec 13 20:23:41 2021 ] Epoch: 16, Batch(500/5671) done. Loss: 12.18426323 lr:0.000100 [ Mon Dec 13 20:23:57 2021 ] Epoch: 16, Batch(550/5671) done. Loss: 16.23847961 lr:0.000100 [ Mon Dec 13 20:24:14 2021 ] Epoch: 16, Batch(600/5671) done. Loss: 0.99987155 lr:0.000100 [ Mon Dec 13 20:24:30 2021 ] Epoch: 16, Batch(650/5671) done. Loss: 9.37321949 lr:0.000100 [ Mon Dec 13 20:24:47 2021 ] Epoch: 16, Batch(700/5671) done. Loss: 3.67652106 lr:0.000100 [ Mon Dec 13 20:25:03 2021 ] Epoch: 16, Batch(750/5671) done. Loss: 4.88134527 lr:0.000100 [ Mon Dec 13 20:25:19 2021 ] Epoch: 16, Batch(800/5671) done. Loss: 17.47225571 lr:0.000100 [ Mon Dec 13 20:25:35 2021 ] Epoch: 16, Batch(850/5671) done. Loss: 4.39028025 lr:0.000100 [ Mon Dec 13 20:25:53 2021 ] Epoch: 16, Batch(900/5671) done. Loss: 31.91111183 lr:0.000100 [ Mon Dec 13 20:26:10 2021 ] Epoch: 16, Batch(950/5671) done. Loss: 11.06802464 lr:0.000100 [ Mon Dec 13 20:26:26 2021 ] Epoch: 16, Batch(1000/5671) done. Loss: 3.67766833 lr:0.000100 [ Mon Dec 13 20:26:43 2021 ] Epoch: 16, Batch(1050/5671) done. Loss: 1.74931240 lr:0.000100 [ Mon Dec 13 20:27:00 2021 ] Epoch: 16, Batch(1100/5671) done. Loss: 7.93486023 lr:0.000100 [ Mon Dec 13 20:27:17 2021 ] Epoch: 16, Batch(1150/5671) done. Loss: 5.33267593 lr:0.000100 [ Mon Dec 13 20:27:34 2021 ] Epoch: 16, Batch(1200/5671) done. Loss: 12.60812092 lr:0.000100 [ Mon Dec 13 20:27:49 2021 ] Epoch: 16, Batch(1250/5671) done. Loss: 18.40136147 lr:0.000100 [ Mon Dec 13 20:28:06 2021 ] Epoch: 16, Batch(1300/5671) done. Loss: 6.28885031 lr:0.000100 [ Mon Dec 13 20:28:21 2021 ] Epoch: 16, Batch(1350/5671) done. Loss: 2.50545454 lr:0.000100 [ Mon Dec 13 20:28:38 2021 ] Epoch: 16, Batch(1400/5671) done. Loss: 15.78382206 lr:0.000100 [ Mon Dec 13 20:28:55 2021 ] Epoch: 16, Batch(1450/5671) done. Loss: 21.20733643 lr:0.000100 [ Mon Dec 13 20:29:13 2021 ] Epoch: 16, Batch(1500/5671) done. Loss: 4.93451214 lr:0.000100 [ Mon Dec 13 20:29:30 2021 ] Epoch: 16, Batch(1550/5671) done. Loss: 9.58840847 lr:0.000100 [ Mon Dec 13 20:29:46 2021 ] Epoch: 16, Batch(1600/5671) done. Loss: 0.31027713 lr:0.000100 [ Mon Dec 13 20:30:01 2021 ] Epoch: 16, Batch(1650/5671) done. Loss: 4.36195421 lr:0.000100 [ Mon Dec 13 20:30:17 2021 ] Epoch: 16, Batch(1700/5671) done. Loss: 9.04054260 lr:0.000100 [ Mon Dec 13 20:30:35 2021 ] Epoch: 16, Batch(1750/5671) done. Loss: 5.69009542 lr:0.000100 [ Mon Dec 13 20:30:53 2021 ] Epoch: 16, Batch(1800/5671) done. Loss: 5.95776033 lr:0.000100 [ Mon Dec 13 20:31:10 2021 ] Epoch: 16, Batch(1850/5671) done. Loss: 1.28084636 lr:0.000100 [ Mon Dec 13 20:31:27 2021 ] Epoch: 16, Batch(1900/5671) done. Loss: 9.07294273 lr:0.000100 [ Mon Dec 13 20:31:44 2021 ] Epoch: 16, Batch(1950/5671) done. Loss: 10.70235920 lr:0.000100 [ Mon Dec 13 20:32:02 2021 ] Epoch: 16, Batch(2000/5671) done. Loss: 6.10834980 lr:0.000100 [ Mon Dec 13 20:32:19 2021 ] Epoch: 16, Batch(2050/5671) done. Loss: 14.66863632 lr:0.000100 [ Mon Dec 13 20:32:36 2021 ] Epoch: 16, Batch(2100/5671) done. Loss: 12.72398376 lr:0.000100 [ Mon Dec 13 20:32:52 2021 ] Epoch: 16, Batch(2150/5671) done. Loss: 3.77563691 lr:0.000100 [ Mon Dec 13 20:33:08 2021 ] Epoch: 16, Batch(2200/5671) done. Loss: 3.97820759 lr:0.000100 [ Mon Dec 13 20:33:25 2021 ] Epoch: 16, Batch(2250/5671) done. Loss: 6.65196133 lr:0.000100 [ Mon Dec 13 20:33:43 2021 ] Epoch: 16, Batch(2300/5671) done. Loss: 6.83839703 lr:0.000100 [ Mon Dec 13 20:33:59 2021 ] Epoch: 16, Batch(2350/5671) done. Loss: 13.28832722 lr:0.000100 [ Mon Dec 13 20:34:15 2021 ] Epoch: 16, Batch(2400/5671) done. Loss: 5.97079849 lr:0.000100 [ Mon Dec 13 20:34:32 2021 ] Epoch: 16, Batch(2450/5671) done. Loss: 5.09009123 lr:0.000100 [ Mon Dec 13 20:34:49 2021 ] Epoch: 16, Batch(2500/5671) done. Loss: 6.81596136 lr:0.000100 [ Mon Dec 13 20:35:06 2021 ] Epoch: 16, Batch(2550/5671) done. Loss: 6.17349768 lr:0.000100 [ Mon Dec 13 20:35:22 2021 ] Epoch: 16, Batch(2600/5671) done. Loss: 3.87368774 lr:0.000100 [ Mon Dec 13 20:35:40 2021 ] Epoch: 16, Batch(2650/5671) done. Loss: 6.43306065 lr:0.000100 [ Mon Dec 13 20:35:56 2021 ] Epoch: 16, Batch(2700/5671) done. Loss: 5.37893677 lr:0.000100 [ Mon Dec 13 20:36:13 2021 ] Epoch: 16, Batch(2750/5671) done. Loss: 4.83734512 lr:0.000100 [ Mon Dec 13 20:36:29 2021 ] Epoch: 16, Batch(2800/5671) done. Loss: 12.61592865 lr:0.000100 [ Mon Dec 13 20:36:44 2021 ] Epoch: 16, Batch(2850/5671) done. Loss: 0.82961285 lr:0.000100 [ Mon Dec 13 20:37:00 2021 ] Epoch: 16, Batch(2900/5671) done. Loss: 3.82877874 lr:0.000100 [ Mon Dec 13 20:37:17 2021 ] Epoch: 16, Batch(2950/5671) done. Loss: 5.41671419 lr:0.000100 [ Mon Dec 13 20:37:33 2021 ] Epoch: 16, Batch(3000/5671) done. Loss: 6.75334120 lr:0.000100 [ Mon Dec 13 20:37:50 2021 ] Epoch: 16, Batch(3050/5671) done. Loss: 4.71799707 lr:0.000100 [ Mon Dec 13 20:38:06 2021 ] Epoch: 16, Batch(3100/5671) done. Loss: 7.51346874 lr:0.000100 [ Mon Dec 13 20:38:22 2021 ] Epoch: 16, Batch(3150/5671) done. Loss: 3.21298385 lr:0.000100 [ Mon Dec 13 20:38:38 2021 ] Epoch: 16, Batch(3200/5671) done. Loss: 3.60141683 lr:0.000100 [ Mon Dec 13 20:38:55 2021 ] Epoch: 16, Batch(3250/5671) done. Loss: 5.70153952 lr:0.000100 [ Mon Dec 13 20:39:11 2021 ] Epoch: 16, Batch(3300/5671) done. Loss: 4.65330696 lr:0.000100 [ Mon Dec 13 20:39:27 2021 ] Epoch: 16, Batch(3350/5671) done. Loss: 11.06546116 lr:0.000100 [ Mon Dec 13 20:39:44 2021 ] Epoch: 16, Batch(3400/5671) done. Loss: 21.65591431 lr:0.000100 [ Mon Dec 13 20:40:01 2021 ] Epoch: 16, Batch(3450/5671) done. Loss: 13.15133572 lr:0.000100 [ Mon Dec 13 20:40:16 2021 ] Epoch: 16, Batch(3500/5671) done. Loss: 5.32189035 lr:0.000100 [ Mon Dec 13 20:40:34 2021 ] Epoch: 16, Batch(3550/5671) done. Loss: 15.80420303 lr:0.000100 [ Mon Dec 13 20:40:50 2021 ] Epoch: 16, Batch(3600/5671) done. Loss: 6.88099289 lr:0.000100 [ Mon Dec 13 20:41:06 2021 ] Epoch: 16, Batch(3650/5671) done. Loss: 9.00277710 lr:0.000100 [ Mon Dec 13 20:41:23 2021 ] Epoch: 16, Batch(3700/5671) done. Loss: 16.86537552 lr:0.000100 [ Mon Dec 13 20:41:38 2021 ] Epoch: 16, Batch(3750/5671) done. Loss: 5.93018436 lr:0.000100 [ Mon Dec 13 20:41:55 2021 ] Epoch: 16, Batch(3800/5671) done. Loss: 11.95971012 lr:0.000100 [ Mon Dec 13 20:42:11 2021 ] Epoch: 16, Batch(3850/5671) done. Loss: 0.71956629 lr:0.000100 [ Mon Dec 13 20:42:27 2021 ] Epoch: 16, Batch(3900/5671) done. Loss: 1.44266367 lr:0.000100 [ Mon Dec 13 20:42:44 2021 ] Epoch: 16, Batch(3950/5671) done. Loss: 6.19088507 lr:0.000100 [ Mon Dec 13 20:43:00 2021 ] Epoch: 16, Batch(4000/5671) done. Loss: 24.34918022 lr:0.000100 [ Mon Dec 13 20:43:16 2021 ] Epoch: 16, Batch(4050/5671) done. Loss: 15.54975891 lr:0.000100 [ Mon Dec 13 20:43:33 2021 ] Epoch: 16, Batch(4100/5671) done. Loss: 3.52833915 lr:0.000100 [ Mon Dec 13 20:43:51 2021 ] Epoch: 16, Batch(4150/5671) done. Loss: 0.95964515 lr:0.000100 [ Mon Dec 13 20:44:07 2021 ] Epoch: 16, Batch(4200/5671) done. Loss: 5.19693947 lr:0.000100 [ Mon Dec 13 20:44:23 2021 ] Epoch: 16, Batch(4250/5671) done. Loss: 6.63614702 lr:0.000100 [ Mon Dec 13 20:44:39 2021 ] Epoch: 16, Batch(4300/5671) done. Loss: 1.22811437 lr:0.000100 [ Mon Dec 13 20:44:56 2021 ] Epoch: 16, Batch(4350/5671) done. Loss: 9.46961689 lr:0.000100 [ Mon Dec 13 20:45:12 2021 ] Epoch: 16, Batch(4400/5671) done. Loss: 1.55045521 lr:0.000100 [ Mon Dec 13 20:45:28 2021 ] Epoch: 16, Batch(4450/5671) done. Loss: 6.36599112 lr:0.000100 [ Mon Dec 13 20:45:45 2021 ] Epoch: 16, Batch(4500/5671) done. Loss: 3.79211068 lr:0.000100 [ Mon Dec 13 20:46:01 2021 ] Epoch: 16, Batch(4550/5671) done. Loss: 11.39669037 lr:0.000100 [ Mon Dec 13 20:46:16 2021 ] Epoch: 16, Batch(4600/5671) done. Loss: 20.25750160 lr:0.000100 [ Mon Dec 13 20:46:32 2021 ] Epoch: 16, Batch(4650/5671) done. Loss: 6.88475609 lr:0.000100 [ Mon Dec 13 20:46:49 2021 ] Epoch: 16, Batch(4700/5671) done. Loss: 12.35132027 lr:0.000100 [ Mon Dec 13 20:47:07 2021 ] Epoch: 16, Batch(4750/5671) done. Loss: 13.33889198 lr:0.000100 [ Mon Dec 13 20:47:24 2021 ] Epoch: 16, Batch(4800/5671) done. Loss: 6.12588978 lr:0.000100 [ Mon Dec 13 20:47:41 2021 ] Epoch: 16, Batch(4850/5671) done. Loss: 14.88033295 lr:0.000100 [ Mon Dec 13 20:47:58 2021 ] Epoch: 16, Batch(4900/5671) done. Loss: 11.33913517 lr:0.000100 [ Mon Dec 13 20:48:14 2021 ] Epoch: 16, Batch(4950/5671) done. Loss: 4.66730309 lr:0.000100 [ Mon Dec 13 20:48:32 2021 ] Epoch: 16, Batch(5000/5671) done. Loss: 3.57136512 lr:0.000100 [ Mon Dec 13 20:48:48 2021 ] Epoch: 16, Batch(5050/5671) done. Loss: 1.65008140 lr:0.000100 [ Mon Dec 13 20:49:05 2021 ] Epoch: 16, Batch(5100/5671) done. Loss: 11.05015087 lr:0.000100 [ Mon Dec 13 20:49:21 2021 ] Epoch: 16, Batch(5150/5671) done. Loss: 27.78874207 lr:0.000100 [ Mon Dec 13 20:49:37 2021 ] Epoch: 16, Batch(5200/5671) done. Loss: 6.96468496 lr:0.000100 [ Mon Dec 13 20:49:54 2021 ] Epoch: 16, Batch(5250/5671) done. Loss: 10.16003132 lr:0.000100 [ Mon Dec 13 20:50:10 2021 ] Epoch: 16, Batch(5300/5671) done. Loss: 17.11422920 lr:0.000100 [ Mon Dec 13 20:50:27 2021 ] Epoch: 16, Batch(5350/5671) done. Loss: 9.27363682 lr:0.000100 [ Mon Dec 13 20:50:43 2021 ] Epoch: 16, Batch(5400/5671) done. Loss: 8.35581970 lr:0.000100 [ Mon Dec 13 20:50:59 2021 ] Epoch: 16, Batch(5450/5671) done. Loss: 3.09334230 lr:0.000100 [ Mon Dec 13 20:51:16 2021 ] Epoch: 16, Batch(5500/5671) done. Loss: 2.67322206 lr:0.000100 [ Mon Dec 13 20:51:32 2021 ] Epoch: 16, Batch(5550/5671) done. Loss: 12.01262093 lr:0.000100 [ Mon Dec 13 20:51:49 2021 ] Epoch: 16, Batch(5600/5671) done. Loss: 19.70499611 lr:0.000100 [ Mon Dec 13 20:52:05 2021 ] Epoch: 16, Batch(5650/5671) done. Loss: 3.22161722 lr:0.000100 [ Mon Dec 13 20:52:12 2021 ] Mean training loss: 9.7547441806. [ Mon Dec 13 20:53:15 2021 ] Dev WER: 43.20% [ Mon Dec 13 20:53:16 2021 ] Epoch: 17, Batch(0/5671) done. Loss: 13.39199829 lr:0.000100 [ Mon Dec 13 20:53:32 2021 ] Epoch: 17, Batch(50/5671) done. Loss: 20.05788612 lr:0.000100 [ Mon Dec 13 20:53:49 2021 ] Epoch: 17, Batch(100/5671) done. Loss: 12.57222176 lr:0.000100 [ Mon Dec 13 20:54:05 2021 ] Epoch: 17, Batch(150/5671) done. Loss: 6.13444233 lr:0.000100 [ Mon Dec 13 20:54:21 2021 ] Epoch: 17, Batch(200/5671) done. Loss: 8.05125332 lr:0.000100 [ Mon Dec 13 20:54:37 2021 ] Epoch: 17, Batch(250/5671) done. Loss: 9.60437202 lr:0.000100 [ Mon Dec 13 20:54:53 2021 ] Epoch: 17, Batch(300/5671) done. Loss: 3.77711034 lr:0.000100 [ Mon Dec 13 20:55:07 2021 ] Epoch: 17, Batch(350/5671) done. Loss: 3.49169397 lr:0.000100 [ Mon Dec 13 20:55:23 2021 ] Epoch: 17, Batch(400/5671) done. Loss: 12.77264500 lr:0.000100 [ Mon Dec 13 20:55:40 2021 ] Epoch: 17, Batch(450/5671) done. Loss: 10.84570599 lr:0.000100 [ Mon Dec 13 20:55:57 2021 ] Epoch: 17, Batch(500/5671) done. Loss: 7.18770981 lr:0.000100 [ Mon Dec 13 20:56:13 2021 ] Epoch: 17, Batch(550/5671) done. Loss: 15.66031075 lr:0.000100 [ Mon Dec 13 20:56:30 2021 ] Epoch: 17, Batch(600/5671) done. Loss: 2.53935790 lr:0.000100 [ Mon Dec 13 20:56:47 2021 ] Epoch: 17, Batch(650/5671) done. Loss: 29.28529930 lr:0.000100 [ Mon Dec 13 20:57:02 2021 ] Epoch: 17, Batch(700/5671) done. Loss: 1.55520582 lr:0.000100 [ Mon Dec 13 20:57:18 2021 ] Epoch: 17, Batch(750/5671) done. Loss: 6.08786249 lr:0.000100 [ Mon Dec 13 20:57:35 2021 ] Epoch: 17, Batch(800/5671) done. Loss: 1.74664998 lr:0.000100 [ Mon Dec 13 20:57:52 2021 ] Epoch: 17, Batch(850/5671) done. Loss: 6.55089140 lr:0.000100 [ Mon Dec 13 20:58:09 2021 ] Epoch: 17, Batch(900/5671) done. Loss: 18.76366615 lr:0.000100 [ Mon Dec 13 20:58:25 2021 ] Epoch: 17, Batch(950/5671) done. Loss: 10.96368694 lr:0.000100 [ Mon Dec 13 20:58:41 2021 ] Epoch: 17, Batch(1000/5671) done. Loss: 0.32072943 lr:0.000100 [ Mon Dec 13 20:58:58 2021 ] Epoch: 17, Batch(1050/5671) done. Loss: 5.43691730 lr:0.000100 [ Mon Dec 13 20:59:14 2021 ] Epoch: 17, Batch(1100/5671) done. Loss: 0.70744354 lr:0.000100 [ Mon Dec 13 20:59:31 2021 ] Epoch: 17, Batch(1150/5671) done. Loss: 6.88622475 lr:0.000100 [ Mon Dec 13 20:59:48 2021 ] Epoch: 17, Batch(1200/5671) done. Loss: 7.62281847 lr:0.000100 [ Mon Dec 13 21:00:03 2021 ] Epoch: 17, Batch(1250/5671) done. Loss: 8.53026485 lr:0.000100 [ Mon Dec 13 21:00:19 2021 ] Epoch: 17, Batch(1300/5671) done. Loss: 0.72640514 lr:0.000100 [ Mon Dec 13 21:00:35 2021 ] Epoch: 17, Batch(1350/5671) done. Loss: 5.98549604 lr:0.000100 [ Mon Dec 13 21:00:50 2021 ] Epoch: 17, Batch(1400/5671) done. Loss: 16.83575630 lr:0.000100 [ Mon Dec 13 21:01:05 2021 ] Epoch: 17, Batch(1450/5671) done. Loss: 11.91447735 lr:0.000100 [ Mon Dec 13 21:01:23 2021 ] Epoch: 17, Batch(1500/5671) done. Loss: 1.40616167 lr:0.000100 [ Mon Dec 13 21:01:42 2021 ] Epoch: 17, Batch(1550/5671) done. Loss: 21.46704865 lr:0.000100 [ Mon Dec 13 21:01:58 2021 ] Epoch: 17, Batch(1600/5671) done. Loss: 5.69703007 lr:0.000100 [ Mon Dec 13 21:02:14 2021 ] Epoch: 17, Batch(1650/5671) done. Loss: 2.84722447 lr:0.000100 [ Mon Dec 13 21:02:30 2021 ] Epoch: 17, Batch(1700/5671) done. Loss: 3.77056098 lr:0.000100 [ Mon Dec 13 21:02:47 2021 ] Epoch: 17, Batch(1750/5671) done. Loss: 5.64731932 lr:0.000100 [ Mon Dec 13 21:03:04 2021 ] Epoch: 17, Batch(1800/5671) done. Loss: 5.51915598 lr:0.000100 [ Mon Dec 13 21:03:20 2021 ] Epoch: 17, Batch(1850/5671) done. Loss: 3.65899944 lr:0.000100 [ Mon Dec 13 21:03:37 2021 ] Epoch: 17, Batch(1900/5671) done. Loss: 3.05920553 lr:0.000100 [ Mon Dec 13 21:03:53 2021 ] Epoch: 17, Batch(1950/5671) done. Loss: 16.01848412 lr:0.000100 [ Mon Dec 13 21:04:10 2021 ] Epoch: 17, Batch(2000/5671) done. Loss: 20.76009560 lr:0.000100 [ Mon Dec 13 21:04:25 2021 ] Epoch: 17, Batch(2050/5671) done. Loss: 12.81297874 lr:0.000100 [ Mon Dec 13 21:04:41 2021 ] Epoch: 17, Batch(2100/5671) done. Loss: 2.86205864 lr:0.000100 [ Mon Dec 13 21:04:57 2021 ] Epoch: 17, Batch(2150/5671) done. Loss: 6.55942774 lr:0.000100 [ Mon Dec 13 21:05:16 2021 ] Epoch: 17, Batch(2200/5671) done. Loss: 13.51348972 lr:0.000100 [ Mon Dec 13 21:05:33 2021 ] Epoch: 17, Batch(2250/5671) done. Loss: 8.02505970 lr:0.000100 [ Mon Dec 13 21:05:51 2021 ] Epoch: 17, Batch(2300/5671) done. Loss: 4.36811113 lr:0.000100 [ Mon Dec 13 21:06:06 2021 ] Epoch: 17, Batch(2350/5671) done. Loss: 4.51631355 lr:0.000100 [ Mon Dec 13 21:06:24 2021 ] Epoch: 17, Batch(2400/5671) done. Loss: 4.53985071 lr:0.000100 [ Mon Dec 13 21:06:40 2021 ] Epoch: 17, Batch(2450/5671) done. Loss: 6.56229687 lr:0.000100 [ Mon Dec 13 21:06:57 2021 ] Epoch: 17, Batch(2500/5671) done. Loss: 5.14156055 lr:0.000100 [ Mon Dec 13 21:07:14 2021 ] Epoch: 17, Batch(2550/5671) done. Loss: 2.83896303 lr:0.000100 [ Mon Dec 13 21:07:31 2021 ] Epoch: 17, Batch(2600/5671) done. Loss: 2.27445340 lr:0.000100 [ Mon Dec 13 21:07:47 2021 ] Epoch: 17, Batch(2650/5671) done. Loss: 8.92593575 lr:0.000100 [ Mon Dec 13 21:08:03 2021 ] Epoch: 17, Batch(2700/5671) done. Loss: 5.91434479 lr:0.000100 [ Mon Dec 13 21:08:19 2021 ] Epoch: 17, Batch(2750/5671) done. Loss: 0.38323548 lr:0.000100 [ Mon Dec 13 21:08:35 2021 ] Epoch: 17, Batch(2800/5671) done. Loss: 1.64206994 lr:0.000100 [ Mon Dec 13 21:08:50 2021 ] Epoch: 17, Batch(2850/5671) done. Loss: 6.43093348 lr:0.000100 [ Mon Dec 13 21:09:07 2021 ] Epoch: 17, Batch(2900/5671) done. Loss: 3.62436008 lr:0.000100 [ Mon Dec 13 21:09:24 2021 ] Epoch: 17, Batch(2950/5671) done. Loss: 17.10112953 lr:0.000100 [ Mon Dec 13 21:09:41 2021 ] Epoch: 17, Batch(3000/5671) done. Loss: 1.36741996 lr:0.000100 [ Mon Dec 13 21:09:56 2021 ] Epoch: 17, Batch(3050/5671) done. Loss: 11.12110329 lr:0.000100 [ Mon Dec 13 21:10:13 2021 ] Epoch: 17, Batch(3100/5671) done. Loss: 12.32054615 lr:0.000100 [ Mon Dec 13 21:10:28 2021 ] Epoch: 17, Batch(3150/5671) done. Loss: 5.00589323 lr:0.000100 [ Mon Dec 13 21:10:44 2021 ] Epoch: 17, Batch(3200/5671) done. Loss: 4.49285412 lr:0.000100 [ Mon Dec 13 21:11:00 2021 ] Epoch: 17, Batch(3250/5671) done. Loss: 10.85524940 lr:0.000100 [ Mon Dec 13 21:11:15 2021 ] Epoch: 17, Batch(3300/5671) done. Loss: 8.05510044 lr:0.000100 [ Mon Dec 13 21:11:32 2021 ] Epoch: 17, Batch(3350/5671) done. Loss: 16.41257858 lr:0.000100 [ Mon Dec 13 21:11:48 2021 ] Epoch: 17, Batch(3400/5671) done. Loss: 11.52798748 lr:0.000100 [ Mon Dec 13 21:12:06 2021 ] Epoch: 17, Batch(3450/5671) done. Loss: 3.69279814 lr:0.000100 [ Mon Dec 13 21:12:23 2021 ] Epoch: 17, Batch(3500/5671) done. Loss: 11.71409225 lr:0.000100 [ Mon Dec 13 21:12:39 2021 ] Epoch: 17, Batch(3550/5671) done. Loss: 13.75563145 lr:0.000100 [ Mon Dec 13 21:12:55 2021 ] Epoch: 17, Batch(3600/5671) done. Loss: 8.97013760 lr:0.000100 [ Mon Dec 13 21:13:11 2021 ] Epoch: 17, Batch(3650/5671) done. Loss: 14.78364754 lr:0.000100 [ Mon Dec 13 21:13:27 2021 ] Epoch: 17, Batch(3700/5671) done. Loss: 9.07000828 lr:0.000100 [ Mon Dec 13 21:13:44 2021 ] Epoch: 17, Batch(3750/5671) done. Loss: 7.14688063 lr:0.000100 [ Mon Dec 13 21:13:59 2021 ] Epoch: 17, Batch(3800/5671) done. Loss: 12.44373226 lr:0.000100 [ Mon Dec 13 21:14:15 2021 ] Epoch: 17, Batch(3850/5671) done. Loss: 4.15213823 lr:0.000100 [ Mon Dec 13 21:14:33 2021 ] Epoch: 17, Batch(3900/5671) done. Loss: 8.22852325 lr:0.000100 [ Mon Dec 13 21:14:51 2021 ] Epoch: 17, Batch(3950/5671) done. Loss: 4.52765036 lr:0.000100 [ Mon Dec 13 21:15:07 2021 ] Epoch: 17, Batch(4000/5671) done. Loss: 3.87440515 lr:0.000100 [ Mon Dec 13 21:15:22 2021 ] Epoch: 17, Batch(4050/5671) done. Loss: 4.35386562 lr:0.000100 [ Mon Dec 13 21:15:38 2021 ] Epoch: 17, Batch(4100/5671) done. Loss: 15.22948837 lr:0.000100 [ Mon Dec 13 21:15:56 2021 ] Epoch: 17, Batch(4150/5671) done. Loss: 8.77230549 lr:0.000100 [ Mon Dec 13 21:16:13 2021 ] Epoch: 17, Batch(4200/5671) done. Loss: 13.09863186 lr:0.000100 [ Mon Dec 13 21:16:29 2021 ] Epoch: 17, Batch(4250/5671) done. Loss: 13.77460003 lr:0.000100 [ Mon Dec 13 21:16:46 2021 ] Epoch: 17, Batch(4300/5671) done. Loss: 21.47257996 lr:0.000100 [ Mon Dec 13 21:17:02 2021 ] Epoch: 17, Batch(4350/5671) done. Loss: 10.89633465 lr:0.000100 [ Mon Dec 13 21:17:19 2021 ] Epoch: 17, Batch(4400/5671) done. Loss: 7.56044245 lr:0.000100 [ Mon Dec 13 21:17:35 2021 ] Epoch: 17, Batch(4450/5671) done. Loss: 6.79183722 lr:0.000100 [ Mon Dec 13 21:17:51 2021 ] Epoch: 17, Batch(4500/5671) done. Loss: 0.49788746 lr:0.000100 [ Mon Dec 13 21:18:08 2021 ] Epoch: 17, Batch(4550/5671) done. Loss: 9.84095097 lr:0.000100 [ Mon Dec 13 21:18:26 2021 ] Epoch: 17, Batch(4600/5671) done. Loss: 15.52772141 lr:0.000100 [ Mon Dec 13 21:18:42 2021 ] Epoch: 17, Batch(4650/5671) done. Loss: 2.44441295 lr:0.000100 [ Mon Dec 13 21:18:59 2021 ] Epoch: 17, Batch(4700/5671) done. Loss: 12.33407784 lr:0.000100 [ Mon Dec 13 21:19:15 2021 ] Epoch: 17, Batch(4750/5671) done. Loss: 15.44374180 lr:0.000100 [ Mon Dec 13 21:19:31 2021 ] Epoch: 17, Batch(4800/5671) done. Loss: 3.17819619 lr:0.000100 [ Mon Dec 13 21:19:47 2021 ] Epoch: 17, Batch(4850/5671) done. Loss: 9.23091221 lr:0.000100 [ Mon Dec 13 21:20:04 2021 ] Epoch: 17, Batch(4900/5671) done. Loss: 18.56794548 lr:0.000100 [ Mon Dec 13 21:20:20 2021 ] Epoch: 17, Batch(4950/5671) done. Loss: 8.04340363 lr:0.000100 [ Mon Dec 13 21:20:37 2021 ] Epoch: 17, Batch(5000/5671) done. Loss: 8.19326019 lr:0.000100 [ Mon Dec 13 21:20:54 2021 ] Epoch: 17, Batch(5050/5671) done. Loss: 7.45367479 lr:0.000100 [ Mon Dec 13 21:21:12 2021 ] Epoch: 17, Batch(5100/5671) done. Loss: 7.66503429 lr:0.000100 [ Mon Dec 13 21:21:29 2021 ] Epoch: 17, Batch(5150/5671) done. Loss: 3.83749366 lr:0.000100 [ Mon Dec 13 21:21:46 2021 ] Epoch: 17, Batch(5200/5671) done. Loss: 10.72832298 lr:0.000100 [ Mon Dec 13 21:22:03 2021 ] Epoch: 17, Batch(5250/5671) done. Loss: 5.38121986 lr:0.000100 [ Mon Dec 13 21:22:18 2021 ] Epoch: 17, Batch(5300/5671) done. Loss: 3.02092743 lr:0.000100 [ Mon Dec 13 21:22:35 2021 ] Epoch: 17, Batch(5350/5671) done. Loss: 0.92661339 lr:0.000100