2022-11-22 18:30:54,017 INFO [train.py:882] (3/4) Training started 2022-11-22 18:30:54,499 INFO [lexicon.py:176] (3/4) Loading pre-compiled data/lang_bpe_500/Linv.pt 2022-11-22 18:30:54,812 INFO [train.py:896] (3/4) Device: cuda:3 2022-11-22 18:30:55,103 INFO [train.py:925] (3/4) {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'beam_size': 10, 'reduction': 'sum', 'use_double_scores': True, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.21', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': '409a24f9035df693583f9b3fea17a5934bdb3bbf', 'k2-git-date': 'Wed Nov 2 18:17:39 2022', 'lhotse-version': '1.4.0.dev+git.21b5b3f.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'latency_k2_ctc', 'icefall-git-sha1': 'ca94d7d-clean', 'icefall-git-date': 'Tue Nov 22 16:43:08 2022', 'icefall-path': '/ceph-zw/workspace/latency/icefall_k2_ctc', 'k2-path': '/ceph-zw/workspace/latency/k2_ctc_latency/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-jb/yaozengwei/workspace/rnnt/lhotse/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-8-0616225538-6947466454-kvmw6', 'IP address': '10.48.32.138'}, 'world_size': 4, 'master_port': 12345, 'tensorboard': True, 'num_epochs': 25, 'start_epoch': 1, 'start_batch': 0, 'exp_dir': PosixPath('conformer_ctc3/exp-full'), 'lang_dir': 'data/lang_bpe_500', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 6, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 8000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'delay_penalty': 0.0, 'nnet_delay_penalty': 0.0, 'dynamic_chunk_training': False, 'causal_convolution': False, 'short_chunk_size': 25, 'num_left_chunks': 4, 'full_libri': True, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 300, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'drop_last': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'input_strategy': 'PrecomputedFeatures', 'vocab_size': 500} 2022-11-22 18:30:55,103 INFO [train.py:927] (3/4) About to create model 2022-11-22 18:30:55,707 INFO [train.py:931] (3/4) Number of model parameters: 77352694 2022-11-22 18:31:02,544 INFO [train.py:946] (3/4) Using DDP 2022-11-22 18:31:02,838 INFO [asr_datamodule.py:409] (3/4) About to get train-clean-100 cuts 2022-11-22 18:31:02,917 INFO [asr_datamodule.py:416] (3/4) About to get train-clean-360 cuts 2022-11-22 18:31:02,939 INFO [asr_datamodule.py:423] (3/4) About to get train-other-500 cuts 2022-11-22 18:31:02,962 INFO [asr_datamodule.py:225] (3/4) Enable MUSAN 2022-11-22 18:31:02,962 INFO [asr_datamodule.py:226] (3/4) About to get Musan cuts 2022-11-22 18:31:04,916 INFO [asr_datamodule.py:254] (3/4) Enable SpecAugment 2022-11-22 18:31:04,916 INFO [asr_datamodule.py:255] (3/4) Time warp factor: 80 2022-11-22 18:31:04,917 INFO [asr_datamodule.py:267] (3/4) Num frame mask: 10 2022-11-22 18:31:04,917 INFO [asr_datamodule.py:280] (3/4) About to create train dataset 2022-11-22 18:31:04,917 INFO [asr_datamodule.py:309] (3/4) Using DynamicBucketingSampler. 2022-11-22 18:31:07,222 INFO [asr_datamodule.py:324] (3/4) About to create train dataloader 2022-11-22 18:31:07,222 INFO [asr_datamodule.py:430] (3/4) About to get dev-clean cuts 2022-11-22 18:31:07,229 INFO [asr_datamodule.py:437] (3/4) About to get dev-other cuts 2022-11-22 18:31:07,236 INFO [asr_datamodule.py:355] (3/4) About to create dev dataset 2022-11-22 18:31:07,486 INFO [asr_datamodule.py:374] (3/4) About to create dev dataloader 2022-11-22 18:31:07,486 INFO [train.py:1077] (3/4) Sanity check -- see if any of the batches in epoch 1 would cause OOM. 2022-11-22 18:33:25,295 INFO [distributed.py:874] (3/4) Reducer buckets have been rebuilt in this iteration. 2022-11-22 18:34:00,570 INFO [train.py:818] (3/4) Epoch 1, batch 0, loss[loss=1.295, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01079, over 17.00 utterances.], tot_loss[loss=1.295, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01079, over 17.00 utterances.], batch size: 17, lr: 3.00e-03 2022-11-22 18:34:43,513 INFO [train.py:818] (3/4) Epoch 1, batch 50, loss[loss=1.088, over 7146.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01147, over 17.00 utterances.], tot_loss[loss=1.264, over 331150.94 frames. utt_duration=1316 frames, utt_pad_proportion=0.037, over 1007.85 utterances.], batch size: 17, lr: 3.00e-03 2022-11-22 18:35:20,559 INFO [train.py:818] (3/4) Epoch 1, batch 100, loss[loss=1.054, over 7158.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.007998, over 17.00 utterances.], tot_loss[loss=1.212, over 581762.67 frames. utt_duration=1348 frames, utt_pad_proportion=0.03217, over 1727.95 utterances.], batch size: 17, lr: 3.00e-03 2022-11-22 18:35:58,649 INFO [train.py:818] (3/4) Epoch 1, batch 150, loss[loss=1.184, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005316, over 20.00 utterances.], tot_loss[loss=1.2, over 777532.51 frames. utt_duration=1306 frames, utt_pad_proportion=0.04458, over 2384.95 utterances.], batch size: 20, lr: 3.00e-03 2022-11-22 18:36:35,049 INFO [train.py:818] (3/4) Epoch 1, batch 200, loss[loss=1.163, over 7202.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005725, over 19.00 utterances.], tot_loss[loss=1.184, over 930256.87 frames. utt_duration=1320 frames, utt_pad_proportion=0.04199, over 2822.82 utterances.], batch size: 19, lr: 3.00e-03 2022-11-22 18:37:11,707 INFO [train.py:818] (3/4) Epoch 1, batch 250, loss[loss=1.144, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008325, over 23.00 utterances.], tot_loss[loss=1.166, over 1050334.54 frames. utt_duration=1309 frames, utt_pad_proportion=0.04274, over 3213.84 utterances.], batch size: 23, lr: 3.00e-03 2022-11-22 18:37:49,652 INFO [train.py:818] (3/4) Epoch 1, batch 300, loss[loss=1.065, over 7184.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=1.14, over 1142234.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.04636, over 3572.85 utterances.], batch size: 21, lr: 3.00e-03 2022-11-22 18:38:26,720 INFO [train.py:818] (3/4) Epoch 1, batch 350, loss[loss=0.8374, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00534, over 19.00 utterances.], tot_loss[loss=1.083, over 1215172.33 frames. utt_duration=1277 frames, utt_pad_proportion=0.04731, over 3811.26 utterances.], batch size: 19, lr: 3.00e-03 2022-11-22 18:39:03,596 INFO [train.py:818] (3/4) Epoch 1, batch 400, loss[loss=0.7109, over 7443.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.009444, over 17.00 utterances.], tot_loss[loss=1.013, over 1270968.47 frames. utt_duration=1302 frames, utt_pad_proportion=0.0402, over 3909.87 utterances.], batch size: 17, lr: 3.00e-03 2022-11-22 18:39:42,596 INFO [train.py:818] (3/4) Epoch 1, batch 450, loss[loss=0.7823, over 7406.00 frames. utt_duration=761.1 frames, utt_pad_proportion=0.1272, over 39.00 utterances.], tot_loss[loss=0.9516, over 1314556.61 frames. utt_duration=1293 frames, utt_pad_proportion=0.04202, over 4071.61 utterances.], batch size: 39, lr: 2.99e-03 2022-11-22 18:40:19,380 INFO [train.py:818] (3/4) Epoch 1, batch 500, loss[loss=0.766, over 7168.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008842, over 22.00 utterances.], tot_loss[loss=0.8942, over 1346582.98 frames. utt_duration=1302 frames, utt_pad_proportion=0.04096, over 4140.91 utterances.], batch size: 22, lr: 2.99e-03 2022-11-22 18:40:55,331 INFO [train.py:818] (3/4) Epoch 1, batch 550, loss[loss=0.5654, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01021, over 17.00 utterances.], tot_loss[loss=0.8355, over 1373395.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05323, over 4341.46 utterances.], batch size: 17, lr: 2.99e-03 2022-11-22 18:41:34,597 INFO [train.py:818] (3/4) Epoch 1, batch 600, loss[loss=0.6316, over 7287.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005352, over 21.00 utterances.], tot_loss[loss=0.7849, over 1393897.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.05735, over 4469.75 utterances.], batch size: 21, lr: 2.99e-03 2022-11-22 18:42:10,976 INFO [train.py:818] (3/4) Epoch 1, batch 650, loss[loss=0.6792, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01062, over 23.00 utterances.], tot_loss[loss=0.7352, over 1409981.27 frames. utt_duration=1289 frames, utt_pad_proportion=0.04805, over 4381.40 utterances.], batch size: 23, lr: 2.99e-03 2022-11-22 18:42:48,644 INFO [train.py:818] (3/4) Epoch 1, batch 700, loss[loss=0.5992, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006914, over 20.00 utterances.], tot_loss[loss=0.697, over 1422026.71 frames. utt_duration=1306 frames, utt_pad_proportion=0.04145, over 4360.78 utterances.], batch size: 20, lr: 2.99e-03 2022-11-22 18:43:27,172 INFO [train.py:818] (3/4) Epoch 1, batch 750, loss[loss=0.4229, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004843, over 21.00 utterances.], tot_loss[loss=0.6586, over 1430605.56 frames. utt_duration=1316 frames, utt_pad_proportion=0.03964, over 4353.99 utterances.], batch size: 21, lr: 2.98e-03 2022-11-22 18:44:03,191 INFO [train.py:818] (3/4) Epoch 1, batch 800, loss[loss=0.5277, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005986, over 21.00 utterances.], tot_loss[loss=0.6288, over 1438687.90 frames. utt_duration=1299 frames, utt_pad_proportion=0.04423, over 4435.46 utterances.], batch size: 21, lr: 2.98e-03 2022-11-22 18:44:40,728 INFO [train.py:818] (3/4) Epoch 1, batch 850, loss[loss=0.3998, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007223, over 18.00 utterances.], tot_loss[loss=0.6006, over 1444764.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05685, over 4609.37 utterances.], batch size: 18, lr: 2.98e-03 2022-11-22 18:45:17,601 INFO [train.py:818] (3/4) Epoch 1, batch 900, loss[loss=0.418, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01031, over 17.00 utterances.], tot_loss[loss=0.5722, over 1449232.79 frames. utt_duration=1237 frames, utt_pad_proportion=0.06604, over 4690.97 utterances.], batch size: 17, lr: 2.98e-03 2022-11-22 18:45:53,775 INFO [train.py:818] (3/4) Epoch 1, batch 950, loss[loss=0.4269, over 7401.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005303, over 19.00 utterances.], tot_loss[loss=0.5474, over 1453009.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.06187, over 4644.28 utterances.], batch size: 19, lr: 2.97e-03 2022-11-22 18:46:31,880 INFO [train.py:818] (3/4) Epoch 1, batch 1000, loss[loss=0.3935, over 7374.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007863, over 20.00 utterances.], tot_loss[loss=0.5237, over 1455917.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05988, over 4596.57 utterances.], batch size: 20, lr: 2.97e-03 2022-11-22 18:47:07,674 INFO [train.py:818] (3/4) Epoch 1, batch 1050, loss[loss=0.3856, over 7164.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008502, over 17.00 utterances.], tot_loss[loss=0.5027, over 1458215.65 frames. utt_duration=1290 frames, utt_pad_proportion=0.05164, over 4527.07 utterances.], batch size: 17, lr: 2.97e-03 2022-11-22 18:47:44,537 INFO [train.py:818] (3/4) Epoch 1, batch 1100, loss[loss=0.4214, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006558, over 21.00 utterances.], tot_loss[loss=0.4832, over 1460532.26 frames. utt_duration=1301 frames, utt_pad_proportion=0.04779, over 4495.49 utterances.], batch size: 21, lr: 2.96e-03 2022-11-22 18:48:22,810 INFO [train.py:818] (3/4) Epoch 1, batch 1150, loss[loss=0.4798, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006765, over 22.00 utterances.], tot_loss[loss=0.4664, over 1461417.75 frames. utt_duration=1324 frames, utt_pad_proportion=0.04127, over 4420.46 utterances.], batch size: 22, lr: 2.96e-03 2022-11-22 18:48:59,537 INFO [train.py:818] (3/4) Epoch 1, batch 1200, loss[loss=0.4552, over 7249.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03783, over 27.00 utterances.], tot_loss[loss=0.4538, over 1461180.86 frames. utt_duration=1347 frames, utt_pad_proportion=0.03498, over 4343.05 utterances.], batch size: 27, lr: 2.96e-03 2022-11-22 18:49:35,981 INFO [train.py:818] (3/4) Epoch 1, batch 1250, loss[loss=0.3354, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007203, over 18.00 utterances.], tot_loss[loss=0.4422, over 1462279.07 frames. utt_duration=1333 frames, utt_pad_proportion=0.03999, over 4394.21 utterances.], batch size: 18, lr: 2.95e-03 2022-11-22 18:50:14,180 INFO [train.py:818] (3/4) Epoch 1, batch 1300, loss[loss=0.4301, over 7318.00 frames. utt_duration=771.8 frames, utt_pad_proportion=0.1149, over 38.00 utterances.], tot_loss[loss=0.4322, over 1462415.86 frames. utt_duration=1308 frames, utt_pad_proportion=0.04058, over 4478.86 utterances.], batch size: 38, lr: 2.95e-03 2022-11-22 18:50:49,979 INFO [train.py:818] (3/4) Epoch 1, batch 1350, loss[loss=0.3489, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007796, over 18.00 utterances.], tot_loss[loss=0.4221, over 1462200.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04144, over 4503.01 utterances.], batch size: 18, lr: 2.95e-03 2022-11-22 18:51:26,315 INFO [train.py:818] (3/4) Epoch 1, batch 1400, loss[loss=0.3909, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007452, over 19.00 utterances.], tot_loss[loss=0.4119, over 1463377.19 frames. utt_duration=1302 frames, utt_pad_proportion=0.04585, over 4502.52 utterances.], batch size: 19, lr: 2.94e-03 2022-11-22 18:52:03,237 INFO [train.py:818] (3/4) Epoch 1, batch 1450, loss[loss=0.4082, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007921, over 22.00 utterances.], tot_loss[loss=0.4022, over 1462193.17 frames. utt_duration=1324 frames, utt_pad_proportion=0.03874, over 4422.65 utterances.], batch size: 22, lr: 2.94e-03 2022-11-22 18:52:39,970 INFO [train.py:818] (3/4) Epoch 1, batch 1500, loss[loss=0.326, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006207, over 18.00 utterances.], tot_loss[loss=0.3964, over 1462122.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.05504, over 4575.30 utterances.], batch size: 18, lr: 2.94e-03 2022-11-22 18:53:16,390 INFO [train.py:818] (3/4) Epoch 1, batch 1550, loss[loss=0.3364, over 7297.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009391, over 17.00 utterances.], tot_loss[loss=0.391, over 1462996.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05639, over 4606.15 utterances.], batch size: 17, lr: 2.93e-03 2022-11-22 18:53:55,462 INFO [train.py:818] (3/4) Epoch 1, batch 1600, loss[loss=0.4064, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007526, over 22.00 utterances.], tot_loss[loss=0.384, over 1463797.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05997, over 4661.25 utterances.], batch size: 22, lr: 2.93e-03 2022-11-22 18:54:31,208 INFO [train.py:818] (3/4) Epoch 1, batch 1650, loss[loss=0.3779, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.0074, over 22.00 utterances.], tot_loss[loss=0.3779, over 1463323.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.05452, over 4575.71 utterances.], batch size: 22, lr: 2.92e-03 2022-11-22 18:55:08,581 INFO [train.py:818] (3/4) Epoch 1, batch 1700, loss[loss=0.3478, over 7322.00 frames. utt_duration=772.3 frames, utt_pad_proportion=0.1203, over 38.00 utterances.], tot_loss[loss=0.3701, over 1463948.72 frames. utt_duration=1262 frames, utt_pad_proportion=0.05679, over 4646.57 utterances.], batch size: 38, lr: 2.92e-03 2022-11-22 18:55:45,990 INFO [train.py:818] (3/4) Epoch 1, batch 1750, loss[loss=0.4171, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006369, over 20.00 utterances.], tot_loss[loss=0.3663, over 1464535.24 frames. utt_duration=1250 frames, utt_pad_proportion=0.06117, over 4693.22 utterances.], batch size: 20, lr: 2.91e-03 2022-11-22 18:56:24,114 INFO [train.py:818] (3/4) Epoch 1, batch 1800, loss[loss=0.2621, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006838, over 19.00 utterances.], tot_loss[loss=0.3608, over 1465129.83 frames. utt_duration=1239 frames, utt_pad_proportion=0.06471, over 4736.92 utterances.], batch size: 19, lr: 2.91e-03 2022-11-22 18:57:00,596 INFO [train.py:818] (3/4) Epoch 1, batch 1850, loss[loss=0.3942, over 7482.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02552, over 26.00 utterances.], tot_loss[loss=0.3531, over 1465318.87 frames. utt_duration=1249 frames, utt_pad_proportion=0.06274, over 4698.13 utterances.], batch size: 26, lr: 2.91e-03 2022-11-22 18:57:37,529 INFO [train.py:818] (3/4) Epoch 1, batch 1900, loss[loss=0.387, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008226, over 17.00 utterances.], tot_loss[loss=0.3512, over 1464854.21 frames. utt_duration=1256 frames, utt_pad_proportion=0.05894, over 4671.13 utterances.], batch size: 17, lr: 2.90e-03 2022-11-22 18:58:13,410 INFO [train.py:818] (3/4) Epoch 1, batch 1950, loss[loss=0.2967, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005155, over 22.00 utterances.], tot_loss[loss=0.3467, over 1463771.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.04992, over 4550.72 utterances.], batch size: 22, lr: 2.90e-03 2022-11-22 18:58:53,071 INFO [train.py:818] (3/4) Epoch 1, batch 2000, loss[loss=0.2684, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005939, over 20.00 utterances.], tot_loss[loss=0.341, over 1464786.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.05623, over 4625.56 utterances.], batch size: 20, lr: 2.89e-03 2022-11-22 18:59:28,523 INFO [train.py:818] (3/4) Epoch 1, batch 2050, loss[loss=0.3456, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007406, over 22.00 utterances.], tot_loss[loss=0.3412, over 1466021.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05375, over 4617.66 utterances.], batch size: 22, lr: 2.89e-03 2022-11-22 19:00:04,888 INFO [train.py:818] (3/4) Epoch 1, batch 2100, loss[loss=0.3203, over 7391.00 frames. utt_duration=759.4 frames, utt_pad_proportion=0.1281, over 39.00 utterances.], tot_loss[loss=0.3384, over 1466188.46 frames. utt_duration=1270 frames, utt_pad_proportion=0.05234, over 4624.11 utterances.], batch size: 39, lr: 2.88e-03 2022-11-22 19:00:42,520 INFO [train.py:818] (3/4) Epoch 1, batch 2150, loss[loss=0.2692, over 7228.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03302, over 16.00 utterances.], tot_loss[loss=0.3326, over 1465274.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.04946, over 4579.67 utterances.], batch size: 16, lr: 2.88e-03 2022-11-22 19:01:19,251 INFO [train.py:818] (3/4) Epoch 1, batch 2200, loss[loss=0.3032, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007854, over 18.00 utterances.], tot_loss[loss=0.3318, over 1465936.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.0561, over 4647.05 utterances.], batch size: 18, lr: 2.87e-03 2022-11-22 19:01:54,781 INFO [train.py:818] (3/4) Epoch 1, batch 2250, loss[loss=0.249, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01036, over 17.00 utterances.], tot_loss[loss=0.3297, over 1465169.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05685, over 4635.16 utterances.], batch size: 17, lr: 2.86e-03 2022-11-22 19:02:32,773 INFO [train.py:818] (3/4) Epoch 1, batch 2300, loss[loss=0.3116, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01127, over 17.00 utterances.], tot_loss[loss=0.3258, over 1465073.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.05332, over 4578.75 utterances.], batch size: 17, lr: 2.86e-03 2022-11-22 19:03:08,600 INFO [train.py:818] (3/4) Epoch 1, batch 2350, loss[loss=0.2833, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009621, over 17.00 utterances.], tot_loss[loss=0.3222, over 1464596.87 frames. utt_duration=1297 frames, utt_pad_proportion=0.04962, over 4523.69 utterances.], batch size: 17, lr: 2.85e-03 2022-11-22 19:03:44,585 INFO [train.py:818] (3/4) Epoch 1, batch 2400, loss[loss=0.3329, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01018, over 24.00 utterances.], tot_loss[loss=0.3181, over 1465878.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.04953, over 4565.26 utterances.], batch size: 24, lr: 2.85e-03 2022-11-22 19:04:23,137 INFO [train.py:818] (3/4) Epoch 1, batch 2450, loss[loss=0.251, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007157, over 18.00 utterances.], tot_loss[loss=0.3159, over 1465418.61 frames. utt_duration=1297 frames, utt_pad_proportion=0.05074, over 4524.22 utterances.], batch size: 18, lr: 2.84e-03 2022-11-22 19:04:58,620 INFO [train.py:818] (3/4) Epoch 1, batch 2500, loss[loss=0.2975, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005818, over 19.00 utterances.], tot_loss[loss=0.3167, over 1465775.01 frames. utt_duration=1286 frames, utt_pad_proportion=0.05207, over 4565.79 utterances.], batch size: 19, lr: 2.84e-03 2022-11-22 19:05:34,836 INFO [train.py:818] (3/4) Epoch 1, batch 2550, loss[loss=0.3035, over 7380.00 frames. utt_duration=758.3 frames, utt_pad_proportion=0.1374, over 39.00 utterances.], tot_loss[loss=0.3164, over 1465575.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.06231, over 4670.63 utterances.], batch size: 39, lr: 2.83e-03 2022-11-22 19:06:12,257 INFO [train.py:818] (3/4) Epoch 1, batch 2600, loss[loss=0.2842, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006895, over 22.00 utterances.], tot_loss[loss=0.3123, over 1465666.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.05959, over 4675.32 utterances.], batch size: 22, lr: 2.83e-03 2022-11-22 19:06:48,297 INFO [train.py:818] (3/4) Epoch 1, batch 2650, loss[loss=0.2836, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008161, over 22.00 utterances.], tot_loss[loss=0.3102, over 1467353.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.06177, over 4711.62 utterances.], batch size: 22, lr: 2.82e-03 2022-11-22 19:07:25,289 INFO [train.py:818] (3/4) Epoch 1, batch 2700, loss[loss=0.2889, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009691, over 22.00 utterances.], tot_loss[loss=0.3076, over 1466826.25 frames. utt_duration=1269 frames, utt_pad_proportion=0.05663, over 4627.76 utterances.], batch size: 22, lr: 2.81e-03 2022-11-22 19:08:02,288 INFO [train.py:818] (3/4) Epoch 1, batch 2750, loss[loss=0.2683, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009885, over 17.00 utterances.], tot_loss[loss=0.3044, over 1464985.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.05059, over 4586.45 utterances.], batch size: 17, lr: 2.81e-03 2022-11-22 19:08:37,684 INFO [train.py:818] (3/4) Epoch 1, batch 2800, loss[loss=0.3106, over 7293.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009668, over 17.00 utterances.], tot_loss[loss=0.3003, over 1466073.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.05735, over 4662.21 utterances.], batch size: 17, lr: 2.80e-03 2022-11-22 19:09:14,219 INFO [train.py:818] (3/4) Epoch 1, batch 2850, loss[loss=0.4394, over 7486.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.06448, over 31.00 utterances.], tot_loss[loss=0.2992, over 1465505.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05358, over 4607.51 utterances.], batch size: 31, lr: 2.80e-03 2022-11-22 19:09:52,100 INFO [train.py:818] (3/4) Epoch 1, batch 2900, loss[loss=0.4115, over 7443.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.0153, over 24.00 utterances.], tot_loss[loss=0.3001, over 1464992.00 frames. utt_duration=1273 frames, utt_pad_proportion=0.05373, over 4610.28 utterances.], batch size: 24, lr: 2.79e-03 2022-11-22 19:10:28,243 INFO [train.py:818] (3/4) Epoch 1, batch 2950, loss[loss=0.2655, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004324, over 19.00 utterances.], tot_loss[loss=0.2969, over 1465004.22 frames. utt_duration=1285 frames, utt_pad_proportion=0.05015, over 4566.16 utterances.], batch size: 19, lr: 2.78e-03 2022-11-22 19:11:05,452 INFO [train.py:818] (3/4) Epoch 1, batch 3000, loss[loss=0.2692, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005784, over 21.00 utterances.], tot_loss[loss=0.2957, over 1463352.43 frames. utt_duration=1308 frames, utt_pad_proportion=0.04263, over 4479.50 utterances.], batch size: 21, lr: 2.78e-03 2022-11-22 19:11:05,452 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 19:11:27,510 INFO [train.py:847] (3/4) Epoch 1, validation: loss=0.1972, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 19:12:03,835 INFO [train.py:818] (3/4) Epoch 1, batch 3050, loss[loss=0.285, over 7236.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01422, over 24.00 utterances.], tot_loss[loss=0.2933, over 1463711.85 frames. utt_duration=1296 frames, utt_pad_proportion=0.04593, over 4524.54 utterances.], batch size: 24, lr: 2.77e-03 2022-11-22 19:12:41,639 INFO [train.py:818] (3/4) Epoch 1, batch 3100, loss[loss=0.2992, over 7371.00 frames. utt_duration=757.6 frames, utt_pad_proportion=0.1302, over 39.00 utterances.], tot_loss[loss=0.2929, over 1463914.97 frames. utt_duration=1291 frames, utt_pad_proportion=0.04572, over 4542.60 utterances.], batch size: 39, lr: 2.77e-03 2022-11-22 19:13:17,543 INFO [train.py:818] (3/4) Epoch 1, batch 3150, loss[loss=0.3288, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006483, over 20.00 utterances.], tot_loss[loss=0.2894, over 1464235.31 frames. utt_duration=1303 frames, utt_pad_proportion=0.04137, over 4501.06 utterances.], batch size: 20, lr: 2.76e-03 2022-11-22 19:13:54,115 INFO [train.py:818] (3/4) Epoch 1, batch 3200, loss[loss=0.3054, over 7444.00 frames. utt_duration=427.1 frames, utt_pad_proportion=0.3337, over 70.00 utterances.], tot_loss[loss=0.2851, over 1464213.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.0446, over 4508.62 utterances.], batch size: 70, lr: 2.75e-03 2022-11-22 19:14:32,590 INFO [train.py:818] (3/4) Epoch 1, batch 3250, loss[loss=0.1982, over 7495.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005668, over 19.00 utterances.], tot_loss[loss=0.2855, over 1465033.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06229, over 4738.40 utterances.], batch size: 19, lr: 2.75e-03 2022-11-22 19:15:08,910 INFO [train.py:818] (3/4) Epoch 1, batch 3300, loss[loss=0.2509, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005579, over 19.00 utterances.], tot_loss[loss=0.2853, over 1463959.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.06393, over 4760.62 utterances.], batch size: 19, lr: 2.74e-03 2022-11-22 19:15:45,712 INFO [train.py:818] (3/4) Epoch 1, batch 3350, loss[loss=0.2108, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007565, over 18.00 utterances.], tot_loss[loss=0.285, over 1464480.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06239, over 4761.00 utterances.], batch size: 18, lr: 2.73e-03 2022-11-22 19:16:23,786 INFO [train.py:818] (3/4) Epoch 1, batch 3400, loss[loss=0.2403, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.003522, over 20.00 utterances.], tot_loss[loss=0.2822, over 1464778.54 frames. utt_duration=1246 frames, utt_pad_proportion=0.06053, over 4706.79 utterances.], batch size: 20, lr: 2.73e-03 2022-11-22 19:16:59,220 INFO [train.py:818] (3/4) Epoch 1, batch 3450, loss[loss=0.3107, over 7296.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03532, over 27.00 utterances.], tot_loss[loss=0.2832, over 1464726.28 frames. utt_duration=1236 frames, utt_pad_proportion=0.0603, over 4744.55 utterances.], batch size: 27, lr: 2.72e-03 2022-11-22 19:17:35,594 INFO [train.py:818] (3/4) Epoch 1, batch 3500, loss[loss=0.2343, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009295, over 23.00 utterances.], tot_loss[loss=0.2795, over 1465460.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.05489, over 4690.89 utterances.], batch size: 23, lr: 2.72e-03 2022-11-22 19:18:13,129 INFO [train.py:818] (3/4) Epoch 1, batch 3550, loss[loss=0.2238, over 7470.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008091, over 17.00 utterances.], tot_loss[loss=0.2789, over 1465055.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.05868, over 4714.45 utterances.], batch size: 17, lr: 2.71e-03 2022-11-22 19:18:48,721 INFO [train.py:818] (3/4) Epoch 1, batch 3600, loss[loss=0.2734, over 7440.00 frames. utt_duration=961.9 frames, utt_pad_proportion=0.07066, over 31.00 utterances.], tot_loss[loss=0.2764, over 1465527.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05308, over 4700.12 utterances.], batch size: 31, lr: 2.70e-03 2022-11-22 19:19:24,760 INFO [train.py:818] (3/4) Epoch 1, batch 3650, loss[loss=0.3749, over 7462.00 frames. utt_duration=766.6 frames, utt_pad_proportion=0.1168, over 39.00 utterances.], tot_loss[loss=0.2761, over 1464697.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.05358, over 4709.85 utterances.], batch size: 39, lr: 2.70e-03 2022-11-22 19:20:02,313 INFO [train.py:818] (3/4) Epoch 1, batch 3700, loss[loss=0.2064, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006171, over 20.00 utterances.], tot_loss[loss=0.2741, over 1465204.02 frames. utt_duration=1241 frames, utt_pad_proportion=0.05824, over 4726.97 utterances.], batch size: 20, lr: 2.69e-03 2022-11-22 19:20:38,428 INFO [train.py:818] (3/4) Epoch 1, batch 3750, loss[loss=0.1842, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006113, over 19.00 utterances.], tot_loss[loss=0.2722, over 1465219.82 frames. utt_duration=1228 frames, utt_pad_proportion=0.06477, over 4780.24 utterances.], batch size: 19, lr: 2.68e-03 2022-11-22 19:21:14,344 INFO [train.py:818] (3/4) Epoch 1, batch 3800, loss[loss=0.2562, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00592, over 19.00 utterances.], tot_loss[loss=0.2691, over 1464277.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.05682, over 4669.96 utterances.], batch size: 19, lr: 2.68e-03 2022-11-22 19:21:51,511 INFO [train.py:818] (3/4) Epoch 1, batch 3850, loss[loss=0.3768, over 7395.00 frames. utt_duration=424 frames, utt_pad_proportion=0.3375, over 70.00 utterances.], tot_loss[loss=0.2664, over 1463328.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05634, over 4611.43 utterances.], batch size: 70, lr: 2.67e-03 2022-11-22 19:22:27,126 INFO [train.py:818] (3/4) Epoch 1, batch 3900, loss[loss=0.2846, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004796, over 20.00 utterances.], tot_loss[loss=0.2683, over 1463275.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05388, over 4583.28 utterances.], batch size: 20, lr: 2.66e-03 2022-11-22 19:23:03,424 INFO [train.py:818] (3/4) Epoch 1, batch 3950, loss[loss=0.2865, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006608, over 21.00 utterances.], tot_loss[loss=0.2671, over 1463532.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.05177, over 4568.78 utterances.], batch size: 21, lr: 2.66e-03 2022-11-22 19:23:40,280 INFO [train.py:818] (3/4) Epoch 1, batch 4000, loss[loss=0.2216, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.007353, over 17.00 utterances.], tot_loss[loss=0.2675, over 1464952.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05271, over 4601.00 utterances.], batch size: 17, lr: 2.65e-03 2022-11-22 19:24:16,281 INFO [train.py:818] (3/4) Epoch 1, batch 4050, loss[loss=0.2825, over 7250.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01902, over 25.00 utterances.], tot_loss[loss=0.2647, over 1464085.66 frames. utt_duration=1294 frames, utt_pad_proportion=0.05196, over 4532.54 utterances.], batch size: 25, lr: 2.64e-03 2022-11-22 19:24:53,872 INFO [train.py:818] (3/4) Epoch 1, batch 4100, loss[loss=0.2888, over 7484.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01298, over 24.00 utterances.], tot_loss[loss=0.2664, over 1464336.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04884, over 4511.66 utterances.], batch size: 24, lr: 2.64e-03 2022-11-22 19:25:28,772 INFO [train.py:818] (3/4) Epoch 1, batch 4150, loss[loss=0.286, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.009426, over 18.00 utterances.], tot_loss[loss=0.2719, over 1465926.96 frames. utt_duration=1294 frames, utt_pad_proportion=0.04782, over 4537.17 utterances.], batch size: 18, lr: 2.63e-03 2022-11-22 19:26:04,825 INFO [train.py:818] (3/4) Epoch 1, batch 4200, loss[loss=0.316, over 7171.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009381, over 22.00 utterances.], tot_loss[loss=0.2763, over 1466765.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05358, over 4593.90 utterances.], batch size: 22, lr: 2.63e-03 2022-11-22 19:26:43,177 INFO [train.py:818] (3/4) Epoch 1, batch 4250, loss[loss=0.3714, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004722, over 21.00 utterances.], tot_loss[loss=0.2823, over 1467027.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05887, over 4649.02 utterances.], batch size: 21, lr: 2.62e-03 2022-11-22 19:27:18,861 INFO [train.py:818] (3/4) Epoch 1, batch 4300, loss[loss=0.3078, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004106, over 20.00 utterances.], tot_loss[loss=0.2869, over 1466895.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05621, over 4659.80 utterances.], batch size: 20, lr: 2.61e-03 2022-11-22 19:27:55,836 INFO [train.py:818] (3/4) Epoch 1, batch 4350, loss[loss=0.3244, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005629, over 21.00 utterances.], tot_loss[loss=0.2934, over 1465776.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.0495, over 4581.15 utterances.], batch size: 21, lr: 2.61e-03 2022-11-22 19:28:33,490 INFO [train.py:818] (3/4) Epoch 1, batch 4400, loss[loss=0.3228, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006004, over 21.00 utterances.], tot_loss[loss=0.2989, over 1466096.74 frames. utt_duration=1261 frames, utt_pad_proportion=0.05702, over 4655.32 utterances.], batch size: 21, lr: 2.60e-03 2022-11-22 19:29:10,126 INFO [train.py:818] (3/4) Epoch 1, batch 4450, loss[loss=0.3144, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01005, over 17.00 utterances.], tot_loss[loss=0.302, over 1465843.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06065, over 4750.05 utterances.], batch size: 17, lr: 2.59e-03 2022-11-22 19:29:46,893 INFO [train.py:818] (3/4) Epoch 1, batch 4500, loss[loss=0.3366, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00562, over 20.00 utterances.], tot_loss[loss=0.3053, over 1465172.49 frames. utt_duration=1231 frames, utt_pad_proportion=0.06399, over 4766.15 utterances.], batch size: 20, lr: 2.59e-03 2022-11-22 19:30:24,546 INFO [train.py:818] (3/4) Epoch 1, batch 4550, loss[loss=0.4729, over 7381.00 frames. utt_duration=390.1 frames, utt_pad_proportion=0.3876, over 76.00 utterances.], tot_loss[loss=0.3084, over 1465577.49 frames. utt_duration=1210 frames, utt_pad_proportion=0.07546, over 4852.54 utterances.], batch size: 76, lr: 2.58e-03 2022-11-22 19:31:02,224 INFO [train.py:818] (3/4) Epoch 1, batch 4600, loss[loss=0.2912, over 7197.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005901, over 18.00 utterances.], tot_loss[loss=0.3109, over 1465879.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.06814, over 4738.24 utterances.], batch size: 18, lr: 2.57e-03 2022-11-22 19:31:38,626 INFO [train.py:818] (3/4) Epoch 1, batch 4650, loss[loss=0.3103, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005544, over 20.00 utterances.], tot_loss[loss=0.3131, over 1464662.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.0579, over 4617.86 utterances.], batch size: 20, lr: 2.57e-03 2022-11-22 19:32:16,467 INFO [train.py:818] (3/4) Epoch 1, batch 4700, loss[loss=0.4171, over 7448.00 frames. utt_duration=1147 frames, utt_pad_proportion=0.02771, over 26.00 utterances.], tot_loss[loss=0.3165, over 1464941.30 frames. utt_duration=1280 frames, utt_pad_proportion=0.05375, over 4583.42 utterances.], batch size: 26, lr: 2.56e-03 2022-11-22 19:32:53,249 INFO [train.py:818] (3/4) Epoch 1, batch 4750, loss[loss=0.3589, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006828, over 20.00 utterances.], tot_loss[loss=0.3174, over 1465265.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05814, over 4638.43 utterances.], batch size: 20, lr: 2.55e-03 2022-11-22 19:33:31,385 INFO [train.py:818] (3/4) Epoch 1, batch 4800, loss[loss=0.3502, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005284, over 21.00 utterances.], tot_loss[loss=0.3173, over 1466417.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05979, over 4658.84 utterances.], batch size: 21, lr: 2.55e-03 2022-11-22 19:34:07,163 INFO [train.py:818] (3/4) Epoch 1, batch 4850, loss[loss=0.3401, over 7298.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03568, over 27.00 utterances.], tot_loss[loss=0.3168, over 1467180.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.05901, over 4690.45 utterances.], batch size: 27, lr: 2.54e-03 2022-11-22 19:34:43,154 INFO [train.py:818] (3/4) Epoch 1, batch 4900, loss[loss=0.3313, over 7416.00 frames. utt_duration=761.9 frames, utt_pad_proportion=0.1351, over 39.00 utterances.], tot_loss[loss=0.316, over 1466832.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.05878, over 4696.66 utterances.], batch size: 39, lr: 2.54e-03 2022-11-22 19:35:21,180 INFO [train.py:818] (3/4) Epoch 1, batch 4950, loss[loss=0.266, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00679, over 22.00 utterances.], tot_loss[loss=0.3188, over 1466466.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05624, over 4639.63 utterances.], batch size: 22, lr: 2.53e-03 2022-11-22 19:35:57,511 INFO [train.py:818] (3/4) Epoch 1, batch 5000, loss[loss=0.247, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006079, over 19.00 utterances.], tot_loss[loss=0.3184, over 1467084.76 frames. utt_duration=1290 frames, utt_pad_proportion=0.05126, over 4553.98 utterances.], batch size: 19, lr: 2.52e-03 2022-11-22 19:36:34,671 INFO [train.py:818] (3/4) Epoch 1, batch 5050, loss[loss=0.3406, over 7346.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02958, over 27.00 utterances.], tot_loss[loss=0.3186, over 1467131.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.04908, over 4551.27 utterances.], batch size: 27, lr: 2.52e-03 2022-11-22 19:37:14,170 INFO [train.py:818] (3/4) Epoch 1, batch 5100, loss[loss=0.4, over 7417.00 frames. utt_duration=743.1 frames, utt_pad_proportion=0.1339, over 40.00 utterances.], tot_loss[loss=0.3254, over 1467916.12 frames. utt_duration=1230 frames, utt_pad_proportion=0.06629, over 4780.92 utterances.], batch size: 40, lr: 2.51e-03 2022-11-22 19:37:51,835 INFO [train.py:818] (3/4) Epoch 1, batch 5150, loss[loss=0.3946, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.014, over 24.00 utterances.], tot_loss[loss=0.3263, over 1467708.72 frames. utt_duration=1210 frames, utt_pad_proportion=0.07474, over 4859.75 utterances.], batch size: 24, lr: 2.50e-03 2022-11-22 19:38:29,606 INFO [train.py:818] (3/4) Epoch 1, batch 5200, loss[loss=0.3198, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.006829, over 17.00 utterances.], tot_loss[loss=0.3208, over 1466007.79 frames. utt_duration=1229 frames, utt_pad_proportion=0.06779, over 4775.64 utterances.], batch size: 17, lr: 2.50e-03 2022-11-22 19:39:08,170 INFO [train.py:818] (3/4) Epoch 1, batch 5250, loss[loss=0.2802, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006814, over 19.00 utterances.], tot_loss[loss=0.3181, over 1465478.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.07564, over 4869.83 utterances.], batch size: 19, lr: 2.49e-03 2022-11-22 19:39:45,220 INFO [train.py:818] (3/4) Epoch 1, batch 5300, loss[loss=0.2773, over 7471.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.007697, over 17.00 utterances.], tot_loss[loss=0.317, over 1465213.82 frames. utt_duration=1218 frames, utt_pad_proportion=0.0724, over 4817.18 utterances.], batch size: 17, lr: 2.49e-03 2022-11-22 19:40:21,093 INFO [train.py:818] (3/4) Epoch 1, batch 5350, loss[loss=0.2717, over 7199.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.3174, over 1465135.46 frames. utt_duration=1232 frames, utt_pad_proportion=0.06607, over 4762.66 utterances.], batch size: 18, lr: 2.48e-03 2022-11-22 19:40:58,793 INFO [train.py:818] (3/4) Epoch 1, batch 5400, loss[loss=0.3612, over 7397.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005643, over 19.00 utterances.], tot_loss[loss=0.3185, over 1465233.04 frames. utt_duration=1210 frames, utt_pad_proportion=0.07019, over 4849.85 utterances.], batch size: 19, lr: 2.47e-03 2022-11-22 19:41:35,595 INFO [train.py:818] (3/4) Epoch 1, batch 5450, loss[loss=0.2926, over 7194.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0071, over 18.00 utterances.], tot_loss[loss=0.3164, over 1464714.22 frames. utt_duration=1220 frames, utt_pad_proportion=0.06787, over 4808.38 utterances.], batch size: 18, lr: 2.47e-03 2022-11-22 19:42:13,015 INFO [train.py:818] (3/4) Epoch 1, batch 5500, loss[loss=0.3053, over 7188.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.006798, over 20.00 utterances.], tot_loss[loss=0.3149, over 1464301.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06655, over 4798.11 utterances.], batch size: 20, lr: 2.46e-03 2022-11-22 19:42:48,213 INFO [train.py:818] (3/4) Epoch 1, batch 5550, loss[loss=0.3534, over 7362.00 frames. utt_duration=756.6 frames, utt_pad_proportion=0.1403, over 39.00 utterances.], tot_loss[loss=0.3145, over 1465147.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.05802, over 4701.99 utterances.], batch size: 39, lr: 2.45e-03 2022-11-22 19:43:25,029 INFO [train.py:818] (3/4) Epoch 1, batch 5600, loss[loss=0.2925, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008102, over 23.00 utterances.], tot_loss[loss=0.3102, over 1465180.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06143, over 4723.93 utterances.], batch size: 23, lr: 2.45e-03 2022-11-22 19:44:02,296 INFO [train.py:818] (3/4) Epoch 1, batch 5650, loss[loss=0.2939, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005691, over 19.00 utterances.], tot_loss[loss=0.3088, over 1466256.20 frames. utt_duration=1234 frames, utt_pad_proportion=0.06575, over 4757.38 utterances.], batch size: 19, lr: 2.44e-03 2022-11-22 19:44:38,653 INFO [train.py:818] (3/4) Epoch 1, batch 5700, loss[loss=0.2377, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009887, over 17.00 utterances.], tot_loss[loss=0.3084, over 1467007.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.06396, over 4722.66 utterances.], batch size: 17, lr: 2.44e-03 2022-11-22 19:45:15,749 INFO [train.py:818] (3/4) Epoch 1, batch 5750, loss[loss=0.3589, over 7361.00 frames. utt_duration=951.4 frames, utt_pad_proportion=0.06815, over 31.00 utterances.], tot_loss[loss=0.3084, over 1465725.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06516, over 4717.10 utterances.], batch size: 31, lr: 2.43e-03 2022-11-22 19:45:54,029 INFO [train.py:818] (3/4) Epoch 1, batch 5800, loss[loss=0.281, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007673, over 17.00 utterances.], tot_loss[loss=0.3067, over 1465220.09 frames. utt_duration=1216 frames, utt_pad_proportion=0.06957, over 4823.95 utterances.], batch size: 17, lr: 2.42e-03 2022-11-22 19:46:29,552 INFO [train.py:818] (3/4) Epoch 1, batch 5850, loss[loss=0.2837, over 7337.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.006796, over 23.00 utterances.], tot_loss[loss=0.306, over 1465197.60 frames. utt_duration=1236 frames, utt_pad_proportion=0.06526, over 4748.50 utterances.], batch size: 23, lr: 2.42e-03 2022-11-22 19:47:08,419 INFO [train.py:818] (3/4) Epoch 1, batch 5900, loss[loss=0.3234, over 7327.00 frames. utt_duration=978.3 frames, utt_pad_proportion=0.05387, over 30.00 utterances.], tot_loss[loss=0.3041, over 1465661.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.06854, over 4836.94 utterances.], batch size: 30, lr: 2.41e-03 2022-11-22 19:47:45,581 INFO [train.py:818] (3/4) Epoch 1, batch 5950, loss[loss=0.3404, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006332, over 19.00 utterances.], tot_loss[loss=0.3021, over 1464462.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.06482, over 4825.73 utterances.], batch size: 19, lr: 2.41e-03 2022-11-22 19:48:22,015 INFO [train.py:818] (3/4) Epoch 1, batch 6000, loss[loss=0.2826, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007355, over 21.00 utterances.], tot_loss[loss=0.3017, over 1464338.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.05805, over 4721.10 utterances.], batch size: 21, lr: 2.40e-03 2022-11-22 19:48:22,016 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 19:48:47,495 INFO [train.py:847] (3/4) Epoch 1, validation: loss=0.1494, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 19:49:24,712 INFO [train.py:818] (3/4) Epoch 1, batch 6050, loss[loss=0.2655, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008635, over 23.00 utterances.], tot_loss[loss=0.302, over 1465194.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06681, over 4816.06 utterances.], batch size: 23, lr: 2.39e-03 2022-11-22 19:50:02,489 INFO [train.py:818] (3/4) Epoch 1, batch 6100, loss[loss=0.2213, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008957, over 17.00 utterances.], tot_loss[loss=0.301, over 1466125.16 frames. utt_duration=1193 frames, utt_pad_proportion=0.07693, over 4919.99 utterances.], batch size: 17, lr: 2.39e-03 2022-11-22 19:50:40,718 INFO [train.py:818] (3/4) Epoch 1, batch 6150, loss[loss=0.3754, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008419, over 23.00 utterances.], tot_loss[loss=0.3016, over 1466675.08 frames. utt_duration=1173 frames, utt_pad_proportion=0.08514, over 5009.61 utterances.], batch size: 23, lr: 2.38e-03 2022-11-22 19:51:17,539 INFO [train.py:818] (3/4) Epoch 1, batch 6200, loss[loss=0.2412, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009706, over 17.00 utterances.], tot_loss[loss=0.3033, over 1466997.63 frames. utt_duration=1155 frames, utt_pad_proportion=0.09093, over 5085.75 utterances.], batch size: 17, lr: 2.38e-03 2022-11-22 19:51:54,319 INFO [train.py:818] (3/4) Epoch 1, batch 6250, loss[loss=0.3387, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005988, over 19.00 utterances.], tot_loss[loss=0.3007, over 1467100.89 frames. utt_duration=1171 frames, utt_pad_proportion=0.08521, over 5019.12 utterances.], batch size: 19, lr: 2.37e-03 2022-11-22 19:52:32,750 INFO [train.py:818] (3/4) Epoch 1, batch 6300, loss[loss=0.2592, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006025, over 20.00 utterances.], tot_loss[loss=0.2997, over 1467312.41 frames. utt_duration=1169 frames, utt_pad_proportion=0.08707, over 5027.36 utterances.], batch size: 20, lr: 2.37e-03 2022-11-22 19:53:08,983 INFO [train.py:818] (3/4) Epoch 1, batch 6350, loss[loss=0.3593, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.2978, over 1467014.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.07425, over 4879.16 utterances.], batch size: 20, lr: 2.36e-03 2022-11-22 19:53:47,030 INFO [train.py:818] (3/4) Epoch 1, batch 6400, loss[loss=0.3066, over 7477.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02124, over 26.00 utterances.], tot_loss[loss=0.3001, over 1466758.29 frames. utt_duration=1200 frames, utt_pad_proportion=0.07466, over 4894.20 utterances.], batch size: 26, lr: 2.35e-03 2022-11-22 19:54:23,021 INFO [train.py:818] (3/4) Epoch 1, batch 6450, loss[loss=0.2015, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007059, over 17.00 utterances.], tot_loss[loss=0.2977, over 1466417.48 frames. utt_duration=1214 frames, utt_pad_proportion=0.071, over 4836.34 utterances.], batch size: 17, lr: 2.35e-03 2022-11-22 19:54:59,594 INFO [train.py:818] (3/4) Epoch 1, batch 6500, loss[loss=0.3769, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01406, over 24.00 utterances.], tot_loss[loss=0.2998, over 1466875.29 frames. utt_duration=1207 frames, utt_pad_proportion=0.06963, over 4865.51 utterances.], batch size: 24, lr: 2.34e-03 2022-11-22 19:55:37,023 INFO [train.py:818] (3/4) Epoch 1, batch 6550, loss[loss=0.2714, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00729, over 18.00 utterances.], tot_loss[loss=0.2987, over 1467052.39 frames. utt_duration=1221 frames, utt_pad_proportion=0.06775, over 4813.88 utterances.], batch size: 18, lr: 2.34e-03 2022-11-22 19:56:13,211 INFO [train.py:818] (3/4) Epoch 1, batch 6600, loss[loss=0.2364, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01352, over 24.00 utterances.], tot_loss[loss=0.2973, over 1468061.67 frames. utt_duration=1232 frames, utt_pad_proportion=0.06048, over 4771.90 utterances.], batch size: 24, lr: 2.33e-03 2022-11-22 19:56:49,038 INFO [train.py:818] (3/4) Epoch 1, batch 6650, loss[loss=0.2705, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005594, over 22.00 utterances.], tot_loss[loss=0.2974, over 1466924.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06391, over 4801.88 utterances.], batch size: 22, lr: 2.33e-03 2022-11-22 19:57:26,241 INFO [train.py:818] (3/4) Epoch 1, batch 6700, loss[loss=0.256, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00752, over 18.00 utterances.], tot_loss[loss=0.2968, over 1465473.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.06459, over 4816.97 utterances.], batch size: 18, lr: 2.32e-03 2022-11-22 19:58:03,417 INFO [train.py:818] (3/4) Epoch 1, batch 6750, loss[loss=0.3326, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006948, over 20.00 utterances.], tot_loss[loss=0.2969, over 1466302.26 frames. utt_duration=1189 frames, utt_pad_proportion=0.07633, over 4941.05 utterances.], batch size: 20, lr: 2.31e-03 2022-11-22 19:58:41,187 INFO [train.py:818] (3/4) Epoch 1, batch 6800, loss[loss=0.2918, over 7310.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03158, over 27.00 utterances.], tot_loss[loss=0.2956, over 1467424.69 frames. utt_duration=1172 frames, utt_pad_proportion=0.0805, over 5013.33 utterances.], batch size: 27, lr: 2.31e-03 2022-11-22 19:59:19,022 INFO [train.py:818] (3/4) Epoch 1, batch 6850, loss[loss=0.3446, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01049, over 23.00 utterances.], tot_loss[loss=0.2974, over 1466660.52 frames. utt_duration=1198 frames, utt_pad_proportion=0.07205, over 4901.31 utterances.], batch size: 23, lr: 2.30e-03 2022-11-22 19:59:55,524 INFO [train.py:818] (3/4) Epoch 1, batch 6900, loss[loss=0.2775, over 7367.00 frames. utt_duration=757.2 frames, utt_pad_proportion=0.1346, over 39.00 utterances.], tot_loss[loss=0.2976, over 1465866.83 frames. utt_duration=1199 frames, utt_pad_proportion=0.07085, over 4895.88 utterances.], batch size: 39, lr: 2.30e-03 2022-11-22 20:00:33,806 INFO [train.py:818] (3/4) Epoch 1, batch 6950, loss[loss=0.2378, over 7442.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.009211, over 17.00 utterances.], tot_loss[loss=0.294, over 1467035.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.0685, over 4830.13 utterances.], batch size: 17, lr: 2.29e-03 2022-11-22 20:01:10,293 INFO [train.py:818] (3/4) Epoch 1, batch 7000, loss[loss=0.3145, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006302, over 21.00 utterances.], tot_loss[loss=0.2919, over 1466722.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.06816, over 4853.46 utterances.], batch size: 21, lr: 2.29e-03 2022-11-22 20:01:46,411 INFO [train.py:818] (3/4) Epoch 1, batch 7050, loss[loss=0.2427, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007086, over 22.00 utterances.], tot_loss[loss=0.288, over 1466522.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.06423, over 4792.74 utterances.], batch size: 22, lr: 2.28e-03 2022-11-22 20:02:23,750 INFO [train.py:818] (3/4) Epoch 1, batch 7100, loss[loss=0.345, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006165, over 21.00 utterances.], tot_loss[loss=0.2891, over 1466999.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.06195, over 4766.68 utterances.], batch size: 21, lr: 2.28e-03 2022-11-22 20:03:00,229 INFO [train.py:818] (3/4) Epoch 1, batch 7150, loss[loss=0.3038, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006603, over 20.00 utterances.], tot_loss[loss=0.2898, over 1468094.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07087, over 4885.97 utterances.], batch size: 20, lr: 2.27e-03 2022-11-22 20:03:37,380 INFO [train.py:818] (3/4) Epoch 1, batch 7200, loss[loss=0.2799, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007123, over 22.00 utterances.], tot_loss[loss=0.2899, over 1468454.05 frames. utt_duration=1178 frames, utt_pad_proportion=0.07569, over 4992.33 utterances.], batch size: 22, lr: 2.27e-03 2022-11-22 20:04:14,553 INFO [train.py:818] (3/4) Epoch 1, batch 7250, loss[loss=0.1901, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005514, over 20.00 utterances.], tot_loss[loss=0.2902, over 1467684.24 frames. utt_duration=1173 frames, utt_pad_proportion=0.07609, over 5012.90 utterances.], batch size: 20, lr: 2.26e-03 2022-11-22 20:04:51,888 INFO [train.py:818] (3/4) Epoch 1, batch 7300, loss[loss=0.144, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007088, over 19.00 utterances.], tot_loss[loss=0.2899, over 1466209.85 frames. utt_duration=1184 frames, utt_pad_proportion=0.07494, over 4958.43 utterances.], batch size: 19, lr: 2.26e-03 2022-11-22 20:05:29,062 INFO [train.py:818] (3/4) Epoch 1, batch 7350, loss[loss=0.2319, over 7362.00 frames. utt_duration=951.2 frames, utt_pad_proportion=0.07922, over 31.00 utterances.], tot_loss[loss=0.286, over 1466179.81 frames. utt_duration=1206 frames, utt_pad_proportion=0.06737, over 4868.38 utterances.], batch size: 31, lr: 2.25e-03 2022-11-22 20:06:06,880 INFO [train.py:818] (3/4) Epoch 1, batch 7400, loss[loss=0.2983, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006264, over 22.00 utterances.], tot_loss[loss=0.2903, over 1466024.24 frames. utt_duration=1200 frames, utt_pad_proportion=0.07058, over 4893.17 utterances.], batch size: 22, lr: 2.24e-03 2022-11-22 20:06:43,935 INFO [train.py:818] (3/4) Epoch 1, batch 7450, loss[loss=0.2687, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005249, over 20.00 utterances.], tot_loss[loss=0.2888, over 1466117.11 frames. utt_duration=1174 frames, utt_pad_proportion=0.08078, over 5001.11 utterances.], batch size: 20, lr: 2.24e-03 2022-11-22 20:07:21,701 INFO [train.py:818] (3/4) Epoch 1, batch 7500, loss[loss=0.2551, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006617, over 18.00 utterances.], tot_loss[loss=0.2881, over 1467364.36 frames. utt_duration=1163 frames, utt_pad_proportion=0.08436, over 5053.70 utterances.], batch size: 18, lr: 2.23e-03 2022-11-22 20:07:59,652 INFO [train.py:818] (3/4) Epoch 1, batch 7550, loss[loss=0.25, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 19.00 utterances.], tot_loss[loss=0.2877, over 1466076.41 frames. utt_duration=1193 frames, utt_pad_proportion=0.07536, over 4922.83 utterances.], batch size: 19, lr: 2.23e-03 2022-11-22 20:08:37,643 INFO [train.py:818] (3/4) Epoch 1, batch 7600, loss[loss=0.264, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.005986, over 21.00 utterances.], tot_loss[loss=0.2846, over 1466142.33 frames. utt_duration=1203 frames, utt_pad_proportion=0.06977, over 4882.89 utterances.], batch size: 21, lr: 2.22e-03 2022-11-22 20:09:14,751 INFO [train.py:818] (3/4) Epoch 1, batch 7650, loss[loss=0.226, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.0085, over 17.00 utterances.], tot_loss[loss=0.2835, over 1466022.86 frames. utt_duration=1228 frames, utt_pad_proportion=0.06088, over 4779.24 utterances.], batch size: 17, lr: 2.22e-03 2022-11-22 20:09:51,387 INFO [train.py:818] (3/4) Epoch 1, batch 7700, loss[loss=0.3092, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01023, over 17.00 utterances.], tot_loss[loss=0.2847, over 1465250.03 frames. utt_duration=1224 frames, utt_pad_proportion=0.06407, over 4795.28 utterances.], batch size: 17, lr: 2.21e-03 2022-11-22 20:10:28,454 INFO [train.py:818] (3/4) Epoch 1, batch 7750, loss[loss=0.2682, over 7152.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01074, over 17.00 utterances.], tot_loss[loss=0.2801, over 1464511.45 frames. utt_duration=1227 frames, utt_pad_proportion=0.06426, over 4778.31 utterances.], batch size: 17, lr: 2.21e-03 2022-11-22 20:11:06,964 INFO [train.py:818] (3/4) Epoch 1, batch 7800, loss[loss=0.2773, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005384, over 21.00 utterances.], tot_loss[loss=0.2813, over 1464207.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.05859, over 4698.07 utterances.], batch size: 21, lr: 2.20e-03 2022-11-22 20:11:44,996 INFO [train.py:818] (3/4) Epoch 1, batch 7850, loss[loss=0.3135, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005972, over 20.00 utterances.], tot_loss[loss=0.2831, over 1465255.28 frames. utt_duration=1237 frames, utt_pad_proportion=0.0619, over 4745.12 utterances.], batch size: 20, lr: 2.20e-03 2022-11-22 20:12:22,642 INFO [train.py:818] (3/4) Epoch 1, batch 7900, loss[loss=0.2223, over 7253.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03573, over 16.00 utterances.], tot_loss[loss=0.2809, over 1464747.29 frames. utt_duration=1213 frames, utt_pad_proportion=0.07119, over 4837.30 utterances.], batch size: 16, lr: 2.19e-03 2022-11-22 20:12:58,044 INFO [train.py:818] (3/4) Epoch 1, batch 7950, loss[loss=0.2542, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007873, over 21.00 utterances.], tot_loss[loss=0.278, over 1464466.58 frames. utt_duration=1233 frames, utt_pad_proportion=0.06319, over 4755.45 utterances.], batch size: 21, lr: 2.19e-03 2022-11-22 20:13:45,416 INFO [train.py:818] (3/4) Epoch 1, batch 8000, loss[loss=0.2845, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006273, over 19.00 utterances.], tot_loss[loss=0.2771, over 1465763.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.05606, over 4722.50 utterances.], batch size: 19, lr: 2.18e-03 2022-11-22 20:14:22,156 INFO [train.py:818] (3/4) Epoch 1, batch 8050, loss[loss=0.4184, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007854, over 19.00 utterances.], tot_loss[loss=0.2777, over 1466792.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.05284, over 4701.56 utterances.], batch size: 19, lr: 2.18e-03 2022-11-22 20:14:59,054 INFO [train.py:818] (3/4) Epoch 1, batch 8100, loss[loss=0.2658, over 7366.00 frames. utt_duration=1404 frames, utt_pad_proportion=0.005497, over 21.00 utterances.], tot_loss[loss=0.2795, over 1465865.14 frames. utt_duration=1250 frames, utt_pad_proportion=0.05126, over 4695.69 utterances.], batch size: 21, lr: 2.17e-03 2022-11-22 20:15:36,894 INFO [train.py:818] (3/4) Epoch 1, batch 8150, loss[loss=0.2792, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005815, over 21.00 utterances.], tot_loss[loss=0.278, over 1465405.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.05621, over 4704.72 utterances.], batch size: 21, lr: 2.17e-03 2022-11-22 20:16:15,129 INFO [train.py:818] (3/4) Epoch 1, batch 8200, loss[loss=0.2552, over 7486.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01238, over 24.00 utterances.], tot_loss[loss=0.2794, over 1464892.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.06105, over 4747.46 utterances.], batch size: 24, lr: 2.16e-03 2022-11-22 20:16:51,165 INFO [train.py:818] (3/4) Epoch 1, batch 8250, loss[loss=0.3274, over 7476.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.06548, over 31.00 utterances.], tot_loss[loss=0.278, over 1465075.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06202, over 4767.84 utterances.], batch size: 31, lr: 2.16e-03 2022-11-22 20:17:28,394 INFO [train.py:818] (3/4) Epoch 1, batch 8300, loss[loss=0.3314, over 7425.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.07107, over 31.00 utterances.], tot_loss[loss=0.2778, over 1465811.39 frames. utt_duration=1228 frames, utt_pad_proportion=0.06297, over 4779.78 utterances.], batch size: 31, lr: 2.15e-03 2022-11-22 20:18:06,587 INFO [train.py:818] (3/4) Epoch 1, batch 8350, loss[loss=0.2727, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.003923, over 20.00 utterances.], tot_loss[loss=0.2777, over 1466334.28 frames. utt_duration=1216 frames, utt_pad_proportion=0.06417, over 4829.46 utterances.], batch size: 20, lr: 2.15e-03 2022-11-22 20:18:44,113 INFO [train.py:818] (3/4) Epoch 1, batch 8400, loss[loss=0.3357, over 7283.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006847, over 21.00 utterances.], tot_loss[loss=0.2763, over 1466648.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.0544, over 4680.01 utterances.], batch size: 21, lr: 2.15e-03 2022-11-22 20:19:20,555 INFO [train.py:818] (3/4) Epoch 1, batch 8450, loss[loss=0.2527, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006233, over 20.00 utterances.], tot_loss[loss=0.2725, over 1466462.03 frames. utt_duration=1256 frames, utt_pad_proportion=0.05566, over 4675.05 utterances.], batch size: 20, lr: 2.14e-03 2022-11-22 20:19:58,097 INFO [train.py:818] (3/4) Epoch 1, batch 8500, loss[loss=0.2574, over 7458.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01578, over 24.00 utterances.], tot_loss[loss=0.2734, over 1465653.89 frames. utt_duration=1250 frames, utt_pad_proportion=0.05822, over 4695.16 utterances.], batch size: 24, lr: 2.14e-03 2022-11-22 20:20:35,953 INFO [train.py:818] (3/4) Epoch 1, batch 8550, loss[loss=0.2227, over 7301.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.007806, over 18.00 utterances.], tot_loss[loss=0.2741, over 1465486.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.06012, over 4701.13 utterances.], batch size: 18, lr: 2.13e-03 2022-11-22 20:21:13,966 INFO [train.py:818] (3/4) Epoch 1, batch 8600, loss[loss=0.2441, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006526, over 21.00 utterances.], tot_loss[loss=0.2709, over 1465646.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05856, over 4693.94 utterances.], batch size: 21, lr: 2.13e-03 2022-11-22 20:21:49,927 INFO [train.py:818] (3/4) Epoch 1, batch 8650, loss[loss=0.335, over 7363.00 frames. utt_duration=951.9 frames, utt_pad_proportion=0.07675, over 31.00 utterances.], tot_loss[loss=0.27, over 1466604.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.05802, over 4707.68 utterances.], batch size: 31, lr: 2.12e-03 2022-11-22 20:22:25,835 INFO [train.py:818] (3/4) Epoch 1, batch 8700, loss[loss=0.3637, over 7387.00 frames. utt_duration=779 frames, utt_pad_proportion=0.1157, over 38.00 utterances.], tot_loss[loss=0.272, over 1467619.36 frames. utt_duration=1237 frames, utt_pad_proportion=0.06099, over 4749.90 utterances.], batch size: 38, lr: 2.12e-03 2022-11-22 20:23:01,719 INFO [train.py:818] (3/4) Epoch 1, batch 8750, loss[loss=0.2514, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006828, over 20.00 utterances.], tot_loss[loss=0.2697, over 1467212.93 frames. utt_duration=1238 frames, utt_pad_proportion=0.06142, over 4746.50 utterances.], batch size: 20, lr: 2.11e-03 2022-11-22 20:23:38,365 INFO [train.py:818] (3/4) Epoch 1, batch 8800, loss[loss=0.2832, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 21.00 utterances.], tot_loss[loss=0.2709, over 1467990.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.05661, over 4680.93 utterances.], batch size: 21, lr: 2.11e-03 2022-11-22 20:24:14,692 INFO [train.py:818] (3/4) Epoch 1, batch 8850, loss[loss=0.2386, over 7411.00 frames. utt_duration=957.5 frames, utt_pad_proportion=0.07217, over 31.00 utterances.], tot_loss[loss=0.2704, over 1468055.77 frames. utt_duration=1240 frames, utt_pad_proportion=0.05905, over 4740.37 utterances.], batch size: 31, lr: 2.10e-03 2022-11-22 20:25:36,041 INFO [train.py:818] (3/4) Epoch 2, batch 0, loss[loss=0.2027, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007822, over 18.00 utterances.], tot_loss[loss=0.2027, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007822, over 18.00 utterances.], batch size: 18, lr: 2.09e-03 2022-11-22 20:26:12,948 INFO [train.py:818] (3/4) Epoch 2, batch 50, loss[loss=0.2374, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005389, over 22.00 utterances.], tot_loss[loss=0.2154, over 330491.42 frames. utt_duration=1307 frames, utt_pad_proportion=0.05206, over 1012.26 utterances.], batch size: 22, lr: 2.08e-03 2022-11-22 20:26:48,779 INFO [train.py:818] (3/4) Epoch 2, batch 100, loss[loss=0.1879, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008891, over 23.00 utterances.], tot_loss[loss=0.2097, over 582780.09 frames. utt_duration=1268 frames, utt_pad_proportion=0.06278, over 1840.85 utterances.], batch size: 23, lr: 2.08e-03 2022-11-22 20:27:26,280 INFO [train.py:818] (3/4) Epoch 2, batch 150, loss[loss=0.1615, over 7253.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.06059, over 30.00 utterances.], tot_loss[loss=0.2093, over 779224.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05591, over 2454.26 utterances.], batch size: 30, lr: 2.07e-03 2022-11-22 20:28:01,656 INFO [train.py:818] (3/4) Epoch 2, batch 200, loss[loss=0.2127, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.2061, over 930722.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.0492, over 2883.36 utterances.], batch size: 21, lr: 2.07e-03 2022-11-22 20:28:38,100 INFO [train.py:818] (3/4) Epoch 2, batch 250, loss[loss=0.2575, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01088, over 23.00 utterances.], tot_loss[loss=0.2063, over 1049543.09 frames. utt_duration=1305 frames, utt_pad_proportion=0.04515, over 3219.83 utterances.], batch size: 23, lr: 2.06e-03 2022-11-22 20:29:14,846 INFO [train.py:818] (3/4) Epoch 2, batch 300, loss[loss=0.1828, over 7262.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.01139, over 24.00 utterances.], tot_loss[loss=0.203, over 1141916.37 frames. utt_duration=1332 frames, utt_pad_proportion=0.03906, over 3433.80 utterances.], batch size: 24, lr: 2.06e-03 2022-11-22 20:29:50,495 INFO [train.py:818] (3/4) Epoch 2, batch 350, loss[loss=0.1866, over 7318.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007319, over 17.00 utterances.], tot_loss[loss=0.2046, over 1215013.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.0504, over 3777.78 utterances.], batch size: 17, lr: 2.06e-03 2022-11-22 20:30:26,053 INFO [train.py:818] (3/4) Epoch 2, batch 400, loss[loss=0.1718, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007221, over 21.00 utterances.], tot_loss[loss=0.2026, over 1270099.05 frames. utt_duration=1307 frames, utt_pad_proportion=0.04646, over 3891.69 utterances.], batch size: 21, lr: 2.05e-03 2022-11-22 20:31:03,817 INFO [train.py:818] (3/4) Epoch 2, batch 450, loss[loss=0.2105, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006381, over 19.00 utterances.], tot_loss[loss=0.2023, over 1313781.45 frames. utt_duration=1292 frames, utt_pad_proportion=0.04863, over 4072.98 utterances.], batch size: 19, lr: 2.05e-03 2022-11-22 20:31:39,397 INFO [train.py:818] (3/4) Epoch 2, batch 500, loss[loss=0.1478, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006906, over 21.00 utterances.], tot_loss[loss=0.202, over 1346941.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05501, over 4277.82 utterances.], batch size: 21, lr: 2.04e-03 2022-11-22 20:32:15,254 INFO [train.py:818] (3/4) Epoch 2, batch 550, loss[loss=0.2331, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006192, over 19.00 utterances.], tot_loss[loss=0.2027, over 1373638.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.05036, over 4287.04 utterances.], batch size: 19, lr: 2.04e-03 2022-11-22 20:32:52,393 INFO [train.py:818] (3/4) Epoch 2, batch 600, loss[loss=0.1996, over 7272.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.05898, over 30.00 utterances.], tot_loss[loss=0.2028, over 1394547.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05519, over 4409.35 utterances.], batch size: 30, lr: 2.03e-03 2022-11-22 20:33:27,677 INFO [train.py:818] (3/4) Epoch 2, batch 650, loss[loss=0.2352, over 7268.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.01088, over 24.00 utterances.], tot_loss[loss=0.2019, over 1410876.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.04948, over 4437.09 utterances.], batch size: 24, lr: 2.03e-03 2022-11-22 20:34:03,585 INFO [train.py:818] (3/4) Epoch 2, batch 700, loss[loss=0.135, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007728, over 18.00 utterances.], tot_loss[loss=0.2005, over 1423093.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.04946, over 4477.63 utterances.], batch size: 18, lr: 2.03e-03 2022-11-22 20:34:41,004 INFO [train.py:818] (3/4) Epoch 2, batch 750, loss[loss=0.2532, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006556, over 22.00 utterances.], tot_loss[loss=0.1997, over 1431943.73 frames. utt_duration=1278 frames, utt_pad_proportion=0.04785, over 4487.44 utterances.], batch size: 22, lr: 2.02e-03 2022-11-22 20:35:17,206 INFO [train.py:818] (3/4) Epoch 2, batch 800, loss[loss=0.134, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005687, over 18.00 utterances.], tot_loss[loss=0.201, over 1439324.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.05541, over 4597.10 utterances.], batch size: 18, lr: 2.02e-03 2022-11-22 20:35:52,460 INFO [train.py:818] (3/4) Epoch 2, batch 850, loss[loss=0.1578, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004858, over 21.00 utterances.], tot_loss[loss=0.201, over 1445099.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04733, over 4510.10 utterances.], batch size: 21, lr: 2.01e-03 2022-11-22 20:36:29,346 INFO [train.py:818] (3/4) Epoch 2, batch 900, loss[loss=0.1933, over 7475.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.1443, over 40.00 utterances.], tot_loss[loss=0.2018, over 1449297.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05245, over 4576.37 utterances.], batch size: 40, lr: 2.01e-03 2022-11-22 20:37:04,475 INFO [train.py:818] (3/4) Epoch 2, batch 950, loss[loss=0.1973, over 7486.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004054, over 21.00 utterances.], tot_loss[loss=0.2032, over 1453405.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04675, over 4507.26 utterances.], batch size: 21, lr: 2.00e-03 2022-11-22 20:37:41,324 INFO [train.py:818] (3/4) Epoch 2, batch 1000, loss[loss=0.181, over 7274.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.007192, over 20.00 utterances.], tot_loss[loss=0.2039, over 1455456.30 frames. utt_duration=1311 frames, utt_pad_proportion=0.04056, over 4445.84 utterances.], batch size: 20, lr: 2.00e-03 2022-11-22 20:38:17,846 INFO [train.py:818] (3/4) Epoch 2, batch 1050, loss[loss=0.2343, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006726, over 22.00 utterances.], tot_loss[loss=0.207, over 1457613.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05696, over 4608.88 utterances.], batch size: 22, lr: 2.00e-03 2022-11-22 20:38:53,533 INFO [train.py:818] (3/4) Epoch 2, batch 1100, loss[loss=0.2257, over 7272.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03918, over 27.00 utterances.], tot_loss[loss=0.207, over 1459002.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.0535, over 4614.50 utterances.], batch size: 27, lr: 1.99e-03 2022-11-22 20:39:31,993 INFO [train.py:818] (3/4) Epoch 2, batch 1150, loss[loss=0.2496, over 7341.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02958, over 27.00 utterances.], tot_loss[loss=0.2068, over 1460709.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.05064, over 4613.96 utterances.], batch size: 27, lr: 1.99e-03 2022-11-22 20:40:09,695 INFO [train.py:818] (3/4) Epoch 2, batch 1200, loss[loss=0.2119, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007153, over 21.00 utterances.], tot_loss[loss=0.2109, over 1462939.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.05691, over 4714.96 utterances.], batch size: 21, lr: 1.98e-03 2022-11-22 20:40:47,651 INFO [train.py:818] (3/4) Epoch 2, batch 1250, loss[loss=0.1794, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005246, over 21.00 utterances.], tot_loss[loss=0.2111, over 1463865.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.06376, over 4780.36 utterances.], batch size: 21, lr: 1.98e-03 2022-11-22 20:41:25,938 INFO [train.py:818] (3/4) Epoch 2, batch 1300, loss[loss=0.1821, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.2097, over 1464021.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.06318, over 4801.89 utterances.], batch size: 17, lr: 1.98e-03 2022-11-22 20:42:01,517 INFO [train.py:818] (3/4) Epoch 2, batch 1350, loss[loss=0.2427, over 7268.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03905, over 27.00 utterances.], tot_loss[loss=0.207, over 1463278.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.05954, over 4745.91 utterances.], batch size: 27, lr: 1.97e-03 2022-11-22 20:42:37,531 INFO [train.py:818] (3/4) Epoch 2, batch 1400, loss[loss=0.178, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009086, over 17.00 utterances.], tot_loss[loss=0.2063, over 1463458.62 frames. utt_duration=1253 frames, utt_pad_proportion=0.05668, over 4678.98 utterances.], batch size: 17, lr: 1.97e-03 2022-11-22 20:43:14,964 INFO [train.py:818] (3/4) Epoch 2, batch 1450, loss[loss=0.2609, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008261, over 18.00 utterances.], tot_loss[loss=0.2058, over 1463711.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05436, over 4634.80 utterances.], batch size: 18, lr: 1.97e-03 2022-11-22 20:43:50,035 INFO [train.py:818] (3/4) Epoch 2, batch 1500, loss[loss=0.1641, over 7446.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.006236, over 17.00 utterances.], tot_loss[loss=0.2066, over 1464613.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05153, over 4634.52 utterances.], batch size: 17, lr: 1.96e-03 2022-11-22 20:44:25,848 INFO [train.py:818] (3/4) Epoch 2, batch 1550, loss[loss=0.2371, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03704, over 27.00 utterances.], tot_loss[loss=0.2074, over 1464855.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.05631, over 4659.58 utterances.], batch size: 27, lr: 1.96e-03 2022-11-22 20:45:03,127 INFO [train.py:818] (3/4) Epoch 2, batch 1600, loss[loss=0.2025, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005987, over 22.00 utterances.], tot_loss[loss=0.2074, over 1465112.54 frames. utt_duration=1217 frames, utt_pad_proportion=0.06929, over 4821.01 utterances.], batch size: 22, lr: 1.95e-03 2022-11-22 20:45:38,677 INFO [train.py:818] (3/4) Epoch 2, batch 1650, loss[loss=0.2276, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008318, over 22.00 utterances.], tot_loss[loss=0.2081, over 1465602.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06309, over 4752.44 utterances.], batch size: 22, lr: 1.95e-03 2022-11-22 20:46:15,184 INFO [train.py:818] (3/4) Epoch 2, batch 1700, loss[loss=0.1926, over 7193.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005249, over 21.00 utterances.], tot_loss[loss=0.2053, over 1465890.27 frames. utt_duration=1233 frames, utt_pad_proportion=0.06428, over 4760.35 utterances.], batch size: 21, lr: 1.95e-03 2022-11-22 20:46:52,951 INFO [train.py:818] (3/4) Epoch 2, batch 1750, loss[loss=0.1767, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005905, over 21.00 utterances.], tot_loss[loss=0.2037, over 1465631.66 frames. utt_duration=1264 frames, utt_pad_proportion=0.05473, over 4644.07 utterances.], batch size: 21, lr: 1.94e-03 2022-11-22 20:47:28,928 INFO [train.py:818] (3/4) Epoch 2, batch 1800, loss[loss=0.1945, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005736, over 21.00 utterances.], tot_loss[loss=0.2034, over 1466332.82 frames. utt_duration=1252 frames, utt_pad_proportion=0.05807, over 4688.69 utterances.], batch size: 21, lr: 1.94e-03 2022-11-22 20:48:06,290 INFO [train.py:818] (3/4) Epoch 2, batch 1850, loss[loss=0.1224, over 7477.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.007096, over 17.00 utterances.], tot_loss[loss=0.2019, over 1467061.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.05699, over 4669.68 utterances.], batch size: 17, lr: 1.94e-03 2022-11-22 20:48:41,646 INFO [train.py:818] (3/4) Epoch 2, batch 1900, loss[loss=0.1888, over 7286.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007315, over 19.00 utterances.], tot_loss[loss=0.2034, over 1465545.08 frames. utt_duration=1251 frames, utt_pad_proportion=0.05991, over 4690.28 utterances.], batch size: 19, lr: 1.93e-03 2022-11-22 20:49:16,976 INFO [train.py:818] (3/4) Epoch 2, batch 1950, loss[loss=0.2271, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006188, over 21.00 utterances.], tot_loss[loss=0.2072, over 1465646.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.0632, over 4718.88 utterances.], batch size: 21, lr: 1.93e-03 2022-11-22 20:49:54,677 INFO [train.py:818] (3/4) Epoch 2, batch 2000, loss[loss=0.1674, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005483, over 20.00 utterances.], tot_loss[loss=0.2062, over 1465745.34 frames. utt_duration=1232 frames, utt_pad_proportion=0.07019, over 4763.18 utterances.], batch size: 20, lr: 1.92e-03 2022-11-22 20:50:31,288 INFO [train.py:818] (3/4) Epoch 2, batch 2050, loss[loss=0.1943, over 7438.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01309, over 17.00 utterances.], tot_loss[loss=0.2039, over 1465678.82 frames. utt_duration=1238 frames, utt_pad_proportion=0.06517, over 4741.41 utterances.], batch size: 17, lr: 1.92e-03 2022-11-22 20:51:05,884 INFO [train.py:818] (3/4) Epoch 2, batch 2100, loss[loss=0.1737, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006135, over 19.00 utterances.], tot_loss[loss=0.2046, over 1465395.31 frames. utt_duration=1248 frames, utt_pad_proportion=0.05983, over 4702.36 utterances.], batch size: 19, lr: 1.92e-03 2022-11-22 20:51:42,492 INFO [train.py:818] (3/4) Epoch 2, batch 2150, loss[loss=0.1722, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007321, over 21.00 utterances.], tot_loss[loss=0.2051, over 1465098.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06006, over 4745.47 utterances.], batch size: 21, lr: 1.91e-03 2022-11-22 20:52:19,020 INFO [train.py:818] (3/4) Epoch 2, batch 2200, loss[loss=0.1879, over 7460.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009782, over 17.00 utterances.], tot_loss[loss=0.2051, over 1465591.62 frames. utt_duration=1218 frames, utt_pad_proportion=0.06477, over 4820.17 utterances.], batch size: 17, lr: 1.91e-03 2022-11-22 20:52:53,863 INFO [train.py:818] (3/4) Epoch 2, batch 2250, loss[loss=0.1426, over 7476.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005317, over 21.00 utterances.], tot_loss[loss=0.2025, over 1466073.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06296, over 4766.55 utterances.], batch size: 21, lr: 1.91e-03 2022-11-22 20:53:31,108 INFO [train.py:818] (3/4) Epoch 2, batch 2300, loss[loss=0.1816, over 7195.00 frames. utt_duration=1310 frames, utt_pad_proportion=0.005591, over 22.00 utterances.], tot_loss[loss=0.2018, over 1465752.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.05239, over 4617.62 utterances.], batch size: 22, lr: 1.90e-03 2022-11-22 20:54:07,514 INFO [train.py:818] (3/4) Epoch 2, batch 2350, loss[loss=0.2488, over 7450.00 frames. utt_duration=427.1 frames, utt_pad_proportion=0.3188, over 70.00 utterances.], tot_loss[loss=0.1992, over 1465564.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.05524, over 4668.96 utterances.], batch size: 70, lr: 1.90e-03 2022-11-22 20:54:43,506 INFO [train.py:818] (3/4) Epoch 2, batch 2400, loss[loss=0.2593, over 7445.00 frames. utt_duration=446 frames, utt_pad_proportion=0.3052, over 67.00 utterances.], tot_loss[loss=0.1984, over 1463989.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05702, over 4655.62 utterances.], batch size: 67, lr: 1.90e-03 2022-11-22 20:55:20,019 INFO [train.py:818] (3/4) Epoch 2, batch 2450, loss[loss=0.1601, over 7297.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004632, over 21.00 utterances.], tot_loss[loss=0.1991, over 1463725.94 frames. utt_duration=1277 frames, utt_pad_proportion=0.05173, over 4589.45 utterances.], batch size: 21, lr: 1.89e-03 2022-11-22 20:55:55,388 INFO [train.py:818] (3/4) Epoch 2, batch 2500, loss[loss=0.1821, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007553, over 22.00 utterances.], tot_loss[loss=0.1985, over 1463366.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.05261, over 4584.76 utterances.], batch size: 22, lr: 1.89e-03 2022-11-22 20:56:31,838 INFO [train.py:818] (3/4) Epoch 2, batch 2550, loss[loss=0.1689, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00362, over 20.00 utterances.], tot_loss[loss=0.1959, over 1463557.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05351, over 4576.76 utterances.], batch size: 20, lr: 1.89e-03 2022-11-22 20:57:09,856 INFO [train.py:818] (3/4) Epoch 2, batch 2600, loss[loss=0.134, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005188, over 21.00 utterances.], tot_loss[loss=0.1949, over 1463751.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.05093, over 4584.62 utterances.], batch size: 21, lr: 1.88e-03 2022-11-22 20:57:46,192 INFO [train.py:818] (3/4) Epoch 2, batch 2650, loss[loss=0.1678, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.02633, over 16.00 utterances.], tot_loss[loss=0.1966, over 1463799.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.04989, over 4558.34 utterances.], batch size: 16, lr: 1.88e-03 2022-11-22 20:58:22,978 INFO [train.py:818] (3/4) Epoch 2, batch 2700, loss[loss=0.098, over 7477.00 frames. utt_duration=1575 frames, utt_pad_proportion=0.007954, over 19.00 utterances.], tot_loss[loss=0.1977, over 1464187.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.04708, over 4558.79 utterances.], batch size: 19, lr: 1.87e-03 2022-11-22 20:59:00,348 INFO [train.py:818] (3/4) Epoch 2, batch 2750, loss[loss=0.1457, over 7310.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008839, over 17.00 utterances.], tot_loss[loss=0.1969, over 1463725.36 frames. utt_duration=1303 frames, utt_pad_proportion=0.04456, over 4498.72 utterances.], batch size: 17, lr: 1.87e-03 2022-11-22 20:59:35,530 INFO [train.py:818] (3/4) Epoch 2, batch 2800, loss[loss=0.1456, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005147, over 19.00 utterances.], tot_loss[loss=0.1946, over 1463266.55 frames. utt_duration=1320 frames, utt_pad_proportion=0.04045, over 4440.42 utterances.], batch size: 19, lr: 1.87e-03 2022-11-22 21:00:11,861 INFO [train.py:818] (3/4) Epoch 2, batch 2850, loss[loss=0.1968, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005586, over 20.00 utterances.], tot_loss[loss=0.1919, over 1462988.56 frames. utt_duration=1304 frames, utt_pad_proportion=0.04383, over 4492.41 utterances.], batch size: 20, lr: 1.86e-03 2022-11-22 21:00:48,990 INFO [train.py:818] (3/4) Epoch 2, batch 2900, loss[loss=0.1805, over 7174.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007604, over 17.00 utterances.], tot_loss[loss=0.1927, over 1464086.74 frames. utt_duration=1321 frames, utt_pad_proportion=0.03745, over 4437.83 utterances.], batch size: 17, lr: 1.86e-03 2022-11-22 21:01:24,932 INFO [train.py:818] (3/4) Epoch 2, batch 2950, loss[loss=0.2006, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005408, over 20.00 utterances.], tot_loss[loss=0.1955, over 1465722.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05204, over 4636.52 utterances.], batch size: 20, lr: 1.86e-03 2022-11-22 21:01:59,955 INFO [train.py:818] (3/4) Epoch 2, batch 3000, loss[loss=0.2604, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007848, over 22.00 utterances.], tot_loss[loss=0.1941, over 1465350.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.04924, over 4583.46 utterances.], batch size: 22, lr: 1.85e-03 2022-11-22 21:01:59,956 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 21:02:20,094 INFO [train.py:847] (3/4) Epoch 2, validation: loss=0.1251, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 21:02:57,123 INFO [train.py:818] (3/4) Epoch 2, batch 3050, loss[loss=0.1738, over 7326.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03129, over 27.00 utterances.], tot_loss[loss=0.1961, over 1465358.99 frames. utt_duration=1238 frames, utt_pad_proportion=0.06275, over 4740.83 utterances.], batch size: 27, lr: 1.85e-03 2022-11-22 21:03:33,771 INFO [train.py:818] (3/4) Epoch 2, batch 3100, loss[loss=0.2286, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00524, over 19.00 utterances.], tot_loss[loss=0.1947, over 1465580.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06822, over 4787.71 utterances.], batch size: 19, lr: 1.85e-03 2022-11-22 21:04:10,027 INFO [train.py:818] (3/4) Epoch 2, batch 3150, loss[loss=0.2015, over 7295.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.004703, over 18.00 utterances.], tot_loss[loss=0.1922, over 1465008.17 frames. utt_duration=1259 frames, utt_pad_proportion=0.06062, over 4659.96 utterances.], batch size: 18, lr: 1.84e-03 2022-11-22 21:04:45,890 INFO [train.py:818] (3/4) Epoch 2, batch 3200, loss[loss=0.2249, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004985, over 21.00 utterances.], tot_loss[loss=0.1918, over 1465382.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05531, over 4647.06 utterances.], batch size: 21, lr: 1.84e-03 2022-11-22 21:05:23,488 INFO [train.py:818] (3/4) Epoch 2, batch 3250, loss[loss=0.2533, over 7245.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.06528, over 30.00 utterances.], tot_loss[loss=0.1915, over 1465057.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06087, over 4714.71 utterances.], batch size: 30, lr: 1.84e-03 2022-11-22 21:05:59,082 INFO [train.py:818] (3/4) Epoch 2, batch 3300, loss[loss=0.1729, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008788, over 23.00 utterances.], tot_loss[loss=0.1909, over 1463615.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06371, over 4737.37 utterances.], batch size: 23, lr: 1.84e-03 2022-11-22 21:06:35,355 INFO [train.py:818] (3/4) Epoch 2, batch 3350, loss[loss=0.1345, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008576, over 18.00 utterances.], tot_loss[loss=0.1903, over 1464050.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.0629, over 4738.17 utterances.], batch size: 18, lr: 1.83e-03 2022-11-22 21:07:12,026 INFO [train.py:818] (3/4) Epoch 2, batch 3400, loss[loss=0.2211, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007194, over 18.00 utterances.], tot_loss[loss=0.1903, over 1465253.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05706, over 4693.13 utterances.], batch size: 18, lr: 1.83e-03 2022-11-22 21:07:49,264 INFO [train.py:818] (3/4) Epoch 2, batch 3450, loss[loss=0.1143, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008302, over 17.00 utterances.], tot_loss[loss=0.1897, over 1465538.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.0541, over 4650.15 utterances.], batch size: 17, lr: 1.83e-03 2022-11-22 21:08:25,743 INFO [train.py:818] (3/4) Epoch 2, batch 3500, loss[loss=0.1488, over 7472.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008616, over 17.00 utterances.], tot_loss[loss=0.1896, over 1466368.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05051, over 4623.19 utterances.], batch size: 17, lr: 1.82e-03 2022-11-22 21:09:02,267 INFO [train.py:818] (3/4) Epoch 2, batch 3550, loss[loss=0.2217, over 7231.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01524, over 24.00 utterances.], tot_loss[loss=0.1884, over 1465814.32 frames. utt_duration=1289 frames, utt_pad_proportion=0.04672, over 4553.08 utterances.], batch size: 24, lr: 1.82e-03 2022-11-22 21:09:38,665 INFO [train.py:818] (3/4) Epoch 2, batch 3600, loss[loss=0.1686, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005673, over 19.00 utterances.], tot_loss[loss=0.1891, over 1465284.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.0477, over 4543.52 utterances.], batch size: 19, lr: 1.82e-03 2022-11-22 21:10:14,793 INFO [train.py:818] (3/4) Epoch 2, batch 3650, loss[loss=0.1697, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005722, over 21.00 utterances.], tot_loss[loss=0.1875, over 1465101.27 frames. utt_duration=1289 frames, utt_pad_proportion=0.05022, over 4551.69 utterances.], batch size: 21, lr: 1.81e-03 2022-11-22 21:10:51,957 INFO [train.py:818] (3/4) Epoch 2, batch 3700, loss[loss=0.1374, over 7200.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005931, over 20.00 utterances.], tot_loss[loss=0.1873, over 1464903.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05412, over 4638.46 utterances.], batch size: 20, lr: 1.81e-03 2022-11-22 21:11:27,862 INFO [train.py:818] (3/4) Epoch 2, batch 3750, loss[loss=0.1764, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007842, over 22.00 utterances.], tot_loss[loss=0.1866, over 1464964.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05352, over 4619.50 utterances.], batch size: 22, lr: 1.81e-03 2022-11-22 21:12:04,407 INFO [train.py:818] (3/4) Epoch 2, batch 3800, loss[loss=0.1785, over 7293.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005552, over 21.00 utterances.], tot_loss[loss=0.1852, over 1465508.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05448, over 4622.94 utterances.], batch size: 21, lr: 1.80e-03 2022-11-22 21:12:41,044 INFO [train.py:818] (3/4) Epoch 2, batch 3850, loss[loss=0.1968, over 7180.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.1872, over 1465704.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.0508, over 4585.19 utterances.], batch size: 21, lr: 1.80e-03 2022-11-22 21:13:16,340 INFO [train.py:818] (3/4) Epoch 2, batch 3900, loss[loss=0.2675, over 7476.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01315, over 24.00 utterances.], tot_loss[loss=0.188, over 1466106.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.05128, over 4593.96 utterances.], batch size: 24, lr: 1.80e-03 2022-11-22 21:13:52,461 INFO [train.py:818] (3/4) Epoch 2, batch 3950, loss[loss=0.1801, over 7313.00 frames. utt_duration=771.3 frames, utt_pad_proportion=0.1175, over 38.00 utterances.], tot_loss[loss=0.1895, over 1465672.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.04609, over 4545.24 utterances.], batch size: 38, lr: 1.79e-03 2022-11-22 21:14:28,595 INFO [train.py:818] (3/4) Epoch 2, batch 4000, loss[loss=0.1521, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009702, over 17.00 utterances.], tot_loss[loss=0.1885, over 1465176.12 frames. utt_duration=1288 frames, utt_pad_proportion=0.04561, over 4555.88 utterances.], batch size: 17, lr: 1.79e-03 2022-11-22 21:15:04,037 INFO [train.py:818] (3/4) Epoch 2, batch 4050, loss[loss=0.6614, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 20.00 utterances.], tot_loss[loss=0.1917, over 1465188.15 frames. utt_duration=1317 frames, utt_pad_proportion=0.03937, over 4454.07 utterances.], batch size: 20, lr: 1.79e-03 2022-11-22 21:15:42,094 INFO [train.py:818] (3/4) Epoch 2, batch 4100, loss[loss=0.2682, over 7465.00 frames. utt_duration=428 frames, utt_pad_proportion=0.3333, over 70.00 utterances.], tot_loss[loss=0.1947, over 1465550.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.05248, over 4583.89 utterances.], batch size: 70, lr: 1.79e-03 2022-11-22 21:16:18,924 INFO [train.py:818] (3/4) Epoch 2, batch 4150, loss[loss=0.1708, over 7465.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008427, over 17.00 utterances.], tot_loss[loss=0.1985, over 1466762.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05734, over 4686.30 utterances.], batch size: 17, lr: 1.78e-03 2022-11-22 21:16:54,424 INFO [train.py:818] (3/4) Epoch 2, batch 4200, loss[loss=0.2259, over 7380.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006422, over 20.00 utterances.], tot_loss[loss=0.2, over 1464829.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.05747, over 4680.27 utterances.], batch size: 20, lr: 1.78e-03 2022-11-22 21:17:31,276 INFO [train.py:818] (3/4) Epoch 2, batch 4250, loss[loss=0.2166, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 21.00 utterances.], tot_loss[loss=0.2033, over 1465826.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06058, over 4735.13 utterances.], batch size: 21, lr: 1.78e-03 2022-11-22 21:18:08,590 INFO [train.py:818] (3/4) Epoch 2, batch 4300, loss[loss=0.1785, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006153, over 20.00 utterances.], tot_loss[loss=0.2091, over 1465251.21 frames. utt_duration=1229 frames, utt_pad_proportion=0.06421, over 4773.26 utterances.], batch size: 20, lr: 1.77e-03 2022-11-22 21:18:44,566 INFO [train.py:818] (3/4) Epoch 2, batch 4350, loss[loss=0.2524, over 7443.00 frames. utt_duration=765.2 frames, utt_pad_proportion=0.1295, over 39.00 utterances.], tot_loss[loss=0.2137, over 1465261.50 frames. utt_duration=1227 frames, utt_pad_proportion=0.06125, over 4783.92 utterances.], batch size: 39, lr: 1.77e-03 2022-11-22 21:19:20,696 INFO [train.py:818] (3/4) Epoch 2, batch 4400, loss[loss=0.2326, over 7492.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004778, over 20.00 utterances.], tot_loss[loss=0.2179, over 1466012.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.05484, over 4705.22 utterances.], batch size: 20, lr: 1.77e-03 2022-11-22 21:19:57,520 INFO [train.py:818] (3/4) Epoch 2, batch 4450, loss[loss=0.1773, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008898, over 22.00 utterances.], tot_loss[loss=0.2224, over 1466218.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.05416, over 4741.16 utterances.], batch size: 22, lr: 1.76e-03 2022-11-22 21:20:33,443 INFO [train.py:818] (3/4) Epoch 2, batch 4500, loss[loss=0.2453, over 7287.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005757, over 21.00 utterances.], tot_loss[loss=0.2266, over 1466669.93 frames. utt_duration=1209 frames, utt_pad_proportion=0.06625, over 4856.65 utterances.], batch size: 21, lr: 1.76e-03 2022-11-22 21:21:12,492 INFO [train.py:818] (3/4) Epoch 2, batch 4550, loss[loss=0.1952, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006, over 20.00 utterances.], tot_loss[loss=0.2289, over 1467410.08 frames. utt_duration=1210 frames, utt_pad_proportion=0.07138, over 4858.67 utterances.], batch size: 20, lr: 1.76e-03 2022-11-22 21:21:49,181 INFO [train.py:818] (3/4) Epoch 2, batch 4600, loss[loss=0.2301, over 7311.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008471, over 17.00 utterances.], tot_loss[loss=0.2302, over 1466650.61 frames. utt_duration=1241 frames, utt_pad_proportion=0.06387, over 4733.95 utterances.], batch size: 17, lr: 1.76e-03 2022-11-22 21:22:27,306 INFO [train.py:818] (3/4) Epoch 2, batch 4650, loss[loss=0.23, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006289, over 21.00 utterances.], tot_loss[loss=0.2318, over 1466326.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.06322, over 4733.01 utterances.], batch size: 21, lr: 1.75e-03 2022-11-22 21:23:02,445 INFO [train.py:818] (3/4) Epoch 2, batch 4700, loss[loss=0.2151, over 7466.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008853, over 17.00 utterances.], tot_loss[loss=0.2333, over 1465838.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05392, over 4634.99 utterances.], batch size: 17, lr: 1.75e-03 2022-11-22 21:23:39,583 INFO [train.py:818] (3/4) Epoch 2, batch 4750, loss[loss=0.2636, over 7305.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.04917, over 16.00 utterances.], tot_loss[loss=0.2335, over 1465968.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05523, over 4624.47 utterances.], batch size: 16, lr: 1.75e-03 2022-11-22 21:24:15,935 INFO [train.py:818] (3/4) Epoch 2, batch 4800, loss[loss=0.228, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.2344, over 1466512.62 frames. utt_duration=1238 frames, utt_pad_proportion=0.06544, over 4745.47 utterances.], batch size: 22, lr: 1.74e-03 2022-11-22 21:24:51,788 INFO [train.py:818] (3/4) Epoch 2, batch 4850, loss[loss=0.2598, over 7256.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03534, over 27.00 utterances.], tot_loss[loss=0.2325, over 1465037.85 frames. utt_duration=1273 frames, utt_pad_proportion=0.05556, over 4610.23 utterances.], batch size: 27, lr: 1.74e-03 2022-11-22 21:25:28,257 INFO [train.py:818] (3/4) Epoch 2, batch 4900, loss[loss=0.194, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008958, over 23.00 utterances.], tot_loss[loss=0.2331, over 1465163.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05561, over 4610.78 utterances.], batch size: 23, lr: 1.74e-03 2022-11-22 21:26:04,989 INFO [train.py:818] (3/4) Epoch 2, batch 4950, loss[loss=0.2394, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 20.00 utterances.], tot_loss[loss=0.2373, over 1464835.55 frames. utt_duration=1242 frames, utt_pad_proportion=0.06112, over 4723.07 utterances.], batch size: 20, lr: 1.74e-03 2022-11-22 21:26:41,389 INFO [train.py:818] (3/4) Epoch 2, batch 5000, loss[loss=0.2505, over 7309.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006246, over 22.00 utterances.], tot_loss[loss=0.2378, over 1464330.41 frames. utt_duration=1199 frames, utt_pad_proportion=0.07295, over 4892.71 utterances.], batch size: 22, lr: 1.73e-03 2022-11-22 21:27:18,115 INFO [train.py:818] (3/4) Epoch 2, batch 5050, loss[loss=0.2817, over 7389.00 frames. utt_duration=380.5 frames, utt_pad_proportion=0.4046, over 78.00 utterances.], tot_loss[loss=0.2403, over 1465184.31 frames. utt_duration=1202 frames, utt_pad_proportion=0.07122, over 4882.59 utterances.], batch size: 78, lr: 1.73e-03 2022-11-22 21:27:54,620 INFO [train.py:818] (3/4) Epoch 2, batch 5100, loss[loss=0.2593, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006484, over 22.00 utterances.], tot_loss[loss=0.2379, over 1465535.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.06173, over 4740.64 utterances.], batch size: 22, lr: 1.73e-03 2022-11-22 21:28:30,809 INFO [train.py:818] (3/4) Epoch 2, batch 5150, loss[loss=0.1791, over 7259.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03925, over 27.00 utterances.], tot_loss[loss=0.2372, over 1465232.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06605, over 4789.14 utterances.], batch size: 27, lr: 1.73e-03 2022-11-22 21:29:06,352 INFO [train.py:818] (3/4) Epoch 2, batch 5200, loss[loss=0.2816, over 7416.00 frames. utt_duration=762.6 frames, utt_pad_proportion=0.1245, over 39.00 utterances.], tot_loss[loss=0.2382, over 1466090.40 frames. utt_duration=1225 frames, utt_pad_proportion=0.06521, over 4793.53 utterances.], batch size: 39, lr: 1.72e-03 2022-11-22 21:29:44,542 INFO [train.py:818] (3/4) Epoch 2, batch 5250, loss[loss=0.2806, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.2379, over 1466175.12 frames. utt_duration=1234 frames, utt_pad_proportion=0.0645, over 4757.40 utterances.], batch size: 17, lr: 1.72e-03 2022-11-22 21:30:22,525 INFO [train.py:818] (3/4) Epoch 2, batch 5300, loss[loss=0.2161, over 7214.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004103, over 20.00 utterances.], tot_loss[loss=0.2359, over 1465270.11 frames. utt_duration=1245 frames, utt_pad_proportion=0.05862, over 4712.83 utterances.], batch size: 20, lr: 1.72e-03 2022-11-22 21:31:01,822 INFO [train.py:818] (3/4) Epoch 2, batch 5350, loss[loss=0.2815, over 7444.00 frames. utt_duration=764.9 frames, utt_pad_proportion=0.1318, over 39.00 utterances.], tot_loss[loss=0.2363, over 1464457.93 frames. utt_duration=1202 frames, utt_pad_proportion=0.07278, over 4878.24 utterances.], batch size: 39, lr: 1.71e-03 2022-11-22 21:31:39,265 INFO [train.py:818] (3/4) Epoch 2, batch 5400, loss[loss=0.2721, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00515, over 20.00 utterances.], tot_loss[loss=0.2363, over 1464569.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.06979, over 4823.28 utterances.], batch size: 20, lr: 1.71e-03 2022-11-22 21:32:16,658 INFO [train.py:818] (3/4) Epoch 2, batch 5450, loss[loss=0.2698, over 7378.00 frames. utt_duration=417.1 frames, utt_pad_proportion=0.3452, over 71.00 utterances.], tot_loss[loss=0.2378, over 1464881.35 frames. utt_duration=1183 frames, utt_pad_proportion=0.07948, over 4959.69 utterances.], batch size: 71, lr: 1.71e-03 2022-11-22 21:32:54,992 INFO [train.py:818] (3/4) Epoch 2, batch 5500, loss[loss=0.2627, over 7472.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005948, over 21.00 utterances.], tot_loss[loss=0.2362, over 1464695.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.0715, over 4846.11 utterances.], batch size: 21, lr: 1.71e-03 2022-11-22 21:33:31,127 INFO [train.py:818] (3/4) Epoch 2, batch 5550, loss[loss=0.1954, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005441, over 20.00 utterances.], tot_loss[loss=0.2352, over 1464874.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.07071, over 4840.18 utterances.], batch size: 20, lr: 1.70e-03 2022-11-22 21:34:07,520 INFO [train.py:818] (3/4) Epoch 2, batch 5600, loss[loss=0.2476, over 7246.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03235, over 16.00 utterances.], tot_loss[loss=0.2352, over 1464909.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06771, over 4786.02 utterances.], batch size: 16, lr: 1.70e-03 2022-11-22 21:34:45,658 INFO [train.py:818] (3/4) Epoch 2, batch 5650, loss[loss=0.235, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008704, over 17.00 utterances.], tot_loss[loss=0.233, over 1464333.44 frames. utt_duration=1230 frames, utt_pad_proportion=0.06511, over 4767.71 utterances.], batch size: 17, lr: 1.70e-03 2022-11-22 21:35:22,312 INFO [train.py:818] (3/4) Epoch 2, batch 5700, loss[loss=0.1646, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005893, over 18.00 utterances.], tot_loss[loss=0.234, over 1464478.14 frames. utt_duration=1210 frames, utt_pad_proportion=0.07266, over 4847.81 utterances.], batch size: 18, lr: 1.70e-03 2022-11-22 21:35:59,034 INFO [train.py:818] (3/4) Epoch 2, batch 5750, loss[loss=0.2783, over 7272.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03869, over 27.00 utterances.], tot_loss[loss=0.2335, over 1465541.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.06895, over 4825.84 utterances.], batch size: 27, lr: 1.69e-03 2022-11-22 21:36:35,513 INFO [train.py:818] (3/4) Epoch 2, batch 5800, loss[loss=0.1507, over 7288.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01192, over 17.00 utterances.], tot_loss[loss=0.2327, over 1465875.75 frames. utt_duration=1251 frames, utt_pad_proportion=0.05868, over 4693.57 utterances.], batch size: 17, lr: 1.69e-03 2022-11-22 21:37:13,105 INFO [train.py:818] (3/4) Epoch 2, batch 5850, loss[loss=0.153, over 7445.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01078, over 17.00 utterances.], tot_loss[loss=0.2344, over 1466679.82 frames. utt_duration=1210 frames, utt_pad_proportion=0.07266, over 4854.10 utterances.], batch size: 17, lr: 1.69e-03 2022-11-22 21:37:50,237 INFO [train.py:818] (3/4) Epoch 2, batch 5900, loss[loss=0.2458, over 7374.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02548, over 27.00 utterances.], tot_loss[loss=0.2321, over 1466046.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.07, over 4809.05 utterances.], batch size: 27, lr: 1.69e-03 2022-11-22 21:38:26,951 INFO [train.py:818] (3/4) Epoch 2, batch 5950, loss[loss=0.2445, over 7332.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.1331, over 39.00 utterances.], tot_loss[loss=0.2306, over 1465743.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.06833, over 4833.42 utterances.], batch size: 39, lr: 1.68e-03 2022-11-22 21:39:03,464 INFO [train.py:818] (3/4) Epoch 2, batch 6000, loss[loss=0.1794, over 7493.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004645, over 20.00 utterances.], tot_loss[loss=0.2293, over 1465520.88 frames. utt_duration=1224 frames, utt_pad_proportion=0.06478, over 4796.65 utterances.], batch size: 20, lr: 1.68e-03 2022-11-22 21:39:03,465 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 21:39:23,605 INFO [train.py:847] (3/4) Epoch 2, validation: loss=0.1032, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 21:40:00,860 INFO [train.py:818] (3/4) Epoch 2, batch 6050, loss[loss=0.2328, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01783, over 24.00 utterances.], tot_loss[loss=0.2281, over 1464944.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.06776, over 4816.21 utterances.], batch size: 24, lr: 1.68e-03 2022-11-22 21:40:36,584 INFO [train.py:818] (3/4) Epoch 2, batch 6100, loss[loss=0.1945, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006399, over 20.00 utterances.], tot_loss[loss=0.2285, over 1465368.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06069, over 4727.04 utterances.], batch size: 20, lr: 1.68e-03 2022-11-22 21:41:14,770 INFO [train.py:818] (3/4) Epoch 2, batch 6150, loss[loss=0.2347, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007593, over 22.00 utterances.], tot_loss[loss=0.2288, over 1466504.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.06323, over 4756.64 utterances.], batch size: 22, lr: 1.67e-03 2022-11-22 21:41:51,596 INFO [train.py:818] (3/4) Epoch 2, batch 6200, loss[loss=0.2496, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01383, over 24.00 utterances.], tot_loss[loss=0.2301, over 1467427.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.0674, over 4789.99 utterances.], batch size: 24, lr: 1.67e-03 2022-11-22 21:42:27,802 INFO [train.py:818] (3/4) Epoch 2, batch 6250, loss[loss=0.1977, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.2295, over 1465996.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06829, over 4786.92 utterances.], batch size: 20, lr: 1.67e-03 2022-11-22 21:43:04,688 INFO [train.py:818] (3/4) Epoch 2, batch 6300, loss[loss=0.2809, over 7203.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.008936, over 23.00 utterances.], tot_loss[loss=0.2305, over 1465040.65 frames. utt_duration=1203 frames, utt_pad_proportion=0.07508, over 4875.83 utterances.], batch size: 23, lr: 1.67e-03 2022-11-22 21:43:41,731 INFO [train.py:818] (3/4) Epoch 2, batch 6350, loss[loss=0.1714, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005151, over 21.00 utterances.], tot_loss[loss=0.2327, over 1466350.53 frames. utt_duration=1198 frames, utt_pad_proportion=0.07423, over 4900.81 utterances.], batch size: 21, lr: 1.66e-03 2022-11-22 21:44:18,203 INFO [train.py:818] (3/4) Epoch 2, batch 6400, loss[loss=0.1738, over 7241.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.0242, over 16.00 utterances.], tot_loss[loss=0.2293, over 1465838.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06296, over 4741.53 utterances.], batch size: 16, lr: 1.66e-03 2022-11-22 21:44:56,233 INFO [train.py:818] (3/4) Epoch 2, batch 6450, loss[loss=0.2284, over 7444.00 frames. utt_duration=764.9 frames, utt_pad_proportion=0.1268, over 39.00 utterances.], tot_loss[loss=0.2312, over 1465679.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06024, over 4764.68 utterances.], batch size: 39, lr: 1.66e-03 2022-11-22 21:45:32,063 INFO [train.py:818] (3/4) Epoch 2, batch 6500, loss[loss=0.2497, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006109, over 19.00 utterances.], tot_loss[loss=0.2294, over 1464733.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.05978, over 4725.57 utterances.], batch size: 19, lr: 1.66e-03 2022-11-22 21:46:10,462 INFO [train.py:818] (3/4) Epoch 2, batch 6550, loss[loss=0.1735, over 7445.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007527, over 18.00 utterances.], tot_loss[loss=0.2289, over 1464311.21 frames. utt_duration=1238 frames, utt_pad_proportion=0.06091, over 4738.65 utterances.], batch size: 18, lr: 1.65e-03 2022-11-22 21:46:46,559 INFO [train.py:818] (3/4) Epoch 2, batch 6600, loss[loss=0.1694, over 7113.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.003883, over 18.00 utterances.], tot_loss[loss=0.2256, over 1465072.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06455, over 4763.42 utterances.], batch size: 18, lr: 1.65e-03 2022-11-22 21:47:24,255 INFO [train.py:818] (3/4) Epoch 2, batch 6650, loss[loss=0.2292, over 7453.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01677, over 24.00 utterances.], tot_loss[loss=0.2262, over 1465034.87 frames. utt_duration=1219 frames, utt_pad_proportion=0.07081, over 4814.62 utterances.], batch size: 24, lr: 1.65e-03 2022-11-22 21:48:00,492 INFO [train.py:818] (3/4) Epoch 2, batch 6700, loss[loss=0.246, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 21.00 utterances.], tot_loss[loss=0.2279, over 1464985.44 frames. utt_duration=1210 frames, utt_pad_proportion=0.071, over 4849.09 utterances.], batch size: 21, lr: 1.65e-03 2022-11-22 21:48:37,395 INFO [train.py:818] (3/4) Epoch 2, batch 6750, loss[loss=0.2714, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005892, over 20.00 utterances.], tot_loss[loss=0.2281, over 1465561.97 frames. utt_duration=1217 frames, utt_pad_proportion=0.06903, over 4823.03 utterances.], batch size: 20, lr: 1.64e-03 2022-11-22 21:49:13,408 INFO [train.py:818] (3/4) Epoch 2, batch 6800, loss[loss=0.1674, over 7227.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03499, over 16.00 utterances.], tot_loss[loss=0.226, over 1465784.16 frames. utt_duration=1233 frames, utt_pad_proportion=0.06725, over 4762.12 utterances.], batch size: 16, lr: 1.64e-03 2022-11-22 21:49:51,291 INFO [train.py:818] (3/4) Epoch 2, batch 6850, loss[loss=0.2178, over 7151.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01085, over 17.00 utterances.], tot_loss[loss=0.2261, over 1464873.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.06541, over 4721.65 utterances.], batch size: 17, lr: 1.64e-03 2022-11-22 21:50:28,094 INFO [train.py:818] (3/4) Epoch 2, batch 6900, loss[loss=0.229, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03246, over 27.00 utterances.], tot_loss[loss=0.2266, over 1466433.68 frames. utt_duration=1212 frames, utt_pad_proportion=0.07333, over 4847.10 utterances.], batch size: 27, lr: 1.64e-03 2022-11-22 21:51:05,110 INFO [train.py:818] (3/4) Epoch 2, batch 6950, loss[loss=0.2308, over 7419.00 frames. utt_duration=958.7 frames, utt_pad_proportion=0.07012, over 31.00 utterances.], tot_loss[loss=0.2255, over 1466506.21 frames. utt_duration=1200 frames, utt_pad_proportion=0.07732, over 4895.35 utterances.], batch size: 31, lr: 1.63e-03 2022-11-22 21:51:41,733 INFO [train.py:818] (3/4) Epoch 2, batch 7000, loss[loss=0.2185, over 7486.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01141, over 24.00 utterances.], tot_loss[loss=0.2242, over 1466232.83 frames. utt_duration=1221 frames, utt_pad_proportion=0.06858, over 4809.26 utterances.], batch size: 24, lr: 1.63e-03 2022-11-22 21:52:18,957 INFO [train.py:818] (3/4) Epoch 2, batch 7050, loss[loss=0.1871, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.2268, over 1466050.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.06697, over 4824.21 utterances.], batch size: 21, lr: 1.63e-03 2022-11-22 21:52:54,893 INFO [train.py:818] (3/4) Epoch 2, batch 7100, loss[loss=0.2113, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00525, over 21.00 utterances.], tot_loss[loss=0.2253, over 1466204.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.05926, over 4717.52 utterances.], batch size: 21, lr: 1.63e-03 2022-11-22 21:53:41,713 INFO [train.py:818] (3/4) Epoch 2, batch 7150, loss[loss=0.246, over 7364.00 frames. utt_duration=776.6 frames, utt_pad_proportion=0.1186, over 38.00 utterances.], tot_loss[loss=0.2255, over 1466788.05 frames. utt_duration=1243 frames, utt_pad_proportion=0.0581, over 4725.60 utterances.], batch size: 38, lr: 1.63e-03 2022-11-22 21:54:19,031 INFO [train.py:818] (3/4) Epoch 2, batch 7200, loss[loss=0.2451, over 7443.00 frames. utt_duration=764.7 frames, utt_pad_proportion=0.131, over 39.00 utterances.], tot_loss[loss=0.224, over 1466071.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.0602, over 4741.63 utterances.], batch size: 39, lr: 1.62e-03 2022-11-22 21:54:57,314 INFO [train.py:818] (3/4) Epoch 2, batch 7250, loss[loss=0.2776, over 7367.00 frames. utt_duration=737.9 frames, utt_pad_proportion=0.148, over 40.00 utterances.], tot_loss[loss=0.2248, over 1465759.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06176, over 4804.94 utterances.], batch size: 40, lr: 1.62e-03 2022-11-22 21:55:34,957 INFO [train.py:818] (3/4) Epoch 2, batch 7300, loss[loss=0.2772, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00559, over 21.00 utterances.], tot_loss[loss=0.2256, over 1465722.27 frames. utt_duration=1216 frames, utt_pad_proportion=0.06395, over 4827.05 utterances.], batch size: 21, lr: 1.62e-03 2022-11-22 21:56:12,546 INFO [train.py:818] (3/4) Epoch 2, batch 7350, loss[loss=0.2231, over 7313.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.1469, over 39.00 utterances.], tot_loss[loss=0.2268, over 1465173.97 frames. utt_duration=1195 frames, utt_pad_proportion=0.07094, over 4909.31 utterances.], batch size: 39, lr: 1.62e-03 2022-11-22 21:56:48,835 INFO [train.py:818] (3/4) Epoch 2, batch 7400, loss[loss=0.2244, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005206, over 19.00 utterances.], tot_loss[loss=0.2261, over 1464896.75 frames. utt_duration=1190 frames, utt_pad_proportion=0.0737, over 4929.44 utterances.], batch size: 19, lr: 1.61e-03 2022-11-22 21:57:26,909 INFO [train.py:818] (3/4) Epoch 2, batch 7450, loss[loss=0.242, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00538, over 19.00 utterances.], tot_loss[loss=0.222, over 1465132.31 frames. utt_duration=1216 frames, utt_pad_proportion=0.06992, over 4825.10 utterances.], batch size: 19, lr: 1.61e-03 2022-11-22 21:58:04,162 INFO [train.py:818] (3/4) Epoch 2, batch 7500, loss[loss=0.2074, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006001, over 19.00 utterances.], tot_loss[loss=0.2224, over 1464431.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.0699, over 4819.14 utterances.], batch size: 19, lr: 1.61e-03 2022-11-22 21:58:41,943 INFO [train.py:818] (3/4) Epoch 2, batch 7550, loss[loss=0.197, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005314, over 19.00 utterances.], tot_loss[loss=0.2215, over 1463872.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06527, over 4770.93 utterances.], batch size: 19, lr: 1.61e-03 2022-11-22 21:59:18,653 INFO [train.py:818] (3/4) Epoch 2, batch 7600, loss[loss=0.2341, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02625, over 26.00 utterances.], tot_loss[loss=0.2216, over 1464323.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06493, over 4763.71 utterances.], batch size: 26, lr: 1.60e-03 2022-11-22 21:59:56,869 INFO [train.py:818] (3/4) Epoch 2, batch 7650, loss[loss=0.3325, over 7461.00 frames. utt_duration=394.4 frames, utt_pad_proportion=0.3828, over 76.00 utterances.], tot_loss[loss=0.2263, over 1465281.98 frames. utt_duration=1176 frames, utt_pad_proportion=0.08149, over 4989.16 utterances.], batch size: 76, lr: 1.60e-03 2022-11-22 22:00:33,218 INFO [train.py:818] (3/4) Epoch 2, batch 7700, loss[loss=0.1992, over 7472.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.06629, over 31.00 utterances.], tot_loss[loss=0.2247, over 1466851.90 frames. utt_duration=1154 frames, utt_pad_proportion=0.08711, over 5091.66 utterances.], batch size: 31, lr: 1.60e-03 2022-11-22 22:01:10,022 INFO [train.py:818] (3/4) Epoch 2, batch 7750, loss[loss=0.2039, over 7481.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006633, over 19.00 utterances.], tot_loss[loss=0.2229, over 1466492.71 frames. utt_duration=1169 frames, utt_pad_proportion=0.0809, over 5025.94 utterances.], batch size: 19, lr: 1.60e-03 2022-11-22 22:01:47,778 INFO [train.py:818] (3/4) Epoch 2, batch 7800, loss[loss=0.1991, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005418, over 19.00 utterances.], tot_loss[loss=0.2192, over 1465370.26 frames. utt_duration=1219 frames, utt_pad_proportion=0.06791, over 4813.67 utterances.], batch size: 19, lr: 1.60e-03 2022-11-22 22:02:25,185 INFO [train.py:818] (3/4) Epoch 2, batch 7850, loss[loss=0.1671, over 7388.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005414, over 21.00 utterances.], tot_loss[loss=0.2177, over 1466143.17 frames. utt_duration=1236 frames, utt_pad_proportion=0.06167, over 4750.55 utterances.], batch size: 21, lr: 1.59e-03 2022-11-22 22:03:02,241 INFO [train.py:818] (3/4) Epoch 2, batch 7900, loss[loss=0.177, over 7483.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.0106, over 23.00 utterances.], tot_loss[loss=0.2187, over 1466073.53 frames. utt_duration=1233 frames, utt_pad_proportion=0.06336, over 4760.72 utterances.], batch size: 23, lr: 1.59e-03 2022-11-22 22:03:39,791 INFO [train.py:818] (3/4) Epoch 2, batch 7950, loss[loss=0.173, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009581, over 18.00 utterances.], tot_loss[loss=0.2186, over 1465334.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.06341, over 4724.99 utterances.], batch size: 18, lr: 1.59e-03 2022-11-22 22:04:15,996 INFO [train.py:818] (3/4) Epoch 2, batch 8000, loss[loss=0.1881, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01551, over 24.00 utterances.], tot_loss[loss=0.218, over 1465033.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05866, over 4665.48 utterances.], batch size: 24, lr: 1.59e-03 2022-11-22 22:04:54,049 INFO [train.py:818] (3/4) Epoch 2, batch 8050, loss[loss=0.2572, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008419, over 22.00 utterances.], tot_loss[loss=0.2184, over 1465167.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.06895, over 4825.11 utterances.], batch size: 22, lr: 1.59e-03 2022-11-22 22:05:31,235 INFO [train.py:818] (3/4) Epoch 2, batch 8100, loss[loss=0.2019, over 7426.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.006116, over 22.00 utterances.], tot_loss[loss=0.2201, over 1465152.87 frames. utt_duration=1196 frames, utt_pad_proportion=0.07474, over 4906.85 utterances.], batch size: 22, lr: 1.58e-03 2022-11-22 22:06:09,330 INFO [train.py:818] (3/4) Epoch 2, batch 8150, loss[loss=0.2808, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01841, over 24.00 utterances.], tot_loss[loss=0.2209, over 1464557.45 frames. utt_duration=1193 frames, utt_pad_proportion=0.07466, over 4918.44 utterances.], batch size: 24, lr: 1.58e-03 2022-11-22 22:06:46,849 INFO [train.py:818] (3/4) Epoch 2, batch 8200, loss[loss=0.1673, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005213, over 21.00 utterances.], tot_loss[loss=0.222, over 1464244.86 frames. utt_duration=1193 frames, utt_pad_proportion=0.07509, over 4915.13 utterances.], batch size: 21, lr: 1.58e-03 2022-11-22 22:07:24,746 INFO [train.py:818] (3/4) Epoch 2, batch 8250, loss[loss=0.1899, over 7327.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006875, over 17.00 utterances.], tot_loss[loss=0.2209, over 1463643.16 frames. utt_duration=1216 frames, utt_pad_proportion=0.06803, over 4821.08 utterances.], batch size: 17, lr: 1.58e-03 2022-11-22 22:08:02,597 INFO [train.py:818] (3/4) Epoch 2, batch 8300, loss[loss=0.1414, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006056, over 19.00 utterances.], tot_loss[loss=0.2189, over 1463587.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05858, over 4713.30 utterances.], batch size: 19, lr: 1.57e-03 2022-11-22 22:08:38,844 INFO [train.py:818] (3/4) Epoch 2, batch 8350, loss[loss=0.2301, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008456, over 22.00 utterances.], tot_loss[loss=0.2194, over 1463641.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.05001, over 4624.54 utterances.], batch size: 22, lr: 1.57e-03 2022-11-22 22:09:15,531 INFO [train.py:818] (3/4) Epoch 2, batch 8400, loss[loss=0.214, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004674, over 20.00 utterances.], tot_loss[loss=0.2197, over 1463989.37 frames. utt_duration=1265 frames, utt_pad_proportion=0.04897, over 4635.88 utterances.], batch size: 20, lr: 1.57e-03 2022-11-22 22:09:53,435 INFO [train.py:818] (3/4) Epoch 2, batch 8450, loss[loss=0.2149, over 7146.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01055, over 17.00 utterances.], tot_loss[loss=0.2187, over 1464375.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.0551, over 4651.30 utterances.], batch size: 17, lr: 1.57e-03 2022-11-22 22:10:32,318 INFO [train.py:818] (3/4) Epoch 2, batch 8500, loss[loss=0.2142, over 7408.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007659, over 22.00 utterances.], tot_loss[loss=0.2205, over 1464423.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06267, over 4769.01 utterances.], batch size: 22, lr: 1.57e-03 2022-11-22 22:11:09,204 INFO [train.py:818] (3/4) Epoch 2, batch 8550, loss[loss=0.2211, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01314, over 24.00 utterances.], tot_loss[loss=0.2199, over 1464815.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06309, over 4775.42 utterances.], batch size: 24, lr: 1.56e-03 2022-11-22 22:11:46,492 INFO [train.py:818] (3/4) Epoch 2, batch 8600, loss[loss=0.2584, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006795, over 22.00 utterances.], tot_loss[loss=0.2188, over 1465741.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06304, over 4766.69 utterances.], batch size: 22, lr: 1.56e-03 2022-11-22 22:12:24,136 INFO [train.py:818] (3/4) Epoch 2, batch 8650, loss[loss=0.2276, over 7383.00 frames. utt_duration=758.7 frames, utt_pad_proportion=0.13, over 39.00 utterances.], tot_loss[loss=0.2188, over 1465651.52 frames. utt_duration=1217 frames, utt_pad_proportion=0.06741, over 4824.38 utterances.], batch size: 39, lr: 1.56e-03 2022-11-22 22:13:00,355 INFO [train.py:818] (3/4) Epoch 2, batch 8700, loss[loss=0.2656, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006989, over 20.00 utterances.], tot_loss[loss=0.22, over 1464672.60 frames. utt_duration=1192 frames, utt_pad_proportion=0.07708, over 4920.06 utterances.], batch size: 20, lr: 1.56e-03 2022-11-22 22:13:36,587 INFO [train.py:818] (3/4) Epoch 2, batch 8750, loss[loss=0.167, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.0066, over 19.00 utterances.], tot_loss[loss=0.2219, over 1465424.40 frames. utt_duration=1177 frames, utt_pad_proportion=0.08406, over 4988.41 utterances.], batch size: 19, lr: 1.56e-03 2022-11-22 22:14:11,773 INFO [train.py:818] (3/4) Epoch 2, batch 8800, loss[loss=0.1985, over 7310.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00645, over 22.00 utterances.], tot_loss[loss=0.2216, over 1465645.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.0755, over 4882.12 utterances.], batch size: 22, lr: 1.55e-03 2022-11-22 22:14:49,373 INFO [train.py:818] (3/4) Epoch 2, batch 8850, loss[loss=0.2238, over 7433.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008726, over 18.00 utterances.], tot_loss[loss=0.2226, over 1465943.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.07171, over 4846.04 utterances.], batch size: 18, lr: 1.55e-03 2022-11-22 22:16:11,578 INFO [train.py:818] (3/4) Epoch 3, batch 0, loss[loss=0.2109, over 7445.00 frames. utt_duration=962.2 frames, utt_pad_proportion=0.06854, over 31.00 utterances.], tot_loss[loss=0.2109, over 7445.00 frames. utt_duration=962.2 frames, utt_pad_proportion=0.06854, over 31.00 utterances.], batch size: 31, lr: 1.52e-03 2022-11-22 22:16:48,185 INFO [train.py:818] (3/4) Epoch 3, batch 50, loss[loss=0.1795, over 7489.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009119, over 23.00 utterances.], tot_loss[loss=0.1763, over 330986.63 frames. utt_duration=1313 frames, utt_pad_proportion=0.0401, over 1009.72 utterances.], batch size: 23, lr: 1.52e-03 2022-11-22 22:17:27,824 INFO [train.py:818] (3/4) Epoch 3, batch 100, loss[loss=0.2372, over 7206.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005377, over 19.00 utterances.], tot_loss[loss=0.1772, over 582046.74 frames. utt_duration=1295 frames, utt_pad_proportion=0.0413, over 1800.18 utterances.], batch size: 19, lr: 1.52e-03 2022-11-22 22:18:04,280 INFO [train.py:818] (3/4) Epoch 3, batch 150, loss[loss=0.2996, over 7436.00 frames. utt_duration=398.1 frames, utt_pad_proportion=0.375, over 75.00 utterances.], tot_loss[loss=0.1735, over 778322.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06474, over 2500.78 utterances.], batch size: 75, lr: 1.51e-03 2022-11-22 22:18:39,791 INFO [train.py:818] (3/4) Epoch 3, batch 200, loss[loss=0.1035, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006124, over 20.00 utterances.], tot_loss[loss=0.1709, over 931589.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.0596, over 2971.70 utterances.], batch size: 20, lr: 1.51e-03 2022-11-22 22:19:17,331 INFO [train.py:818] (3/4) Epoch 3, batch 250, loss[loss=0.1386, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006759, over 20.00 utterances.], tot_loss[loss=0.1705, over 1049707.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05761, over 3342.55 utterances.], batch size: 20, lr: 1.51e-03 2022-11-22 22:19:53,563 INFO [train.py:818] (3/4) Epoch 3, batch 300, loss[loss=0.1361, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01267, over 24.00 utterances.], tot_loss[loss=0.1696, over 1141435.91 frames. utt_duration=1284 frames, utt_pad_proportion=0.04755, over 3560.90 utterances.], batch size: 24, lr: 1.51e-03 2022-11-22 22:20:29,493 INFO [train.py:818] (3/4) Epoch 3, batch 350, loss[loss=0.1482, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006962, over 19.00 utterances.], tot_loss[loss=0.1709, over 1212879.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05077, over 3831.58 utterances.], batch size: 19, lr: 1.51e-03 2022-11-22 22:21:08,357 INFO [train.py:818] (3/4) Epoch 3, batch 400, loss[loss=0.1468, over 7293.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009533, over 17.00 utterances.], tot_loss[loss=0.1686, over 1268377.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05734, over 4032.13 utterances.], batch size: 17, lr: 1.50e-03 2022-11-22 22:21:45,296 INFO [train.py:818] (3/4) Epoch 3, batch 450, loss[loss=0.1523, over 7443.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008122, over 18.00 utterances.], tot_loss[loss=0.1694, over 1312759.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05715, over 4170.20 utterances.], batch size: 18, lr: 1.50e-03 2022-11-22 22:22:21,050 INFO [train.py:818] (3/4) Epoch 3, batch 500, loss[loss=0.1477, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 21.00 utterances.], tot_loss[loss=0.1677, over 1346311.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05413, over 4256.23 utterances.], batch size: 21, lr: 1.50e-03 2022-11-22 22:22:58,195 INFO [train.py:818] (3/4) Epoch 3, batch 550, loss[loss=0.1695, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007499, over 21.00 utterances.], tot_loss[loss=0.1686, over 1373118.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05495, over 4352.91 utterances.], batch size: 21, lr: 1.50e-03 2022-11-22 22:23:35,429 INFO [train.py:818] (3/4) Epoch 3, batch 600, loss[loss=0.1654, over 7206.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.008283, over 23.00 utterances.], tot_loss[loss=0.1699, over 1393200.84 frames. utt_duration=1271 frames, utt_pad_proportion=0.05304, over 4388.92 utterances.], batch size: 23, lr: 1.50e-03 2022-11-22 22:24:12,447 INFO [train.py:818] (3/4) Epoch 3, batch 650, loss[loss=0.1635, over 7288.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006809, over 19.00 utterances.], tot_loss[loss=0.1675, over 1409838.10 frames. utt_duration=1256 frames, utt_pad_proportion=0.05883, over 4496.23 utterances.], batch size: 19, lr: 1.49e-03 2022-11-22 22:24:50,380 INFO [train.py:818] (3/4) Epoch 3, batch 700, loss[loss=0.1371, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009208, over 22.00 utterances.], tot_loss[loss=0.1676, over 1422503.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05684, over 4530.20 utterances.], batch size: 22, lr: 1.49e-03 2022-11-22 22:25:26,737 INFO [train.py:818] (3/4) Epoch 3, batch 750, loss[loss=0.1422, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.1673, over 1431678.52 frames. utt_duration=1261 frames, utt_pad_proportion=0.05611, over 4545.95 utterances.], batch size: 20, lr: 1.49e-03 2022-11-22 22:26:03,000 INFO [train.py:818] (3/4) Epoch 3, batch 800, loss[loss=0.1626, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.004761, over 18.00 utterances.], tot_loss[loss=0.1645, over 1439188.46 frames. utt_duration=1288 frames, utt_pad_proportion=0.04751, over 4474.25 utterances.], batch size: 18, lr: 1.49e-03 2022-11-22 22:26:40,751 INFO [train.py:818] (3/4) Epoch 3, batch 850, loss[loss=0.174, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02368, over 25.00 utterances.], tot_loss[loss=0.1666, over 1445003.07 frames. utt_duration=1255 frames, utt_pad_proportion=0.05602, over 4609.26 utterances.], batch size: 25, lr: 1.49e-03 2022-11-22 22:27:16,421 INFO [train.py:818] (3/4) Epoch 3, batch 900, loss[loss=0.1357, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007757, over 18.00 utterances.], tot_loss[loss=0.1661, over 1450031.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.05163, over 4554.18 utterances.], batch size: 18, lr: 1.49e-03 2022-11-22 22:27:53,892 INFO [train.py:818] (3/4) Epoch 3, batch 950, loss[loss=0.2075, over 7231.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01591, over 24.00 utterances.], tot_loss[loss=0.1665, over 1452868.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06267, over 4691.72 utterances.], batch size: 24, lr: 1.48e-03 2022-11-22 22:28:30,659 INFO [train.py:818] (3/4) Epoch 3, batch 1000, loss[loss=0.1266, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.00502, over 18.00 utterances.], tot_loss[loss=0.1683, over 1456084.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06048, over 4697.68 utterances.], batch size: 18, lr: 1.48e-03 2022-11-22 22:29:07,108 INFO [train.py:818] (3/4) Epoch 3, batch 1050, loss[loss=0.1665, over 7207.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.003833, over 19.00 utterances.], tot_loss[loss=0.1696, over 1458326.35 frames. utt_duration=1254 frames, utt_pad_proportion=0.0564, over 4655.96 utterances.], batch size: 19, lr: 1.48e-03 2022-11-22 22:29:43,531 INFO [train.py:818] (3/4) Epoch 3, batch 1100, loss[loss=0.1525, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005141, over 18.00 utterances.], tot_loss[loss=0.1703, over 1459728.06 frames. utt_duration=1294 frames, utt_pad_proportion=0.04836, over 4516.84 utterances.], batch size: 18, lr: 1.48e-03 2022-11-22 22:30:20,061 INFO [train.py:818] (3/4) Epoch 3, batch 1150, loss[loss=0.1352, over 7456.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.005629, over 18.00 utterances.], tot_loss[loss=0.1692, over 1460576.54 frames. utt_duration=1296 frames, utt_pad_proportion=0.04685, over 4512.21 utterances.], batch size: 18, lr: 1.48e-03 2022-11-22 22:30:55,740 INFO [train.py:818] (3/4) Epoch 3, batch 1200, loss[loss=0.1701, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01482, over 24.00 utterances.], tot_loss[loss=0.1701, over 1461602.55 frames. utt_duration=1312 frames, utt_pad_proportion=0.04307, over 4460.36 utterances.], batch size: 24, lr: 1.47e-03 2022-11-22 22:31:33,101 INFO [train.py:818] (3/4) Epoch 3, batch 1250, loss[loss=0.1717, over 7323.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006607, over 17.00 utterances.], tot_loss[loss=0.171, over 1461206.06 frames. utt_duration=1314 frames, utt_pad_proportion=0.04177, over 4454.42 utterances.], batch size: 17, lr: 1.47e-03 2022-11-22 22:32:09,648 INFO [train.py:818] (3/4) Epoch 3, batch 1300, loss[loss=0.2468, over 7459.00 frames. utt_duration=416 frames, utt_pad_proportion=0.349, over 72.00 utterances.], tot_loss[loss=0.1743, over 1462712.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05537, over 4623.93 utterances.], batch size: 72, lr: 1.47e-03 2022-11-22 22:32:46,636 INFO [train.py:818] (3/4) Epoch 3, batch 1350, loss[loss=0.193, over 7201.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02352, over 25.00 utterances.], tot_loss[loss=0.1736, over 1462593.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05425, over 4607.14 utterances.], batch size: 25, lr: 1.47e-03 2022-11-22 22:33:22,916 INFO [train.py:818] (3/4) Epoch 3, batch 1400, loss[loss=0.1802, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00725, over 20.00 utterances.], tot_loss[loss=0.1741, over 1462961.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.05461, over 4602.08 utterances.], batch size: 20, lr: 1.47e-03 2022-11-22 22:33:59,037 INFO [train.py:818] (3/4) Epoch 3, batch 1450, loss[loss=0.1613, over 7395.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.004237, over 21.00 utterances.], tot_loss[loss=0.1735, over 1463961.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05632, over 4615.08 utterances.], batch size: 21, lr: 1.47e-03 2022-11-22 22:34:36,255 INFO [train.py:818] (3/4) Epoch 3, batch 1500, loss[loss=0.1939, over 7224.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01585, over 24.00 utterances.], tot_loss[loss=0.1728, over 1465145.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05179, over 4597.45 utterances.], batch size: 24, lr: 1.46e-03 2022-11-22 22:35:13,917 INFO [train.py:818] (3/4) Epoch 3, batch 1550, loss[loss=0.1179, over 7483.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00785, over 19.00 utterances.], tot_loss[loss=0.1733, over 1466177.96 frames. utt_duration=1255 frames, utt_pad_proportion=0.05966, over 4678.67 utterances.], batch size: 19, lr: 1.46e-03 2022-11-22 22:35:50,219 INFO [train.py:818] (3/4) Epoch 3, batch 1600, loss[loss=0.1923, over 7309.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03254, over 27.00 utterances.], tot_loss[loss=0.1733, over 1465905.12 frames. utt_duration=1278 frames, utt_pad_proportion=0.05054, over 4591.77 utterances.], batch size: 27, lr: 1.46e-03 2022-11-22 22:36:26,417 INFO [train.py:818] (3/4) Epoch 3, batch 1650, loss[loss=0.1676, over 7348.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02935, over 27.00 utterances.], tot_loss[loss=0.1752, over 1466443.21 frames. utt_duration=1272 frames, utt_pad_proportion=0.05191, over 4617.60 utterances.], batch size: 27, lr: 1.46e-03 2022-11-22 22:37:02,478 INFO [train.py:818] (3/4) Epoch 3, batch 1700, loss[loss=0.2674, over 7433.00 frames. utt_duration=432.5 frames, utt_pad_proportion=0.3189, over 69.00 utterances.], tot_loss[loss=0.1749, over 1467748.11 frames. utt_duration=1262 frames, utt_pad_proportion=0.05492, over 4657.50 utterances.], batch size: 69, lr: 1.46e-03 2022-11-22 22:37:40,416 INFO [train.py:818] (3/4) Epoch 3, batch 1750, loss[loss=0.2071, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005586, over 20.00 utterances.], tot_loss[loss=0.1746, over 1467347.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05532, over 4659.64 utterances.], batch size: 20, lr: 1.45e-03 2022-11-22 22:38:16,150 INFO [train.py:818] (3/4) Epoch 3, batch 1800, loss[loss=0.1222, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.005727, over 19.00 utterances.], tot_loss[loss=0.1735, over 1467007.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.05496, over 4656.29 utterances.], batch size: 19, lr: 1.45e-03 2022-11-22 22:38:53,402 INFO [train.py:818] (3/4) Epoch 3, batch 1850, loss[loss=0.1706, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004805, over 20.00 utterances.], tot_loss[loss=0.1731, over 1466079.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.05078, over 4596.05 utterances.], batch size: 20, lr: 1.45e-03 2022-11-22 22:39:29,065 INFO [train.py:818] (3/4) Epoch 3, batch 1900, loss[loss=0.1511, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005446, over 19.00 utterances.], tot_loss[loss=0.1702, over 1466494.01 frames. utt_duration=1282 frames, utt_pad_proportion=0.04795, over 4581.06 utterances.], batch size: 19, lr: 1.45e-03 2022-11-22 22:40:05,936 INFO [train.py:818] (3/4) Epoch 3, batch 1950, loss[loss=0.1176, over 7184.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.006837, over 18.00 utterances.], tot_loss[loss=0.1702, over 1465097.27 frames. utt_duration=1286 frames, utt_pad_proportion=0.04778, over 4562.69 utterances.], batch size: 18, lr: 1.45e-03 2022-11-22 22:40:43,076 INFO [train.py:818] (3/4) Epoch 3, batch 2000, loss[loss=0.2408, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005691, over 19.00 utterances.], tot_loss[loss=0.1695, over 1465632.56 frames. utt_duration=1252 frames, utt_pad_proportion=0.06145, over 4689.62 utterances.], batch size: 19, lr: 1.45e-03 2022-11-22 22:41:19,317 INFO [train.py:818] (3/4) Epoch 3, batch 2050, loss[loss=0.2281, over 7324.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02986, over 27.00 utterances.], tot_loss[loss=0.1723, over 1465515.29 frames. utt_duration=1265 frames, utt_pad_proportion=0.05587, over 4639.94 utterances.], batch size: 27, lr: 1.44e-03 2022-11-22 22:41:57,083 INFO [train.py:818] (3/4) Epoch 3, batch 2100, loss[loss=0.2057, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01558, over 24.00 utterances.], tot_loss[loss=0.1715, over 1465286.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05632, over 4632.18 utterances.], batch size: 24, lr: 1.44e-03 2022-11-22 22:42:33,536 INFO [train.py:818] (3/4) Epoch 3, batch 2150, loss[loss=0.1481, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.1716, over 1464712.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.054, over 4622.77 utterances.], batch size: 19, lr: 1.44e-03 2022-11-22 22:43:08,699 INFO [train.py:818] (3/4) Epoch 3, batch 2200, loss[loss=0.2108, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006355, over 22.00 utterances.], tot_loss[loss=0.1723, over 1464340.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.05078, over 4599.00 utterances.], batch size: 22, lr: 1.44e-03 2022-11-22 22:43:46,826 INFO [train.py:818] (3/4) Epoch 3, batch 2250, loss[loss=0.2117, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004808, over 20.00 utterances.], tot_loss[loss=0.1692, over 1464576.30 frames. utt_duration=1305 frames, utt_pad_proportion=0.04284, over 4493.53 utterances.], batch size: 20, lr: 1.44e-03 2022-11-22 22:44:23,084 INFO [train.py:818] (3/4) Epoch 3, batch 2300, loss[loss=0.2075, over 7489.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01167, over 24.00 utterances.], tot_loss[loss=0.1683, over 1465109.02 frames. utt_duration=1303 frames, utt_pad_proportion=0.04245, over 4501.87 utterances.], batch size: 24, lr: 1.44e-03 2022-11-22 22:45:00,023 INFO [train.py:818] (3/4) Epoch 3, batch 2350, loss[loss=0.1442, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00587, over 21.00 utterances.], tot_loss[loss=0.1663, over 1465365.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.04904, over 4550.47 utterances.], batch size: 21, lr: 1.43e-03 2022-11-22 22:45:37,071 INFO [train.py:818] (3/4) Epoch 3, batch 2400, loss[loss=0.1071, over 7294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005447, over 19.00 utterances.], tot_loss[loss=0.1655, over 1464994.16 frames. utt_duration=1301 frames, utt_pad_proportion=0.04593, over 4510.16 utterances.], batch size: 19, lr: 1.43e-03 2022-11-22 22:46:13,059 INFO [train.py:818] (3/4) Epoch 3, batch 2450, loss[loss=0.1647, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007356, over 18.00 utterances.], tot_loss[loss=0.1662, over 1466056.93 frames. utt_duration=1303 frames, utt_pad_proportion=0.04352, over 4507.13 utterances.], batch size: 18, lr: 1.43e-03 2022-11-22 22:46:49,315 INFO [train.py:818] (3/4) Epoch 3, batch 2500, loss[loss=0.2244, over 7173.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008801, over 22.00 utterances.], tot_loss[loss=0.1664, over 1465011.86 frames. utt_duration=1290 frames, utt_pad_proportion=0.04666, over 4547.79 utterances.], batch size: 22, lr: 1.43e-03 2022-11-22 22:47:26,553 INFO [train.py:818] (3/4) Epoch 3, batch 2550, loss[loss=0.1627, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.005528, over 18.00 utterances.], tot_loss[loss=0.1664, over 1465154.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.04856, over 4569.48 utterances.], batch size: 18, lr: 1.43e-03 2022-11-22 22:48:03,312 INFO [train.py:818] (3/4) Epoch 3, batch 2600, loss[loss=0.1414, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01217, over 24.00 utterances.], tot_loss[loss=0.166, over 1466252.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.06173, over 4751.13 utterances.], batch size: 24, lr: 1.43e-03 2022-11-22 22:48:39,597 INFO [train.py:818] (3/4) Epoch 3, batch 2650, loss[loss=0.114, over 7306.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00797, over 18.00 utterances.], tot_loss[loss=0.1651, over 1465852.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06469, over 4750.48 utterances.], batch size: 18, lr: 1.42e-03 2022-11-22 22:49:16,444 INFO [train.py:818] (3/4) Epoch 3, batch 2700, loss[loss=0.2234, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006214, over 21.00 utterances.], tot_loss[loss=0.1665, over 1465221.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.05839, over 4741.90 utterances.], batch size: 21, lr: 1.42e-03 2022-11-22 22:49:51,973 INFO [train.py:818] (3/4) Epoch 3, batch 2750, loss[loss=0.1264, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004731, over 20.00 utterances.], tot_loss[loss=0.1665, over 1466738.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.05945, over 4760.69 utterances.], batch size: 20, lr: 1.42e-03 2022-11-22 22:50:29,712 INFO [train.py:818] (3/4) Epoch 3, batch 2800, loss[loss=0.2086, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005491, over 21.00 utterances.], tot_loss[loss=0.1678, over 1466378.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.06978, over 4895.82 utterances.], batch size: 21, lr: 1.42e-03 2022-11-22 22:51:06,474 INFO [train.py:818] (3/4) Epoch 3, batch 2850, loss[loss=0.1909, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006276, over 20.00 utterances.], tot_loss[loss=0.166, over 1465893.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07047, over 4899.83 utterances.], batch size: 20, lr: 1.42e-03 2022-11-22 22:51:42,731 INFO [train.py:818] (3/4) Epoch 3, batch 2900, loss[loss=0.1817, over 7415.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006293, over 22.00 utterances.], tot_loss[loss=0.167, over 1466215.89 frames. utt_duration=1202 frames, utt_pad_proportion=0.06646, over 4885.61 utterances.], batch size: 22, lr: 1.42e-03 2022-11-22 22:52:19,966 INFO [train.py:818] (3/4) Epoch 3, batch 2950, loss[loss=0.1276, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006388, over 22.00 utterances.], tot_loss[loss=0.1668, over 1466592.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.05813, over 4784.89 utterances.], batch size: 22, lr: 1.41e-03 2022-11-22 22:52:56,286 INFO [train.py:818] (3/4) Epoch 3, batch 3000, loss[loss=0.2177, over 7368.00 frames. utt_duration=983.3 frames, utt_pad_proportion=0.04808, over 30.00 utterances.], tot_loss[loss=0.1663, over 1466278.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.0496, over 4673.72 utterances.], batch size: 30, lr: 1.41e-03 2022-11-22 22:52:56,287 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 22:53:16,386 INFO [train.py:847] (3/4) Epoch 3, validation: loss=0.1033, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 22:53:54,839 INFO [train.py:818] (3/4) Epoch 3, batch 3050, loss[loss=0.1684, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005105, over 19.00 utterances.], tot_loss[loss=0.165, over 1466208.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.04877, over 4627.75 utterances.], batch size: 19, lr: 1.41e-03 2022-11-22 22:54:31,313 INFO [train.py:818] (3/4) Epoch 3, batch 3100, loss[loss=0.152, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004971, over 19.00 utterances.], tot_loss[loss=0.164, over 1466174.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.04655, over 4617.07 utterances.], batch size: 19, lr: 1.41e-03 2022-11-22 22:55:07,280 INFO [train.py:818] (3/4) Epoch 3, batch 3150, loss[loss=0.1385, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005974, over 21.00 utterances.], tot_loss[loss=0.1638, over 1465388.35 frames. utt_duration=1279 frames, utt_pad_proportion=0.04443, over 4588.95 utterances.], batch size: 21, lr: 1.41e-03 2022-11-22 22:55:46,117 INFO [train.py:818] (3/4) Epoch 3, batch 3200, loss[loss=0.1577, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005484, over 21.00 utterances.], tot_loss[loss=0.163, over 1466185.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.05506, over 4712.39 utterances.], batch size: 21, lr: 1.41e-03 2022-11-22 22:56:23,214 INFO [train.py:818] (3/4) Epoch 3, batch 3250, loss[loss=0.1292, over 7224.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.04029, over 16.00 utterances.], tot_loss[loss=0.1621, over 1466084.80 frames. utt_duration=1255 frames, utt_pad_proportion=0.05241, over 4680.15 utterances.], batch size: 16, lr: 1.41e-03 2022-11-22 22:56:58,488 INFO [train.py:818] (3/4) Epoch 3, batch 3300, loss[loss=0.1613, over 7205.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.01746, over 25.00 utterances.], tot_loss[loss=0.1627, over 1464714.66 frames. utt_duration=1255 frames, utt_pad_proportion=0.05433, over 4675.77 utterances.], batch size: 25, lr: 1.40e-03 2022-11-22 22:57:36,717 INFO [train.py:818] (3/4) Epoch 3, batch 3350, loss[loss=0.2724, over 7472.00 frames. utt_duration=454.4 frames, utt_pad_proportion=0.2911, over 66.00 utterances.], tot_loss[loss=0.1612, over 1465007.84 frames. utt_duration=1250 frames, utt_pad_proportion=0.05704, over 4693.53 utterances.], batch size: 66, lr: 1.40e-03 2022-11-22 22:58:13,290 INFO [train.py:818] (3/4) Epoch 3, batch 3400, loss[loss=0.231, over 7434.00 frames. utt_duration=420.4 frames, utt_pad_proportion=0.3359, over 71.00 utterances.], tot_loss[loss=0.1609, over 1465105.88 frames. utt_duration=1240 frames, utt_pad_proportion=0.06111, over 4731.67 utterances.], batch size: 71, lr: 1.40e-03 2022-11-22 22:58:50,230 INFO [train.py:818] (3/4) Epoch 3, batch 3450, loss[loss=0.187, over 7432.00 frames. utt_duration=403.3 frames, utt_pad_proportion=0.3669, over 74.00 utterances.], tot_loss[loss=0.1613, over 1465797.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.06103, over 4736.37 utterances.], batch size: 74, lr: 1.40e-03 2022-11-22 22:59:26,410 INFO [train.py:818] (3/4) Epoch 3, batch 3500, loss[loss=0.132, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006595, over 18.00 utterances.], tot_loss[loss=0.1597, over 1465232.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06072, over 4710.75 utterances.], batch size: 18, lr: 1.40e-03 2022-11-22 23:00:03,379 INFO [train.py:818] (3/4) Epoch 3, batch 3550, loss[loss=0.1507, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006048, over 20.00 utterances.], tot_loss[loss=0.1605, over 1466000.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.0654, over 4751.67 utterances.], batch size: 20, lr: 1.40e-03 2022-11-22 23:00:39,653 INFO [train.py:818] (3/4) Epoch 3, batch 3600, loss[loss=0.1345, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.16, over 1466328.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05783, over 4657.13 utterances.], batch size: 20, lr: 1.39e-03 2022-11-22 23:01:17,287 INFO [train.py:818] (3/4) Epoch 3, batch 3650, loss[loss=0.1765, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02384, over 26.00 utterances.], tot_loss[loss=0.1606, over 1465474.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.06167, over 4673.11 utterances.], batch size: 26, lr: 1.39e-03 2022-11-22 23:01:53,446 INFO [train.py:818] (3/4) Epoch 3, batch 3700, loss[loss=0.2163, over 7415.00 frames. utt_duration=413.5 frames, utt_pad_proportion=0.3457, over 72.00 utterances.], tot_loss[loss=0.1617, over 1465362.87 frames. utt_duration=1243 frames, utt_pad_proportion=0.06698, over 4720.34 utterances.], batch size: 72, lr: 1.39e-03 2022-11-22 23:02:29,572 INFO [train.py:818] (3/4) Epoch 3, batch 3750, loss[loss=0.2774, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03661, over 27.00 utterances.], tot_loss[loss=0.1617, over 1466035.83 frames. utt_duration=1268 frames, utt_pad_proportion=0.05721, over 4630.57 utterances.], batch size: 27, lr: 1.39e-03 2022-11-22 23:03:06,036 INFO [train.py:818] (3/4) Epoch 3, batch 3800, loss[loss=0.1102, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0071, over 18.00 utterances.], tot_loss[loss=0.1615, over 1465298.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04916, over 4550.51 utterances.], batch size: 18, lr: 1.39e-03 2022-11-22 23:03:42,314 INFO [train.py:818] (3/4) Epoch 3, batch 3850, loss[loss=0.2208, over 7330.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02913, over 27.00 utterances.], tot_loss[loss=0.1615, over 1465135.41 frames. utt_duration=1291 frames, utt_pad_proportion=0.04414, over 4543.21 utterances.], batch size: 27, lr: 1.39e-03 2022-11-22 23:04:18,976 INFO [train.py:818] (3/4) Epoch 3, batch 3900, loss[loss=0.1993, over 7480.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02462, over 26.00 utterances.], tot_loss[loss=0.1594, over 1465166.91 frames. utt_duration=1310 frames, utt_pad_proportion=0.03829, over 4478.49 utterances.], batch size: 26, lr: 1.38e-03 2022-11-22 23:04:56,695 INFO [train.py:818] (3/4) Epoch 3, batch 3950, loss[loss=0.1832, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005618, over 19.00 utterances.], tot_loss[loss=0.1583, over 1464544.67 frames. utt_duration=1309 frames, utt_pad_proportion=0.04053, over 4479.40 utterances.], batch size: 19, lr: 1.38e-03 2022-11-22 23:05:32,745 INFO [train.py:818] (3/4) Epoch 3, batch 4000, loss[loss=0.1281, over 7285.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03459, over 16.00 utterances.], tot_loss[loss=0.1587, over 1465545.71 frames. utt_duration=1307 frames, utt_pad_proportion=0.04436, over 4491.28 utterances.], batch size: 16, lr: 1.38e-03 2022-11-22 23:06:10,354 INFO [train.py:818] (3/4) Epoch 3, batch 4050, loss[loss=0.1522, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009403, over 23.00 utterances.], tot_loss[loss=0.1597, over 1464441.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.04866, over 4561.00 utterances.], batch size: 23, lr: 1.38e-03 2022-11-22 23:06:46,528 INFO [train.py:818] (3/4) Epoch 3, batch 4100, loss[loss=0.2024, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 21.00 utterances.], tot_loss[loss=0.1636, over 1464795.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.05526, over 4682.23 utterances.], batch size: 21, lr: 1.38e-03 2022-11-22 23:07:21,872 INFO [train.py:818] (3/4) Epoch 3, batch 4150, loss[loss=0.123, over 7201.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005349, over 20.00 utterances.], tot_loss[loss=0.1644, over 1463852.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.04792, over 4586.71 utterances.], batch size: 20, lr: 1.38e-03 2022-11-22 23:07:59,849 INFO [train.py:818] (3/4) Epoch 3, batch 4200, loss[loss=0.2008, over 7237.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01589, over 24.00 utterances.], tot_loss[loss=0.1689, over 1464185.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05278, over 4609.14 utterances.], batch size: 24, lr: 1.38e-03 2022-11-22 23:08:36,339 INFO [train.py:818] (3/4) Epoch 3, batch 4250, loss[loss=0.2143, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006484, over 19.00 utterances.], tot_loss[loss=0.173, over 1463940.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05028, over 4601.79 utterances.], batch size: 19, lr: 1.37e-03 2022-11-22 23:09:12,772 INFO [train.py:818] (3/4) Epoch 3, batch 4300, loss[loss=0.1972, over 7430.00 frames. utt_duration=763.5 frames, utt_pad_proportion=0.1334, over 39.00 utterances.], tot_loss[loss=0.1808, over 1464727.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06292, over 4754.74 utterances.], batch size: 39, lr: 1.37e-03 2022-11-22 23:09:50,166 INFO [train.py:818] (3/4) Epoch 3, batch 4350, loss[loss=0.1716, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005654, over 20.00 utterances.], tot_loss[loss=0.1834, over 1465005.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05915, over 4692.18 utterances.], batch size: 20, lr: 1.37e-03 2022-11-22 23:10:26,664 INFO [train.py:818] (3/4) Epoch 3, batch 4400, loss[loss=0.209, over 7183.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.006219, over 18.00 utterances.], tot_loss[loss=0.1864, over 1465725.37 frames. utt_duration=1240 frames, utt_pad_proportion=0.0609, over 4731.96 utterances.], batch size: 18, lr: 1.37e-03 2022-11-22 23:11:04,794 INFO [train.py:818] (3/4) Epoch 3, batch 4450, loss[loss=0.2111, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005376, over 18.00 utterances.], tot_loss[loss=0.1914, over 1465778.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06743, over 4796.63 utterances.], batch size: 18, lr: 1.37e-03 2022-11-22 23:11:43,122 INFO [train.py:818] (3/4) Epoch 3, batch 4500, loss[loss=0.1999, over 7367.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.00807, over 20.00 utterances.], tot_loss[loss=0.1959, over 1465626.63 frames. utt_duration=1197 frames, utt_pad_proportion=0.07469, over 4904.52 utterances.], batch size: 20, lr: 1.37e-03 2022-11-22 23:12:18,834 INFO [train.py:818] (3/4) Epoch 3, batch 4550, loss[loss=0.1626, over 7309.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008369, over 17.00 utterances.], tot_loss[loss=0.1973, over 1465526.37 frames. utt_duration=1211 frames, utt_pad_proportion=0.07089, over 4846.09 utterances.], batch size: 17, lr: 1.37e-03 2022-11-22 23:12:55,773 INFO [train.py:818] (3/4) Epoch 3, batch 4600, loss[loss=0.233, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0166, over 24.00 utterances.], tot_loss[loss=0.1968, over 1466490.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06592, over 4785.88 utterances.], batch size: 24, lr: 1.36e-03 2022-11-22 23:13:33,663 INFO [train.py:818] (3/4) Epoch 3, batch 4650, loss[loss=0.263, over 7366.00 frames. utt_duration=422.5 frames, utt_pad_proportion=0.3419, over 70.00 utterances.], tot_loss[loss=0.2003, over 1466922.29 frames. utt_duration=1206 frames, utt_pad_proportion=0.07331, over 4872.23 utterances.], batch size: 70, lr: 1.36e-03 2022-11-22 23:14:08,321 INFO [train.py:818] (3/4) Epoch 3, batch 4700, loss[loss=0.239, over 7301.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.05621, over 30.00 utterances.], tot_loss[loss=0.2007, over 1466883.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06586, over 4777.19 utterances.], batch size: 30, lr: 1.36e-03 2022-11-22 23:14:44,924 INFO [train.py:818] (3/4) Epoch 3, batch 4750, loss[loss=0.1562, over 7172.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007604, over 17.00 utterances.], tot_loss[loss=0.2009, over 1466321.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.0578, over 4672.13 utterances.], batch size: 17, lr: 1.36e-03 2022-11-22 23:15:20,954 INFO [train.py:818] (3/4) Epoch 3, batch 4800, loss[loss=0.2046, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006707, over 19.00 utterances.], tot_loss[loss=0.2042, over 1465196.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05404, over 4630.85 utterances.], batch size: 19, lr: 1.36e-03 2022-11-22 23:15:56,777 INFO [train.py:818] (3/4) Epoch 3, batch 4850, loss[loss=0.2465, over 7182.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007662, over 22.00 utterances.], tot_loss[loss=0.2043, over 1465126.40 frames. utt_duration=1280 frames, utt_pad_proportion=0.05134, over 4584.61 utterances.], batch size: 22, lr: 1.36e-03 2022-11-22 23:16:33,504 INFO [train.py:818] (3/4) Epoch 3, batch 4900, loss[loss=0.1776, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007556, over 17.00 utterances.], tot_loss[loss=0.2021, over 1464933.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.04931, over 4554.24 utterances.], batch size: 17, lr: 1.36e-03 2022-11-22 23:17:09,985 INFO [train.py:818] (3/4) Epoch 3, batch 4950, loss[loss=0.1928, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007956, over 18.00 utterances.], tot_loss[loss=0.2013, over 1465307.93 frames. utt_duration=1317 frames, utt_pad_proportion=0.04312, over 4455.72 utterances.], batch size: 18, lr: 1.35e-03 2022-11-22 23:17:46,249 INFO [train.py:818] (3/4) Epoch 3, batch 5000, loss[loss=0.1486, over 7250.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03008, over 16.00 utterances.], tot_loss[loss=0.1992, over 1464101.58 frames. utt_duration=1311 frames, utt_pad_proportion=0.04523, over 4471.95 utterances.], batch size: 16, lr: 1.35e-03 2022-11-22 23:18:23,151 INFO [train.py:818] (3/4) Epoch 3, batch 5050, loss[loss=0.2767, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007163, over 22.00 utterances.], tot_loss[loss=0.2015, over 1464539.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04685, over 4523.92 utterances.], batch size: 22, lr: 1.35e-03 2022-11-22 23:18:59,188 INFO [train.py:818] (3/4) Epoch 3, batch 5100, loss[loss=0.1857, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006472, over 19.00 utterances.], tot_loss[loss=0.2016, over 1465027.40 frames. utt_duration=1302 frames, utt_pad_proportion=0.04439, over 4504.42 utterances.], batch size: 19, lr: 1.35e-03 2022-11-22 23:19:36,423 INFO [train.py:818] (3/4) Epoch 3, batch 5150, loss[loss=0.1751, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01008, over 23.00 utterances.], tot_loss[loss=0.2015, over 1465433.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05644, over 4621.52 utterances.], batch size: 23, lr: 1.35e-03 2022-11-22 23:20:14,082 INFO [train.py:818] (3/4) Epoch 3, batch 5200, loss[loss=0.1701, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.00803, over 18.00 utterances.], tot_loss[loss=0.2013, over 1465716.36 frames. utt_duration=1287 frames, utt_pad_proportion=0.04991, over 4560.57 utterances.], batch size: 18, lr: 1.35e-03 2022-11-22 23:20:50,308 INFO [train.py:818] (3/4) Epoch 3, batch 5250, loss[loss=0.1895, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005109, over 21.00 utterances.], tot_loss[loss=0.2009, over 1465533.20 frames. utt_duration=1291 frames, utt_pad_proportion=0.04946, over 4544.50 utterances.], batch size: 21, lr: 1.35e-03 2022-11-22 23:21:26,601 INFO [train.py:818] (3/4) Epoch 3, batch 5300, loss[loss=0.1801, over 7206.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005276, over 18.00 utterances.], tot_loss[loss=0.2049, over 1464885.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.06282, over 4672.14 utterances.], batch size: 18, lr: 1.34e-03 2022-11-22 23:22:04,770 INFO [train.py:818] (3/4) Epoch 3, batch 5350, loss[loss=0.1969, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004431, over 20.00 utterances.], tot_loss[loss=0.2066, over 1465273.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.06504, over 4705.15 utterances.], batch size: 20, lr: 1.34e-03 2022-11-22 23:22:40,468 INFO [train.py:818] (3/4) Epoch 3, batch 5400, loss[loss=0.1908, over 7467.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01495, over 24.00 utterances.], tot_loss[loss=0.2025, over 1465316.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.06171, over 4687.90 utterances.], batch size: 24, lr: 1.34e-03 2022-11-22 23:23:17,709 INFO [train.py:818] (3/4) Epoch 3, batch 5450, loss[loss=0.2761, over 7378.00 frames. utt_duration=411.3 frames, utt_pad_proportion=0.3451, over 72.00 utterances.], tot_loss[loss=0.2045, over 1465962.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.07011, over 4811.99 utterances.], batch size: 72, lr: 1.34e-03 2022-11-22 23:23:55,045 INFO [train.py:818] (3/4) Epoch 3, batch 5500, loss[loss=0.1207, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006552, over 20.00 utterances.], tot_loss[loss=0.2015, over 1465670.06 frames. utt_duration=1222 frames, utt_pad_proportion=0.06531, over 4802.84 utterances.], batch size: 20, lr: 1.34e-03 2022-11-22 23:24:31,131 INFO [train.py:818] (3/4) Epoch 3, batch 5550, loss[loss=0.2042, over 7340.00 frames. utt_duration=948.6 frames, utt_pad_proportion=0.07988, over 31.00 utterances.], tot_loss[loss=0.2003, over 1465232.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06549, over 4787.77 utterances.], batch size: 31, lr: 1.34e-03 2022-11-22 23:25:09,701 INFO [train.py:818] (3/4) Epoch 3, batch 5600, loss[loss=0.1794, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00836, over 18.00 utterances.], tot_loss[loss=0.1994, over 1464601.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06288, over 4731.52 utterances.], batch size: 18, lr: 1.34e-03 2022-11-22 23:25:45,800 INFO [train.py:818] (3/4) Epoch 3, batch 5650, loss[loss=0.1675, over 7184.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008035, over 18.00 utterances.], tot_loss[loss=0.2, over 1463709.53 frames. utt_duration=1251 frames, utt_pad_proportion=0.05859, over 4685.17 utterances.], batch size: 18, lr: 1.33e-03 2022-11-22 23:26:22,504 INFO [train.py:818] (3/4) Epoch 3, batch 5700, loss[loss=0.2246, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006199, over 21.00 utterances.], tot_loss[loss=0.2004, over 1463482.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.05702, over 4714.02 utterances.], batch size: 21, lr: 1.33e-03 2022-11-22 23:26:59,267 INFO [train.py:818] (3/4) Epoch 3, batch 5750, loss[loss=0.2828, over 7382.00 frames. utt_duration=442.5 frames, utt_pad_proportion=0.3108, over 67.00 utterances.], tot_loss[loss=0.2026, over 1463871.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.05701, over 4713.23 utterances.], batch size: 67, lr: 1.33e-03 2022-11-22 23:27:36,361 INFO [train.py:818] (3/4) Epoch 3, batch 5800, loss[loss=0.2685, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005582, over 21.00 utterances.], tot_loss[loss=0.2019, over 1464551.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.05826, over 4736.64 utterances.], batch size: 21, lr: 1.33e-03 2022-11-22 23:28:13,719 INFO [train.py:818] (3/4) Epoch 3, batch 5850, loss[loss=0.2169, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005342, over 20.00 utterances.], tot_loss[loss=0.2004, over 1464009.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.0515, over 4630.02 utterances.], batch size: 20, lr: 1.33e-03 2022-11-22 23:28:50,482 INFO [train.py:818] (3/4) Epoch 3, batch 5900, loss[loss=0.1996, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01332, over 24.00 utterances.], tot_loss[loss=0.1999, over 1463640.06 frames. utt_duration=1247 frames, utt_pad_proportion=0.05551, over 4702.11 utterances.], batch size: 24, lr: 1.33e-03 2022-11-22 23:29:27,049 INFO [train.py:818] (3/4) Epoch 3, batch 5950, loss[loss=0.147, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006759, over 21.00 utterances.], tot_loss[loss=0.1992, over 1463679.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06123, over 4754.70 utterances.], batch size: 21, lr: 1.33e-03 2022-11-22 23:30:03,936 INFO [train.py:818] (3/4) Epoch 3, batch 6000, loss[loss=0.2833, over 7449.00 frames. utt_duration=427 frames, utt_pad_proportion=0.3338, over 70.00 utterances.], tot_loss[loss=0.1976, over 1462751.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.05629, over 4691.41 utterances.], batch size: 70, lr: 1.33e-03 2022-11-22 23:30:03,937 INFO [train.py:838] (3/4) Computing validation loss 2022-11-22 23:30:24,066 INFO [train.py:847] (3/4) Epoch 3, validation: loss=0.08522, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-22 23:31:00,637 INFO [train.py:818] (3/4) Epoch 3, batch 6050, loss[loss=0.1547, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005284, over 21.00 utterances.], tot_loss[loss=0.1954, over 1463779.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05557, over 4642.54 utterances.], batch size: 21, lr: 1.32e-03 2022-11-22 23:31:37,918 INFO [train.py:818] (3/4) Epoch 3, batch 6100, loss[loss=0.2553, over 7478.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.1449, over 40.00 utterances.], tot_loss[loss=0.1977, over 1464766.14 frames. utt_duration=1235 frames, utt_pad_proportion=0.06366, over 4748.90 utterances.], batch size: 40, lr: 1.32e-03 2022-11-22 23:32:14,544 INFO [train.py:818] (3/4) Epoch 3, batch 6150, loss[loss=0.1969, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.004646, over 20.00 utterances.], tot_loss[loss=0.1958, over 1463582.98 frames. utt_duration=1257 frames, utt_pad_proportion=0.05822, over 4662.52 utterances.], batch size: 20, lr: 1.32e-03 2022-11-22 23:32:49,634 INFO [train.py:818] (3/4) Epoch 3, batch 6200, loss[loss=0.2118, over 7406.00 frames. utt_duration=1561 frames, utt_pad_proportion=0.004131, over 19.00 utterances.], tot_loss[loss=0.1955, over 1463827.67 frames. utt_duration=1278 frames, utt_pad_proportion=0.05018, over 4587.03 utterances.], batch size: 19, lr: 1.32e-03 2022-11-22 23:33:38,957 INFO [train.py:818] (3/4) Epoch 3, batch 6250, loss[loss=0.1454, over 7098.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006608, over 18.00 utterances.], tot_loss[loss=0.1972, over 1463015.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05735, over 4660.92 utterances.], batch size: 18, lr: 1.32e-03 2022-11-22 23:34:15,702 INFO [train.py:818] (3/4) Epoch 3, batch 6300, loss[loss=0.1468, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005074, over 19.00 utterances.], tot_loss[loss=0.1983, over 1464756.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05897, over 4676.43 utterances.], batch size: 19, lr: 1.32e-03 2022-11-22 23:34:52,876 INFO [train.py:818] (3/4) Epoch 3, batch 6350, loss[loss=0.2057, over 7265.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.04178, over 16.00 utterances.], tot_loss[loss=0.1956, over 1465277.82 frames. utt_duration=1276 frames, utt_pad_proportion=0.05586, over 4598.41 utterances.], batch size: 16, lr: 1.32e-03 2022-11-22 23:35:29,603 INFO [train.py:818] (3/4) Epoch 3, batch 6400, loss[loss=0.1342, over 7458.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008697, over 17.00 utterances.], tot_loss[loss=0.1972, over 1465577.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05705, over 4602.83 utterances.], batch size: 17, lr: 1.31e-03 2022-11-22 23:36:05,647 INFO [train.py:818] (3/4) Epoch 3, batch 6450, loss[loss=0.1902, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00694, over 19.00 utterances.], tot_loss[loss=0.196, over 1467136.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.06174, over 4685.19 utterances.], batch size: 19, lr: 1.31e-03 2022-11-22 23:36:41,450 INFO [train.py:818] (3/4) Epoch 3, batch 6500, loss[loss=0.176, over 7429.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.004716, over 22.00 utterances.], tot_loss[loss=0.1945, over 1467319.39 frames. utt_duration=1273 frames, utt_pad_proportion=0.05378, over 4616.31 utterances.], batch size: 22, lr: 1.31e-03 2022-11-22 23:37:19,322 INFO [train.py:818] (3/4) Epoch 3, batch 6550, loss[loss=0.1798, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01393, over 24.00 utterances.], tot_loss[loss=0.1948, over 1465350.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05113, over 4579.45 utterances.], batch size: 24, lr: 1.31e-03 2022-11-22 23:37:56,145 INFO [train.py:818] (3/4) Epoch 3, batch 6600, loss[loss=0.2074, over 7386.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006617, over 19.00 utterances.], tot_loss[loss=0.1967, over 1466381.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.06825, over 4782.85 utterances.], batch size: 19, lr: 1.31e-03 2022-11-22 23:38:34,455 INFO [train.py:818] (3/4) Epoch 3, batch 6650, loss[loss=0.2804, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006165, over 21.00 utterances.], tot_loss[loss=0.1954, over 1465701.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06224, over 4715.89 utterances.], batch size: 21, lr: 1.31e-03 2022-11-22 23:39:10,388 INFO [train.py:818] (3/4) Epoch 3, batch 6700, loss[loss=0.1583, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008488, over 18.00 utterances.], tot_loss[loss=0.1969, over 1465024.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06133, over 4737.26 utterances.], batch size: 18, lr: 1.31e-03 2022-11-22 23:39:46,727 INFO [train.py:818] (3/4) Epoch 3, batch 6750, loss[loss=0.2818, over 7432.00 frames. utt_duration=425.8 frames, utt_pad_proportion=0.3316, over 70.00 utterances.], tot_loss[loss=0.1957, over 1464237.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.06577, over 4777.30 utterances.], batch size: 70, lr: 1.31e-03 2022-11-22 23:40:24,729 INFO [train.py:818] (3/4) Epoch 3, batch 6800, loss[loss=0.1747, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004105, over 20.00 utterances.], tot_loss[loss=0.196, over 1465363.32 frames. utt_duration=1227 frames, utt_pad_proportion=0.06502, over 4782.36 utterances.], batch size: 20, lr: 1.30e-03 2022-11-22 23:41:01,838 INFO [train.py:818] (3/4) Epoch 3, batch 6850, loss[loss=0.1868, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01519, over 24.00 utterances.], tot_loss[loss=0.1973, over 1466221.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.07095, over 4887.17 utterances.], batch size: 24, lr: 1.30e-03 2022-11-22 23:41:38,464 INFO [train.py:818] (3/4) Epoch 3, batch 6900, loss[loss=0.1866, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005483, over 21.00 utterances.], tot_loss[loss=0.1978, over 1467213.73 frames. utt_duration=1195 frames, utt_pad_proportion=0.07022, over 4917.81 utterances.], batch size: 21, lr: 1.30e-03 2022-11-22 23:42:16,407 INFO [train.py:818] (3/4) Epoch 3, batch 6950, loss[loss=0.1729, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02549, over 26.00 utterances.], tot_loss[loss=0.1971, over 1467271.77 frames. utt_duration=1234 frames, utt_pad_proportion=0.05952, over 4763.64 utterances.], batch size: 26, lr: 1.30e-03 2022-11-22 23:42:52,936 INFO [train.py:818] (3/4) Epoch 3, batch 7000, loss[loss=0.2724, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006523, over 22.00 utterances.], tot_loss[loss=0.1965, over 1466340.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06147, over 4783.77 utterances.], batch size: 22, lr: 1.30e-03 2022-11-22 23:43:29,557 INFO [train.py:818] (3/4) Epoch 3, batch 7050, loss[loss=0.1762, over 7229.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.03204, over 16.00 utterances.], tot_loss[loss=0.1955, over 1465755.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06177, over 4781.76 utterances.], batch size: 16, lr: 1.30e-03 2022-11-22 23:44:06,822 INFO [train.py:818] (3/4) Epoch 3, batch 7100, loss[loss=0.1449, over 7174.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.005678, over 17.00 utterances.], tot_loss[loss=0.196, over 1465646.76 frames. utt_duration=1199 frames, utt_pad_proportion=0.06789, over 4895.53 utterances.], batch size: 17, lr: 1.30e-03 2022-11-22 23:44:43,202 INFO [train.py:818] (3/4) Epoch 3, batch 7150, loss[loss=0.1663, over 7196.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005042, over 21.00 utterances.], tot_loss[loss=0.1955, over 1466545.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.06826, over 4893.13 utterances.], batch size: 21, lr: 1.30e-03 2022-11-22 23:45:21,944 INFO [train.py:818] (3/4) Epoch 3, batch 7200, loss[loss=0.2321, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03984, over 27.00 utterances.], tot_loss[loss=0.1964, over 1466696.18 frames. utt_duration=1186 frames, utt_pad_proportion=0.07475, over 4951.24 utterances.], batch size: 27, lr: 1.29e-03 2022-11-22 23:45:58,908 INFO [train.py:818] (3/4) Epoch 3, batch 7250, loss[loss=0.2337, over 7306.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03486, over 27.00 utterances.], tot_loss[loss=0.1941, over 1465817.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.06562, over 4835.00 utterances.], batch size: 27, lr: 1.29e-03 2022-11-22 23:46:35,995 INFO [train.py:818] (3/4) Epoch 3, batch 7300, loss[loss=0.3158, over 7467.00 frames. utt_duration=416.6 frames, utt_pad_proportion=0.349, over 72.00 utterances.], tot_loss[loss=0.1964, over 1466282.88 frames. utt_duration=1154 frames, utt_pad_proportion=0.08524, over 5088.51 utterances.], batch size: 72, lr: 1.29e-03 2022-11-22 23:47:14,307 INFO [train.py:818] (3/4) Epoch 3, batch 7350, loss[loss=0.1562, over 7374.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.00646, over 20.00 utterances.], tot_loss[loss=0.196, over 1466750.37 frames. utt_duration=1174 frames, utt_pad_proportion=0.08012, over 5002.02 utterances.], batch size: 20, lr: 1.29e-03 2022-11-22 23:47:51,667 INFO [train.py:818] (3/4) Epoch 3, batch 7400, loss[loss=0.234, over 7483.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01314, over 24.00 utterances.], tot_loss[loss=0.1964, over 1466748.12 frames. utt_duration=1194 frames, utt_pad_proportion=0.0703, over 4918.43 utterances.], batch size: 24, lr: 1.29e-03 2022-11-22 23:48:29,167 INFO [train.py:818] (3/4) Epoch 3, batch 7450, loss[loss=0.2046, over 7203.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005103, over 20.00 utterances.], tot_loss[loss=0.1954, over 1466816.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07322, over 4912.91 utterances.], batch size: 20, lr: 1.29e-03 2022-11-22 23:49:06,476 INFO [train.py:818] (3/4) Epoch 3, batch 7500, loss[loss=0.1913, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007902, over 21.00 utterances.], tot_loss[loss=0.1945, over 1467454.50 frames. utt_duration=1180 frames, utt_pad_proportion=0.07544, over 4982.01 utterances.], batch size: 21, lr: 1.29e-03 2022-11-22 23:49:43,052 INFO [train.py:818] (3/4) Epoch 3, batch 7550, loss[loss=0.1648, over 7378.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007293, over 19.00 utterances.], tot_loss[loss=0.1951, over 1467661.23 frames. utt_duration=1157 frames, utt_pad_proportion=0.08373, over 5081.02 utterances.], batch size: 19, lr: 1.29e-03 2022-11-22 23:50:20,936 INFO [train.py:818] (3/4) Epoch 3, batch 7600, loss[loss=0.2153, over 7283.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03813, over 27.00 utterances.], tot_loss[loss=0.1962, over 1467105.30 frames. utt_duration=1143 frames, utt_pad_proportion=0.0858, over 5139.66 utterances.], batch size: 27, lr: 1.28e-03 2022-11-22 23:50:58,212 INFO [train.py:818] (3/4) Epoch 3, batch 7650, loss[loss=0.2156, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006852, over 22.00 utterances.], tot_loss[loss=0.1973, over 1467476.42 frames. utt_duration=1157 frames, utt_pad_proportion=0.08359, over 5078.34 utterances.], batch size: 22, lr: 1.28e-03 2022-11-22 23:51:34,312 INFO [train.py:818] (3/4) Epoch 3, batch 7700, loss[loss=0.2211, over 7374.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.07671, over 31.00 utterances.], tot_loss[loss=0.1961, over 1466949.79 frames. utt_duration=1179 frames, utt_pad_proportion=0.07714, over 4981.65 utterances.], batch size: 31, lr: 1.28e-03 2022-11-22 23:52:12,730 INFO [train.py:818] (3/4) Epoch 3, batch 7750, loss[loss=0.1739, over 7325.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03053, over 27.00 utterances.], tot_loss[loss=0.195, over 1466406.45 frames. utt_duration=1182 frames, utt_pad_proportion=0.07559, over 4969.16 utterances.], batch size: 27, lr: 1.28e-03 2022-11-22 23:52:49,692 INFO [train.py:818] (3/4) Epoch 3, batch 7800, loss[loss=0.2831, over 7259.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01203, over 24.00 utterances.], tot_loss[loss=0.1952, over 1465556.87 frames. utt_duration=1191 frames, utt_pad_proportion=0.07344, over 4926.65 utterances.], batch size: 24, lr: 1.28e-03 2022-11-22 23:53:26,632 INFO [train.py:818] (3/4) Epoch 3, batch 7850, loss[loss=0.1851, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006724, over 19.00 utterances.], tot_loss[loss=0.1953, over 1465858.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.06753, over 4820.22 utterances.], batch size: 19, lr: 1.28e-03 2022-11-22 23:54:04,674 INFO [train.py:818] (3/4) Epoch 3, batch 7900, loss[loss=0.1675, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004934, over 20.00 utterances.], tot_loss[loss=0.1944, over 1464267.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06689, over 4785.74 utterances.], batch size: 20, lr: 1.28e-03 2022-11-22 23:54:41,219 INFO [train.py:818] (3/4) Epoch 3, batch 7950, loss[loss=0.1201, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01103, over 24.00 utterances.], tot_loss[loss=0.1925, over 1465468.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.06631, over 4841.23 utterances.], batch size: 24, lr: 1.28e-03 2022-11-22 23:55:17,023 INFO [train.py:818] (3/4) Epoch 3, batch 8000, loss[loss=0.2322, over 7414.00 frames. utt_duration=761.9 frames, utt_pad_proportion=0.1263, over 39.00 utterances.], tot_loss[loss=0.1922, over 1465241.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.05747, over 4715.49 utterances.], batch size: 39, lr: 1.27e-03 2022-11-22 23:55:56,008 INFO [train.py:818] (3/4) Epoch 3, batch 8050, loss[loss=0.1678, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005673, over 19.00 utterances.], tot_loss[loss=0.1918, over 1464610.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06263, over 4763.15 utterances.], batch size: 19, lr: 1.27e-03 2022-11-22 23:56:32,356 INFO [train.py:818] (3/4) Epoch 3, batch 8100, loss[loss=0.2724, over 7355.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007516, over 23.00 utterances.], tot_loss[loss=0.194, over 1464359.28 frames. utt_duration=1195 frames, utt_pad_proportion=0.07168, over 4909.33 utterances.], batch size: 23, lr: 1.27e-03 2022-11-22 23:57:10,134 INFO [train.py:818] (3/4) Epoch 3, batch 8150, loss[loss=0.1404, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006038, over 20.00 utterances.], tot_loss[loss=0.1918, over 1464795.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06568, over 4822.65 utterances.], batch size: 20, lr: 1.27e-03 2022-11-22 23:57:47,142 INFO [train.py:818] (3/4) Epoch 3, batch 8200, loss[loss=0.1675, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006835, over 20.00 utterances.], tot_loss[loss=0.1918, over 1466012.46 frames. utt_duration=1236 frames, utt_pad_proportion=0.06071, over 4751.67 utterances.], batch size: 20, lr: 1.27e-03 2022-11-22 23:58:24,751 INFO [train.py:818] (3/4) Epoch 3, batch 8250, loss[loss=0.2118, over 7482.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02499, over 26.00 utterances.], tot_loss[loss=0.1945, over 1467552.36 frames. utt_duration=1217 frames, utt_pad_proportion=0.06346, over 4827.97 utterances.], batch size: 26, lr: 1.27e-03 2022-11-22 23:59:02,525 INFO [train.py:818] (3/4) Epoch 3, batch 8300, loss[loss=0.2012, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007364, over 18.00 utterances.], tot_loss[loss=0.1929, over 1466958.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.05939, over 4797.43 utterances.], batch size: 18, lr: 1.27e-03 2022-11-22 23:59:39,476 INFO [train.py:818] (3/4) Epoch 3, batch 8350, loss[loss=0.1624, over 7481.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006993, over 19.00 utterances.], tot_loss[loss=0.1918, over 1466567.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.06707, over 4834.47 utterances.], batch size: 19, lr: 1.27e-03 2022-11-23 00:00:16,037 INFO [train.py:818] (3/4) Epoch 3, batch 8400, loss[loss=0.2711, over 7437.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.0687, over 31.00 utterances.], tot_loss[loss=0.1894, over 1466194.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.05832, over 4722.30 utterances.], batch size: 31, lr: 1.27e-03 2022-11-23 00:00:54,100 INFO [train.py:818] (3/4) Epoch 3, batch 8450, loss[loss=0.2217, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01416, over 24.00 utterances.], tot_loss[loss=0.192, over 1466497.37 frames. utt_duration=1217 frames, utt_pad_proportion=0.06522, over 4827.42 utterances.], batch size: 24, lr: 1.26e-03 2022-11-23 00:01:30,102 INFO [train.py:818] (3/4) Epoch 3, batch 8500, loss[loss=0.1851, over 7198.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.0244, over 25.00 utterances.], tot_loss[loss=0.1906, over 1466154.55 frames. utt_duration=1236 frames, utt_pad_proportion=0.06021, over 4750.61 utterances.], batch size: 25, lr: 1.26e-03 2022-11-23 00:02:06,538 INFO [train.py:818] (3/4) Epoch 3, batch 8550, loss[loss=0.1978, over 7392.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00578, over 20.00 utterances.], tot_loss[loss=0.1915, over 1465201.00 frames. utt_duration=1225 frames, utt_pad_proportion=0.06203, over 4792.00 utterances.], batch size: 20, lr: 1.26e-03 2022-11-23 00:02:45,173 INFO [train.py:818] (3/4) Epoch 3, batch 8600, loss[loss=0.1459, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 21.00 utterances.], tot_loss[loss=0.1912, over 1464353.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.06924, over 4850.88 utterances.], batch size: 21, lr: 1.26e-03 2022-11-23 00:03:21,191 INFO [train.py:818] (3/4) Epoch 3, batch 8650, loss[loss=0.1781, over 7275.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006208, over 21.00 utterances.], tot_loss[loss=0.1925, over 1463850.43 frames. utt_duration=1193 frames, utt_pad_proportion=0.07362, over 4914.22 utterances.], batch size: 21, lr: 1.26e-03 2022-11-23 00:03:57,632 INFO [train.py:818] (3/4) Epoch 3, batch 8700, loss[loss=0.1674, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01417, over 24.00 utterances.], tot_loss[loss=0.1911, over 1463395.83 frames. utt_duration=1218 frames, utt_pad_proportion=0.0696, over 4810.53 utterances.], batch size: 24, lr: 1.26e-03 2022-11-23 00:04:33,979 INFO [train.py:818] (3/4) Epoch 3, batch 8750, loss[loss=0.1454, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.191, over 1463921.64 frames. utt_duration=1205 frames, utt_pad_proportion=0.07198, over 4867.52 utterances.], batch size: 20, lr: 1.26e-03 2022-11-23 00:05:10,293 INFO [train.py:818] (3/4) Epoch 3, batch 8800, loss[loss=0.2344, over 7324.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01166, over 23.00 utterances.], tot_loss[loss=0.1912, over 1464688.11 frames. utt_duration=1218 frames, utt_pad_proportion=0.06824, over 4816.59 utterances.], batch size: 23, lr: 1.26e-03 2022-11-23 00:05:46,509 INFO [train.py:818] (3/4) Epoch 3, batch 8850, loss[loss=0.1698, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01726, over 24.00 utterances.], tot_loss[loss=0.1899, over 1464445.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06014, over 4746.15 utterances.], batch size: 24, lr: 1.26e-03 2022-11-23 00:07:08,633 INFO [train.py:818] (3/4) Epoch 4, batch 0, loss[loss=0.1471, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0238, over 25.00 utterances.], tot_loss[loss=0.1471, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0238, over 25.00 utterances.], batch size: 25, lr: 1.22e-03 2022-11-23 00:07:44,995 INFO [train.py:818] (3/4) Epoch 4, batch 50, loss[loss=0.1468, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006159, over 21.00 utterances.], tot_loss[loss=0.153, over 330720.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.0724, over 1060.71 utterances.], batch size: 21, lr: 1.22e-03 2022-11-23 00:08:22,266 INFO [train.py:818] (3/4) Epoch 4, batch 100, loss[loss=0.1618, over 7464.00 frames. utt_duration=767.1 frames, utt_pad_proportion=0.1101, over 39.00 utterances.], tot_loss[loss=0.1513, over 584040.32 frames. utt_duration=1245 frames, utt_pad_proportion=0.05832, over 1878.88 utterances.], batch size: 39, lr: 1.22e-03 2022-11-23 00:08:59,011 INFO [train.py:818] (3/4) Epoch 4, batch 150, loss[loss=0.1637, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006127, over 20.00 utterances.], tot_loss[loss=0.1512, over 780488.65 frames. utt_duration=1214 frames, utt_pad_proportion=0.06453, over 2573.91 utterances.], batch size: 20, lr: 1.21e-03 2022-11-23 00:09:33,868 INFO [train.py:818] (3/4) Epoch 4, batch 200, loss[loss=0.1731, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006511, over 21.00 utterances.], tot_loss[loss=0.1496, over 931554.73 frames. utt_duration=1247 frames, utt_pad_proportion=0.05652, over 2991.95 utterances.], batch size: 21, lr: 1.21e-03 2022-11-23 00:10:10,662 INFO [train.py:818] (3/4) Epoch 4, batch 250, loss[loss=0.103, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004632, over 20.00 utterances.], tot_loss[loss=0.1521, over 1050751.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.0586, over 3386.65 utterances.], batch size: 20, lr: 1.21e-03 2022-11-23 00:10:47,481 INFO [train.py:818] (3/4) Epoch 4, batch 300, loss[loss=0.1942, over 7413.00 frames. utt_duration=431.2 frames, utt_pad_proportion=0.3252, over 69.00 utterances.], tot_loss[loss=0.1515, over 1143390.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.06377, over 3775.91 utterances.], batch size: 69, lr: 1.21e-03 2022-11-23 00:11:23,186 INFO [train.py:818] (3/4) Epoch 4, batch 350, loss[loss=0.1587, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01535, over 24.00 utterances.], tot_loss[loss=0.1514, over 1215252.77 frames. utt_duration=1206 frames, utt_pad_proportion=0.07011, over 4035.67 utterances.], batch size: 24, lr: 1.21e-03 2022-11-23 00:12:01,235 INFO [train.py:818] (3/4) Epoch 4, batch 400, loss[loss=0.1477, over 7206.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02497, over 25.00 utterances.], tot_loss[loss=0.1495, over 1270600.60 frames. utt_duration=1213 frames, utt_pad_proportion=0.0649, over 4193.91 utterances.], batch size: 25, lr: 1.21e-03 2022-11-23 00:12:37,254 INFO [train.py:818] (3/4) Epoch 4, batch 450, loss[loss=0.1432, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00848, over 22.00 utterances.], tot_loss[loss=0.1487, over 1314804.58 frames. utt_duration=1207 frames, utt_pad_proportion=0.06655, over 4363.19 utterances.], batch size: 22, lr: 1.21e-03 2022-11-23 00:13:13,532 INFO [train.py:818] (3/4) Epoch 4, batch 500, loss[loss=0.1123, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005791, over 22.00 utterances.], tot_loss[loss=0.1465, over 1347996.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.05889, over 4395.89 utterances.], batch size: 22, lr: 1.21e-03 2022-11-23 00:13:49,805 INFO [train.py:818] (3/4) Epoch 4, batch 550, loss[loss=0.1121, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005734, over 19.00 utterances.], tot_loss[loss=0.1445, over 1373353.00 frames. utt_duration=1221 frames, utt_pad_proportion=0.06542, over 4504.17 utterances.], batch size: 19, lr: 1.21e-03 2022-11-23 00:14:24,860 INFO [train.py:818] (3/4) Epoch 4, batch 600, loss[loss=0.159, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008011, over 22.00 utterances.], tot_loss[loss=0.1432, over 1393841.48 frames. utt_duration=1258 frames, utt_pad_proportion=0.05391, over 4438.86 utterances.], batch size: 22, lr: 1.20e-03 2022-11-23 00:15:02,327 INFO [train.py:818] (3/4) Epoch 4, batch 650, loss[loss=0.1129, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005084, over 21.00 utterances.], tot_loss[loss=0.1417, over 1410066.94 frames. utt_duration=1237 frames, utt_pad_proportion=0.06051, over 4564.83 utterances.], batch size: 21, lr: 1.20e-03 2022-11-23 00:15:38,397 INFO [train.py:818] (3/4) Epoch 4, batch 700, loss[loss=0.1177, over 7469.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01453, over 24.00 utterances.], tot_loss[loss=0.141, over 1421304.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05726, over 4558.71 utterances.], batch size: 24, lr: 1.20e-03 2022-11-23 00:16:15,073 INFO [train.py:818] (3/4) Epoch 4, batch 750, loss[loss=0.1517, over 7358.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008379, over 23.00 utterances.], tot_loss[loss=0.1406, over 1432100.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.05725, over 4567.08 utterances.], batch size: 23, lr: 1.20e-03 2022-11-23 00:16:52,120 INFO [train.py:818] (3/4) Epoch 4, batch 800, loss[loss=0.1665, over 7464.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006085, over 21.00 utterances.], tot_loss[loss=0.1428, over 1439124.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05558, over 4525.15 utterances.], batch size: 21, lr: 1.20e-03 2022-11-23 00:17:28,659 INFO [train.py:818] (3/4) Epoch 4, batch 850, loss[loss=0.1413, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007948, over 21.00 utterances.], tot_loss[loss=0.1442, over 1443692.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05561, over 4573.10 utterances.], batch size: 21, lr: 1.20e-03 2022-11-23 00:18:04,157 INFO [train.py:818] (3/4) Epoch 4, batch 900, loss[loss=0.1393, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00587, over 21.00 utterances.], tot_loss[loss=0.1434, over 1448030.05 frames. utt_duration=1302 frames, utt_pad_proportion=0.04782, over 4454.44 utterances.], batch size: 21, lr: 1.20e-03 2022-11-23 00:18:41,281 INFO [train.py:818] (3/4) Epoch 4, batch 950, loss[loss=0.145, over 7467.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.007797, over 20.00 utterances.], tot_loss[loss=0.1449, over 1453107.13 frames. utt_duration=1302 frames, utt_pad_proportion=0.049, over 4469.05 utterances.], batch size: 20, lr: 1.20e-03 2022-11-23 00:19:18,209 INFO [train.py:818] (3/4) Epoch 4, batch 1000, loss[loss=0.1474, over 7250.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04824, over 16.00 utterances.], tot_loss[loss=0.1451, over 1455016.41 frames. utt_duration=1304 frames, utt_pad_proportion=0.04839, over 4467.42 utterances.], batch size: 16, lr: 1.20e-03 2022-11-23 00:19:54,190 INFO [train.py:818] (3/4) Epoch 4, batch 1050, loss[loss=0.1552, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0143, over 24.00 utterances.], tot_loss[loss=0.1467, over 1457892.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05495, over 4565.67 utterances.], batch size: 24, lr: 1.20e-03 2022-11-23 00:20:31,854 INFO [train.py:818] (3/4) Epoch 4, batch 1100, loss[loss=0.1585, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005648, over 19.00 utterances.], tot_loss[loss=0.1481, over 1460094.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05605, over 4581.73 utterances.], batch size: 19, lr: 1.19e-03 2022-11-23 00:21:08,163 INFO [train.py:818] (3/4) Epoch 4, batch 1150, loss[loss=0.1482, over 7294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006056, over 19.00 utterances.], tot_loss[loss=0.1486, over 1459887.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04822, over 4489.78 utterances.], batch size: 19, lr: 1.19e-03 2022-11-23 00:21:44,099 INFO [train.py:818] (3/4) Epoch 4, batch 1200, loss[loss=0.1032, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006794, over 18.00 utterances.], tot_loss[loss=0.1484, over 1462123.58 frames. utt_duration=1319 frames, utt_pad_proportion=0.04496, over 4440.61 utterances.], batch size: 18, lr: 1.19e-03 2022-11-23 00:22:21,458 INFO [train.py:818] (3/4) Epoch 4, batch 1250, loss[loss=0.2732, over 7211.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01678, over 24.00 utterances.], tot_loss[loss=0.1495, over 1462466.27 frames. utt_duration=1305 frames, utt_pad_proportion=0.04685, over 4488.59 utterances.], batch size: 24, lr: 1.19e-03 2022-11-23 00:22:56,676 INFO [train.py:818] (3/4) Epoch 4, batch 1300, loss[loss=0.1183, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007123, over 18.00 utterances.], tot_loss[loss=0.1496, over 1462295.21 frames. utt_duration=1293 frames, utt_pad_proportion=0.04674, over 4527.49 utterances.], batch size: 18, lr: 1.19e-03 2022-11-23 00:23:31,772 INFO [train.py:818] (3/4) Epoch 4, batch 1350, loss[loss=0.173, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.1489, over 1462579.96 frames. utt_duration=1305 frames, utt_pad_proportion=0.04164, over 4489.53 utterances.], batch size: 21, lr: 1.19e-03 2022-11-23 00:24:09,601 INFO [train.py:818] (3/4) Epoch 4, batch 1400, loss[loss=0.1342, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005784, over 21.00 utterances.], tot_loss[loss=0.15, over 1462238.77 frames. utt_duration=1303 frames, utt_pad_proportion=0.04321, over 4495.17 utterances.], batch size: 21, lr: 1.19e-03 2022-11-23 00:24:46,171 INFO [train.py:818] (3/4) Epoch 4, batch 1450, loss[loss=0.142, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01505, over 24.00 utterances.], tot_loss[loss=0.1493, over 1463002.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04526, over 4509.37 utterances.], batch size: 24, lr: 1.19e-03 2022-11-23 00:25:23,125 INFO [train.py:818] (3/4) Epoch 4, batch 1500, loss[loss=0.1667, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.004551, over 18.00 utterances.], tot_loss[loss=0.1499, over 1463564.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05699, over 4659.67 utterances.], batch size: 18, lr: 1.19e-03 2022-11-23 00:26:00,243 INFO [train.py:818] (3/4) Epoch 4, batch 1550, loss[loss=0.1633, over 7233.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02125, over 25.00 utterances.], tot_loss[loss=0.1482, over 1463602.87 frames. utt_duration=1279 frames, utt_pad_proportion=0.0523, over 4581.33 utterances.], batch size: 25, lr: 1.18e-03 2022-11-23 00:26:36,484 INFO [train.py:818] (3/4) Epoch 4, batch 1600, loss[loss=0.1274, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 18.00 utterances.], tot_loss[loss=0.1483, over 1463876.68 frames. utt_duration=1286 frames, utt_pad_proportion=0.05054, over 4557.90 utterances.], batch size: 18, lr: 1.18e-03 2022-11-23 00:27:13,868 INFO [train.py:818] (3/4) Epoch 4, batch 1650, loss[loss=0.2004, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01892, over 25.00 utterances.], tot_loss[loss=0.1488, over 1463959.24 frames. utt_duration=1273 frames, utt_pad_proportion=0.05319, over 4605.21 utterances.], batch size: 25, lr: 1.18e-03 2022-11-23 00:27:50,234 INFO [train.py:818] (3/4) Epoch 4, batch 1700, loss[loss=0.2143, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006765, over 22.00 utterances.], tot_loss[loss=0.1484, over 1462683.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05508, over 4635.98 utterances.], batch size: 22, lr: 1.18e-03 2022-11-23 00:28:27,547 INFO [train.py:818] (3/4) Epoch 4, batch 1750, loss[loss=0.1433, over 7314.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007624, over 17.00 utterances.], tot_loss[loss=0.1487, over 1463497.69 frames. utt_duration=1220 frames, utt_pad_proportion=0.07065, over 4804.26 utterances.], batch size: 17, lr: 1.18e-03 2022-11-23 00:29:04,619 INFO [train.py:818] (3/4) Epoch 4, batch 1800, loss[loss=0.1778, over 7288.00 frames. utt_duration=749 frames, utt_pad_proportion=0.1479, over 39.00 utterances.], tot_loss[loss=0.1508, over 1463459.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.0652, over 4765.95 utterances.], batch size: 39, lr: 1.18e-03 2022-11-23 00:29:41,373 INFO [train.py:818] (3/4) Epoch 4, batch 1850, loss[loss=0.1583, over 7452.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006957, over 18.00 utterances.], tot_loss[loss=0.1505, over 1464742.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05595, over 4650.22 utterances.], batch size: 18, lr: 1.18e-03 2022-11-23 00:30:16,989 INFO [train.py:818] (3/4) Epoch 4, batch 1900, loss[loss=0.155, over 7297.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00774, over 22.00 utterances.], tot_loss[loss=0.1505, over 1464424.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05473, over 4637.18 utterances.], batch size: 22, lr: 1.18e-03 2022-11-23 00:30:53,799 INFO [train.py:818] (3/4) Epoch 4, batch 1950, loss[loss=0.1468, over 7482.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004353, over 21.00 utterances.], tot_loss[loss=0.151, over 1464686.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.05552, over 4644.72 utterances.], batch size: 21, lr: 1.18e-03 2022-11-23 00:31:28,798 INFO [train.py:818] (3/4) Epoch 4, batch 2000, loss[loss=0.1931, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005408, over 19.00 utterances.], tot_loss[loss=0.15, over 1464239.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05376, over 4640.94 utterances.], batch size: 19, lr: 1.18e-03 2022-11-23 00:32:05,705 INFO [train.py:818] (3/4) Epoch 4, batch 2050, loss[loss=0.1495, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009208, over 22.00 utterances.], tot_loss[loss=0.149, over 1465205.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05292, over 4631.09 utterances.], batch size: 22, lr: 1.17e-03 2022-11-23 00:32:43,022 INFO [train.py:818] (3/4) Epoch 4, batch 2100, loss[loss=0.1245, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00559, over 20.00 utterances.], tot_loss[loss=0.1488, over 1466023.51 frames. utt_duration=1258 frames, utt_pad_proportion=0.05491, over 4666.62 utterances.], batch size: 20, lr: 1.17e-03 2022-11-23 00:33:19,826 INFO [train.py:818] (3/4) Epoch 4, batch 2150, loss[loss=0.1395, over 7308.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007093, over 18.00 utterances.], tot_loss[loss=0.1477, over 1466585.90 frames. utt_duration=1272 frames, utt_pad_proportion=0.05128, over 4618.92 utterances.], batch size: 18, lr: 1.17e-03 2022-11-23 00:33:56,767 INFO [train.py:818] (3/4) Epoch 4, batch 2200, loss[loss=0.1745, over 7302.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004156, over 21.00 utterances.], tot_loss[loss=0.1484, over 1466514.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05166, over 4683.44 utterances.], batch size: 21, lr: 1.17e-03 2022-11-23 00:34:33,713 INFO [train.py:818] (3/4) Epoch 4, batch 2250, loss[loss=0.1826, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007008, over 19.00 utterances.], tot_loss[loss=0.147, over 1466676.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.04895, over 4624.55 utterances.], batch size: 19, lr: 1.17e-03 2022-11-23 00:35:09,719 INFO [train.py:818] (3/4) Epoch 4, batch 2300, loss[loss=0.1703, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006442, over 21.00 utterances.], tot_loss[loss=0.1454, over 1466567.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.04294, over 4542.88 utterances.], batch size: 21, lr: 1.17e-03 2022-11-23 00:35:45,982 INFO [train.py:818] (3/4) Epoch 4, batch 2350, loss[loss=0.1378, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009039, over 18.00 utterances.], tot_loss[loss=0.1448, over 1466195.47 frames. utt_duration=1263 frames, utt_pad_proportion=0.05314, over 4649.87 utterances.], batch size: 18, lr: 1.17e-03 2022-11-23 00:36:23,554 INFO [train.py:818] (3/4) Epoch 4, batch 2400, loss[loss=0.1434, over 7486.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01108, over 23.00 utterances.], tot_loss[loss=0.1445, over 1465417.08 frames. utt_duration=1273 frames, utt_pad_proportion=0.05224, over 4609.43 utterances.], batch size: 23, lr: 1.17e-03 2022-11-23 00:36:59,411 INFO [train.py:818] (3/4) Epoch 4, batch 2450, loss[loss=0.1445, over 7357.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007914, over 23.00 utterances.], tot_loss[loss=0.1448, over 1465721.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05381, over 4619.56 utterances.], batch size: 23, lr: 1.17e-03 2022-11-23 00:37:36,552 INFO [train.py:818] (3/4) Epoch 4, batch 2500, loss[loss=0.2153, over 7430.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.3139, over 68.00 utterances.], tot_loss[loss=0.1457, over 1465447.77 frames. utt_duration=1239 frames, utt_pad_proportion=0.06326, over 4738.58 utterances.], batch size: 68, lr: 1.17e-03 2022-11-23 00:38:13,515 INFO [train.py:818] (3/4) Epoch 4, batch 2550, loss[loss=0.1593, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02127, over 25.00 utterances.], tot_loss[loss=0.1455, over 1465225.08 frames. utt_duration=1250 frames, utt_pad_proportion=0.05752, over 4693.08 utterances.], batch size: 25, lr: 1.16e-03 2022-11-23 00:38:49,441 INFO [train.py:818] (3/4) Epoch 4, batch 2600, loss[loss=0.2557, over 7433.00 frames. utt_duration=763.8 frames, utt_pad_proportion=0.1251, over 39.00 utterances.], tot_loss[loss=0.1459, over 1465566.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.05492, over 4671.01 utterances.], batch size: 39, lr: 1.16e-03 2022-11-23 00:39:26,379 INFO [train.py:818] (3/4) Epoch 4, batch 2650, loss[loss=0.1771, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005219, over 20.00 utterances.], tot_loss[loss=0.1461, over 1464937.69 frames. utt_duration=1241 frames, utt_pad_proportion=0.05982, over 4726.67 utterances.], batch size: 20, lr: 1.16e-03 2022-11-23 00:40:01,883 INFO [train.py:818] (3/4) Epoch 4, batch 2700, loss[loss=0.1627, over 7217.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01687, over 24.00 utterances.], tot_loss[loss=0.1477, over 1464959.06 frames. utt_duration=1268 frames, utt_pad_proportion=0.05192, over 4626.78 utterances.], batch size: 24, lr: 1.16e-03 2022-11-23 00:40:38,784 INFO [train.py:818] (3/4) Epoch 4, batch 2750, loss[loss=0.1035, over 7251.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.05968, over 30.00 utterances.], tot_loss[loss=0.1463, over 1463666.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.04827, over 4607.82 utterances.], batch size: 30, lr: 1.16e-03 2022-11-23 00:41:14,783 INFO [train.py:818] (3/4) Epoch 4, batch 2800, loss[loss=0.1414, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00676, over 22.00 utterances.], tot_loss[loss=0.1475, over 1465217.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.04943, over 4646.64 utterances.], batch size: 22, lr: 1.16e-03 2022-11-23 00:41:51,605 INFO [train.py:818] (3/4) Epoch 4, batch 2850, loss[loss=0.1259, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009818, over 18.00 utterances.], tot_loss[loss=0.1479, over 1465131.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.05355, over 4629.27 utterances.], batch size: 18, lr: 1.16e-03 2022-11-23 00:42:27,556 INFO [train.py:818] (3/4) Epoch 4, batch 2900, loss[loss=0.1469, over 7182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0112, over 23.00 utterances.], tot_loss[loss=0.146, over 1465350.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.0526, over 4616.68 utterances.], batch size: 23, lr: 1.16e-03 2022-11-23 00:43:04,610 INFO [train.py:818] (3/4) Epoch 4, batch 2950, loss[loss=0.1152, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01028, over 17.00 utterances.], tot_loss[loss=0.147, over 1465272.16 frames. utt_duration=1270 frames, utt_pad_proportion=0.05103, over 4620.67 utterances.], batch size: 17, lr: 1.16e-03 2022-11-23 00:43:41,847 INFO [train.py:818] (3/4) Epoch 4, batch 3000, loss[loss=0.1632, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005556, over 20.00 utterances.], tot_loss[loss=0.147, over 1464657.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04439, over 4550.81 utterances.], batch size: 20, lr: 1.16e-03 2022-11-23 00:43:41,848 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 00:44:01,989 INFO [train.py:847] (3/4) Epoch 4, validation: loss=0.08702, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 00:44:39,581 INFO [train.py:818] (3/4) Epoch 4, batch 3050, loss[loss=0.1498, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007845, over 17.00 utterances.], tot_loss[loss=0.1443, over 1465039.09 frames. utt_duration=1299 frames, utt_pad_proportion=0.04442, over 4516.18 utterances.], batch size: 17, lr: 1.16e-03 2022-11-23 00:45:15,880 INFO [train.py:818] (3/4) Epoch 4, batch 3100, loss[loss=0.161, over 7306.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004629, over 20.00 utterances.], tot_loss[loss=0.1436, over 1464707.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.04682, over 4541.86 utterances.], batch size: 20, lr: 1.15e-03 2022-11-23 00:45:52,293 INFO [train.py:818] (3/4) Epoch 4, batch 3150, loss[loss=0.1878, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01047, over 23.00 utterances.], tot_loss[loss=0.1437, over 1465400.33 frames. utt_duration=1277 frames, utt_pad_proportion=0.05292, over 4595.12 utterances.], batch size: 23, lr: 1.15e-03 2022-11-23 00:46:29,018 INFO [train.py:818] (3/4) Epoch 4, batch 3200, loss[loss=0.1216, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01031, over 17.00 utterances.], tot_loss[loss=0.1428, over 1466065.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05098, over 4566.40 utterances.], batch size: 17, lr: 1.15e-03 2022-11-23 00:47:05,387 INFO [train.py:818] (3/4) Epoch 4, batch 3250, loss[loss=0.1689, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006713, over 19.00 utterances.], tot_loss[loss=0.1425, over 1466040.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.05068, over 4569.41 utterances.], batch size: 19, lr: 1.15e-03 2022-11-23 00:47:42,115 INFO [train.py:818] (3/4) Epoch 4, batch 3300, loss[loss=0.17, over 7262.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03974, over 27.00 utterances.], tot_loss[loss=0.1413, over 1465292.18 frames. utt_duration=1289 frames, utt_pad_proportion=0.04907, over 4554.04 utterances.], batch size: 27, lr: 1.15e-03 2022-11-23 00:48:19,360 INFO [train.py:818] (3/4) Epoch 4, batch 3350, loss[loss=0.1399, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.1414, over 1464758.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.0521, over 4577.30 utterances.], batch size: 20, lr: 1.15e-03 2022-11-23 00:48:55,609 INFO [train.py:818] (3/4) Epoch 4, batch 3400, loss[loss=0.1266, over 7239.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.05021, over 16.00 utterances.], tot_loss[loss=0.1432, over 1465026.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05736, over 4661.36 utterances.], batch size: 16, lr: 1.15e-03 2022-11-23 00:49:31,514 INFO [train.py:818] (3/4) Epoch 4, batch 3450, loss[loss=0.09169, over 7297.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00582, over 20.00 utterances.], tot_loss[loss=0.1437, over 1465675.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.04964, over 4590.42 utterances.], batch size: 20, lr: 1.15e-03 2022-11-23 00:50:07,735 INFO [train.py:818] (3/4) Epoch 4, batch 3500, loss[loss=0.1334, over 7370.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007398, over 21.00 utterances.], tot_loss[loss=0.144, over 1465779.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04429, over 4553.00 utterances.], batch size: 21, lr: 1.15e-03 2022-11-23 00:50:44,635 INFO [train.py:818] (3/4) Epoch 4, batch 3550, loss[loss=0.1435, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00706, over 19.00 utterances.], tot_loss[loss=0.1427, over 1464542.71 frames. utt_duration=1265 frames, utt_pad_proportion=0.05328, over 4635.39 utterances.], batch size: 19, lr: 1.15e-03 2022-11-23 00:51:21,885 INFO [train.py:818] (3/4) Epoch 4, batch 3600, loss[loss=0.1389, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008299, over 18.00 utterances.], tot_loss[loss=0.1429, over 1465060.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.0543, over 4654.96 utterances.], batch size: 18, lr: 1.15e-03 2022-11-23 00:51:58,440 INFO [train.py:818] (3/4) Epoch 4, batch 3650, loss[loss=0.154, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006941, over 21.00 utterances.], tot_loss[loss=0.1438, over 1464612.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.05736, over 4688.15 utterances.], batch size: 21, lr: 1.14e-03 2022-11-23 00:52:33,492 INFO [train.py:818] (3/4) Epoch 4, batch 3700, loss[loss=0.12, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007466, over 22.00 utterances.], tot_loss[loss=0.1448, over 1463433.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.04999, over 4601.08 utterances.], batch size: 22, lr: 1.14e-03 2022-11-23 00:53:09,671 INFO [train.py:818] (3/4) Epoch 4, batch 3750, loss[loss=0.09449, over 7480.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006073, over 19.00 utterances.], tot_loss[loss=0.1431, over 1463987.09 frames. utt_duration=1298 frames, utt_pad_proportion=0.04273, over 4515.24 utterances.], batch size: 19, lr: 1.14e-03 2022-11-23 00:53:45,897 INFO [train.py:818] (3/4) Epoch 4, batch 3800, loss[loss=0.1285, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007221, over 19.00 utterances.], tot_loss[loss=0.1428, over 1465201.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.0502, over 4592.47 utterances.], batch size: 19, lr: 1.14e-03 2022-11-23 00:54:22,500 INFO [train.py:818] (3/4) Epoch 4, batch 3850, loss[loss=0.1493, over 7325.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01172, over 23.00 utterances.], tot_loss[loss=0.1402, over 1464621.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.04765, over 4553.76 utterances.], batch size: 23, lr: 1.14e-03 2022-11-23 00:54:58,753 INFO [train.py:818] (3/4) Epoch 4, batch 3900, loss[loss=0.1154, over 7180.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.00677, over 17.00 utterances.], tot_loss[loss=0.1409, over 1464533.62 frames. utt_duration=1310 frames, utt_pad_proportion=0.04131, over 4475.53 utterances.], batch size: 17, lr: 1.14e-03 2022-11-23 00:55:35,341 INFO [train.py:818] (3/4) Epoch 4, batch 3950, loss[loss=0.1305, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005901, over 21.00 utterances.], tot_loss[loss=0.141, over 1466075.19 frames. utt_duration=1318 frames, utt_pad_proportion=0.03741, over 4454.68 utterances.], batch size: 21, lr: 1.14e-03 2022-11-23 00:56:11,181 INFO [train.py:818] (3/4) Epoch 4, batch 4000, loss[loss=0.1576, over 7297.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.02581, over 16.00 utterances.], tot_loss[loss=0.1407, over 1465576.29 frames. utt_duration=1314 frames, utt_pad_proportion=0.03901, over 4467.31 utterances.], batch size: 16, lr: 1.14e-03 2022-11-23 00:56:48,870 INFO [train.py:818] (3/4) Epoch 4, batch 4050, loss[loss=0.15, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.0075, over 23.00 utterances.], tot_loss[loss=0.1432, over 1464309.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.05413, over 4624.05 utterances.], batch size: 23, lr: 1.14e-03 2022-11-23 00:57:26,573 INFO [train.py:818] (3/4) Epoch 4, batch 4100, loss[loss=0.1497, over 7314.00 frames. utt_duration=1332 frames, utt_pad_proportion=0.005431, over 22.00 utterances.], tot_loss[loss=0.1454, over 1464767.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.0657, over 4762.47 utterances.], batch size: 22, lr: 1.14e-03 2022-11-23 00:58:02,120 INFO [train.py:818] (3/4) Epoch 4, batch 4150, loss[loss=0.2271, over 7349.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.00916, over 23.00 utterances.], tot_loss[loss=0.1485, over 1465365.93 frames. utt_duration=1235 frames, utt_pad_proportion=0.06216, over 4753.57 utterances.], batch size: 23, lr: 1.14e-03 2022-11-23 00:58:40,128 INFO [train.py:818] (3/4) Epoch 4, batch 4200, loss[loss=0.1809, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008042, over 22.00 utterances.], tot_loss[loss=0.1508, over 1465921.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.05978, over 4716.21 utterances.], batch size: 22, lr: 1.13e-03 2022-11-23 00:59:18,474 INFO [train.py:818] (3/4) Epoch 4, batch 4250, loss[loss=0.2003, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006271, over 20.00 utterances.], tot_loss[loss=0.1521, over 1465183.82 frames. utt_duration=1254 frames, utt_pad_proportion=0.06172, over 4678.23 utterances.], batch size: 20, lr: 1.13e-03 2022-11-23 00:59:56,470 INFO [train.py:818] (3/4) Epoch 4, batch 4300, loss[loss=0.1496, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005489, over 18.00 utterances.], tot_loss[loss=0.154, over 1464368.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.06196, over 4647.89 utterances.], batch size: 18, lr: 1.13e-03 2022-11-23 01:00:33,755 INFO [train.py:818] (3/4) Epoch 4, batch 4350, loss[loss=0.1163, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008125, over 18.00 utterances.], tot_loss[loss=0.1605, over 1464349.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06713, over 4750.20 utterances.], batch size: 18, lr: 1.13e-03 2022-11-23 01:01:09,891 INFO [train.py:818] (3/4) Epoch 4, batch 4400, loss[loss=0.2108, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006794, over 22.00 utterances.], tot_loss[loss=0.1646, over 1465336.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06637, over 4777.86 utterances.], batch size: 22, lr: 1.13e-03 2022-11-23 01:01:47,193 INFO [train.py:818] (3/4) Epoch 4, batch 4450, loss[loss=0.1824, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007754, over 22.00 utterances.], tot_loss[loss=0.1699, over 1465963.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06788, over 4808.89 utterances.], batch size: 22, lr: 1.13e-03 2022-11-23 01:02:24,762 INFO [train.py:818] (3/4) Epoch 4, batch 4500, loss[loss=0.1816, over 7298.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009925, over 18.00 utterances.], tot_loss[loss=0.1724, over 1465697.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.06701, over 4821.80 utterances.], batch size: 18, lr: 1.13e-03 2022-11-23 01:03:01,418 INFO [train.py:818] (3/4) Epoch 4, batch 4550, loss[loss=0.1783, over 7182.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007455, over 22.00 utterances.], tot_loss[loss=0.1738, over 1465239.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.05752, over 4701.83 utterances.], batch size: 22, lr: 1.13e-03 2022-11-23 01:03:40,034 INFO [train.py:818] (3/4) Epoch 4, batch 4600, loss[loss=0.1668, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00528, over 21.00 utterances.], tot_loss[loss=0.1752, over 1464127.79 frames. utt_duration=1240 frames, utt_pad_proportion=0.06277, over 4727.23 utterances.], batch size: 21, lr: 1.13e-03 2022-11-23 01:04:16,740 INFO [train.py:818] (3/4) Epoch 4, batch 4650, loss[loss=0.1966, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02426, over 25.00 utterances.], tot_loss[loss=0.177, over 1465038.66 frames. utt_duration=1227 frames, utt_pad_proportion=0.06464, over 4781.85 utterances.], batch size: 25, lr: 1.13e-03 2022-11-23 01:04:52,241 INFO [train.py:818] (3/4) Epoch 4, batch 4700, loss[loss=0.2146, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01056, over 23.00 utterances.], tot_loss[loss=0.1791, over 1465768.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05531, over 4658.04 utterances.], batch size: 23, lr: 1.13e-03 2022-11-23 01:05:28,679 INFO [train.py:818] (3/4) Epoch 4, batch 4750, loss[loss=0.1904, over 7205.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01847, over 24.00 utterances.], tot_loss[loss=0.178, over 1463980.26 frames. utt_duration=1298 frames, utt_pad_proportion=0.04687, over 4518.08 utterances.], batch size: 24, lr: 1.12e-03 2022-11-23 01:06:05,810 INFO [train.py:818] (3/4) Epoch 4, batch 4800, loss[loss=0.1409, over 7407.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007659, over 22.00 utterances.], tot_loss[loss=0.179, over 1464600.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.04885, over 4570.25 utterances.], batch size: 22, lr: 1.12e-03 2022-11-23 01:06:42,450 INFO [train.py:818] (3/4) Epoch 4, batch 4850, loss[loss=0.2167, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00662, over 20.00 utterances.], tot_loss[loss=0.1823, over 1465063.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.05734, over 4652.41 utterances.], batch size: 20, lr: 1.12e-03 2022-11-23 01:07:19,984 INFO [train.py:818] (3/4) Epoch 4, batch 4900, loss[loss=0.1856, over 7471.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01381, over 24.00 utterances.], tot_loss[loss=0.1799, over 1465597.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.0491, over 4576.24 utterances.], batch size: 24, lr: 1.12e-03 2022-11-23 01:07:56,102 INFO [train.py:818] (3/4) Epoch 4, batch 4950, loss[loss=0.2012, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006015, over 21.00 utterances.], tot_loss[loss=0.1793, over 1466011.16 frames. utt_duration=1278 frames, utt_pad_proportion=0.05067, over 4592.68 utterances.], batch size: 21, lr: 1.12e-03 2022-11-23 01:08:32,636 INFO [train.py:818] (3/4) Epoch 4, batch 5000, loss[loss=0.1461, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01099, over 23.00 utterances.], tot_loss[loss=0.1787, over 1467066.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05663, over 4676.26 utterances.], batch size: 23, lr: 1.12e-03 2022-11-23 01:09:09,661 INFO [train.py:818] (3/4) Epoch 4, batch 5050, loss[loss=0.1203, over 7427.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.00847, over 18.00 utterances.], tot_loss[loss=0.1796, over 1466719.41 frames. utt_duration=1250 frames, utt_pad_proportion=0.05853, over 4699.28 utterances.], batch size: 18, lr: 1.12e-03 2022-11-23 01:09:46,395 INFO [train.py:818] (3/4) Epoch 4, batch 5100, loss[loss=0.2032, over 7293.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03403, over 27.00 utterances.], tot_loss[loss=0.1818, over 1467224.14 frames. utt_duration=1260 frames, utt_pad_proportion=0.05487, over 4661.88 utterances.], batch size: 27, lr: 1.12e-03 2022-11-23 01:10:24,297 INFO [train.py:818] (3/4) Epoch 4, batch 5150, loss[loss=0.2177, over 7244.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01424, over 24.00 utterances.], tot_loss[loss=0.1825, over 1466213.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.05978, over 4722.58 utterances.], batch size: 24, lr: 1.12e-03 2022-11-23 01:11:00,998 INFO [train.py:818] (3/4) Epoch 4, batch 5200, loss[loss=0.1591, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008413, over 17.00 utterances.], tot_loss[loss=0.1821, over 1467222.38 frames. utt_duration=1243 frames, utt_pad_proportion=0.05763, over 4726.57 utterances.], batch size: 17, lr: 1.12e-03 2022-11-23 01:11:37,278 INFO [train.py:818] (3/4) Epoch 4, batch 5250, loss[loss=0.2011, over 7251.00 frames. utt_duration=968 frames, utt_pad_proportion=0.06296, over 30.00 utterances.], tot_loss[loss=0.1829, over 1466710.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06193, over 4753.04 utterances.], batch size: 30, lr: 1.12e-03 2022-11-23 01:12:14,501 INFO [train.py:818] (3/4) Epoch 4, batch 5300, loss[loss=0.1983, over 7285.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006505, over 20.00 utterances.], tot_loss[loss=0.1821, over 1467135.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05819, over 4698.20 utterances.], batch size: 20, lr: 1.12e-03 2022-11-23 01:13:01,745 INFO [train.py:818] (3/4) Epoch 4, batch 5350, loss[loss=0.1672, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009107, over 18.00 utterances.], tot_loss[loss=0.1815, over 1466306.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05393, over 4646.46 utterances.], batch size: 18, lr: 1.11e-03 2022-11-23 01:13:38,218 INFO [train.py:818] (3/4) Epoch 4, batch 5400, loss[loss=0.2174, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008409, over 18.00 utterances.], tot_loss[loss=0.1811, over 1465894.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.04788, over 4570.73 utterances.], batch size: 18, lr: 1.11e-03 2022-11-23 01:14:16,946 INFO [train.py:818] (3/4) Epoch 4, batch 5450, loss[loss=0.1925, over 7278.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.08925, over 16.00 utterances.], tot_loss[loss=0.1819, over 1465187.98 frames. utt_duration=1284 frames, utt_pad_proportion=0.04765, over 4568.23 utterances.], batch size: 16, lr: 1.11e-03 2022-11-23 01:14:53,210 INFO [train.py:818] (3/4) Epoch 4, batch 5500, loss[loss=0.2861, over 7371.00 frames. utt_duration=411 frames, utt_pad_proportion=0.3558, over 72.00 utterances.], tot_loss[loss=0.1808, over 1465317.11 frames. utt_duration=1276 frames, utt_pad_proportion=0.05209, over 4599.46 utterances.], batch size: 72, lr: 1.11e-03 2022-11-23 01:15:29,872 INFO [train.py:818] (3/4) Epoch 4, batch 5550, loss[loss=0.1282, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005484, over 20.00 utterances.], tot_loss[loss=0.1823, over 1465371.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.07046, over 4824.26 utterances.], batch size: 20, lr: 1.11e-03 2022-11-23 01:16:07,717 INFO [train.py:818] (3/4) Epoch 4, batch 5600, loss[loss=0.2492, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02193, over 25.00 utterances.], tot_loss[loss=0.1844, over 1466769.43 frames. utt_duration=1193 frames, utt_pad_proportion=0.07575, over 4923.74 utterances.], batch size: 25, lr: 1.11e-03 2022-11-23 01:16:44,741 INFO [train.py:818] (3/4) Epoch 4, batch 5650, loss[loss=0.1215, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009581, over 18.00 utterances.], tot_loss[loss=0.181, over 1466637.76 frames. utt_duration=1216 frames, utt_pad_proportion=0.06989, over 4831.41 utterances.], batch size: 18, lr: 1.11e-03 2022-11-23 01:17:22,532 INFO [train.py:818] (3/4) Epoch 4, batch 5700, loss[loss=0.1284, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009381, over 22.00 utterances.], tot_loss[loss=0.179, over 1465673.25 frames. utt_duration=1196 frames, utt_pad_proportion=0.0782, over 4909.87 utterances.], batch size: 22, lr: 1.11e-03 2022-11-23 01:17:59,498 INFO [train.py:818] (3/4) Epoch 4, batch 5750, loss[loss=0.2041, over 7244.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.0414, over 27.00 utterances.], tot_loss[loss=0.1805, over 1466144.22 frames. utt_duration=1172 frames, utt_pad_proportion=0.08168, over 5010.66 utterances.], batch size: 27, lr: 1.11e-03 2022-11-23 01:18:35,705 INFO [train.py:818] (3/4) Epoch 4, batch 5800, loss[loss=0.2108, over 7430.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.07032, over 31.00 utterances.], tot_loss[loss=0.1811, over 1466322.75 frames. utt_duration=1195 frames, utt_pad_proportion=0.07252, over 4914.92 utterances.], batch size: 31, lr: 1.11e-03 2022-11-23 01:19:13,322 INFO [train.py:818] (3/4) Epoch 4, batch 5850, loss[loss=0.2336, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.009023, over 22.00 utterances.], tot_loss[loss=0.1824, over 1465032.15 frames. utt_duration=1188 frames, utt_pad_proportion=0.07497, over 4940.63 utterances.], batch size: 22, lr: 1.11e-03 2022-11-23 01:19:49,852 INFO [train.py:818] (3/4) Epoch 4, batch 5900, loss[loss=0.2172, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005649, over 21.00 utterances.], tot_loss[loss=0.1812, over 1464545.81 frames. utt_duration=1217 frames, utt_pad_proportion=0.06756, over 4820.93 utterances.], batch size: 21, lr: 1.10e-03 2022-11-23 01:20:26,798 INFO [train.py:818] (3/4) Epoch 4, batch 5950, loss[loss=0.1531, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.00976, over 17.00 utterances.], tot_loss[loss=0.1814, over 1464894.87 frames. utt_duration=1213 frames, utt_pad_proportion=0.06873, over 4835.34 utterances.], batch size: 17, lr: 1.10e-03 2022-11-23 01:21:04,416 INFO [train.py:818] (3/4) Epoch 4, batch 6000, loss[loss=0.1848, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005833, over 19.00 utterances.], tot_loss[loss=0.1809, over 1465006.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.06619, over 4822.74 utterances.], batch size: 19, lr: 1.10e-03 2022-11-23 01:21:04,417 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 01:21:24,814 INFO [train.py:847] (3/4) Epoch 4, validation: loss=0.07477, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 01:22:00,771 INFO [train.py:818] (3/4) Epoch 4, batch 6050, loss[loss=0.1913, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006014, over 18.00 utterances.], tot_loss[loss=0.1836, over 1465020.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06888, over 4844.78 utterances.], batch size: 18, lr: 1.10e-03 2022-11-23 01:22:38,656 INFO [train.py:818] (3/4) Epoch 4, batch 6100, loss[loss=0.1547, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009001, over 22.00 utterances.], tot_loss[loss=0.1846, over 1465392.89 frames. utt_duration=1175 frames, utt_pad_proportion=0.07853, over 4992.87 utterances.], batch size: 22, lr: 1.10e-03 2022-11-23 01:23:15,846 INFO [train.py:818] (3/4) Epoch 4, batch 6150, loss[loss=0.2035, over 7457.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01579, over 24.00 utterances.], tot_loss[loss=0.1822, over 1465927.62 frames. utt_duration=1193 frames, utt_pad_proportion=0.07563, over 4921.59 utterances.], batch size: 24, lr: 1.10e-03 2022-11-23 01:23:52,915 INFO [train.py:818] (3/4) Epoch 4, batch 6200, loss[loss=0.1637, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008193, over 18.00 utterances.], tot_loss[loss=0.1813, over 1465755.87 frames. utt_duration=1198 frames, utt_pad_proportion=0.07314, over 4898.72 utterances.], batch size: 18, lr: 1.10e-03 2022-11-23 01:24:30,442 INFO [train.py:818] (3/4) Epoch 4, batch 6250, loss[loss=0.2178, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005884, over 20.00 utterances.], tot_loss[loss=0.1807, over 1465531.93 frames. utt_duration=1221 frames, utt_pad_proportion=0.06554, over 4805.29 utterances.], batch size: 20, lr: 1.10e-03 2022-11-23 01:25:07,238 INFO [train.py:818] (3/4) Epoch 4, batch 6300, loss[loss=0.1298, over 7266.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.06167, over 30.00 utterances.], tot_loss[loss=0.1793, over 1464407.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.0649, over 4758.28 utterances.], batch size: 30, lr: 1.10e-03 2022-11-23 01:25:45,665 INFO [train.py:818] (3/4) Epoch 4, batch 6350, loss[loss=0.1415, over 7308.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.003983, over 19.00 utterances.], tot_loss[loss=0.1789, over 1463888.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.06241, over 4705.30 utterances.], batch size: 19, lr: 1.10e-03 2022-11-23 01:26:23,195 INFO [train.py:818] (3/4) Epoch 4, batch 6400, loss[loss=0.1405, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007183, over 21.00 utterances.], tot_loss[loss=0.1794, over 1465192.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06669, over 4771.50 utterances.], batch size: 21, lr: 1.10e-03 2022-11-23 01:27:00,332 INFO [train.py:818] (3/4) Epoch 4, batch 6450, loss[loss=0.2132, over 7422.00 frames. utt_duration=1651 frames, utt_pad_proportion=0.008837, over 18.00 utterances.], tot_loss[loss=0.1782, over 1465769.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06663, over 4782.41 utterances.], batch size: 18, lr: 1.10e-03 2022-11-23 01:27:37,487 INFO [train.py:818] (3/4) Epoch 4, batch 6500, loss[loss=0.1208, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009095, over 17.00 utterances.], tot_loss[loss=0.1782, over 1464825.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06488, over 4742.42 utterances.], batch size: 17, lr: 1.10e-03 2022-11-23 01:28:15,544 INFO [train.py:818] (3/4) Epoch 4, batch 6550, loss[loss=0.1255, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00579, over 20.00 utterances.], tot_loss[loss=0.179, over 1464754.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06703, over 4821.24 utterances.], batch size: 20, lr: 1.09e-03 2022-11-23 01:28:51,277 INFO [train.py:818] (3/4) Epoch 4, batch 6600, loss[loss=0.176, over 7153.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01085, over 17.00 utterances.], tot_loss[loss=0.1794, over 1465078.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06439, over 4783.71 utterances.], batch size: 17, lr: 1.09e-03 2022-11-23 01:29:29,830 INFO [train.py:818] (3/4) Epoch 4, batch 6650, loss[loss=0.2054, over 7342.00 frames. utt_duration=754.6 frames, utt_pad_proportion=0.1367, over 39.00 utterances.], tot_loss[loss=0.1792, over 1464905.10 frames. utt_duration=1206 frames, utt_pad_proportion=0.06691, over 4865.86 utterances.], batch size: 39, lr: 1.09e-03 2022-11-23 01:30:06,997 INFO [train.py:818] (3/4) Epoch 4, batch 6700, loss[loss=0.1321, over 7319.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007755, over 17.00 utterances.], tot_loss[loss=0.1779, over 1465890.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.0587, over 4768.41 utterances.], batch size: 17, lr: 1.09e-03 2022-11-23 01:30:45,321 INFO [train.py:818] (3/4) Epoch 4, batch 6750, loss[loss=0.1285, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005825, over 19.00 utterances.], tot_loss[loss=0.1784, over 1466763.70 frames. utt_duration=1204 frames, utt_pad_proportion=0.07016, over 4879.52 utterances.], batch size: 19, lr: 1.09e-03 2022-11-23 01:31:21,716 INFO [train.py:818] (3/4) Epoch 4, batch 6800, loss[loss=0.1421, over 7296.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005177, over 21.00 utterances.], tot_loss[loss=0.1778, over 1466880.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.0716, over 4887.45 utterances.], batch size: 21, lr: 1.09e-03 2022-11-23 01:31:58,055 INFO [train.py:818] (3/4) Epoch 4, batch 6850, loss[loss=0.2072, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.00786, over 18.00 utterances.], tot_loss[loss=0.1771, over 1466419.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.0651, over 4808.42 utterances.], batch size: 18, lr: 1.09e-03 2022-11-23 01:32:35,463 INFO [train.py:818] (3/4) Epoch 4, batch 6900, loss[loss=0.1473, over 7298.00 frames. utt_duration=769.9 frames, utt_pad_proportion=0.1181, over 38.00 utterances.], tot_loss[loss=0.1757, over 1465449.20 frames. utt_duration=1214 frames, utt_pad_proportion=0.06807, over 4833.56 utterances.], batch size: 38, lr: 1.09e-03 2022-11-23 01:33:12,249 INFO [train.py:818] (3/4) Epoch 4, batch 6950, loss[loss=0.1646, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009415, over 22.00 utterances.], tot_loss[loss=0.1743, over 1465379.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06761, over 4807.19 utterances.], batch size: 22, lr: 1.09e-03 2022-11-23 01:33:49,317 INFO [train.py:818] (3/4) Epoch 4, batch 7000, loss[loss=0.1802, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.005848, over 22.00 utterances.], tot_loss[loss=0.1752, over 1465592.72 frames. utt_duration=1238 frames, utt_pad_proportion=0.06123, over 4739.63 utterances.], batch size: 22, lr: 1.09e-03 2022-11-23 01:34:27,952 INFO [train.py:818] (3/4) Epoch 4, batch 7050, loss[loss=0.1238, over 7447.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007423, over 18.00 utterances.], tot_loss[loss=0.18, over 1466046.79 frames. utt_duration=1166 frames, utt_pad_proportion=0.08379, over 5037.48 utterances.], batch size: 18, lr: 1.09e-03 2022-11-23 01:35:05,528 INFO [train.py:818] (3/4) Epoch 4, batch 7100, loss[loss=0.2666, over 7320.00 frames. utt_duration=391.9 frames, utt_pad_proportion=0.3895, over 75.00 utterances.], tot_loss[loss=0.1784, over 1465702.05 frames. utt_duration=1143 frames, utt_pad_proportion=0.09331, over 5136.77 utterances.], batch size: 75, lr: 1.09e-03 2022-11-23 01:35:42,522 INFO [train.py:818] (3/4) Epoch 4, batch 7150, loss[loss=0.2211, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004652, over 21.00 utterances.], tot_loss[loss=0.1757, over 1466465.53 frames. utt_duration=1199 frames, utt_pad_proportion=0.07855, over 4899.82 utterances.], batch size: 21, lr: 1.08e-03 2022-11-23 01:36:20,017 INFO [train.py:818] (3/4) Epoch 4, batch 7200, loss[loss=0.2464, over 7373.00 frames. utt_duration=429 frames, utt_pad_proportion=0.3296, over 69.00 utterances.], tot_loss[loss=0.1753, over 1465452.04 frames. utt_duration=1205 frames, utt_pad_proportion=0.07734, over 4869.71 utterances.], batch size: 69, lr: 1.08e-03 2022-11-23 01:36:57,249 INFO [train.py:818] (3/4) Epoch 4, batch 7250, loss[loss=0.1736, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005818, over 19.00 utterances.], tot_loss[loss=0.1749, over 1465736.64 frames. utt_duration=1203 frames, utt_pad_proportion=0.07721, over 4879.46 utterances.], batch size: 19, lr: 1.08e-03 2022-11-23 01:37:34,920 INFO [train.py:818] (3/4) Epoch 4, batch 7300, loss[loss=0.1449, over 7171.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007017, over 22.00 utterances.], tot_loss[loss=0.1733, over 1464440.19 frames. utt_duration=1198 frames, utt_pad_proportion=0.08264, over 4895.90 utterances.], batch size: 22, lr: 1.08e-03 2022-11-23 01:38:11,915 INFO [train.py:818] (3/4) Epoch 4, batch 7350, loss[loss=0.157, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.1746, over 1464730.95 frames. utt_duration=1211 frames, utt_pad_proportion=0.07483, over 4843.56 utterances.], batch size: 19, lr: 1.08e-03 2022-11-23 01:38:49,058 INFO [train.py:818] (3/4) Epoch 4, batch 7400, loss[loss=0.2148, over 7376.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.00646, over 20.00 utterances.], tot_loss[loss=0.1761, over 1465169.29 frames. utt_duration=1214 frames, utt_pad_proportion=0.07142, over 4833.30 utterances.], batch size: 20, lr: 1.08e-03 2022-11-23 01:39:26,817 INFO [train.py:818] (3/4) Epoch 4, batch 7450, loss[loss=0.1385, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006143, over 19.00 utterances.], tot_loss[loss=0.1743, over 1464991.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06448, over 4736.55 utterances.], batch size: 19, lr: 1.08e-03 2022-11-23 01:40:04,457 INFO [train.py:818] (3/4) Epoch 4, batch 7500, loss[loss=0.1612, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007392, over 22.00 utterances.], tot_loss[loss=0.175, over 1465348.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.06907, over 4813.11 utterances.], batch size: 22, lr: 1.08e-03 2022-11-23 01:40:41,234 INFO [train.py:818] (3/4) Epoch 4, batch 7550, loss[loss=0.1363, over 7446.00 frames. utt_duration=962.3 frames, utt_pad_proportion=0.06571, over 31.00 utterances.], tot_loss[loss=0.1749, over 1466220.94 frames. utt_duration=1215 frames, utt_pad_proportion=0.06844, over 4833.80 utterances.], batch size: 31, lr: 1.08e-03 2022-11-23 01:41:18,215 INFO [train.py:818] (3/4) Epoch 4, batch 7600, loss[loss=0.1759, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005658, over 20.00 utterances.], tot_loss[loss=0.1745, over 1466950.65 frames. utt_duration=1218 frames, utt_pad_proportion=0.0668, over 4821.54 utterances.], batch size: 20, lr: 1.08e-03 2022-11-23 01:41:56,155 INFO [train.py:818] (3/4) Epoch 4, batch 7650, loss[loss=0.1735, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 21.00 utterances.], tot_loss[loss=0.1765, over 1466972.96 frames. utt_duration=1195 frames, utt_pad_proportion=0.0751, over 4918.57 utterances.], batch size: 21, lr: 1.08e-03 2022-11-23 01:42:34,466 INFO [train.py:818] (3/4) Epoch 4, batch 7700, loss[loss=0.198, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02278, over 26.00 utterances.], tot_loss[loss=0.1759, over 1467321.40 frames. utt_duration=1219 frames, utt_pad_proportion=0.06778, over 4820.96 utterances.], batch size: 26, lr: 1.08e-03 2022-11-23 01:43:11,744 INFO [train.py:818] (3/4) Epoch 4, batch 7750, loss[loss=0.1347, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01652, over 24.00 utterances.], tot_loss[loss=0.1746, over 1466739.38 frames. utt_duration=1236 frames, utt_pad_proportion=0.06177, over 4752.13 utterances.], batch size: 24, lr: 1.08e-03 2022-11-23 01:43:49,144 INFO [train.py:818] (3/4) Epoch 4, batch 7800, loss[loss=0.1189, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007168, over 18.00 utterances.], tot_loss[loss=0.1749, over 1467154.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.07348, over 4864.84 utterances.], batch size: 18, lr: 1.07e-03 2022-11-23 01:44:26,169 INFO [train.py:818] (3/4) Epoch 4, batch 7850, loss[loss=0.1877, over 7421.00 frames. utt_duration=744 frames, utt_pad_proportion=0.1545, over 40.00 utterances.], tot_loss[loss=0.1739, over 1466878.67 frames. utt_duration=1228 frames, utt_pad_proportion=0.06585, over 4783.18 utterances.], batch size: 40, lr: 1.07e-03 2022-11-23 01:45:02,679 INFO [train.py:818] (3/4) Epoch 4, batch 7900, loss[loss=0.211, over 7328.00 frames. utt_duration=946.9 frames, utt_pad_proportion=0.07435, over 31.00 utterances.], tot_loss[loss=0.1731, over 1466841.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06379, over 4764.49 utterances.], batch size: 31, lr: 1.07e-03 2022-11-23 01:45:39,510 INFO [train.py:818] (3/4) Epoch 4, batch 7950, loss[loss=0.1847, over 7204.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02338, over 25.00 utterances.], tot_loss[loss=0.1749, over 1467028.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.06383, over 4759.39 utterances.], batch size: 25, lr: 1.07e-03 2022-11-23 01:46:16,961 INFO [train.py:818] (3/4) Epoch 4, batch 8000, loss[loss=0.1732, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005342, over 20.00 utterances.], tot_loss[loss=0.1748, over 1466617.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06441, over 4777.66 utterances.], batch size: 20, lr: 1.07e-03 2022-11-23 01:46:54,936 INFO [train.py:818] (3/4) Epoch 4, batch 8050, loss[loss=0.1571, over 7280.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.03916, over 16.00 utterances.], tot_loss[loss=0.1741, over 1466457.28 frames. utt_duration=1224 frames, utt_pad_proportion=0.06312, over 4798.70 utterances.], batch size: 16, lr: 1.07e-03 2022-11-23 01:47:31,467 INFO [train.py:818] (3/4) Epoch 4, batch 8100, loss[loss=0.1242, over 7466.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.007901, over 17.00 utterances.], tot_loss[loss=0.1726, over 1465029.66 frames. utt_duration=1222 frames, utt_pad_proportion=0.06672, over 4799.70 utterances.], batch size: 17, lr: 1.07e-03 2022-11-23 01:48:08,760 INFO [train.py:818] (3/4) Epoch 4, batch 8150, loss[loss=0.2068, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005721, over 18.00 utterances.], tot_loss[loss=0.1724, over 1465048.01 frames. utt_duration=1204 frames, utt_pad_proportion=0.07169, over 4872.01 utterances.], batch size: 18, lr: 1.07e-03 2022-11-23 01:48:45,688 INFO [train.py:818] (3/4) Epoch 4, batch 8200, loss[loss=0.2005, over 7229.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01861, over 25.00 utterances.], tot_loss[loss=0.1725, over 1465252.06 frames. utt_duration=1216 frames, utt_pad_proportion=0.06969, over 4826.65 utterances.], batch size: 25, lr: 1.07e-03 2022-11-23 01:49:22,540 INFO [train.py:818] (3/4) Epoch 4, batch 8250, loss[loss=0.1442, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009348, over 18.00 utterances.], tot_loss[loss=0.1738, over 1465965.51 frames. utt_duration=1191 frames, utt_pad_proportion=0.07439, over 4931.62 utterances.], batch size: 18, lr: 1.07e-03 2022-11-23 01:49:58,775 INFO [train.py:818] (3/4) Epoch 4, batch 8300, loss[loss=0.1159, over 7285.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006673, over 19.00 utterances.], tot_loss[loss=0.1733, over 1465023.11 frames. utt_duration=1201 frames, utt_pad_proportion=0.06948, over 4887.07 utterances.], batch size: 19, lr: 1.07e-03 2022-11-23 01:50:36,119 INFO [train.py:818] (3/4) Epoch 4, batch 8350, loss[loss=0.2052, over 7194.00 frames. utt_duration=1310 frames, utt_pad_proportion=0.006449, over 22.00 utterances.], tot_loss[loss=0.1716, over 1464884.25 frames. utt_duration=1223 frames, utt_pad_proportion=0.06404, over 4798.95 utterances.], batch size: 22, lr: 1.07e-03 2022-11-23 01:51:13,300 INFO [train.py:818] (3/4) Epoch 4, batch 8400, loss[loss=0.2775, over 7437.00 frames. utt_duration=426.3 frames, utt_pad_proportion=0.3201, over 70.00 utterances.], tot_loss[loss=0.1715, over 1465020.06 frames. utt_duration=1204 frames, utt_pad_proportion=0.07138, over 4873.29 utterances.], batch size: 70, lr: 1.07e-03 2022-11-23 01:51:50,473 INFO [train.py:818] (3/4) Epoch 4, batch 8450, loss[loss=0.1984, over 7333.00 frames. utt_duration=773.4 frames, utt_pad_proportion=0.1201, over 38.00 utterances.], tot_loss[loss=0.1719, over 1464042.86 frames. utt_duration=1236 frames, utt_pad_proportion=0.06162, over 4744.99 utterances.], batch size: 38, lr: 1.06e-03 2022-11-23 01:52:27,811 INFO [train.py:818] (3/4) Epoch 4, batch 8500, loss[loss=0.1362, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01435, over 24.00 utterances.], tot_loss[loss=0.173, over 1463637.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.06681, over 4801.17 utterances.], batch size: 24, lr: 1.06e-03 2022-11-23 01:53:06,142 INFO [train.py:818] (3/4) Epoch 4, batch 8550, loss[loss=0.163, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.00419, over 21.00 utterances.], tot_loss[loss=0.1731, over 1463682.41 frames. utt_duration=1224 frames, utt_pad_proportion=0.0678, over 4790.59 utterances.], batch size: 21, lr: 1.06e-03 2022-11-23 01:53:43,186 INFO [train.py:818] (3/4) Epoch 4, batch 8600, loss[loss=0.1787, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006063, over 20.00 utterances.], tot_loss[loss=0.1737, over 1464762.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06985, over 4836.92 utterances.], batch size: 20, lr: 1.06e-03 2022-11-23 01:54:20,402 INFO [train.py:818] (3/4) Epoch 4, batch 8650, loss[loss=0.1116, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01421, over 24.00 utterances.], tot_loss[loss=0.1712, over 1464978.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06714, over 4799.70 utterances.], batch size: 24, lr: 1.06e-03 2022-11-23 01:54:56,509 INFO [train.py:818] (3/4) Epoch 4, batch 8700, loss[loss=0.2349, over 7421.00 frames. utt_duration=444.8 frames, utt_pad_proportion=0.2996, over 67.00 utterances.], tot_loss[loss=0.173, over 1465522.72 frames. utt_duration=1196 frames, utt_pad_proportion=0.07578, over 4907.86 utterances.], batch size: 67, lr: 1.06e-03 2022-11-23 01:55:33,240 INFO [train.py:818] (3/4) Epoch 4, batch 8750, loss[loss=0.1842, over 7353.00 frames. utt_duration=950.2 frames, utt_pad_proportion=0.07659, over 31.00 utterances.], tot_loss[loss=0.1731, over 1465182.09 frames. utt_duration=1204 frames, utt_pad_proportion=0.07062, over 4874.50 utterances.], batch size: 31, lr: 1.06e-03 2022-11-23 01:56:08,997 INFO [train.py:818] (3/4) Epoch 4, batch 8800, loss[loss=0.2202, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005241, over 20.00 utterances.], tot_loss[loss=0.1731, over 1464667.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.07326, over 4903.75 utterances.], batch size: 20, lr: 1.06e-03 2022-11-23 01:56:45,832 INFO [train.py:818] (3/4) Epoch 4, batch 8850, loss[loss=0.2452, over 7474.00 frames. utt_duration=416.8 frames, utt_pad_proportion=0.3446, over 72.00 utterances.], tot_loss[loss=0.1727, over 1465226.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.07328, over 4909.67 utterances.], batch size: 72, lr: 1.06e-03 2022-11-23 01:58:07,029 INFO [train.py:818] (3/4) Epoch 5, batch 0, loss[loss=0.1196, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006108, over 18.00 utterances.], tot_loss[loss=0.1196, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006108, over 18.00 utterances.], batch size: 18, lr: 1.02e-03 2022-11-23 01:58:43,015 INFO [train.py:818] (3/4) Epoch 5, batch 50, loss[loss=0.143, over 7211.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005101, over 19.00 utterances.], tot_loss[loss=0.1419, over 331456.67 frames. utt_duration=1318 frames, utt_pad_proportion=0.02746, over 1006.80 utterances.], batch size: 19, lr: 1.02e-03 2022-11-23 01:59:20,012 INFO [train.py:818] (3/4) Epoch 5, batch 100, loss[loss=0.1074, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.02653, over 16.00 utterances.], tot_loss[loss=0.1359, over 583557.08 frames. utt_duration=1347 frames, utt_pad_proportion=0.02448, over 1734.39 utterances.], batch size: 16, lr: 1.02e-03 2022-11-23 01:59:56,203 INFO [train.py:818] (3/4) Epoch 5, batch 150, loss[loss=0.141, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 19.00 utterances.], tot_loss[loss=0.1372, over 778535.37 frames. utt_duration=1370 frames, utt_pad_proportion=0.02162, over 2275.47 utterances.], batch size: 19, lr: 1.02e-03 2022-11-23 02:00:31,929 INFO [train.py:818] (3/4) Epoch 5, batch 200, loss[loss=0.07276, over 7258.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.04014, over 16.00 utterances.], tot_loss[loss=0.1381, over 931272.44 frames. utt_duration=1319 frames, utt_pad_proportion=0.04134, over 2826.58 utterances.], batch size: 16, lr: 1.02e-03 2022-11-23 02:01:09,809 INFO [train.py:818] (3/4) Epoch 5, batch 250, loss[loss=0.1042, over 7394.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005242, over 20.00 utterances.], tot_loss[loss=0.138, over 1050303.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.0428, over 3212.07 utterances.], batch size: 20, lr: 1.02e-03 2022-11-23 02:01:46,254 INFO [train.py:818] (3/4) Epoch 5, batch 300, loss[loss=0.1187, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01561, over 24.00 utterances.], tot_loss[loss=0.1353, over 1141945.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.03741, over 3441.05 utterances.], batch size: 24, lr: 1.02e-03 2022-11-23 02:02:22,348 INFO [train.py:818] (3/4) Epoch 5, batch 350, loss[loss=0.1825, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005717, over 21.00 utterances.], tot_loss[loss=0.1373, over 1215148.24 frames. utt_duration=1295 frames, utt_pad_proportion=0.0475, over 3758.21 utterances.], batch size: 21, lr: 1.02e-03 2022-11-23 02:02:59,663 INFO [train.py:818] (3/4) Epoch 5, batch 400, loss[loss=0.1142, over 7240.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04581, over 16.00 utterances.], tot_loss[loss=0.1363, over 1270622.35 frames. utt_duration=1292 frames, utt_pad_proportion=0.04946, over 3939.33 utterances.], batch size: 16, lr: 1.02e-03 2022-11-23 02:03:35,710 INFO [train.py:818] (3/4) Epoch 5, batch 450, loss[loss=0.1392, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005518, over 20.00 utterances.], tot_loss[loss=0.1332, over 1312613.94 frames. utt_duration=1311 frames, utt_pad_proportion=0.04364, over 4010.02 utterances.], batch size: 20, lr: 1.01e-03 2022-11-23 02:04:11,246 INFO [train.py:818] (3/4) Epoch 5, batch 500, loss[loss=0.123, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005559, over 18.00 utterances.], tot_loss[loss=0.1304, over 1345112.87 frames. utt_duration=1323 frames, utt_pad_proportion=0.04212, over 4070.83 utterances.], batch size: 18, lr: 1.01e-03 2022-11-23 02:04:48,139 INFO [train.py:818] (3/4) Epoch 5, batch 550, loss[loss=0.1436, over 7207.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02404, over 25.00 utterances.], tot_loss[loss=0.1292, over 1370791.55 frames. utt_duration=1342 frames, utt_pad_proportion=0.03628, over 4090.61 utterances.], batch size: 25, lr: 1.01e-03 2022-11-23 02:05:23,604 INFO [train.py:818] (3/4) Epoch 5, batch 600, loss[loss=0.08961, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005821, over 20.00 utterances.], tot_loss[loss=0.1283, over 1390436.49 frames. utt_duration=1362 frames, utt_pad_proportion=0.03178, over 4087.89 utterances.], batch size: 20, lr: 1.01e-03 2022-11-23 02:05:59,465 INFO [train.py:818] (3/4) Epoch 5, batch 650, loss[loss=0.1242, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004727, over 20.00 utterances.], tot_loss[loss=0.1272, over 1406523.81 frames. utt_duration=1358 frames, utt_pad_proportion=0.03232, over 4147.58 utterances.], batch size: 20, lr: 1.01e-03 2022-11-23 02:06:36,153 INFO [train.py:818] (3/4) Epoch 5, batch 700, loss[loss=0.1189, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007716, over 17.00 utterances.], tot_loss[loss=0.1256, over 1418949.05 frames. utt_duration=1378 frames, utt_pad_proportion=0.0283, over 4124.01 utterances.], batch size: 17, lr: 1.01e-03 2022-11-23 02:07:12,007 INFO [train.py:818] (3/4) Epoch 5, batch 750, loss[loss=0.1298, over 7399.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.007866, over 22.00 utterances.], tot_loss[loss=0.1251, over 1428654.68 frames. utt_duration=1356 frames, utt_pad_proportion=0.03181, over 4219.08 utterances.], batch size: 22, lr: 1.01e-03 2022-11-23 02:07:47,226 INFO [train.py:818] (3/4) Epoch 5, batch 800, loss[loss=0.1766, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005639, over 19.00 utterances.], tot_loss[loss=0.1278, over 1437105.27 frames. utt_duration=1328 frames, utt_pad_proportion=0.03851, over 4332.98 utterances.], batch size: 19, lr: 1.01e-03 2022-11-23 02:08:24,919 INFO [train.py:818] (3/4) Epoch 5, batch 850, loss[loss=0.161, over 7406.00 frames. utt_duration=760.8 frames, utt_pad_proportion=0.1295, over 39.00 utterances.], tot_loss[loss=0.1279, over 1444621.54 frames. utt_duration=1304 frames, utt_pad_proportion=0.04447, over 4438.08 utterances.], batch size: 39, lr: 1.01e-03 2022-11-23 02:09:01,716 INFO [train.py:818] (3/4) Epoch 5, batch 900, loss[loss=0.153, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008553, over 22.00 utterances.], tot_loss[loss=0.1302, over 1448273.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.053, over 4561.87 utterances.], batch size: 22, lr: 1.01e-03 2022-11-23 02:09:39,330 INFO [train.py:818] (3/4) Epoch 5, batch 950, loss[loss=0.1516, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006456, over 20.00 utterances.], tot_loss[loss=0.1308, over 1451532.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05664, over 4577.59 utterances.], batch size: 20, lr: 1.01e-03 2022-11-23 02:10:15,491 INFO [train.py:818] (3/4) Epoch 5, batch 1000, loss[loss=0.1291, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004638, over 19.00 utterances.], tot_loss[loss=0.1327, over 1454540.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.05638, over 4561.48 utterances.], batch size: 19, lr: 1.01e-03 2022-11-23 02:10:52,545 INFO [train.py:818] (3/4) Epoch 5, batch 1050, loss[loss=0.2151, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009805, over 23.00 utterances.], tot_loss[loss=0.1332, over 1457032.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.0641, over 4648.97 utterances.], batch size: 23, lr: 1.01e-03 2022-11-23 02:11:29,212 INFO [train.py:818] (3/4) Epoch 5, batch 1100, loss[loss=0.1349, over 7486.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005013, over 20.00 utterances.], tot_loss[loss=0.135, over 1459387.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.06276, over 4633.28 utterances.], batch size: 20, lr: 1.01e-03 2022-11-23 02:12:05,409 INFO [train.py:818] (3/4) Epoch 5, batch 1150, loss[loss=0.1536, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005441, over 19.00 utterances.], tot_loss[loss=0.1348, over 1461211.06 frames. utt_duration=1279 frames, utt_pad_proportion=0.05788, over 4576.40 utterances.], batch size: 19, lr: 1.01e-03 2022-11-23 02:12:41,618 INFO [train.py:818] (3/4) Epoch 5, batch 1200, loss[loss=0.1346, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01546, over 24.00 utterances.], tot_loss[loss=0.134, over 1462276.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.05583, over 4567.99 utterances.], batch size: 24, lr: 1.00e-03 2022-11-23 02:13:19,454 INFO [train.py:818] (3/4) Epoch 5, batch 1250, loss[loss=0.1641, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005614, over 19.00 utterances.], tot_loss[loss=0.1354, over 1462469.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.06247, over 4635.66 utterances.], batch size: 19, lr: 1.00e-03 2022-11-23 02:13:56,644 INFO [train.py:818] (3/4) Epoch 5, batch 1300, loss[loss=0.1268, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008958, over 17.00 utterances.], tot_loss[loss=0.135, over 1463471.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.05818, over 4595.23 utterances.], batch size: 17, lr: 1.00e-03 2022-11-23 02:14:32,761 INFO [train.py:818] (3/4) Epoch 5, batch 1350, loss[loss=0.1483, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.1377, over 1464977.99 frames. utt_duration=1242 frames, utt_pad_proportion=0.06856, over 4724.61 utterances.], batch size: 20, lr: 1.00e-03 2022-11-23 02:15:10,833 INFO [train.py:818] (3/4) Epoch 5, batch 1400, loss[loss=0.1795, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007672, over 22.00 utterances.], tot_loss[loss=0.1376, over 1465503.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.0622, over 4672.91 utterances.], batch size: 22, lr: 1.00e-03 2022-11-23 02:15:47,242 INFO [train.py:818] (3/4) Epoch 5, batch 1450, loss[loss=0.1192, over 7292.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00623, over 19.00 utterances.], tot_loss[loss=0.1372, over 1465007.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05578, over 4606.30 utterances.], batch size: 19, lr: 1.00e-03 2022-11-23 02:16:22,859 INFO [train.py:818] (3/4) Epoch 5, batch 1500, loss[loss=0.2115, over 7243.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01277, over 24.00 utterances.], tot_loss[loss=0.1367, over 1465127.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05337, over 4618.75 utterances.], batch size: 24, lr: 1.00e-03 2022-11-23 02:17:00,225 INFO [train.py:818] (3/4) Epoch 5, batch 1550, loss[loss=0.141, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005313, over 20.00 utterances.], tot_loss[loss=0.1389, over 1464706.10 frames. utt_duration=1289 frames, utt_pad_proportion=0.04688, over 4551.53 utterances.], batch size: 20, lr: 1.00e-03 2022-11-23 02:17:37,149 INFO [train.py:818] (3/4) Epoch 5, batch 1600, loss[loss=0.2084, over 7431.00 frames. utt_duration=426 frames, utt_pad_proportion=0.3238, over 70.00 utterances.], tot_loss[loss=0.1386, over 1464737.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.05745, over 4688.61 utterances.], batch size: 70, lr: 9.99e-04 2022-11-23 02:18:13,355 INFO [train.py:818] (3/4) Epoch 5, batch 1650, loss[loss=0.2151, over 7375.00 frames. utt_duration=442 frames, utt_pad_proportion=0.304, over 67.00 utterances.], tot_loss[loss=0.1396, over 1464519.32 frames. utt_duration=1220 frames, utt_pad_proportion=0.06663, over 4807.12 utterances.], batch size: 67, lr: 9.98e-04 2022-11-23 02:18:49,870 INFO [train.py:818] (3/4) Epoch 5, batch 1700, loss[loss=0.12, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007554, over 18.00 utterances.], tot_loss[loss=0.1381, over 1464595.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06388, over 4743.00 utterances.], batch size: 18, lr: 9.98e-04 2022-11-23 02:19:25,942 INFO [train.py:818] (3/4) Epoch 5, batch 1750, loss[loss=0.1113, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.006372, over 18.00 utterances.], tot_loss[loss=0.1367, over 1464334.97 frames. utt_duration=1246 frames, utt_pad_proportion=0.06133, over 4706.50 utterances.], batch size: 18, lr: 9.97e-04 2022-11-23 02:20:02,610 INFO [train.py:818] (3/4) Epoch 5, batch 1800, loss[loss=0.1175, over 7394.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005074, over 20.00 utterances.], tot_loss[loss=0.1357, over 1464796.42 frames. utt_duration=1241 frames, utt_pad_proportion=0.06126, over 4728.35 utterances.], batch size: 20, lr: 9.96e-04 2022-11-23 02:20:39,327 INFO [train.py:818] (3/4) Epoch 5, batch 1850, loss[loss=0.136, over 7392.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004708, over 21.00 utterances.], tot_loss[loss=0.1363, over 1465268.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.05608, over 4675.88 utterances.], batch size: 21, lr: 9.96e-04 2022-11-23 02:21:15,054 INFO [train.py:818] (3/4) Epoch 5, batch 1900, loss[loss=0.118, over 7176.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007977, over 21.00 utterances.], tot_loss[loss=0.1348, over 1463945.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.04843, over 4570.03 utterances.], batch size: 21, lr: 9.95e-04 2022-11-23 02:21:51,127 INFO [train.py:818] (3/4) Epoch 5, batch 1950, loss[loss=0.1141, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006374, over 21.00 utterances.], tot_loss[loss=0.1356, over 1464086.65 frames. utt_duration=1290 frames, utt_pad_proportion=0.04552, over 4544.49 utterances.], batch size: 21, lr: 9.94e-04 2022-11-23 02:22:28,195 INFO [train.py:818] (3/4) Epoch 5, batch 2000, loss[loss=0.109, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.005585, over 20.00 utterances.], tot_loss[loss=0.135, over 1463872.92 frames. utt_duration=1303 frames, utt_pad_proportion=0.04365, over 4497.29 utterances.], batch size: 20, lr: 9.94e-04 2022-11-23 02:23:05,196 INFO [train.py:818] (3/4) Epoch 5, batch 2050, loss[loss=0.1074, over 7172.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.00788, over 17.00 utterances.], tot_loss[loss=0.1337, over 1463886.96 frames. utt_duration=1305 frames, utt_pad_proportion=0.04687, over 4491.60 utterances.], batch size: 17, lr: 9.93e-04 2022-11-23 02:23:41,330 INFO [train.py:818] (3/4) Epoch 5, batch 2100, loss[loss=0.1369, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005178, over 20.00 utterances.], tot_loss[loss=0.133, over 1463856.57 frames. utt_duration=1333 frames, utt_pad_proportion=0.03981, over 4396.08 utterances.], batch size: 20, lr: 9.93e-04 2022-11-23 02:24:18,277 INFO [train.py:818] (3/4) Epoch 5, batch 2150, loss[loss=0.1313, over 7239.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01458, over 24.00 utterances.], tot_loss[loss=0.1325, over 1463704.37 frames. utt_duration=1328 frames, utt_pad_proportion=0.04013, over 4414.69 utterances.], batch size: 24, lr: 9.92e-04 2022-11-23 02:24:54,505 INFO [train.py:818] (3/4) Epoch 5, batch 2200, loss[loss=0.1215, over 7445.00 frames. utt_duration=961.8 frames, utt_pad_proportion=0.06802, over 31.00 utterances.], tot_loss[loss=0.1334, over 1465147.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.04604, over 4532.19 utterances.], batch size: 31, lr: 9.91e-04 2022-11-23 02:25:31,370 INFO [train.py:818] (3/4) Epoch 5, batch 2250, loss[loss=0.1439, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006393, over 22.00 utterances.], tot_loss[loss=0.1328, over 1464428.59 frames. utt_duration=1306 frames, utt_pad_proportion=0.04448, over 4489.22 utterances.], batch size: 22, lr: 9.91e-04 2022-11-23 02:26:08,877 INFO [train.py:818] (3/4) Epoch 5, batch 2300, loss[loss=0.1206, over 7428.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.009821, over 17.00 utterances.], tot_loss[loss=0.1339, over 1464901.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.04431, over 4506.53 utterances.], batch size: 17, lr: 9.90e-04 2022-11-23 02:26:45,540 INFO [train.py:818] (3/4) Epoch 5, batch 2350, loss[loss=0.1211, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007357, over 21.00 utterances.], tot_loss[loss=0.134, over 1464786.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05748, over 4634.03 utterances.], batch size: 21, lr: 9.89e-04 2022-11-23 02:27:22,331 INFO [train.py:818] (3/4) Epoch 5, batch 2400, loss[loss=0.1258, over 7142.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.009971, over 17.00 utterances.], tot_loss[loss=0.1326, over 1464526.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.06118, over 4670.45 utterances.], batch size: 17, lr: 9.89e-04 2022-11-23 02:27:59,898 INFO [train.py:818] (3/4) Epoch 5, batch 2450, loss[loss=0.1071, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006438, over 21.00 utterances.], tot_loss[loss=0.1328, over 1464422.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.06312, over 4690.32 utterances.], batch size: 21, lr: 9.88e-04 2022-11-23 02:28:36,318 INFO [train.py:818] (3/4) Epoch 5, batch 2500, loss[loss=0.1861, over 7471.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01459, over 24.00 utterances.], tot_loss[loss=0.1333, over 1464176.82 frames. utt_duration=1263 frames, utt_pad_proportion=0.05837, over 4642.51 utterances.], batch size: 24, lr: 9.87e-04 2022-11-23 02:29:14,000 INFO [train.py:818] (3/4) Epoch 5, batch 2550, loss[loss=0.1849, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004589, over 20.00 utterances.], tot_loss[loss=0.133, over 1464116.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.0491, over 4520.08 utterances.], batch size: 20, lr: 9.87e-04 2022-11-23 02:29:50,712 INFO [train.py:818] (3/4) Epoch 5, batch 2600, loss[loss=0.1105, over 7403.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.003999, over 19.00 utterances.], tot_loss[loss=0.1329, over 1464695.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06705, over 4750.92 utterances.], batch size: 19, lr: 9.86e-04 2022-11-23 02:30:25,655 INFO [train.py:818] (3/4) Epoch 5, batch 2650, loss[loss=0.1705, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005621, over 18.00 utterances.], tot_loss[loss=0.1336, over 1463730.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05694, over 4633.26 utterances.], batch size: 18, lr: 9.85e-04 2022-11-23 02:31:03,061 INFO [train.py:818] (3/4) Epoch 5, batch 2700, loss[loss=0.1388, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0165, over 24.00 utterances.], tot_loss[loss=0.1332, over 1463253.18 frames. utt_duration=1261 frames, utt_pad_proportion=0.05691, over 4648.82 utterances.], batch size: 24, lr: 9.85e-04 2022-11-23 02:31:40,275 INFO [train.py:818] (3/4) Epoch 5, batch 2750, loss[loss=0.1283, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.003971, over 21.00 utterances.], tot_loss[loss=0.1336, over 1464180.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.05525, over 4658.62 utterances.], batch size: 21, lr: 9.84e-04 2022-11-23 02:32:16,688 INFO [train.py:818] (3/4) Epoch 5, batch 2800, loss[loss=0.1419, over 7249.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.06406, over 30.00 utterances.], tot_loss[loss=0.133, over 1464245.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.06048, over 4709.76 utterances.], batch size: 30, lr: 9.84e-04 2022-11-23 02:32:54,656 INFO [train.py:818] (3/4) Epoch 5, batch 2850, loss[loss=0.1397, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03819, over 27.00 utterances.], tot_loss[loss=0.1318, over 1464891.22 frames. utt_duration=1219 frames, utt_pad_proportion=0.06809, over 4813.46 utterances.], batch size: 27, lr: 9.83e-04 2022-11-23 02:33:31,033 INFO [train.py:818] (3/4) Epoch 5, batch 2900, loss[loss=0.1428, over 7354.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007179, over 23.00 utterances.], tot_loss[loss=0.1321, over 1465091.38 frames. utt_duration=1223 frames, utt_pad_proportion=0.06664, over 4795.99 utterances.], batch size: 23, lr: 9.82e-04 2022-11-23 02:34:08,542 INFO [train.py:818] (3/4) Epoch 5, batch 2950, loss[loss=0.1505, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007954, over 23.00 utterances.], tot_loss[loss=0.1322, over 1466479.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.05766, over 4746.93 utterances.], batch size: 23, lr: 9.82e-04 2022-11-23 02:34:43,835 INFO [train.py:818] (3/4) Epoch 5, batch 3000, loss[loss=0.1631, over 7307.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.139, over 39.00 utterances.], tot_loss[loss=0.1314, over 1466390.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.05238, over 4682.20 utterances.], batch size: 39, lr: 9.81e-04 2022-11-23 02:34:43,836 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 02:35:04,025 INFO [train.py:847] (3/4) Epoch 5, validation: loss=0.0781, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 02:35:40,480 INFO [train.py:818] (3/4) Epoch 5, batch 3050, loss[loss=0.1513, over 7396.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.004506, over 21.00 utterances.], tot_loss[loss=0.1292, over 1465546.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.04858, over 4583.00 utterances.], batch size: 21, lr: 9.80e-04 2022-11-23 02:36:17,104 INFO [train.py:818] (3/4) Epoch 5, batch 3100, loss[loss=0.13, over 7473.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.05118, over 31.00 utterances.], tot_loss[loss=0.1297, over 1465431.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05316, over 4593.97 utterances.], batch size: 31, lr: 9.80e-04 2022-11-23 02:36:54,018 INFO [train.py:818] (3/4) Epoch 5, batch 3150, loss[loss=0.0905, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006824, over 18.00 utterances.], tot_loss[loss=0.1298, over 1465522.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.05809, over 4661.21 utterances.], batch size: 18, lr: 9.79e-04 2022-11-23 02:37:31,572 INFO [train.py:818] (3/4) Epoch 5, batch 3200, loss[loss=0.1469, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004738, over 19.00 utterances.], tot_loss[loss=0.1307, over 1466137.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.05704, over 4693.40 utterances.], batch size: 19, lr: 9.79e-04 2022-11-23 02:38:08,395 INFO [train.py:818] (3/4) Epoch 5, batch 3250, loss[loss=0.1112, over 7190.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006315, over 20.00 utterances.], tot_loss[loss=0.131, over 1465456.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.05464, over 4683.52 utterances.], batch size: 20, lr: 9.78e-04 2022-11-23 02:38:43,058 INFO [train.py:818] (3/4) Epoch 5, batch 3300, loss[loss=0.1061, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006924, over 22.00 utterances.], tot_loss[loss=0.1299, over 1465870.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.04822, over 4600.83 utterances.], batch size: 22, lr: 9.77e-04 2022-11-23 02:39:21,324 INFO [train.py:818] (3/4) Epoch 5, batch 3350, loss[loss=0.113, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005876, over 20.00 utterances.], tot_loss[loss=0.1292, over 1465496.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05388, over 4644.57 utterances.], batch size: 20, lr: 9.77e-04 2022-11-23 02:39:58,046 INFO [train.py:818] (3/4) Epoch 5, batch 3400, loss[loss=0.1131, over 7491.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004745, over 20.00 utterances.], tot_loss[loss=0.1308, over 1463924.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.05417, over 4632.76 utterances.], batch size: 20, lr: 9.76e-04 2022-11-23 02:40:34,295 INFO [train.py:818] (3/4) Epoch 5, batch 3450, loss[loss=0.1799, over 7341.00 frames. utt_duration=440 frames, utt_pad_proportion=0.3081, over 67.00 utterances.], tot_loss[loss=0.1315, over 1464409.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05905, over 4692.61 utterances.], batch size: 67, lr: 9.76e-04 2022-11-23 02:41:12,283 INFO [train.py:818] (3/4) Epoch 5, batch 3500, loss[loss=0.1122, over 7261.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03724, over 27.00 utterances.], tot_loss[loss=0.1317, over 1464925.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.05682, over 4684.59 utterances.], batch size: 27, lr: 9.75e-04 2022-11-23 02:41:48,652 INFO [train.py:818] (3/4) Epoch 5, batch 3550, loss[loss=0.1264, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005351, over 20.00 utterances.], tot_loss[loss=0.1318, over 1465985.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05357, over 4651.19 utterances.], batch size: 20, lr: 9.74e-04 2022-11-23 02:42:25,562 INFO [train.py:818] (3/4) Epoch 5, batch 3600, loss[loss=0.1271, over 7285.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005961, over 21.00 utterances.], tot_loss[loss=0.1327, over 1466506.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.06037, over 4707.41 utterances.], batch size: 21, lr: 9.74e-04 2022-11-23 02:43:02,863 INFO [train.py:818] (3/4) Epoch 5, batch 3650, loss[loss=0.1367, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01294, over 24.00 utterances.], tot_loss[loss=0.1318, over 1467232.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05855, over 4657.99 utterances.], batch size: 24, lr: 9.73e-04 2022-11-23 02:43:38,733 INFO [train.py:818] (3/4) Epoch 5, batch 3700, loss[loss=0.1581, over 7489.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009904, over 23.00 utterances.], tot_loss[loss=0.1324, over 1466766.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.05075, over 4604.63 utterances.], batch size: 23, lr: 9.72e-04 2022-11-23 02:44:15,799 INFO [train.py:818] (3/4) Epoch 5, batch 3750, loss[loss=0.1573, over 7187.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.007691, over 19.00 utterances.], tot_loss[loss=0.1322, over 1466432.11 frames. utt_duration=1274 frames, utt_pad_proportion=0.04962, over 4610.26 utterances.], batch size: 19, lr: 9.72e-04 2022-11-23 02:44:52,432 INFO [train.py:818] (3/4) Epoch 5, batch 3800, loss[loss=0.09304, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00449, over 19.00 utterances.], tot_loss[loss=0.1318, over 1465862.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.05077, over 4567.35 utterances.], batch size: 19, lr: 9.71e-04 2022-11-23 02:45:28,382 INFO [train.py:818] (3/4) Epoch 5, batch 3850, loss[loss=0.09574, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006086, over 20.00 utterances.], tot_loss[loss=0.1323, over 1465168.12 frames. utt_duration=1304 frames, utt_pad_proportion=0.04329, over 4500.12 utterances.], batch size: 20, lr: 9.71e-04 2022-11-23 02:46:05,383 INFO [train.py:818] (3/4) Epoch 5, batch 3900, loss[loss=0.1241, over 7189.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.008232, over 18.00 utterances.], tot_loss[loss=0.1325, over 1464608.99 frames. utt_duration=1287 frames, utt_pad_proportion=0.04908, over 4557.84 utterances.], batch size: 18, lr: 9.70e-04 2022-11-23 02:46:42,041 INFO [train.py:818] (3/4) Epoch 5, batch 3950, loss[loss=0.1665, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005821, over 19.00 utterances.], tot_loss[loss=0.1316, over 1463144.53 frames. utt_duration=1303 frames, utt_pad_proportion=0.04626, over 4496.95 utterances.], batch size: 19, lr: 9.69e-04 2022-11-23 02:47:18,711 INFO [train.py:818] (3/4) Epoch 5, batch 4000, loss[loss=0.1607, over 7424.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005385, over 22.00 utterances.], tot_loss[loss=0.1293, over 1464101.13 frames. utt_duration=1294 frames, utt_pad_proportion=0.04892, over 4532.53 utterances.], batch size: 22, lr: 9.69e-04 2022-11-23 02:47:56,126 INFO [train.py:818] (3/4) Epoch 5, batch 4050, loss[loss=0.08434, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.00776, over 18.00 utterances.], tot_loss[loss=0.1285, over 1463409.57 frames. utt_duration=1296 frames, utt_pad_proportion=0.04883, over 4521.97 utterances.], batch size: 18, lr: 9.68e-04 2022-11-23 02:48:33,477 INFO [train.py:818] (3/4) Epoch 5, batch 4100, loss[loss=0.07908, over 7492.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006032, over 19.00 utterances.], tot_loss[loss=0.1299, over 1464525.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.0471, over 4511.79 utterances.], batch size: 19, lr: 9.68e-04 2022-11-23 02:49:10,053 INFO [train.py:818] (3/4) Epoch 5, batch 4150, loss[loss=0.119, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007317, over 22.00 utterances.], tot_loss[loss=0.1347, over 1465803.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05732, over 4661.71 utterances.], batch size: 22, lr: 9.67e-04 2022-11-23 02:49:47,316 INFO [train.py:818] (3/4) Epoch 5, batch 4200, loss[loss=0.1614, over 7325.00 frames. utt_duration=793.2 frames, utt_pad_proportion=0.09862, over 37.00 utterances.], tot_loss[loss=0.1361, over 1466334.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05293, over 4631.01 utterances.], batch size: 37, lr: 9.66e-04 2022-11-23 02:50:23,751 INFO [train.py:818] (3/4) Epoch 5, batch 4250, loss[loss=0.1352, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004698, over 19.00 utterances.], tot_loss[loss=0.1396, over 1465534.51 frames. utt_duration=1277 frames, utt_pad_proportion=0.04953, over 4596.87 utterances.], batch size: 19, lr: 9.66e-04 2022-11-23 02:51:00,147 INFO [train.py:818] (3/4) Epoch 5, batch 4300, loss[loss=0.1088, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008534, over 17.00 utterances.], tot_loss[loss=0.1433, over 1465331.91 frames. utt_duration=1278 frames, utt_pad_proportion=0.04926, over 4590.85 utterances.], batch size: 17, lr: 9.65e-04 2022-11-23 02:51:37,182 INFO [train.py:818] (3/4) Epoch 5, batch 4350, loss[loss=0.1579, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01766, over 24.00 utterances.], tot_loss[loss=0.1449, over 1464897.49 frames. utt_duration=1313 frames, utt_pad_proportion=0.04253, over 4469.46 utterances.], batch size: 24, lr: 9.65e-04 2022-11-23 02:52:13,230 INFO [train.py:818] (3/4) Epoch 5, batch 4400, loss[loss=0.1597, over 7219.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02341, over 25.00 utterances.], tot_loss[loss=0.149, over 1463711.55 frames. utt_duration=1309 frames, utt_pad_proportion=0.04246, over 4478.66 utterances.], batch size: 25, lr: 9.64e-04 2022-11-23 02:52:59,487 INFO [train.py:818] (3/4) Epoch 5, batch 4450, loss[loss=0.1452, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005311, over 19.00 utterances.], tot_loss[loss=0.151, over 1463331.96 frames. utt_duration=1325 frames, utt_pad_proportion=0.03791, over 4421.92 utterances.], batch size: 19, lr: 9.63e-04 2022-11-23 02:53:35,999 INFO [train.py:818] (3/4) Epoch 5, batch 4500, loss[loss=0.1181, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.00557, over 17.00 utterances.], tot_loss[loss=0.1556, over 1464739.14 frames. utt_duration=1293 frames, utt_pad_proportion=0.04947, over 4535.78 utterances.], batch size: 17, lr: 9.63e-04 2022-11-23 02:54:13,634 INFO [train.py:818] (3/4) Epoch 5, batch 4550, loss[loss=0.1845, over 7472.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.1424, over 40.00 utterances.], tot_loss[loss=0.1577, over 1465688.51 frames. utt_duration=1301 frames, utt_pad_proportion=0.04395, over 4511.56 utterances.], batch size: 40, lr: 9.62e-04 2022-11-23 02:54:50,672 INFO [train.py:818] (3/4) Epoch 5, batch 4600, loss[loss=0.1637, over 7300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004766, over 19.00 utterances.], tot_loss[loss=0.1594, over 1464921.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05338, over 4606.71 utterances.], batch size: 19, lr: 9.62e-04 2022-11-23 02:55:28,833 INFO [train.py:818] (3/4) Epoch 5, batch 4650, loss[loss=0.2472, over 7381.00 frames. utt_duration=423.4 frames, utt_pad_proportion=0.3384, over 70.00 utterances.], tot_loss[loss=0.1613, over 1464797.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.06197, over 4673.98 utterances.], batch size: 70, lr: 9.61e-04 2022-11-23 02:56:05,067 INFO [train.py:818] (3/4) Epoch 5, batch 4700, loss[loss=0.203, over 7234.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04439, over 27.00 utterances.], tot_loss[loss=0.1609, over 1464621.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.0582, over 4632.20 utterances.], batch size: 27, lr: 9.60e-04 2022-11-23 02:56:42,474 INFO [train.py:818] (3/4) Epoch 5, batch 4750, loss[loss=0.1072, over 7325.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007313, over 18.00 utterances.], tot_loss[loss=0.1609, over 1464906.02 frames. utt_duration=1260 frames, utt_pad_proportion=0.06073, over 4656.48 utterances.], batch size: 18, lr: 9.60e-04 2022-11-23 02:57:18,559 INFO [train.py:818] (3/4) Epoch 5, batch 4800, loss[loss=0.1761, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006364, over 22.00 utterances.], tot_loss[loss=0.1608, over 1463891.14 frames. utt_duration=1281 frames, utt_pad_proportion=0.0531, over 4576.33 utterances.], batch size: 22, lr: 9.59e-04 2022-11-23 02:57:55,326 INFO [train.py:818] (3/4) Epoch 5, batch 4850, loss[loss=0.1381, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.1626, over 1464622.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.05906, over 4686.43 utterances.], batch size: 20, lr: 9.59e-04 2022-11-23 02:58:32,021 INFO [train.py:818] (3/4) Epoch 5, batch 4900, loss[loss=0.2583, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006665, over 21.00 utterances.], tot_loss[loss=0.1641, over 1466117.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.05989, over 4708.80 utterances.], batch size: 21, lr: 9.58e-04 2022-11-23 02:59:09,081 INFO [train.py:818] (3/4) Epoch 5, batch 4950, loss[loss=0.1925, over 7317.00 frames. utt_duration=771.8 frames, utt_pad_proportion=0.1209, over 38.00 utterances.], tot_loss[loss=0.1651, over 1466014.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.0596, over 4706.15 utterances.], batch size: 38, lr: 9.58e-04 2022-11-23 02:59:44,771 INFO [train.py:818] (3/4) Epoch 5, batch 5000, loss[loss=0.1662, over 7260.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03846, over 27.00 utterances.], tot_loss[loss=0.1659, over 1465586.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06492, over 4766.13 utterances.], batch size: 27, lr: 9.57e-04 2022-11-23 03:00:22,926 INFO [train.py:818] (3/4) Epoch 5, batch 5050, loss[loss=0.2033, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006586, over 22.00 utterances.], tot_loss[loss=0.1674, over 1465835.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06578, over 4769.76 utterances.], batch size: 22, lr: 9.56e-04 2022-11-23 03:00:59,237 INFO [train.py:818] (3/4) Epoch 5, batch 5100, loss[loss=0.2013, over 7471.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.06367, over 31.00 utterances.], tot_loss[loss=0.1673, over 1464835.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.05971, over 4690.91 utterances.], batch size: 31, lr: 9.56e-04 2022-11-23 03:01:36,482 INFO [train.py:818] (3/4) Epoch 5, batch 5150, loss[loss=0.1405, over 7207.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004967, over 19.00 utterances.], tot_loss[loss=0.1676, over 1466378.78 frames. utt_duration=1239 frames, utt_pad_proportion=0.06591, over 4738.91 utterances.], batch size: 19, lr: 9.55e-04 2022-11-23 03:02:14,575 INFO [train.py:818] (3/4) Epoch 5, batch 5200, loss[loss=0.1377, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007093, over 19.00 utterances.], tot_loss[loss=0.1675, over 1465788.19 frames. utt_duration=1242 frames, utt_pad_proportion=0.06468, over 4727.19 utterances.], batch size: 19, lr: 9.55e-04 2022-11-23 03:02:50,371 INFO [train.py:818] (3/4) Epoch 5, batch 5250, loss[loss=0.1871, over 7221.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01752, over 24.00 utterances.], tot_loss[loss=0.1666, over 1465993.50 frames. utt_duration=1243 frames, utt_pad_proportion=0.0627, over 4723.58 utterances.], batch size: 24, lr: 9.54e-04 2022-11-23 03:03:26,598 INFO [train.py:818] (3/4) Epoch 5, batch 5300, loss[loss=0.1308, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007424, over 21.00 utterances.], tot_loss[loss=0.1669, over 1466112.99 frames. utt_duration=1229 frames, utt_pad_proportion=0.06356, over 4777.71 utterances.], batch size: 21, lr: 9.54e-04 2022-11-23 03:04:03,928 INFO [train.py:818] (3/4) Epoch 5, batch 5350, loss[loss=0.1175, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007366, over 22.00 utterances.], tot_loss[loss=0.1675, over 1466441.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.0707, over 4878.54 utterances.], batch size: 22, lr: 9.53e-04 2022-11-23 03:04:41,687 INFO [train.py:818] (3/4) Epoch 5, batch 5400, loss[loss=0.1602, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02449, over 25.00 utterances.], tot_loss[loss=0.1694, over 1466249.13 frames. utt_duration=1177 frames, utt_pad_proportion=0.08022, over 4989.60 utterances.], batch size: 25, lr: 9.52e-04 2022-11-23 03:05:19,441 INFO [train.py:818] (3/4) Epoch 5, batch 5450, loss[loss=0.1965, over 7417.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.07266, over 31.00 utterances.], tot_loss[loss=0.1674, over 1465948.14 frames. utt_duration=1185 frames, utt_pad_proportion=0.07551, over 4953.79 utterances.], batch size: 31, lr: 9.52e-04 2022-11-23 03:05:56,378 INFO [train.py:818] (3/4) Epoch 5, batch 5500, loss[loss=0.1625, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02552, over 26.00 utterances.], tot_loss[loss=0.1666, over 1467414.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.06516, over 4817.99 utterances.], batch size: 26, lr: 9.51e-04 2022-11-23 03:06:32,987 INFO [train.py:818] (3/4) Epoch 5, batch 5550, loss[loss=0.1781, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008497, over 23.00 utterances.], tot_loss[loss=0.1664, over 1467771.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.05639, over 4725.56 utterances.], batch size: 23, lr: 9.51e-04 2022-11-23 03:07:10,564 INFO [train.py:818] (3/4) Epoch 5, batch 5600, loss[loss=0.1741, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005932, over 19.00 utterances.], tot_loss[loss=0.1658, over 1466396.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.05532, over 4717.94 utterances.], batch size: 19, lr: 9.50e-04 2022-11-23 03:07:48,265 INFO [train.py:818] (3/4) Epoch 5, batch 5650, loss[loss=0.1298, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006795, over 18.00 utterances.], tot_loss[loss=0.166, over 1465917.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05553, over 4678.19 utterances.], batch size: 18, lr: 9.50e-04 2022-11-23 03:08:25,022 INFO [train.py:818] (3/4) Epoch 5, batch 5700, loss[loss=0.165, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006364, over 19.00 utterances.], tot_loss[loss=0.1648, over 1465542.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.05647, over 4694.04 utterances.], batch size: 19, lr: 9.49e-04 2022-11-23 03:09:02,697 INFO [train.py:818] (3/4) Epoch 5, batch 5750, loss[loss=0.1451, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009967, over 22.00 utterances.], tot_loss[loss=0.1655, over 1465432.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.05239, over 4676.34 utterances.], batch size: 22, lr: 9.48e-04 2022-11-23 03:09:39,519 INFO [train.py:818] (3/4) Epoch 5, batch 5800, loss[loss=0.1511, over 7227.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02051, over 25.00 utterances.], tot_loss[loss=0.1665, over 1466007.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06213, over 4781.99 utterances.], batch size: 25, lr: 9.48e-04 2022-11-23 03:10:17,892 INFO [train.py:818] (3/4) Epoch 5, batch 5850, loss[loss=0.1716, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01419, over 24.00 utterances.], tot_loss[loss=0.1663, over 1465714.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.06172, over 4728.83 utterances.], batch size: 24, lr: 9.47e-04 2022-11-23 03:10:55,391 INFO [train.py:818] (3/4) Epoch 5, batch 5900, loss[loss=0.1499, over 7430.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.06961, over 31.00 utterances.], tot_loss[loss=0.1646, over 1465909.12 frames. utt_duration=1242 frames, utt_pad_proportion=0.06242, over 4725.23 utterances.], batch size: 31, lr: 9.47e-04 2022-11-23 03:11:33,044 INFO [train.py:818] (3/4) Epoch 5, batch 5950, loss[loss=0.1702, over 7372.00 frames. utt_duration=757.5 frames, utt_pad_proportion=0.1392, over 39.00 utterances.], tot_loss[loss=0.1659, over 1465591.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.07053, over 4865.56 utterances.], batch size: 39, lr: 9.46e-04 2022-11-23 03:12:10,200 INFO [train.py:818] (3/4) Epoch 5, batch 6000, loss[loss=0.1847, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007153, over 21.00 utterances.], tot_loss[loss=0.1662, over 1466377.60 frames. utt_duration=1181 frames, utt_pad_proportion=0.08032, over 4973.38 utterances.], batch size: 21, lr: 9.46e-04 2022-11-23 03:12:10,200 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 03:12:30,179 INFO [train.py:847] (3/4) Epoch 5, validation: loss=0.06857, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 03:13:06,948 INFO [train.py:818] (3/4) Epoch 5, batch 6050, loss[loss=0.2237, over 7202.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004523, over 20.00 utterances.], tot_loss[loss=0.1639, over 1465457.40 frames. utt_duration=1220 frames, utt_pad_proportion=0.07125, over 4810.64 utterances.], batch size: 20, lr: 9.45e-04 2022-11-23 03:13:44,510 INFO [train.py:818] (3/4) Epoch 5, batch 6100, loss[loss=0.1708, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.1654, over 1463921.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06666, over 4778.90 utterances.], batch size: 20, lr: 9.44e-04 2022-11-23 03:14:21,782 INFO [train.py:818] (3/4) Epoch 5, batch 6150, loss[loss=0.1543, over 7128.00 frames. utt_duration=1679 frames, utt_pad_proportion=0.01348, over 17.00 utterances.], tot_loss[loss=0.1667, over 1464691.46 frames. utt_duration=1213 frames, utt_pad_proportion=0.07023, over 4834.33 utterances.], batch size: 17, lr: 9.44e-04 2022-11-23 03:14:57,669 INFO [train.py:818] (3/4) Epoch 5, batch 6200, loss[loss=0.2195, over 7464.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01454, over 24.00 utterances.], tot_loss[loss=0.1662, over 1463480.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.06802, over 4800.71 utterances.], batch size: 24, lr: 9.43e-04 2022-11-23 03:15:36,161 INFO [train.py:818] (3/4) Epoch 5, batch 6250, loss[loss=0.1667, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007191, over 22.00 utterances.], tot_loss[loss=0.1659, over 1464663.35 frames. utt_duration=1193 frames, utt_pad_proportion=0.07369, over 4915.25 utterances.], batch size: 22, lr: 9.43e-04 2022-11-23 03:16:12,604 INFO [train.py:818] (3/4) Epoch 5, batch 6300, loss[loss=0.1509, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007276, over 18.00 utterances.], tot_loss[loss=0.166, over 1463687.37 frames. utt_duration=1193 frames, utt_pad_proportion=0.07512, over 4912.76 utterances.], batch size: 18, lr: 9.42e-04 2022-11-23 03:16:49,327 INFO [train.py:818] (3/4) Epoch 5, batch 6350, loss[loss=0.2084, over 7422.00 frames. utt_duration=419.9 frames, utt_pad_proportion=0.3449, over 71.00 utterances.], tot_loss[loss=0.1673, over 1465059.15 frames. utt_duration=1188 frames, utt_pad_proportion=0.07882, over 4937.09 utterances.], batch size: 71, lr: 9.42e-04 2022-11-23 03:17:26,121 INFO [train.py:818] (3/4) Epoch 5, batch 6400, loss[loss=0.1622, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005952, over 21.00 utterances.], tot_loss[loss=0.1658, over 1464839.97 frames. utt_duration=1214 frames, utt_pad_proportion=0.07106, over 4831.83 utterances.], batch size: 21, lr: 9.41e-04 2022-11-23 03:18:03,881 INFO [train.py:818] (3/4) Epoch 5, batch 6450, loss[loss=0.1388, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.005642, over 18.00 utterances.], tot_loss[loss=0.1662, over 1464240.83 frames. utt_duration=1200 frames, utt_pad_proportion=0.0753, over 4887.25 utterances.], batch size: 18, lr: 9.41e-04 2022-11-23 03:18:41,140 INFO [train.py:818] (3/4) Epoch 5, batch 6500, loss[loss=0.1474, over 7254.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04016, over 16.00 utterances.], tot_loss[loss=0.1642, over 1465698.06 frames. utt_duration=1213 frames, utt_pad_proportion=0.07156, over 4838.56 utterances.], batch size: 16, lr: 9.40e-04 2022-11-23 03:19:17,821 INFO [train.py:818] (3/4) Epoch 5, batch 6550, loss[loss=0.1749, over 7200.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004593, over 20.00 utterances.], tot_loss[loss=0.164, over 1465851.67 frames. utt_duration=1200 frames, utt_pad_proportion=0.07606, over 4891.23 utterances.], batch size: 20, lr: 9.39e-04 2022-11-23 03:19:54,952 INFO [train.py:818] (3/4) Epoch 5, batch 6600, loss[loss=0.1661, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00497, over 19.00 utterances.], tot_loss[loss=0.1639, over 1465978.72 frames. utt_duration=1186 frames, utt_pad_proportion=0.08254, over 4951.71 utterances.], batch size: 19, lr: 9.39e-04 2022-11-23 03:20:33,485 INFO [train.py:818] (3/4) Epoch 5, batch 6650, loss[loss=0.1258, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006673, over 19.00 utterances.], tot_loss[loss=0.1632, over 1466041.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.07248, over 4830.55 utterances.], batch size: 19, lr: 9.38e-04 2022-11-23 03:21:10,456 INFO [train.py:818] (3/4) Epoch 5, batch 6700, loss[loss=0.1588, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01663, over 24.00 utterances.], tot_loss[loss=0.1612, over 1465393.01 frames. utt_duration=1223 frames, utt_pad_proportion=0.06947, over 4798.51 utterances.], batch size: 24, lr: 9.38e-04 2022-11-23 03:21:47,645 INFO [train.py:818] (3/4) Epoch 5, batch 6750, loss[loss=0.1584, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005179, over 20.00 utterances.], tot_loss[loss=0.1626, over 1465954.35 frames. utt_duration=1212 frames, utt_pad_proportion=0.06887, over 4842.19 utterances.], batch size: 20, lr: 9.37e-04 2022-11-23 03:22:25,613 INFO [train.py:818] (3/4) Epoch 5, batch 6800, loss[loss=0.258, over 7346.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008891, over 23.00 utterances.], tot_loss[loss=0.1631, over 1465512.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.07189, over 4868.47 utterances.], batch size: 23, lr: 9.37e-04 2022-11-23 03:23:03,451 INFO [train.py:818] (3/4) Epoch 5, batch 6850, loss[loss=0.1462, over 7402.00 frames. utt_duration=1411 frames, utt_pad_proportion=0.00343, over 21.00 utterances.], tot_loss[loss=0.1622, over 1465667.10 frames. utt_duration=1198 frames, utt_pad_proportion=0.07547, over 4900.11 utterances.], batch size: 21, lr: 9.36e-04 2022-11-23 03:23:41,444 INFO [train.py:818] (3/4) Epoch 5, batch 6900, loss[loss=0.1644, over 7172.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007979, over 17.00 utterances.], tot_loss[loss=0.1605, over 1466171.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.07061, over 4823.83 utterances.], batch size: 17, lr: 9.36e-04 2022-11-23 03:24:18,823 INFO [train.py:818] (3/4) Epoch 5, batch 6950, loss[loss=0.1807, over 7297.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.1637, over 1466604.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.0675, over 4815.13 utterances.], batch size: 20, lr: 9.35e-04 2022-11-23 03:24:56,485 INFO [train.py:818] (3/4) Epoch 5, batch 7000, loss[loss=0.155, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.1639, over 1465878.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07377, over 4857.48 utterances.], batch size: 20, lr: 9.35e-04 2022-11-23 03:25:33,669 INFO [train.py:818] (3/4) Epoch 5, batch 7050, loss[loss=0.1359, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03485, over 27.00 utterances.], tot_loss[loss=0.1638, over 1466203.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.07158, over 4814.40 utterances.], batch size: 27, lr: 9.34e-04 2022-11-23 03:26:11,947 INFO [train.py:818] (3/4) Epoch 5, batch 7100, loss[loss=0.1364, over 7279.00 frames. utt_duration=1715 frames, utt_pad_proportion=0.01233, over 17.00 utterances.], tot_loss[loss=0.1629, over 1467108.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06914, over 4773.92 utterances.], batch size: 17, lr: 9.33e-04 2022-11-23 03:26:48,660 INFO [train.py:818] (3/4) Epoch 5, batch 7150, loss[loss=0.1249, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007224, over 20.00 utterances.], tot_loss[loss=0.1631, over 1465720.78 frames. utt_duration=1218 frames, utt_pad_proportion=0.07069, over 4818.02 utterances.], batch size: 20, lr: 9.33e-04 2022-11-23 03:27:26,551 INFO [train.py:818] (3/4) Epoch 5, batch 7200, loss[loss=0.1438, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.162, over 1465932.80 frames. utt_duration=1231 frames, utt_pad_proportion=0.06787, over 4770.85 utterances.], batch size: 20, lr: 9.32e-04 2022-11-23 03:28:03,775 INFO [train.py:818] (3/4) Epoch 5, batch 7250, loss[loss=0.1537, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009112, over 22.00 utterances.], tot_loss[loss=0.1619, over 1464630.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.06815, over 4811.86 utterances.], batch size: 22, lr: 9.32e-04 2022-11-23 03:28:40,238 INFO [train.py:818] (3/4) Epoch 5, batch 7300, loss[loss=0.1691, over 7270.00 frames. utt_duration=1386 frames, utt_pad_proportion=0.005602, over 21.00 utterances.], tot_loss[loss=0.1634, over 1465437.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06472, over 4797.65 utterances.], batch size: 21, lr: 9.31e-04 2022-11-23 03:29:18,238 INFO [train.py:818] (3/4) Epoch 5, batch 7350, loss[loss=0.1792, over 7176.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.00698, over 21.00 utterances.], tot_loss[loss=0.1636, over 1466105.34 frames. utt_duration=1205 frames, utt_pad_proportion=0.06897, over 4871.04 utterances.], batch size: 21, lr: 9.31e-04 2022-11-23 03:29:55,304 INFO [train.py:818] (3/4) Epoch 5, batch 7400, loss[loss=0.1811, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006066, over 18.00 utterances.], tot_loss[loss=0.1609, over 1465838.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06608, over 4807.29 utterances.], batch size: 18, lr: 9.30e-04 2022-11-23 03:30:32,720 INFO [train.py:818] (3/4) Epoch 5, batch 7450, loss[loss=0.1731, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006986, over 19.00 utterances.], tot_loss[loss=0.1607, over 1465732.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06115, over 4733.36 utterances.], batch size: 19, lr: 9.30e-04 2022-11-23 03:31:10,028 INFO [train.py:818] (3/4) Epoch 5, batch 7500, loss[loss=0.2347, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0082, over 23.00 utterances.], tot_loss[loss=0.1639, over 1465786.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.07121, over 4845.35 utterances.], batch size: 23, lr: 9.29e-04 2022-11-23 03:31:47,347 INFO [train.py:818] (3/4) Epoch 5, batch 7550, loss[loss=0.083, over 7147.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01037, over 17.00 utterances.], tot_loss[loss=0.1632, over 1465735.44 frames. utt_duration=1197 frames, utt_pad_proportion=0.07949, over 4905.49 utterances.], batch size: 17, lr: 9.29e-04 2022-11-23 03:32:25,939 INFO [train.py:818] (3/4) Epoch 5, batch 7600, loss[loss=0.2447, over 7421.00 frames. utt_duration=959 frames, utt_pad_proportion=0.07167, over 31.00 utterances.], tot_loss[loss=0.1633, over 1466351.83 frames. utt_duration=1173 frames, utt_pad_proportion=0.08721, over 5006.83 utterances.], batch size: 31, lr: 9.28e-04 2022-11-23 03:33:03,327 INFO [train.py:818] (3/4) Epoch 5, batch 7650, loss[loss=0.17, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006076, over 20.00 utterances.], tot_loss[loss=0.1629, over 1465885.30 frames. utt_duration=1183 frames, utt_pad_proportion=0.08162, over 4961.85 utterances.], batch size: 20, lr: 9.28e-04 2022-11-23 03:33:40,117 INFO [train.py:818] (3/4) Epoch 5, batch 7700, loss[loss=0.1674, over 7401.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004469, over 20.00 utterances.], tot_loss[loss=0.1628, over 1466497.69 frames. utt_duration=1183 frames, utt_pad_proportion=0.07882, over 4963.28 utterances.], batch size: 20, lr: 9.27e-04 2022-11-23 03:34:18,859 INFO [train.py:818] (3/4) Epoch 5, batch 7750, loss[loss=0.1362, over 7241.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.02097, over 16.00 utterances.], tot_loss[loss=0.1625, over 1466563.94 frames. utt_duration=1197 frames, utt_pad_proportion=0.07844, over 4905.88 utterances.], batch size: 16, lr: 9.27e-04 2022-11-23 03:34:54,212 INFO [train.py:818] (3/4) Epoch 5, batch 7800, loss[loss=0.1665, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005859, over 18.00 utterances.], tot_loss[loss=0.1619, over 1466335.84 frames. utt_duration=1205 frames, utt_pad_proportion=0.07357, over 4873.95 utterances.], batch size: 18, lr: 9.26e-04 2022-11-23 03:35:31,853 INFO [train.py:818] (3/4) Epoch 5, batch 7850, loss[loss=0.1431, over 7420.00 frames. utt_duration=959.3 frames, utt_pad_proportion=0.06958, over 31.00 utterances.], tot_loss[loss=0.1614, over 1465771.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.0702, over 4837.06 utterances.], batch size: 31, lr: 9.25e-04 2022-11-23 03:36:08,665 INFO [train.py:818] (3/4) Epoch 5, batch 7900, loss[loss=0.1981, over 7433.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.013, over 17.00 utterances.], tot_loss[loss=0.1593, over 1465184.66 frames. utt_duration=1222 frames, utt_pad_proportion=0.06901, over 4802.28 utterances.], batch size: 17, lr: 9.25e-04 2022-11-23 03:36:45,914 INFO [train.py:818] (3/4) Epoch 5, batch 7950, loss[loss=0.1663, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006214, over 21.00 utterances.], tot_loss[loss=0.1589, over 1464843.40 frames. utt_duration=1205 frames, utt_pad_proportion=0.07465, over 4870.32 utterances.], batch size: 21, lr: 9.24e-04 2022-11-23 03:37:25,191 INFO [train.py:818] (3/4) Epoch 5, batch 8000, loss[loss=0.14, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006247, over 19.00 utterances.], tot_loss[loss=0.16, over 1464898.58 frames. utt_duration=1198 frames, utt_pad_proportion=0.07582, over 4897.50 utterances.], batch size: 19, lr: 9.24e-04 2022-11-23 03:38:01,362 INFO [train.py:818] (3/4) Epoch 5, batch 8050, loss[loss=0.2113, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.0228, over 25.00 utterances.], tot_loss[loss=0.1637, over 1465212.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07397, over 4876.70 utterances.], batch size: 25, lr: 9.23e-04 2022-11-23 03:38:37,911 INFO [train.py:818] (3/4) Epoch 5, batch 8100, loss[loss=0.1544, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007231, over 22.00 utterances.], tot_loss[loss=0.1618, over 1465903.94 frames. utt_duration=1223 frames, utt_pad_proportion=0.06797, over 4802.06 utterances.], batch size: 22, lr: 9.23e-04 2022-11-23 03:39:15,192 INFO [train.py:818] (3/4) Epoch 5, batch 8150, loss[loss=0.1673, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009388, over 22.00 utterances.], tot_loss[loss=0.1594, over 1465617.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06276, over 4735.08 utterances.], batch size: 22, lr: 9.22e-04 2022-11-23 03:39:52,142 INFO [train.py:818] (3/4) Epoch 5, batch 8200, loss[loss=0.212, over 7471.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.2953, over 68.00 utterances.], tot_loss[loss=0.1586, over 1466201.04 frames. utt_duration=1217 frames, utt_pad_proportion=0.06683, over 4824.24 utterances.], batch size: 68, lr: 9.22e-04 2022-11-23 03:40:29,523 INFO [train.py:818] (3/4) Epoch 5, batch 8250, loss[loss=0.1429, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008739, over 22.00 utterances.], tot_loss[loss=0.1574, over 1466227.87 frames. utt_duration=1219 frames, utt_pad_proportion=0.06781, over 4816.60 utterances.], batch size: 22, lr: 9.21e-04 2022-11-23 03:41:06,629 INFO [train.py:818] (3/4) Epoch 5, batch 8300, loss[loss=0.1054, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00575, over 20.00 utterances.], tot_loss[loss=0.1575, over 1464993.50 frames. utt_duration=1220 frames, utt_pad_proportion=0.06548, over 4810.43 utterances.], batch size: 20, lr: 9.21e-04 2022-11-23 03:41:44,213 INFO [train.py:818] (3/4) Epoch 5, batch 8350, loss[loss=0.09586, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006546, over 21.00 utterances.], tot_loss[loss=0.1587, over 1463965.27 frames. utt_duration=1188 frames, utt_pad_proportion=0.0744, over 4937.17 utterances.], batch size: 21, lr: 9.20e-04 2022-11-23 03:42:21,522 INFO [train.py:818] (3/4) Epoch 5, batch 8400, loss[loss=0.09444, over 7388.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007351, over 19.00 utterances.], tot_loss[loss=0.1581, over 1463582.45 frames. utt_duration=1184 frames, utt_pad_proportion=0.07806, over 4948.92 utterances.], batch size: 19, lr: 9.20e-04 2022-11-23 03:42:58,000 INFO [train.py:818] (3/4) Epoch 5, batch 8450, loss[loss=0.1034, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005381, over 21.00 utterances.], tot_loss[loss=0.1554, over 1464674.20 frames. utt_duration=1215 frames, utt_pad_proportion=0.06804, over 4826.81 utterances.], batch size: 21, lr: 9.19e-04 2022-11-23 03:43:35,325 INFO [train.py:818] (3/4) Epoch 5, batch 8500, loss[loss=0.1228, over 7293.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01181, over 17.00 utterances.], tot_loss[loss=0.155, over 1463802.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06578, over 4783.96 utterances.], batch size: 17, lr: 9.19e-04 2022-11-23 03:44:14,639 INFO [train.py:818] (3/4) Epoch 5, batch 8550, loss[loss=0.08969, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009781, over 17.00 utterances.], tot_loss[loss=0.1555, over 1465035.98 frames. utt_duration=1224 frames, utt_pad_proportion=0.06397, over 4792.69 utterances.], batch size: 17, lr: 9.18e-04 2022-11-23 03:44:51,389 INFO [train.py:818] (3/4) Epoch 5, batch 8600, loss[loss=0.07399, over 7182.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006532, over 17.00 utterances.], tot_loss[loss=0.1565, over 1465253.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06449, over 4797.08 utterances.], batch size: 17, lr: 9.18e-04 2022-11-23 03:45:27,116 INFO [train.py:818] (3/4) Epoch 5, batch 8650, loss[loss=0.1458, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006757, over 19.00 utterances.], tot_loss[loss=0.156, over 1466428.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.05984, over 4755.63 utterances.], batch size: 19, lr: 9.17e-04 2022-11-23 03:46:04,707 INFO [train.py:818] (3/4) Epoch 5, batch 8700, loss[loss=0.1346, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006768, over 20.00 utterances.], tot_loss[loss=0.1566, over 1466179.12 frames. utt_duration=1211 frames, utt_pad_proportion=0.07127, over 4848.60 utterances.], batch size: 20, lr: 9.17e-04 2022-11-23 03:46:40,010 INFO [train.py:818] (3/4) Epoch 5, batch 8750, loss[loss=0.1485, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005211, over 20.00 utterances.], tot_loss[loss=0.1559, over 1465663.51 frames. utt_duration=1218 frames, utt_pad_proportion=0.06878, over 4819.86 utterances.], batch size: 20, lr: 9.16e-04 2022-11-23 03:47:17,423 INFO [train.py:818] (3/4) Epoch 5, batch 8800, loss[loss=0.1549, over 7311.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.0342, over 27.00 utterances.], tot_loss[loss=0.1554, over 1465499.29 frames. utt_duration=1205 frames, utt_pad_proportion=0.07493, over 4872.40 utterances.], batch size: 27, lr: 9.16e-04 2022-11-23 03:47:54,293 INFO [train.py:818] (3/4) Epoch 5, batch 8850, loss[loss=0.1633, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00542, over 19.00 utterances.], tot_loss[loss=0.1565, over 1465276.79 frames. utt_duration=1190 frames, utt_pad_proportion=0.07856, over 4929.44 utterances.], batch size: 19, lr: 9.15e-04 2022-11-23 03:49:14,713 INFO [train.py:818] (3/4) Epoch 6, batch 0, loss[loss=0.1332, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00625, over 21.00 utterances.], tot_loss[loss=0.1332, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00625, over 21.00 utterances.], batch size: 21, lr: 8.79e-04 2022-11-23 03:49:51,775 INFO [train.py:818] (3/4) Epoch 6, batch 50, loss[loss=0.08711, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008398, over 17.00 utterances.], tot_loss[loss=0.1268, over 330091.26 frames. utt_duration=1161 frames, utt_pad_proportion=0.08216, over 1138.94 utterances.], batch size: 17, lr: 8.78e-04 2022-11-23 03:50:27,702 INFO [train.py:818] (3/4) Epoch 6, batch 100, loss[loss=0.09338, over 7298.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008384, over 17.00 utterances.], tot_loss[loss=0.1231, over 581940.25 frames. utt_duration=1297 frames, utt_pad_proportion=0.0478, over 1796.62 utterances.], batch size: 17, lr: 8.78e-04 2022-11-23 03:51:04,351 INFO [train.py:818] (3/4) Epoch 6, batch 150, loss[loss=0.1378, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01737, over 24.00 utterances.], tot_loss[loss=0.1209, over 776038.82 frames. utt_duration=1328 frames, utt_pad_proportion=0.04161, over 2340.87 utterances.], batch size: 24, lr: 8.77e-04 2022-11-23 03:51:39,940 INFO [train.py:818] (3/4) Epoch 6, batch 200, loss[loss=0.1363, over 7270.00 frames. utt_duration=766.8 frames, utt_pad_proportion=0.1135, over 38.00 utterances.], tot_loss[loss=0.121, over 928742.71 frames. utt_duration=1338 frames, utt_pad_proportion=0.03446, over 2778.81 utterances.], batch size: 38, lr: 8.77e-04 2022-11-23 03:52:16,788 INFO [train.py:818] (3/4) Epoch 6, batch 250, loss[loss=0.1129, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.005943, over 18.00 utterances.], tot_loss[loss=0.1224, over 1046886.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.05023, over 3258.43 utterances.], batch size: 18, lr: 8.76e-04 2022-11-23 03:52:53,950 INFO [train.py:818] (3/4) Epoch 6, batch 300, loss[loss=0.113, over 7274.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03892, over 27.00 utterances.], tot_loss[loss=0.1238, over 1139265.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05867, over 3655.34 utterances.], batch size: 27, lr: 8.76e-04 2022-11-23 03:53:30,189 INFO [train.py:818] (3/4) Epoch 6, batch 350, loss[loss=0.09322, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007217, over 21.00 utterances.], tot_loss[loss=0.1221, over 1211939.90 frames. utt_duration=1262 frames, utt_pad_proportion=0.05374, over 3845.23 utterances.], batch size: 21, lr: 8.76e-04 2022-11-23 03:54:07,396 INFO [train.py:818] (3/4) Epoch 6, batch 400, loss[loss=0.06291, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006272, over 18.00 utterances.], tot_loss[loss=0.1222, over 1267560.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.05671, over 4069.58 utterances.], batch size: 18, lr: 8.75e-04 2022-11-23 03:54:44,751 INFO [train.py:818] (3/4) Epoch 6, batch 450, loss[loss=0.1026, over 7476.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.007461, over 17.00 utterances.], tot_loss[loss=0.1231, over 1312511.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06226, over 4259.92 utterances.], batch size: 17, lr: 8.75e-04 2022-11-23 03:55:20,378 INFO [train.py:818] (3/4) Epoch 6, batch 500, loss[loss=0.1259, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008974, over 22.00 utterances.], tot_loss[loss=0.122, over 1345750.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.05843, over 4307.72 utterances.], batch size: 22, lr: 8.74e-04 2022-11-23 03:55:56,636 INFO [train.py:818] (3/4) Epoch 6, batch 550, loss[loss=0.1099, over 7278.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.007425, over 20.00 utterances.], tot_loss[loss=0.1206, over 1371797.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.04942, over 4295.95 utterances.], batch size: 20, lr: 8.74e-04 2022-11-23 03:56:33,331 INFO [train.py:818] (3/4) Epoch 6, batch 600, loss[loss=0.1174, over 7372.00 frames. utt_duration=777.4 frames, utt_pad_proportion=0.1033, over 38.00 utterances.], tot_loss[loss=0.1207, over 1393156.34 frames. utt_duration=1273 frames, utt_pad_proportion=0.0495, over 4381.30 utterances.], batch size: 38, lr: 8.73e-04 2022-11-23 03:57:09,762 INFO [train.py:818] (3/4) Epoch 6, batch 650, loss[loss=0.09396, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006033, over 21.00 utterances.], tot_loss[loss=0.1188, over 1408178.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.05083, over 4442.95 utterances.], batch size: 21, lr: 8.73e-04 2022-11-23 03:57:46,649 INFO [train.py:818] (3/4) Epoch 6, batch 700, loss[loss=0.1115, over 7469.00 frames. utt_duration=767.8 frames, utt_pad_proportion=0.1285, over 39.00 utterances.], tot_loss[loss=0.1181, over 1420125.67 frames. utt_duration=1276 frames, utt_pad_proportion=0.04677, over 4455.71 utterances.], batch size: 39, lr: 8.72e-04 2022-11-23 03:58:24,247 INFO [train.py:818] (3/4) Epoch 6, batch 750, loss[loss=0.1248, over 7291.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01021, over 17.00 utterances.], tot_loss[loss=0.1194, over 1430475.24 frames. utt_duration=1261 frames, utt_pad_proportion=0.05641, over 4541.85 utterances.], batch size: 17, lr: 8.72e-04 2022-11-23 03:59:01,375 INFO [train.py:818] (3/4) Epoch 6, batch 800, loss[loss=0.2453, over 7440.00 frames. utt_duration=432.7 frames, utt_pad_proportion=0.326, over 69.00 utterances.], tot_loss[loss=0.1195, over 1439459.13 frames. utt_duration=1242 frames, utt_pad_proportion=0.06389, over 4642.15 utterances.], batch size: 69, lr: 8.71e-04 2022-11-23 03:59:37,188 INFO [train.py:818] (3/4) Epoch 6, batch 850, loss[loss=0.1534, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008836, over 22.00 utterances.], tot_loss[loss=0.1197, over 1444436.14 frames. utt_duration=1264 frames, utt_pad_proportion=0.0581, over 4577.07 utterances.], batch size: 22, lr: 8.71e-04 2022-11-23 04:00:13,224 INFO [train.py:818] (3/4) Epoch 6, batch 900, loss[loss=0.1784, over 7387.00 frames. utt_duration=429.7 frames, utt_pad_proportion=0.3276, over 69.00 utterances.], tot_loss[loss=0.1196, over 1449523.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05918, over 4593.08 utterances.], batch size: 69, lr: 8.70e-04 2022-11-23 04:00:51,559 INFO [train.py:818] (3/4) Epoch 6, batch 950, loss[loss=0.1068, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007482, over 18.00 utterances.], tot_loss[loss=0.1206, over 1452950.59 frames. utt_duration=1237 frames, utt_pad_proportion=0.06953, over 4704.71 utterances.], batch size: 18, lr: 8.70e-04 2022-11-23 04:01:26,642 INFO [train.py:818] (3/4) Epoch 6, batch 1000, loss[loss=0.1152, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004852, over 21.00 utterances.], tot_loss[loss=0.122, over 1455400.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.06359, over 4672.05 utterances.], batch size: 21, lr: 8.69e-04 2022-11-23 04:02:03,464 INFO [train.py:818] (3/4) Epoch 6, batch 1050, loss[loss=0.157, over 7482.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01213, over 24.00 utterances.], tot_loss[loss=0.1226, over 1457580.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.0614, over 4632.50 utterances.], batch size: 24, lr: 8.69e-04 2022-11-23 04:02:40,344 INFO [train.py:818] (3/4) Epoch 6, batch 1100, loss[loss=0.1409, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.008318, over 17.00 utterances.], tot_loss[loss=0.1249, over 1458266.51 frames. utt_duration=1279 frames, utt_pad_proportion=0.05603, over 4567.02 utterances.], batch size: 17, lr: 8.68e-04 2022-11-23 04:03:16,893 INFO [train.py:818] (3/4) Epoch 6, batch 1150, loss[loss=0.09486, over 7458.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008764, over 17.00 utterances.], tot_loss[loss=0.125, over 1459627.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05993, over 4631.05 utterances.], batch size: 17, lr: 8.68e-04 2022-11-23 04:03:52,393 INFO [train.py:818] (3/4) Epoch 6, batch 1200, loss[loss=0.2208, over 7263.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.01233, over 24.00 utterances.], tot_loss[loss=0.1256, over 1459979.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.05542, over 4580.15 utterances.], batch size: 24, lr: 8.67e-04 2022-11-23 04:04:29,883 INFO [train.py:818] (3/4) Epoch 6, batch 1250, loss[loss=0.1153, over 7212.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.003796, over 20.00 utterances.], tot_loss[loss=0.126, over 1460767.75 frames. utt_duration=1280 frames, utt_pad_proportion=0.05501, over 4570.06 utterances.], batch size: 20, lr: 8.67e-04 2022-11-23 04:05:05,474 INFO [train.py:818] (3/4) Epoch 6, batch 1300, loss[loss=0.1929, over 7303.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.0342, over 27.00 utterances.], tot_loss[loss=0.1256, over 1461499.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.05708, over 4594.24 utterances.], batch size: 27, lr: 8.66e-04 2022-11-23 04:05:42,458 INFO [train.py:818] (3/4) Epoch 6, batch 1350, loss[loss=0.1081, over 7206.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004794, over 19.00 utterances.], tot_loss[loss=0.1253, over 1463218.61 frames. utt_duration=1269 frames, utt_pad_proportion=0.05762, over 4616.15 utterances.], batch size: 19, lr: 8.66e-04 2022-11-23 04:06:20,076 INFO [train.py:818] (3/4) Epoch 6, batch 1400, loss[loss=0.09859, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007626, over 22.00 utterances.], tot_loss[loss=0.1257, over 1464505.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.0549, over 4585.43 utterances.], batch size: 22, lr: 8.66e-04 2022-11-23 04:06:56,460 INFO [train.py:818] (3/4) Epoch 6, batch 1450, loss[loss=0.1679, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01043, over 23.00 utterances.], tot_loss[loss=0.1264, over 1464380.86 frames. utt_duration=1291 frames, utt_pad_proportion=0.04824, over 4542.33 utterances.], batch size: 23, lr: 8.65e-04 2022-11-23 04:07:32,402 INFO [train.py:818] (3/4) Epoch 6, batch 1500, loss[loss=0.1076, over 7367.00 frames. utt_duration=952.4 frames, utt_pad_proportion=0.07982, over 31.00 utterances.], tot_loss[loss=0.1265, over 1465256.66 frames. utt_duration=1278 frames, utt_pad_proportion=0.05356, over 4591.83 utterances.], batch size: 31, lr: 8.65e-04 2022-11-23 04:08:10,100 INFO [train.py:818] (3/4) Epoch 6, batch 1550, loss[loss=0.1586, over 7445.00 frames. utt_duration=785.1 frames, utt_pad_proportion=0.1089, over 38.00 utterances.], tot_loss[loss=0.1276, over 1465060.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.06227, over 4749.96 utterances.], batch size: 38, lr: 8.64e-04 2022-11-23 04:08:47,096 INFO [train.py:818] (3/4) Epoch 6, batch 1600, loss[loss=0.09763, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.129, over 1465785.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06743, over 4784.90 utterances.], batch size: 20, lr: 8.64e-04 2022-11-23 04:09:24,426 INFO [train.py:818] (3/4) Epoch 6, batch 1650, loss[loss=0.1243, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006115, over 22.00 utterances.], tot_loss[loss=0.1292, over 1465936.96 frames. utt_duration=1226 frames, utt_pad_proportion=0.06681, over 4790.23 utterances.], batch size: 22, lr: 8.63e-04 2022-11-23 04:09:59,897 INFO [train.py:818] (3/4) Epoch 6, batch 1700, loss[loss=0.1324, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01696, over 24.00 utterances.], tot_loss[loss=0.1279, over 1466557.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.06153, over 4735.31 utterances.], batch size: 24, lr: 8.63e-04 2022-11-23 04:10:36,328 INFO [train.py:818] (3/4) Epoch 6, batch 1750, loss[loss=0.1432, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01367, over 24.00 utterances.], tot_loss[loss=0.1262, over 1466508.94 frames. utt_duration=1285 frames, utt_pad_proportion=0.05282, over 4570.67 utterances.], batch size: 24, lr: 8.62e-04 2022-11-23 04:11:13,188 INFO [train.py:818] (3/4) Epoch 6, batch 1800, loss[loss=0.09814, over 7294.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.006936, over 17.00 utterances.], tot_loss[loss=0.1247, over 1465498.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.05812, over 4619.20 utterances.], batch size: 17, lr: 8.62e-04 2022-11-23 04:11:49,652 INFO [train.py:818] (3/4) Epoch 6, batch 1850, loss[loss=0.1059, over 7230.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.03061, over 16.00 utterances.], tot_loss[loss=0.1257, over 1464741.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.05836, over 4596.82 utterances.], batch size: 16, lr: 8.61e-04 2022-11-23 04:12:26,454 INFO [train.py:818] (3/4) Epoch 6, batch 1900, loss[loss=0.08639, over 7249.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.02842, over 16.00 utterances.], tot_loss[loss=0.1276, over 1464065.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05639, over 4626.93 utterances.], batch size: 16, lr: 8.61e-04 2022-11-23 04:13:03,550 INFO [train.py:818] (3/4) Epoch 6, batch 1950, loss[loss=0.1762, over 7291.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03423, over 27.00 utterances.], tot_loss[loss=0.127, over 1463804.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.05827, over 4674.05 utterances.], batch size: 27, lr: 8.60e-04 2022-11-23 04:13:39,811 INFO [train.py:818] (3/4) Epoch 6, batch 2000, loss[loss=0.1541, over 7347.00 frames. utt_duration=775 frames, utt_pad_proportion=0.09988, over 38.00 utterances.], tot_loss[loss=0.1255, over 1463615.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.0525, over 4605.28 utterances.], batch size: 38, lr: 8.60e-04 2022-11-23 04:14:16,035 INFO [train.py:818] (3/4) Epoch 6, batch 2050, loss[loss=0.1282, over 7183.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 21.00 utterances.], tot_loss[loss=0.1245, over 1463898.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.052, over 4601.15 utterances.], batch size: 21, lr: 8.60e-04 2022-11-23 04:14:52,669 INFO [train.py:818] (3/4) Epoch 6, batch 2100, loss[loss=0.07909, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.0066, over 17.00 utterances.], tot_loss[loss=0.1244, over 1464328.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.0536, over 4619.23 utterances.], batch size: 17, lr: 8.59e-04 2022-11-23 04:15:29,533 INFO [train.py:818] (3/4) Epoch 6, batch 2150, loss[loss=0.1041, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.1248, over 1464947.07 frames. utt_duration=1255 frames, utt_pad_proportion=0.05478, over 4673.73 utterances.], batch size: 24, lr: 8.59e-04 2022-11-23 04:16:05,411 INFO [train.py:818] (3/4) Epoch 6, batch 2200, loss[loss=0.1017, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008583, over 18.00 utterances.], tot_loss[loss=0.1254, over 1465640.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05405, over 4672.50 utterances.], batch size: 18, lr: 8.58e-04 2022-11-23 04:16:42,862 INFO [train.py:818] (3/4) Epoch 6, batch 2250, loss[loss=0.11, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008103, over 17.00 utterances.], tot_loss[loss=0.1258, over 1464425.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.05707, over 4661.11 utterances.], batch size: 17, lr: 8.58e-04 2022-11-23 04:17:19,273 INFO [train.py:818] (3/4) Epoch 6, batch 2300, loss[loss=0.1359, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008145, over 22.00 utterances.], tot_loss[loss=0.1251, over 1463731.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05373, over 4644.03 utterances.], batch size: 22, lr: 8.57e-04 2022-11-23 04:17:55,684 INFO [train.py:818] (3/4) Epoch 6, batch 2350, loss[loss=0.1043, over 7447.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.008912, over 17.00 utterances.], tot_loss[loss=0.1236, over 1463957.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05362, over 4591.75 utterances.], batch size: 17, lr: 8.57e-04 2022-11-23 04:18:32,046 INFO [train.py:818] (3/4) Epoch 6, batch 2400, loss[loss=0.1147, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005859, over 21.00 utterances.], tot_loss[loss=0.1236, over 1465036.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.05578, over 4646.98 utterances.], batch size: 21, lr: 8.56e-04 2022-11-23 04:19:09,223 INFO [train.py:818] (3/4) Epoch 6, batch 2450, loss[loss=0.1225, over 7337.00 frames. utt_duration=754 frames, utt_pad_proportion=0.1343, over 39.00 utterances.], tot_loss[loss=0.1234, over 1465635.89 frames. utt_duration=1267 frames, utt_pad_proportion=0.05338, over 4633.67 utterances.], batch size: 39, lr: 8.56e-04 2022-11-23 04:19:45,889 INFO [train.py:818] (3/4) Epoch 6, batch 2500, loss[loss=0.1369, over 7304.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03267, over 27.00 utterances.], tot_loss[loss=0.1222, over 1464497.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.05295, over 4606.99 utterances.], batch size: 27, lr: 8.55e-04 2022-11-23 04:20:22,201 INFO [train.py:818] (3/4) Epoch 6, batch 2550, loss[loss=0.08494, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006666, over 22.00 utterances.], tot_loss[loss=0.1223, over 1464543.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.04618, over 4558.09 utterances.], batch size: 22, lr: 8.55e-04 2022-11-23 04:20:58,973 INFO [train.py:818] (3/4) Epoch 6, batch 2600, loss[loss=0.1119, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006757, over 19.00 utterances.], tot_loss[loss=0.1212, over 1464345.93 frames. utt_duration=1310 frames, utt_pad_proportion=0.04382, over 4477.82 utterances.], batch size: 19, lr: 8.55e-04 2022-11-23 04:21:35,915 INFO [train.py:818] (3/4) Epoch 6, batch 2650, loss[loss=0.1783, over 7374.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.07318, over 31.00 utterances.], tot_loss[loss=0.122, over 1464979.90 frames. utt_duration=1305 frames, utt_pad_proportion=0.04454, over 4496.57 utterances.], batch size: 31, lr: 8.54e-04 2022-11-23 04:22:11,275 INFO [train.py:818] (3/4) Epoch 6, batch 2700, loss[loss=0.1489, over 7395.00 frames. utt_duration=401.2 frames, utt_pad_proportion=0.3465, over 74.00 utterances.], tot_loss[loss=0.1229, over 1464516.05 frames. utt_duration=1298 frames, utt_pad_proportion=0.04992, over 4516.94 utterances.], batch size: 74, lr: 8.54e-04 2022-11-23 04:22:48,301 INFO [train.py:818] (3/4) Epoch 6, batch 2750, loss[loss=0.08717, over 7469.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.007469, over 17.00 utterances.], tot_loss[loss=0.1213, over 1465385.72 frames. utt_duration=1317 frames, utt_pad_proportion=0.04403, over 4454.61 utterances.], batch size: 17, lr: 8.53e-04 2022-11-23 04:23:25,189 INFO [train.py:818] (3/4) Epoch 6, batch 2800, loss[loss=0.1121, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006634, over 19.00 utterances.], tot_loss[loss=0.1233, over 1465852.74 frames. utt_duration=1293 frames, utt_pad_proportion=0.05059, over 4540.82 utterances.], batch size: 19, lr: 8.53e-04 2022-11-23 04:24:00,833 INFO [train.py:818] (3/4) Epoch 6, batch 2850, loss[loss=0.1527, over 7332.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009647, over 23.00 utterances.], tot_loss[loss=0.1222, over 1465198.81 frames. utt_duration=1301 frames, utt_pad_proportion=0.04572, over 4511.02 utterances.], batch size: 23, lr: 8.52e-04 2022-11-23 04:24:36,366 INFO [train.py:818] (3/4) Epoch 6, batch 2900, loss[loss=0.1487, over 7183.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.1234, over 1464747.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04395, over 4501.28 utterances.], batch size: 21, lr: 8.52e-04 2022-11-23 04:25:13,997 INFO [train.py:818] (3/4) Epoch 6, batch 2950, loss[loss=0.0979, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006003, over 18.00 utterances.], tot_loss[loss=0.1244, over 1465190.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.04989, over 4599.38 utterances.], batch size: 18, lr: 8.51e-04 2022-11-23 04:25:49,712 INFO [train.py:818] (3/4) Epoch 6, batch 3000, loss[loss=0.09317, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005682, over 21.00 utterances.], tot_loss[loss=0.1229, over 1465238.13 frames. utt_duration=1297 frames, utt_pad_proportion=0.04344, over 4523.13 utterances.], batch size: 21, lr: 8.51e-04 2022-11-23 04:25:49,713 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 04:26:09,735 INFO [train.py:847] (3/4) Epoch 6, validation: loss=0.07161, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 04:26:47,011 INFO [train.py:818] (3/4) Epoch 6, batch 3050, loss[loss=0.1195, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005682, over 21.00 utterances.], tot_loss[loss=0.1209, over 1466528.77 frames. utt_duration=1300 frames, utt_pad_proportion=0.04313, over 4516.15 utterances.], batch size: 21, lr: 8.51e-04 2022-11-23 04:27:23,878 INFO [train.py:818] (3/4) Epoch 6, batch 3100, loss[loss=0.1532, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005893, over 21.00 utterances.], tot_loss[loss=0.1231, over 1467515.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.05831, over 4683.49 utterances.], batch size: 21, lr: 8.50e-04 2022-11-23 04:28:00,162 INFO [train.py:818] (3/4) Epoch 6, batch 3150, loss[loss=0.1054, over 7152.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01051, over 17.00 utterances.], tot_loss[loss=0.1215, over 1466343.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05809, over 4649.33 utterances.], batch size: 17, lr: 8.50e-04 2022-11-23 04:28:37,828 INFO [train.py:818] (3/4) Epoch 6, batch 3200, loss[loss=0.1245, over 7299.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004667, over 21.00 utterances.], tot_loss[loss=0.1215, over 1465671.31 frames. utt_duration=1253 frames, utt_pad_proportion=0.06393, over 4685.58 utterances.], batch size: 21, lr: 8.49e-04 2022-11-23 04:29:15,054 INFO [train.py:818] (3/4) Epoch 6, batch 3250, loss[loss=0.1368, over 7437.00 frames. utt_duration=764.3 frames, utt_pad_proportion=0.1175, over 39.00 utterances.], tot_loss[loss=0.1214, over 1464839.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06323, over 4723.38 utterances.], batch size: 39, lr: 8.49e-04 2022-11-23 04:29:51,820 INFO [train.py:818] (3/4) Epoch 6, batch 3300, loss[loss=0.1738, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007631, over 18.00 utterances.], tot_loss[loss=0.1222, over 1464818.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.06001, over 4711.10 utterances.], batch size: 18, lr: 8.48e-04 2022-11-23 04:30:28,817 INFO [train.py:818] (3/4) Epoch 6, batch 3350, loss[loss=0.1626, over 7452.00 frames. utt_duration=404.3 frames, utt_pad_proportion=0.3643, over 74.00 utterances.], tot_loss[loss=0.1221, over 1464419.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.06492, over 4735.93 utterances.], batch size: 74, lr: 8.48e-04 2022-11-23 04:31:04,874 INFO [train.py:818] (3/4) Epoch 6, batch 3400, loss[loss=0.09679, over 7300.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005242, over 20.00 utterances.], tot_loss[loss=0.1215, over 1464441.11 frames. utt_duration=1245 frames, utt_pad_proportion=0.06065, over 4710.95 utterances.], batch size: 20, lr: 8.47e-04 2022-11-23 04:31:41,831 INFO [train.py:818] (3/4) Epoch 6, batch 3450, loss[loss=0.0939, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00607, over 19.00 utterances.], tot_loss[loss=0.1215, over 1464784.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06036, over 4739.67 utterances.], batch size: 19, lr: 8.47e-04 2022-11-23 04:32:18,214 INFO [train.py:818] (3/4) Epoch 6, batch 3500, loss[loss=0.1348, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008283, over 22.00 utterances.], tot_loss[loss=0.1218, over 1464461.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.06299, over 4735.27 utterances.], batch size: 22, lr: 8.47e-04 2022-11-23 04:33:06,682 INFO [train.py:818] (3/4) Epoch 6, batch 3550, loss[loss=0.1971, over 7431.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.07138, over 31.00 utterances.], tot_loss[loss=0.1205, over 1465225.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06054, over 4714.68 utterances.], batch size: 31, lr: 8.46e-04 2022-11-23 04:33:43,866 INFO [train.py:818] (3/4) Epoch 6, batch 3600, loss[loss=0.1678, over 7324.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03222, over 27.00 utterances.], tot_loss[loss=0.1216, over 1464612.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06115, over 4695.13 utterances.], batch size: 27, lr: 8.46e-04 2022-11-23 04:34:20,228 INFO [train.py:818] (3/4) Epoch 6, batch 3650, loss[loss=0.08908, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.004327, over 22.00 utterances.], tot_loss[loss=0.1192, over 1464399.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.06141, over 4693.33 utterances.], batch size: 22, lr: 8.45e-04 2022-11-23 04:34:56,276 INFO [train.py:818] (3/4) Epoch 6, batch 3700, loss[loss=0.09145, over 7298.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009024, over 17.00 utterances.], tot_loss[loss=0.1205, over 1465583.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06477, over 4712.94 utterances.], batch size: 17, lr: 8.45e-04 2022-11-23 04:35:33,371 INFO [train.py:818] (3/4) Epoch 6, batch 3750, loss[loss=0.1759, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009652, over 17.00 utterances.], tot_loss[loss=0.1205, over 1466237.11 frames. utt_duration=1267 frames, utt_pad_proportion=0.05772, over 4634.57 utterances.], batch size: 17, lr: 8.44e-04 2022-11-23 04:36:09,523 INFO [train.py:818] (3/4) Epoch 6, batch 3800, loss[loss=0.1043, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005898, over 19.00 utterances.], tot_loss[loss=0.1212, over 1465203.20 frames. utt_duration=1287 frames, utt_pad_proportion=0.05212, over 4559.85 utterances.], batch size: 19, lr: 8.44e-04 2022-11-23 04:36:46,238 INFO [train.py:818] (3/4) Epoch 6, batch 3850, loss[loss=0.1153, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.006062, over 17.00 utterances.], tot_loss[loss=0.1224, over 1465654.47 frames. utt_duration=1284 frames, utt_pad_proportion=0.05229, over 4571.21 utterances.], batch size: 17, lr: 8.44e-04 2022-11-23 04:37:22,600 INFO [train.py:818] (3/4) Epoch 6, batch 3900, loss[loss=0.2051, over 7380.00 frames. utt_duration=435.7 frames, utt_pad_proportion=0.3214, over 68.00 utterances.], tot_loss[loss=0.1219, over 1465711.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05804, over 4637.84 utterances.], batch size: 68, lr: 8.43e-04 2022-11-23 04:37:58,461 INFO [train.py:818] (3/4) Epoch 6, batch 3950, loss[loss=0.1089, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005743, over 19.00 utterances.], tot_loss[loss=0.1214, over 1465786.69 frames. utt_duration=1285 frames, utt_pad_proportion=0.05372, over 4569.28 utterances.], batch size: 19, lr: 8.43e-04 2022-11-23 04:38:36,097 INFO [train.py:818] (3/4) Epoch 6, batch 4000, loss[loss=0.09239, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 19.00 utterances.], tot_loss[loss=0.1203, over 1465637.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05505, over 4606.42 utterances.], batch size: 19, lr: 8.42e-04 2022-11-23 04:39:13,029 INFO [train.py:818] (3/4) Epoch 6, batch 4050, loss[loss=0.1426, over 7379.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006726, over 21.00 utterances.], tot_loss[loss=0.1215, over 1465269.26 frames. utt_duration=1283 frames, utt_pad_proportion=0.05134, over 4573.93 utterances.], batch size: 21, lr: 8.42e-04 2022-11-23 04:39:49,756 INFO [train.py:818] (3/4) Epoch 6, batch 4100, loss[loss=0.1036, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00609, over 20.00 utterances.], tot_loss[loss=0.1234, over 1465304.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.0489, over 4547.24 utterances.], batch size: 20, lr: 8.41e-04 2022-11-23 04:40:26,643 INFO [train.py:818] (3/4) Epoch 6, batch 4150, loss[loss=0.09408, over 7271.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.008073, over 21.00 utterances.], tot_loss[loss=0.1244, over 1464624.10 frames. utt_duration=1300 frames, utt_pad_proportion=0.04324, over 4511.61 utterances.], batch size: 21, lr: 8.41e-04 2022-11-23 04:41:03,415 INFO [train.py:818] (3/4) Epoch 6, batch 4200, loss[loss=0.09564, over 7457.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1274, over 39.00 utterances.], tot_loss[loss=0.1283, over 1465345.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.0453, over 4600.68 utterances.], batch size: 39, lr: 8.41e-04 2022-11-23 04:41:40,795 INFO [train.py:818] (3/4) Epoch 6, batch 4250, loss[loss=0.1362, over 7241.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04211, over 16.00 utterances.], tot_loss[loss=0.131, over 1464637.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05255, over 4661.60 utterances.], batch size: 16, lr: 8.40e-04 2022-11-23 04:42:16,272 INFO [train.py:818] (3/4) Epoch 6, batch 4300, loss[loss=0.156, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00568, over 19.00 utterances.], tot_loss[loss=0.1352, over 1465517.55 frames. utt_duration=1285 frames, utt_pad_proportion=0.04482, over 4567.85 utterances.], batch size: 19, lr: 8.40e-04 2022-11-23 04:42:51,504 INFO [train.py:818] (3/4) Epoch 6, batch 4350, loss[loss=0.1191, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006518, over 22.00 utterances.], tot_loss[loss=0.1372, over 1465925.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04095, over 4535.20 utterances.], batch size: 22, lr: 8.39e-04 2022-11-23 04:43:27,412 INFO [train.py:818] (3/4) Epoch 6, batch 4400, loss[loss=0.1239, over 7306.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00844, over 18.00 utterances.], tot_loss[loss=0.1395, over 1466084.61 frames. utt_duration=1316 frames, utt_pad_proportion=0.03584, over 4461.33 utterances.], batch size: 18, lr: 8.39e-04 2022-11-23 04:44:03,734 INFO [train.py:818] (3/4) Epoch 6, batch 4450, loss[loss=0.1542, over 7284.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03789, over 27.00 utterances.], tot_loss[loss=0.1429, over 1466640.26 frames. utt_duration=1305 frames, utt_pad_proportion=0.03939, over 4499.78 utterances.], batch size: 27, lr: 8.38e-04 2022-11-23 04:44:38,981 INFO [train.py:818] (3/4) Epoch 6, batch 4500, loss[loss=0.1327, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01367, over 24.00 utterances.], tot_loss[loss=0.1442, over 1467879.29 frames. utt_duration=1307 frames, utt_pad_proportion=0.04034, over 4497.93 utterances.], batch size: 24, lr: 8.38e-04 2022-11-23 04:45:15,237 INFO [train.py:818] (3/4) Epoch 6, batch 4550, loss[loss=0.1512, over 7384.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005447, over 20.00 utterances.], tot_loss[loss=0.1453, over 1466072.13 frames. utt_duration=1311 frames, utt_pad_proportion=0.04004, over 4477.12 utterances.], batch size: 20, lr: 8.38e-04 2022-11-23 04:45:51,773 INFO [train.py:818] (3/4) Epoch 6, batch 4600, loss[loss=0.1692, over 7364.00 frames. utt_duration=756.7 frames, utt_pad_proportion=0.1401, over 39.00 utterances.], tot_loss[loss=0.1468, over 1466710.74 frames. utt_duration=1327 frames, utt_pad_proportion=0.03549, over 4426.01 utterances.], batch size: 39, lr: 8.37e-04 2022-11-23 04:46:27,970 INFO [train.py:818] (3/4) Epoch 6, batch 4650, loss[loss=0.1853, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00548, over 20.00 utterances.], tot_loss[loss=0.1483, over 1465559.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04387, over 4508.95 utterances.], batch size: 20, lr: 8.37e-04 2022-11-23 04:47:04,667 INFO [train.py:818] (3/4) Epoch 6, batch 4700, loss[loss=0.1338, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01024, over 22.00 utterances.], tot_loss[loss=0.1518, over 1466020.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.04819, over 4566.83 utterances.], batch size: 22, lr: 8.36e-04 2022-11-23 04:47:43,232 INFO [train.py:818] (3/4) Epoch 6, batch 4750, loss[loss=0.1763, over 7327.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03179, over 27.00 utterances.], tot_loss[loss=0.1527, over 1464226.89 frames. utt_duration=1264 frames, utt_pad_proportion=0.05541, over 4637.73 utterances.], batch size: 27, lr: 8.36e-04 2022-11-23 04:48:20,550 INFO [train.py:818] (3/4) Epoch 6, batch 4800, loss[loss=0.2437, over 7486.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01052, over 24.00 utterances.], tot_loss[loss=0.1535, over 1465044.24 frames. utt_duration=1273 frames, utt_pad_proportion=0.05704, over 4609.33 utterances.], batch size: 24, lr: 8.35e-04 2022-11-23 04:48:56,897 INFO [train.py:818] (3/4) Epoch 6, batch 4850, loss[loss=0.1558, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006374, over 21.00 utterances.], tot_loss[loss=0.1517, over 1464659.89 frames. utt_duration=1285 frames, utt_pad_proportion=0.05237, over 4562.82 utterances.], batch size: 21, lr: 8.35e-04 2022-11-23 04:49:34,055 INFO [train.py:818] (3/4) Epoch 6, batch 4900, loss[loss=0.1865, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.008088, over 22.00 utterances.], tot_loss[loss=0.1533, over 1463805.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.06147, over 4677.77 utterances.], batch size: 22, lr: 8.35e-04 2022-11-23 04:50:10,840 INFO [train.py:818] (3/4) Epoch 6, batch 4950, loss[loss=0.172, over 7306.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009448, over 17.00 utterances.], tot_loss[loss=0.1539, over 1464714.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.05929, over 4698.62 utterances.], batch size: 17, lr: 8.34e-04 2022-11-23 04:50:48,256 INFO [train.py:818] (3/4) Epoch 6, batch 5000, loss[loss=0.1879, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00574, over 20.00 utterances.], tot_loss[loss=0.1534, over 1465187.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05383, over 4603.45 utterances.], batch size: 20, lr: 8.34e-04 2022-11-23 04:51:25,193 INFO [train.py:818] (3/4) Epoch 6, batch 5050, loss[loss=0.214, over 7296.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007808, over 22.00 utterances.], tot_loss[loss=0.1534, over 1465190.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05139, over 4600.33 utterances.], batch size: 22, lr: 8.33e-04 2022-11-23 04:52:02,892 INFO [train.py:818] (3/4) Epoch 6, batch 5100, loss[loss=0.1338, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00671, over 20.00 utterances.], tot_loss[loss=0.1578, over 1465916.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05648, over 4616.94 utterances.], batch size: 20, lr: 8.33e-04 2022-11-23 04:52:41,011 INFO [train.py:818] (3/4) Epoch 6, batch 5150, loss[loss=0.1097, over 7444.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007627, over 18.00 utterances.], tot_loss[loss=0.1588, over 1465315.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05323, over 4609.98 utterances.], batch size: 18, lr: 8.33e-04 2022-11-23 04:53:17,570 INFO [train.py:818] (3/4) Epoch 6, batch 5200, loss[loss=0.165, over 7328.00 frames. utt_duration=947.4 frames, utt_pad_proportion=0.08199, over 31.00 utterances.], tot_loss[loss=0.1587, over 1465031.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05386, over 4630.35 utterances.], batch size: 31, lr: 8.32e-04 2022-11-23 04:53:53,811 INFO [train.py:818] (3/4) Epoch 6, batch 5250, loss[loss=0.1431, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.1586, over 1466161.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.0543, over 4668.60 utterances.], batch size: 20, lr: 8.32e-04 2022-11-23 04:54:31,528 INFO [train.py:818] (3/4) Epoch 6, batch 5300, loss[loss=0.08635, over 7456.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007152, over 18.00 utterances.], tot_loss[loss=0.1589, over 1465306.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06214, over 4736.46 utterances.], batch size: 18, lr: 8.31e-04 2022-11-23 04:55:08,096 INFO [train.py:818] (3/4) Epoch 6, batch 5350, loss[loss=0.1592, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006586, over 22.00 utterances.], tot_loss[loss=0.1573, over 1465089.12 frames. utt_duration=1241 frames, utt_pad_proportion=0.05868, over 4727.21 utterances.], batch size: 22, lr: 8.31e-04 2022-11-23 04:55:44,212 INFO [train.py:818] (3/4) Epoch 6, batch 5400, loss[loss=0.145, over 7109.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00507, over 18.00 utterances.], tot_loss[loss=0.1565, over 1464446.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.05942, over 4721.81 utterances.], batch size: 18, lr: 8.30e-04 2022-11-23 04:56:20,606 INFO [train.py:818] (3/4) Epoch 6, batch 5450, loss[loss=0.1703, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005767, over 21.00 utterances.], tot_loss[loss=0.1554, over 1465268.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.05517, over 4691.10 utterances.], batch size: 21, lr: 8.30e-04 2022-11-23 04:56:57,802 INFO [train.py:818] (3/4) Epoch 6, batch 5500, loss[loss=0.153, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03581, over 27.00 utterances.], tot_loss[loss=0.1566, over 1464684.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06248, over 4765.55 utterances.], batch size: 27, lr: 8.30e-04 2022-11-23 04:57:34,562 INFO [train.py:818] (3/4) Epoch 6, batch 5550, loss[loss=0.1208, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009396, over 23.00 utterances.], tot_loss[loss=0.157, over 1464803.02 frames. utt_duration=1220 frames, utt_pad_proportion=0.0625, over 4809.98 utterances.], batch size: 23, lr: 8.29e-04 2022-11-23 04:58:11,338 INFO [train.py:818] (3/4) Epoch 6, batch 5600, loss[loss=0.1853, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009871, over 23.00 utterances.], tot_loss[loss=0.1561, over 1464645.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.05703, over 4758.29 utterances.], batch size: 23, lr: 8.29e-04 2022-11-23 04:58:47,965 INFO [train.py:818] (3/4) Epoch 6, batch 5650, loss[loss=0.2417, over 7298.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03, over 27.00 utterances.], tot_loss[loss=0.1553, over 1464594.93 frames. utt_duration=1227 frames, utt_pad_proportion=0.06215, over 4782.05 utterances.], batch size: 27, lr: 8.28e-04 2022-11-23 04:59:24,930 INFO [train.py:818] (3/4) Epoch 6, batch 5700, loss[loss=0.1322, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04173, over 16.00 utterances.], tot_loss[loss=0.1542, over 1464409.44 frames. utt_duration=1249 frames, utt_pad_proportion=0.05738, over 4696.41 utterances.], batch size: 16, lr: 8.28e-04 2022-11-23 05:00:00,734 INFO [train.py:818] (3/4) Epoch 6, batch 5750, loss[loss=0.174, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006857, over 22.00 utterances.], tot_loss[loss=0.1532, over 1465136.03 frames. utt_duration=1272 frames, utt_pad_proportion=0.04944, over 4611.51 utterances.], batch size: 22, lr: 8.28e-04 2022-11-23 05:00:38,006 INFO [train.py:818] (3/4) Epoch 6, batch 5800, loss[loss=0.1356, over 7292.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006162, over 19.00 utterances.], tot_loss[loss=0.1536, over 1465605.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.0455, over 4559.02 utterances.], batch size: 19, lr: 8.27e-04 2022-11-23 05:01:15,675 INFO [train.py:818] (3/4) Epoch 6, batch 5850, loss[loss=0.1312, over 7314.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00641, over 18.00 utterances.], tot_loss[loss=0.1533, over 1464913.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05379, over 4642.80 utterances.], batch size: 18, lr: 8.27e-04 2022-11-23 05:01:52,205 INFO [train.py:818] (3/4) Epoch 6, batch 5900, loss[loss=0.1663, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007414, over 18.00 utterances.], tot_loss[loss=0.1524, over 1465743.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.05148, over 4606.48 utterances.], batch size: 18, lr: 8.26e-04 2022-11-23 05:02:29,568 INFO [train.py:818] (3/4) Epoch 6, batch 5950, loss[loss=0.1864, over 7435.00 frames. utt_duration=961 frames, utt_pad_proportion=0.0697, over 31.00 utterances.], tot_loss[loss=0.1513, over 1466473.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05852, over 4684.73 utterances.], batch size: 31, lr: 8.26e-04 2022-11-23 05:03:07,646 INFO [train.py:818] (3/4) Epoch 6, batch 6000, loss[loss=0.1681, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01387, over 24.00 utterances.], tot_loss[loss=0.1525, over 1467229.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.05876, over 4719.90 utterances.], batch size: 24, lr: 8.26e-04 2022-11-23 05:03:07,648 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 05:03:27,618 INFO [train.py:847] (3/4) Epoch 6, validation: loss=0.06289, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 05:04:03,759 INFO [train.py:818] (3/4) Epoch 6, batch 6050, loss[loss=0.1284, over 7311.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006382, over 22.00 utterances.], tot_loss[loss=0.1529, over 1466977.66 frames. utt_duration=1235 frames, utt_pad_proportion=0.0624, over 4757.02 utterances.], batch size: 22, lr: 8.25e-04 2022-11-23 05:04:40,293 INFO [train.py:818] (3/4) Epoch 6, batch 6100, loss[loss=0.133, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005417, over 20.00 utterances.], tot_loss[loss=0.1533, over 1467300.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06463, over 4802.09 utterances.], batch size: 20, lr: 8.25e-04 2022-11-23 05:05:17,231 INFO [train.py:818] (3/4) Epoch 6, batch 6150, loss[loss=0.1115, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01533, over 24.00 utterances.], tot_loss[loss=0.1527, over 1466802.31 frames. utt_duration=1231 frames, utt_pad_proportion=0.06206, over 4771.56 utterances.], batch size: 24, lr: 8.24e-04 2022-11-23 05:05:53,486 INFO [train.py:818] (3/4) Epoch 6, batch 6200, loss[loss=0.1201, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004658, over 20.00 utterances.], tot_loss[loss=0.1518, over 1467980.24 frames. utt_duration=1251 frames, utt_pad_proportion=0.06115, over 4699.36 utterances.], batch size: 20, lr: 8.24e-04 2022-11-23 05:06:30,939 INFO [train.py:818] (3/4) Epoch 6, batch 6250, loss[loss=0.1934, over 7311.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005571, over 22.00 utterances.], tot_loss[loss=0.1536, over 1467610.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06835, over 4790.03 utterances.], batch size: 22, lr: 8.24e-04 2022-11-23 05:07:08,465 INFO [train.py:818] (3/4) Epoch 6, batch 6300, loss[loss=0.1881, over 7348.00 frames. utt_duration=755.2 frames, utt_pad_proportion=0.1408, over 39.00 utterances.], tot_loss[loss=0.1561, over 1466548.65 frames. utt_duration=1201 frames, utt_pad_proportion=0.07223, over 4889.33 utterances.], batch size: 39, lr: 8.23e-04 2022-11-23 05:07:46,939 INFO [train.py:818] (3/4) Epoch 6, batch 6350, loss[loss=0.1223, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009366, over 17.00 utterances.], tot_loss[loss=0.1574, over 1466662.64 frames. utt_duration=1169 frames, utt_pad_proportion=0.08031, over 5024.34 utterances.], batch size: 17, lr: 8.23e-04 2022-11-23 05:08:23,829 INFO [train.py:818] (3/4) Epoch 6, batch 6400, loss[loss=0.1068, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005179, over 19.00 utterances.], tot_loss[loss=0.1549, over 1466826.47 frames. utt_duration=1187 frames, utt_pad_proportion=0.07689, over 4951.05 utterances.], batch size: 19, lr: 8.22e-04 2022-11-23 05:09:02,712 INFO [train.py:818] (3/4) Epoch 6, batch 6450, loss[loss=0.1812, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005381, over 21.00 utterances.], tot_loss[loss=0.1535, over 1466236.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.07345, over 4885.67 utterances.], batch size: 21, lr: 8.22e-04 2022-11-23 05:09:40,775 INFO [train.py:818] (3/4) Epoch 6, batch 6500, loss[loss=0.1045, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006744, over 21.00 utterances.], tot_loss[loss=0.1543, over 1465750.26 frames. utt_duration=1225 frames, utt_pad_proportion=0.06591, over 4790.24 utterances.], batch size: 21, lr: 8.22e-04 2022-11-23 05:10:18,613 INFO [train.py:818] (3/4) Epoch 6, batch 6550, loss[loss=0.1168, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006605, over 21.00 utterances.], tot_loss[loss=0.1552, over 1465548.83 frames. utt_duration=1179 frames, utt_pad_proportion=0.08021, over 4978.92 utterances.], batch size: 21, lr: 8.21e-04 2022-11-23 05:10:55,244 INFO [train.py:818] (3/4) Epoch 6, batch 6600, loss[loss=0.1794, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006418, over 18.00 utterances.], tot_loss[loss=0.1545, over 1465413.48 frames. utt_duration=1183 frames, utt_pad_proportion=0.07855, over 4959.30 utterances.], batch size: 18, lr: 8.21e-04 2022-11-23 05:11:32,887 INFO [train.py:818] (3/4) Epoch 6, batch 6650, loss[loss=0.1173, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006086, over 21.00 utterances.], tot_loss[loss=0.1539, over 1465821.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.08123, over 4972.01 utterances.], batch size: 21, lr: 8.20e-04 2022-11-23 05:12:08,670 INFO [train.py:818] (3/4) Epoch 6, batch 6700, loss[loss=0.1752, over 7349.00 frames. utt_duration=755.1 frames, utt_pad_proportion=0.13, over 39.00 utterances.], tot_loss[loss=0.1546, over 1465509.98 frames. utt_duration=1180 frames, utt_pad_proportion=0.07376, over 4974.07 utterances.], batch size: 39, lr: 8.20e-04 2022-11-23 05:12:46,226 INFO [train.py:818] (3/4) Epoch 6, batch 6750, loss[loss=0.1417, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006613, over 18.00 utterances.], tot_loss[loss=0.1524, over 1465325.81 frames. utt_duration=1212 frames, utt_pad_proportion=0.06676, over 4841.80 utterances.], batch size: 18, lr: 8.20e-04 2022-11-23 05:13:24,019 INFO [train.py:818] (3/4) Epoch 6, batch 6800, loss[loss=0.1308, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005384, over 18.00 utterances.], tot_loss[loss=0.1515, over 1466278.49 frames. utt_duration=1202 frames, utt_pad_proportion=0.07249, over 4886.52 utterances.], batch size: 18, lr: 8.19e-04 2022-11-23 05:14:00,891 INFO [train.py:818] (3/4) Epoch 6, batch 6850, loss[loss=0.1639, over 7396.00 frames. utt_duration=760 frames, utt_pad_proportion=0.1364, over 39.00 utterances.], tot_loss[loss=0.1515, over 1466577.81 frames. utt_duration=1191 frames, utt_pad_proportion=0.07088, over 4930.90 utterances.], batch size: 39, lr: 8.19e-04 2022-11-23 05:14:38,051 INFO [train.py:818] (3/4) Epoch 6, batch 6900, loss[loss=0.2051, over 7329.00 frames. utt_duration=403.1 frames, utt_pad_proportion=0.3612, over 73.00 utterances.], tot_loss[loss=0.1524, over 1466364.07 frames. utt_duration=1196 frames, utt_pad_proportion=0.07179, over 4911.48 utterances.], batch size: 73, lr: 8.18e-04 2022-11-23 05:15:13,964 INFO [train.py:818] (3/4) Epoch 6, batch 6950, loss[loss=0.1652, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0161, over 24.00 utterances.], tot_loss[loss=0.1521, over 1466412.74 frames. utt_duration=1222 frames, utt_pad_proportion=0.06168, over 4806.96 utterances.], batch size: 24, lr: 8.18e-04 2022-11-23 05:15:51,624 INFO [train.py:818] (3/4) Epoch 6, batch 7000, loss[loss=0.1203, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009632, over 23.00 utterances.], tot_loss[loss=0.1503, over 1466703.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.05975, over 4781.41 utterances.], batch size: 23, lr: 8.18e-04 2022-11-23 05:16:29,317 INFO [train.py:818] (3/4) Epoch 6, batch 7050, loss[loss=0.1554, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 21.00 utterances.], tot_loss[loss=0.1511, over 1466871.22 frames. utt_duration=1208 frames, utt_pad_proportion=0.06544, over 4863.64 utterances.], batch size: 21, lr: 8.17e-04 2022-11-23 05:17:06,314 INFO [train.py:818] (3/4) Epoch 6, batch 7100, loss[loss=0.1292, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005141, over 20.00 utterances.], tot_loss[loss=0.1517, over 1466033.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07213, over 4857.99 utterances.], batch size: 20, lr: 8.17e-04 2022-11-23 05:17:44,904 INFO [train.py:818] (3/4) Epoch 6, batch 7150, loss[loss=0.1633, over 7260.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04274, over 16.00 utterances.], tot_loss[loss=0.1525, over 1465475.59 frames. utt_duration=1182 frames, utt_pad_proportion=0.08344, over 4964.77 utterances.], batch size: 16, lr: 8.16e-04 2022-11-23 05:18:21,648 INFO [train.py:818] (3/4) Epoch 6, batch 7200, loss[loss=0.1081, over 7176.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007258, over 17.00 utterances.], tot_loss[loss=0.1532, over 1465723.27 frames. utt_duration=1197 frames, utt_pad_proportion=0.07809, over 4904.51 utterances.], batch size: 17, lr: 8.16e-04 2022-11-23 05:18:58,785 INFO [train.py:818] (3/4) Epoch 6, batch 7250, loss[loss=0.1099, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005614, over 19.00 utterances.], tot_loss[loss=0.1529, over 1466432.10 frames. utt_duration=1189 frames, utt_pad_proportion=0.07782, over 4940.37 utterances.], batch size: 19, lr: 8.16e-04 2022-11-23 05:19:35,955 INFO [train.py:818] (3/4) Epoch 6, batch 7300, loss[loss=0.1382, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007418, over 19.00 utterances.], tot_loss[loss=0.1522, over 1467289.47 frames. utt_duration=1192 frames, utt_pad_proportion=0.07405, over 4930.98 utterances.], batch size: 19, lr: 8.15e-04 2022-11-23 05:20:12,908 INFO [train.py:818] (3/4) Epoch 6, batch 7350, loss[loss=0.1997, over 7257.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.02986, over 16.00 utterances.], tot_loss[loss=0.152, over 1466031.94 frames. utt_duration=1208 frames, utt_pad_proportion=0.06922, over 4862.30 utterances.], batch size: 16, lr: 8.15e-04 2022-11-23 05:20:49,999 INFO [train.py:818] (3/4) Epoch 6, batch 7400, loss[loss=0.1957, over 7285.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.009505, over 22.00 utterances.], tot_loss[loss=0.1525, over 1466143.26 frames. utt_duration=1211 frames, utt_pad_proportion=0.06553, over 4849.07 utterances.], batch size: 22, lr: 8.14e-04 2022-11-23 05:21:27,893 INFO [train.py:818] (3/4) Epoch 6, batch 7450, loss[loss=0.121, over 7186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01025, over 23.00 utterances.], tot_loss[loss=0.1508, over 1465534.53 frames. utt_duration=1220 frames, utt_pad_proportion=0.06105, over 4810.65 utterances.], batch size: 23, lr: 8.14e-04 2022-11-23 05:22:05,179 INFO [train.py:818] (3/4) Epoch 6, batch 7500, loss[loss=0.1333, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005451, over 20.00 utterances.], tot_loss[loss=0.1514, over 1464969.67 frames. utt_duration=1196 frames, utt_pad_proportion=0.06843, over 4906.46 utterances.], batch size: 20, lr: 8.14e-04 2022-11-23 05:22:41,279 INFO [train.py:818] (3/4) Epoch 6, batch 7550, loss[loss=0.1649, over 7343.00 frames. utt_duration=754.6 frames, utt_pad_proportion=0.1287, over 39.00 utterances.], tot_loss[loss=0.1501, over 1465133.73 frames. utt_duration=1220 frames, utt_pad_proportion=0.06082, over 4811.13 utterances.], batch size: 39, lr: 8.13e-04 2022-11-23 05:23:18,756 INFO [train.py:818] (3/4) Epoch 6, batch 7600, loss[loss=0.1348, over 7246.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.04317, over 16.00 utterances.], tot_loss[loss=0.15, over 1464335.51 frames. utt_duration=1201 frames, utt_pad_proportion=0.0677, over 4883.04 utterances.], batch size: 16, lr: 8.13e-04 2022-11-23 05:23:57,010 INFO [train.py:818] (3/4) Epoch 6, batch 7650, loss[loss=0.1835, over 7367.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.006399, over 21.00 utterances.], tot_loss[loss=0.15, over 1465079.77 frames. utt_duration=1204 frames, utt_pad_proportion=0.06715, over 4871.51 utterances.], batch size: 21, lr: 8.13e-04 2022-11-23 05:24:34,015 INFO [train.py:818] (3/4) Epoch 6, batch 7700, loss[loss=0.1439, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005321, over 21.00 utterances.], tot_loss[loss=0.1521, over 1465242.94 frames. utt_duration=1226 frames, utt_pad_proportion=0.06231, over 4787.02 utterances.], batch size: 21, lr: 8.12e-04 2022-11-23 05:25:10,308 INFO [train.py:818] (3/4) Epoch 6, batch 7750, loss[loss=0.2292, over 7485.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004087, over 21.00 utterances.], tot_loss[loss=0.1513, over 1465666.86 frames. utt_duration=1215 frames, utt_pad_proportion=0.06914, over 4831.80 utterances.], batch size: 21, lr: 8.12e-04 2022-11-23 05:25:47,857 INFO [train.py:818] (3/4) Epoch 6, batch 7800, loss[loss=0.1508, over 7472.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007299, over 20.00 utterances.], tot_loss[loss=0.1505, over 1465908.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.06984, over 4848.06 utterances.], batch size: 20, lr: 8.11e-04 2022-11-23 05:26:24,796 INFO [train.py:818] (3/4) Epoch 6, batch 7850, loss[loss=0.1392, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.1509, over 1464794.75 frames. utt_duration=1216 frames, utt_pad_proportion=0.06839, over 4825.69 utterances.], batch size: 21, lr: 8.11e-04 2022-11-23 05:27:00,980 INFO [train.py:818] (3/4) Epoch 6, batch 7900, loss[loss=0.143, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.1508, over 1464982.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.06811, over 4848.00 utterances.], batch size: 21, lr: 8.11e-04 2022-11-23 05:27:39,014 INFO [train.py:818] (3/4) Epoch 6, batch 7950, loss[loss=0.09404, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006634, over 19.00 utterances.], tot_loss[loss=0.1493, over 1465256.94 frames. utt_duration=1208 frames, utt_pad_proportion=0.06978, over 4856.48 utterances.], batch size: 19, lr: 8.10e-04 2022-11-23 05:28:15,197 INFO [train.py:818] (3/4) Epoch 6, batch 8000, loss[loss=0.1457, over 7284.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03605, over 27.00 utterances.], tot_loss[loss=0.1481, over 1466212.30 frames. utt_duration=1220 frames, utt_pad_proportion=0.06321, over 4813.30 utterances.], batch size: 27, lr: 8.10e-04 2022-11-23 05:28:52,833 INFO [train.py:818] (3/4) Epoch 6, batch 8050, loss[loss=0.14, over 7429.00 frames. utt_duration=763.6 frames, utt_pad_proportion=0.1273, over 39.00 utterances.], tot_loss[loss=0.1483, over 1466358.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07106, over 4898.90 utterances.], batch size: 39, lr: 8.09e-04 2022-11-23 05:29:28,878 INFO [train.py:818] (3/4) Epoch 6, batch 8100, loss[loss=0.1031, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01053, over 17.00 utterances.], tot_loss[loss=0.1472, over 1465678.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06957, over 4847.83 utterances.], batch size: 17, lr: 8.09e-04 2022-11-23 05:30:05,926 INFO [train.py:818] (3/4) Epoch 6, batch 8150, loss[loss=0.1081, over 7286.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006063, over 21.00 utterances.], tot_loss[loss=0.1474, over 1465803.64 frames. utt_duration=1214 frames, utt_pad_proportion=0.06913, over 4835.75 utterances.], batch size: 21, lr: 8.09e-04 2022-11-23 05:30:42,944 INFO [train.py:818] (3/4) Epoch 6, batch 8200, loss[loss=0.1342, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01091, over 17.00 utterances.], tot_loss[loss=0.1463, over 1465479.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.06833, over 4846.25 utterances.], batch size: 17, lr: 8.08e-04 2022-11-23 05:31:21,671 INFO [train.py:818] (3/4) Epoch 6, batch 8250, loss[loss=0.1577, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008113, over 22.00 utterances.], tot_loss[loss=0.1467, over 1465569.89 frames. utt_duration=1199 frames, utt_pad_proportion=0.07469, over 4893.50 utterances.], batch size: 22, lr: 8.08e-04 2022-11-23 05:31:57,832 INFO [train.py:818] (3/4) Epoch 6, batch 8300, loss[loss=0.1656, over 7428.00 frames. utt_duration=960.1 frames, utt_pad_proportion=0.06784, over 31.00 utterances.], tot_loss[loss=0.1469, over 1466422.11 frames. utt_duration=1205 frames, utt_pad_proportion=0.06953, over 4874.09 utterances.], batch size: 31, lr: 8.08e-04 2022-11-23 05:32:35,598 INFO [train.py:818] (3/4) Epoch 6, batch 8350, loss[loss=0.1437, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01268, over 24.00 utterances.], tot_loss[loss=0.1471, over 1466227.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06211, over 4809.40 utterances.], batch size: 24, lr: 8.07e-04 2022-11-23 05:33:13,114 INFO [train.py:818] (3/4) Epoch 6, batch 8400, loss[loss=0.1498, over 7224.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01739, over 24.00 utterances.], tot_loss[loss=0.1459, over 1465860.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.05377, over 4719.32 utterances.], batch size: 24, lr: 8.07e-04 2022-11-23 05:33:50,582 INFO [train.py:818] (3/4) Epoch 6, batch 8450, loss[loss=0.1494, over 7310.00 frames. utt_duration=944.8 frames, utt_pad_proportion=0.0809, over 31.00 utterances.], tot_loss[loss=0.1461, over 1466146.78 frames. utt_duration=1251 frames, utt_pad_proportion=0.04881, over 4693.99 utterances.], batch size: 31, lr: 8.06e-04 2022-11-23 05:34:27,309 INFO [train.py:818] (3/4) Epoch 6, batch 8500, loss[loss=0.1782, over 7288.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.1352, over 39.00 utterances.], tot_loss[loss=0.1469, over 1465823.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.05492, over 4748.19 utterances.], batch size: 39, lr: 8.06e-04 2022-11-23 05:35:04,607 INFO [train.py:818] (3/4) Epoch 6, batch 8550, loss[loss=0.1208, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006586, over 22.00 utterances.], tot_loss[loss=0.1459, over 1466318.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.05352, over 4708.74 utterances.], batch size: 22, lr: 8.06e-04 2022-11-23 05:35:40,597 INFO [train.py:818] (3/4) Epoch 6, batch 8600, loss[loss=0.1694, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008221, over 22.00 utterances.], tot_loss[loss=0.1467, over 1466321.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05341, over 4662.08 utterances.], batch size: 22, lr: 8.05e-04 2022-11-23 05:36:16,813 INFO [train.py:818] (3/4) Epoch 6, batch 8650, loss[loss=0.1347, over 7404.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.005233, over 22.00 utterances.], tot_loss[loss=0.147, over 1466594.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06001, over 4739.27 utterances.], batch size: 22, lr: 8.05e-04 2022-11-23 05:36:52,370 INFO [train.py:818] (3/4) Epoch 6, batch 8700, loss[loss=0.132, over 7471.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01339, over 24.00 utterances.], tot_loss[loss=0.148, over 1468314.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06405, over 4808.38 utterances.], batch size: 24, lr: 8.05e-04 2022-11-23 05:37:29,435 INFO [train.py:818] (3/4) Epoch 6, batch 8750, loss[loss=0.07861, over 7149.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01133, over 17.00 utterances.], tot_loss[loss=0.1478, over 1467528.56 frames. utt_duration=1201 frames, utt_pad_proportion=0.0692, over 4892.30 utterances.], batch size: 17, lr: 8.04e-04 2022-11-23 05:38:06,329 INFO [train.py:818] (3/4) Epoch 6, batch 8800, loss[loss=0.1422, over 7313.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03125, over 27.00 utterances.], tot_loss[loss=0.1475, over 1467203.26 frames. utt_duration=1201 frames, utt_pad_proportion=0.06848, over 4892.94 utterances.], batch size: 27, lr: 8.04e-04 2022-11-23 05:38:41,582 INFO [train.py:818] (3/4) Epoch 6, batch 8850, loss[loss=0.1216, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.008637, over 18.00 utterances.], tot_loss[loss=0.1488, over 1467065.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.06141, over 4822.77 utterances.], batch size: 18, lr: 8.03e-04 2022-11-23 05:40:02,447 INFO [train.py:818] (3/4) Epoch 7, batch 0, loss[loss=0.1336, over 7298.00 frames. utt_duration=943.7 frames, utt_pad_proportion=0.07389, over 31.00 utterances.], tot_loss[loss=0.1336, over 7298.00 frames. utt_duration=943.7 frames, utt_pad_proportion=0.07389, over 31.00 utterances.], batch size: 31, lr: 7.71e-04 2022-11-23 05:40:39,023 INFO [train.py:818] (3/4) Epoch 7, batch 50, loss[loss=0.1021, over 7401.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005438, over 19.00 utterances.], tot_loss[loss=0.1204, over 330923.92 frames. utt_duration=1307 frames, utt_pad_proportion=0.05813, over 1014.19 utterances.], batch size: 19, lr: 7.70e-04 2022-11-23 05:41:16,109 INFO [train.py:818] (3/4) Epoch 7, batch 100, loss[loss=0.09818, over 7466.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.007963, over 20.00 utterances.], tot_loss[loss=0.1186, over 582640.03 frames. utt_duration=1291 frames, utt_pad_proportion=0.0525, over 1807.72 utterances.], batch size: 20, lr: 7.70e-04 2022-11-23 05:41:53,377 INFO [train.py:818] (3/4) Epoch 7, batch 150, loss[loss=0.09731, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006105, over 20.00 utterances.], tot_loss[loss=0.1169, over 779055.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.04741, over 2414.23 utterances.], batch size: 20, lr: 7.69e-04 2022-11-23 05:42:30,269 INFO [train.py:818] (3/4) Epoch 7, batch 200, loss[loss=0.1317, over 7409.00 frames. utt_duration=957.2 frames, utt_pad_proportion=0.07156, over 31.00 utterances.], tot_loss[loss=0.1159, over 931545.61 frames. utt_duration=1288 frames, utt_pad_proportion=0.05136, over 2897.45 utterances.], batch size: 31, lr: 7.69e-04 2022-11-23 05:43:07,082 INFO [train.py:818] (3/4) Epoch 7, batch 250, loss[loss=0.1232, over 7439.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.07013, over 31.00 utterances.], tot_loss[loss=0.115, over 1050075.52 frames. utt_duration=1279 frames, utt_pad_proportion=0.05001, over 3289.13 utterances.], batch size: 31, lr: 7.69e-04 2022-11-23 05:43:43,943 INFO [train.py:818] (3/4) Epoch 7, batch 300, loss[loss=0.08643, over 7177.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007564, over 22.00 utterances.], tot_loss[loss=0.1148, over 1142453.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05188, over 3587.55 utterances.], batch size: 22, lr: 7.68e-04 2022-11-23 05:44:20,725 INFO [train.py:818] (3/4) Epoch 7, batch 350, loss[loss=0.1529, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009639, over 23.00 utterances.], tot_loss[loss=0.1135, over 1214451.48 frames. utt_duration=1248 frames, utt_pad_proportion=0.05967, over 3896.99 utterances.], batch size: 23, lr: 7.68e-04 2022-11-23 05:44:56,248 INFO [train.py:818] (3/4) Epoch 7, batch 400, loss[loss=0.1433, over 7493.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01039, over 23.00 utterances.], tot_loss[loss=0.1133, over 1269980.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05756, over 4030.62 utterances.], batch size: 23, lr: 7.68e-04 2022-11-23 05:45:33,887 INFO [train.py:818] (3/4) Epoch 7, batch 450, loss[loss=0.1005, over 7490.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02547, over 26.00 utterances.], tot_loss[loss=0.1147, over 1313636.38 frames. utt_duration=1239 frames, utt_pad_proportion=0.06415, over 4247.49 utterances.], batch size: 26, lr: 7.67e-04 2022-11-23 05:46:10,524 INFO [train.py:818] (3/4) Epoch 7, batch 500, loss[loss=0.1206, over 7106.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005349, over 18.00 utterances.], tot_loss[loss=0.1137, over 1346574.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.05954, over 4336.22 utterances.], batch size: 18, lr: 7.67e-04 2022-11-23 05:46:47,249 INFO [train.py:818] (3/4) Epoch 7, batch 550, loss[loss=0.1665, over 7445.00 frames. utt_duration=426.9 frames, utt_pad_proportion=0.3299, over 70.00 utterances.], tot_loss[loss=0.1127, over 1373043.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05962, over 4412.31 utterances.], batch size: 70, lr: 7.67e-04 2022-11-23 05:47:23,596 INFO [train.py:818] (3/4) Epoch 7, batch 600, loss[loss=0.1541, over 7377.00 frames. utt_duration=758 frames, utt_pad_proportion=0.1386, over 39.00 utterances.], tot_loss[loss=0.1123, over 1393614.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05806, over 4419.63 utterances.], batch size: 39, lr: 7.66e-04 2022-11-23 05:48:00,149 INFO [train.py:818] (3/4) Epoch 7, batch 650, loss[loss=0.1645, over 7462.00 frames. utt_duration=1660 frames, utt_pad_proportion=0.005625, over 18.00 utterances.], tot_loss[loss=0.1121, over 1410349.19 frames. utt_duration=1284 frames, utt_pad_proportion=0.05319, over 4398.09 utterances.], batch size: 18, lr: 7.66e-04 2022-11-23 05:48:37,079 INFO [train.py:818] (3/4) Epoch 7, batch 700, loss[loss=0.1014, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006824, over 18.00 utterances.], tot_loss[loss=0.1121, over 1421598.96 frames. utt_duration=1310 frames, utt_pad_proportion=0.04609, over 4345.18 utterances.], batch size: 18, lr: 7.66e-04 2022-11-23 05:49:12,385 INFO [train.py:818] (3/4) Epoch 7, batch 750, loss[loss=0.1297, over 7493.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01039, over 23.00 utterances.], tot_loss[loss=0.1129, over 1431653.10 frames. utt_duration=1305 frames, utt_pad_proportion=0.0453, over 4394.84 utterances.], batch size: 23, lr: 7.65e-04 2022-11-23 05:49:48,551 INFO [train.py:818] (3/4) Epoch 7, batch 800, loss[loss=0.1497, over 7190.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.007001, over 22.00 utterances.], tot_loss[loss=0.1141, over 1439254.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.04897, over 4523.52 utterances.], batch size: 22, lr: 7.65e-04 2022-11-23 05:50:26,157 INFO [train.py:818] (3/4) Epoch 7, batch 850, loss[loss=0.1381, over 7486.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.008041, over 23.00 utterances.], tot_loss[loss=0.115, over 1445477.49 frames. utt_duration=1268 frames, utt_pad_proportion=0.04973, over 4564.99 utterances.], batch size: 23, lr: 7.64e-04 2022-11-23 05:51:02,669 INFO [train.py:818] (3/4) Epoch 7, batch 900, loss[loss=0.126, over 7412.00 frames. utt_duration=957.9 frames, utt_pad_proportion=0.06906, over 31.00 utterances.], tot_loss[loss=0.1152, over 1451512.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.04432, over 4549.76 utterances.], batch size: 31, lr: 7.64e-04 2022-11-23 05:51:39,033 INFO [train.py:818] (3/4) Epoch 7, batch 950, loss[loss=0.07034, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.1141, over 1455305.56 frames. utt_duration=1293 frames, utt_pad_proportion=0.04156, over 4505.61 utterances.], batch size: 21, lr: 7.64e-04 2022-11-23 05:52:14,926 INFO [train.py:818] (3/4) Epoch 7, batch 1000, loss[loss=0.0974, over 7196.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006552, over 20.00 utterances.], tot_loss[loss=0.1143, over 1458360.11 frames. utt_duration=1307 frames, utt_pad_proportion=0.04034, over 4467.39 utterances.], batch size: 20, lr: 7.63e-04 2022-11-23 05:52:51,246 INFO [train.py:818] (3/4) Epoch 7, batch 1050, loss[loss=0.1784, over 7406.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.3646, over 73.00 utterances.], tot_loss[loss=0.1146, over 1459612.35 frames. utt_duration=1303 frames, utt_pad_proportion=0.04497, over 4485.74 utterances.], batch size: 73, lr: 7.63e-04 2022-11-23 05:53:28,677 INFO [train.py:818] (3/4) Epoch 7, batch 1100, loss[loss=0.09938, over 7156.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.0104, over 17.00 utterances.], tot_loss[loss=0.1149, over 1460885.15 frames. utt_duration=1281 frames, utt_pad_proportion=0.04952, over 4568.10 utterances.], batch size: 17, lr: 7.63e-04 2022-11-23 05:54:05,338 INFO [train.py:818] (3/4) Epoch 7, batch 1150, loss[loss=0.1152, over 7394.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.006042, over 19.00 utterances.], tot_loss[loss=0.1156, over 1461680.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.0514, over 4583.56 utterances.], batch size: 19, lr: 7.62e-04 2022-11-23 05:54:41,754 INFO [train.py:818] (3/4) Epoch 7, batch 1200, loss[loss=0.121, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.00582, over 22.00 utterances.], tot_loss[loss=0.1167, over 1462600.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.06047, over 4715.88 utterances.], batch size: 22, lr: 7.62e-04 2022-11-23 05:55:19,288 INFO [train.py:818] (3/4) Epoch 7, batch 1250, loss[loss=0.09618, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009581, over 18.00 utterances.], tot_loss[loss=0.1174, over 1463951.20 frames. utt_duration=1234 frames, utt_pad_proportion=0.06465, over 4752.25 utterances.], batch size: 18, lr: 7.62e-04 2022-11-23 05:55:55,356 INFO [train.py:818] (3/4) Epoch 7, batch 1300, loss[loss=0.1098, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006455, over 22.00 utterances.], tot_loss[loss=0.116, over 1464963.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.0586, over 4670.94 utterances.], batch size: 22, lr: 7.61e-04 2022-11-23 05:56:32,883 INFO [train.py:818] (3/4) Epoch 7, batch 1350, loss[loss=0.09213, over 7297.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.02823, over 27.00 utterances.], tot_loss[loss=0.1186, over 1464973.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05649, over 4658.89 utterances.], batch size: 27, lr: 7.61e-04 2022-11-23 05:57:09,727 INFO [train.py:818] (3/4) Epoch 7, batch 1400, loss[loss=0.1474, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008655, over 18.00 utterances.], tot_loss[loss=0.1179, over 1463986.78 frames. utt_duration=1294 frames, utt_pad_proportion=0.04754, over 4532.08 utterances.], batch size: 18, lr: 7.61e-04 2022-11-23 05:57:45,634 INFO [train.py:818] (3/4) Epoch 7, batch 1450, loss[loss=0.1458, over 7305.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004831, over 19.00 utterances.], tot_loss[loss=0.1174, over 1464501.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.04919, over 4541.96 utterances.], batch size: 19, lr: 7.60e-04 2022-11-23 05:58:22,079 INFO [train.py:818] (3/4) Epoch 7, batch 1500, loss[loss=0.1079, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01506, over 24.00 utterances.], tot_loss[loss=0.1172, over 1465380.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05794, over 4619.41 utterances.], batch size: 24, lr: 7.60e-04 2022-11-23 05:58:59,432 INFO [train.py:818] (3/4) Epoch 7, batch 1550, loss[loss=0.06827, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01029, over 17.00 utterances.], tot_loss[loss=0.1173, over 1464584.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.05635, over 4562.23 utterances.], batch size: 17, lr: 7.60e-04 2022-11-23 05:59:35,741 INFO [train.py:818] (3/4) Epoch 7, batch 1600, loss[loss=0.1533, over 7201.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01818, over 24.00 utterances.], tot_loss[loss=0.1169, over 1464980.98 frames. utt_duration=1291 frames, utt_pad_proportion=0.05354, over 4545.29 utterances.], batch size: 24, lr: 7.59e-04 2022-11-23 06:00:12,013 INFO [train.py:818] (3/4) Epoch 7, batch 1650, loss[loss=0.09785, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.008968, over 17.00 utterances.], tot_loss[loss=0.1182, over 1465493.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.05071, over 4555.26 utterances.], batch size: 17, lr: 7.59e-04 2022-11-23 06:00:49,288 INFO [train.py:818] (3/4) Epoch 7, batch 1700, loss[loss=0.07978, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007665, over 18.00 utterances.], tot_loss[loss=0.1169, over 1467467.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.04878, over 4532.14 utterances.], batch size: 18, lr: 7.59e-04 2022-11-23 06:01:25,310 INFO [train.py:818] (3/4) Epoch 7, batch 1750, loss[loss=0.1288, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004704, over 19.00 utterances.], tot_loss[loss=0.1182, over 1465763.62 frames. utt_duration=1275 frames, utt_pad_proportion=0.05403, over 4605.17 utterances.], batch size: 19, lr: 7.58e-04 2022-11-23 06:02:02,059 INFO [train.py:818] (3/4) Epoch 7, batch 1800, loss[loss=0.1088, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004721, over 20.00 utterances.], tot_loss[loss=0.1192, over 1465690.44 frames. utt_duration=1267 frames, utt_pad_proportion=0.05368, over 4631.27 utterances.], batch size: 20, lr: 7.58e-04 2022-11-23 06:02:39,110 INFO [train.py:818] (3/4) Epoch 7, batch 1850, loss[loss=0.1336, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.004872, over 21.00 utterances.], tot_loss[loss=0.1189, over 1465090.12 frames. utt_duration=1283 frames, utt_pad_proportion=0.05313, over 4574.52 utterances.], batch size: 21, lr: 7.58e-04 2022-11-23 06:03:15,059 INFO [train.py:818] (3/4) Epoch 7, batch 1900, loss[loss=0.1148, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004641, over 19.00 utterances.], tot_loss[loss=0.1177, over 1465074.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05503, over 4619.85 utterances.], batch size: 19, lr: 7.57e-04 2022-11-23 06:03:52,422 INFO [train.py:818] (3/4) Epoch 7, batch 1950, loss[loss=0.08635, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01486, over 24.00 utterances.], tot_loss[loss=0.1184, over 1465387.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.0555, over 4627.17 utterances.], batch size: 24, lr: 7.57e-04 2022-11-23 06:04:28,014 INFO [train.py:818] (3/4) Epoch 7, batch 2000, loss[loss=0.1482, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006086, over 20.00 utterances.], tot_loss[loss=0.1188, over 1466136.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05206, over 4613.07 utterances.], batch size: 20, lr: 7.57e-04 2022-11-23 06:05:04,418 INFO [train.py:818] (3/4) Epoch 7, batch 2050, loss[loss=0.09619, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005245, over 18.00 utterances.], tot_loss[loss=0.1193, over 1465433.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.054, over 4632.01 utterances.], batch size: 18, lr: 7.56e-04 2022-11-23 06:05:41,311 INFO [train.py:818] (3/4) Epoch 7, batch 2100, loss[loss=0.1375, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007357, over 22.00 utterances.], tot_loss[loss=0.1194, over 1464490.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05641, over 4667.06 utterances.], batch size: 22, lr: 7.56e-04 2022-11-23 06:06:17,947 INFO [train.py:818] (3/4) Epoch 7, batch 2150, loss[loss=0.1647, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006297, over 20.00 utterances.], tot_loss[loss=0.1201, over 1464553.84 frames. utt_duration=1244 frames, utt_pad_proportion=0.06151, over 4716.39 utterances.], batch size: 20, lr: 7.56e-04 2022-11-23 06:06:54,612 INFO [train.py:818] (3/4) Epoch 7, batch 2200, loss[loss=0.1456, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005103, over 20.00 utterances.], tot_loss[loss=0.1189, over 1464142.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.06042, over 4669.37 utterances.], batch size: 20, lr: 7.55e-04 2022-11-23 06:07:31,379 INFO [train.py:818] (3/4) Epoch 7, batch 2250, loss[loss=0.1266, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00659, over 20.00 utterances.], tot_loss[loss=0.1171, over 1463578.71 frames. utt_duration=1285 frames, utt_pad_proportion=0.05213, over 4560.63 utterances.], batch size: 20, lr: 7.55e-04 2022-11-23 06:08:07,565 INFO [train.py:818] (3/4) Epoch 7, batch 2300, loss[loss=0.1206, over 7331.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.132, over 39.00 utterances.], tot_loss[loss=0.1161, over 1464351.69 frames. utt_duration=1272 frames, utt_pad_proportion=0.05258, over 4611.23 utterances.], batch size: 39, lr: 7.55e-04 2022-11-23 06:08:44,613 INFO [train.py:818] (3/4) Epoch 7, batch 2350, loss[loss=0.1154, over 7476.00 frames. utt_duration=1575 frames, utt_pad_proportion=0.008512, over 19.00 utterances.], tot_loss[loss=0.1167, over 1463982.75 frames. utt_duration=1287 frames, utt_pad_proportion=0.04944, over 4556.01 utterances.], batch size: 19, lr: 7.54e-04 2022-11-23 06:09:21,080 INFO [train.py:818] (3/4) Epoch 7, batch 2400, loss[loss=0.1267, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006768, over 21.00 utterances.], tot_loss[loss=0.1148, over 1464882.27 frames. utt_duration=1284 frames, utt_pad_proportion=0.04922, over 4570.29 utterances.], batch size: 21, lr: 7.54e-04 2022-11-23 06:09:57,954 INFO [train.py:818] (3/4) Epoch 7, batch 2450, loss[loss=0.1103, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004951, over 21.00 utterances.], tot_loss[loss=0.1151, over 1465462.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05258, over 4604.87 utterances.], batch size: 21, lr: 7.54e-04 2022-11-23 06:10:34,287 INFO [train.py:818] (3/4) Epoch 7, batch 2500, loss[loss=0.1145, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005954, over 22.00 utterances.], tot_loss[loss=0.1152, over 1466408.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04924, over 4583.38 utterances.], batch size: 22, lr: 7.53e-04 2022-11-23 06:11:11,714 INFO [train.py:818] (3/4) Epoch 7, batch 2550, loss[loss=0.1399, over 7272.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03747, over 27.00 utterances.], tot_loss[loss=0.1149, over 1466592.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.04961, over 4598.21 utterances.], batch size: 27, lr: 7.53e-04 2022-11-23 06:11:48,006 INFO [train.py:818] (3/4) Epoch 7, batch 2600, loss[loss=0.1064, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004855, over 21.00 utterances.], tot_loss[loss=0.1146, over 1465954.93 frames. utt_duration=1304 frames, utt_pad_proportion=0.04233, over 4502.67 utterances.], batch size: 21, lr: 7.53e-04 2022-11-23 06:12:34,627 INFO [train.py:818] (3/4) Epoch 7, batch 2650, loss[loss=0.1356, over 7229.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01868, over 25.00 utterances.], tot_loss[loss=0.1141, over 1464620.88 frames. utt_duration=1319 frames, utt_pad_proportion=0.04115, over 4445.90 utterances.], batch size: 25, lr: 7.52e-04 2022-11-23 06:13:11,765 INFO [train.py:818] (3/4) Epoch 7, batch 2700, loss[loss=0.09562, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005637, over 21.00 utterances.], tot_loss[loss=0.1143, over 1464927.81 frames. utt_duration=1319 frames, utt_pad_proportion=0.04308, over 4447.18 utterances.], batch size: 21, lr: 7.52e-04 2022-11-23 06:13:48,318 INFO [train.py:818] (3/4) Epoch 7, batch 2750, loss[loss=0.08973, over 7475.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.06192, over 31.00 utterances.], tot_loss[loss=0.1139, over 1464644.29 frames. utt_duration=1315 frames, utt_pad_proportion=0.04575, over 4461.27 utterances.], batch size: 31, lr: 7.52e-04 2022-11-23 06:14:24,467 INFO [train.py:818] (3/4) Epoch 7, batch 2800, loss[loss=0.1011, over 7401.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005505, over 19.00 utterances.], tot_loss[loss=0.1132, over 1465305.09 frames. utt_duration=1326 frames, utt_pad_proportion=0.04287, over 4423.69 utterances.], batch size: 19, lr: 7.51e-04 2022-11-23 06:15:01,185 INFO [train.py:818] (3/4) Epoch 7, batch 2850, loss[loss=0.1134, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005205, over 19.00 utterances.], tot_loss[loss=0.113, over 1464463.31 frames. utt_duration=1329 frames, utt_pad_proportion=0.04193, over 4414.02 utterances.], batch size: 19, lr: 7.51e-04 2022-11-23 06:15:36,613 INFO [train.py:818] (3/4) Epoch 7, batch 2900, loss[loss=0.1058, over 7287.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.05909, over 30.00 utterances.], tot_loss[loss=0.1149, over 1464679.54 frames. utt_duration=1328 frames, utt_pad_proportion=0.03744, over 4416.61 utterances.], batch size: 30, lr: 7.51e-04 2022-11-23 06:16:13,074 INFO [train.py:818] (3/4) Epoch 7, batch 2950, loss[loss=0.1249, over 7484.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01314, over 24.00 utterances.], tot_loss[loss=0.1162, over 1463733.32 frames. utt_duration=1305 frames, utt_pad_proportion=0.04355, over 4491.57 utterances.], batch size: 24, lr: 7.50e-04 2022-11-23 06:16:50,961 INFO [train.py:818] (3/4) Epoch 7, batch 3000, loss[loss=0.1089, over 7239.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01415, over 24.00 utterances.], tot_loss[loss=0.1157, over 1463281.89 frames. utt_duration=1309 frames, utt_pad_proportion=0.04097, over 4475.46 utterances.], batch size: 24, lr: 7.50e-04 2022-11-23 06:16:50,962 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 06:17:11,193 INFO [train.py:847] (3/4) Epoch 7, validation: loss=0.06818, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 06:17:48,111 INFO [train.py:818] (3/4) Epoch 7, batch 3050, loss[loss=0.1117, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02183, over 25.00 utterances.], tot_loss[loss=0.1157, over 1463156.33 frames. utt_duration=1317 frames, utt_pad_proportion=0.03623, over 4448.51 utterances.], batch size: 25, lr: 7.50e-04 2022-11-23 06:18:25,650 INFO [train.py:818] (3/4) Epoch 7, batch 3100, loss[loss=0.09258, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004157, over 21.00 utterances.], tot_loss[loss=0.116, over 1464243.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.05011, over 4597.31 utterances.], batch size: 21, lr: 7.49e-04 2022-11-23 06:19:01,348 INFO [train.py:818] (3/4) Epoch 7, batch 3150, loss[loss=0.1923, over 7171.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007984, over 17.00 utterances.], tot_loss[loss=0.1175, over 1464542.87 frames. utt_duration=1264 frames, utt_pad_proportion=0.05338, over 4638.79 utterances.], batch size: 17, lr: 7.49e-04 2022-11-23 06:19:39,297 INFO [train.py:818] (3/4) Epoch 7, batch 3200, loss[loss=0.1199, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007132, over 18.00 utterances.], tot_loss[loss=0.1158, over 1465133.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05752, over 4659.59 utterances.], batch size: 18, lr: 7.49e-04 2022-11-23 06:20:15,513 INFO [train.py:818] (3/4) Epoch 7, batch 3250, loss[loss=0.08346, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006322, over 21.00 utterances.], tot_loss[loss=0.1151, over 1464114.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05664, over 4627.01 utterances.], batch size: 21, lr: 7.48e-04 2022-11-23 06:20:51,515 INFO [train.py:818] (3/4) Epoch 7, batch 3300, loss[loss=0.1093, over 7465.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01226, over 24.00 utterances.], tot_loss[loss=0.1165, over 1465313.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05798, over 4664.85 utterances.], batch size: 24, lr: 7.48e-04 2022-11-23 06:21:29,445 INFO [train.py:818] (3/4) Epoch 7, batch 3350, loss[loss=0.1173, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01447, over 24.00 utterances.], tot_loss[loss=0.1166, over 1464368.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.06103, over 4691.24 utterances.], batch size: 24, lr: 7.48e-04 2022-11-23 06:22:05,296 INFO [train.py:818] (3/4) Epoch 7, batch 3400, loss[loss=0.09688, over 7495.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 19.00 utterances.], tot_loss[loss=0.1182, over 1465943.36 frames. utt_duration=1265 frames, utt_pad_proportion=0.05302, over 4639.97 utterances.], batch size: 19, lr: 7.47e-04 2022-11-23 06:22:42,168 INFO [train.py:818] (3/4) Epoch 7, batch 3450, loss[loss=0.1294, over 7475.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0138, over 24.00 utterances.], tot_loss[loss=0.1161, over 1467003.98 frames. utt_duration=1258 frames, utt_pad_proportion=0.05605, over 4671.98 utterances.], batch size: 24, lr: 7.47e-04 2022-11-23 06:23:18,786 INFO [train.py:818] (3/4) Epoch 7, batch 3500, loss[loss=0.08918, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006345, over 20.00 utterances.], tot_loss[loss=0.1142, over 1466333.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.04811, over 4582.34 utterances.], batch size: 20, lr: 7.47e-04 2022-11-23 06:23:55,177 INFO [train.py:818] (3/4) Epoch 7, batch 3550, loss[loss=0.1377, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.0176, over 24.00 utterances.], tot_loss[loss=0.1155, over 1465715.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.04761, over 4589.71 utterances.], batch size: 24, lr: 7.46e-04 2022-11-23 06:24:31,607 INFO [train.py:818] (3/4) Epoch 7, batch 3600, loss[loss=0.08913, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009036, over 22.00 utterances.], tot_loss[loss=0.1149, over 1466252.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.04586, over 4576.12 utterances.], batch size: 22, lr: 7.46e-04 2022-11-23 06:25:09,361 INFO [train.py:818] (3/4) Epoch 7, batch 3650, loss[loss=0.1102, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00569, over 22.00 utterances.], tot_loss[loss=0.1155, over 1466455.20 frames. utt_duration=1266 frames, utt_pad_proportion=0.05144, over 4640.21 utterances.], batch size: 22, lr: 7.46e-04 2022-11-23 06:25:45,143 INFO [train.py:818] (3/4) Epoch 7, batch 3700, loss[loss=0.1029, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006101, over 19.00 utterances.], tot_loss[loss=0.1163, over 1465512.08 frames. utt_duration=1271 frames, utt_pad_proportion=0.05012, over 4616.28 utterances.], batch size: 19, lr: 7.45e-04 2022-11-23 06:26:22,720 INFO [train.py:818] (3/4) Epoch 7, batch 3750, loss[loss=0.107, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.1165, over 1465352.01 frames. utt_duration=1236 frames, utt_pad_proportion=0.06305, over 4749.37 utterances.], batch size: 19, lr: 7.45e-04 2022-11-23 06:27:00,318 INFO [train.py:818] (3/4) Epoch 7, batch 3800, loss[loss=0.08726, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004755, over 21.00 utterances.], tot_loss[loss=0.1165, over 1466157.38 frames. utt_duration=1233 frames, utt_pad_proportion=0.06208, over 4760.86 utterances.], batch size: 21, lr: 7.45e-04 2022-11-23 06:27:35,647 INFO [train.py:818] (3/4) Epoch 7, batch 3850, loss[loss=0.1373, over 7261.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04123, over 27.00 utterances.], tot_loss[loss=0.116, over 1467367.26 frames. utt_duration=1254 frames, utt_pad_proportion=0.05576, over 4686.26 utterances.], batch size: 27, lr: 7.44e-04 2022-11-23 06:28:12,730 INFO [train.py:818] (3/4) Epoch 7, batch 3900, loss[loss=0.1199, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006238, over 18.00 utterances.], tot_loss[loss=0.1147, over 1465965.84 frames. utt_duration=1277 frames, utt_pad_proportion=0.05213, over 4595.65 utterances.], batch size: 18, lr: 7.44e-04 2022-11-23 06:28:50,216 INFO [train.py:818] (3/4) Epoch 7, batch 3950, loss[loss=0.1472, over 7421.00 frames. utt_duration=408 frames, utt_pad_proportion=0.3635, over 73.00 utterances.], tot_loss[loss=0.1142, over 1466722.24 frames. utt_duration=1258 frames, utt_pad_proportion=0.05936, over 4670.87 utterances.], batch size: 73, lr: 7.44e-04 2022-11-23 06:29:26,699 INFO [train.py:818] (3/4) Epoch 7, batch 4000, loss[loss=0.1112, over 7293.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03634, over 27.00 utterances.], tot_loss[loss=0.1138, over 1467001.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05845, over 4660.96 utterances.], batch size: 27, lr: 7.43e-04 2022-11-23 06:30:03,980 INFO [train.py:818] (3/4) Epoch 7, batch 4050, loss[loss=0.1194, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006251, over 22.00 utterances.], tot_loss[loss=0.1116, over 1466532.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.05372, over 4577.17 utterances.], batch size: 22, lr: 7.43e-04 2022-11-23 06:30:40,280 INFO [train.py:818] (3/4) Epoch 7, batch 4100, loss[loss=0.1232, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00637, over 20.00 utterances.], tot_loss[loss=0.1141, over 1466534.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.05392, over 4569.44 utterances.], batch size: 20, lr: 7.43e-04 2022-11-23 06:31:17,731 INFO [train.py:818] (3/4) Epoch 7, batch 4150, loss[loss=0.0865, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009517, over 17.00 utterances.], tot_loss[loss=0.116, over 1465555.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05611, over 4610.54 utterances.], batch size: 17, lr: 7.42e-04 2022-11-23 06:31:54,080 INFO [train.py:818] (3/4) Epoch 7, batch 4200, loss[loss=0.1564, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006092, over 22.00 utterances.], tot_loss[loss=0.1188, over 1466407.99 frames. utt_duration=1271 frames, utt_pad_proportion=0.057, over 4620.99 utterances.], batch size: 22, lr: 7.42e-04 2022-11-23 06:32:29,524 INFO [train.py:818] (3/4) Epoch 7, batch 4250, loss[loss=0.1224, over 7305.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.003204, over 19.00 utterances.], tot_loss[loss=0.1214, over 1466091.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.05001, over 4563.16 utterances.], batch size: 19, lr: 7.42e-04 2022-11-23 06:33:06,211 INFO [train.py:818] (3/4) Epoch 7, batch 4300, loss[loss=0.1298, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.008301, over 18.00 utterances.], tot_loss[loss=0.1266, over 1466242.19 frames. utt_duration=1223 frames, utt_pad_proportion=0.06765, over 4802.64 utterances.], batch size: 18, lr: 7.41e-04 2022-11-23 06:33:43,234 INFO [train.py:818] (3/4) Epoch 7, batch 4350, loss[loss=0.18, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006374, over 20.00 utterances.], tot_loss[loss=0.1296, over 1466255.85 frames. utt_duration=1222 frames, utt_pad_proportion=0.06926, over 4805.52 utterances.], batch size: 20, lr: 7.41e-04 2022-11-23 06:34:19,653 INFO [train.py:818] (3/4) Epoch 7, batch 4400, loss[loss=0.1094, over 7324.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.00738, over 18.00 utterances.], tot_loss[loss=0.1338, over 1465563.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06375, over 4756.57 utterances.], batch size: 18, lr: 7.41e-04 2022-11-23 06:34:55,913 INFO [train.py:818] (3/4) Epoch 7, batch 4450, loss[loss=0.1634, over 7286.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03605, over 27.00 utterances.], tot_loss[loss=0.1355, over 1465436.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06714, over 4758.68 utterances.], batch size: 27, lr: 7.40e-04 2022-11-23 06:35:32,423 INFO [train.py:818] (3/4) Epoch 7, batch 4500, loss[loss=0.1131, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008565, over 18.00 utterances.], tot_loss[loss=0.1355, over 1464559.66 frames. utt_duration=1262 frames, utt_pad_proportion=0.05913, over 4646.85 utterances.], batch size: 18, lr: 7.40e-04 2022-11-23 06:36:09,171 INFO [train.py:818] (3/4) Epoch 7, batch 4550, loss[loss=0.1085, over 7462.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.005823, over 21.00 utterances.], tot_loss[loss=0.1367, over 1464381.60 frames. utt_duration=1252 frames, utt_pad_proportion=0.05996, over 4683.55 utterances.], batch size: 21, lr: 7.40e-04 2022-11-23 06:36:46,243 INFO [train.py:818] (3/4) Epoch 7, batch 4600, loss[loss=0.1642, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005613, over 19.00 utterances.], tot_loss[loss=0.1404, over 1465135.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.05678, over 4694.03 utterances.], batch size: 19, lr: 7.40e-04 2022-11-23 06:37:22,956 INFO [train.py:818] (3/4) Epoch 7, batch 4650, loss[loss=0.1446, over 7470.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005815, over 21.00 utterances.], tot_loss[loss=0.1412, over 1466684.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06474, over 4762.14 utterances.], batch size: 21, lr: 7.39e-04 2022-11-23 06:38:00,820 INFO [train.py:818] (3/4) Epoch 7, batch 4700, loss[loss=0.1813, over 7428.00 frames. utt_duration=763 frames, utt_pad_proportion=0.13, over 39.00 utterances.], tot_loss[loss=0.1421, over 1466586.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.06607, over 4733.93 utterances.], batch size: 39, lr: 7.39e-04 2022-11-23 06:38:38,373 INFO [train.py:818] (3/4) Epoch 7, batch 4750, loss[loss=0.2211, over 7404.00 frames. utt_duration=386.3 frames, utt_pad_proportion=0.3945, over 77.00 utterances.], tot_loss[loss=0.1421, over 1466392.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.06906, over 4770.40 utterances.], batch size: 77, lr: 7.39e-04 2022-11-23 06:39:16,100 INFO [train.py:818] (3/4) Epoch 7, batch 4800, loss[loss=0.2021, over 7359.00 frames. utt_duration=416 frames, utt_pad_proportion=0.3428, over 71.00 utterances.], tot_loss[loss=0.1438, over 1466050.57 frames. utt_duration=1224 frames, utt_pad_proportion=0.07123, over 4797.44 utterances.], batch size: 71, lr: 7.38e-04 2022-11-23 06:39:54,444 INFO [train.py:818] (3/4) Epoch 7, batch 4850, loss[loss=0.2151, over 7203.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01871, over 24.00 utterances.], tot_loss[loss=0.147, over 1466073.11 frames. utt_duration=1169 frames, utt_pad_proportion=0.08828, over 5021.08 utterances.], batch size: 24, lr: 7.38e-04 2022-11-23 06:40:31,488 INFO [train.py:818] (3/4) Epoch 7, batch 4900, loss[loss=0.1297, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006785, over 19.00 utterances.], tot_loss[loss=0.1478, over 1465388.50 frames. utt_duration=1163 frames, utt_pad_proportion=0.09001, over 5047.12 utterances.], batch size: 19, lr: 7.38e-04 2022-11-23 06:41:07,477 INFO [train.py:818] (3/4) Epoch 7, batch 4950, loss[loss=0.1257, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007387, over 23.00 utterances.], tot_loss[loss=0.1477, over 1465295.68 frames. utt_duration=1181 frames, utt_pad_proportion=0.08416, over 4968.13 utterances.], batch size: 23, lr: 7.37e-04 2022-11-23 06:41:43,818 INFO [train.py:818] (3/4) Epoch 7, batch 5000, loss[loss=0.1272, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.1461, over 1465503.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.07582, over 4845.93 utterances.], batch size: 20, lr: 7.37e-04 2022-11-23 06:42:21,420 INFO [train.py:818] (3/4) Epoch 7, batch 5050, loss[loss=0.1237, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00741, over 19.00 utterances.], tot_loss[loss=0.1446, over 1465535.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.07273, over 4823.02 utterances.], batch size: 19, lr: 7.37e-04 2022-11-23 06:42:58,899 INFO [train.py:818] (3/4) Epoch 7, batch 5100, loss[loss=0.1178, over 7269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.03213, over 16.00 utterances.], tot_loss[loss=0.1466, over 1466705.15 frames. utt_duration=1202 frames, utt_pad_proportion=0.07457, over 4885.33 utterances.], batch size: 16, lr: 7.36e-04 2022-11-23 06:43:36,223 INFO [train.py:818] (3/4) Epoch 7, batch 5150, loss[loss=0.08598, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.006615, over 17.00 utterances.], tot_loss[loss=0.146, over 1465890.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.0641, over 4736.26 utterances.], batch size: 17, lr: 7.36e-04 2022-11-23 06:44:13,798 INFO [train.py:818] (3/4) Epoch 7, batch 5200, loss[loss=0.1213, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.1451, over 1465648.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.06218, over 4727.37 utterances.], batch size: 20, lr: 7.36e-04 2022-11-23 06:44:51,508 INFO [train.py:818] (3/4) Epoch 7, batch 5250, loss[loss=0.1478, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006026, over 19.00 utterances.], tot_loss[loss=0.1461, over 1465749.19 frames. utt_duration=1230 frames, utt_pad_proportion=0.0652, over 4772.07 utterances.], batch size: 19, lr: 7.35e-04 2022-11-23 06:45:29,228 INFO [train.py:818] (3/4) Epoch 7, batch 5300, loss[loss=0.231, over 7433.00 frames. utt_duration=420.4 frames, utt_pad_proportion=0.338, over 71.00 utterances.], tot_loss[loss=0.1468, over 1465834.25 frames. utt_duration=1242 frames, utt_pad_proportion=0.06277, over 4728.05 utterances.], batch size: 71, lr: 7.35e-04 2022-11-23 06:46:06,811 INFO [train.py:818] (3/4) Epoch 7, batch 5350, loss[loss=0.1744, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007638, over 22.00 utterances.], tot_loss[loss=0.1473, over 1466412.46 frames. utt_duration=1197 frames, utt_pad_proportion=0.0798, over 4905.15 utterances.], batch size: 22, lr: 7.35e-04 2022-11-23 06:46:42,432 INFO [train.py:818] (3/4) Epoch 7, batch 5400, loss[loss=0.119, over 7284.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.06904, over 16.00 utterances.], tot_loss[loss=0.1453, over 1466541.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06832, over 4738.93 utterances.], batch size: 16, lr: 7.35e-04 2022-11-23 06:47:20,226 INFO [train.py:818] (3/4) Epoch 7, batch 5450, loss[loss=0.09587, over 7415.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007158, over 22.00 utterances.], tot_loss[loss=0.145, over 1466382.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.05715, over 4616.36 utterances.], batch size: 22, lr: 7.34e-04 2022-11-23 06:47:57,087 INFO [train.py:818] (3/4) Epoch 7, batch 5500, loss[loss=0.155, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005851, over 21.00 utterances.], tot_loss[loss=0.1434, over 1466172.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.06363, over 4729.59 utterances.], batch size: 21, lr: 7.34e-04 2022-11-23 06:48:33,766 INFO [train.py:818] (3/4) Epoch 7, batch 5550, loss[loss=0.148, over 7486.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01268, over 24.00 utterances.], tot_loss[loss=0.1431, over 1465892.74 frames. utt_duration=1250 frames, utt_pad_proportion=0.06246, over 4697.07 utterances.], batch size: 24, lr: 7.34e-04 2022-11-23 06:49:10,249 INFO [train.py:818] (3/4) Epoch 7, batch 5600, loss[loss=0.1595, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.009931, over 17.00 utterances.], tot_loss[loss=0.1438, over 1466416.88 frames. utt_duration=1250 frames, utt_pad_proportion=0.06045, over 4697.50 utterances.], batch size: 17, lr: 7.33e-04 2022-11-23 06:49:47,836 INFO [train.py:818] (3/4) Epoch 7, batch 5650, loss[loss=0.1443, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008237, over 17.00 utterances.], tot_loss[loss=0.1434, over 1465977.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06256, over 4734.16 utterances.], batch size: 17, lr: 7.33e-04 2022-11-23 06:50:24,456 INFO [train.py:818] (3/4) Epoch 7, batch 5700, loss[loss=0.1597, over 7156.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01019, over 17.00 utterances.], tot_loss[loss=0.1428, over 1464640.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.06608, over 4737.10 utterances.], batch size: 17, lr: 7.33e-04 2022-11-23 06:51:02,470 INFO [train.py:818] (3/4) Epoch 7, batch 5750, loss[loss=0.1845, over 7350.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02799, over 27.00 utterances.], tot_loss[loss=0.1439, over 1465451.60 frames. utt_duration=1226 frames, utt_pad_proportion=0.07042, over 4785.64 utterances.], batch size: 27, lr: 7.32e-04 2022-11-23 06:51:39,239 INFO [train.py:818] (3/4) Epoch 7, batch 5800, loss[loss=0.09768, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008635, over 17.00 utterances.], tot_loss[loss=0.1441, over 1464865.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06413, over 4747.45 utterances.], batch size: 17, lr: 7.32e-04 2022-11-23 06:52:17,874 INFO [train.py:818] (3/4) Epoch 7, batch 5850, loss[loss=0.1753, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005352, over 18.00 utterances.], tot_loss[loss=0.1442, over 1465579.17 frames. utt_duration=1219 frames, utt_pad_proportion=0.06905, over 4814.05 utterances.], batch size: 18, lr: 7.32e-04 2022-11-23 06:52:55,656 INFO [train.py:818] (3/4) Epoch 7, batch 5900, loss[loss=0.1399, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006143, over 19.00 utterances.], tot_loss[loss=0.145, over 1466159.50 frames. utt_duration=1216 frames, utt_pad_proportion=0.06857, over 4829.00 utterances.], batch size: 19, lr: 7.31e-04 2022-11-23 06:53:32,438 INFO [train.py:818] (3/4) Epoch 7, batch 5950, loss[loss=0.09145, over 7243.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0134, over 24.00 utterances.], tot_loss[loss=0.1445, over 1465097.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06561, over 4779.61 utterances.], batch size: 24, lr: 7.31e-04 2022-11-23 06:54:10,237 INFO [train.py:818] (3/4) Epoch 7, batch 6000, loss[loss=0.2295, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.1457, over 1465136.40 frames. utt_duration=1216 frames, utt_pad_proportion=0.06922, over 4823.83 utterances.], batch size: 21, lr: 7.31e-04 2022-11-23 06:54:10,238 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 06:54:30,499 INFO [train.py:847] (3/4) Epoch 7, validation: loss=0.05972, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 06:55:08,031 INFO [train.py:818] (3/4) Epoch 7, batch 6050, loss[loss=0.2108, over 7351.00 frames. utt_duration=775.3 frames, utt_pad_proportion=0.1089, over 38.00 utterances.], tot_loss[loss=0.1459, over 1464710.28 frames. utt_duration=1215 frames, utt_pad_proportion=0.06627, over 4829.24 utterances.], batch size: 38, lr: 7.31e-04 2022-11-23 06:55:45,229 INFO [train.py:818] (3/4) Epoch 7, batch 6100, loss[loss=0.1566, over 7202.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005515, over 19.00 utterances.], tot_loss[loss=0.1462, over 1464751.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.05691, over 4720.87 utterances.], batch size: 19, lr: 7.30e-04 2022-11-23 06:56:22,073 INFO [train.py:818] (3/4) Epoch 7, batch 6150, loss[loss=0.1576, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01605, over 24.00 utterances.], tot_loss[loss=0.1454, over 1464705.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.04922, over 4623.56 utterances.], batch size: 24, lr: 7.30e-04 2022-11-23 06:56:58,905 INFO [train.py:818] (3/4) Epoch 7, batch 6200, loss[loss=0.1691, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.145, over 1463970.31 frames. utt_duration=1287 frames, utt_pad_proportion=0.04371, over 4555.28 utterances.], batch size: 20, lr: 7.30e-04 2022-11-23 06:57:36,595 INFO [train.py:818] (3/4) Epoch 7, batch 6250, loss[loss=0.1371, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008011, over 22.00 utterances.], tot_loss[loss=0.1439, over 1464479.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.04812, over 4606.37 utterances.], batch size: 22, lr: 7.29e-04 2022-11-23 06:58:14,388 INFO [train.py:818] (3/4) Epoch 7, batch 6300, loss[loss=0.1839, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004621, over 20.00 utterances.], tot_loss[loss=0.1435, over 1464818.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.05458, over 4667.75 utterances.], batch size: 20, lr: 7.29e-04 2022-11-23 06:58:51,755 INFO [train.py:818] (3/4) Epoch 7, batch 6350, loss[loss=0.1625, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005582, over 21.00 utterances.], tot_loss[loss=0.1406, over 1465034.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05201, over 4638.08 utterances.], batch size: 21, lr: 7.29e-04 2022-11-23 06:59:28,458 INFO [train.py:818] (3/4) Epoch 7, batch 6400, loss[loss=0.152, over 7473.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.06402, over 31.00 utterances.], tot_loss[loss=0.1398, over 1465335.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04527, over 4545.69 utterances.], batch size: 31, lr: 7.28e-04 2022-11-23 07:00:06,499 INFO [train.py:818] (3/4) Epoch 7, batch 6450, loss[loss=0.1413, over 7374.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007162, over 20.00 utterances.], tot_loss[loss=0.1417, over 1465215.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06028, over 4734.22 utterances.], batch size: 20, lr: 7.28e-04 2022-11-23 07:00:43,614 INFO [train.py:818] (3/4) Epoch 7, batch 6500, loss[loss=0.09662, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008226, over 17.00 utterances.], tot_loss[loss=0.1414, over 1465400.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05361, over 4662.00 utterances.], batch size: 17, lr: 7.28e-04 2022-11-23 07:01:20,905 INFO [train.py:818] (3/4) Epoch 7, batch 6550, loss[loss=0.1302, over 7295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004803, over 19.00 utterances.], tot_loss[loss=0.143, over 1464580.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.05287, over 4674.44 utterances.], batch size: 19, lr: 7.27e-04 2022-11-23 07:01:57,402 INFO [train.py:818] (3/4) Epoch 7, batch 6600, loss[loss=0.1104, over 7319.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007958, over 17.00 utterances.], tot_loss[loss=0.1415, over 1464623.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06025, over 4746.18 utterances.], batch size: 17, lr: 7.27e-04 2022-11-23 07:02:34,984 INFO [train.py:818] (3/4) Epoch 7, batch 6650, loss[loss=0.1391, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007875, over 17.00 utterances.], tot_loss[loss=0.1422, over 1464145.39 frames. utt_duration=1249 frames, utt_pad_proportion=0.0566, over 4693.81 utterances.], batch size: 17, lr: 7.27e-04 2022-11-23 07:03:11,805 INFO [train.py:818] (3/4) Epoch 7, batch 6700, loss[loss=0.1524, over 7351.00 frames. utt_duration=775.3 frames, utt_pad_proportion=0.1089, over 38.00 utterances.], tot_loss[loss=0.1414, over 1464232.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06106, over 4748.19 utterances.], batch size: 38, lr: 7.27e-04 2022-11-23 07:03:49,228 INFO [train.py:818] (3/4) Epoch 7, batch 6750, loss[loss=0.1532, over 7300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005409, over 19.00 utterances.], tot_loss[loss=0.1422, over 1464791.82 frames. utt_duration=1232 frames, utt_pad_proportion=0.06241, over 4762.14 utterances.], batch size: 19, lr: 7.26e-04 2022-11-23 07:04:26,909 INFO [train.py:818] (3/4) Epoch 7, batch 6800, loss[loss=0.1644, over 7258.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04034, over 27.00 utterances.], tot_loss[loss=0.1419, over 1465289.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.0582, over 4732.74 utterances.], batch size: 27, lr: 7.26e-04 2022-11-23 07:05:03,961 INFO [train.py:818] (3/4) Epoch 7, batch 6850, loss[loss=0.1069, over 7287.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.008666, over 17.00 utterances.], tot_loss[loss=0.1412, over 1465940.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05019, over 4642.61 utterances.], batch size: 17, lr: 7.26e-04 2022-11-23 07:05:41,245 INFO [train.py:818] (3/4) Epoch 7, batch 6900, loss[loss=0.1993, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01393, over 24.00 utterances.], tot_loss[loss=0.1404, over 1465675.92 frames. utt_duration=1249 frames, utt_pad_proportion=0.05433, over 4698.27 utterances.], batch size: 24, lr: 7.25e-04 2022-11-23 07:06:18,002 INFO [train.py:818] (3/4) Epoch 7, batch 6950, loss[loss=0.1297, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007079, over 21.00 utterances.], tot_loss[loss=0.1396, over 1466166.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06138, over 4765.70 utterances.], batch size: 21, lr: 7.25e-04 2022-11-23 07:06:54,732 INFO [train.py:818] (3/4) Epoch 7, batch 7000, loss[loss=0.1912, over 7445.00 frames. utt_duration=962.1 frames, utt_pad_proportion=0.06864, over 31.00 utterances.], tot_loss[loss=0.1395, over 1466035.89 frames. utt_duration=1203 frames, utt_pad_proportion=0.07046, over 4881.05 utterances.], batch size: 31, lr: 7.25e-04 2022-11-23 07:07:31,293 INFO [train.py:818] (3/4) Epoch 7, batch 7050, loss[loss=0.151, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004759, over 20.00 utterances.], tot_loss[loss=0.1388, over 1463594.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06506, over 4786.41 utterances.], batch size: 20, lr: 7.25e-04 2022-11-23 07:08:08,487 INFO [train.py:818] (3/4) Epoch 7, batch 7100, loss[loss=0.1241, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01326, over 24.00 utterances.], tot_loss[loss=0.14, over 1464998.00 frames. utt_duration=1216 frames, utt_pad_proportion=0.06532, over 4823.37 utterances.], batch size: 24, lr: 7.24e-04 2022-11-23 07:08:45,275 INFO [train.py:818] (3/4) Epoch 7, batch 7150, loss[loss=0.0942, over 7169.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00867, over 17.00 utterances.], tot_loss[loss=0.1411, over 1465863.83 frames. utt_duration=1188 frames, utt_pad_proportion=0.07675, over 4942.18 utterances.], batch size: 17, lr: 7.24e-04 2022-11-23 07:09:23,026 INFO [train.py:818] (3/4) Epoch 7, batch 7200, loss[loss=0.1417, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006868, over 20.00 utterances.], tot_loss[loss=0.1423, over 1466802.38 frames. utt_duration=1178 frames, utt_pad_proportion=0.07904, over 4985.96 utterances.], batch size: 20, lr: 7.24e-04 2022-11-23 07:09:59,739 INFO [train.py:818] (3/4) Epoch 7, batch 7250, loss[loss=0.1174, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.1417, over 1466330.72 frames. utt_duration=1186 frames, utt_pad_proportion=0.0762, over 4951.67 utterances.], batch size: 21, lr: 7.23e-04 2022-11-23 07:10:36,808 INFO [train.py:818] (3/4) Epoch 7, batch 7300, loss[loss=0.1561, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005143, over 20.00 utterances.], tot_loss[loss=0.1424, over 1466127.57 frames. utt_duration=1159 frames, utt_pad_proportion=0.08558, over 5066.60 utterances.], batch size: 20, lr: 7.23e-04 2022-11-23 07:11:16,167 INFO [train.py:818] (3/4) Epoch 7, batch 7350, loss[loss=0.1456, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01408, over 24.00 utterances.], tot_loss[loss=0.1434, over 1466545.36 frames. utt_duration=1142 frames, utt_pad_proportion=0.09057, over 5145.67 utterances.], batch size: 24, lr: 7.23e-04 2022-11-23 07:11:53,124 INFO [train.py:818] (3/4) Epoch 7, batch 7400, loss[loss=0.1101, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008571, over 17.00 utterances.], tot_loss[loss=0.1414, over 1467187.06 frames. utt_duration=1177 frames, utt_pad_proportion=0.07714, over 4993.67 utterances.], batch size: 17, lr: 7.22e-04 2022-11-23 07:12:30,261 INFO [train.py:818] (3/4) Epoch 7, batch 7450, loss[loss=0.1065, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006241, over 20.00 utterances.], tot_loss[loss=0.1401, over 1467255.02 frames. utt_duration=1191 frames, utt_pad_proportion=0.07288, over 4932.80 utterances.], batch size: 20, lr: 7.22e-04 2022-11-23 07:13:08,335 INFO [train.py:818] (3/4) Epoch 7, batch 7500, loss[loss=0.08952, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.005973, over 18.00 utterances.], tot_loss[loss=0.1394, over 1466880.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06223, over 4778.68 utterances.], batch size: 18, lr: 7.22e-04 2022-11-23 07:13:45,139 INFO [train.py:818] (3/4) Epoch 7, batch 7550, loss[loss=0.1765, over 7441.00 frames. utt_duration=1146 frames, utt_pad_proportion=0.02776, over 26.00 utterances.], tot_loss[loss=0.1403, over 1466443.06 frames. utt_duration=1239 frames, utt_pad_proportion=0.05895, over 4741.68 utterances.], batch size: 26, lr: 7.22e-04 2022-11-23 07:14:22,464 INFO [train.py:818] (3/4) Epoch 7, batch 7600, loss[loss=0.08063, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007254, over 18.00 utterances.], tot_loss[loss=0.1393, over 1466223.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.05717, over 4759.63 utterances.], batch size: 18, lr: 7.21e-04 2022-11-23 07:14:58,947 INFO [train.py:818] (3/4) Epoch 7, batch 7650, loss[loss=0.1193, over 7380.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.005923, over 19.00 utterances.], tot_loss[loss=0.1388, over 1467127.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.05706, over 4776.89 utterances.], batch size: 19, lr: 7.21e-04 2022-11-23 07:15:37,219 INFO [train.py:818] (3/4) Epoch 7, batch 7700, loss[loss=0.1267, over 7407.00 frames. utt_duration=742.2 frames, utt_pad_proportion=0.1546, over 40.00 utterances.], tot_loss[loss=0.1404, over 1466896.66 frames. utt_duration=1165 frames, utt_pad_proportion=0.07604, over 5043.77 utterances.], batch size: 40, lr: 7.21e-04 2022-11-23 07:16:14,643 INFO [train.py:818] (3/4) Epoch 7, batch 7750, loss[loss=0.1099, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007753, over 18.00 utterances.], tot_loss[loss=0.1397, over 1466754.65 frames. utt_duration=1182 frames, utt_pad_proportion=0.07348, over 4969.50 utterances.], batch size: 18, lr: 7.20e-04 2022-11-23 07:16:51,726 INFO [train.py:818] (3/4) Epoch 7, batch 7800, loss[loss=0.1412, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006284, over 20.00 utterances.], tot_loss[loss=0.1386, over 1466865.72 frames. utt_duration=1208 frames, utt_pad_proportion=0.06604, over 4863.17 utterances.], batch size: 20, lr: 7.20e-04 2022-11-23 07:17:28,382 INFO [train.py:818] (3/4) Epoch 7, batch 7850, loss[loss=0.1194, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005769, over 18.00 utterances.], tot_loss[loss=0.1386, over 1464709.98 frames. utt_duration=1228 frames, utt_pad_proportion=0.06062, over 4776.88 utterances.], batch size: 18, lr: 7.20e-04 2022-11-23 07:18:04,897 INFO [train.py:818] (3/4) Epoch 7, batch 7900, loss[loss=0.09732, over 7273.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03402, over 27.00 utterances.], tot_loss[loss=0.139, over 1464678.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.05744, over 4724.43 utterances.], batch size: 27, lr: 7.19e-04 2022-11-23 07:18:41,437 INFO [train.py:818] (3/4) Epoch 7, batch 7950, loss[loss=0.1218, over 7407.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007626, over 22.00 utterances.], tot_loss[loss=0.1394, over 1465313.45 frames. utt_duration=1209 frames, utt_pad_proportion=0.06838, over 4853.26 utterances.], batch size: 22, lr: 7.19e-04 2022-11-23 07:19:18,848 INFO [train.py:818] (3/4) Epoch 7, batch 8000, loss[loss=0.178, over 7255.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.06393, over 30.00 utterances.], tot_loss[loss=0.1397, over 1465722.91 frames. utt_duration=1197 frames, utt_pad_proportion=0.07129, over 4906.09 utterances.], batch size: 30, lr: 7.19e-04 2022-11-23 07:19:55,883 INFO [train.py:818] (3/4) Epoch 7, batch 8050, loss[loss=0.1588, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007726, over 22.00 utterances.], tot_loss[loss=0.1405, over 1466244.74 frames. utt_duration=1191 frames, utt_pad_proportion=0.07275, over 4930.41 utterances.], batch size: 22, lr: 7.19e-04 2022-11-23 07:20:32,833 INFO [train.py:818] (3/4) Epoch 7, batch 8100, loss[loss=0.154, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00571, over 19.00 utterances.], tot_loss[loss=0.1426, over 1465212.63 frames. utt_duration=1206 frames, utt_pad_proportion=0.06612, over 4865.04 utterances.], batch size: 19, lr: 7.18e-04 2022-11-23 07:21:10,930 INFO [train.py:818] (3/4) Epoch 7, batch 8150, loss[loss=0.1338, over 7391.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005979, over 19.00 utterances.], tot_loss[loss=0.142, over 1465605.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07023, over 4901.51 utterances.], batch size: 19, lr: 7.18e-04 2022-11-23 07:21:48,704 INFO [train.py:818] (3/4) Epoch 7, batch 8200, loss[loss=0.1865, over 7465.00 frames. utt_duration=422 frames, utt_pad_proportion=0.3345, over 71.00 utterances.], tot_loss[loss=0.1412, over 1466073.36 frames. utt_duration=1198 frames, utt_pad_proportion=0.07038, over 4900.20 utterances.], batch size: 71, lr: 7.18e-04 2022-11-23 07:22:25,707 INFO [train.py:818] (3/4) Epoch 7, batch 8250, loss[loss=0.1012, over 7442.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.01828, over 24.00 utterances.], tot_loss[loss=0.141, over 1466166.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.06544, over 4847.94 utterances.], batch size: 24, lr: 7.17e-04 2022-11-23 07:23:03,385 INFO [train.py:818] (3/4) Epoch 7, batch 8300, loss[loss=0.09473, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.1411, over 1465659.78 frames. utt_duration=1199 frames, utt_pad_proportion=0.07065, over 4895.53 utterances.], batch size: 20, lr: 7.17e-04 2022-11-23 07:23:39,728 INFO [train.py:818] (3/4) Epoch 7, batch 8350, loss[loss=0.1339, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005979, over 18.00 utterances.], tot_loss[loss=0.14, over 1465465.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.06447, over 4823.08 utterances.], batch size: 18, lr: 7.17e-04 2022-11-23 07:24:16,894 INFO [train.py:818] (3/4) Epoch 7, batch 8400, loss[loss=0.13, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00654, over 21.00 utterances.], tot_loss[loss=0.1398, over 1466248.90 frames. utt_duration=1205 frames, utt_pad_proportion=0.06712, over 4874.28 utterances.], batch size: 21, lr: 7.17e-04 2022-11-23 07:24:53,147 INFO [train.py:818] (3/4) Epoch 7, batch 8450, loss[loss=0.1198, over 7426.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.01081, over 17.00 utterances.], tot_loss[loss=0.138, over 1465985.40 frames. utt_duration=1213 frames, utt_pad_proportion=0.06417, over 4842.20 utterances.], batch size: 17, lr: 7.16e-04 2022-11-23 07:25:29,428 INFO [train.py:818] (3/4) Epoch 7, batch 8500, loss[loss=0.1323, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004785, over 21.00 utterances.], tot_loss[loss=0.1379, over 1467415.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.05921, over 4767.24 utterances.], batch size: 21, lr: 7.16e-04 2022-11-23 07:26:07,446 INFO [train.py:818] (3/4) Epoch 7, batch 8550, loss[loss=0.1492, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007057, over 22.00 utterances.], tot_loss[loss=0.1375, over 1466757.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.05825, over 4785.81 utterances.], batch size: 22, lr: 7.16e-04 2022-11-23 07:26:43,516 INFO [train.py:818] (3/4) Epoch 7, batch 8600, loss[loss=0.1431, over 7190.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006932, over 18.00 utterances.], tot_loss[loss=0.139, over 1466298.57 frames. utt_duration=1205 frames, utt_pad_proportion=0.06674, over 4874.80 utterances.], batch size: 18, lr: 7.15e-04 2022-11-23 07:27:21,498 INFO [train.py:818] (3/4) Epoch 7, batch 8650, loss[loss=0.1175, over 7193.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005525, over 21.00 utterances.], tot_loss[loss=0.1395, over 1466674.10 frames. utt_duration=1224 frames, utt_pad_proportion=0.06115, over 4797.74 utterances.], batch size: 21, lr: 7.15e-04 2022-11-23 07:27:56,841 INFO [train.py:818] (3/4) Epoch 7, batch 8700, loss[loss=0.1792, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01224, over 24.00 utterances.], tot_loss[loss=0.1394, over 1466862.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.06514, over 4842.09 utterances.], batch size: 24, lr: 7.15e-04 2022-11-23 07:28:33,430 INFO [train.py:818] (3/4) Epoch 7, batch 8750, loss[loss=0.1209, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005444, over 20.00 utterances.], tot_loss[loss=0.1401, over 1466435.28 frames. utt_duration=1181 frames, utt_pad_proportion=0.07536, over 4975.14 utterances.], batch size: 20, lr: 7.15e-04 2022-11-23 07:29:09,978 INFO [train.py:818] (3/4) Epoch 7, batch 8800, loss[loss=0.1043, over 7302.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008949, over 18.00 utterances.], tot_loss[loss=0.1399, over 1466775.75 frames. utt_duration=1174 frames, utt_pad_proportion=0.07962, over 5001.93 utterances.], batch size: 18, lr: 7.14e-04 2022-11-23 07:29:47,306 INFO [train.py:818] (3/4) Epoch 7, batch 8850, loss[loss=0.165, over 7468.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02636, over 26.00 utterances.], tot_loss[loss=0.1405, over 1467401.92 frames. utt_duration=1159 frames, utt_pad_proportion=0.08475, over 5070.06 utterances.], batch size: 26, lr: 7.14e-04 2022-11-23 07:31:08,800 INFO [train.py:818] (3/4) Epoch 8, batch 0, loss[loss=0.07668, over 7310.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.003779, over 19.00 utterances.], tot_loss[loss=0.07668, over 7310.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.003779, over 19.00 utterances.], batch size: 19, lr: 6.85e-04 2022-11-23 07:31:44,828 INFO [train.py:818] (3/4) Epoch 8, batch 50, loss[loss=0.08375, over 7395.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.004439, over 21.00 utterances.], tot_loss[loss=0.1129, over 330774.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.02916, over 1022.68 utterances.], batch size: 21, lr: 6.84e-04 2022-11-23 07:32:21,476 INFO [train.py:818] (3/4) Epoch 8, batch 100, loss[loss=0.07505, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009461, over 17.00 utterances.], tot_loss[loss=0.1102, over 581823.52 frames. utt_duration=1298 frames, utt_pad_proportion=0.03699, over 1794.40 utterances.], batch size: 17, lr: 6.84e-04 2022-11-23 07:32:59,809 INFO [train.py:818] (3/4) Epoch 8, batch 150, loss[loss=0.124, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005346, over 19.00 utterances.], tot_loss[loss=0.1113, over 777581.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05817, over 2486.74 utterances.], batch size: 19, lr: 6.84e-04 2022-11-23 07:33:36,189 INFO [train.py:818] (3/4) Epoch 8, batch 200, loss[loss=0.1131, over 7311.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006009, over 22.00 utterances.], tot_loss[loss=0.1119, over 929561.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.05843, over 3003.00 utterances.], batch size: 22, lr: 6.84e-04 2022-11-23 07:34:12,931 INFO [train.py:818] (3/4) Epoch 8, batch 250, loss[loss=0.1606, over 7459.00 frames. utt_duration=416 frames, utt_pad_proportion=0.352, over 72.00 utterances.], tot_loss[loss=0.1115, over 1046611.88 frames. utt_duration=1215 frames, utt_pad_proportion=0.06936, over 3449.46 utterances.], batch size: 72, lr: 6.83e-04 2022-11-23 07:34:50,019 INFO [train.py:818] (3/4) Epoch 8, batch 300, loss[loss=0.1073, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01112, over 23.00 utterances.], tot_loss[loss=0.1116, over 1139344.95 frames. utt_duration=1237 frames, utt_pad_proportion=0.0612, over 3689.68 utterances.], batch size: 23, lr: 6.83e-04 2022-11-23 07:35:26,555 INFO [train.py:818] (3/4) Epoch 8, batch 350, loss[loss=0.108, over 7175.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007015, over 21.00 utterances.], tot_loss[loss=0.1112, over 1211331.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06323, over 3938.58 utterances.], batch size: 21, lr: 6.83e-04 2022-11-23 07:36:03,793 INFO [train.py:818] (3/4) Epoch 8, batch 400, loss[loss=0.1452, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006872, over 19.00 utterances.], tot_loss[loss=0.1106, over 1267177.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05668, over 4041.82 utterances.], batch size: 19, lr: 6.83e-04 2022-11-23 07:36:40,521 INFO [train.py:818] (3/4) Epoch 8, batch 450, loss[loss=0.1089, over 7241.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01384, over 24.00 utterances.], tot_loss[loss=0.1098, over 1310970.85 frames. utt_duration=1251 frames, utt_pad_proportion=0.05902, over 4196.94 utterances.], batch size: 24, lr: 6.82e-04 2022-11-23 07:37:15,936 INFO [train.py:818] (3/4) Epoch 8, batch 500, loss[loss=0.1151, over 7226.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.01742, over 25.00 utterances.], tot_loss[loss=0.1083, over 1343308.78 frames. utt_duration=1276 frames, utt_pad_proportion=0.05078, over 4217.32 utterances.], batch size: 25, lr: 6.82e-04 2022-11-23 07:37:54,318 INFO [train.py:818] (3/4) Epoch 8, batch 550, loss[loss=0.09014, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.1081, over 1370499.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.06096, over 4361.83 utterances.], batch size: 19, lr: 6.82e-04 2022-11-23 07:38:30,758 INFO [train.py:818] (3/4) Epoch 8, batch 600, loss[loss=0.1201, over 7468.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008621, over 17.00 utterances.], tot_loss[loss=0.1091, over 1391022.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.06381, over 4487.38 utterances.], batch size: 17, lr: 6.81e-04 2022-11-23 07:39:06,557 INFO [train.py:818] (3/4) Epoch 8, batch 650, loss[loss=0.1488, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], tot_loss[loss=0.1087, over 1408047.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05721, over 4477.27 utterances.], batch size: 23, lr: 6.81e-04 2022-11-23 07:39:43,755 INFO [train.py:818] (3/4) Epoch 8, batch 700, loss[loss=0.1148, over 7347.00 frames. utt_duration=795.4 frames, utt_pad_proportion=0.09613, over 37.00 utterances.], tot_loss[loss=0.1071, over 1419627.08 frames. utt_duration=1282 frames, utt_pad_proportion=0.04955, over 4434.50 utterances.], batch size: 37, lr: 6.81e-04 2022-11-23 07:40:20,979 INFO [train.py:818] (3/4) Epoch 8, batch 750, loss[loss=0.08247, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005103, over 20.00 utterances.], tot_loss[loss=0.1079, over 1429865.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.0532, over 4520.84 utterances.], batch size: 20, lr: 6.81e-04 2022-11-23 07:40:57,184 INFO [train.py:818] (3/4) Epoch 8, batch 800, loss[loss=0.1178, over 7172.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008011, over 21.00 utterances.], tot_loss[loss=0.1074, over 1436754.55 frames. utt_duration=1275 frames, utt_pad_proportion=0.05195, over 4512.67 utterances.], batch size: 21, lr: 6.80e-04 2022-11-23 07:41:34,709 INFO [train.py:818] (3/4) Epoch 8, batch 850, loss[loss=0.09355, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006502, over 19.00 utterances.], tot_loss[loss=0.1086, over 1442697.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05779, over 4583.36 utterances.], batch size: 19, lr: 6.80e-04 2022-11-23 07:42:11,202 INFO [train.py:818] (3/4) Epoch 8, batch 900, loss[loss=0.1053, over 7302.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03545, over 27.00 utterances.], tot_loss[loss=0.1098, over 1446889.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05707, over 4594.29 utterances.], batch size: 27, lr: 6.80e-04 2022-11-23 07:42:47,694 INFO [train.py:818] (3/4) Epoch 8, batch 950, loss[loss=0.1188, over 7212.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01776, over 24.00 utterances.], tot_loss[loss=0.1117, over 1451798.24 frames. utt_duration=1241 frames, utt_pad_proportion=0.06019, over 4684.76 utterances.], batch size: 24, lr: 6.80e-04 2022-11-23 07:43:23,837 INFO [train.py:818] (3/4) Epoch 8, batch 1000, loss[loss=0.0723, over 7330.00 frames. utt_duration=1726 frames, utt_pad_proportion=0.006096, over 17.00 utterances.], tot_loss[loss=0.1107, over 1454648.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.05601, over 4642.69 utterances.], batch size: 17, lr: 6.79e-04 2022-11-23 07:44:01,019 INFO [train.py:818] (3/4) Epoch 8, batch 1050, loss[loss=0.13, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006181, over 21.00 utterances.], tot_loss[loss=0.111, over 1458682.55 frames. utt_duration=1215 frames, utt_pad_proportion=0.06547, over 4806.51 utterances.], batch size: 21, lr: 6.79e-04 2022-11-23 07:44:36,870 INFO [train.py:818] (3/4) Epoch 8, batch 1100, loss[loss=0.1188, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005151, over 21.00 utterances.], tot_loss[loss=0.1108, over 1459851.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.06478, over 4778.89 utterances.], batch size: 21, lr: 6.79e-04 2022-11-23 07:45:14,429 INFO [train.py:818] (3/4) Epoch 8, batch 1150, loss[loss=0.1521, over 7456.00 frames. utt_duration=766.1 frames, utt_pad_proportion=0.1294, over 39.00 utterances.], tot_loss[loss=0.1121, over 1460728.05 frames. utt_duration=1242 frames, utt_pad_proportion=0.05742, over 4711.41 utterances.], batch size: 39, lr: 6.79e-04 2022-11-23 07:45:49,505 INFO [train.py:818] (3/4) Epoch 8, batch 1200, loss[loss=0.1454, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009808, over 23.00 utterances.], tot_loss[loss=0.1121, over 1461752.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.05283, over 4645.73 utterances.], batch size: 23, lr: 6.78e-04 2022-11-23 07:46:27,048 INFO [train.py:818] (3/4) Epoch 8, batch 1250, loss[loss=0.101, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006813, over 18.00 utterances.], tot_loss[loss=0.113, over 1462658.51 frames. utt_duration=1253 frames, utt_pad_proportion=0.05817, over 4675.76 utterances.], batch size: 18, lr: 6.78e-04 2022-11-23 07:47:04,468 INFO [train.py:818] (3/4) Epoch 8, batch 1300, loss[loss=0.1254, over 7324.00 frames. utt_duration=772.5 frames, utt_pad_proportion=0.1231, over 38.00 utterances.], tot_loss[loss=0.1136, over 1463855.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.06329, over 4781.14 utterances.], batch size: 38, lr: 6.78e-04 2022-11-23 07:47:41,093 INFO [train.py:818] (3/4) Epoch 8, batch 1350, loss[loss=0.1671, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006804, over 22.00 utterances.], tot_loss[loss=0.1151, over 1464616.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.05853, over 4729.36 utterances.], batch size: 22, lr: 6.77e-04 2022-11-23 07:48:17,503 INFO [train.py:818] (3/4) Epoch 8, batch 1400, loss[loss=0.07799, over 7173.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007707, over 17.00 utterances.], tot_loss[loss=0.1143, over 1464421.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05737, over 4684.52 utterances.], batch size: 17, lr: 6.77e-04 2022-11-23 07:48:54,627 INFO [train.py:818] (3/4) Epoch 8, batch 1450, loss[loss=0.09658, over 7372.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007197, over 21.00 utterances.], tot_loss[loss=0.1143, over 1465424.17 frames. utt_duration=1237 frames, utt_pad_proportion=0.0582, over 4743.57 utterances.], batch size: 21, lr: 6.77e-04 2022-11-23 07:49:29,760 INFO [train.py:818] (3/4) Epoch 8, batch 1500, loss[loss=0.1096, over 7148.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01099, over 17.00 utterances.], tot_loss[loss=0.1148, over 1465984.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.052, over 4713.58 utterances.], batch size: 17, lr: 6.77e-04 2022-11-23 07:50:07,125 INFO [train.py:818] (3/4) Epoch 8, batch 1550, loss[loss=0.1277, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01033, over 17.00 utterances.], tot_loss[loss=0.1152, over 1465129.88 frames. utt_duration=1246 frames, utt_pad_proportion=0.05375, over 4709.61 utterances.], batch size: 17, lr: 6.76e-04 2022-11-23 07:50:42,934 INFO [train.py:818] (3/4) Epoch 8, batch 1600, loss[loss=0.0668, over 7270.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04808, over 16.00 utterances.], tot_loss[loss=0.1133, over 1464514.58 frames. utt_duration=1276 frames, utt_pad_proportion=0.04987, over 4596.75 utterances.], batch size: 16, lr: 6.76e-04 2022-11-23 07:51:18,581 INFO [train.py:818] (3/4) Epoch 8, batch 1650, loss[loss=0.1181, over 7292.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03416, over 27.00 utterances.], tot_loss[loss=0.1149, over 1464707.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.05179, over 4633.21 utterances.], batch size: 27, lr: 6.76e-04 2022-11-23 07:51:55,773 INFO [train.py:818] (3/4) Epoch 8, batch 1700, loss[loss=0.1622, over 7432.00 frames. utt_duration=445.3 frames, utt_pad_proportion=0.283, over 67.00 utterances.], tot_loss[loss=0.1143, over 1464599.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.06182, over 4720.12 utterances.], batch size: 67, lr: 6.76e-04 2022-11-23 07:52:43,212 INFO [train.py:818] (3/4) Epoch 8, batch 1750, loss[loss=0.1419, over 7488.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02477, over 26.00 utterances.], tot_loss[loss=0.114, over 1465229.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06568, over 4787.85 utterances.], batch size: 26, lr: 6.75e-04 2022-11-23 07:53:20,148 INFO [train.py:818] (3/4) Epoch 8, batch 1800, loss[loss=0.0833, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008808, over 17.00 utterances.], tot_loss[loss=0.1138, over 1464552.03 frames. utt_duration=1244 frames, utt_pad_proportion=0.06169, over 4716.50 utterances.], batch size: 17, lr: 6.75e-04 2022-11-23 07:53:57,798 INFO [train.py:818] (3/4) Epoch 8, batch 1850, loss[loss=0.1489, over 7454.00 frames. utt_duration=433.9 frames, utt_pad_proportion=0.3221, over 69.00 utterances.], tot_loss[loss=0.1126, over 1464474.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.0604, over 4676.02 utterances.], batch size: 69, lr: 6.75e-04 2022-11-23 07:54:34,002 INFO [train.py:818] (3/4) Epoch 8, batch 1900, loss[loss=0.1366, over 7205.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01623, over 24.00 utterances.], tot_loss[loss=0.1141, over 1464589.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.05648, over 4674.10 utterances.], batch size: 24, lr: 6.75e-04 2022-11-23 07:55:10,506 INFO [train.py:818] (3/4) Epoch 8, batch 1950, loss[loss=0.1541, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0101, over 23.00 utterances.], tot_loss[loss=0.1127, over 1466157.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.0576, over 4697.37 utterances.], batch size: 23, lr: 6.74e-04 2022-11-23 07:55:48,195 INFO [train.py:818] (3/4) Epoch 8, batch 2000, loss[loss=0.08685, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004196, over 19.00 utterances.], tot_loss[loss=0.113, over 1465708.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05382, over 4651.49 utterances.], batch size: 19, lr: 6.74e-04 2022-11-23 07:56:23,896 INFO [train.py:818] (3/4) Epoch 8, batch 2050, loss[loss=0.2033, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0127, over 24.00 utterances.], tot_loss[loss=0.112, over 1464967.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.05418, over 4689.50 utterances.], batch size: 24, lr: 6.74e-04 2022-11-23 07:57:00,995 INFO [train.py:818] (3/4) Epoch 8, batch 2100, loss[loss=0.1016, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.1106, over 1465565.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05807, over 4664.77 utterances.], batch size: 20, lr: 6.74e-04 2022-11-23 07:57:38,451 INFO [train.py:818] (3/4) Epoch 8, batch 2150, loss[loss=0.1115, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01228, over 24.00 utterances.], tot_loss[loss=0.1102, over 1465895.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.04877, over 4564.19 utterances.], batch size: 24, lr: 6.73e-04 2022-11-23 07:58:14,398 INFO [train.py:818] (3/4) Epoch 8, batch 2200, loss[loss=0.08574, over 7111.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.004615, over 18.00 utterances.], tot_loss[loss=0.1106, over 1465113.62 frames. utt_duration=1292 frames, utt_pad_proportion=0.04524, over 4542.68 utterances.], batch size: 18, lr: 6.73e-04 2022-11-23 07:58:51,845 INFO [train.py:818] (3/4) Epoch 8, batch 2250, loss[loss=0.1018, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.006924, over 17.00 utterances.], tot_loss[loss=0.1097, over 1465665.91 frames. utt_duration=1321 frames, utt_pad_proportion=0.03963, over 4443.64 utterances.], batch size: 17, lr: 6.73e-04 2022-11-23 07:59:28,659 INFO [train.py:818] (3/4) Epoch 8, batch 2300, loss[loss=0.08605, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009337, over 17.00 utterances.], tot_loss[loss=0.1101, over 1466400.42 frames. utt_duration=1334 frames, utt_pad_proportion=0.03771, over 4403.17 utterances.], batch size: 17, lr: 6.73e-04 2022-11-23 08:00:04,609 INFO [train.py:818] (3/4) Epoch 8, batch 2350, loss[loss=0.07658, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006599, over 22.00 utterances.], tot_loss[loss=0.1095, over 1466898.48 frames. utt_duration=1333 frames, utt_pad_proportion=0.03819, over 4405.10 utterances.], batch size: 22, lr: 6.72e-04 2022-11-23 08:00:41,227 INFO [train.py:818] (3/4) Epoch 8, batch 2400, loss[loss=0.1116, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006692, over 21.00 utterances.], tot_loss[loss=0.109, over 1466371.31 frames. utt_duration=1331 frames, utt_pad_proportion=0.03783, over 4412.38 utterances.], batch size: 21, lr: 6.72e-04 2022-11-23 08:01:18,047 INFO [train.py:818] (3/4) Epoch 8, batch 2450, loss[loss=0.06051, over 7225.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03021, over 16.00 utterances.], tot_loss[loss=0.1104, over 1466678.24 frames. utt_duration=1315 frames, utt_pad_proportion=0.04106, over 4466.61 utterances.], batch size: 16, lr: 6.72e-04 2022-11-23 08:01:53,689 INFO [train.py:818] (3/4) Epoch 8, batch 2500, loss[loss=0.1174, over 7358.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007477, over 23.00 utterances.], tot_loss[loss=0.1084, over 1465658.63 frames. utt_duration=1317 frames, utt_pad_proportion=0.03929, over 4456.27 utterances.], batch size: 23, lr: 6.71e-04 2022-11-23 08:02:30,706 INFO [train.py:818] (3/4) Epoch 8, batch 2550, loss[loss=0.09749, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006378, over 19.00 utterances.], tot_loss[loss=0.1084, over 1465834.06 frames. utt_duration=1306 frames, utt_pad_proportion=0.04249, over 4493.83 utterances.], batch size: 19, lr: 6.71e-04 2022-11-23 08:03:07,819 INFO [train.py:818] (3/4) Epoch 8, batch 2600, loss[loss=0.09866, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005249, over 21.00 utterances.], tot_loss[loss=0.111, over 1464293.01 frames. utt_duration=1301 frames, utt_pad_proportion=0.04225, over 4505.66 utterances.], batch size: 21, lr: 6.71e-04 2022-11-23 08:03:43,900 INFO [train.py:818] (3/4) Epoch 8, batch 2650, loss[loss=0.07175, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01844, over 24.00 utterances.], tot_loss[loss=0.1107, over 1464751.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.04881, over 4599.36 utterances.], batch size: 24, lr: 6.71e-04 2022-11-23 08:04:21,002 INFO [train.py:818] (3/4) Epoch 8, batch 2700, loss[loss=0.06449, over 7483.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007519, over 19.00 utterances.], tot_loss[loss=0.1099, over 1465425.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04688, over 4575.57 utterances.], batch size: 19, lr: 6.70e-04 2022-11-23 08:04:58,113 INFO [train.py:818] (3/4) Epoch 8, batch 2750, loss[loss=0.1067, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00597, over 18.00 utterances.], tot_loss[loss=0.1097, over 1464339.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04848, over 4543.81 utterances.], batch size: 18, lr: 6.70e-04 2022-11-23 08:05:34,744 INFO [train.py:818] (3/4) Epoch 8, batch 2800, loss[loss=0.07933, over 7198.00 frames. utt_duration=1801 frames, utt_pad_proportion=0.03821, over 16.00 utterances.], tot_loss[loss=0.1085, over 1464937.56 frames. utt_duration=1298 frames, utt_pad_proportion=0.04949, over 4518.36 utterances.], batch size: 16, lr: 6.70e-04 2022-11-23 08:06:11,101 INFO [train.py:818] (3/4) Epoch 8, batch 2850, loss[loss=0.09868, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006416, over 22.00 utterances.], tot_loss[loss=0.1067, over 1465745.13 frames. utt_duration=1325 frames, utt_pad_proportion=0.04227, over 4430.09 utterances.], batch size: 22, lr: 6.70e-04 2022-11-23 08:06:47,372 INFO [train.py:818] (3/4) Epoch 8, batch 2900, loss[loss=0.08696, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005956, over 20.00 utterances.], tot_loss[loss=0.1062, over 1465275.45 frames. utt_duration=1303 frames, utt_pad_proportion=0.04988, over 4503.02 utterances.], batch size: 20, lr: 6.69e-04 2022-11-23 08:07:23,404 INFO [train.py:818] (3/4) Epoch 8, batch 2950, loss[loss=0.08418, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 18.00 utterances.], tot_loss[loss=0.1069, over 1463895.21 frames. utt_duration=1287 frames, utt_pad_proportion=0.05138, over 4555.95 utterances.], batch size: 18, lr: 6.69e-04 2022-11-23 08:07:59,811 INFO [train.py:818] (3/4) Epoch 8, batch 3000, loss[loss=0.1078, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.009699, over 17.00 utterances.], tot_loss[loss=0.1088, over 1463962.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.04887, over 4546.97 utterances.], batch size: 17, lr: 6.69e-04 2022-11-23 08:07:59,812 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 08:08:19,929 INFO [train.py:847] (3/4) Epoch 8, validation: loss=0.0631, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 08:08:56,021 INFO [train.py:818] (3/4) Epoch 8, batch 3050, loss[loss=0.06959, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01044, over 17.00 utterances.], tot_loss[loss=0.1092, over 1464743.76 frames. utt_duration=1291 frames, utt_pad_proportion=0.04668, over 4544.32 utterances.], batch size: 17, lr: 6.69e-04 2022-11-23 08:09:32,232 INFO [train.py:818] (3/4) Epoch 8, batch 3100, loss[loss=0.09779, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005659, over 18.00 utterances.], tot_loss[loss=0.1088, over 1465149.33 frames. utt_duration=1281 frames, utt_pad_proportion=0.04566, over 4578.95 utterances.], batch size: 18, lr: 6.68e-04 2022-11-23 08:10:09,251 INFO [train.py:818] (3/4) Epoch 8, batch 3150, loss[loss=0.09878, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01646, over 24.00 utterances.], tot_loss[loss=0.1092, over 1465927.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.04819, over 4570.31 utterances.], batch size: 24, lr: 6.68e-04 2022-11-23 08:10:46,799 INFO [train.py:818] (3/4) Epoch 8, batch 3200, loss[loss=0.104, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00562, over 20.00 utterances.], tot_loss[loss=0.1088, over 1465957.54 frames. utt_duration=1234 frames, utt_pad_proportion=0.06644, over 4757.04 utterances.], batch size: 20, lr: 6.68e-04 2022-11-23 08:11:24,700 INFO [train.py:818] (3/4) Epoch 8, batch 3250, loss[loss=0.1018, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005886, over 19.00 utterances.], tot_loss[loss=0.1074, over 1464640.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.06126, over 4657.37 utterances.], batch size: 19, lr: 6.68e-04 2022-11-23 08:12:01,265 INFO [train.py:818] (3/4) Epoch 8, batch 3300, loss[loss=0.2082, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01541, over 24.00 utterances.], tot_loss[loss=0.1075, over 1464180.71 frames. utt_duration=1260 frames, utt_pad_proportion=0.05814, over 4654.79 utterances.], batch size: 24, lr: 6.67e-04 2022-11-23 08:12:37,718 INFO [train.py:818] (3/4) Epoch 8, batch 3350, loss[loss=0.08638, over 7161.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009533, over 17.00 utterances.], tot_loss[loss=0.1072, over 1463279.41 frames. utt_duration=1286 frames, utt_pad_proportion=0.04882, over 4554.92 utterances.], batch size: 17, lr: 6.67e-04 2022-11-23 08:13:14,294 INFO [train.py:818] (3/4) Epoch 8, batch 3400, loss[loss=0.07879, over 7199.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006514, over 18.00 utterances.], tot_loss[loss=0.1064, over 1462119.51 frames. utt_duration=1306 frames, utt_pad_proportion=0.04157, over 4482.90 utterances.], batch size: 18, lr: 6.67e-04 2022-11-23 08:13:50,241 INFO [train.py:818] (3/4) Epoch 8, batch 3450, loss[loss=0.104, over 7281.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.005764, over 20.00 utterances.], tot_loss[loss=0.1067, over 1462335.16 frames. utt_duration=1310 frames, utt_pad_proportion=0.04026, over 4470.90 utterances.], batch size: 20, lr: 6.67e-04 2022-11-23 08:14:26,908 INFO [train.py:818] (3/4) Epoch 8, batch 3500, loss[loss=0.1811, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006847, over 21.00 utterances.], tot_loss[loss=0.1078, over 1462246.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.04464, over 4496.75 utterances.], batch size: 21, lr: 6.66e-04 2022-11-23 08:15:04,392 INFO [train.py:818] (3/4) Epoch 8, batch 3550, loss[loss=0.1081, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005859, over 18.00 utterances.], tot_loss[loss=0.1078, over 1463447.04 frames. utt_duration=1286 frames, utt_pad_proportion=0.04937, over 4557.98 utterances.], batch size: 18, lr: 6.66e-04 2022-11-23 08:15:39,388 INFO [train.py:818] (3/4) Epoch 8, batch 3600, loss[loss=0.1131, over 7355.00 frames. utt_duration=950.6 frames, utt_pad_proportion=0.0815, over 31.00 utterances.], tot_loss[loss=0.1083, over 1463257.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.04862, over 4563.61 utterances.], batch size: 31, lr: 6.66e-04 2022-11-23 08:16:16,863 INFO [train.py:818] (3/4) Epoch 8, batch 3650, loss[loss=0.1512, over 7335.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.00606, over 18.00 utterances.], tot_loss[loss=0.1085, over 1462859.45 frames. utt_duration=1280 frames, utt_pad_proportion=0.04778, over 4576.10 utterances.], batch size: 18, lr: 6.66e-04 2022-11-23 08:16:53,410 INFO [train.py:818] (3/4) Epoch 8, batch 3700, loss[loss=0.1207, over 7340.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.3019, over 67.00 utterances.], tot_loss[loss=0.1081, over 1464638.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05648, over 4691.17 utterances.], batch size: 67, lr: 6.65e-04 2022-11-23 08:17:29,572 INFO [train.py:818] (3/4) Epoch 8, batch 3750, loss[loss=0.1123, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00625, over 21.00 utterances.], tot_loss[loss=0.1077, over 1465018.59 frames. utt_duration=1258 frames, utt_pad_proportion=0.05401, over 4663.01 utterances.], batch size: 21, lr: 6.65e-04 2022-11-23 08:18:06,733 INFO [train.py:818] (3/4) Epoch 8, batch 3800, loss[loss=0.1061, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.1076, over 1464570.90 frames. utt_duration=1257 frames, utt_pad_proportion=0.05456, over 4664.71 utterances.], batch size: 21, lr: 6.65e-04 2022-11-23 08:18:43,464 INFO [train.py:818] (3/4) Epoch 8, batch 3850, loss[loss=0.08337, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.1075, over 1464819.14 frames. utt_duration=1234 frames, utt_pad_proportion=0.06229, over 4753.33 utterances.], batch size: 20, lr: 6.65e-04 2022-11-23 08:19:20,565 INFO [train.py:818] (3/4) Epoch 8, batch 3900, loss[loss=0.09703, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00826, over 18.00 utterances.], tot_loss[loss=0.1085, over 1464466.61 frames. utt_duration=1253 frames, utt_pad_proportion=0.0554, over 4682.21 utterances.], batch size: 18, lr: 6.64e-04 2022-11-23 08:19:57,983 INFO [train.py:818] (3/4) Epoch 8, batch 3950, loss[loss=0.09814, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006531, over 21.00 utterances.], tot_loss[loss=0.1071, over 1463646.98 frames. utt_duration=1291 frames, utt_pad_proportion=0.04737, over 4541.76 utterances.], batch size: 21, lr: 6.64e-04 2022-11-23 08:20:34,633 INFO [train.py:818] (3/4) Epoch 8, batch 4000, loss[loss=0.1124, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005956, over 20.00 utterances.], tot_loss[loss=0.1065, over 1464890.26 frames. utt_duration=1289 frames, utt_pad_proportion=0.04816, over 4551.49 utterances.], batch size: 20, lr: 6.64e-04 2022-11-23 08:21:11,291 INFO [train.py:818] (3/4) Epoch 8, batch 4050, loss[loss=0.1189, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007306, over 18.00 utterances.], tot_loss[loss=0.1077, over 1465623.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05427, over 4621.48 utterances.], batch size: 18, lr: 6.64e-04 2022-11-23 08:21:48,492 INFO [train.py:818] (3/4) Epoch 8, batch 4100, loss[loss=0.1037, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007492, over 22.00 utterances.], tot_loss[loss=0.1084, over 1464692.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.0558, over 4586.39 utterances.], batch size: 22, lr: 6.63e-04 2022-11-23 08:22:24,590 INFO [train.py:818] (3/4) Epoch 8, batch 4150, loss[loss=0.09955, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.1113, over 1465497.95 frames. utt_duration=1270 frames, utt_pad_proportion=0.05682, over 4620.28 utterances.], batch size: 21, lr: 6.63e-04 2022-11-23 08:23:00,882 INFO [train.py:818] (3/4) Epoch 8, batch 4200, loss[loss=0.1385, over 7240.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.03661, over 27.00 utterances.], tot_loss[loss=0.114, over 1466089.36 frames. utt_duration=1270 frames, utt_pad_proportion=0.05745, over 4624.01 utterances.], batch size: 27, lr: 6.63e-04 2022-11-23 08:23:37,629 INFO [train.py:818] (3/4) Epoch 8, batch 4250, loss[loss=0.2047, over 7402.00 frames. utt_duration=760.6 frames, utt_pad_proportion=0.1367, over 39.00 utterances.], tot_loss[loss=0.1172, over 1465799.33 frames. utt_duration=1288 frames, utt_pad_proportion=0.05151, over 4557.71 utterances.], batch size: 39, lr: 6.63e-04 2022-11-23 08:24:12,901 INFO [train.py:818] (3/4) Epoch 8, batch 4300, loss[loss=0.1282, over 7483.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004553, over 21.00 utterances.], tot_loss[loss=0.1195, over 1466038.82 frames. utt_duration=1305 frames, utt_pad_proportion=0.0457, over 4499.49 utterances.], batch size: 21, lr: 6.62e-04 2022-11-23 08:24:50,200 INFO [train.py:818] (3/4) Epoch 8, batch 4350, loss[loss=0.176, over 7280.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.00651, over 20.00 utterances.], tot_loss[loss=0.1229, over 1466881.97 frames. utt_duration=1292 frames, utt_pad_proportion=0.04733, over 4545.78 utterances.], batch size: 20, lr: 6.62e-04 2022-11-23 08:25:27,525 INFO [train.py:818] (3/4) Epoch 8, batch 4400, loss[loss=0.1138, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006029, over 20.00 utterances.], tot_loss[loss=0.1265, over 1466319.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.05217, over 4581.63 utterances.], batch size: 20, lr: 6.62e-04 2022-11-23 08:26:03,425 INFO [train.py:818] (3/4) Epoch 8, batch 4450, loss[loss=0.1541, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00694, over 19.00 utterances.], tot_loss[loss=0.1296, over 1465513.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.05784, over 4619.26 utterances.], batch size: 19, lr: 6.62e-04 2022-11-23 08:26:40,722 INFO [train.py:818] (3/4) Epoch 8, batch 4500, loss[loss=0.09788, over 7382.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.008056, over 19.00 utterances.], tot_loss[loss=0.1293, over 1465528.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.05658, over 4573.89 utterances.], batch size: 19, lr: 6.61e-04 2022-11-23 08:27:17,880 INFO [train.py:818] (3/4) Epoch 8, batch 4550, loss[loss=0.1297, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007712, over 23.00 utterances.], tot_loss[loss=0.1308, over 1465716.55 frames. utt_duration=1283 frames, utt_pad_proportion=0.0563, over 4576.62 utterances.], batch size: 23, lr: 6.61e-04 2022-11-23 08:27:54,613 INFO [train.py:818] (3/4) Epoch 8, batch 4600, loss[loss=0.129, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006258, over 18.00 utterances.], tot_loss[loss=0.1317, over 1464875.98 frames. utt_duration=1278 frames, utt_pad_proportion=0.05808, over 4590.81 utterances.], batch size: 18, lr: 6.61e-04 2022-11-23 08:28:32,256 INFO [train.py:818] (3/4) Epoch 8, batch 4650, loss[loss=0.1031, over 7182.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008857, over 18.00 utterances.], tot_loss[loss=0.1318, over 1463555.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.05003, over 4523.16 utterances.], batch size: 18, lr: 6.61e-04 2022-11-23 08:29:08,241 INFO [train.py:818] (3/4) Epoch 8, batch 4700, loss[loss=0.1058, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006893, over 20.00 utterances.], tot_loss[loss=0.1338, over 1463566.04 frames. utt_duration=1282 frames, utt_pad_proportion=0.05455, over 4573.05 utterances.], batch size: 20, lr: 6.60e-04 2022-11-23 08:29:44,588 INFO [train.py:818] (3/4) Epoch 8, batch 4750, loss[loss=0.09324, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007341, over 18.00 utterances.], tot_loss[loss=0.1347, over 1463623.94 frames. utt_duration=1266 frames, utt_pad_proportion=0.05926, over 4630.46 utterances.], batch size: 18, lr: 6.60e-04 2022-11-23 08:30:22,119 INFO [train.py:818] (3/4) Epoch 8, batch 4800, loss[loss=0.1163, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006223, over 18.00 utterances.], tot_loss[loss=0.135, over 1463867.16 frames. utt_duration=1273 frames, utt_pad_proportion=0.05636, over 4606.32 utterances.], batch size: 18, lr: 6.60e-04 2022-11-23 08:30:59,035 INFO [train.py:818] (3/4) Epoch 8, batch 4850, loss[loss=0.1256, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00436, over 19.00 utterances.], tot_loss[loss=0.1357, over 1463394.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.0537, over 4596.34 utterances.], batch size: 19, lr: 6.60e-04 2022-11-23 08:31:35,441 INFO [train.py:818] (3/4) Epoch 8, batch 4900, loss[loss=0.1591, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009566, over 17.00 utterances.], tot_loss[loss=0.1361, over 1465157.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05302, over 4615.38 utterances.], batch size: 17, lr: 6.59e-04 2022-11-23 08:32:12,886 INFO [train.py:818] (3/4) Epoch 8, batch 4950, loss[loss=0.1236, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009437, over 23.00 utterances.], tot_loss[loss=0.1349, over 1465263.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05482, over 4613.39 utterances.], batch size: 23, lr: 6.59e-04 2022-11-23 08:32:49,638 INFO [train.py:818] (3/4) Epoch 8, batch 5000, loss[loss=0.137, over 7333.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03057, over 27.00 utterances.], tot_loss[loss=0.1363, over 1466281.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.06556, over 4736.24 utterances.], batch size: 27, lr: 6.59e-04 2022-11-23 08:33:27,548 INFO [train.py:818] (3/4) Epoch 8, batch 5050, loss[loss=0.137, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03747, over 27.00 utterances.], tot_loss[loss=0.1349, over 1466612.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.06959, over 4791.05 utterances.], batch size: 27, lr: 6.59e-04 2022-11-23 08:34:03,455 INFO [train.py:818] (3/4) Epoch 8, batch 5100, loss[loss=0.09844, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005829, over 19.00 utterances.], tot_loss[loss=0.1367, over 1466195.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06384, over 4724.66 utterances.], batch size: 19, lr: 6.58e-04 2022-11-23 08:34:39,967 INFO [train.py:818] (3/4) Epoch 8, batch 5150, loss[loss=0.1836, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007662, over 17.00 utterances.], tot_loss[loss=0.1396, over 1467150.68 frames. utt_duration=1239 frames, utt_pad_proportion=0.06314, over 4741.97 utterances.], batch size: 17, lr: 6.58e-04 2022-11-23 08:35:17,278 INFO [train.py:818] (3/4) Epoch 8, batch 5200, loss[loss=0.1628, over 7295.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005041, over 20.00 utterances.], tot_loss[loss=0.1381, over 1466541.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.05965, over 4700.41 utterances.], batch size: 20, lr: 6.58e-04 2022-11-23 08:35:54,278 INFO [train.py:818] (3/4) Epoch 8, batch 5250, loss[loss=0.08984, over 7207.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.02226, over 16.00 utterances.], tot_loss[loss=0.1374, over 1466602.44 frames. utt_duration=1252 frames, utt_pad_proportion=0.05975, over 4689.84 utterances.], batch size: 16, lr: 6.58e-04 2022-11-23 08:36:31,806 INFO [train.py:818] (3/4) Epoch 8, batch 5300, loss[loss=0.1593, over 7310.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.034, over 27.00 utterances.], tot_loss[loss=0.1389, over 1467075.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06815, over 4812.35 utterances.], batch size: 27, lr: 6.57e-04 2022-11-23 08:37:09,660 INFO [train.py:818] (3/4) Epoch 8, batch 5350, loss[loss=0.1575, over 7396.00 frames. utt_duration=412.3 frames, utt_pad_proportion=0.3425, over 72.00 utterances.], tot_loss[loss=0.1389, over 1467208.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.07119, over 4808.76 utterances.], batch size: 72, lr: 6.57e-04 2022-11-23 08:37:45,489 INFO [train.py:818] (3/4) Epoch 8, batch 5400, loss[loss=0.2872, over 7483.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007618, over 19.00 utterances.], tot_loss[loss=0.1376, over 1466991.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.06149, over 4695.90 utterances.], batch size: 19, lr: 6.57e-04 2022-11-23 08:38:22,527 INFO [train.py:818] (3/4) Epoch 8, batch 5450, loss[loss=0.1078, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006455, over 22.00 utterances.], tot_loss[loss=0.1369, over 1465863.66 frames. utt_duration=1266 frames, utt_pad_proportion=0.05703, over 4635.57 utterances.], batch size: 22, lr: 6.57e-04 2022-11-23 08:39:00,036 INFO [train.py:818] (3/4) Epoch 8, batch 5500, loss[loss=0.1463, over 7337.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.1374, over 39.00 utterances.], tot_loss[loss=0.137, over 1466041.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06425, over 4752.24 utterances.], batch size: 39, lr: 6.57e-04 2022-11-23 08:39:36,379 INFO [train.py:818] (3/4) Epoch 8, batch 5550, loss[loss=0.2257, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.014, over 24.00 utterances.], tot_loss[loss=0.1377, over 1466806.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06334, over 4766.58 utterances.], batch size: 24, lr: 6.56e-04 2022-11-23 08:40:13,779 INFO [train.py:818] (3/4) Epoch 8, batch 5600, loss[loss=0.1888, over 7328.00 frames. utt_duration=753 frames, utt_pad_proportion=0.1375, over 39.00 utterances.], tot_loss[loss=0.1379, over 1466796.95 frames. utt_duration=1220 frames, utt_pad_proportion=0.06859, over 4815.37 utterances.], batch size: 39, lr: 6.56e-04 2022-11-23 08:40:51,802 INFO [train.py:818] (3/4) Epoch 8, batch 5650, loss[loss=0.1376, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005825, over 19.00 utterances.], tot_loss[loss=0.1371, over 1465877.41 frames. utt_duration=1206 frames, utt_pad_proportion=0.07202, over 4867.86 utterances.], batch size: 19, lr: 6.56e-04 2022-11-23 08:41:28,333 INFO [train.py:818] (3/4) Epoch 8, batch 5700, loss[loss=0.2275, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004223, over 21.00 utterances.], tot_loss[loss=0.1379, over 1465922.09 frames. utt_duration=1217 frames, utt_pad_proportion=0.06955, over 4823.33 utterances.], batch size: 21, lr: 6.56e-04 2022-11-23 08:42:04,738 INFO [train.py:818] (3/4) Epoch 8, batch 5750, loss[loss=0.1224, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.1372, over 1465515.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06387, over 4765.53 utterances.], batch size: 21, lr: 6.55e-04 2022-11-23 08:42:42,463 INFO [train.py:818] (3/4) Epoch 8, batch 5800, loss[loss=0.1286, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01599, over 24.00 utterances.], tot_loss[loss=0.1361, over 1464239.43 frames. utt_duration=1227 frames, utt_pad_proportion=0.06331, over 4778.13 utterances.], batch size: 24, lr: 6.55e-04 2022-11-23 08:43:18,306 INFO [train.py:818] (3/4) Epoch 8, batch 5850, loss[loss=0.1767, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006212, over 19.00 utterances.], tot_loss[loss=0.1369, over 1464316.40 frames. utt_duration=1219 frames, utt_pad_proportion=0.06455, over 4811.58 utterances.], batch size: 19, lr: 6.55e-04 2022-11-23 08:43:55,815 INFO [train.py:818] (3/4) Epoch 8, batch 5900, loss[loss=0.1578, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0234, over 25.00 utterances.], tot_loss[loss=0.1375, over 1464229.10 frames. utt_duration=1228 frames, utt_pad_proportion=0.05916, over 4774.49 utterances.], batch size: 25, lr: 6.55e-04 2022-11-23 08:44:33,048 INFO [train.py:818] (3/4) Epoch 8, batch 5950, loss[loss=0.1303, over 7178.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007666, over 21.00 utterances.], tot_loss[loss=0.1361, over 1463848.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.0521, over 4663.07 utterances.], batch size: 21, lr: 6.54e-04 2022-11-23 08:45:10,079 INFO [train.py:818] (3/4) Epoch 8, batch 6000, loss[loss=0.1634, over 7281.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006033, over 21.00 utterances.], tot_loss[loss=0.1371, over 1464851.07 frames. utt_duration=1235 frames, utt_pad_proportion=0.05981, over 4751.70 utterances.], batch size: 21, lr: 6.54e-04 2022-11-23 08:45:10,080 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 08:45:30,319 INFO [train.py:847] (3/4) Epoch 8, validation: loss=0.05729, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 08:46:07,140 INFO [train.py:818] (3/4) Epoch 8, batch 6050, loss[loss=0.1188, over 7281.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.05674, over 30.00 utterances.], tot_loss[loss=0.1368, over 1464042.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05463, over 4683.57 utterances.], batch size: 30, lr: 6.54e-04 2022-11-23 08:46:43,632 INFO [train.py:818] (3/4) Epoch 8, batch 6100, loss[loss=0.1609, over 7477.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02399, over 26.00 utterances.], tot_loss[loss=0.1367, over 1464504.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.0512, over 4667.33 utterances.], batch size: 26, lr: 6.54e-04 2022-11-23 08:47:21,499 INFO [train.py:818] (3/4) Epoch 8, batch 6150, loss[loss=0.1176, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005488, over 21.00 utterances.], tot_loss[loss=0.1364, over 1465358.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.05844, over 4739.78 utterances.], batch size: 21, lr: 6.53e-04 2022-11-23 08:47:58,543 INFO [train.py:818] (3/4) Epoch 8, batch 6200, loss[loss=0.1533, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.008863, over 17.00 utterances.], tot_loss[loss=0.1362, over 1465249.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.06305, over 4790.02 utterances.], batch size: 17, lr: 6.53e-04 2022-11-23 08:48:34,846 INFO [train.py:818] (3/4) Epoch 8, batch 6250, loss[loss=0.1583, over 7241.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.0202, over 25.00 utterances.], tot_loss[loss=0.1359, over 1465154.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.05821, over 4688.43 utterances.], batch size: 25, lr: 6.53e-04 2022-11-23 08:49:13,011 INFO [train.py:818] (3/4) Epoch 8, batch 6300, loss[loss=0.1082, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005579, over 19.00 utterances.], tot_loss[loss=0.1347, over 1464238.64 frames. utt_duration=1218 frames, utt_pad_proportion=0.07214, over 4815.00 utterances.], batch size: 19, lr: 6.53e-04 2022-11-23 08:49:48,920 INFO [train.py:818] (3/4) Epoch 8, batch 6350, loss[loss=0.1282, over 7172.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007942, over 21.00 utterances.], tot_loss[loss=0.1341, over 1465157.94 frames. utt_duration=1242 frames, utt_pad_proportion=0.06224, over 4726.18 utterances.], batch size: 21, lr: 6.52e-04 2022-11-23 08:50:26,802 INFO [train.py:818] (3/4) Epoch 8, batch 6400, loss[loss=0.1187, over 7484.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.1343, over 1465748.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.06296, over 4748.98 utterances.], batch size: 20, lr: 6.52e-04 2022-11-23 08:51:04,400 INFO [train.py:818] (3/4) Epoch 8, batch 6450, loss[loss=0.111, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005821, over 20.00 utterances.], tot_loss[loss=0.1344, over 1465787.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.07017, over 4840.00 utterances.], batch size: 20, lr: 6.52e-04 2022-11-23 08:51:41,918 INFO [train.py:818] (3/4) Epoch 8, batch 6500, loss[loss=0.125, over 7486.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007188, over 19.00 utterances.], tot_loss[loss=0.1325, over 1465573.21 frames. utt_duration=1211 frames, utt_pad_proportion=0.0706, over 4846.54 utterances.], batch size: 19, lr: 6.52e-04 2022-11-23 08:52:19,436 INFO [train.py:818] (3/4) Epoch 8, batch 6550, loss[loss=0.1489, over 7279.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006408, over 20.00 utterances.], tot_loss[loss=0.1333, over 1465773.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06975, over 4795.89 utterances.], batch size: 20, lr: 6.52e-04 2022-11-23 08:52:56,571 INFO [train.py:818] (3/4) Epoch 8, batch 6600, loss[loss=0.1059, over 7431.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.008893, over 17.00 utterances.], tot_loss[loss=0.1343, over 1466177.13 frames. utt_duration=1212 frames, utt_pad_proportion=0.07335, over 4845.29 utterances.], batch size: 17, lr: 6.51e-04 2022-11-23 08:53:33,926 INFO [train.py:818] (3/4) Epoch 8, batch 6650, loss[loss=0.1228, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01046, over 17.00 utterances.], tot_loss[loss=0.1347, over 1465584.50 frames. utt_duration=1204 frames, utt_pad_proportion=0.07467, over 4873.33 utterances.], batch size: 17, lr: 6.51e-04 2022-11-23 08:54:09,658 INFO [train.py:818] (3/4) Epoch 8, batch 6700, loss[loss=0.1484, over 7488.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.008795, over 23.00 utterances.], tot_loss[loss=0.136, over 1466400.93 frames. utt_duration=1209 frames, utt_pad_proportion=0.06977, over 4858.47 utterances.], batch size: 23, lr: 6.51e-04 2022-11-23 08:54:46,948 INFO [train.py:818] (3/4) Epoch 8, batch 6750, loss[loss=0.09581, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004843, over 21.00 utterances.], tot_loss[loss=0.1348, over 1465859.50 frames. utt_duration=1212 frames, utt_pad_proportion=0.06806, over 4842.70 utterances.], batch size: 21, lr: 6.51e-04 2022-11-23 08:55:23,791 INFO [train.py:818] (3/4) Epoch 8, batch 6800, loss[loss=0.1498, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00514, over 18.00 utterances.], tot_loss[loss=0.1342, over 1465136.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.07043, over 4822.09 utterances.], batch size: 18, lr: 6.50e-04 2022-11-23 08:56:02,680 INFO [train.py:818] (3/4) Epoch 8, batch 6850, loss[loss=0.1456, over 7378.00 frames. utt_duration=758.3 frames, utt_pad_proportion=0.1392, over 39.00 utterances.], tot_loss[loss=0.1355, over 1466171.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.06477, over 4786.79 utterances.], batch size: 39, lr: 6.50e-04 2022-11-23 08:56:37,767 INFO [train.py:818] (3/4) Epoch 8, batch 6900, loss[loss=0.1121, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005979, over 18.00 utterances.], tot_loss[loss=0.1358, over 1466585.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.05555, over 4691.32 utterances.], batch size: 18, lr: 6.50e-04 2022-11-23 08:57:15,653 INFO [train.py:818] (3/4) Epoch 8, batch 6950, loss[loss=0.1313, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009808, over 23.00 utterances.], tot_loss[loss=0.1361, over 1466260.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.06089, over 4765.16 utterances.], batch size: 23, lr: 6.50e-04 2022-11-23 08:57:53,071 INFO [train.py:818] (3/4) Epoch 8, batch 7000, loss[loss=0.1279, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005249, over 20.00 utterances.], tot_loss[loss=0.1357, over 1466522.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06088, over 4732.36 utterances.], batch size: 20, lr: 6.49e-04 2022-11-23 08:58:30,007 INFO [train.py:818] (3/4) Epoch 8, batch 7050, loss[loss=0.1133, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00769, over 18.00 utterances.], tot_loss[loss=0.1369, over 1466486.72 frames. utt_duration=1206 frames, utt_pad_proportion=0.07324, over 4868.84 utterances.], batch size: 18, lr: 6.49e-04 2022-11-23 08:59:07,472 INFO [train.py:818] (3/4) Epoch 8, batch 7100, loss[loss=0.1849, over 7474.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.3675, over 74.00 utterances.], tot_loss[loss=0.1375, over 1466545.89 frames. utt_duration=1162 frames, utt_pad_proportion=0.08533, over 5055.34 utterances.], batch size: 74, lr: 6.49e-04 2022-11-23 08:59:44,515 INFO [train.py:818] (3/4) Epoch 8, batch 7150, loss[loss=0.1401, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006691, over 19.00 utterances.], tot_loss[loss=0.138, over 1466036.70 frames. utt_duration=1161 frames, utt_pad_proportion=0.08614, over 5056.55 utterances.], batch size: 19, lr: 6.49e-04 2022-11-23 09:00:20,706 INFO [train.py:818] (3/4) Epoch 8, batch 7200, loss[loss=0.1114, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006418, over 20.00 utterances.], tot_loss[loss=0.137, over 1467153.59 frames. utt_duration=1180 frames, utt_pad_proportion=0.07969, over 4977.69 utterances.], batch size: 20, lr: 6.48e-04 2022-11-23 09:00:58,013 INFO [train.py:818] (3/4) Epoch 8, batch 7250, loss[loss=0.1389, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006818, over 22.00 utterances.], tot_loss[loss=0.1356, over 1466406.52 frames. utt_duration=1190 frames, utt_pad_proportion=0.07517, over 4935.85 utterances.], batch size: 22, lr: 6.48e-04 2022-11-23 09:01:34,608 INFO [train.py:818] (3/4) Epoch 8, batch 7300, loss[loss=0.1483, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005799, over 21.00 utterances.], tot_loss[loss=0.1354, over 1466172.09 frames. utt_duration=1166 frames, utt_pad_proportion=0.08217, over 5036.57 utterances.], batch size: 21, lr: 6.48e-04 2022-11-23 09:02:13,124 INFO [train.py:818] (3/4) Epoch 8, batch 7350, loss[loss=0.0896, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.1333, over 1464960.99 frames. utt_duration=1198 frames, utt_pad_proportion=0.07407, over 4899.41 utterances.], batch size: 20, lr: 6.48e-04 2022-11-23 09:02:51,124 INFO [train.py:818] (3/4) Epoch 8, batch 7400, loss[loss=0.1058, over 7147.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01048, over 17.00 utterances.], tot_loss[loss=0.1331, over 1465577.44 frames. utt_duration=1184 frames, utt_pad_proportion=0.08043, over 4955.72 utterances.], batch size: 17, lr: 6.48e-04 2022-11-23 09:03:27,976 INFO [train.py:818] (3/4) Epoch 8, batch 7450, loss[loss=0.1298, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], tot_loss[loss=0.1341, over 1466722.18 frames. utt_duration=1166 frames, utt_pad_proportion=0.08348, over 5038.06 utterances.], batch size: 21, lr: 6.47e-04 2022-11-23 09:04:04,918 INFO [train.py:818] (3/4) Epoch 8, batch 7500, loss[loss=0.1749, over 7335.00 frames. utt_duration=753.8 frames, utt_pad_proportion=0.1434, over 39.00 utterances.], tot_loss[loss=0.1339, over 1466678.81 frames. utt_duration=1170 frames, utt_pad_proportion=0.08089, over 5018.74 utterances.], batch size: 39, lr: 6.47e-04 2022-11-23 09:04:43,582 INFO [train.py:818] (3/4) Epoch 8, batch 7550, loss[loss=0.2273, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009649, over 18.00 utterances.], tot_loss[loss=0.1336, over 1467394.43 frames. utt_duration=1166 frames, utt_pad_proportion=0.08068, over 5039.00 utterances.], batch size: 18, lr: 6.47e-04 2022-11-23 09:05:21,333 INFO [train.py:818] (3/4) Epoch 8, batch 7600, loss[loss=0.1372, over 7200.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005314, over 20.00 utterances.], tot_loss[loss=0.133, over 1466748.94 frames. utt_duration=1162 frames, utt_pad_proportion=0.08485, over 5054.47 utterances.], batch size: 20, lr: 6.47e-04 2022-11-23 09:05:59,886 INFO [train.py:818] (3/4) Epoch 8, batch 7650, loss[loss=0.1338, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01271, over 24.00 utterances.], tot_loss[loss=0.1321, over 1466953.45 frames. utt_duration=1186 frames, utt_pad_proportion=0.0768, over 4955.82 utterances.], batch size: 24, lr: 6.46e-04 2022-11-23 09:06:36,056 INFO [train.py:818] (3/4) Epoch 8, batch 7700, loss[loss=0.1049, over 7216.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.04048, over 16.00 utterances.], tot_loss[loss=0.1317, over 1466410.36 frames. utt_duration=1204 frames, utt_pad_proportion=0.07019, over 4876.43 utterances.], batch size: 16, lr: 6.46e-04 2022-11-23 09:07:13,433 INFO [train.py:818] (3/4) Epoch 8, batch 7750, loss[loss=0.09934, over 7480.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.007229, over 17.00 utterances.], tot_loss[loss=0.1336, over 1466941.29 frames. utt_duration=1202 frames, utt_pad_proportion=0.07236, over 4889.63 utterances.], batch size: 17, lr: 6.46e-04 2022-11-23 09:07:50,413 INFO [train.py:818] (3/4) Epoch 8, batch 7800, loss[loss=0.09053, over 7314.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008094, over 17.00 utterances.], tot_loss[loss=0.1334, over 1467352.21 frames. utt_duration=1199 frames, utt_pad_proportion=0.07248, over 4899.62 utterances.], batch size: 17, lr: 6.46e-04 2022-11-23 09:08:26,727 INFO [train.py:818] (3/4) Epoch 8, batch 7850, loss[loss=0.1249, over 7392.00 frames. utt_duration=955.5 frames, utt_pad_proportion=0.07597, over 31.00 utterances.], tot_loss[loss=0.1326, over 1467268.32 frames. utt_duration=1176 frames, utt_pad_proportion=0.07649, over 4996.17 utterances.], batch size: 31, lr: 6.45e-04 2022-11-23 09:09:04,661 INFO [train.py:818] (3/4) Epoch 8, batch 7900, loss[loss=0.1619, over 7395.00 frames. utt_duration=418.3 frames, utt_pad_proportion=0.3444, over 71.00 utterances.], tot_loss[loss=0.1329, over 1468089.87 frames. utt_duration=1189 frames, utt_pad_proportion=0.07389, over 4945.65 utterances.], batch size: 71, lr: 6.45e-04 2022-11-23 09:09:42,315 INFO [train.py:818] (3/4) Epoch 8, batch 7950, loss[loss=0.1314, over 7214.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004, over 20.00 utterances.], tot_loss[loss=0.1333, over 1468006.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07205, over 4893.13 utterances.], batch size: 20, lr: 6.45e-04 2022-11-23 09:10:19,199 INFO [train.py:818] (3/4) Epoch 8, batch 8000, loss[loss=0.1646, over 7474.00 frames. utt_duration=767.9 frames, utt_pad_proportion=0.1284, over 39.00 utterances.], tot_loss[loss=0.1313, over 1467025.35 frames. utt_duration=1225 frames, utt_pad_proportion=0.06562, over 4797.66 utterances.], batch size: 39, lr: 6.45e-04 2022-11-23 09:10:56,987 INFO [train.py:818] (3/4) Epoch 8, batch 8050, loss[loss=0.1331, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006437, over 20.00 utterances.], tot_loss[loss=0.1313, over 1467521.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06102, over 4758.40 utterances.], batch size: 20, lr: 6.45e-04 2022-11-23 09:11:34,560 INFO [train.py:818] (3/4) Epoch 8, batch 8100, loss[loss=0.09914, over 7277.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03887, over 16.00 utterances.], tot_loss[loss=0.1314, over 1466760.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.06457, over 4781.48 utterances.], batch size: 16, lr: 6.44e-04 2022-11-23 09:12:11,672 INFO [train.py:818] (3/4) Epoch 8, batch 8150, loss[loss=0.1082, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007179, over 19.00 utterances.], tot_loss[loss=0.13, over 1465847.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.06439, over 4731.54 utterances.], batch size: 19, lr: 6.44e-04 2022-11-23 09:12:49,608 INFO [train.py:818] (3/4) Epoch 8, batch 8200, loss[loss=0.1435, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008701, over 18.00 utterances.], tot_loss[loss=0.1299, over 1466123.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06749, over 4783.65 utterances.], batch size: 18, lr: 6.44e-04 2022-11-23 09:13:26,642 INFO [train.py:818] (3/4) Epoch 8, batch 8250, loss[loss=0.1317, over 7476.00 frames. utt_duration=768.4 frames, utt_pad_proportion=0.1278, over 39.00 utterances.], tot_loss[loss=0.1309, over 1467394.99 frames. utt_duration=1202 frames, utt_pad_proportion=0.06966, over 4888.75 utterances.], batch size: 39, lr: 6.44e-04 2022-11-23 09:14:03,350 INFO [train.py:818] (3/4) Epoch 8, batch 8300, loss[loss=0.2091, over 7423.00 frames. utt_duration=458.6 frames, utt_pad_proportion=0.2824, over 65.00 utterances.], tot_loss[loss=0.1318, over 1466620.10 frames. utt_duration=1195 frames, utt_pad_proportion=0.0694, over 4915.02 utterances.], batch size: 65, lr: 6.43e-04 2022-11-23 09:14:41,407 INFO [train.py:818] (3/4) Epoch 8, batch 8350, loss[loss=0.1122, over 7465.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 21.00 utterances.], tot_loss[loss=0.1311, over 1466265.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.05921, over 4772.09 utterances.], batch size: 21, lr: 6.43e-04 2022-11-23 09:15:17,593 INFO [train.py:818] (3/4) Epoch 8, batch 8400, loss[loss=0.08294, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008636, over 17.00 utterances.], tot_loss[loss=0.131, over 1465271.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.0567, over 4710.41 utterances.], batch size: 17, lr: 6.43e-04 2022-11-23 09:15:55,914 INFO [train.py:818] (3/4) Epoch 8, batch 8450, loss[loss=0.1537, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008588, over 23.00 utterances.], tot_loss[loss=0.1313, over 1466061.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06123, over 4760.41 utterances.], batch size: 23, lr: 6.43e-04 2022-11-23 09:16:33,174 INFO [train.py:818] (3/4) Epoch 8, batch 8500, loss[loss=0.1597, over 7378.00 frames. utt_duration=953.3 frames, utt_pad_proportion=0.0763, over 31.00 utterances.], tot_loss[loss=0.131, over 1465645.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.06123, over 4773.36 utterances.], batch size: 31, lr: 6.43e-04 2022-11-23 09:17:10,376 INFO [train.py:818] (3/4) Epoch 8, batch 8550, loss[loss=0.1591, over 7300.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004871, over 20.00 utterances.], tot_loss[loss=0.1322, over 1465369.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.06443, over 4768.15 utterances.], batch size: 20, lr: 6.42e-04 2022-11-23 09:17:48,771 INFO [train.py:818] (3/4) Epoch 8, batch 8600, loss[loss=0.09372, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01442, over 24.00 utterances.], tot_loss[loss=0.1313, over 1465808.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06149, over 4749.33 utterances.], batch size: 24, lr: 6.42e-04 2022-11-23 09:18:24,859 INFO [train.py:818] (3/4) Epoch 8, batch 8650, loss[loss=0.1337, over 7338.00 frames. utt_duration=980.3 frames, utt_pad_proportion=0.05285, over 30.00 utterances.], tot_loss[loss=0.1305, over 1465579.06 frames. utt_duration=1234 frames, utt_pad_proportion=0.06114, over 4756.57 utterances.], batch size: 30, lr: 6.42e-04 2022-11-23 09:19:02,461 INFO [train.py:818] (3/4) Epoch 8, batch 8700, loss[loss=0.09697, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005253, over 21.00 utterances.], tot_loss[loss=0.132, over 1464889.06 frames. utt_duration=1187 frames, utt_pad_proportion=0.07594, over 4941.00 utterances.], batch size: 21, lr: 6.42e-04 2022-11-23 09:19:38,322 INFO [train.py:818] (3/4) Epoch 8, batch 8750, loss[loss=0.1029, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00739, over 21.00 utterances.], tot_loss[loss=0.1305, over 1463927.97 frames. utt_duration=1216 frames, utt_pad_proportion=0.06742, over 4819.91 utterances.], batch size: 21, lr: 6.41e-04 2022-11-23 09:20:14,079 INFO [train.py:818] (3/4) Epoch 8, batch 8800, loss[loss=0.1713, over 7433.00 frames. utt_duration=397.9 frames, utt_pad_proportion=0.3784, over 75.00 utterances.], tot_loss[loss=0.1315, over 1464786.24 frames. utt_duration=1196 frames, utt_pad_proportion=0.07399, over 4904.95 utterances.], batch size: 75, lr: 6.41e-04 2022-11-23 09:20:51,038 INFO [train.py:818] (3/4) Epoch 8, batch 8850, loss[loss=0.121, over 7263.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03012, over 16.00 utterances.], tot_loss[loss=0.1311, over 1464240.44 frames. utt_duration=1200 frames, utt_pad_proportion=0.07688, over 4888.06 utterances.], batch size: 16, lr: 6.41e-04 2022-11-23 09:22:12,414 INFO [train.py:818] (3/4) Epoch 9, batch 0, loss[loss=0.1708, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02186, over 25.00 utterances.], tot_loss[loss=0.1708, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02186, over 25.00 utterances.], batch size: 25, lr: 6.15e-04 2022-11-23 09:22:48,866 INFO [train.py:818] (3/4) Epoch 9, batch 50, loss[loss=0.1132, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005118, over 21.00 utterances.], tot_loss[loss=0.1077, over 330124.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05804, over 1046.11 utterances.], batch size: 21, lr: 6.15e-04 2022-11-23 09:23:23,728 INFO [train.py:818] (3/4) Epoch 9, batch 100, loss[loss=0.1419, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 20.00 utterances.], tot_loss[loss=0.1046, over 581310.23 frames. utt_duration=1327 frames, utt_pad_proportion=0.03386, over 1754.06 utterances.], batch size: 20, lr: 6.15e-04 2022-11-23 09:24:00,357 INFO [train.py:818] (3/4) Epoch 9, batch 150, loss[loss=0.1527, over 7480.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02344, over 26.00 utterances.], tot_loss[loss=0.1043, over 777365.02 frames. utt_duration=1363 frames, utt_pad_proportion=0.02647, over 2284.33 utterances.], batch size: 26, lr: 6.15e-04 2022-11-23 09:24:36,488 INFO [train.py:818] (3/4) Epoch 9, batch 200, loss[loss=0.1041, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007754, over 19.00 utterances.], tot_loss[loss=0.1057, over 930307.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04166, over 2878.30 utterances.], batch size: 19, lr: 6.14e-04 2022-11-23 09:25:12,847 INFO [train.py:818] (3/4) Epoch 9, batch 250, loss[loss=0.08435, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006229, over 20.00 utterances.], tot_loss[loss=0.1044, over 1047902.85 frames. utt_duration=1300 frames, utt_pad_proportion=0.04612, over 3227.14 utterances.], batch size: 20, lr: 6.14e-04 2022-11-23 09:25:49,177 INFO [train.py:818] (3/4) Epoch 9, batch 300, loss[loss=0.09224, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00648, over 19.00 utterances.], tot_loss[loss=0.1031, over 1139548.62 frames. utt_duration=1313 frames, utt_pad_proportion=0.04012, over 3475.18 utterances.], batch size: 19, lr: 6.14e-04 2022-11-23 09:26:26,589 INFO [train.py:818] (3/4) Epoch 9, batch 350, loss[loss=0.07199, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009087, over 18.00 utterances.], tot_loss[loss=0.1031, over 1212816.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05839, over 3843.09 utterances.], batch size: 18, lr: 6.14e-04 2022-11-23 09:27:02,194 INFO [train.py:818] (3/4) Epoch 9, batch 400, loss[loss=0.07352, over 7293.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009498, over 22.00 utterances.], tot_loss[loss=0.1014, over 1268480.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.05521, over 3992.87 utterances.], batch size: 22, lr: 6.14e-04 2022-11-23 09:27:40,048 INFO [train.py:818] (3/4) Epoch 9, batch 450, loss[loss=0.08114, over 7244.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01404, over 24.00 utterances.], tot_loss[loss=0.1008, over 1312352.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.05209, over 4111.70 utterances.], batch size: 24, lr: 6.13e-04 2022-11-23 09:28:15,439 INFO [train.py:818] (3/4) Epoch 9, batch 500, loss[loss=0.1072, over 7273.00 frames. utt_duration=766.7 frames, utt_pad_proportion=0.1287, over 38.00 utterances.], tot_loss[loss=0.1017, over 1345857.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.05643, over 4292.91 utterances.], batch size: 38, lr: 6.13e-04 2022-11-23 09:28:51,345 INFO [train.py:818] (3/4) Epoch 9, batch 550, loss[loss=0.1599, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004621, over 20.00 utterances.], tot_loss[loss=0.104, over 1371011.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05121, over 4351.47 utterances.], batch size: 20, lr: 6.13e-04 2022-11-23 09:29:28,703 INFO [train.py:818] (3/4) Epoch 9, batch 600, loss[loss=0.1112, over 7408.00 frames. utt_duration=1561 frames, utt_pad_proportion=0.004699, over 19.00 utterances.], tot_loss[loss=0.103, over 1392722.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.04768, over 4380.55 utterances.], batch size: 19, lr: 6.13e-04 2022-11-23 09:30:05,436 INFO [train.py:818] (3/4) Epoch 9, batch 650, loss[loss=0.1286, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 21.00 utterances.], tot_loss[loss=0.1024, over 1408767.30 frames. utt_duration=1259 frames, utt_pad_proportion=0.05317, over 4480.16 utterances.], batch size: 21, lr: 6.12e-04 2022-11-23 09:30:40,968 INFO [train.py:818] (3/4) Epoch 9, batch 700, loss[loss=0.09845, over 7224.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02157, over 25.00 utterances.], tot_loss[loss=0.1004, over 1421841.70 frames. utt_duration=1280 frames, utt_pad_proportion=0.04925, over 4449.16 utterances.], batch size: 25, lr: 6.12e-04 2022-11-23 09:31:18,883 INFO [train.py:818] (3/4) Epoch 9, batch 750, loss[loss=0.08136, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00623, over 22.00 utterances.], tot_loss[loss=0.102, over 1431871.09 frames. utt_duration=1285 frames, utt_pad_proportion=0.04746, over 4462.91 utterances.], batch size: 22, lr: 6.12e-04 2022-11-23 09:31:54,837 INFO [train.py:818] (3/4) Epoch 9, batch 800, loss[loss=0.1045, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005162, over 22.00 utterances.], tot_loss[loss=0.1009, over 1439056.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05025, over 4505.89 utterances.], batch size: 22, lr: 6.12e-04 2022-11-23 09:32:41,550 INFO [train.py:818] (3/4) Epoch 9, batch 850, loss[loss=0.0824, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00564, over 20.00 utterances.], tot_loss[loss=0.1014, over 1443683.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04642, over 4445.28 utterances.], batch size: 20, lr: 6.12e-04 2022-11-23 09:33:17,877 INFO [train.py:818] (3/4) Epoch 9, batch 900, loss[loss=0.09939, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008817, over 23.00 utterances.], tot_loss[loss=0.1033, over 1448617.32 frames. utt_duration=1297 frames, utt_pad_proportion=0.04594, over 4471.15 utterances.], batch size: 23, lr: 6.11e-04 2022-11-23 09:33:53,119 INFO [train.py:818] (3/4) Epoch 9, batch 950, loss[loss=0.1025, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007158, over 22.00 utterances.], tot_loss[loss=0.1048, over 1451632.28 frames. utt_duration=1308 frames, utt_pad_proportion=0.03945, over 4445.60 utterances.], batch size: 22, lr: 6.11e-04 2022-11-23 09:34:29,511 INFO [train.py:818] (3/4) Epoch 9, batch 1000, loss[loss=0.1298, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007259, over 22.00 utterances.], tot_loss[loss=0.1052, over 1454472.97 frames. utt_duration=1297 frames, utt_pad_proportion=0.04364, over 4489.26 utterances.], batch size: 22, lr: 6.11e-04 2022-11-23 09:35:06,933 INFO [train.py:818] (3/4) Epoch 9, batch 1050, loss[loss=0.08316, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.00821, over 17.00 utterances.], tot_loss[loss=0.1049, over 1456054.24 frames. utt_duration=1282 frames, utt_pad_proportion=0.04903, over 4547.10 utterances.], batch size: 17, lr: 6.11e-04 2022-11-23 09:35:42,835 INFO [train.py:818] (3/4) Epoch 9, batch 1100, loss[loss=0.09283, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005317, over 21.00 utterances.], tot_loss[loss=0.1051, over 1457956.03 frames. utt_duration=1276 frames, utt_pad_proportion=0.05334, over 4574.13 utterances.], batch size: 21, lr: 6.11e-04 2022-11-23 09:36:20,761 INFO [train.py:818] (3/4) Epoch 9, batch 1150, loss[loss=0.08092, over 7316.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007895, over 17.00 utterances.], tot_loss[loss=0.1053, over 1460290.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05489, over 4598.76 utterances.], batch size: 17, lr: 6.10e-04 2022-11-23 09:36:57,258 INFO [train.py:818] (3/4) Epoch 9, batch 1200, loss[loss=0.08484, over 7485.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.00432, over 21.00 utterances.], tot_loss[loss=0.1069, over 1461534.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05813, over 4613.81 utterances.], batch size: 21, lr: 6.10e-04 2022-11-23 09:37:34,352 INFO [train.py:818] (3/4) Epoch 9, batch 1250, loss[loss=0.09017, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.1078, over 1462361.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05353, over 4588.73 utterances.], batch size: 21, lr: 6.10e-04 2022-11-23 09:38:11,129 INFO [train.py:818] (3/4) Epoch 9, batch 1300, loss[loss=0.08715, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005648, over 19.00 utterances.], tot_loss[loss=0.1069, over 1463441.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.04775, over 4550.16 utterances.], batch size: 19, lr: 6.10e-04 2022-11-23 09:38:48,126 INFO [train.py:818] (3/4) Epoch 9, batch 1350, loss[loss=0.1079, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.012, over 17.00 utterances.], tot_loss[loss=0.1069, over 1464185.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.0593, over 4663.17 utterances.], batch size: 17, lr: 6.10e-04 2022-11-23 09:39:24,480 INFO [train.py:818] (3/4) Epoch 9, batch 1400, loss[loss=0.1117, over 7163.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01001, over 22.00 utterances.], tot_loss[loss=0.1079, over 1464659.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05869, over 4649.70 utterances.], batch size: 22, lr: 6.09e-04 2022-11-23 09:40:02,087 INFO [train.py:818] (3/4) Epoch 9, batch 1450, loss[loss=0.09408, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.005109, over 17.00 utterances.], tot_loss[loss=0.1087, over 1465022.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06637, over 4746.77 utterances.], batch size: 17, lr: 6.09e-04 2022-11-23 09:40:38,287 INFO [train.py:818] (3/4) Epoch 9, batch 1500, loss[loss=0.08915, over 7361.00 frames. utt_duration=756.2 frames, utt_pad_proportion=0.1289, over 39.00 utterances.], tot_loss[loss=0.1086, over 1465310.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.07075, over 4777.79 utterances.], batch size: 39, lr: 6.09e-04 2022-11-23 09:41:14,630 INFO [train.py:818] (3/4) Epoch 9, batch 1550, loss[loss=0.1444, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005686, over 21.00 utterances.], tot_loss[loss=0.1091, over 1464893.18 frames. utt_duration=1207 frames, utt_pad_proportion=0.07552, over 4860.23 utterances.], batch size: 21, lr: 6.09e-04 2022-11-23 09:41:51,954 INFO [train.py:818] (3/4) Epoch 9, batch 1600, loss[loss=0.1008, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005491, over 21.00 utterances.], tot_loss[loss=0.1097, over 1464408.85 frames. utt_duration=1239 frames, utt_pad_proportion=0.06703, over 4733.21 utterances.], batch size: 21, lr: 6.08e-04 2022-11-23 09:42:27,637 INFO [train.py:818] (3/4) Epoch 9, batch 1650, loss[loss=0.1321, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005594, over 21.00 utterances.], tot_loss[loss=0.1086, over 1463873.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05644, over 4603.37 utterances.], batch size: 21, lr: 6.08e-04 2022-11-23 09:43:04,700 INFO [train.py:818] (3/4) Epoch 9, batch 1700, loss[loss=0.07981, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01692, over 24.00 utterances.], tot_loss[loss=0.1076, over 1464491.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.0552, over 4595.42 utterances.], batch size: 24, lr: 6.08e-04 2022-11-23 09:43:42,034 INFO [train.py:818] (3/4) Epoch 9, batch 1750, loss[loss=0.1244, over 7218.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01697, over 24.00 utterances.], tot_loss[loss=0.1078, over 1464631.31 frames. utt_duration=1248 frames, utt_pad_proportion=0.06293, over 4699.04 utterances.], batch size: 24, lr: 6.08e-04 2022-11-23 09:44:16,908 INFO [train.py:818] (3/4) Epoch 9, batch 1800, loss[loss=0.09206, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006118, over 18.00 utterances.], tot_loss[loss=0.1063, over 1464396.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05419, over 4589.20 utterances.], batch size: 18, lr: 6.08e-04 2022-11-23 09:44:55,328 INFO [train.py:818] (3/4) Epoch 9, batch 1850, loss[loss=0.1054, over 7231.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02032, over 25.00 utterances.], tot_loss[loss=0.1069, over 1464658.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05511, over 4640.12 utterances.], batch size: 25, lr: 6.07e-04 2022-11-23 09:45:31,368 INFO [train.py:818] (3/4) Epoch 9, batch 1900, loss[loss=0.09693, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005345, over 19.00 utterances.], tot_loss[loss=0.1086, over 1466345.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05445, over 4660.20 utterances.], batch size: 19, lr: 6.07e-04 2022-11-23 09:46:06,929 INFO [train.py:818] (3/4) Epoch 9, batch 1950, loss[loss=0.1045, over 7399.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07197, over 31.00 utterances.], tot_loss[loss=0.1079, over 1466177.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.04784, over 4597.08 utterances.], batch size: 31, lr: 6.07e-04 2022-11-23 09:46:44,896 INFO [train.py:818] (3/4) Epoch 9, batch 2000, loss[loss=0.07924, over 7309.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008369, over 17.00 utterances.], tot_loss[loss=0.1076, over 1466250.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.04843, over 4598.48 utterances.], batch size: 17, lr: 6.07e-04 2022-11-23 09:47:21,704 INFO [train.py:818] (3/4) Epoch 9, batch 2050, loss[loss=0.0918, over 7458.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01001, over 17.00 utterances.], tot_loss[loss=0.1067, over 1466652.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05432, over 4649.71 utterances.], batch size: 17, lr: 6.07e-04 2022-11-23 09:47:57,835 INFO [train.py:818] (3/4) Epoch 9, batch 2100, loss[loss=0.1051, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.005754, over 22.00 utterances.], tot_loss[loss=0.1061, over 1466523.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05466, over 4631.81 utterances.], batch size: 22, lr: 6.06e-04 2022-11-23 09:48:34,426 INFO [train.py:818] (3/4) Epoch 9, batch 2150, loss[loss=0.132, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006285, over 21.00 utterances.], tot_loss[loss=0.1044, over 1466209.08 frames. utt_duration=1297 frames, utt_pad_proportion=0.0468, over 4526.32 utterances.], batch size: 21, lr: 6.06e-04 2022-11-23 09:49:11,465 INFO [train.py:818] (3/4) Epoch 9, batch 2200, loss[loss=0.1375, over 7395.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.1043, over 1467203.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.04767, over 4561.63 utterances.], batch size: 20, lr: 6.06e-04 2022-11-23 09:49:48,347 INFO [train.py:818] (3/4) Epoch 9, batch 2250, loss[loss=0.122, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03968, over 16.00 utterances.], tot_loss[loss=0.1047, over 1466276.59 frames. utt_duration=1286 frames, utt_pad_proportion=0.051, over 4564.76 utterances.], batch size: 16, lr: 6.06e-04 2022-11-23 09:50:25,506 INFO [train.py:818] (3/4) Epoch 9, batch 2300, loss[loss=0.07165, over 7292.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009464, over 22.00 utterances.], tot_loss[loss=0.1037, over 1465369.41 frames. utt_duration=1273 frames, utt_pad_proportion=0.05766, over 4609.93 utterances.], batch size: 22, lr: 6.06e-04 2022-11-23 09:51:01,086 INFO [train.py:818] (3/4) Epoch 9, batch 2350, loss[loss=0.08833, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007955, over 19.00 utterances.], tot_loss[loss=0.1041, over 1466179.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05516, over 4587.93 utterances.], batch size: 19, lr: 6.05e-04 2022-11-23 09:51:37,550 INFO [train.py:818] (3/4) Epoch 9, batch 2400, loss[loss=0.09148, over 7259.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03922, over 27.00 utterances.], tot_loss[loss=0.1039, over 1465104.25 frames. utt_duration=1283 frames, utt_pad_proportion=0.05257, over 4571.72 utterances.], batch size: 27, lr: 6.05e-04 2022-11-23 09:52:14,500 INFO [train.py:818] (3/4) Epoch 9, batch 2450, loss[loss=0.1316, over 7464.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00658, over 21.00 utterances.], tot_loss[loss=0.1057, over 1464882.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.055, over 4599.91 utterances.], batch size: 21, lr: 6.05e-04 2022-11-23 09:52:50,304 INFO [train.py:818] (3/4) Epoch 9, batch 2500, loss[loss=0.1197, over 7464.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00882, over 17.00 utterances.], tot_loss[loss=0.1064, over 1465050.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05609, over 4620.92 utterances.], batch size: 17, lr: 6.05e-04 2022-11-23 09:53:26,561 INFO [train.py:818] (3/4) Epoch 9, batch 2550, loss[loss=0.1185, over 7193.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.008875, over 23.00 utterances.], tot_loss[loss=0.1048, over 1464219.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.05174, over 4564.77 utterances.], batch size: 23, lr: 6.05e-04 2022-11-23 09:54:04,556 INFO [train.py:818] (3/4) Epoch 9, batch 2600, loss[loss=0.1186, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00705, over 20.00 utterances.], tot_loss[loss=0.1062, over 1464971.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.05873, over 4693.75 utterances.], batch size: 20, lr: 6.04e-04 2022-11-23 09:54:40,564 INFO [train.py:818] (3/4) Epoch 9, batch 2650, loss[loss=0.1327, over 7210.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02387, over 25.00 utterances.], tot_loss[loss=0.1061, over 1465317.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.06254, over 4770.31 utterances.], batch size: 25, lr: 6.04e-04 2022-11-23 09:55:17,761 INFO [train.py:818] (3/4) Epoch 9, batch 2700, loss[loss=0.08829, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00618, over 19.00 utterances.], tot_loss[loss=0.1065, over 1465413.75 frames. utt_duration=1212 frames, utt_pad_proportion=0.0692, over 4840.62 utterances.], batch size: 19, lr: 6.04e-04 2022-11-23 09:55:53,942 INFO [train.py:818] (3/4) Epoch 9, batch 2750, loss[loss=0.06929, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007392, over 22.00 utterances.], tot_loss[loss=0.1061, over 1464807.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.06705, over 4810.21 utterances.], batch size: 22, lr: 6.04e-04 2022-11-23 09:56:29,903 INFO [train.py:818] (3/4) Epoch 9, batch 2800, loss[loss=0.09346, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01347, over 24.00 utterances.], tot_loss[loss=0.1069, over 1464933.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06542, over 4805.52 utterances.], batch size: 24, lr: 6.04e-04 2022-11-23 09:57:07,052 INFO [train.py:818] (3/4) Epoch 9, batch 2850, loss[loss=0.1052, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006964, over 22.00 utterances.], tot_loss[loss=0.1058, over 1466083.42 frames. utt_duration=1233 frames, utt_pad_proportion=0.06353, over 4761.34 utterances.], batch size: 22, lr: 6.03e-04 2022-11-23 09:57:43,466 INFO [train.py:818] (3/4) Epoch 9, batch 2900, loss[loss=0.1128, over 7258.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.0382, over 16.00 utterances.], tot_loss[loss=0.1045, over 1466367.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05845, over 4708.60 utterances.], batch size: 16, lr: 6.03e-04 2022-11-23 09:58:19,758 INFO [train.py:818] (3/4) Epoch 9, batch 2950, loss[loss=0.09496, over 7167.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01031, over 22.00 utterances.], tot_loss[loss=0.1046, over 1465444.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.05406, over 4659.39 utterances.], batch size: 22, lr: 6.03e-04 2022-11-23 09:58:56,610 INFO [train.py:818] (3/4) Epoch 9, batch 3000, loss[loss=0.1011, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005759, over 20.00 utterances.], tot_loss[loss=0.1032, over 1466064.45 frames. utt_duration=1252 frames, utt_pad_proportion=0.05642, over 4688.21 utterances.], batch size: 20, lr: 6.03e-04 2022-11-23 09:58:56,611 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 09:59:16,775 INFO [train.py:847] (3/4) Epoch 9, validation: loss=0.06178, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 09:59:53,037 INFO [train.py:818] (3/4) Epoch 9, batch 3050, loss[loss=0.06809, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00588, over 20.00 utterances.], tot_loss[loss=0.1025, over 1467108.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.05472, over 4695.59 utterances.], batch size: 20, lr: 6.03e-04 2022-11-23 10:00:30,151 INFO [train.py:818] (3/4) Epoch 9, batch 3100, loss[loss=0.1001, over 7210.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.00486, over 19.00 utterances.], tot_loss[loss=0.1047, over 1468073.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.05944, over 4753.10 utterances.], batch size: 19, lr: 6.02e-04 2022-11-23 10:01:06,290 INFO [train.py:818] (3/4) Epoch 9, batch 3150, loss[loss=0.09088, over 7281.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.03205, over 16.00 utterances.], tot_loss[loss=0.1045, over 1467475.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.0509, over 4611.09 utterances.], batch size: 16, lr: 6.02e-04 2022-11-23 10:01:42,701 INFO [train.py:818] (3/4) Epoch 9, batch 3200, loss[loss=0.1204, over 7354.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02859, over 27.00 utterances.], tot_loss[loss=0.105, over 1466239.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05193, over 4620.24 utterances.], batch size: 27, lr: 6.02e-04 2022-11-23 10:02:20,122 INFO [train.py:818] (3/4) Epoch 9, batch 3250, loss[loss=0.09901, over 7193.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.004803, over 21.00 utterances.], tot_loss[loss=0.1043, over 1465958.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.05107, over 4634.62 utterances.], batch size: 21, lr: 6.02e-04 2022-11-23 10:02:56,404 INFO [train.py:818] (3/4) Epoch 9, batch 3300, loss[loss=0.08623, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.00806, over 18.00 utterances.], tot_loss[loss=0.1059, over 1465858.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05555, over 4674.40 utterances.], batch size: 18, lr: 6.02e-04 2022-11-23 10:03:32,918 INFO [train.py:818] (3/4) Epoch 9, batch 3350, loss[loss=0.1036, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008745, over 18.00 utterances.], tot_loss[loss=0.1051, over 1466977.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.05737, over 4712.41 utterances.], batch size: 18, lr: 6.01e-04 2022-11-23 10:04:10,233 INFO [train.py:818] (3/4) Epoch 9, batch 3400, loss[loss=0.1026, over 7258.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.03497, over 16.00 utterances.], tot_loss[loss=0.1046, over 1467637.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06083, over 4749.42 utterances.], batch size: 16, lr: 6.01e-04 2022-11-23 10:04:45,615 INFO [train.py:818] (3/4) Epoch 9, batch 3450, loss[loss=0.09543, over 7454.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007452, over 18.00 utterances.], tot_loss[loss=0.1049, over 1466120.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.0514, over 4615.68 utterances.], batch size: 18, lr: 6.01e-04 2022-11-23 10:05:22,271 INFO [train.py:818] (3/4) Epoch 9, batch 3500, loss[loss=0.08672, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008033, over 18.00 utterances.], tot_loss[loss=0.105, over 1464196.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05001, over 4592.29 utterances.], batch size: 18, lr: 6.01e-04 2022-11-23 10:06:00,087 INFO [train.py:818] (3/4) Epoch 9, batch 3550, loss[loss=0.1176, over 7418.00 frames. utt_duration=762.6 frames, utt_pad_proportion=0.1235, over 39.00 utterances.], tot_loss[loss=0.1055, over 1465119.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05594, over 4654.76 utterances.], batch size: 39, lr: 6.01e-04 2022-11-23 10:06:35,723 INFO [train.py:818] (3/4) Epoch 9, batch 3600, loss[loss=0.05603, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007325, over 22.00 utterances.], tot_loss[loss=0.1046, over 1463968.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.06019, over 4700.28 utterances.], batch size: 22, lr: 6.00e-04 2022-11-23 10:07:13,565 INFO [train.py:818] (3/4) Epoch 9, batch 3650, loss[loss=0.07259, over 7469.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01381, over 24.00 utterances.], tot_loss[loss=0.105, over 1464262.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06543, over 4783.64 utterances.], batch size: 24, lr: 6.00e-04 2022-11-23 10:07:49,915 INFO [train.py:818] (3/4) Epoch 9, batch 3700, loss[loss=0.09663, over 7207.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02394, over 25.00 utterances.], tot_loss[loss=0.1042, over 1464545.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06641, over 4790.19 utterances.], batch size: 25, lr: 6.00e-04 2022-11-23 10:08:25,856 INFO [train.py:818] (3/4) Epoch 9, batch 3750, loss[loss=0.06533, over 7322.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007249, over 18.00 utterances.], tot_loss[loss=0.1023, over 1464033.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06455, over 4714.42 utterances.], batch size: 18, lr: 6.00e-04 2022-11-23 10:09:03,271 INFO [train.py:818] (3/4) Epoch 9, batch 3800, loss[loss=0.09906, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007894, over 17.00 utterances.], tot_loss[loss=0.1013, over 1464003.66 frames. utt_duration=1237 frames, utt_pad_proportion=0.06683, over 4739.21 utterances.], batch size: 17, lr: 6.00e-04 2022-11-23 10:09:40,323 INFO [train.py:818] (3/4) Epoch 9, batch 3850, loss[loss=0.07643, over 7174.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007634, over 17.00 utterances.], tot_loss[loss=0.1004, over 1463495.89 frames. utt_duration=1264 frames, utt_pad_proportion=0.05796, over 4635.37 utterances.], batch size: 17, lr: 5.99e-04 2022-11-23 10:10:15,733 INFO [train.py:818] (3/4) Epoch 9, batch 3900, loss[loss=0.08313, over 7490.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00501, over 20.00 utterances.], tot_loss[loss=0.1008, over 1464933.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06298, over 4704.44 utterances.], batch size: 20, lr: 5.99e-04 2022-11-23 10:10:52,187 INFO [train.py:818] (3/4) Epoch 9, batch 3950, loss[loss=0.09615, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.0049, over 20.00 utterances.], tot_loss[loss=0.1003, over 1465444.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05505, over 4601.07 utterances.], batch size: 20, lr: 5.99e-04 2022-11-23 10:11:28,513 INFO [train.py:818] (3/4) Epoch 9, batch 4000, loss[loss=0.06401, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004293, over 21.00 utterances.], tot_loss[loss=0.09986, over 1464663.87 frames. utt_duration=1304 frames, utt_pad_proportion=0.04694, over 4496.34 utterances.], batch size: 21, lr: 5.99e-04 2022-11-23 10:12:03,730 INFO [train.py:818] (3/4) Epoch 9, batch 4050, loss[loss=0.1108, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008076, over 22.00 utterances.], tot_loss[loss=0.1, over 1464493.30 frames. utt_duration=1309 frames, utt_pad_proportion=0.04424, over 4481.27 utterances.], batch size: 22, lr: 5.99e-04 2022-11-23 10:12:41,485 INFO [train.py:818] (3/4) Epoch 9, batch 4100, loss[loss=0.09695, over 7385.00 frames. utt_duration=954.7 frames, utt_pad_proportion=0.07579, over 31.00 utterances.], tot_loss[loss=0.1022, over 1465081.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.04854, over 4597.16 utterances.], batch size: 31, lr: 5.98e-04 2022-11-23 10:13:19,206 INFO [train.py:818] (3/4) Epoch 9, batch 4150, loss[loss=0.09394, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006996, over 18.00 utterances.], tot_loss[loss=0.1047, over 1465198.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05623, over 4658.66 utterances.], batch size: 18, lr: 5.98e-04 2022-11-23 10:13:55,535 INFO [train.py:818] (3/4) Epoch 9, batch 4200, loss[loss=0.1715, over 7299.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.0333, over 27.00 utterances.], tot_loss[loss=0.1056, over 1465295.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.05444, over 4611.66 utterances.], batch size: 27, lr: 5.98e-04 2022-11-23 10:14:32,651 INFO [train.py:818] (3/4) Epoch 9, batch 4250, loss[loss=0.1623, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007502, over 22.00 utterances.], tot_loss[loss=0.1086, over 1465013.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05649, over 4623.16 utterances.], batch size: 22, lr: 5.98e-04 2022-11-23 10:15:08,727 INFO [train.py:818] (3/4) Epoch 9, batch 4300, loss[loss=0.1032, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005183, over 21.00 utterances.], tot_loss[loss=0.1142, over 1465594.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.06027, over 4673.70 utterances.], batch size: 21, lr: 5.98e-04 2022-11-23 10:15:45,394 INFO [train.py:818] (3/4) Epoch 9, batch 4350, loss[loss=0.1139, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008553, over 22.00 utterances.], tot_loss[loss=0.1166, over 1464171.34 frames. utt_duration=1250 frames, utt_pad_proportion=0.05919, over 4689.73 utterances.], batch size: 22, lr: 5.97e-04 2022-11-23 10:16:22,023 INFO [train.py:818] (3/4) Epoch 9, batch 4400, loss[loss=0.1583, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008723, over 23.00 utterances.], tot_loss[loss=0.1182, over 1463920.39 frames. utt_duration=1251 frames, utt_pad_proportion=0.06278, over 4686.44 utterances.], batch size: 23, lr: 5.97e-04 2022-11-23 10:16:58,681 INFO [train.py:818] (3/4) Epoch 9, batch 4450, loss[loss=0.1626, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005914, over 20.00 utterances.], tot_loss[loss=0.1208, over 1464244.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06825, over 4780.39 utterances.], batch size: 20, lr: 5.97e-04 2022-11-23 10:17:35,063 INFO [train.py:818] (3/4) Epoch 9, batch 4500, loss[loss=0.1383, over 7391.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005077, over 20.00 utterances.], tot_loss[loss=0.1237, over 1464073.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06586, over 4774.82 utterances.], batch size: 20, lr: 5.97e-04 2022-11-23 10:18:12,955 INFO [train.py:818] (3/4) Epoch 9, batch 4550, loss[loss=0.1269, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006789, over 22.00 utterances.], tot_loss[loss=0.1255, over 1463940.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.06672, over 4818.21 utterances.], batch size: 22, lr: 5.97e-04 2022-11-23 10:18:48,712 INFO [train.py:818] (3/4) Epoch 9, batch 4600, loss[loss=0.09667, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005477, over 20.00 utterances.], tot_loss[loss=0.1268, over 1464210.77 frames. utt_duration=1227 frames, utt_pad_proportion=0.06596, over 4780.64 utterances.], batch size: 20, lr: 5.96e-04 2022-11-23 10:19:26,100 INFO [train.py:818] (3/4) Epoch 9, batch 4650, loss[loss=0.1661, over 7464.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.06826, over 31.00 utterances.], tot_loss[loss=0.1274, over 1464236.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06137, over 4763.58 utterances.], batch size: 31, lr: 5.96e-04 2022-11-23 10:20:02,505 INFO [train.py:818] (3/4) Epoch 9, batch 4700, loss[loss=0.1316, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00559, over 20.00 utterances.], tot_loss[loss=0.1275, over 1463686.76 frames. utt_duration=1232 frames, utt_pad_proportion=0.06268, over 4759.65 utterances.], batch size: 20, lr: 5.96e-04 2022-11-23 10:20:38,287 INFO [train.py:818] (3/4) Epoch 9, batch 4750, loss[loss=0.1129, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004977, over 21.00 utterances.], tot_loss[loss=0.1294, over 1464184.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06125, over 4744.04 utterances.], batch size: 21, lr: 5.96e-04 2022-11-23 10:21:16,773 INFO [train.py:818] (3/4) Epoch 9, batch 4800, loss[loss=0.111, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005001, over 19.00 utterances.], tot_loss[loss=0.1296, over 1464932.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06657, over 4787.10 utterances.], batch size: 19, lr: 5.96e-04 2022-11-23 10:21:53,371 INFO [train.py:818] (3/4) Epoch 9, batch 4850, loss[loss=0.1529, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01528, over 24.00 utterances.], tot_loss[loss=0.1301, over 1464118.25 frames. utt_duration=1239 frames, utt_pad_proportion=0.06372, over 4731.17 utterances.], batch size: 24, lr: 5.95e-04 2022-11-23 10:22:31,356 INFO [train.py:818] (3/4) Epoch 9, batch 4900, loss[loss=0.1958, over 7475.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02633, over 26.00 utterances.], tot_loss[loss=0.1318, over 1464550.83 frames. utt_duration=1197 frames, utt_pad_proportion=0.07563, over 4900.51 utterances.], batch size: 26, lr: 5.95e-04 2022-11-23 10:23:09,060 INFO [train.py:818] (3/4) Epoch 9, batch 4950, loss[loss=0.0999, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01041, over 17.00 utterances.], tot_loss[loss=0.1319, over 1463699.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.07061, over 4805.43 utterances.], batch size: 17, lr: 5.95e-04 2022-11-23 10:23:45,636 INFO [train.py:818] (3/4) Epoch 9, batch 5000, loss[loss=0.1222, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.003707, over 21.00 utterances.], tot_loss[loss=0.1308, over 1463704.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06881, over 4801.88 utterances.], batch size: 21, lr: 5.95e-04 2022-11-23 10:24:21,574 INFO [train.py:818] (3/4) Epoch 9, batch 5050, loss[loss=0.1086, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006319, over 21.00 utterances.], tot_loss[loss=0.1306, over 1463495.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.06962, over 4811.66 utterances.], batch size: 21, lr: 5.95e-04 2022-11-23 10:24:58,859 INFO [train.py:818] (3/4) Epoch 9, batch 5100, loss[loss=0.1292, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005617, over 19.00 utterances.], tot_loss[loss=0.1303, over 1464291.71 frames. utt_duration=1207 frames, utt_pad_proportion=0.07195, over 4858.77 utterances.], batch size: 19, lr: 5.94e-04 2022-11-23 10:25:35,911 INFO [train.py:818] (3/4) Epoch 9, batch 5150, loss[loss=0.1395, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009976, over 23.00 utterances.], tot_loss[loss=0.1314, over 1464316.27 frames. utt_duration=1208 frames, utt_pad_proportion=0.07275, over 4854.61 utterances.], batch size: 23, lr: 5.94e-04 2022-11-23 10:26:14,542 INFO [train.py:818] (3/4) Epoch 9, batch 5200, loss[loss=0.09264, over 7449.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01551, over 24.00 utterances.], tot_loss[loss=0.1314, over 1465755.36 frames. utt_duration=1202 frames, utt_pad_proportion=0.07493, over 4883.46 utterances.], batch size: 24, lr: 5.94e-04 2022-11-23 10:26:51,323 INFO [train.py:818] (3/4) Epoch 9, batch 5250, loss[loss=0.1922, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007734, over 22.00 utterances.], tot_loss[loss=0.1321, over 1464401.39 frames. utt_duration=1209 frames, utt_pad_proportion=0.07204, over 4852.91 utterances.], batch size: 22, lr: 5.94e-04 2022-11-23 10:27:27,915 INFO [train.py:818] (3/4) Epoch 9, batch 5300, loss[loss=0.1366, over 7412.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006689, over 22.00 utterances.], tot_loss[loss=0.1311, over 1464448.18 frames. utt_duration=1210 frames, utt_pad_proportion=0.074, over 4846.74 utterances.], batch size: 22, lr: 5.94e-04 2022-11-23 10:28:05,889 INFO [train.py:818] (3/4) Epoch 9, batch 5350, loss[loss=0.1002, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005342, over 20.00 utterances.], tot_loss[loss=0.1315, over 1464283.32 frames. utt_duration=1185 frames, utt_pad_proportion=0.08253, over 4949.64 utterances.], batch size: 20, lr: 5.93e-04 2022-11-23 10:28:42,049 INFO [train.py:818] (3/4) Epoch 9, batch 5400, loss[loss=0.1499, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006983, over 18.00 utterances.], tot_loss[loss=0.1317, over 1464212.92 frames. utt_duration=1198 frames, utt_pad_proportion=0.07812, over 4894.19 utterances.], batch size: 18, lr: 5.93e-04 2022-11-23 10:29:18,529 INFO [train.py:818] (3/4) Epoch 9, batch 5450, loss[loss=0.1409, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006689, over 22.00 utterances.], tot_loss[loss=0.1313, over 1464419.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.07553, over 4855.59 utterances.], batch size: 22, lr: 5.93e-04 2022-11-23 10:29:55,700 INFO [train.py:818] (3/4) Epoch 9, batch 5500, loss[loss=0.1831, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.006475, over 18.00 utterances.], tot_loss[loss=0.1299, over 1464245.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06917, over 4753.79 utterances.], batch size: 18, lr: 5.93e-04 2022-11-23 10:30:32,876 INFO [train.py:818] (3/4) Epoch 9, batch 5550, loss[loss=0.1031, over 7367.00 frames. utt_duration=1404 frames, utt_pad_proportion=0.008172, over 21.00 utterances.], tot_loss[loss=0.131, over 1464942.36 frames. utt_duration=1217 frames, utt_pad_proportion=0.07319, over 4820.29 utterances.], batch size: 21, lr: 5.93e-04 2022-11-23 10:31:09,703 INFO [train.py:818] (3/4) Epoch 9, batch 5600, loss[loss=0.115, over 7222.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.05613, over 16.00 utterances.], tot_loss[loss=0.1306, over 1464002.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.06968, over 4754.52 utterances.], batch size: 16, lr: 5.92e-04 2022-11-23 10:31:47,670 INFO [train.py:818] (3/4) Epoch 9, batch 5650, loss[loss=0.1297, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.005999, over 20.00 utterances.], tot_loss[loss=0.1309, over 1463354.76 frames. utt_duration=1227 frames, utt_pad_proportion=0.0717, over 4774.62 utterances.], batch size: 20, lr: 5.92e-04 2022-11-23 10:32:24,692 INFO [train.py:818] (3/4) Epoch 9, batch 5700, loss[loss=0.1261, over 7444.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01092, over 17.00 utterances.], tot_loss[loss=0.1316, over 1462784.81 frames. utt_duration=1242 frames, utt_pad_proportion=0.06535, over 4715.26 utterances.], batch size: 17, lr: 5.92e-04 2022-11-23 10:33:01,758 INFO [train.py:818] (3/4) Epoch 9, batch 5750, loss[loss=0.1229, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01256, over 24.00 utterances.], tot_loss[loss=0.1294, over 1464038.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05797, over 4657.49 utterances.], batch size: 24, lr: 5.92e-04 2022-11-23 10:33:38,463 INFO [train.py:818] (3/4) Epoch 9, batch 5800, loss[loss=0.09454, over 7231.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01601, over 24.00 utterances.], tot_loss[loss=0.1292, over 1464648.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.05032, over 4589.17 utterances.], batch size: 24, lr: 5.92e-04 2022-11-23 10:34:15,527 INFO [train.py:818] (3/4) Epoch 9, batch 5850, loss[loss=0.1026, over 7380.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005115, over 21.00 utterances.], tot_loss[loss=0.1288, over 1465371.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05401, over 4637.80 utterances.], batch size: 21, lr: 5.92e-04 2022-11-23 10:34:52,621 INFO [train.py:818] (3/4) Epoch 9, batch 5900, loss[loss=0.1184, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00719, over 18.00 utterances.], tot_loss[loss=0.1287, over 1466287.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.05504, over 4689.05 utterances.], batch size: 18, lr: 5.91e-04 2022-11-23 10:35:29,417 INFO [train.py:818] (3/4) Epoch 9, batch 5950, loss[loss=0.1256, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005836, over 21.00 utterances.], tot_loss[loss=0.1276, over 1465912.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.05653, over 4704.59 utterances.], batch size: 21, lr: 5.91e-04 2022-11-23 10:36:05,488 INFO [train.py:818] (3/4) Epoch 9, batch 6000, loss[loss=0.09647, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006918, over 22.00 utterances.], tot_loss[loss=0.1268, over 1466393.63 frames. utt_duration=1229 frames, utt_pad_proportion=0.06061, over 4779.87 utterances.], batch size: 22, lr: 5.91e-04 2022-11-23 10:36:05,489 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 10:36:25,861 INFO [train.py:847] (3/4) Epoch 9, validation: loss=0.05481, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 10:37:02,501 INFO [train.py:818] (3/4) Epoch 9, batch 6050, loss[loss=0.109, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005556, over 22.00 utterances.], tot_loss[loss=0.1277, over 1467101.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.05198, over 4677.37 utterances.], batch size: 22, lr: 5.91e-04 2022-11-23 10:37:39,064 INFO [train.py:818] (3/4) Epoch 9, batch 6100, loss[loss=0.1728, over 7410.00 frames. utt_duration=761.6 frames, utt_pad_proportion=0.1355, over 39.00 utterances.], tot_loss[loss=0.1286, over 1465715.63 frames. utt_duration=1240 frames, utt_pad_proportion=0.05513, over 4734.76 utterances.], batch size: 39, lr: 5.91e-04 2022-11-23 10:38:16,957 INFO [train.py:818] (3/4) Epoch 9, batch 6150, loss[loss=0.08843, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005003, over 20.00 utterances.], tot_loss[loss=0.1281, over 1464971.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.05877, over 4743.59 utterances.], batch size: 20, lr: 5.90e-04 2022-11-23 10:38:54,227 INFO [train.py:818] (3/4) Epoch 9, batch 6200, loss[loss=0.161, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01619, over 24.00 utterances.], tot_loss[loss=0.1294, over 1465839.03 frames. utt_duration=1208 frames, utt_pad_proportion=0.06719, over 4858.88 utterances.], batch size: 24, lr: 5.90e-04 2022-11-23 10:39:31,719 INFO [train.py:818] (3/4) Epoch 9, batch 6250, loss[loss=0.1451, over 7471.00 frames. utt_duration=787.9 frames, utt_pad_proportion=0.1005, over 38.00 utterances.], tot_loss[loss=0.1301, over 1465057.49 frames. utt_duration=1177 frames, utt_pad_proportion=0.07588, over 4985.37 utterances.], batch size: 38, lr: 5.90e-04 2022-11-23 10:40:09,911 INFO [train.py:818] (3/4) Epoch 9, batch 6300, loss[loss=0.1044, over 7342.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01047, over 23.00 utterances.], tot_loss[loss=0.1296, over 1465882.84 frames. utt_duration=1176 frames, utt_pad_proportion=0.07644, over 4993.08 utterances.], batch size: 23, lr: 5.90e-04 2022-11-23 10:40:46,652 INFO [train.py:818] (3/4) Epoch 9, batch 6350, loss[loss=0.1234, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007633, over 22.00 utterances.], tot_loss[loss=0.1302, over 1466372.67 frames. utt_duration=1185 frames, utt_pad_proportion=0.07732, over 4954.98 utterances.], batch size: 22, lr: 5.90e-04 2022-11-23 10:41:25,571 INFO [train.py:818] (3/4) Epoch 9, batch 6400, loss[loss=0.09834, over 7465.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006746, over 21.00 utterances.], tot_loss[loss=0.1297, over 1466664.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.07129, over 4867.50 utterances.], batch size: 21, lr: 5.89e-04 2022-11-23 10:42:02,288 INFO [train.py:818] (3/4) Epoch 9, batch 6450, loss[loss=0.1438, over 7427.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.00495, over 22.00 utterances.], tot_loss[loss=0.1316, over 1466292.10 frames. utt_duration=1228 frames, utt_pad_proportion=0.06282, over 4780.96 utterances.], batch size: 22, lr: 5.89e-04 2022-11-23 10:42:39,784 INFO [train.py:818] (3/4) Epoch 9, batch 6500, loss[loss=0.221, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004259, over 21.00 utterances.], tot_loss[loss=0.1321, over 1465596.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.0694, over 4859.20 utterances.], batch size: 21, lr: 5.89e-04 2022-11-23 10:43:16,866 INFO [train.py:818] (3/4) Epoch 9, batch 6550, loss[loss=0.1105, over 7298.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004632, over 21.00 utterances.], tot_loss[loss=0.1303, over 1464838.09 frames. utt_duration=1220 frames, utt_pad_proportion=0.06342, over 4807.23 utterances.], batch size: 21, lr: 5.89e-04 2022-11-23 10:43:53,462 INFO [train.py:818] (3/4) Epoch 9, batch 6600, loss[loss=0.1013, over 7211.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005066, over 18.00 utterances.], tot_loss[loss=0.1295, over 1465144.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.05978, over 4739.01 utterances.], batch size: 18, lr: 5.89e-04 2022-11-23 10:44:30,194 INFO [train.py:818] (3/4) Epoch 9, batch 6650, loss[loss=0.1463, over 7330.00 frames. utt_duration=978.9 frames, utt_pad_proportion=0.0524, over 30.00 utterances.], tot_loss[loss=0.1288, over 1464876.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.05756, over 4739.44 utterances.], batch size: 30, lr: 5.88e-04 2022-11-23 10:45:07,822 INFO [train.py:818] (3/4) Epoch 9, batch 6700, loss[loss=0.1175, over 7253.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01257, over 24.00 utterances.], tot_loss[loss=0.1289, over 1465055.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.06427, over 4825.56 utterances.], batch size: 24, lr: 5.88e-04 2022-11-23 10:45:45,555 INFO [train.py:818] (3/4) Epoch 9, batch 6750, loss[loss=0.09806, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009126, over 18.00 utterances.], tot_loss[loss=0.1275, over 1466074.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.07195, over 4882.76 utterances.], batch size: 18, lr: 5.88e-04 2022-11-23 10:46:22,302 INFO [train.py:818] (3/4) Epoch 9, batch 6800, loss[loss=0.1643, over 7298.00 frames. utt_duration=974.6 frames, utt_pad_proportion=0.05657, over 30.00 utterances.], tot_loss[loss=0.1293, over 1464919.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06576, over 4799.41 utterances.], batch size: 30, lr: 5.88e-04 2022-11-23 10:46:59,822 INFO [train.py:818] (3/4) Epoch 9, batch 6850, loss[loss=0.1099, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008877, over 17.00 utterances.], tot_loss[loss=0.1305, over 1466531.64 frames. utt_duration=1192 frames, utt_pad_proportion=0.07826, over 4925.99 utterances.], batch size: 17, lr: 5.88e-04 2022-11-23 10:47:35,455 INFO [train.py:818] (3/4) Epoch 9, batch 6900, loss[loss=0.125, over 7106.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.004828, over 18.00 utterances.], tot_loss[loss=0.13, over 1467055.72 frames. utt_duration=1209 frames, utt_pad_proportion=0.0731, over 4861.33 utterances.], batch size: 18, lr: 5.88e-04 2022-11-23 10:48:13,558 INFO [train.py:818] (3/4) Epoch 9, batch 6950, loss[loss=0.1186, over 7490.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.0059, over 19.00 utterances.], tot_loss[loss=0.1295, over 1466619.15 frames. utt_duration=1204 frames, utt_pad_proportion=0.0724, over 4876.90 utterances.], batch size: 19, lr: 5.87e-04 2022-11-23 10:48:50,430 INFO [train.py:818] (3/4) Epoch 9, batch 7000, loss[loss=0.1323, over 7415.00 frames. utt_duration=958.4 frames, utt_pad_proportion=0.07313, over 31.00 utterances.], tot_loss[loss=0.1281, over 1466225.10 frames. utt_duration=1202 frames, utt_pad_proportion=0.07265, over 4885.84 utterances.], batch size: 31, lr: 5.87e-04 2022-11-23 10:49:28,006 INFO [train.py:818] (3/4) Epoch 9, batch 7050, loss[loss=0.1456, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.1279, over 1465889.84 frames. utt_duration=1190 frames, utt_pad_proportion=0.07574, over 4932.68 utterances.], batch size: 20, lr: 5.87e-04 2022-11-23 10:50:05,610 INFO [train.py:818] (3/4) Epoch 9, batch 7100, loss[loss=0.1247, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03565, over 27.00 utterances.], tot_loss[loss=0.1264, over 1464950.19 frames. utt_duration=1186 frames, utt_pad_proportion=0.07811, over 4948.25 utterances.], batch size: 27, lr: 5.87e-04 2022-11-23 10:50:42,852 INFO [train.py:818] (3/4) Epoch 9, batch 7150, loss[loss=0.0907, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], tot_loss[loss=0.1269, over 1464923.17 frames. utt_duration=1191 frames, utt_pad_proportion=0.07534, over 4928.19 utterances.], batch size: 18, lr: 5.87e-04 2022-11-23 10:51:19,363 INFO [train.py:818] (3/4) Epoch 9, batch 7200, loss[loss=0.1679, over 7219.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0201, over 25.00 utterances.], tot_loss[loss=0.1273, over 1464938.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.0686, over 4857.62 utterances.], batch size: 25, lr: 5.86e-04 2022-11-23 10:51:57,976 INFO [train.py:818] (3/4) Epoch 9, batch 7250, loss[loss=0.1208, over 7447.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01684, over 24.00 utterances.], tot_loss[loss=0.1273, over 1465224.34 frames. utt_duration=1196 frames, utt_pad_proportion=0.07103, over 4906.86 utterances.], batch size: 24, lr: 5.86e-04 2022-11-23 10:52:33,681 INFO [train.py:818] (3/4) Epoch 9, batch 7300, loss[loss=0.1263, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005761, over 21.00 utterances.], tot_loss[loss=0.1276, over 1466023.41 frames. utt_duration=1186 frames, utt_pad_proportion=0.07451, over 4948.64 utterances.], batch size: 21, lr: 5.86e-04 2022-11-23 10:53:11,458 INFO [train.py:818] (3/4) Epoch 9, batch 7350, loss[loss=0.1235, over 7118.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004575, over 19.00 utterances.], tot_loss[loss=0.1269, over 1465774.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06395, over 4806.57 utterances.], batch size: 19, lr: 5.86e-04 2022-11-23 10:53:48,318 INFO [train.py:818] (3/4) Epoch 9, batch 7400, loss[loss=0.08632, over 7320.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.00634, over 17.00 utterances.], tot_loss[loss=0.1279, over 1465712.58 frames. utt_duration=1218 frames, utt_pad_proportion=0.06688, over 4817.63 utterances.], batch size: 17, lr: 5.86e-04 2022-11-23 10:54:25,232 INFO [train.py:818] (3/4) Epoch 9, batch 7450, loss[loss=0.1464, over 7197.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.01963, over 24.00 utterances.], tot_loss[loss=0.1277, over 1465857.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06092, over 4770.65 utterances.], batch size: 24, lr: 5.85e-04 2022-11-23 10:55:02,677 INFO [train.py:818] (3/4) Epoch 9, batch 7500, loss[loss=0.1118, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007702, over 22.00 utterances.], tot_loss[loss=0.1287, over 1465891.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.06821, over 4887.28 utterances.], batch size: 22, lr: 5.85e-04 2022-11-23 10:55:41,094 INFO [train.py:818] (3/4) Epoch 9, batch 7550, loss[loss=0.1129, over 7204.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005687, over 18.00 utterances.], tot_loss[loss=0.1297, over 1467346.79 frames. utt_duration=1206 frames, utt_pad_proportion=0.06567, over 4873.61 utterances.], batch size: 18, lr: 5.85e-04 2022-11-23 10:56:18,268 INFO [train.py:818] (3/4) Epoch 9, batch 7600, loss[loss=0.09916, over 7476.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007001, over 20.00 utterances.], tot_loss[loss=0.1272, over 1467536.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.06495, over 4831.28 utterances.], batch size: 20, lr: 5.85e-04 2022-11-23 10:56:55,574 INFO [train.py:818] (3/4) Epoch 9, batch 7650, loss[loss=0.2107, over 7471.00 frames. utt_duration=767.7 frames, utt_pad_proportion=0.1256, over 39.00 utterances.], tot_loss[loss=0.1261, over 1467566.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06011, over 4755.78 utterances.], batch size: 39, lr: 5.85e-04 2022-11-23 10:57:32,331 INFO [train.py:818] (3/4) Epoch 9, batch 7700, loss[loss=0.1966, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007385, over 19.00 utterances.], tot_loss[loss=0.1255, over 1466655.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.06285, over 4738.59 utterances.], batch size: 19, lr: 5.85e-04 2022-11-23 10:58:09,869 INFO [train.py:818] (3/4) Epoch 9, batch 7750, loss[loss=0.1543, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008917, over 17.00 utterances.], tot_loss[loss=0.1263, over 1468049.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.06189, over 4750.97 utterances.], batch size: 17, lr: 5.84e-04 2022-11-23 10:58:46,981 INFO [train.py:818] (3/4) Epoch 9, batch 7800, loss[loss=0.1209, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009154, over 18.00 utterances.], tot_loss[loss=0.1283, over 1467330.26 frames. utt_duration=1244 frames, utt_pad_proportion=0.06095, over 4722.27 utterances.], batch size: 18, lr: 5.84e-04 2022-11-23 10:59:23,484 INFO [train.py:818] (3/4) Epoch 9, batch 7850, loss[loss=0.08554, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005044, over 21.00 utterances.], tot_loss[loss=0.1271, over 1468384.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.06131, over 4756.79 utterances.], batch size: 21, lr: 5.84e-04 2022-11-23 11:00:01,182 INFO [train.py:818] (3/4) Epoch 9, batch 7900, loss[loss=0.1345, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006335, over 20.00 utterances.], tot_loss[loss=0.1278, over 1468490.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.05979, over 4742.41 utterances.], batch size: 20, lr: 5.84e-04 2022-11-23 11:00:38,375 INFO [train.py:818] (3/4) Epoch 9, batch 7950, loss[loss=0.1112, over 7306.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008844, over 17.00 utterances.], tot_loss[loss=0.1268, over 1467015.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05279, over 4656.50 utterances.], batch size: 17, lr: 5.84e-04 2022-11-23 11:01:15,574 INFO [train.py:818] (3/4) Epoch 9, batch 8000, loss[loss=0.127, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007204, over 19.00 utterances.], tot_loss[loss=0.1258, over 1466599.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.05473, over 4682.29 utterances.], batch size: 19, lr: 5.83e-04 2022-11-23 11:01:53,421 INFO [train.py:818] (3/4) Epoch 9, batch 8050, loss[loss=0.1218, over 7393.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004038, over 20.00 utterances.], tot_loss[loss=0.1245, over 1467840.59 frames. utt_duration=1261 frames, utt_pad_proportion=0.05141, over 4660.91 utterances.], batch size: 20, lr: 5.83e-04 2022-11-23 11:02:29,765 INFO [train.py:818] (3/4) Epoch 9, batch 8100, loss[loss=0.111, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004745, over 21.00 utterances.], tot_loss[loss=0.124, over 1468147.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05012, over 4662.92 utterances.], batch size: 21, lr: 5.83e-04 2022-11-23 11:03:07,638 INFO [train.py:818] (3/4) Epoch 9, batch 8150, loss[loss=0.1266, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006388, over 22.00 utterances.], tot_loss[loss=0.1257, over 1468229.16 frames. utt_duration=1233 frames, utt_pad_proportion=0.05916, over 4769.72 utterances.], batch size: 22, lr: 5.83e-04 2022-11-23 11:03:43,937 INFO [train.py:818] (3/4) Epoch 9, batch 8200, loss[loss=0.1042, over 7255.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.0124, over 24.00 utterances.], tot_loss[loss=0.1249, over 1468282.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05264, over 4681.64 utterances.], batch size: 24, lr: 5.83e-04 2022-11-23 11:04:21,277 INFO [train.py:818] (3/4) Epoch 9, batch 8250, loss[loss=0.1378, over 7362.00 frames. utt_duration=776.6 frames, utt_pad_proportion=0.1176, over 38.00 utterances.], tot_loss[loss=0.1259, over 1468005.08 frames. utt_duration=1229 frames, utt_pad_proportion=0.05955, over 4782.34 utterances.], batch size: 38, lr: 5.83e-04 2022-11-23 11:04:58,429 INFO [train.py:818] (3/4) Epoch 9, batch 8300, loss[loss=0.1332, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.00976, over 22.00 utterances.], tot_loss[loss=0.1266, over 1466105.58 frames. utt_duration=1232 frames, utt_pad_proportion=0.05826, over 4767.41 utterances.], batch size: 22, lr: 5.82e-04 2022-11-23 11:05:36,186 INFO [train.py:818] (3/4) Epoch 9, batch 8350, loss[loss=0.09025, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007908, over 21.00 utterances.], tot_loss[loss=0.1258, over 1466007.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.05912, over 4772.14 utterances.], batch size: 21, lr: 5.82e-04 2022-11-23 11:06:11,830 INFO [train.py:818] (3/4) Epoch 9, batch 8400, loss[loss=0.1314, over 7332.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008074, over 23.00 utterances.], tot_loss[loss=0.1254, over 1466880.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.05902, over 4759.14 utterances.], batch size: 23, lr: 5.82e-04 2022-11-23 11:06:49,645 INFO [train.py:818] (3/4) Epoch 9, batch 8450, loss[loss=0.1406, over 7292.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005314, over 21.00 utterances.], tot_loss[loss=0.1255, over 1466769.58 frames. utt_duration=1224 frames, utt_pad_proportion=0.05923, over 4801.08 utterances.], batch size: 21, lr: 5.82e-04 2022-11-23 11:07:26,203 INFO [train.py:818] (3/4) Epoch 9, batch 8500, loss[loss=0.1342, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007568, over 18.00 utterances.], tot_loss[loss=0.1256, over 1466419.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.06019, over 4780.02 utterances.], batch size: 18, lr: 5.82e-04 2022-11-23 11:08:02,317 INFO [train.py:818] (3/4) Epoch 9, batch 8550, loss[loss=0.1122, over 7200.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006583, over 18.00 utterances.], tot_loss[loss=0.1253, over 1466373.81 frames. utt_duration=1262 frames, utt_pad_proportion=0.05245, over 4651.80 utterances.], batch size: 18, lr: 5.81e-04 2022-11-23 11:08:39,634 INFO [train.py:818] (3/4) Epoch 9, batch 8600, loss[loss=0.116, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005654, over 20.00 utterances.], tot_loss[loss=0.1246, over 1466449.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.05553, over 4716.99 utterances.], batch size: 20, lr: 5.81e-04 2022-11-23 11:09:17,744 INFO [train.py:818] (3/4) Epoch 9, batch 8650, loss[loss=0.07686, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008954, over 18.00 utterances.], tot_loss[loss=0.1251, over 1466591.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.06041, over 4749.02 utterances.], batch size: 18, lr: 5.81e-04 2022-11-23 11:09:54,354 INFO [train.py:818] (3/4) Epoch 9, batch 8700, loss[loss=0.1303, over 7486.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], tot_loss[loss=0.1258, over 1467021.76 frames. utt_duration=1214 frames, utt_pad_proportion=0.07305, over 4839.88 utterances.], batch size: 23, lr: 5.81e-04 2022-11-23 11:10:30,820 INFO [train.py:818] (3/4) Epoch 9, batch 8750, loss[loss=0.1421, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006692, over 21.00 utterances.], tot_loss[loss=0.1244, over 1466671.04 frames. utt_duration=1205 frames, utt_pad_proportion=0.07812, over 4874.73 utterances.], batch size: 21, lr: 5.81e-04 2022-11-23 11:11:06,862 INFO [train.py:818] (3/4) Epoch 9, batch 8800, loss[loss=0.1251, over 7472.00 frames. utt_duration=1301 frames, utt_pad_proportion=0.009504, over 23.00 utterances.], tot_loss[loss=0.1244, over 1466265.94 frames. utt_duration=1204 frames, utt_pad_proportion=0.0752, over 4877.79 utterances.], batch size: 23, lr: 5.81e-04 2022-11-23 11:11:54,250 INFO [train.py:818] (3/4) Epoch 9, batch 8850, loss[loss=0.1144, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005211, over 20.00 utterances.], tot_loss[loss=0.1261, over 1466825.85 frames. utt_duration=1167 frames, utt_pad_proportion=0.08676, over 5032.09 utterances.], batch size: 20, lr: 5.80e-04 2022-11-23 11:13:14,733 INFO [train.py:818] (3/4) Epoch 10, batch 0, loss[loss=0.1174, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007006, over 22.00 utterances.], tot_loss[loss=0.1174, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007006, over 22.00 utterances.], batch size: 22, lr: 5.58e-04 2022-11-23 11:13:51,817 INFO [train.py:818] (3/4) Epoch 10, batch 50, loss[loss=0.1126, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00565, over 21.00 utterances.], tot_loss[loss=0.1082, over 330869.39 frames. utt_duration=1311 frames, utt_pad_proportion=0.04507, over 1010.56 utterances.], batch size: 21, lr: 5.58e-04 2022-11-23 11:14:29,794 INFO [train.py:818] (3/4) Epoch 10, batch 100, loss[loss=0.1109, over 7153.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008379, over 17.00 utterances.], tot_loss[loss=0.1044, over 581858.60 frames. utt_duration=1240 frames, utt_pad_proportion=0.05906, over 1879.74 utterances.], batch size: 17, lr: 5.58e-04 2022-11-23 11:15:07,436 INFO [train.py:818] (3/4) Epoch 10, batch 150, loss[loss=0.08164, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006934, over 20.00 utterances.], tot_loss[loss=0.1027, over 777901.66 frames. utt_duration=1228 frames, utt_pad_proportion=0.06374, over 2536.94 utterances.], batch size: 20, lr: 5.57e-04 2022-11-23 11:15:44,556 INFO [train.py:818] (3/4) Epoch 10, batch 200, loss[loss=0.1108, over 7278.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03832, over 27.00 utterances.], tot_loss[loss=0.1014, over 930065.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06866, over 3052.37 utterances.], batch size: 27, lr: 5.57e-04 2022-11-23 11:16:21,238 INFO [train.py:818] (3/4) Epoch 10, batch 250, loss[loss=0.07893, over 7472.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007399, over 20.00 utterances.], tot_loss[loss=0.1005, over 1049643.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05791, over 3333.33 utterances.], batch size: 20, lr: 5.57e-04 2022-11-23 11:16:57,728 INFO [train.py:818] (3/4) Epoch 10, batch 300, loss[loss=0.0925, over 7458.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006125, over 18.00 utterances.], tot_loss[loss=0.102, over 1141385.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06344, over 3680.83 utterances.], batch size: 18, lr: 5.57e-04 2022-11-23 11:17:34,601 INFO [train.py:818] (3/4) Epoch 10, batch 350, loss[loss=0.138, over 7241.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01921, over 25.00 utterances.], tot_loss[loss=0.09968, over 1212652.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05238, over 3824.75 utterances.], batch size: 25, lr: 5.57e-04 2022-11-23 11:18:11,772 INFO [train.py:818] (3/4) Epoch 10, batch 400, loss[loss=0.1266, over 7304.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009623, over 17.00 utterances.], tot_loss[loss=0.1003, over 1268700.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.05789, over 4030.45 utterances.], batch size: 17, lr: 5.56e-04 2022-11-23 11:18:47,991 INFO [train.py:818] (3/4) Epoch 10, batch 450, loss[loss=0.08497, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006031, over 18.00 utterances.], tot_loss[loss=0.1008, over 1313323.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.05854, over 4230.92 utterances.], batch size: 18, lr: 5.56e-04 2022-11-23 11:19:24,781 INFO [train.py:818] (3/4) Epoch 10, batch 500, loss[loss=0.1071, over 7311.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03331, over 27.00 utterances.], tot_loss[loss=0.09938, over 1345909.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05345, over 4240.63 utterances.], batch size: 27, lr: 5.56e-04 2022-11-23 11:20:01,233 INFO [train.py:818] (3/4) Epoch 10, batch 550, loss[loss=0.09509, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004426, over 19.00 utterances.], tot_loss[loss=0.09837, over 1373135.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04554, over 4222.61 utterances.], batch size: 19, lr: 5.56e-04 2022-11-23 11:20:36,323 INFO [train.py:818] (3/4) Epoch 10, batch 600, loss[loss=0.1127, over 7395.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00534, over 19.00 utterances.], tot_loss[loss=0.09861, over 1394268.67 frames. utt_duration=1311 frames, utt_pad_proportion=0.04406, over 4259.24 utterances.], batch size: 19, lr: 5.56e-04 2022-11-23 11:21:12,147 INFO [train.py:818] (3/4) Epoch 10, batch 650, loss[loss=0.1101, over 7359.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007308, over 23.00 utterances.], tot_loss[loss=0.09794, over 1409432.60 frames. utt_duration=1331 frames, utt_pad_proportion=0.03812, over 4240.77 utterances.], batch size: 23, lr: 5.56e-04 2022-11-23 11:21:49,843 INFO [train.py:818] (3/4) Epoch 10, batch 700, loss[loss=0.1145, over 7413.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006125, over 22.00 utterances.], tot_loss[loss=0.09714, over 1422347.42 frames. utt_duration=1309 frames, utt_pad_proportion=0.04477, over 4352.09 utterances.], batch size: 22, lr: 5.55e-04 2022-11-23 11:22:25,591 INFO [train.py:818] (3/4) Epoch 10, batch 750, loss[loss=0.09181, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005073, over 18.00 utterances.], tot_loss[loss=0.09607, over 1431601.53 frames. utt_duration=1300 frames, utt_pad_proportion=0.0514, over 4409.60 utterances.], batch size: 18, lr: 5.55e-04 2022-11-23 11:23:01,595 INFO [train.py:818] (3/4) Epoch 10, batch 800, loss[loss=0.1147, over 7422.00 frames. utt_duration=1144 frames, utt_pad_proportion=0.03166, over 26.00 utterances.], tot_loss[loss=0.09728, over 1438797.38 frames. utt_duration=1323 frames, utt_pad_proportion=0.04364, over 4354.67 utterances.], batch size: 26, lr: 5.55e-04 2022-11-23 11:23:38,707 INFO [train.py:818] (3/4) Epoch 10, batch 850, loss[loss=0.1537, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005981, over 21.00 utterances.], tot_loss[loss=0.09783, over 1444654.16 frames. utt_duration=1340 frames, utt_pad_proportion=0.03752, over 4317.06 utterances.], batch size: 21, lr: 5.55e-04 2022-11-23 11:24:14,343 INFO [train.py:818] (3/4) Epoch 10, batch 900, loss[loss=0.104, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.09852, over 1448895.20 frames. utt_duration=1330 frames, utt_pad_proportion=0.03787, over 4363.95 utterances.], batch size: 21, lr: 5.55e-04 2022-11-23 11:24:50,486 INFO [train.py:818] (3/4) Epoch 10, batch 950, loss[loss=0.1691, over 7326.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007177, over 18.00 utterances.], tot_loss[loss=0.09929, over 1451838.73 frames. utt_duration=1332 frames, utt_pad_proportion=0.03772, over 4365.34 utterances.], batch size: 18, lr: 5.55e-04 2022-11-23 11:25:27,982 INFO [train.py:818] (3/4) Epoch 10, batch 1000, loss[loss=0.08311, over 7479.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.00703, over 17.00 utterances.], tot_loss[loss=0.09936, over 1455020.35 frames. utt_duration=1326 frames, utt_pad_proportion=0.04183, over 4394.91 utterances.], batch size: 17, lr: 5.54e-04 2022-11-23 11:26:03,636 INFO [train.py:818] (3/4) Epoch 10, batch 1050, loss[loss=0.08004, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005716, over 21.00 utterances.], tot_loss[loss=0.1007, over 1456585.68 frames. utt_duration=1324 frames, utt_pad_proportion=0.04139, over 4406.69 utterances.], batch size: 21, lr: 5.54e-04 2022-11-23 11:26:42,018 INFO [train.py:818] (3/4) Epoch 10, batch 1100, loss[loss=0.1125, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005962, over 18.00 utterances.], tot_loss[loss=0.1009, over 1458100.90 frames. utt_duration=1317 frames, utt_pad_proportion=0.04153, over 4433.83 utterances.], batch size: 18, lr: 5.54e-04 2022-11-23 11:27:18,572 INFO [train.py:818] (3/4) Epoch 10, batch 1150, loss[loss=0.1117, over 7418.00 frames. utt_duration=762.3 frames, utt_pad_proportion=0.1347, over 39.00 utterances.], tot_loss[loss=0.1006, over 1460746.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.04769, over 4540.81 utterances.], batch size: 39, lr: 5.54e-04 2022-11-23 11:27:54,754 INFO [train.py:818] (3/4) Epoch 10, batch 1200, loss[loss=0.09526, over 7275.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.01561, over 25.00 utterances.], tot_loss[loss=0.1013, over 1462389.65 frames. utt_duration=1293 frames, utt_pad_proportion=0.04502, over 4527.55 utterances.], batch size: 25, lr: 5.54e-04 2022-11-23 11:28:31,384 INFO [train.py:818] (3/4) Epoch 10, batch 1250, loss[loss=0.1093, over 7281.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.02681, over 16.00 utterances.], tot_loss[loss=0.103, over 1462963.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.05042, over 4556.01 utterances.], batch size: 16, lr: 5.54e-04 2022-11-23 11:29:06,948 INFO [train.py:818] (3/4) Epoch 10, batch 1300, loss[loss=0.076, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008338, over 18.00 utterances.], tot_loss[loss=0.1021, over 1463943.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.04363, over 4510.99 utterances.], batch size: 18, lr: 5.53e-04 2022-11-23 11:29:42,522 INFO [train.py:818] (3/4) Epoch 10, batch 1350, loss[loss=0.1173, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004988, over 21.00 utterances.], tot_loss[loss=0.1015, over 1463894.21 frames. utt_duration=1313 frames, utt_pad_proportion=0.04237, over 4463.86 utterances.], batch size: 21, lr: 5.53e-04 2022-11-23 11:30:19,120 INFO [train.py:818] (3/4) Epoch 10, batch 1400, loss[loss=0.09107, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005616, over 21.00 utterances.], tot_loss[loss=0.1021, over 1463146.73 frames. utt_duration=1325 frames, utt_pad_proportion=0.03808, over 4421.72 utterances.], batch size: 21, lr: 5.53e-04 2022-11-23 11:30:56,243 INFO [train.py:818] (3/4) Epoch 10, batch 1450, loss[loss=0.09688, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005379, over 19.00 utterances.], tot_loss[loss=0.1021, over 1464038.99 frames. utt_duration=1316 frames, utt_pad_proportion=0.04327, over 4454.73 utterances.], batch size: 19, lr: 5.53e-04 2022-11-23 11:31:32,850 INFO [train.py:818] (3/4) Epoch 10, batch 1500, loss[loss=0.1034, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01623, over 24.00 utterances.], tot_loss[loss=0.1016, over 1463657.96 frames. utt_duration=1315 frames, utt_pad_proportion=0.04249, over 4456.25 utterances.], batch size: 24, lr: 5.53e-04 2022-11-23 11:32:09,764 INFO [train.py:818] (3/4) Epoch 10, batch 1550, loss[loss=0.1049, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007741, over 21.00 utterances.], tot_loss[loss=0.1025, over 1463564.55 frames. utt_duration=1308 frames, utt_pad_proportion=0.0451, over 4480.21 utterances.], batch size: 21, lr: 5.53e-04 2022-11-23 11:32:46,341 INFO [train.py:818] (3/4) Epoch 10, batch 1600, loss[loss=0.09452, over 7458.00 frames. utt_duration=766.3 frames, utt_pad_proportion=0.1273, over 39.00 utterances.], tot_loss[loss=0.103, over 1465131.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05636, over 4623.59 utterances.], batch size: 39, lr: 5.52e-04 2022-11-23 11:33:22,542 INFO [train.py:818] (3/4) Epoch 10, batch 1650, loss[loss=0.0829, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008255, over 18.00 utterances.], tot_loss[loss=0.1041, over 1465713.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05575, over 4629.32 utterances.], batch size: 18, lr: 5.52e-04 2022-11-23 11:33:59,759 INFO [train.py:818] (3/4) Epoch 10, batch 1700, loss[loss=0.1126, over 7199.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02608, over 25.00 utterances.], tot_loss[loss=0.104, over 1465741.61 frames. utt_duration=1277 frames, utt_pad_proportion=0.05451, over 4595.25 utterances.], batch size: 25, lr: 5.52e-04 2022-11-23 11:34:36,189 INFO [train.py:818] (3/4) Epoch 10, batch 1750, loss[loss=0.09226, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006768, over 21.00 utterances.], tot_loss[loss=0.1042, over 1466021.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.06452, over 4692.74 utterances.], batch size: 21, lr: 5.52e-04 2022-11-23 11:35:13,159 INFO [train.py:818] (3/4) Epoch 10, batch 1800, loss[loss=0.08016, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007938, over 22.00 utterances.], tot_loss[loss=0.1051, over 1465670.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06697, over 4740.82 utterances.], batch size: 22, lr: 5.52e-04 2022-11-23 11:35:49,866 INFO [train.py:818] (3/4) Epoch 10, batch 1850, loss[loss=0.1084, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006998, over 22.00 utterances.], tot_loss[loss=0.1042, over 1464987.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05783, over 4637.13 utterances.], batch size: 22, lr: 5.52e-04 2022-11-23 11:36:25,555 INFO [train.py:818] (3/4) Epoch 10, batch 1900, loss[loss=0.08264, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008539, over 17.00 utterances.], tot_loss[loss=0.1033, over 1464571.49 frames. utt_duration=1272 frames, utt_pad_proportion=0.05608, over 4611.60 utterances.], batch size: 17, lr: 5.51e-04 2022-11-23 11:37:02,734 INFO [train.py:818] (3/4) Epoch 10, batch 1950, loss[loss=0.05988, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007375, over 18.00 utterances.], tot_loss[loss=0.1029, over 1464822.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.0569, over 4614.12 utterances.], batch size: 18, lr: 5.51e-04 2022-11-23 11:37:40,522 INFO [train.py:818] (3/4) Epoch 10, batch 2000, loss[loss=0.08932, over 7175.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007326, over 21.00 utterances.], tot_loss[loss=0.1018, over 1464717.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.06151, over 4658.49 utterances.], batch size: 21, lr: 5.51e-04 2022-11-23 11:38:16,782 INFO [train.py:818] (3/4) Epoch 10, batch 2050, loss[loss=0.09748, over 7328.00 frames. utt_duration=978.5 frames, utt_pad_proportion=0.05273, over 30.00 utterances.], tot_loss[loss=0.1025, over 1465602.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06177, over 4713.84 utterances.], batch size: 30, lr: 5.51e-04 2022-11-23 11:38:53,801 INFO [train.py:818] (3/4) Epoch 10, batch 2100, loss[loss=0.1182, over 7286.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00654, over 20.00 utterances.], tot_loss[loss=0.1013, over 1465780.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.06066, over 4701.91 utterances.], batch size: 20, lr: 5.51e-04 2022-11-23 11:39:29,306 INFO [train.py:818] (3/4) Epoch 10, batch 2150, loss[loss=0.1128, over 7480.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006666, over 19.00 utterances.], tot_loss[loss=0.1, over 1466004.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05394, over 4648.13 utterances.], batch size: 19, lr: 5.51e-04 2022-11-23 11:40:05,192 INFO [train.py:818] (3/4) Epoch 10, batch 2200, loss[loss=0.08773, over 7416.00 frames. utt_duration=743.1 frames, utt_pad_proportion=0.1399, over 40.00 utterances.], tot_loss[loss=0.1001, over 1465427.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.04897, over 4585.24 utterances.], batch size: 40, lr: 5.50e-04 2022-11-23 11:40:41,680 INFO [train.py:818] (3/4) Epoch 10, batch 2250, loss[loss=0.06133, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006983, over 21.00 utterances.], tot_loss[loss=0.09913, over 1464527.72 frames. utt_duration=1303 frames, utt_pad_proportion=0.04597, over 4501.97 utterances.], batch size: 21, lr: 5.50e-04 2022-11-23 11:41:18,324 INFO [train.py:818] (3/4) Epoch 10, batch 2300, loss[loss=0.08003, over 7181.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007967, over 22.00 utterances.], tot_loss[loss=0.09892, over 1464177.44 frames. utt_duration=1323 frames, utt_pad_proportion=0.03963, over 4432.73 utterances.], batch size: 22, lr: 5.50e-04 2022-11-23 11:41:53,961 INFO [train.py:818] (3/4) Epoch 10, batch 2350, loss[loss=0.1722, over 7195.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006756, over 19.00 utterances.], tot_loss[loss=0.09813, over 1463308.64 frames. utt_duration=1327 frames, utt_pad_proportion=0.04042, over 4417.46 utterances.], batch size: 19, lr: 5.50e-04 2022-11-23 11:42:30,700 INFO [train.py:818] (3/4) Epoch 10, batch 2400, loss[loss=0.05688, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009996, over 17.00 utterances.], tot_loss[loss=0.09718, over 1464557.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.04838, over 4542.49 utterances.], batch size: 17, lr: 5.50e-04 2022-11-23 11:43:06,989 INFO [train.py:818] (3/4) Epoch 10, batch 2450, loss[loss=0.1048, over 7297.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005515, over 19.00 utterances.], tot_loss[loss=0.09597, over 1464375.10 frames. utt_duration=1303 frames, utt_pad_proportion=0.04344, over 4500.91 utterances.], batch size: 19, lr: 5.50e-04 2022-11-23 11:43:43,374 INFO [train.py:818] (3/4) Epoch 10, batch 2500, loss[loss=0.05761, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.09701, over 1466447.27 frames. utt_duration=1301 frames, utt_pad_proportion=0.03983, over 4514.46 utterances.], batch size: 21, lr: 5.49e-04 2022-11-23 11:44:19,696 INFO [train.py:818] (3/4) Epoch 10, batch 2550, loss[loss=0.09874, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007171, over 17.00 utterances.], tot_loss[loss=0.09733, over 1465169.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04072, over 4521.30 utterances.], batch size: 17, lr: 5.49e-04 2022-11-23 11:44:56,291 INFO [train.py:818] (3/4) Epoch 10, batch 2600, loss[loss=0.1633, over 7326.00 frames. utt_duration=432.5 frames, utt_pad_proportion=0.3242, over 68.00 utterances.], tot_loss[loss=0.09993, over 1464497.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04721, over 4567.30 utterances.], batch size: 68, lr: 5.49e-04 2022-11-23 11:45:32,316 INFO [train.py:818] (3/4) Epoch 10, batch 2650, loss[loss=0.08817, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006396, over 19.00 utterances.], tot_loss[loss=0.09968, over 1464203.72 frames. utt_duration=1300 frames, utt_pad_proportion=0.04581, over 4509.11 utterances.], batch size: 19, lr: 5.49e-04 2022-11-23 11:46:09,312 INFO [train.py:818] (3/4) Epoch 10, batch 2700, loss[loss=0.08242, over 7276.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.02997, over 16.00 utterances.], tot_loss[loss=0.1011, over 1464226.49 frames. utt_duration=1301 frames, utt_pad_proportion=0.04469, over 4507.64 utterances.], batch size: 16, lr: 5.49e-04 2022-11-23 11:46:44,963 INFO [train.py:818] (3/4) Epoch 10, batch 2750, loss[loss=0.1094, over 7489.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009515, over 23.00 utterances.], tot_loss[loss=0.1002, over 1464191.83 frames. utt_duration=1314 frames, utt_pad_proportion=0.03986, over 4460.90 utterances.], batch size: 23, lr: 5.49e-04 2022-11-23 11:47:22,294 INFO [train.py:818] (3/4) Epoch 10, batch 2800, loss[loss=0.15, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007459, over 22.00 utterances.], tot_loss[loss=0.1009, over 1465114.63 frames. utt_duration=1298 frames, utt_pad_proportion=0.04581, over 4519.49 utterances.], batch size: 22, lr: 5.48e-04 2022-11-23 11:48:00,933 INFO [train.py:818] (3/4) Epoch 10, batch 2850, loss[loss=0.1181, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006013, over 22.00 utterances.], tot_loss[loss=0.0993, over 1464860.91 frames. utt_duration=1326 frames, utt_pad_proportion=0.03877, over 4425.24 utterances.], batch size: 22, lr: 5.48e-04 2022-11-23 11:48:36,674 INFO [train.py:818] (3/4) Epoch 10, batch 2900, loss[loss=0.09967, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006048, over 20.00 utterances.], tot_loss[loss=0.1004, over 1464984.86 frames. utt_duration=1305 frames, utt_pad_proportion=0.04205, over 4494.00 utterances.], batch size: 20, lr: 5.48e-04 2022-11-23 11:49:13,946 INFO [train.py:818] (3/4) Epoch 10, batch 2950, loss[loss=0.07864, over 7291.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004602, over 21.00 utterances.], tot_loss[loss=0.09989, over 1465215.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.05815, over 4675.79 utterances.], batch size: 21, lr: 5.48e-04 2022-11-23 11:49:50,509 INFO [train.py:818] (3/4) Epoch 10, batch 3000, loss[loss=0.08543, over 7454.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01041, over 17.00 utterances.], tot_loss[loss=0.09994, over 1465088.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05793, over 4678.82 utterances.], batch size: 17, lr: 5.48e-04 2022-11-23 11:49:50,511 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 11:50:11,508 INFO [train.py:847] (3/4) Epoch 10, validation: loss=0.05869, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 11:50:48,327 INFO [train.py:818] (3/4) Epoch 10, batch 3050, loss[loss=0.07638, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005944, over 18.00 utterances.], tot_loss[loss=0.09958, over 1464953.66 frames. utt_duration=1237 frames, utt_pad_proportion=0.0674, over 4744.06 utterances.], batch size: 18, lr: 5.48e-04 2022-11-23 11:51:25,051 INFO [train.py:818] (3/4) Epoch 10, batch 3100, loss[loss=0.07955, over 7424.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005586, over 22.00 utterances.], tot_loss[loss=0.09958, over 1464693.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.07128, over 4791.84 utterances.], batch size: 22, lr: 5.47e-04 2022-11-23 11:52:00,904 INFO [train.py:818] (3/4) Epoch 10, batch 3150, loss[loss=0.06509, over 7183.00 frames. utt_duration=1797 frames, utt_pad_proportion=0.01779, over 16.00 utterances.], tot_loss[loss=0.09971, over 1464462.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.0618, over 4687.64 utterances.], batch size: 16, lr: 5.47e-04 2022-11-23 11:52:37,869 INFO [train.py:818] (3/4) Epoch 10, batch 3200, loss[loss=0.1215, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004313, over 20.00 utterances.], tot_loss[loss=0.09974, over 1465053.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.06178, over 4708.34 utterances.], batch size: 20, lr: 5.47e-04 2022-11-23 11:53:14,402 INFO [train.py:818] (3/4) Epoch 10, batch 3250, loss[loss=0.09827, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006221, over 20.00 utterances.], tot_loss[loss=0.09929, over 1464838.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05316, over 4626.63 utterances.], batch size: 20, lr: 5.47e-04 2022-11-23 11:53:51,857 INFO [train.py:818] (3/4) Epoch 10, batch 3300, loss[loss=0.08714, over 7285.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03776, over 27.00 utterances.], tot_loss[loss=0.09971, over 1464385.72 frames. utt_duration=1230 frames, utt_pad_proportion=0.06681, over 4769.27 utterances.], batch size: 27, lr: 5.47e-04 2022-11-23 11:54:29,597 INFO [train.py:818] (3/4) Epoch 10, batch 3350, loss[loss=0.132, over 7463.00 frames. utt_duration=1068 frames, utt_pad_proportion=0.04416, over 28.00 utterances.], tot_loss[loss=0.09908, over 1464834.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.07132, over 4795.41 utterances.], batch size: 28, lr: 5.47e-04 2022-11-23 11:55:06,046 INFO [train.py:818] (3/4) Epoch 10, batch 3400, loss[loss=0.1151, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006964, over 22.00 utterances.], tot_loss[loss=0.1005, over 1465990.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.07147, over 4832.50 utterances.], batch size: 22, lr: 5.46e-04 2022-11-23 11:55:42,808 INFO [train.py:818] (3/4) Epoch 10, batch 3450, loss[loss=0.1006, over 7316.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03328, over 27.00 utterances.], tot_loss[loss=0.1004, over 1466038.21 frames. utt_duration=1222 frames, utt_pad_proportion=0.06726, over 4802.89 utterances.], batch size: 27, lr: 5.46e-04 2022-11-23 11:56:20,297 INFO [train.py:818] (3/4) Epoch 10, batch 3500, loss[loss=0.09188, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006624, over 20.00 utterances.], tot_loss[loss=0.09879, over 1466170.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.0613, over 4699.88 utterances.], batch size: 20, lr: 5.46e-04 2022-11-23 11:56:56,488 INFO [train.py:818] (3/4) Epoch 10, batch 3550, loss[loss=0.1259, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005174, over 20.00 utterances.], tot_loss[loss=0.1001, over 1464708.38 frames. utt_duration=1250 frames, utt_pad_proportion=0.06342, over 4694.53 utterances.], batch size: 20, lr: 5.46e-04 2022-11-23 11:57:33,579 INFO [train.py:818] (3/4) Epoch 10, batch 3600, loss[loss=0.06427, over 7106.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005174, over 18.00 utterances.], tot_loss[loss=0.09986, over 1465134.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.05489, over 4641.23 utterances.], batch size: 18, lr: 5.46e-04 2022-11-23 11:58:09,661 INFO [train.py:818] (3/4) Epoch 10, batch 3650, loss[loss=0.1087, over 7460.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009318, over 17.00 utterances.], tot_loss[loss=0.09978, over 1465890.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.05579, over 4659.61 utterances.], batch size: 17, lr: 5.46e-04 2022-11-23 11:58:45,140 INFO [train.py:818] (3/4) Epoch 10, batch 3700, loss[loss=0.1125, over 7232.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.0151, over 24.00 utterances.], tot_loss[loss=0.1005, over 1464822.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05069, over 4578.59 utterances.], batch size: 24, lr: 5.45e-04 2022-11-23 11:59:22,376 INFO [train.py:818] (3/4) Epoch 10, batch 3750, loss[loss=0.08833, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007375, over 17.00 utterances.], tot_loss[loss=0.09996, over 1464928.03 frames. utt_duration=1285 frames, utt_pad_proportion=0.04903, over 4565.48 utterances.], batch size: 17, lr: 5.45e-04 2022-11-23 11:59:58,682 INFO [train.py:818] (3/4) Epoch 10, batch 3800, loss[loss=0.0748, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005455, over 18.00 utterances.], tot_loss[loss=0.09859, over 1465124.87 frames. utt_duration=1285 frames, utt_pad_proportion=0.04899, over 4566.42 utterances.], batch size: 18, lr: 5.45e-04 2022-11-23 12:00:34,020 INFO [train.py:818] (3/4) Epoch 10, batch 3850, loss[loss=0.1793, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004719, over 21.00 utterances.], tot_loss[loss=0.09819, over 1466261.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.05128, over 4587.39 utterances.], batch size: 21, lr: 5.45e-04 2022-11-23 12:01:11,791 INFO [train.py:818] (3/4) Epoch 10, batch 3900, loss[loss=0.218, over 7401.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005538, over 19.00 utterances.], tot_loss[loss=0.09968, over 1466257.16 frames. utt_duration=1297 frames, utt_pad_proportion=0.04419, over 4526.47 utterances.], batch size: 19, lr: 5.45e-04 2022-11-23 12:01:47,109 INFO [train.py:818] (3/4) Epoch 10, batch 3950, loss[loss=0.08683, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009068, over 17.00 utterances.], tot_loss[loss=0.09877, over 1466444.65 frames. utt_duration=1311 frames, utt_pad_proportion=0.0413, over 4480.26 utterances.], batch size: 17, lr: 5.45e-04 2022-11-23 12:02:24,297 INFO [train.py:818] (3/4) Epoch 10, batch 4000, loss[loss=0.08, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.006895, over 17.00 utterances.], tot_loss[loss=0.09969, over 1467563.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.0465, over 4569.93 utterances.], batch size: 17, lr: 5.44e-04 2022-11-23 12:03:00,693 INFO [train.py:818] (3/4) Epoch 10, batch 4050, loss[loss=0.1121, over 7215.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.03902, over 16.00 utterances.], tot_loss[loss=0.09873, over 1466385.39 frames. utt_duration=1272 frames, utt_pad_proportion=0.04994, over 4615.13 utterances.], batch size: 16, lr: 5.44e-04 2022-11-23 12:03:37,174 INFO [train.py:818] (3/4) Epoch 10, batch 4100, loss[loss=0.09675, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00631, over 19.00 utterances.], tot_loss[loss=0.09948, over 1466885.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05231, over 4601.13 utterances.], batch size: 19, lr: 5.44e-04 2022-11-23 12:04:12,984 INFO [train.py:818] (3/4) Epoch 10, batch 4150, loss[loss=0.1082, over 7438.00 frames. utt_duration=1146 frames, utt_pad_proportion=0.02973, over 26.00 utterances.], tot_loss[loss=0.1011, over 1466585.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.05428, over 4637.25 utterances.], batch size: 26, lr: 5.44e-04 2022-11-23 12:04:49,558 INFO [train.py:818] (3/4) Epoch 10, batch 4200, loss[loss=0.1381, over 7329.00 frames. utt_duration=947.4 frames, utt_pad_proportion=0.0611, over 31.00 utterances.], tot_loss[loss=0.1043, over 1465956.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05318, over 4618.73 utterances.], batch size: 31, lr: 5.44e-04 2022-11-23 12:05:24,940 INFO [train.py:818] (3/4) Epoch 10, batch 4250, loss[loss=0.09871, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006255, over 21.00 utterances.], tot_loss[loss=0.1078, over 1465655.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05009, over 4589.60 utterances.], batch size: 21, lr: 5.44e-04 2022-11-23 12:06:01,316 INFO [train.py:818] (3/4) Epoch 10, batch 4300, loss[loss=0.117, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008754, over 18.00 utterances.], tot_loss[loss=0.1099, over 1465708.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.04779, over 4601.30 utterances.], batch size: 18, lr: 5.44e-04 2022-11-23 12:06:37,340 INFO [train.py:818] (3/4) Epoch 10, batch 4350, loss[loss=0.1251, over 7387.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006184, over 19.00 utterances.], tot_loss[loss=0.1118, over 1464977.57 frames. utt_duration=1266 frames, utt_pad_proportion=0.05386, over 4635.21 utterances.], batch size: 19, lr: 5.43e-04 2022-11-23 12:07:13,525 INFO [train.py:818] (3/4) Epoch 10, batch 4400, loss[loss=0.1125, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01345, over 24.00 utterances.], tot_loss[loss=0.1146, over 1465856.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05171, over 4622.89 utterances.], batch size: 24, lr: 5.43e-04 2022-11-23 12:07:49,416 INFO [train.py:818] (3/4) Epoch 10, batch 4450, loss[loss=0.09963, over 7186.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007484, over 19.00 utterances.], tot_loss[loss=0.1157, over 1465671.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05228, over 4609.36 utterances.], batch size: 19, lr: 5.43e-04 2022-11-23 12:08:25,880 INFO [train.py:818] (3/4) Epoch 10, batch 4500, loss[loss=0.1142, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00574, over 19.00 utterances.], tot_loss[loss=0.1165, over 1464618.89 frames. utt_duration=1266 frames, utt_pad_proportion=0.05228, over 4631.33 utterances.], batch size: 19, lr: 5.43e-04 2022-11-23 12:09:02,446 INFO [train.py:818] (3/4) Epoch 10, batch 4550, loss[loss=0.1743, over 7384.00 frames. utt_duration=758.7 frames, utt_pad_proportion=0.1388, over 39.00 utterances.], tot_loss[loss=0.1195, over 1464783.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05575, over 4676.22 utterances.], batch size: 39, lr: 5.43e-04 2022-11-23 12:09:38,680 INFO [train.py:818] (3/4) Epoch 10, batch 4600, loss[loss=0.1233, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0082, over 23.00 utterances.], tot_loss[loss=0.1194, over 1464861.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.0574, over 4666.60 utterances.], batch size: 23, lr: 5.43e-04 2022-11-23 12:10:16,113 INFO [train.py:818] (3/4) Epoch 10, batch 4650, loss[loss=0.07909, over 7229.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.05119, over 16.00 utterances.], tot_loss[loss=0.1225, over 1465245.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.07028, over 4829.34 utterances.], batch size: 16, lr: 5.42e-04 2022-11-23 12:10:52,513 INFO [train.py:818] (3/4) Epoch 10, batch 4700, loss[loss=0.1982, over 7329.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.1245, over 39.00 utterances.], tot_loss[loss=0.124, over 1465246.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.06385, over 4758.65 utterances.], batch size: 39, lr: 5.42e-04 2022-11-23 12:11:29,870 INFO [train.py:818] (3/4) Epoch 10, batch 4750, loss[loss=0.1193, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005815, over 21.00 utterances.], tot_loss[loss=0.1242, over 1465196.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.05809, over 4705.89 utterances.], batch size: 21, lr: 5.42e-04 2022-11-23 12:12:07,364 INFO [train.py:818] (3/4) Epoch 10, batch 4800, loss[loss=0.1045, over 7486.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01258, over 24.00 utterances.], tot_loss[loss=0.1257, over 1465573.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06558, over 4783.63 utterances.], batch size: 24, lr: 5.42e-04 2022-11-23 12:12:43,264 INFO [train.py:818] (3/4) Epoch 10, batch 4850, loss[loss=0.1119, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006124, over 19.00 utterances.], tot_loss[loss=0.1254, over 1464976.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06789, over 4803.89 utterances.], batch size: 19, lr: 5.42e-04 2022-11-23 12:13:20,523 INFO [train.py:818] (3/4) Epoch 10, batch 4900, loss[loss=0.0863, over 7288.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01145, over 17.00 utterances.], tot_loss[loss=0.1257, over 1465857.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06983, over 4848.64 utterances.], batch size: 17, lr: 5.42e-04 2022-11-23 12:13:57,281 INFO [train.py:818] (3/4) Epoch 10, batch 4950, loss[loss=0.1274, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005515, over 19.00 utterances.], tot_loss[loss=0.1269, over 1465420.03 frames. utt_duration=1205 frames, utt_pad_proportion=0.0731, over 4870.97 utterances.], batch size: 19, lr: 5.41e-04 2022-11-23 12:14:33,511 INFO [train.py:818] (3/4) Epoch 10, batch 5000, loss[loss=0.1147, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009706, over 23.00 utterances.], tot_loss[loss=0.1259, over 1464458.69 frames. utt_duration=1216 frames, utt_pad_proportion=0.07025, over 4822.76 utterances.], batch size: 23, lr: 5.41e-04 2022-11-23 12:15:11,630 INFO [train.py:818] (3/4) Epoch 10, batch 5050, loss[loss=0.1175, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006243, over 19.00 utterances.], tot_loss[loss=0.1259, over 1464615.61 frames. utt_duration=1224 frames, utt_pad_proportion=0.06883, over 4790.51 utterances.], batch size: 19, lr: 5.41e-04 2022-11-23 12:15:48,930 INFO [train.py:818] (3/4) Epoch 10, batch 5100, loss[loss=0.08777, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008612, over 17.00 utterances.], tot_loss[loss=0.125, over 1464129.26 frames. utt_duration=1231 frames, utt_pad_proportion=0.06341, over 4762.52 utterances.], batch size: 17, lr: 5.41e-04 2022-11-23 12:16:26,364 INFO [train.py:818] (3/4) Epoch 10, batch 5150, loss[loss=0.1053, over 7475.00 frames. utt_duration=1575 frames, utt_pad_proportion=0.007429, over 19.00 utterances.], tot_loss[loss=0.125, over 1463654.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.05871, over 4678.47 utterances.], batch size: 19, lr: 5.41e-04 2022-11-23 12:17:04,184 INFO [train.py:818] (3/4) Epoch 10, batch 5200, loss[loss=0.08982, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.1267, over 1463414.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.0654, over 4747.01 utterances.], batch size: 19, lr: 5.41e-04 2022-11-23 12:17:40,789 INFO [train.py:818] (3/4) Epoch 10, batch 5250, loss[loss=0.1568, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01327, over 24.00 utterances.], tot_loss[loss=0.1266, over 1464386.19 frames. utt_duration=1214 frames, utt_pad_proportion=0.07349, over 4832.13 utterances.], batch size: 24, lr: 5.41e-04 2022-11-23 12:18:18,388 INFO [train.py:818] (3/4) Epoch 10, batch 5300, loss[loss=0.09355, over 7467.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009379, over 17.00 utterances.], tot_loss[loss=0.1264, over 1465908.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.07374, over 4816.23 utterances.], batch size: 17, lr: 5.40e-04 2022-11-23 12:18:53,923 INFO [train.py:818] (3/4) Epoch 10, batch 5350, loss[loss=0.1564, over 7294.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01114, over 17.00 utterances.], tot_loss[loss=0.1259, over 1464741.12 frames. utt_duration=1206 frames, utt_pad_proportion=0.0743, over 4864.80 utterances.], batch size: 17, lr: 5.40e-04 2022-11-23 12:19:30,304 INFO [train.py:818] (3/4) Epoch 10, batch 5400, loss[loss=0.06913, over 7219.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.004925, over 18.00 utterances.], tot_loss[loss=0.1261, over 1464259.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.07248, over 4851.29 utterances.], batch size: 18, lr: 5.40e-04 2022-11-23 12:20:07,060 INFO [train.py:818] (3/4) Epoch 10, batch 5450, loss[loss=0.1627, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02387, over 25.00 utterances.], tot_loss[loss=0.124, over 1464395.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06376, over 4756.03 utterances.], batch size: 25, lr: 5.40e-04 2022-11-23 12:20:43,644 INFO [train.py:818] (3/4) Epoch 10, batch 5500, loss[loss=0.0792, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005732, over 21.00 utterances.], tot_loss[loss=0.1234, over 1466009.72 frames. utt_duration=1212 frames, utt_pad_proportion=0.06947, over 4843.32 utterances.], batch size: 21, lr: 5.40e-04 2022-11-23 12:21:18,899 INFO [train.py:818] (3/4) Epoch 10, batch 5550, loss[loss=0.1048, over 7269.00 frames. utt_duration=1386 frames, utt_pad_proportion=0.006959, over 21.00 utterances.], tot_loss[loss=0.1226, over 1466031.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06544, over 4796.90 utterances.], batch size: 21, lr: 5.40e-04 2022-11-23 12:21:56,661 INFO [train.py:818] (3/4) Epoch 10, batch 5600, loss[loss=0.1221, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006472, over 21.00 utterances.], tot_loss[loss=0.1236, over 1464605.88 frames. utt_duration=1240 frames, utt_pad_proportion=0.0611, over 4729.22 utterances.], batch size: 21, lr: 5.39e-04 2022-11-23 12:22:33,205 INFO [train.py:818] (3/4) Epoch 10, batch 5650, loss[loss=0.1143, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00401, over 21.00 utterances.], tot_loss[loss=0.1244, over 1464142.93 frames. utt_duration=1259 frames, utt_pad_proportion=0.05637, over 4656.72 utterances.], batch size: 21, lr: 5.39e-04 2022-11-23 12:23:11,382 INFO [train.py:818] (3/4) Epoch 10, batch 5700, loss[loss=0.107, over 7283.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.0324, over 16.00 utterances.], tot_loss[loss=0.1246, over 1464497.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.06994, over 4796.73 utterances.], batch size: 16, lr: 5.39e-04 2022-11-23 12:23:49,660 INFO [train.py:818] (3/4) Epoch 10, batch 5750, loss[loss=0.1135, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007582, over 18.00 utterances.], tot_loss[loss=0.1254, over 1464865.14 frames. utt_duration=1212 frames, utt_pad_proportion=0.07069, over 4839.33 utterances.], batch size: 18, lr: 5.39e-04 2022-11-23 12:24:26,532 INFO [train.py:818] (3/4) Epoch 10, batch 5800, loss[loss=0.1068, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006103, over 20.00 utterances.], tot_loss[loss=0.1268, over 1465194.23 frames. utt_duration=1186 frames, utt_pad_proportion=0.08026, over 4947.57 utterances.], batch size: 20, lr: 5.39e-04 2022-11-23 12:25:03,165 INFO [train.py:818] (3/4) Epoch 10, batch 5850, loss[loss=0.1428, over 7220.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02188, over 25.00 utterances.], tot_loss[loss=0.1263, over 1466573.22 frames. utt_duration=1172 frames, utt_pad_proportion=0.08257, over 5013.01 utterances.], batch size: 25, lr: 5.39e-04 2022-11-23 12:25:40,187 INFO [train.py:818] (3/4) Epoch 10, batch 5900, loss[loss=0.1993, over 7348.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.3498, over 72.00 utterances.], tot_loss[loss=0.1259, over 1466513.52 frames. utt_duration=1172 frames, utt_pad_proportion=0.08618, over 5011.21 utterances.], batch size: 72, lr: 5.38e-04 2022-11-23 12:26:15,596 INFO [train.py:818] (3/4) Epoch 10, batch 5950, loss[loss=0.1214, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00796, over 22.00 utterances.], tot_loss[loss=0.1268, over 1468160.47 frames. utt_duration=1181 frames, utt_pad_proportion=0.07883, over 4979.96 utterances.], batch size: 22, lr: 5.38e-04 2022-11-23 12:26:52,650 INFO [train.py:818] (3/4) Epoch 10, batch 6000, loss[loss=0.09789, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00671, over 21.00 utterances.], tot_loss[loss=0.1262, over 1467518.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.06864, over 4861.57 utterances.], batch size: 21, lr: 5.38e-04 2022-11-23 12:26:52,651 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 12:27:12,437 INFO [train.py:847] (3/4) Epoch 10, validation: loss=0.05392, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 12:27:48,374 INFO [train.py:818] (3/4) Epoch 10, batch 6050, loss[loss=0.07909, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.005634, over 18.00 utterances.], tot_loss[loss=0.1276, over 1467269.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.06799, over 4862.83 utterances.], batch size: 18, lr: 5.38e-04 2022-11-23 12:28:26,445 INFO [train.py:818] (3/4) Epoch 10, batch 6100, loss[loss=0.1091, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006241, over 20.00 utterances.], tot_loss[loss=0.1261, over 1466154.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.06246, over 4782.66 utterances.], batch size: 20, lr: 5.38e-04 2022-11-23 12:29:03,544 INFO [train.py:818] (3/4) Epoch 10, batch 6150, loss[loss=0.08673, over 7305.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009149, over 17.00 utterances.], tot_loss[loss=0.1245, over 1466621.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.05973, over 4729.15 utterances.], batch size: 17, lr: 5.38e-04 2022-11-23 12:29:39,348 INFO [train.py:818] (3/4) Epoch 10, batch 6200, loss[loss=0.07446, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006646, over 21.00 utterances.], tot_loss[loss=0.1223, over 1466465.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05479, over 4687.57 utterances.], batch size: 21, lr: 5.38e-04 2022-11-23 12:30:16,241 INFO [train.py:818] (3/4) Epoch 10, batch 6250, loss[loss=0.1501, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00949, over 23.00 utterances.], tot_loss[loss=0.1227, over 1466478.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.05956, over 4741.57 utterances.], batch size: 23, lr: 5.37e-04 2022-11-23 12:30:52,686 INFO [train.py:818] (3/4) Epoch 10, batch 6300, loss[loss=0.1925, over 7335.00 frames. utt_duration=426.9 frames, utt_pad_proportion=0.3256, over 69.00 utterances.], tot_loss[loss=0.1226, over 1466205.07 frames. utt_duration=1238 frames, utt_pad_proportion=0.05945, over 4742.85 utterances.], batch size: 69, lr: 5.37e-04 2022-11-23 12:31:29,168 INFO [train.py:818] (3/4) Epoch 10, batch 6350, loss[loss=0.09433, over 7469.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.005984, over 20.00 utterances.], tot_loss[loss=0.1234, over 1467036.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.06677, over 4841.61 utterances.], batch size: 20, lr: 5.37e-04 2022-11-23 12:32:08,049 INFO [train.py:818] (3/4) Epoch 10, batch 6400, loss[loss=0.1824, over 7451.00 frames. utt_duration=404.2 frames, utt_pad_proportion=0.3655, over 74.00 utterances.], tot_loss[loss=0.1229, over 1466346.68 frames. utt_duration=1219 frames, utt_pad_proportion=0.06672, over 4817.50 utterances.], batch size: 74, lr: 5.37e-04 2022-11-23 12:32:45,192 INFO [train.py:818] (3/4) Epoch 10, batch 6450, loss[loss=0.1369, over 7247.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02749, over 16.00 utterances.], tot_loss[loss=0.1227, over 1466828.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.0684, over 4898.96 utterances.], batch size: 16, lr: 5.37e-04 2022-11-23 12:33:23,278 INFO [train.py:818] (3/4) Epoch 10, batch 6500, loss[loss=0.1021, over 7213.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01815, over 24.00 utterances.], tot_loss[loss=0.122, over 1466647.95 frames. utt_duration=1224 frames, utt_pad_proportion=0.05891, over 4797.58 utterances.], batch size: 24, lr: 5.37e-04 2022-11-23 12:34:00,432 INFO [train.py:818] (3/4) Epoch 10, batch 6550, loss[loss=0.1207, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005457, over 19.00 utterances.], tot_loss[loss=0.1225, over 1466735.71 frames. utt_duration=1208 frames, utt_pad_proportion=0.06441, over 4863.89 utterances.], batch size: 19, lr: 5.36e-04 2022-11-23 12:34:37,348 INFO [train.py:818] (3/4) Epoch 10, batch 6600, loss[loss=0.101, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009829, over 22.00 utterances.], tot_loss[loss=0.122, over 1466342.30 frames. utt_duration=1217 frames, utt_pad_proportion=0.06417, over 4826.05 utterances.], batch size: 22, lr: 5.36e-04 2022-11-23 12:35:15,077 INFO [train.py:818] (3/4) Epoch 10, batch 6650, loss[loss=0.1197, over 7483.00 frames. utt_duration=769.2 frames, utt_pad_proportion=0.1239, over 39.00 utterances.], tot_loss[loss=0.1215, over 1466640.42 frames. utt_duration=1211 frames, utt_pad_proportion=0.06841, over 4851.76 utterances.], batch size: 39, lr: 5.36e-04 2022-11-23 12:35:51,437 INFO [train.py:818] (3/4) Epoch 10, batch 6700, loss[loss=0.09195, over 7443.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007327, over 18.00 utterances.], tot_loss[loss=0.1226, over 1466885.62 frames. utt_duration=1192 frames, utt_pad_proportion=0.07453, over 4929.12 utterances.], batch size: 18, lr: 5.36e-04 2022-11-23 12:36:27,872 INFO [train.py:818] (3/4) Epoch 10, batch 6750, loss[loss=0.1444, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007811, over 17.00 utterances.], tot_loss[loss=0.1218, over 1466133.01 frames. utt_duration=1195 frames, utt_pad_proportion=0.07155, over 4914.80 utterances.], batch size: 17, lr: 5.36e-04 2022-11-23 12:37:05,933 INFO [train.py:818] (3/4) Epoch 10, batch 6800, loss[loss=0.1487, over 7476.00 frames. utt_duration=768.2 frames, utt_pad_proportion=0.1251, over 39.00 utterances.], tot_loss[loss=0.1229, over 1466018.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.0695, over 4837.78 utterances.], batch size: 39, lr: 5.36e-04 2022-11-23 12:37:42,548 INFO [train.py:818] (3/4) Epoch 10, batch 6850, loss[loss=0.0864, over 7297.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005617, over 19.00 utterances.], tot_loss[loss=0.1217, over 1466596.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06813, over 4809.37 utterances.], batch size: 19, lr: 5.36e-04 2022-11-23 12:38:19,708 INFO [train.py:818] (3/4) Epoch 10, batch 6900, loss[loss=0.1023, over 7296.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.007072, over 18.00 utterances.], tot_loss[loss=0.1214, over 1466299.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.06613, over 4763.01 utterances.], batch size: 18, lr: 5.35e-04 2022-11-23 12:38:56,423 INFO [train.py:818] (3/4) Epoch 10, batch 6950, loss[loss=0.09948, over 7492.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01182, over 24.00 utterances.], tot_loss[loss=0.1206, over 1466602.18 frames. utt_duration=1239 frames, utt_pad_proportion=0.06138, over 4740.58 utterances.], batch size: 24, lr: 5.35e-04 2022-11-23 12:39:33,002 INFO [train.py:818] (3/4) Epoch 10, batch 7000, loss[loss=0.06391, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007249, over 18.00 utterances.], tot_loss[loss=0.121, over 1465809.76 frames. utt_duration=1225 frames, utt_pad_proportion=0.065, over 4791.65 utterances.], batch size: 18, lr: 5.35e-04 2022-11-23 12:40:11,112 INFO [train.py:818] (3/4) Epoch 10, batch 7050, loss[loss=0.1126, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 21.00 utterances.], tot_loss[loss=0.1204, over 1466816.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.06641, over 4811.71 utterances.], batch size: 21, lr: 5.35e-04 2022-11-23 12:40:47,594 INFO [train.py:818] (3/4) Epoch 10, batch 7100, loss[loss=0.1477, over 7343.00 frames. utt_duration=948.8 frames, utt_pad_proportion=0.0743, over 31.00 utterances.], tot_loss[loss=0.1211, over 1465934.29 frames. utt_duration=1217 frames, utt_pad_proportion=0.06692, over 4824.45 utterances.], batch size: 31, lr: 5.35e-04 2022-11-23 12:41:23,877 INFO [train.py:818] (3/4) Epoch 10, batch 7150, loss[loss=0.1214, over 7329.00 frames. utt_duration=1726 frames, utt_pad_proportion=0.006333, over 17.00 utterances.], tot_loss[loss=0.121, over 1466574.81 frames. utt_duration=1242 frames, utt_pad_proportion=0.06003, over 4730.28 utterances.], batch size: 17, lr: 5.35e-04 2022-11-23 12:42:01,879 INFO [train.py:818] (3/4) Epoch 10, batch 7200, loss[loss=0.1031, over 7210.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02439, over 25.00 utterances.], tot_loss[loss=0.1207, over 1466466.54 frames. utt_duration=1235 frames, utt_pad_proportion=0.06391, over 4756.34 utterances.], batch size: 25, lr: 5.34e-04 2022-11-23 12:42:39,006 INFO [train.py:818] (3/4) Epoch 10, batch 7250, loss[loss=0.2094, over 7276.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03727, over 27.00 utterances.], tot_loss[loss=0.1219, over 1465851.72 frames. utt_duration=1217 frames, utt_pad_proportion=0.07063, over 4822.99 utterances.], batch size: 27, lr: 5.34e-04 2022-11-23 12:43:15,551 INFO [train.py:818] (3/4) Epoch 10, batch 7300, loss[loss=0.1276, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0143, over 24.00 utterances.], tot_loss[loss=0.1225, over 1466618.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.06733, over 4781.57 utterances.], batch size: 24, lr: 5.34e-04 2022-11-23 12:43:53,515 INFO [train.py:818] (3/4) Epoch 10, batch 7350, loss[loss=0.1068, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006277, over 19.00 utterances.], tot_loss[loss=0.1221, over 1466394.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06593, over 4764.86 utterances.], batch size: 19, lr: 5.34e-04 2022-11-23 12:44:30,075 INFO [train.py:818] (3/4) Epoch 10, batch 7400, loss[loss=0.1373, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.0101, over 22.00 utterances.], tot_loss[loss=0.1226, over 1465980.92 frames. utt_duration=1184 frames, utt_pad_proportion=0.07987, over 4957.71 utterances.], batch size: 22, lr: 5.34e-04 2022-11-23 12:45:07,531 INFO [train.py:818] (3/4) Epoch 10, batch 7450, loss[loss=0.1117, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009606, over 23.00 utterances.], tot_loss[loss=0.124, over 1465968.56 frames. utt_duration=1181 frames, utt_pad_proportion=0.0805, over 4970.47 utterances.], batch size: 23, lr: 5.34e-04 2022-11-23 12:45:44,413 INFO [train.py:818] (3/4) Epoch 10, batch 7500, loss[loss=0.1333, over 7469.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01381, over 24.00 utterances.], tot_loss[loss=0.1245, over 1466842.49 frames. utt_duration=1170 frames, utt_pad_proportion=0.08434, over 5019.88 utterances.], batch size: 24, lr: 5.34e-04 2022-11-23 12:46:20,243 INFO [train.py:818] (3/4) Epoch 10, batch 7550, loss[loss=0.1672, over 7237.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02074, over 25.00 utterances.], tot_loss[loss=0.1243, over 1467242.74 frames. utt_duration=1151 frames, utt_pad_proportion=0.09022, over 5103.56 utterances.], batch size: 25, lr: 5.33e-04 2022-11-23 12:46:57,369 INFO [train.py:818] (3/4) Epoch 10, batch 7600, loss[loss=0.09645, over 7458.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01037, over 17.00 utterances.], tot_loss[loss=0.1242, over 1467107.77 frames. utt_duration=1152 frames, utt_pad_proportion=0.08754, over 5101.93 utterances.], batch size: 17, lr: 5.33e-04 2022-11-23 12:47:33,303 INFO [train.py:818] (3/4) Epoch 10, batch 7650, loss[loss=0.08203, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006824, over 18.00 utterances.], tot_loss[loss=0.1243, over 1466053.32 frames. utt_duration=1174 frames, utt_pad_proportion=0.08037, over 5000.53 utterances.], batch size: 18, lr: 5.33e-04 2022-11-23 12:48:10,660 INFO [train.py:818] (3/4) Epoch 10, batch 7700, loss[loss=0.09828, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005761, over 22.00 utterances.], tot_loss[loss=0.1232, over 1466553.09 frames. utt_duration=1161 frames, utt_pad_proportion=0.08469, over 5061.23 utterances.], batch size: 22, lr: 5.33e-04 2022-11-23 12:48:47,799 INFO [train.py:818] (3/4) Epoch 10, batch 7750, loss[loss=0.1268, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007508, over 22.00 utterances.], tot_loss[loss=0.1226, over 1465907.91 frames. utt_duration=1181 frames, utt_pad_proportion=0.08121, over 4972.17 utterances.], batch size: 22, lr: 5.33e-04 2022-11-23 12:49:25,612 INFO [train.py:818] (3/4) Epoch 10, batch 7800, loss[loss=0.155, over 7286.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006438, over 19.00 utterances.], tot_loss[loss=0.1237, over 1466744.41 frames. utt_duration=1192 frames, utt_pad_proportion=0.07702, over 4928.58 utterances.], batch size: 19, lr: 5.33e-04 2022-11-23 12:50:03,187 INFO [train.py:818] (3/4) Epoch 10, batch 7850, loss[loss=0.1592, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.006982, over 22.00 utterances.], tot_loss[loss=0.1229, over 1467236.74 frames. utt_duration=1201 frames, utt_pad_proportion=0.07439, over 4892.19 utterances.], batch size: 22, lr: 5.32e-04 2022-11-23 12:50:41,063 INFO [train.py:818] (3/4) Epoch 10, batch 7900, loss[loss=0.1092, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.1229, over 1466855.78 frames. utt_duration=1212 frames, utt_pad_proportion=0.06932, over 4845.71 utterances.], batch size: 21, lr: 5.32e-04 2022-11-23 12:51:17,634 INFO [train.py:818] (3/4) Epoch 10, batch 7950, loss[loss=0.1203, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004933, over 19.00 utterances.], tot_loss[loss=0.122, over 1465516.36 frames. utt_duration=1194 frames, utt_pad_proportion=0.07851, over 4916.48 utterances.], batch size: 19, lr: 5.32e-04 2022-11-23 12:52:07,414 INFO [train.py:818] (3/4) Epoch 10, batch 8000, loss[loss=0.1308, over 7271.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.0378, over 27.00 utterances.], tot_loss[loss=0.1214, over 1466017.99 frames. utt_duration=1214 frames, utt_pad_proportion=0.07228, over 4836.78 utterances.], batch size: 27, lr: 5.32e-04 2022-11-23 12:52:43,891 INFO [train.py:818] (3/4) Epoch 10, batch 8050, loss[loss=0.09427, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005801, over 21.00 utterances.], tot_loss[loss=0.1207, over 1465612.51 frames. utt_duration=1212 frames, utt_pad_proportion=0.07418, over 4842.13 utterances.], batch size: 21, lr: 5.32e-04 2022-11-23 12:53:20,292 INFO [train.py:818] (3/4) Epoch 10, batch 8100, loss[loss=0.1001, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004846, over 21.00 utterances.], tot_loss[loss=0.1217, over 1466093.39 frames. utt_duration=1203 frames, utt_pad_proportion=0.07774, over 4880.54 utterances.], batch size: 21, lr: 5.32e-04 2022-11-23 12:53:58,454 INFO [train.py:818] (3/4) Epoch 10, batch 8150, loss[loss=0.1091, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00501, over 20.00 utterances.], tot_loss[loss=0.1221, over 1465371.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.07692, over 4884.45 utterances.], batch size: 20, lr: 5.32e-04 2022-11-23 12:54:36,691 INFO [train.py:818] (3/4) Epoch 10, batch 8200, loss[loss=0.08248, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.005969, over 18.00 utterances.], tot_loss[loss=0.124, over 1466108.11 frames. utt_duration=1173 frames, utt_pad_proportion=0.08541, over 5004.98 utterances.], batch size: 18, lr: 5.31e-04 2022-11-23 12:55:14,278 INFO [train.py:818] (3/4) Epoch 10, batch 8250, loss[loss=0.1101, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009194, over 23.00 utterances.], tot_loss[loss=0.1243, over 1466524.55 frames. utt_duration=1146 frames, utt_pad_proportion=0.09193, over 5126.69 utterances.], batch size: 23, lr: 5.31e-04 2022-11-23 12:55:51,862 INFO [train.py:818] (3/4) Epoch 10, batch 8300, loss[loss=0.1334, over 7185.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007213, over 22.00 utterances.], tot_loss[loss=0.1237, over 1465504.91 frames. utt_duration=1159 frames, utt_pad_proportion=0.08864, over 5065.97 utterances.], batch size: 22, lr: 5.31e-04 2022-11-23 12:56:28,590 INFO [train.py:818] (3/4) Epoch 10, batch 8350, loss[loss=0.1442, over 7471.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02573, over 26.00 utterances.], tot_loss[loss=0.1235, over 1464699.25 frames. utt_duration=1169 frames, utt_pad_proportion=0.08391, over 5020.40 utterances.], batch size: 26, lr: 5.31e-04 2022-11-23 12:57:05,533 INFO [train.py:818] (3/4) Epoch 10, batch 8400, loss[loss=0.1352, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005863, over 19.00 utterances.], tot_loss[loss=0.1209, over 1464225.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.0715, over 4871.89 utterances.], batch size: 19, lr: 5.31e-04 2022-11-23 12:57:43,049 INFO [train.py:818] (3/4) Epoch 10, batch 8450, loss[loss=0.08255, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01053, over 23.00 utterances.], tot_loss[loss=0.1193, over 1464114.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.06541, over 4819.69 utterances.], batch size: 23, lr: 5.31e-04 2022-11-23 12:58:19,156 INFO [train.py:818] (3/4) Epoch 10, batch 8500, loss[loss=0.156, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005007, over 21.00 utterances.], tot_loss[loss=0.1203, over 1465048.43 frames. utt_duration=1229 frames, utt_pad_proportion=0.06393, over 4775.01 utterances.], batch size: 21, lr: 5.31e-04 2022-11-23 12:58:56,425 INFO [train.py:818] (3/4) Epoch 10, batch 8550, loss[loss=0.1486, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01844, over 24.00 utterances.], tot_loss[loss=0.1196, over 1464902.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06333, over 4763.22 utterances.], batch size: 24, lr: 5.30e-04 2022-11-23 12:59:33,504 INFO [train.py:818] (3/4) Epoch 10, batch 8600, loss[loss=0.09633, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00602, over 21.00 utterances.], tot_loss[loss=0.1187, over 1465662.59 frames. utt_duration=1231 frames, utt_pad_proportion=0.06289, over 4767.29 utterances.], batch size: 21, lr: 5.30e-04 2022-11-23 13:00:09,244 INFO [train.py:818] (3/4) Epoch 10, batch 8650, loss[loss=0.102, over 7112.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004895, over 18.00 utterances.], tot_loss[loss=0.1186, over 1465665.50 frames. utt_duration=1253 frames, utt_pad_proportion=0.05617, over 4685.76 utterances.], batch size: 18, lr: 5.30e-04 2022-11-23 13:00:46,027 INFO [train.py:818] (3/4) Epoch 10, batch 8700, loss[loss=0.1545, over 7460.00 frames. utt_duration=766.9 frames, utt_pad_proportion=0.1295, over 39.00 utterances.], tot_loss[loss=0.1199, over 1466037.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06167, over 4744.27 utterances.], batch size: 39, lr: 5.30e-04 2022-11-23 13:01:21,944 INFO [train.py:818] (3/4) Epoch 10, batch 8750, loss[loss=0.1314, over 7224.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01988, over 25.00 utterances.], tot_loss[loss=0.119, over 1465641.24 frames. utt_duration=1242 frames, utt_pad_proportion=0.06069, over 4727.09 utterances.], batch size: 25, lr: 5.30e-04 2022-11-23 13:01:58,590 INFO [train.py:818] (3/4) Epoch 10, batch 8800, loss[loss=0.1303, over 7291.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005314, over 21.00 utterances.], tot_loss[loss=0.1201, over 1466325.18 frames. utt_duration=1220 frames, utt_pad_proportion=0.06415, over 4812.32 utterances.], batch size: 21, lr: 5.30e-04 2022-11-23 13:02:34,789 INFO [train.py:818] (3/4) Epoch 10, batch 8850, loss[loss=0.1307, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006759, over 20.00 utterances.], tot_loss[loss=0.1204, over 1465735.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.05948, over 4767.17 utterances.], batch size: 20, lr: 5.29e-04 2022-11-23 13:03:55,895 INFO [train.py:818] (3/4) Epoch 11, batch 0, loss[loss=0.1134, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004552, over 20.00 utterances.], tot_loss[loss=0.1134, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004552, over 20.00 utterances.], batch size: 20, lr: 5.10e-04 2022-11-23 13:04:31,518 INFO [train.py:818] (3/4) Epoch 11, batch 50, loss[loss=0.0904, over 7485.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004486, over 21.00 utterances.], tot_loss[loss=0.1019, over 330658.20 frames. utt_duration=1224 frames, utt_pad_proportion=0.06701, over 1082.13 utterances.], batch size: 21, lr: 5.10e-04 2022-11-23 13:05:06,845 INFO [train.py:818] (3/4) Epoch 11, batch 100, loss[loss=0.07924, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006595, over 18.00 utterances.], tot_loss[loss=0.09708, over 581774.82 frames. utt_duration=1291 frames, utt_pad_proportion=0.05291, over 1804.57 utterances.], batch size: 18, lr: 5.10e-04 2022-11-23 13:05:43,432 INFO [train.py:818] (3/4) Epoch 11, batch 150, loss[loss=0.1038, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009347, over 17.00 utterances.], tot_loss[loss=0.09816, over 777675.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.05083, over 2440.52 utterances.], batch size: 17, lr: 5.09e-04 2022-11-23 13:06:20,373 INFO [train.py:818] (3/4) Epoch 11, batch 200, loss[loss=0.09355, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004705, over 19.00 utterances.], tot_loss[loss=0.09841, over 930375.15 frames. utt_duration=1215 frames, utt_pad_proportion=0.06748, over 3066.81 utterances.], batch size: 19, lr: 5.09e-04 2022-11-23 13:06:56,863 INFO [train.py:818] (3/4) Epoch 11, batch 250, loss[loss=0.08749, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005587, over 19.00 utterances.], tot_loss[loss=0.09939, over 1049453.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06565, over 3424.70 utterances.], batch size: 19, lr: 5.09e-04 2022-11-23 13:07:34,032 INFO [train.py:818] (3/4) Epoch 11, batch 300, loss[loss=0.07867, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005931, over 20.00 utterances.], tot_loss[loss=0.09904, over 1140881.50 frames. utt_duration=1211 frames, utt_pad_proportion=0.07233, over 3772.77 utterances.], batch size: 20, lr: 5.09e-04 2022-11-23 13:08:09,116 INFO [train.py:818] (3/4) Epoch 11, batch 350, loss[loss=0.1117, over 7364.00 frames. utt_duration=756.9 frames, utt_pad_proportion=0.132, over 39.00 utterances.], tot_loss[loss=0.09797, over 1212646.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.0603, over 3878.47 utterances.], batch size: 39, lr: 5.09e-04 2022-11-23 13:08:47,089 INFO [train.py:818] (3/4) Epoch 11, batch 400, loss[loss=0.07336, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007787, over 22.00 utterances.], tot_loss[loss=0.0985, over 1269490.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.07212, over 4168.27 utterances.], batch size: 22, lr: 5.09e-04 2022-11-23 13:09:23,766 INFO [train.py:818] (3/4) Epoch 11, batch 450, loss[loss=0.121, over 7444.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.3474, over 73.00 utterances.], tot_loss[loss=0.0981, over 1312954.85 frames. utt_duration=1208 frames, utt_pad_proportion=0.07569, over 4351.38 utterances.], batch size: 73, lr: 5.09e-04 2022-11-23 13:09:58,738 INFO [train.py:818] (3/4) Epoch 11, batch 500, loss[loss=0.104, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.09713, over 1347696.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.06352, over 4335.58 utterances.], batch size: 20, lr: 5.08e-04 2022-11-23 13:10:36,136 INFO [train.py:818] (3/4) Epoch 11, batch 550, loss[loss=0.09628, over 7249.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.06357, over 30.00 utterances.], tot_loss[loss=0.0976, over 1373892.96 frames. utt_duration=1267 frames, utt_pad_proportion=0.05755, over 4343.99 utterances.], batch size: 30, lr: 5.08e-04 2022-11-23 13:11:11,515 INFO [train.py:818] (3/4) Epoch 11, batch 600, loss[loss=0.09807, over 7477.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.05861, over 31.00 utterances.], tot_loss[loss=0.09588, over 1395618.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05699, over 4418.95 utterances.], batch size: 31, lr: 5.08e-04 2022-11-23 13:11:47,101 INFO [train.py:818] (3/4) Epoch 11, batch 650, loss[loss=0.08712, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01548, over 24.00 utterances.], tot_loss[loss=0.09463, over 1411301.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05665, over 4457.54 utterances.], batch size: 24, lr: 5.08e-04 2022-11-23 13:12:24,638 INFO [train.py:818] (3/4) Epoch 11, batch 700, loss[loss=0.2195, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005922, over 20.00 utterances.], tot_loss[loss=0.09527, over 1422904.59 frames. utt_duration=1295 frames, utt_pad_proportion=0.04891, over 4399.70 utterances.], batch size: 20, lr: 5.08e-04 2022-11-23 13:13:00,237 INFO [train.py:818] (3/4) Epoch 11, batch 750, loss[loss=0.07552, over 7335.00 frames. utt_duration=1727 frames, utt_pad_proportion=0.005622, over 17.00 utterances.], tot_loss[loss=0.0953, over 1432778.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.05137, over 4446.98 utterances.], batch size: 17, lr: 5.08e-04 2022-11-23 13:13:35,526 INFO [train.py:818] (3/4) Epoch 11, batch 800, loss[loss=0.06044, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007468, over 22.00 utterances.], tot_loss[loss=0.09427, over 1439439.13 frames. utt_duration=1311 frames, utt_pad_proportion=0.04666, over 4397.49 utterances.], batch size: 22, lr: 5.08e-04 2022-11-23 13:14:13,474 INFO [train.py:818] (3/4) Epoch 11, batch 850, loss[loss=0.1155, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008649, over 18.00 utterances.], tot_loss[loss=0.09561, over 1446260.33 frames. utt_duration=1261 frames, utt_pad_proportion=0.06051, over 4593.00 utterances.], batch size: 18, lr: 5.07e-04 2022-11-23 13:14:50,353 INFO [train.py:818] (3/4) Epoch 11, batch 900, loss[loss=0.07243, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006858, over 18.00 utterances.], tot_loss[loss=0.09683, over 1450596.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05873, over 4615.25 utterances.], batch size: 18, lr: 5.07e-04 2022-11-23 13:15:26,147 INFO [train.py:818] (3/4) Epoch 11, batch 950, loss[loss=0.05899, over 7486.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005638, over 19.00 utterances.], tot_loss[loss=0.09776, over 1453980.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.05293, over 4546.53 utterances.], batch size: 19, lr: 5.07e-04 2022-11-23 13:16:04,881 INFO [train.py:818] (3/4) Epoch 11, batch 1000, loss[loss=0.1061, over 7408.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.129, over 39.00 utterances.], tot_loss[loss=0.09844, over 1456772.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.05013, over 4547.03 utterances.], batch size: 39, lr: 5.07e-04 2022-11-23 13:16:40,357 INFO [train.py:818] (3/4) Epoch 11, batch 1050, loss[loss=0.08205, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007818, over 18.00 utterances.], tot_loss[loss=0.09893, over 1459666.30 frames. utt_duration=1279 frames, utt_pad_proportion=0.0511, over 4571.52 utterances.], batch size: 18, lr: 5.07e-04 2022-11-23 13:17:16,283 INFO [train.py:818] (3/4) Epoch 11, batch 1100, loss[loss=0.1394, over 7431.00 frames. utt_duration=763.8 frames, utt_pad_proportion=0.1331, over 39.00 utterances.], tot_loss[loss=0.09859, over 1461163.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05555, over 4632.18 utterances.], batch size: 39, lr: 5.07e-04 2022-11-23 13:17:53,568 INFO [train.py:818] (3/4) Epoch 11, batch 1150, loss[loss=0.1063, over 7318.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.1347, over 39.00 utterances.], tot_loss[loss=0.09872, over 1461266.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.05242, over 4612.62 utterances.], batch size: 39, lr: 5.07e-04 2022-11-23 13:18:29,070 INFO [train.py:818] (3/4) Epoch 11, batch 1200, loss[loss=0.08467, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007466, over 22.00 utterances.], tot_loss[loss=0.09869, over 1461526.89 frames. utt_duration=1269 frames, utt_pad_proportion=0.05276, over 4613.91 utterances.], batch size: 22, lr: 5.06e-04 2022-11-23 13:19:04,663 INFO [train.py:818] (3/4) Epoch 11, batch 1250, loss[loss=0.09353, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005343, over 20.00 utterances.], tot_loss[loss=0.09866, over 1462230.98 frames. utt_duration=1292 frames, utt_pad_proportion=0.04614, over 4532.24 utterances.], batch size: 20, lr: 5.06e-04 2022-11-23 13:19:42,777 INFO [train.py:818] (3/4) Epoch 11, batch 1300, loss[loss=0.0918, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006043, over 21.00 utterances.], tot_loss[loss=0.0974, over 1462334.88 frames. utt_duration=1300 frames, utt_pad_proportion=0.04591, over 4505.62 utterances.], batch size: 21, lr: 5.06e-04 2022-11-23 13:20:17,678 INFO [train.py:818] (3/4) Epoch 11, batch 1350, loss[loss=0.07304, over 7299.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01067, over 17.00 utterances.], tot_loss[loss=0.09675, over 1463069.84 frames. utt_duration=1318 frames, utt_pad_proportion=0.0428, over 4445.35 utterances.], batch size: 17, lr: 5.06e-04 2022-11-23 13:20:53,625 INFO [train.py:818] (3/4) Epoch 11, batch 1400, loss[loss=0.1169, over 7331.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01041, over 23.00 utterances.], tot_loss[loss=0.09791, over 1464069.97 frames. utt_duration=1316 frames, utt_pad_proportion=0.04286, over 4455.52 utterances.], batch size: 23, lr: 5.06e-04 2022-11-23 13:21:30,771 INFO [train.py:818] (3/4) Epoch 11, batch 1450, loss[loss=0.1069, over 7466.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.0278, over 26.00 utterances.], tot_loss[loss=0.09932, over 1464050.41 frames. utt_duration=1327 frames, utt_pad_proportion=0.0382, over 4418.51 utterances.], batch size: 26, lr: 5.06e-04 2022-11-23 13:22:06,061 INFO [train.py:818] (3/4) Epoch 11, batch 1500, loss[loss=0.08575, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.09965, over 1463694.40 frames. utt_duration=1320 frames, utt_pad_proportion=0.03857, over 4438.85 utterances.], batch size: 21, lr: 5.06e-04 2022-11-23 13:22:42,502 INFO [train.py:818] (3/4) Epoch 11, batch 1550, loss[loss=0.09911, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008386, over 23.00 utterances.], tot_loss[loss=0.0993, over 1463390.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04568, over 4530.44 utterances.], batch size: 23, lr: 5.05e-04 2022-11-23 13:23:21,154 INFO [train.py:818] (3/4) Epoch 11, batch 1600, loss[loss=0.06807, over 7443.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01158, over 17.00 utterances.], tot_loss[loss=0.09955, over 1464125.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05505, over 4650.21 utterances.], batch size: 17, lr: 5.05e-04 2022-11-23 13:23:56,616 INFO [train.py:818] (3/4) Epoch 11, batch 1650, loss[loss=0.09885, over 7222.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03555, over 16.00 utterances.], tot_loss[loss=0.0994, over 1464611.23 frames. utt_duration=1266 frames, utt_pad_proportion=0.05203, over 4631.78 utterances.], batch size: 16, lr: 5.05e-04 2022-11-23 13:24:34,037 INFO [train.py:818] (3/4) Epoch 11, batch 1700, loss[loss=0.1256, over 7455.00 frames. utt_duration=765.7 frames, utt_pad_proportion=0.1309, over 39.00 utterances.], tot_loss[loss=0.09979, over 1464627.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05113, over 4638.53 utterances.], batch size: 39, lr: 5.05e-04 2022-11-23 13:25:10,073 INFO [train.py:818] (3/4) Epoch 11, batch 1750, loss[loss=0.0712, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006579, over 19.00 utterances.], tot_loss[loss=0.1005, over 1466367.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05002, over 4636.24 utterances.], batch size: 19, lr: 5.05e-04 2022-11-23 13:25:45,683 INFO [train.py:818] (3/4) Epoch 11, batch 1800, loss[loss=0.08218, over 7302.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004868, over 19.00 utterances.], tot_loss[loss=0.09957, over 1466923.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.04762, over 4598.54 utterances.], batch size: 19, lr: 5.05e-04 2022-11-23 13:26:23,699 INFO [train.py:818] (3/4) Epoch 11, batch 1850, loss[loss=0.08057, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005756, over 20.00 utterances.], tot_loss[loss=0.09974, over 1466867.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05102, over 4631.84 utterances.], batch size: 20, lr: 5.05e-04 2022-11-23 13:26:59,271 INFO [train.py:818] (3/4) Epoch 11, batch 1900, loss[loss=0.1061, over 7476.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005284, over 21.00 utterances.], tot_loss[loss=0.0993, over 1466151.09 frames. utt_duration=1279 frames, utt_pad_proportion=0.04525, over 4589.19 utterances.], batch size: 21, lr: 5.04e-04 2022-11-23 13:27:34,109 INFO [train.py:818] (3/4) Epoch 11, batch 1950, loss[loss=0.1125, over 7372.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007129, over 21.00 utterances.], tot_loss[loss=0.09978, over 1466019.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.03907, over 4524.30 utterances.], batch size: 21, lr: 5.04e-04 2022-11-23 13:28:12,145 INFO [train.py:818] (3/4) Epoch 11, batch 2000, loss[loss=0.08313, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008159, over 18.00 utterances.], tot_loss[loss=0.09928, over 1465772.85 frames. utt_duration=1302 frames, utt_pad_proportion=0.03811, over 4508.97 utterances.], batch size: 18, lr: 5.04e-04 2022-11-23 13:28:47,556 INFO [train.py:818] (3/4) Epoch 11, batch 2050, loss[loss=0.1403, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01016, over 17.00 utterances.], tot_loss[loss=0.09927, over 1465166.01 frames. utt_duration=1301 frames, utt_pad_proportion=0.04258, over 4510.26 utterances.], batch size: 17, lr: 5.04e-04 2022-11-23 13:29:23,101 INFO [train.py:818] (3/4) Epoch 11, batch 2100, loss[loss=0.06737, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01327, over 24.00 utterances.], tot_loss[loss=0.09935, over 1465914.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.05143, over 4594.02 utterances.], batch size: 24, lr: 5.04e-04 2022-11-23 13:30:00,333 INFO [train.py:818] (3/4) Epoch 11, batch 2150, loss[loss=0.145, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005121, over 21.00 utterances.], tot_loss[loss=0.09897, over 1465675.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05309, over 4601.25 utterances.], batch size: 21, lr: 5.04e-04 2022-11-23 13:30:36,169 INFO [train.py:818] (3/4) Epoch 11, batch 2200, loss[loss=0.1098, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005417, over 21.00 utterances.], tot_loss[loss=0.09884, over 1466113.81 frames. utt_duration=1270 frames, utt_pad_proportion=0.05357, over 4621.58 utterances.], batch size: 21, lr: 5.04e-04 2022-11-23 13:31:11,738 INFO [train.py:818] (3/4) Epoch 11, batch 2250, loss[loss=0.09374, over 7368.00 frames. utt_duration=757.1 frames, utt_pad_proportion=0.1367, over 39.00 utterances.], tot_loss[loss=0.09885, over 1465612.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.0516, over 4613.78 utterances.], batch size: 39, lr: 5.03e-04 2022-11-23 13:31:50,442 INFO [train.py:818] (3/4) Epoch 11, batch 2300, loss[loss=0.1321, over 7443.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01026, over 17.00 utterances.], tot_loss[loss=0.09877, over 1466341.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.05805, over 4683.41 utterances.], batch size: 17, lr: 5.03e-04 2022-11-23 13:32:26,221 INFO [train.py:818] (3/4) Epoch 11, batch 2350, loss[loss=0.05621, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005472, over 19.00 utterances.], tot_loss[loss=0.09822, over 1466936.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06628, over 4771.04 utterances.], batch size: 19, lr: 5.03e-04 2022-11-23 13:33:01,795 INFO [train.py:818] (3/4) Epoch 11, batch 2400, loss[loss=0.09348, over 7455.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01114, over 17.00 utterances.], tot_loss[loss=0.09741, over 1466191.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.0632, over 4700.91 utterances.], batch size: 17, lr: 5.03e-04 2022-11-23 13:33:39,016 INFO [train.py:818] (3/4) Epoch 11, batch 2450, loss[loss=0.08349, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01557, over 24.00 utterances.], tot_loss[loss=0.09618, over 1464519.76 frames. utt_duration=1255 frames, utt_pad_proportion=0.06088, over 4674.95 utterances.], batch size: 24, lr: 5.03e-04 2022-11-23 13:34:14,960 INFO [train.py:818] (3/4) Epoch 11, batch 2500, loss[loss=0.09956, over 7479.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.06245, over 31.00 utterances.], tot_loss[loss=0.09634, over 1465411.24 frames. utt_duration=1268 frames, utt_pad_proportion=0.05542, over 4628.38 utterances.], batch size: 31, lr: 5.03e-04 2022-11-23 13:34:51,806 INFO [train.py:818] (3/4) Epoch 11, batch 2550, loss[loss=0.1053, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008912, over 17.00 utterances.], tot_loss[loss=0.09605, over 1465616.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05713, over 4651.19 utterances.], batch size: 17, lr: 5.03e-04 2022-11-23 13:35:29,124 INFO [train.py:818] (3/4) Epoch 11, batch 2600, loss[loss=0.107, over 7455.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.06649, over 31.00 utterances.], tot_loss[loss=0.09546, over 1465462.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.05556, over 4624.79 utterances.], batch size: 31, lr: 5.03e-04 2022-11-23 13:36:04,685 INFO [train.py:818] (3/4) Epoch 11, batch 2650, loss[loss=0.08696, over 7286.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.004539, over 20.00 utterances.], tot_loss[loss=0.09619, over 1466491.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.05492, over 4640.76 utterances.], batch size: 20, lr: 5.02e-04 2022-11-23 13:36:42,835 INFO [train.py:818] (3/4) Epoch 11, batch 2700, loss[loss=0.06637, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006284, over 18.00 utterances.], tot_loss[loss=0.09695, over 1466458.75 frames. utt_duration=1275 frames, utt_pad_proportion=0.04853, over 4604.43 utterances.], batch size: 18, lr: 5.02e-04 2022-11-23 13:37:19,338 INFO [train.py:818] (3/4) Epoch 11, batch 2750, loss[loss=0.1167, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009119, over 23.00 utterances.], tot_loss[loss=0.09836, over 1467553.85 frames. utt_duration=1261 frames, utt_pad_proportion=0.05194, over 4660.74 utterances.], batch size: 23, lr: 5.02e-04 2022-11-23 13:37:55,585 INFO [train.py:818] (3/4) Epoch 11, batch 2800, loss[loss=0.1256, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006188, over 21.00 utterances.], tot_loss[loss=0.09799, over 1468018.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05395, over 4687.22 utterances.], batch size: 21, lr: 5.02e-04 2022-11-23 13:38:32,879 INFO [train.py:818] (3/4) Epoch 11, batch 2850, loss[loss=0.1097, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008352, over 23.00 utterances.], tot_loss[loss=0.09728, over 1466898.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.0526, over 4674.27 utterances.], batch size: 23, lr: 5.02e-04 2022-11-23 13:39:09,419 INFO [train.py:818] (3/4) Epoch 11, batch 2900, loss[loss=0.09185, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005419, over 18.00 utterances.], tot_loss[loss=0.09745, over 1465558.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.04939, over 4627.89 utterances.], batch size: 18, lr: 5.02e-04 2022-11-23 13:39:44,833 INFO [train.py:818] (3/4) Epoch 11, batch 2950, loss[loss=0.1019, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008525, over 22.00 utterances.], tot_loss[loss=0.09617, over 1465016.27 frames. utt_duration=1294 frames, utt_pad_proportion=0.04632, over 4533.38 utterances.], batch size: 22, lr: 5.02e-04 2022-11-23 13:40:23,257 INFO [train.py:818] (3/4) Epoch 11, batch 3000, loss[loss=0.123, over 7487.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02599, over 26.00 utterances.], tot_loss[loss=0.09675, over 1464636.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.06115, over 4684.18 utterances.], batch size: 26, lr: 5.01e-04 2022-11-23 13:40:23,258 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 13:40:43,273 INFO [train.py:847] (3/4) Epoch 11, validation: loss=0.05684, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 13:41:18,816 INFO [train.py:818] (3/4) Epoch 11, batch 3050, loss[loss=0.08924, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01331, over 24.00 utterances.], tot_loss[loss=0.0958, over 1464792.90 frames. utt_duration=1294 frames, utt_pad_proportion=0.05155, over 4534.35 utterances.], batch size: 24, lr: 5.01e-04 2022-11-23 13:41:57,569 INFO [train.py:818] (3/4) Epoch 11, batch 3100, loss[loss=0.08642, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007129, over 22.00 utterances.], tot_loss[loss=0.09602, over 1464335.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.05741, over 4611.77 utterances.], batch size: 22, lr: 5.01e-04 2022-11-23 13:42:33,382 INFO [train.py:818] (3/4) Epoch 11, batch 3150, loss[loss=0.1031, over 7162.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0084, over 22.00 utterances.], tot_loss[loss=0.09629, over 1464520.69 frames. utt_duration=1233 frames, utt_pad_proportion=0.06522, over 4755.32 utterances.], batch size: 22, lr: 5.01e-04 2022-11-23 13:43:09,639 INFO [train.py:818] (3/4) Epoch 11, batch 3200, loss[loss=0.0761, over 7190.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.004599, over 19.00 utterances.], tot_loss[loss=0.09508, over 1465193.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06668, over 4717.98 utterances.], batch size: 19, lr: 5.01e-04 2022-11-23 13:43:48,194 INFO [train.py:818] (3/4) Epoch 11, batch 3250, loss[loss=0.142, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006308, over 20.00 utterances.], tot_loss[loss=0.09598, over 1464954.42 frames. utt_duration=1230 frames, utt_pad_proportion=0.06641, over 4771.27 utterances.], batch size: 20, lr: 5.01e-04 2022-11-23 13:44:23,589 INFO [train.py:818] (3/4) Epoch 11, batch 3300, loss[loss=0.06961, over 7215.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.02577, over 16.00 utterances.], tot_loss[loss=0.09656, over 1465738.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06523, over 4773.54 utterances.], batch size: 16, lr: 5.01e-04 2022-11-23 13:44:58,331 INFO [train.py:818] (3/4) Epoch 11, batch 3350, loss[loss=0.1016, over 7260.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.06293, over 30.00 utterances.], tot_loss[loss=0.09622, over 1464414.04 frames. utt_duration=1251 frames, utt_pad_proportion=0.05624, over 4688.21 utterances.], batch size: 30, lr: 5.00e-04 2022-11-23 13:45:36,046 INFO [train.py:818] (3/4) Epoch 11, batch 3400, loss[loss=0.09806, over 7251.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03958, over 27.00 utterances.], tot_loss[loss=0.09672, over 1463832.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.04947, over 4623.59 utterances.], batch size: 27, lr: 5.00e-04 2022-11-23 13:46:10,467 INFO [train.py:818] (3/4) Epoch 11, batch 3450, loss[loss=0.1448, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005859, over 21.00 utterances.], tot_loss[loss=0.09651, over 1463800.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.04331, over 4541.22 utterances.], batch size: 21, lr: 5.00e-04 2022-11-23 13:46:48,549 INFO [train.py:818] (3/4) Epoch 11, batch 3500, loss[loss=0.08341, over 7180.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.009167, over 18.00 utterances.], tot_loss[loss=0.09604, over 1464640.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.05051, over 4627.33 utterances.], batch size: 18, lr: 5.00e-04 2022-11-23 13:47:25,131 INFO [train.py:818] (3/4) Epoch 11, batch 3550, loss[loss=0.1059, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.096, over 1465778.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05387, over 4648.28 utterances.], batch size: 21, lr: 5.00e-04 2022-11-23 13:48:02,026 INFO [train.py:818] (3/4) Epoch 11, batch 3600, loss[loss=0.0996, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009622, over 22.00 utterances.], tot_loss[loss=0.0971, over 1465765.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.06516, over 4733.65 utterances.], batch size: 22, lr: 5.00e-04 2022-11-23 13:48:39,693 INFO [train.py:818] (3/4) Epoch 11, batch 3650, loss[loss=0.08566, over 7372.00 frames. utt_duration=777.9 frames, utt_pad_proportion=0.117, over 38.00 utterances.], tot_loss[loss=0.09657, over 1464971.27 frames. utt_duration=1225 frames, utt_pad_proportion=0.06975, over 4788.89 utterances.], batch size: 38, lr: 5.00e-04 2022-11-23 13:49:16,031 INFO [train.py:818] (3/4) Epoch 11, batch 3700, loss[loss=0.0701, over 7211.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004345, over 20.00 utterances.], tot_loss[loss=0.09621, over 1465184.94 frames. utt_duration=1229 frames, utt_pad_proportion=0.06505, over 4772.55 utterances.], batch size: 20, lr: 5.00e-04 2022-11-23 13:49:51,928 INFO [train.py:818] (3/4) Epoch 11, batch 3750, loss[loss=0.0622, over 7467.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00892, over 17.00 utterances.], tot_loss[loss=0.0949, over 1464098.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.0596, over 4711.26 utterances.], batch size: 17, lr: 4.99e-04 2022-11-23 13:50:29,883 INFO [train.py:818] (3/4) Epoch 11, batch 3800, loss[loss=0.06719, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005526, over 19.00 utterances.], tot_loss[loss=0.09384, over 1464353.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.058, over 4658.34 utterances.], batch size: 19, lr: 4.99e-04 2022-11-23 13:51:06,433 INFO [train.py:818] (3/4) Epoch 11, batch 3850, loss[loss=0.1242, over 7485.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.06158, over 31.00 utterances.], tot_loss[loss=0.09467, over 1464683.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05855, over 4664.06 utterances.], batch size: 31, lr: 4.99e-04 2022-11-23 13:51:41,759 INFO [train.py:818] (3/4) Epoch 11, batch 3900, loss[loss=0.1272, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006388, over 22.00 utterances.], tot_loss[loss=0.09589, over 1464700.64 frames. utt_duration=1282 frames, utt_pad_proportion=0.05076, over 4575.82 utterances.], batch size: 22, lr: 4.99e-04 2022-11-23 13:52:20,487 INFO [train.py:818] (3/4) Epoch 11, batch 3950, loss[loss=0.09053, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007129, over 22.00 utterances.], tot_loss[loss=0.09667, over 1465252.08 frames. utt_duration=1229 frames, utt_pad_proportion=0.0679, over 4776.05 utterances.], batch size: 22, lr: 4.99e-04 2022-11-23 13:52:56,049 INFO [train.py:818] (3/4) Epoch 11, batch 4000, loss[loss=0.07853, over 7475.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005184, over 21.00 utterances.], tot_loss[loss=0.09534, over 1465413.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05816, over 4645.33 utterances.], batch size: 21, lr: 4.99e-04 2022-11-23 13:53:31,224 INFO [train.py:818] (3/4) Epoch 11, batch 4050, loss[loss=0.08095, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.006898, over 19.00 utterances.], tot_loss[loss=0.09527, over 1464871.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05629, over 4625.08 utterances.], batch size: 19, lr: 4.99e-04 2022-11-23 13:54:10,974 INFO [train.py:818] (3/4) Epoch 11, batch 4100, loss[loss=0.09977, over 7354.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007847, over 23.00 utterances.], tot_loss[loss=0.09588, over 1464947.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06798, over 4762.13 utterances.], batch size: 23, lr: 4.98e-04 2022-11-23 13:54:46,527 INFO [train.py:818] (3/4) Epoch 11, batch 4150, loss[loss=0.1295, over 7478.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02627, over 26.00 utterances.], tot_loss[loss=0.09673, over 1464459.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06547, over 4715.67 utterances.], batch size: 26, lr: 4.98e-04 2022-11-23 13:55:22,438 INFO [train.py:818] (3/4) Epoch 11, batch 4200, loss[loss=0.1476, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005853, over 21.00 utterances.], tot_loss[loss=0.09887, over 1464960.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.05664, over 4602.13 utterances.], batch size: 21, lr: 4.98e-04 2022-11-23 13:56:00,048 INFO [train.py:818] (3/4) Epoch 11, batch 4250, loss[loss=0.1212, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0137, over 24.00 utterances.], tot_loss[loss=0.1017, over 1465007.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.05375, over 4585.88 utterances.], batch size: 24, lr: 4.98e-04 2022-11-23 13:56:35,524 INFO [train.py:818] (3/4) Epoch 11, batch 4300, loss[loss=0.1623, over 7190.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.00477, over 22.00 utterances.], tot_loss[loss=0.1036, over 1464530.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05468, over 4597.99 utterances.], batch size: 22, lr: 4.98e-04 2022-11-23 13:57:13,447 INFO [train.py:818] (3/4) Epoch 11, batch 4350, loss[loss=0.1236, over 7332.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03163, over 27.00 utterances.], tot_loss[loss=0.1069, over 1465197.36 frames. utt_duration=1239 frames, utt_pad_proportion=0.06451, over 4737.05 utterances.], batch size: 27, lr: 4.98e-04 2022-11-23 13:57:50,540 INFO [train.py:818] (3/4) Epoch 11, batch 4400, loss[loss=0.1196, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006388, over 22.00 utterances.], tot_loss[loss=0.1094, over 1466185.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.06473, over 4719.34 utterances.], batch size: 22, lr: 4.98e-04 2022-11-23 13:58:26,047 INFO [train.py:818] (3/4) Epoch 11, batch 4450, loss[loss=0.1272, over 7358.00 frames. utt_duration=756.3 frames, utt_pad_proportion=0.1367, over 39.00 utterances.], tot_loss[loss=0.1118, over 1465369.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06329, over 4699.60 utterances.], batch size: 39, lr: 4.98e-04 2022-11-23 13:59:03,528 INFO [train.py:818] (3/4) Epoch 11, batch 4500, loss[loss=0.1139, over 7302.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03529, over 27.00 utterances.], tot_loss[loss=0.1118, over 1465694.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.05474, over 4595.62 utterances.], batch size: 27, lr: 4.97e-04 2022-11-23 13:59:39,721 INFO [train.py:818] (3/4) Epoch 11, batch 4550, loss[loss=0.1228, over 7303.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03347, over 27.00 utterances.], tot_loss[loss=0.1124, over 1465450.51 frames. utt_duration=1287 frames, utt_pad_proportion=0.05419, over 4559.08 utterances.], batch size: 27, lr: 4.97e-04 2022-11-23 14:00:16,472 INFO [train.py:818] (3/4) Epoch 11, batch 4600, loss[loss=0.1387, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005273, over 19.00 utterances.], tot_loss[loss=0.1159, over 1465198.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06243, over 4693.60 utterances.], batch size: 19, lr: 4.97e-04 2022-11-23 14:00:53,229 INFO [train.py:818] (3/4) Epoch 11, batch 4650, loss[loss=0.07264, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 18.00 utterances.], tot_loss[loss=0.1194, over 1464273.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.05773, over 4649.84 utterances.], batch size: 18, lr: 4.97e-04 2022-11-23 14:01:29,836 INFO [train.py:818] (3/4) Epoch 11, batch 4700, loss[loss=0.104, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008531, over 18.00 utterances.], tot_loss[loss=0.1204, over 1464708.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05612, over 4667.33 utterances.], batch size: 18, lr: 4.97e-04 2022-11-23 14:02:06,188 INFO [train.py:818] (3/4) Epoch 11, batch 4750, loss[loss=0.1176, over 7479.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01324, over 24.00 utterances.], tot_loss[loss=0.1214, over 1465079.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.05808, over 4675.86 utterances.], batch size: 24, lr: 4.97e-04 2022-11-23 14:02:43,797 INFO [train.py:818] (3/4) Epoch 11, batch 4800, loss[loss=0.09775, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.003985, over 20.00 utterances.], tot_loss[loss=0.1218, over 1464850.42 frames. utt_duration=1273 frames, utt_pad_proportion=0.05118, over 4606.94 utterances.], batch size: 20, lr: 4.97e-04 2022-11-23 14:03:19,967 INFO [train.py:818] (3/4) Epoch 11, batch 4850, loss[loss=0.1246, over 7433.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.0702, over 31.00 utterances.], tot_loss[loss=0.1207, over 1465582.36 frames. utt_duration=1287 frames, utt_pad_proportion=0.04916, over 4561.30 utterances.], batch size: 31, lr: 4.96e-04 2022-11-23 14:03:56,311 INFO [train.py:818] (3/4) Epoch 11, batch 4900, loss[loss=0.1511, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005393, over 22.00 utterances.], tot_loss[loss=0.1233, over 1464758.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05409, over 4632.47 utterances.], batch size: 22, lr: 4.96e-04 2022-11-23 14:04:35,209 INFO [train.py:818] (3/4) Epoch 11, batch 4950, loss[loss=0.135, over 7256.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.0379, over 27.00 utterances.], tot_loss[loss=0.123, over 1464435.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.056, over 4636.20 utterances.], batch size: 27, lr: 4.96e-04 2022-11-23 14:05:12,205 INFO [train.py:818] (3/4) Epoch 11, batch 5000, loss[loss=0.1286, over 7462.00 frames. utt_duration=767 frames, utt_pad_proportion=0.1284, over 39.00 utterances.], tot_loss[loss=0.1231, over 1465662.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05754, over 4697.26 utterances.], batch size: 39, lr: 4.96e-04 2022-11-23 14:05:50,471 INFO [train.py:818] (3/4) Epoch 11, batch 5050, loss[loss=0.1089, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005935, over 21.00 utterances.], tot_loss[loss=0.122, over 1466712.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05451, over 4651.48 utterances.], batch size: 21, lr: 4.96e-04 2022-11-23 14:06:28,982 INFO [train.py:818] (3/4) Epoch 11, batch 5100, loss[loss=0.1429, over 7418.00 frames. utt_duration=958.7 frames, utt_pad_proportion=0.06918, over 31.00 utterances.], tot_loss[loss=0.1229, over 1466464.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.06258, over 4761.73 utterances.], batch size: 31, lr: 4.96e-04 2022-11-23 14:07:06,081 INFO [train.py:818] (3/4) Epoch 11, batch 5150, loss[loss=0.1138, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007685, over 18.00 utterances.], tot_loss[loss=0.122, over 1465666.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06674, over 4780.05 utterances.], batch size: 18, lr: 4.96e-04 2022-11-23 14:07:44,534 INFO [train.py:818] (3/4) Epoch 11, batch 5200, loss[loss=0.1708, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007434, over 22.00 utterances.], tot_loss[loss=0.1219, over 1465330.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.06238, over 4746.16 utterances.], batch size: 22, lr: 4.96e-04 2022-11-23 14:08:19,416 INFO [train.py:818] (3/4) Epoch 11, batch 5250, loss[loss=0.09216, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007453, over 22.00 utterances.], tot_loss[loss=0.1209, over 1465056.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05505, over 4661.29 utterances.], batch size: 22, lr: 4.95e-04 2022-11-23 14:08:55,029 INFO [train.py:818] (3/4) Epoch 11, batch 5300, loss[loss=0.09789, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.122, over 1464747.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.05037, over 4578.46 utterances.], batch size: 21, lr: 4.95e-04 2022-11-23 14:09:34,021 INFO [train.py:818] (3/4) Epoch 11, batch 5350, loss[loss=0.1211, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006452, over 20.00 utterances.], tot_loss[loss=0.1226, over 1465321.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.06239, over 4700.18 utterances.], batch size: 20, lr: 4.95e-04 2022-11-23 14:10:09,558 INFO [train.py:818] (3/4) Epoch 11, batch 5400, loss[loss=0.132, over 7187.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006112, over 21.00 utterances.], tot_loss[loss=0.1234, over 1465376.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.05357, over 4587.74 utterances.], batch size: 21, lr: 4.95e-04 2022-11-23 14:10:46,061 INFO [train.py:818] (3/4) Epoch 11, batch 5450, loss[loss=0.1406, over 7258.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.05779, over 30.00 utterances.], tot_loss[loss=0.1214, over 1467068.55 frames. utt_duration=1276 frames, utt_pad_proportion=0.04973, over 4603.67 utterances.], batch size: 30, lr: 4.95e-04 2022-11-23 14:11:22,804 INFO [train.py:818] (3/4) Epoch 11, batch 5500, loss[loss=0.1247, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004693, over 20.00 utterances.], tot_loss[loss=0.1197, over 1465961.41 frames. utt_duration=1297 frames, utt_pad_proportion=0.04317, over 4525.43 utterances.], batch size: 20, lr: 4.95e-04 2022-11-23 14:11:59,802 INFO [train.py:818] (3/4) Epoch 11, batch 5550, loss[loss=0.1308, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007689, over 18.00 utterances.], tot_loss[loss=0.1206, over 1466460.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.05765, over 4677.81 utterances.], batch size: 18, lr: 4.95e-04 2022-11-23 14:12:38,264 INFO [train.py:818] (3/4) Epoch 11, batch 5600, loss[loss=0.1197, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005542, over 19.00 utterances.], tot_loss[loss=0.1189, over 1467098.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.0596, over 4701.64 utterances.], batch size: 19, lr: 4.95e-04 2022-11-23 14:13:15,136 INFO [train.py:818] (3/4) Epoch 11, batch 5650, loss[loss=0.1228, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008864, over 23.00 utterances.], tot_loss[loss=0.1192, over 1467376.93 frames. utt_duration=1212 frames, utt_pad_proportion=0.06811, over 4850.49 utterances.], batch size: 23, lr: 4.94e-04 2022-11-23 14:13:50,647 INFO [train.py:818] (3/4) Epoch 11, batch 5700, loss[loss=0.1006, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00761, over 22.00 utterances.], tot_loss[loss=0.1198, over 1466714.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.05844, over 4755.31 utterances.], batch size: 22, lr: 4.94e-04 2022-11-23 14:14:28,725 INFO [train.py:818] (3/4) Epoch 11, batch 5750, loss[loss=0.07759, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00631, over 19.00 utterances.], tot_loss[loss=0.1201, over 1466495.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06295, over 4772.07 utterances.], batch size: 19, lr: 4.94e-04 2022-11-23 14:15:06,332 INFO [train.py:818] (3/4) Epoch 11, batch 5800, loss[loss=0.1276, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005478, over 20.00 utterances.], tot_loss[loss=0.1203, over 1467345.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.06765, over 4838.59 utterances.], batch size: 20, lr: 4.94e-04 2022-11-23 14:15:42,882 INFO [train.py:818] (3/4) Epoch 11, batch 5850, loss[loss=0.1381, over 7433.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008032, over 18.00 utterances.], tot_loss[loss=0.1225, over 1467607.10 frames. utt_duration=1196 frames, utt_pad_proportion=0.07481, over 4913.57 utterances.], batch size: 18, lr: 4.94e-04 2022-11-23 14:16:21,042 INFO [train.py:818] (3/4) Epoch 11, batch 5900, loss[loss=0.1259, over 7321.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.1459, over 39.00 utterances.], tot_loss[loss=0.1221, over 1466131.63 frames. utt_duration=1191 frames, utt_pad_proportion=0.07779, over 4931.71 utterances.], batch size: 39, lr: 4.94e-04 2022-11-23 14:16:56,437 INFO [train.py:818] (3/4) Epoch 11, batch 5950, loss[loss=0.2127, over 7429.00 frames. utt_duration=420.2 frames, utt_pad_proportion=0.3425, over 71.00 utterances.], tot_loss[loss=0.122, over 1464699.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06976, over 4814.39 utterances.], batch size: 71, lr: 4.94e-04 2022-11-23 14:17:34,537 INFO [train.py:818] (3/4) Epoch 11, batch 6000, loss[loss=0.07463, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005001, over 19.00 utterances.], tot_loss[loss=0.1228, over 1465398.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.06885, over 4829.91 utterances.], batch size: 19, lr: 4.93e-04 2022-11-23 14:17:34,537 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 14:17:54,612 INFO [train.py:847] (3/4) Epoch 11, validation: loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 14:18:30,546 INFO [train.py:818] (3/4) Epoch 11, batch 6050, loss[loss=0.1316, over 7375.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006125, over 21.00 utterances.], tot_loss[loss=0.1207, over 1466120.55 frames. utt_duration=1230 frames, utt_pad_proportion=0.06427, over 4773.20 utterances.], batch size: 21, lr: 4.93e-04 2022-11-23 14:19:07,667 INFO [train.py:818] (3/4) Epoch 11, batch 6100, loss[loss=0.1798, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00647, over 20.00 utterances.], tot_loss[loss=0.1218, over 1465845.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06315, over 4766.48 utterances.], batch size: 20, lr: 4.93e-04 2022-11-23 14:19:46,256 INFO [train.py:818] (3/4) Epoch 11, batch 6150, loss[loss=0.1621, over 7359.00 frames. utt_duration=415.9 frames, utt_pad_proportion=0.3512, over 71.00 utterances.], tot_loss[loss=0.1204, over 1466715.98 frames. utt_duration=1214 frames, utt_pad_proportion=0.0705, over 4838.31 utterances.], batch size: 71, lr: 4.93e-04 2022-11-23 14:20:23,161 INFO [train.py:818] (3/4) Epoch 11, batch 6200, loss[loss=0.1092, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005832, over 20.00 utterances.], tot_loss[loss=0.1201, over 1467824.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.07686, over 4939.46 utterances.], batch size: 20, lr: 4.93e-04 2022-11-23 14:21:00,540 INFO [train.py:818] (3/4) Epoch 11, batch 6250, loss[loss=0.09077, over 7295.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.009259, over 18.00 utterances.], tot_loss[loss=0.1192, over 1468098.91 frames. utt_duration=1202 frames, utt_pad_proportion=0.07331, over 4891.52 utterances.], batch size: 18, lr: 4.93e-04 2022-11-23 14:21:37,752 INFO [train.py:818] (3/4) Epoch 11, batch 6300, loss[loss=0.09844, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01331, over 24.00 utterances.], tot_loss[loss=0.12, over 1467044.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07459, over 4891.83 utterances.], batch size: 24, lr: 4.93e-04 2022-11-23 14:22:13,573 INFO [train.py:818] (3/4) Epoch 11, batch 6350, loss[loss=0.1098, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006954, over 21.00 utterances.], tot_loss[loss=0.1194, over 1467985.36 frames. utt_duration=1208 frames, utt_pad_proportion=0.07418, over 4867.11 utterances.], batch size: 21, lr: 4.93e-04 2022-11-23 14:22:52,285 INFO [train.py:818] (3/4) Epoch 11, batch 6400, loss[loss=0.1943, over 7458.00 frames. utt_duration=410 frames, utt_pad_proportion=0.3613, over 73.00 utterances.], tot_loss[loss=0.1181, over 1468443.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.07104, over 4797.94 utterances.], batch size: 73, lr: 4.92e-04 2022-11-23 14:23:29,272 INFO [train.py:818] (3/4) Epoch 11, batch 6450, loss[loss=0.1111, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009052, over 23.00 utterances.], tot_loss[loss=0.1183, over 1467722.20 frames. utt_duration=1247 frames, utt_pad_proportion=0.06268, over 4714.32 utterances.], batch size: 23, lr: 4.92e-04 2022-11-23 14:24:07,137 INFO [train.py:818] (3/4) Epoch 11, batch 6500, loss[loss=0.126, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006586, over 22.00 utterances.], tot_loss[loss=0.1185, over 1467488.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.07116, over 4825.88 utterances.], batch size: 22, lr: 4.92e-04 2022-11-23 14:24:44,264 INFO [train.py:818] (3/4) Epoch 11, batch 6550, loss[loss=0.09612, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00935, over 18.00 utterances.], tot_loss[loss=0.1182, over 1466549.03 frames. utt_duration=1210 frames, utt_pad_proportion=0.07212, over 4853.59 utterances.], batch size: 18, lr: 4.92e-04 2022-11-23 14:25:20,775 INFO [train.py:818] (3/4) Epoch 11, batch 6600, loss[loss=0.1536, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006118, over 18.00 utterances.], tot_loss[loss=0.119, over 1467756.59 frames. utt_duration=1209 frames, utt_pad_proportion=0.07366, over 4862.56 utterances.], batch size: 18, lr: 4.92e-04 2022-11-23 14:25:57,942 INFO [train.py:818] (3/4) Epoch 11, batch 6650, loss[loss=0.1112, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005477, over 19.00 utterances.], tot_loss[loss=0.1181, over 1467083.73 frames. utt_duration=1213 frames, utt_pad_proportion=0.07511, over 4845.32 utterances.], batch size: 19, lr: 4.92e-04 2022-11-23 14:26:36,077 INFO [train.py:818] (3/4) Epoch 11, batch 6700, loss[loss=0.1016, over 7231.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02069, over 25.00 utterances.], tot_loss[loss=0.118, over 1467849.35 frames. utt_duration=1222 frames, utt_pad_proportion=0.07152, over 4810.58 utterances.], batch size: 25, lr: 4.92e-04 2022-11-23 14:27:11,824 INFO [train.py:818] (3/4) Epoch 11, batch 6750, loss[loss=0.1124, over 7327.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006771, over 18.00 utterances.], tot_loss[loss=0.1191, over 1467352.28 frames. utt_duration=1200 frames, utt_pad_proportion=0.07501, over 4898.27 utterances.], batch size: 18, lr: 4.92e-04 2022-11-23 14:27:48,634 INFO [train.py:818] (3/4) Epoch 11, batch 6800, loss[loss=0.09319, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004506, over 19.00 utterances.], tot_loss[loss=0.1185, over 1466360.89 frames. utt_duration=1228 frames, utt_pad_proportion=0.06441, over 4783.41 utterances.], batch size: 19, lr: 4.91e-04 2022-11-23 14:28:24,399 INFO [train.py:818] (3/4) Epoch 11, batch 6850, loss[loss=0.1452, over 7106.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005314, over 18.00 utterances.], tot_loss[loss=0.1188, over 1466331.55 frames. utt_duration=1224 frames, utt_pad_proportion=0.06434, over 4796.02 utterances.], batch size: 18, lr: 4.91e-04 2022-11-23 14:29:00,792 INFO [train.py:818] (3/4) Epoch 11, batch 6900, loss[loss=0.1519, over 7445.00 frames. utt_duration=1147 frames, utt_pad_proportion=0.02797, over 26.00 utterances.], tot_loss[loss=0.1198, over 1466751.74 frames. utt_duration=1204 frames, utt_pad_proportion=0.07097, over 4878.33 utterances.], batch size: 26, lr: 4.91e-04 2022-11-23 14:29:39,093 INFO [train.py:818] (3/4) Epoch 11, batch 6950, loss[loss=0.09766, over 7244.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04218, over 16.00 utterances.], tot_loss[loss=0.1203, over 1467224.07 frames. utt_duration=1169 frames, utt_pad_proportion=0.08509, over 5025.58 utterances.], batch size: 16, lr: 4.91e-04 2022-11-23 14:30:16,241 INFO [train.py:818] (3/4) Epoch 11, batch 7000, loss[loss=0.1125, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005112, over 20.00 utterances.], tot_loss[loss=0.1201, over 1466928.24 frames. utt_duration=1179 frames, utt_pad_proportion=0.08368, over 4985.11 utterances.], batch size: 20, lr: 4.91e-04 2022-11-23 14:30:52,413 INFO [train.py:818] (3/4) Epoch 11, batch 7050, loss[loss=0.1084, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.003924, over 21.00 utterances.], tot_loss[loss=0.1198, over 1467337.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.07145, over 4828.85 utterances.], batch size: 21, lr: 4.91e-04 2022-11-23 14:31:42,401 INFO [train.py:818] (3/4) Epoch 11, batch 7100, loss[loss=0.1386, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005817, over 20.00 utterances.], tot_loss[loss=0.1199, over 1467747.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.06946, over 4809.39 utterances.], batch size: 20, lr: 4.91e-04 2022-11-23 14:32:17,791 INFO [train.py:818] (3/4) Epoch 11, batch 7150, loss[loss=0.1191, over 7443.00 frames. utt_duration=961.9 frames, utt_pad_proportion=0.06969, over 31.00 utterances.], tot_loss[loss=0.1187, over 1468668.21 frames. utt_duration=1208 frames, utt_pad_proportion=0.07282, over 4869.58 utterances.], batch size: 31, lr: 4.91e-04 2022-11-23 14:32:55,068 INFO [train.py:818] (3/4) Epoch 11, batch 7200, loss[loss=0.09986, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01315, over 24.00 utterances.], tot_loss[loss=0.119, over 1468314.43 frames. utt_duration=1209 frames, utt_pad_proportion=0.07064, over 4862.62 utterances.], batch size: 24, lr: 4.90e-04 2022-11-23 14:33:32,590 INFO [train.py:818] (3/4) Epoch 11, batch 7250, loss[loss=0.08789, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009211, over 17.00 utterances.], tot_loss[loss=0.1175, over 1467790.64 frames. utt_duration=1222 frames, utt_pad_proportion=0.0656, over 4812.39 utterances.], batch size: 17, lr: 4.90e-04 2022-11-23 14:34:08,772 INFO [train.py:818] (3/4) Epoch 11, batch 7300, loss[loss=0.1232, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007036, over 19.00 utterances.], tot_loss[loss=0.1174, over 1466137.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.06755, over 4810.99 utterances.], batch size: 19, lr: 4.90e-04 2022-11-23 14:34:46,977 INFO [train.py:818] (3/4) Epoch 11, batch 7350, loss[loss=0.08884, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009021, over 17.00 utterances.], tot_loss[loss=0.1185, over 1465776.67 frames. utt_duration=1195 frames, utt_pad_proportion=0.07318, over 4912.93 utterances.], batch size: 17, lr: 4.90e-04 2022-11-23 14:35:25,288 INFO [train.py:818] (3/4) Epoch 11, batch 7400, loss[loss=0.1288, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007303, over 18.00 utterances.], tot_loss[loss=0.1184, over 1467605.49 frames. utt_duration=1187 frames, utt_pad_proportion=0.07751, over 4952.85 utterances.], batch size: 18, lr: 4.90e-04 2022-11-23 14:36:01,712 INFO [train.py:818] (3/4) Epoch 11, batch 7450, loss[loss=0.1082, over 7313.00 frames. utt_duration=1541 frames, utt_pad_proportion=0.003674, over 19.00 utterances.], tot_loss[loss=0.1174, over 1467764.81 frames. utt_duration=1202 frames, utt_pad_proportion=0.07455, over 4888.93 utterances.], batch size: 19, lr: 4.90e-04 2022-11-23 14:36:39,780 INFO [train.py:818] (3/4) Epoch 11, batch 7500, loss[loss=0.07213, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009039, over 18.00 utterances.], tot_loss[loss=0.1168, over 1466970.25 frames. utt_duration=1185 frames, utt_pad_proportion=0.07601, over 4957.51 utterances.], batch size: 18, lr: 4.90e-04 2022-11-23 14:37:15,153 INFO [train.py:818] (3/4) Epoch 11, batch 7550, loss[loss=0.1061, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006404, over 21.00 utterances.], tot_loss[loss=0.1152, over 1467810.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.07304, over 4870.30 utterances.], batch size: 21, lr: 4.90e-04 2022-11-23 14:37:53,744 INFO [train.py:818] (3/4) Epoch 11, batch 7600, loss[loss=0.07323, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007932, over 18.00 utterances.], tot_loss[loss=0.114, over 1467913.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.0698, over 4821.86 utterances.], batch size: 18, lr: 4.89e-04 2022-11-23 14:38:30,919 INFO [train.py:818] (3/4) Epoch 11, batch 7650, loss[loss=0.1009, over 7491.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01114, over 24.00 utterances.], tot_loss[loss=0.1129, over 1467660.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06746, over 4795.90 utterances.], batch size: 24, lr: 4.89e-04 2022-11-23 14:39:07,671 INFO [train.py:818] (3/4) Epoch 11, batch 7700, loss[loss=0.1108, over 7297.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004292, over 21.00 utterances.], tot_loss[loss=0.1133, over 1466145.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.05975, over 4739.89 utterances.], batch size: 21, lr: 4.89e-04 2022-11-23 14:39:45,349 INFO [train.py:818] (3/4) Epoch 11, batch 7750, loss[loss=0.105, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006703, over 18.00 utterances.], tot_loss[loss=0.1142, over 1467036.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05392, over 4676.40 utterances.], batch size: 18, lr: 4.89e-04 2022-11-23 14:40:22,915 INFO [train.py:818] (3/4) Epoch 11, batch 7800, loss[loss=0.05677, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005519, over 21.00 utterances.], tot_loss[loss=0.1149, over 1466864.37 frames. utt_duration=1238 frames, utt_pad_proportion=0.05981, over 4744.86 utterances.], batch size: 21, lr: 4.89e-04 2022-11-23 14:40:59,829 INFO [train.py:818] (3/4) Epoch 11, batch 7850, loss[loss=0.09941, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007272, over 18.00 utterances.], tot_loss[loss=0.1146, over 1465983.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.0596, over 4716.03 utterances.], batch size: 18, lr: 4.89e-04 2022-11-23 14:41:38,865 INFO [train.py:818] (3/4) Epoch 11, batch 7900, loss[loss=0.1746, over 7412.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.3572, over 73.00 utterances.], tot_loss[loss=0.1144, over 1465017.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.06058, over 4724.36 utterances.], batch size: 73, lr: 4.89e-04 2022-11-23 14:42:15,929 INFO [train.py:818] (3/4) Epoch 11, batch 7950, loss[loss=0.1073, over 7478.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02545, over 26.00 utterances.], tot_loss[loss=0.1143, over 1464923.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06112, over 4743.75 utterances.], batch size: 26, lr: 4.89e-04 2022-11-23 14:42:54,133 INFO [train.py:818] (3/4) Epoch 11, batch 8000, loss[loss=0.1337, over 7177.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008863, over 22.00 utterances.], tot_loss[loss=0.1148, over 1464688.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.06208, over 4782.00 utterances.], batch size: 22, lr: 4.88e-04 2022-11-23 14:43:30,882 INFO [train.py:818] (3/4) Epoch 11, batch 8050, loss[loss=0.1293, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005786, over 20.00 utterances.], tot_loss[loss=0.1155, over 1465133.01 frames. utt_duration=1221 frames, utt_pad_proportion=0.0624, over 4805.79 utterances.], batch size: 20, lr: 4.88e-04 2022-11-23 14:44:07,397 INFO [train.py:818] (3/4) Epoch 11, batch 8100, loss[loss=0.1262, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00621, over 19.00 utterances.], tot_loss[loss=0.1164, over 1464822.34 frames. utt_duration=1190 frames, utt_pad_proportion=0.07026, over 4929.40 utterances.], batch size: 19, lr: 4.88e-04 2022-11-23 14:44:45,014 INFO [train.py:818] (3/4) Epoch 11, batch 8150, loss[loss=0.1234, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007168, over 18.00 utterances.], tot_loss[loss=0.1161, over 1464715.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.06893, over 4862.71 utterances.], batch size: 18, lr: 4.88e-04 2022-11-23 14:45:22,466 INFO [train.py:818] (3/4) Epoch 11, batch 8200, loss[loss=0.07496, over 7247.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.05432, over 16.00 utterances.], tot_loss[loss=0.1159, over 1464590.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06391, over 4786.20 utterances.], batch size: 16, lr: 4.88e-04 2022-11-23 14:45:58,673 INFO [train.py:818] (3/4) Epoch 11, batch 8250, loss[loss=0.1054, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00542, over 21.00 utterances.], tot_loss[loss=0.1166, over 1465958.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.06134, over 4759.44 utterances.], batch size: 21, lr: 4.88e-04 2022-11-23 14:46:36,545 INFO [train.py:818] (3/4) Epoch 11, batch 8300, loss[loss=0.1467, over 7269.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.02895, over 16.00 utterances.], tot_loss[loss=0.1169, over 1466251.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.06116, over 4745.18 utterances.], batch size: 16, lr: 4.88e-04 2022-11-23 14:47:12,322 INFO [train.py:818] (3/4) Epoch 11, batch 8350, loss[loss=0.1139, over 7453.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01534, over 24.00 utterances.], tot_loss[loss=0.1159, over 1466467.03 frames. utt_duration=1240 frames, utt_pad_proportion=0.0609, over 4736.62 utterances.], batch size: 24, lr: 4.87e-04 2022-11-23 14:47:49,109 INFO [train.py:818] (3/4) Epoch 11, batch 8400, loss[loss=0.1857, over 7474.00 frames. utt_duration=416.7 frames, utt_pad_proportion=0.3418, over 72.00 utterances.], tot_loss[loss=0.1162, over 1465837.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.06873, over 4816.61 utterances.], batch size: 72, lr: 4.87e-04 2022-11-23 14:48:27,984 INFO [train.py:818] (3/4) Epoch 11, batch 8450, loss[loss=0.08887, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 18.00 utterances.], tot_loss[loss=0.1159, over 1464778.56 frames. utt_duration=1225 frames, utt_pad_proportion=0.06737, over 4789.88 utterances.], batch size: 18, lr: 4.87e-04 2022-11-23 14:49:03,572 INFO [train.py:818] (3/4) Epoch 11, batch 8500, loss[loss=0.09255, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005412, over 20.00 utterances.], tot_loss[loss=0.1154, over 1464059.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05866, over 4680.30 utterances.], batch size: 20, lr: 4.87e-04 2022-11-23 14:49:39,774 INFO [train.py:818] (3/4) Epoch 11, batch 8550, loss[loss=0.107, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007065, over 18.00 utterances.], tot_loss[loss=0.115, over 1464076.89 frames. utt_duration=1262 frames, utt_pad_proportion=0.05572, over 4644.94 utterances.], batch size: 18, lr: 4.87e-04 2022-11-23 14:50:18,079 INFO [train.py:818] (3/4) Epoch 11, batch 8600, loss[loss=0.1511, over 7195.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00679, over 19.00 utterances.], tot_loss[loss=0.1154, over 1463576.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.05635, over 4654.80 utterances.], batch size: 19, lr: 4.87e-04 2022-11-23 14:50:54,822 INFO [train.py:818] (3/4) Epoch 11, batch 8650, loss[loss=0.1376, over 7289.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.007915, over 22.00 utterances.], tot_loss[loss=0.1158, over 1464095.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.07178, over 4853.12 utterances.], batch size: 22, lr: 4.87e-04 2022-11-23 14:51:29,923 INFO [train.py:818] (3/4) Epoch 11, batch 8700, loss[loss=0.09515, over 7160.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008473, over 17.00 utterances.], tot_loss[loss=0.115, over 1464762.74 frames. utt_duration=1236 frames, utt_pad_proportion=0.06428, over 4747.95 utterances.], batch size: 17, lr: 4.87e-04 2022-11-23 14:52:05,135 INFO [train.py:818] (3/4) Epoch 11, batch 8750, loss[loss=0.07389, over 7486.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007353, over 19.00 utterances.], tot_loss[loss=0.1144, over 1465909.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.06073, over 4737.26 utterances.], batch size: 19, lr: 4.87e-04 2022-11-23 14:52:41,575 INFO [train.py:818] (3/4) Epoch 11, batch 8800, loss[loss=0.115, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007055, over 23.00 utterances.], tot_loss[loss=0.1152, over 1466103.64 frames. utt_duration=1210 frames, utt_pad_proportion=0.06995, over 4852.09 utterances.], batch size: 23, lr: 4.86e-04 2022-11-23 14:53:17,254 INFO [train.py:818] (3/4) Epoch 11, batch 8850, loss[loss=0.1326, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009175, over 23.00 utterances.], tot_loss[loss=0.1155, over 1465528.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06299, over 4757.59 utterances.], batch size: 23, lr: 4.86e-04 2022-11-23 14:54:39,799 INFO [train.py:818] (3/4) Epoch 12, batch 0, loss[loss=0.09089, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01036, over 17.00 utterances.], tot_loss[loss=0.09089, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01036, over 17.00 utterances.], batch size: 17, lr: 4.69e-04 2022-11-23 14:55:16,185 INFO [train.py:818] (3/4) Epoch 12, batch 50, loss[loss=0.1311, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007258, over 17.00 utterances.], tot_loss[loss=0.1068, over 330141.35 frames. utt_duration=1164 frames, utt_pad_proportion=0.09361, over 1135.78 utterances.], batch size: 17, lr: 4.69e-04 2022-11-23 14:55:54,475 INFO [train.py:818] (3/4) Epoch 12, batch 100, loss[loss=0.09852, over 7184.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007386, over 22.00 utterances.], tot_loss[loss=0.09816, over 581398.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06809, over 1876.52 utterances.], batch size: 22, lr: 4.69e-04 2022-11-23 14:56:30,682 INFO [train.py:818] (3/4) Epoch 12, batch 150, loss[loss=0.07914, over 7232.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.02865, over 16.00 utterances.], tot_loss[loss=0.09716, over 778354.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06486, over 2516.96 utterances.], batch size: 16, lr: 4.69e-04 2022-11-23 14:57:06,526 INFO [train.py:818] (3/4) Epoch 12, batch 200, loss[loss=0.1178, over 7470.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], tot_loss[loss=0.09663, over 930525.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05538, over 2958.62 utterances.], batch size: 24, lr: 4.69e-04 2022-11-23 14:57:43,666 INFO [train.py:818] (3/4) Epoch 12, batch 250, loss[loss=0.09956, over 7455.00 frames. utt_duration=765.8 frames, utt_pad_proportion=0.1308, over 39.00 utterances.], tot_loss[loss=0.09597, over 1049555.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06365, over 3388.25 utterances.], batch size: 39, lr: 4.68e-04 2022-11-23 14:58:19,667 INFO [train.py:818] (3/4) Epoch 12, batch 300, loss[loss=0.06401, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008398, over 17.00 utterances.], tot_loss[loss=0.09417, over 1141833.41 frames. utt_duration=1281 frames, utt_pad_proportion=0.05193, over 3568.37 utterances.], batch size: 17, lr: 4.68e-04 2022-11-23 14:58:55,698 INFO [train.py:818] (3/4) Epoch 12, batch 350, loss[loss=0.0911, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007449, over 23.00 utterances.], tot_loss[loss=0.09294, over 1213792.04 frames. utt_duration=1259 frames, utt_pad_proportion=0.05634, over 3860.71 utterances.], batch size: 23, lr: 4.68e-04 2022-11-23 14:59:33,237 INFO [train.py:818] (3/4) Epoch 12, batch 400, loss[loss=0.07824, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004988, over 21.00 utterances.], tot_loss[loss=0.0911, over 1269502.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.05225, over 3959.28 utterances.], batch size: 21, lr: 4.68e-04 2022-11-23 15:00:09,316 INFO [train.py:818] (3/4) Epoch 12, batch 450, loss[loss=0.06122, over 7432.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01205, over 17.00 utterances.], tot_loss[loss=0.09025, over 1314274.51 frames. utt_duration=1307 frames, utt_pad_proportion=0.04345, over 4027.57 utterances.], batch size: 17, lr: 4.68e-04 2022-11-23 15:00:44,930 INFO [train.py:818] (3/4) Epoch 12, batch 500, loss[loss=0.06539, over 7206.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], tot_loss[loss=0.08921, over 1348629.32 frames. utt_duration=1304 frames, utt_pad_proportion=0.04538, over 4142.82 utterances.], batch size: 20, lr: 4.68e-04 2022-11-23 15:01:22,049 INFO [train.py:818] (3/4) Epoch 12, batch 550, loss[loss=0.09896, over 7178.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007904, over 22.00 utterances.], tot_loss[loss=0.09049, over 1375008.93 frames. utt_duration=1305 frames, utt_pad_proportion=0.04423, over 4218.78 utterances.], batch size: 22, lr: 4.68e-04 2022-11-23 15:01:58,146 INFO [train.py:818] (3/4) Epoch 12, batch 600, loss[loss=0.05793, over 7483.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004486, over 21.00 utterances.], tot_loss[loss=0.09128, over 1395404.06 frames. utt_duration=1279 frames, utt_pad_proportion=0.04861, over 4370.29 utterances.], batch size: 21, lr: 4.68e-04 2022-11-23 15:02:33,731 INFO [train.py:818] (3/4) Epoch 12, batch 650, loss[loss=0.06383, over 7356.00 frames. utt_duration=775.7 frames, utt_pad_proportion=0.1195, over 38.00 utterances.], tot_loss[loss=0.08991, over 1410818.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.04285, over 4371.56 utterances.], batch size: 38, lr: 4.67e-04 2022-11-23 15:03:10,913 INFO [train.py:818] (3/4) Epoch 12, batch 700, loss[loss=0.05632, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008991, over 17.00 utterances.], tot_loss[loss=0.08981, over 1420917.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.04273, over 4415.06 utterances.], batch size: 17, lr: 4.67e-04 2022-11-23 15:03:47,352 INFO [train.py:818] (3/4) Epoch 12, batch 750, loss[loss=0.1227, over 7300.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004462, over 21.00 utterances.], tot_loss[loss=0.09076, over 1431657.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05174, over 4536.17 utterances.], batch size: 21, lr: 4.67e-04 2022-11-23 15:04:24,005 INFO [train.py:818] (3/4) Epoch 12, batch 800, loss[loss=0.1074, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01588, over 24.00 utterances.], tot_loss[loss=0.09075, over 1439181.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.04891, over 4529.67 utterances.], batch size: 24, lr: 4.67e-04 2022-11-23 15:05:00,700 INFO [train.py:818] (3/4) Epoch 12, batch 850, loss[loss=0.06894, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.006965, over 18.00 utterances.], tot_loss[loss=0.09136, over 1444778.07 frames. utt_duration=1285 frames, utt_pad_proportion=0.04627, over 4504.15 utterances.], batch size: 18, lr: 4.67e-04 2022-11-23 15:05:36,626 INFO [train.py:818] (3/4) Epoch 12, batch 900, loss[loss=0.08798, over 7287.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009166, over 22.00 utterances.], tot_loss[loss=0.09077, over 1449823.66 frames. utt_duration=1281 frames, utt_pad_proportion=0.04728, over 4533.06 utterances.], batch size: 22, lr: 4.67e-04 2022-11-23 15:06:12,789 INFO [train.py:818] (3/4) Epoch 12, batch 950, loss[loss=0.06645, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007201, over 17.00 utterances.], tot_loss[loss=0.09143, over 1454302.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04502, over 4529.83 utterances.], batch size: 17, lr: 4.67e-04 2022-11-23 15:06:49,400 INFO [train.py:818] (3/4) Epoch 12, batch 1000, loss[loss=0.08003, over 7268.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.05839, over 30.00 utterances.], tot_loss[loss=0.09256, over 1456311.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.03969, over 4514.28 utterances.], batch size: 30, lr: 4.67e-04 2022-11-23 15:07:25,044 INFO [train.py:818] (3/4) Epoch 12, batch 1050, loss[loss=0.0523, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007548, over 18.00 utterances.], tot_loss[loss=0.09257, over 1458098.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.04758, over 4584.42 utterances.], batch size: 18, lr: 4.67e-04 2022-11-23 15:08:02,406 INFO [train.py:818] (3/4) Epoch 12, batch 1100, loss[loss=0.07214, over 7272.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.05303, over 16.00 utterances.], tot_loss[loss=0.09281, over 1458663.45 frames. utt_duration=1282 frames, utt_pad_proportion=0.04511, over 4556.45 utterances.], batch size: 16, lr: 4.66e-04 2022-11-23 15:08:39,314 INFO [train.py:818] (3/4) Epoch 12, batch 1150, loss[loss=0.08728, over 7283.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.004813, over 19.00 utterances.], tot_loss[loss=0.09228, over 1459767.88 frames. utt_duration=1303 frames, utt_pad_proportion=0.04028, over 4486.32 utterances.], batch size: 19, lr: 4.66e-04 2022-11-23 15:09:15,710 INFO [train.py:818] (3/4) Epoch 12, batch 1200, loss[loss=0.06413, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.004317, over 19.00 utterances.], tot_loss[loss=0.09364, over 1462586.05 frames. utt_duration=1300 frames, utt_pad_proportion=0.04185, over 4505.18 utterances.], batch size: 19, lr: 4.66e-04 2022-11-23 15:09:53,201 INFO [train.py:818] (3/4) Epoch 12, batch 1250, loss[loss=0.08076, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006243, over 19.00 utterances.], tot_loss[loss=0.09549, over 1463352.03 frames. utt_duration=1276 frames, utt_pad_proportion=0.05214, over 4593.27 utterances.], batch size: 19, lr: 4.66e-04 2022-11-23 15:10:30,813 INFO [train.py:818] (3/4) Epoch 12, batch 1300, loss[loss=0.1266, over 7331.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.3125, over 67.00 utterances.], tot_loss[loss=0.09638, over 1464408.34 frames. utt_duration=1226 frames, utt_pad_proportion=0.0659, over 4782.64 utterances.], batch size: 67, lr: 4.66e-04 2022-11-23 15:11:06,686 INFO [train.py:818] (3/4) Epoch 12, batch 1350, loss[loss=0.0795, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.02636, over 16.00 utterances.], tot_loss[loss=0.09698, over 1464248.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.06229, over 4737.41 utterances.], batch size: 16, lr: 4.66e-04 2022-11-23 15:11:44,251 INFO [train.py:818] (3/4) Epoch 12, batch 1400, loss[loss=0.08648, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005313, over 21.00 utterances.], tot_loss[loss=0.09627, over 1464743.75 frames. utt_duration=1232 frames, utt_pad_proportion=0.06644, over 4761.51 utterances.], batch size: 21, lr: 4.66e-04 2022-11-23 15:12:20,218 INFO [train.py:818] (3/4) Epoch 12, batch 1450, loss[loss=0.1009, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006294, over 19.00 utterances.], tot_loss[loss=0.09648, over 1465093.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05873, over 4673.68 utterances.], batch size: 19, lr: 4.66e-04 2022-11-23 15:12:56,488 INFO [train.py:818] (3/4) Epoch 12, batch 1500, loss[loss=0.07797, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.09662, over 1465244.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.0562, over 4644.35 utterances.], batch size: 22, lr: 4.65e-04 2022-11-23 15:13:33,199 INFO [train.py:818] (3/4) Epoch 12, batch 1550, loss[loss=0.1068, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007576, over 22.00 utterances.], tot_loss[loss=0.09689, over 1465880.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.04975, over 4613.88 utterances.], batch size: 22, lr: 4.65e-04 2022-11-23 15:14:10,214 INFO [train.py:818] (3/4) Epoch 12, batch 1600, loss[loss=0.08429, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006734, over 21.00 utterances.], tot_loss[loss=0.09506, over 1466023.64 frames. utt_duration=1289 frames, utt_pad_proportion=0.04919, over 4556.16 utterances.], batch size: 21, lr: 4.65e-04 2022-11-23 15:14:47,446 INFO [train.py:818] (3/4) Epoch 12, batch 1650, loss[loss=0.1169, over 7259.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.0571, over 30.00 utterances.], tot_loss[loss=0.09567, over 1465919.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.04842, over 4568.62 utterances.], batch size: 30, lr: 4.65e-04 2022-11-23 15:15:23,661 INFO [train.py:818] (3/4) Epoch 12, batch 1700, loss[loss=0.0815, over 7343.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009699, over 23.00 utterances.], tot_loss[loss=0.09514, over 1465494.22 frames. utt_duration=1285 frames, utt_pad_proportion=0.04788, over 4567.54 utterances.], batch size: 23, lr: 4.65e-04 2022-11-23 15:16:00,608 INFO [train.py:818] (3/4) Epoch 12, batch 1750, loss[loss=0.04902, over 7327.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.004952, over 18.00 utterances.], tot_loss[loss=0.09464, over 1464833.59 frames. utt_duration=1260 frames, utt_pad_proportion=0.05648, over 4654.42 utterances.], batch size: 18, lr: 4.65e-04 2022-11-23 15:16:37,862 INFO [train.py:818] (3/4) Epoch 12, batch 1800, loss[loss=0.08795, over 7241.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04078, over 16.00 utterances.], tot_loss[loss=0.09459, over 1464802.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05335, over 4634.76 utterances.], batch size: 16, lr: 4.65e-04 2022-11-23 15:17:14,779 INFO [train.py:818] (3/4) Epoch 12, batch 1850, loss[loss=0.1077, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005518, over 20.00 utterances.], tot_loss[loss=0.09466, over 1465886.43 frames. utt_duration=1275 frames, utt_pad_proportion=0.04967, over 4605.32 utterances.], batch size: 20, lr: 4.65e-04 2022-11-23 15:17:50,935 INFO [train.py:818] (3/4) Epoch 12, batch 1900, loss[loss=0.0819, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.005445, over 18.00 utterances.], tot_loss[loss=0.09621, over 1465862.40 frames. utt_duration=1248 frames, utt_pad_proportion=0.05808, over 4705.40 utterances.], batch size: 18, lr: 4.65e-04 2022-11-23 15:18:28,100 INFO [train.py:818] (3/4) Epoch 12, batch 1950, loss[loss=0.07867, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006923, over 18.00 utterances.], tot_loss[loss=0.09491, over 1465863.20 frames. utt_duration=1278 frames, utt_pad_proportion=0.05115, over 4594.95 utterances.], batch size: 18, lr: 4.64e-04 2022-11-23 15:19:04,790 INFO [train.py:818] (3/4) Epoch 12, batch 2000, loss[loss=0.08267, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006503, over 20.00 utterances.], tot_loss[loss=0.09623, over 1465376.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05267, over 4585.04 utterances.], batch size: 20, lr: 4.64e-04 2022-11-23 15:19:40,321 INFO [train.py:818] (3/4) Epoch 12, batch 2050, loss[loss=0.08398, over 7294.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.008961, over 17.00 utterances.], tot_loss[loss=0.09509, over 1465485.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05552, over 4631.17 utterances.], batch size: 17, lr: 4.64e-04 2022-11-23 15:20:17,672 INFO [train.py:818] (3/4) Epoch 12, batch 2100, loss[loss=0.07956, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007221, over 19.00 utterances.], tot_loss[loss=0.09448, over 1465390.57 frames. utt_duration=1290 frames, utt_pad_proportion=0.04843, over 4549.38 utterances.], batch size: 19, lr: 4.64e-04 2022-11-23 15:20:54,156 INFO [train.py:818] (3/4) Epoch 12, batch 2150, loss[loss=0.07921, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004846, over 21.00 utterances.], tot_loss[loss=0.09474, over 1466044.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05474, over 4655.48 utterances.], batch size: 21, lr: 4.64e-04 2022-11-23 15:21:30,136 INFO [train.py:818] (3/4) Epoch 12, batch 2200, loss[loss=0.08494, over 7211.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01625, over 24.00 utterances.], tot_loss[loss=0.09397, over 1464747.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05517, over 4677.15 utterances.], batch size: 24, lr: 4.64e-04 2022-11-23 15:22:07,922 INFO [train.py:818] (3/4) Epoch 12, batch 2250, loss[loss=0.1088, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006837, over 21.00 utterances.], tot_loss[loss=0.09471, over 1465435.28 frames. utt_duration=1250 frames, utt_pad_proportion=0.0572, over 4694.09 utterances.], batch size: 21, lr: 4.64e-04 2022-11-23 15:22:45,675 INFO [train.py:818] (3/4) Epoch 12, batch 2300, loss[loss=0.117, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00595, over 22.00 utterances.], tot_loss[loss=0.09434, over 1464853.73 frames. utt_duration=1278 frames, utt_pad_proportion=0.04993, over 4590.38 utterances.], batch size: 22, lr: 4.64e-04 2022-11-23 15:23:20,976 INFO [train.py:818] (3/4) Epoch 12, batch 2350, loss[loss=0.06352, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005795, over 21.00 utterances.], tot_loss[loss=0.093, over 1464089.23 frames. utt_duration=1301 frames, utt_pad_proportion=0.04275, over 4507.77 utterances.], batch size: 21, lr: 4.63e-04 2022-11-23 15:23:58,478 INFO [train.py:818] (3/4) Epoch 12, batch 2400, loss[loss=0.07525, over 7195.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006345, over 20.00 utterances.], tot_loss[loss=0.09428, over 1464915.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05055, over 4601.13 utterances.], batch size: 20, lr: 4.63e-04 2022-11-23 15:24:35,536 INFO [train.py:818] (3/4) Epoch 12, batch 2450, loss[loss=0.1195, over 7461.00 frames. utt_duration=428.1 frames, utt_pad_proportion=0.3332, over 70.00 utterances.], tot_loss[loss=0.09444, over 1465255.32 frames. utt_duration=1249 frames, utt_pad_proportion=0.05943, over 4696.78 utterances.], batch size: 70, lr: 4.63e-04 2022-11-23 15:25:11,114 INFO [train.py:818] (3/4) Epoch 12, batch 2500, loss[loss=0.1013, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005587, over 19.00 utterances.], tot_loss[loss=0.09457, over 1465378.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.05363, over 4645.34 utterances.], batch size: 19, lr: 4.63e-04 2022-11-23 15:25:47,744 INFO [train.py:818] (3/4) Epoch 12, batch 2550, loss[loss=0.05858, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01071, over 17.00 utterances.], tot_loss[loss=0.09378, over 1464711.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.04685, over 4546.72 utterances.], batch size: 17, lr: 4.63e-04 2022-11-23 15:26:24,737 INFO [train.py:818] (3/4) Epoch 12, batch 2600, loss[loss=0.1262, over 7490.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01189, over 24.00 utterances.], tot_loss[loss=0.09286, over 1463597.90 frames. utt_duration=1318 frames, utt_pad_proportion=0.04061, over 4446.95 utterances.], batch size: 24, lr: 4.63e-04 2022-11-23 15:27:00,609 INFO [train.py:818] (3/4) Epoch 12, batch 2650, loss[loss=0.0705, over 7135.00 frames. utt_duration=1680 frames, utt_pad_proportion=0.01207, over 17.00 utterances.], tot_loss[loss=0.09262, over 1463857.17 frames. utt_duration=1306 frames, utt_pad_proportion=0.04508, over 4487.10 utterances.], batch size: 17, lr: 4.63e-04 2022-11-23 15:27:37,261 INFO [train.py:818] (3/4) Epoch 12, batch 2700, loss[loss=0.07292, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01614, over 24.00 utterances.], tot_loss[loss=0.09244, over 1464045.44 frames. utt_duration=1318 frames, utt_pad_proportion=0.04026, over 4448.60 utterances.], batch size: 24, lr: 4.63e-04 2022-11-23 15:28:13,425 INFO [train.py:818] (3/4) Epoch 12, batch 2750, loss[loss=0.09281, over 7178.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007495, over 17.00 utterances.], tot_loss[loss=0.09264, over 1463566.43 frames. utt_duration=1313 frames, utt_pad_proportion=0.04138, over 4462.80 utterances.], batch size: 17, lr: 4.63e-04 2022-11-23 15:28:50,931 INFO [train.py:818] (3/4) Epoch 12, batch 2800, loss[loss=0.05895, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006591, over 18.00 utterances.], tot_loss[loss=0.09382, over 1463038.00 frames. utt_duration=1292 frames, utt_pad_proportion=0.0462, over 4534.75 utterances.], batch size: 18, lr: 4.62e-04 2022-11-23 15:29:28,508 INFO [train.py:818] (3/4) Epoch 12, batch 2850, loss[loss=0.09573, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009153, over 17.00 utterances.], tot_loss[loss=0.09506, over 1464368.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.0484, over 4583.05 utterances.], batch size: 17, lr: 4.62e-04 2022-11-23 15:30:04,669 INFO [train.py:818] (3/4) Epoch 12, batch 2900, loss[loss=0.1047, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004938, over 20.00 utterances.], tot_loss[loss=0.0946, over 1463781.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.04956, over 4582.95 utterances.], batch size: 20, lr: 4.62e-04 2022-11-23 15:30:41,175 INFO [train.py:818] (3/4) Epoch 12, batch 2950, loss[loss=0.09272, over 7481.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02693, over 26.00 utterances.], tot_loss[loss=0.09371, over 1463968.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05257, over 4618.47 utterances.], batch size: 26, lr: 4.62e-04 2022-11-23 15:31:18,705 INFO [train.py:818] (3/4) Epoch 12, batch 3000, loss[loss=0.093, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.09416, over 1465608.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.05422, over 4615.57 utterances.], batch size: 21, lr: 4.62e-04 2022-11-23 15:31:18,705 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 15:31:38,676 INFO [train.py:847] (3/4) Epoch 12, validation: loss=0.05558, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 15:32:15,358 INFO [train.py:818] (3/4) Epoch 12, batch 3050, loss[loss=0.09349, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004378, over 21.00 utterances.], tot_loss[loss=0.09544, over 1465427.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06662, over 4758.64 utterances.], batch size: 21, lr: 4.62e-04 2022-11-23 15:32:52,333 INFO [train.py:818] (3/4) Epoch 12, batch 3100, loss[loss=0.07048, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007895, over 17.00 utterances.], tot_loss[loss=0.09429, over 1465841.98 frames. utt_duration=1241 frames, utt_pad_proportion=0.06601, over 4731.70 utterances.], batch size: 17, lr: 4.62e-04 2022-11-23 15:33:27,906 INFO [train.py:818] (3/4) Epoch 12, batch 3150, loss[loss=0.09047, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005538, over 19.00 utterances.], tot_loss[loss=0.09357, over 1464762.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.06547, over 4727.60 utterances.], batch size: 19, lr: 4.62e-04 2022-11-23 15:34:05,596 INFO [train.py:818] (3/4) Epoch 12, batch 3200, loss[loss=0.1291, over 7428.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.006715, over 18.00 utterances.], tot_loss[loss=0.09372, over 1465847.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.06618, over 4732.79 utterances.], batch size: 18, lr: 4.62e-04 2022-11-23 15:34:42,092 INFO [train.py:818] (3/4) Epoch 12, batch 3250, loss[loss=0.1274, over 7237.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01981, over 25.00 utterances.], tot_loss[loss=0.09412, over 1465311.54 frames. utt_duration=1237 frames, utt_pad_proportion=0.06507, over 4744.00 utterances.], batch size: 25, lr: 4.61e-04 2022-11-23 15:35:18,346 INFO [train.py:818] (3/4) Epoch 12, batch 3300, loss[loss=0.09224, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01605, over 24.00 utterances.], tot_loss[loss=0.09532, over 1464742.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06707, over 4783.27 utterances.], batch size: 24, lr: 4.61e-04 2022-11-23 15:35:54,707 INFO [train.py:818] (3/4) Epoch 12, batch 3350, loss[loss=0.1102, over 7420.00 frames. utt_duration=397.2 frames, utt_pad_proportion=0.3745, over 75.00 utterances.], tot_loss[loss=0.09446, over 1464070.33 frames. utt_duration=1242 frames, utt_pad_proportion=0.06607, over 4719.31 utterances.], batch size: 75, lr: 4.61e-04 2022-11-23 15:36:31,320 INFO [train.py:818] (3/4) Epoch 12, batch 3400, loss[loss=0.1052, over 7152.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009683, over 17.00 utterances.], tot_loss[loss=0.09252, over 1464443.11 frames. utt_duration=1277 frames, utt_pad_proportion=0.05643, over 4593.21 utterances.], batch size: 17, lr: 4.61e-04 2022-11-23 15:37:07,304 INFO [train.py:818] (3/4) Epoch 12, batch 3450, loss[loss=0.1047, over 7226.00 frames. utt_duration=1072 frames, utt_pad_proportion=0.04124, over 27.00 utterances.], tot_loss[loss=0.09355, over 1463790.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05837, over 4611.25 utterances.], batch size: 27, lr: 4.61e-04 2022-11-23 15:37:43,547 INFO [train.py:818] (3/4) Epoch 12, batch 3500, loss[loss=0.1066, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008529, over 21.00 utterances.], tot_loss[loss=0.09275, over 1464560.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.0585, over 4648.54 utterances.], batch size: 21, lr: 4.61e-04 2022-11-23 15:38:19,660 INFO [train.py:818] (3/4) Epoch 12, batch 3550, loss[loss=0.08047, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.09251, over 1465004.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05821, over 4636.01 utterances.], batch size: 21, lr: 4.61e-04 2022-11-23 15:38:55,339 INFO [train.py:818] (3/4) Epoch 12, batch 3600, loss[loss=0.06083, over 7290.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.007275, over 22.00 utterances.], tot_loss[loss=0.09147, over 1463939.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.05044, over 4540.25 utterances.], batch size: 22, lr: 4.61e-04 2022-11-23 15:39:31,227 INFO [train.py:818] (3/4) Epoch 12, batch 3650, loss[loss=0.05111, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01077, over 17.00 utterances.], tot_loss[loss=0.09104, over 1464234.88 frames. utt_duration=1311 frames, utt_pad_proportion=0.04305, over 4473.92 utterances.], batch size: 17, lr: 4.61e-04 2022-11-23 15:40:07,143 INFO [train.py:818] (3/4) Epoch 12, batch 3700, loss[loss=0.1002, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007656, over 18.00 utterances.], tot_loss[loss=0.0913, over 1464302.09 frames. utt_duration=1328 frames, utt_pad_proportion=0.03786, over 4416.84 utterances.], batch size: 18, lr: 4.60e-04 2022-11-23 15:40:43,324 INFO [train.py:818] (3/4) Epoch 12, batch 3750, loss[loss=0.1004, over 7418.00 frames. utt_duration=958.8 frames, utt_pad_proportion=0.06731, over 31.00 utterances.], tot_loss[loss=0.09192, over 1464532.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04202, over 4485.24 utterances.], batch size: 31, lr: 4.60e-04 2022-11-23 15:41:20,567 INFO [train.py:818] (3/4) Epoch 12, batch 3800, loss[loss=0.09695, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.004845, over 20.00 utterances.], tot_loss[loss=0.09102, over 1464596.66 frames. utt_duration=1309 frames, utt_pad_proportion=0.04478, over 4481.43 utterances.], batch size: 20, lr: 4.60e-04 2022-11-23 15:41:57,601 INFO [train.py:818] (3/4) Epoch 12, batch 3850, loss[loss=0.0807, over 7471.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01384, over 24.00 utterances.], tot_loss[loss=0.09246, over 1464943.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05875, over 4635.12 utterances.], batch size: 24, lr: 4.60e-04 2022-11-23 15:42:34,190 INFO [train.py:818] (3/4) Epoch 12, batch 3900, loss[loss=0.06846, over 7393.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.09253, over 1465448.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05644, over 4637.29 utterances.], batch size: 20, lr: 4.60e-04 2022-11-23 15:43:10,899 INFO [train.py:818] (3/4) Epoch 12, batch 3950, loss[loss=0.09657, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006029, over 20.00 utterances.], tot_loss[loss=0.09275, over 1466185.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06758, over 4788.86 utterances.], batch size: 20, lr: 4.60e-04 2022-11-23 15:43:47,354 INFO [train.py:818] (3/4) Epoch 12, batch 4000, loss[loss=0.1032, over 7254.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03998, over 27.00 utterances.], tot_loss[loss=0.09334, over 1466624.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06142, over 4721.09 utterances.], batch size: 27, lr: 4.60e-04 2022-11-23 15:44:24,158 INFO [train.py:818] (3/4) Epoch 12, batch 4050, loss[loss=0.04303, over 7108.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005384, over 18.00 utterances.], tot_loss[loss=0.09233, over 1466073.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05623, over 4667.12 utterances.], batch size: 18, lr: 4.60e-04 2022-11-23 15:45:01,462 INFO [train.py:818] (3/4) Epoch 12, batch 4100, loss[loss=0.0852, over 7473.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008351, over 17.00 utterances.], tot_loss[loss=0.09334, over 1467302.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.0637, over 4744.77 utterances.], batch size: 17, lr: 4.60e-04 2022-11-23 15:45:38,264 INFO [train.py:818] (3/4) Epoch 12, batch 4150, loss[loss=0.1551, over 7442.00 frames. utt_duration=403.7 frames, utt_pad_proportion=0.3702, over 74.00 utterances.], tot_loss[loss=0.09414, over 1468270.25 frames. utt_duration=1246 frames, utt_pad_proportion=0.06292, over 4719.96 utterances.], batch size: 74, lr: 4.59e-04 2022-11-23 15:46:15,218 INFO [train.py:818] (3/4) Epoch 12, batch 4200, loss[loss=0.1018, over 7491.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004877, over 20.00 utterances.], tot_loss[loss=0.09625, over 1466458.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05813, over 4676.40 utterances.], batch size: 20, lr: 4.59e-04 2022-11-23 15:46:51,952 INFO [train.py:818] (3/4) Epoch 12, batch 4250, loss[loss=0.157, over 7445.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.0163, over 24.00 utterances.], tot_loss[loss=0.09849, over 1465921.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05093, over 4610.38 utterances.], batch size: 24, lr: 4.59e-04 2022-11-23 15:47:28,972 INFO [train.py:818] (3/4) Epoch 12, batch 4300, loss[loss=0.09543, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007302, over 18.00 utterances.], tot_loss[loss=0.1023, over 1465848.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.04809, over 4582.03 utterances.], batch size: 18, lr: 4.59e-04 2022-11-23 15:48:06,763 INFO [train.py:818] (3/4) Epoch 12, batch 4350, loss[loss=0.1158, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006198, over 19.00 utterances.], tot_loss[loss=0.1069, over 1466752.91 frames. utt_duration=1251 frames, utt_pad_proportion=0.05927, over 4695.64 utterances.], batch size: 19, lr: 4.59e-04 2022-11-23 15:48:43,730 INFO [train.py:818] (3/4) Epoch 12, batch 4400, loss[loss=0.1033, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005886, over 19.00 utterances.], tot_loss[loss=0.1076, over 1465943.21 frames. utt_duration=1244 frames, utt_pad_proportion=0.05964, over 4718.78 utterances.], batch size: 19, lr: 4.59e-04 2022-11-23 15:49:21,109 INFO [train.py:818] (3/4) Epoch 12, batch 4450, loss[loss=0.1619, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006915, over 21.00 utterances.], tot_loss[loss=0.1083, over 1465576.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05043, over 4600.07 utterances.], batch size: 21, lr: 4.59e-04 2022-11-23 15:49:58,658 INFO [train.py:818] (3/4) Epoch 12, batch 4500, loss[loss=0.1114, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004473, over 19.00 utterances.], tot_loss[loss=0.1085, over 1465026.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.0459, over 4562.58 utterances.], batch size: 19, lr: 4.59e-04 2022-11-23 15:50:35,357 INFO [train.py:818] (3/4) Epoch 12, batch 4550, loss[loss=0.07146, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009977, over 17.00 utterances.], tot_loss[loss=0.1101, over 1465434.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.04571, over 4574.72 utterances.], batch size: 17, lr: 4.58e-04 2022-11-23 15:51:12,018 INFO [train.py:818] (3/4) Epoch 12, batch 4600, loss[loss=0.1081, over 7177.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.005468, over 21.00 utterances.], tot_loss[loss=0.1119, over 1464891.55 frames. utt_duration=1290 frames, utt_pad_proportion=0.04015, over 4546.72 utterances.], batch size: 21, lr: 4.58e-04 2022-11-23 15:51:48,701 INFO [train.py:818] (3/4) Epoch 12, batch 4650, loss[loss=0.1123, over 7238.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02091, over 25.00 utterances.], tot_loss[loss=0.1123, over 1465429.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.04408, over 4593.48 utterances.], batch size: 25, lr: 4.58e-04 2022-11-23 15:52:26,327 INFO [train.py:818] (3/4) Epoch 12, batch 4700, loss[loss=0.09894, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01101, over 17.00 utterances.], tot_loss[loss=0.1152, over 1465978.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.0532, over 4658.13 utterances.], batch size: 17, lr: 4.58e-04 2022-11-23 15:53:03,103 INFO [train.py:818] (3/4) Epoch 12, batch 4750, loss[loss=0.09203, over 7318.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007958, over 17.00 utterances.], tot_loss[loss=0.1159, over 1466074.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05389, over 4644.37 utterances.], batch size: 17, lr: 4.58e-04 2022-11-23 15:53:40,633 INFO [train.py:818] (3/4) Epoch 12, batch 4800, loss[loss=0.09102, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01081, over 17.00 utterances.], tot_loss[loss=0.1163, over 1466071.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05633, over 4650.48 utterances.], batch size: 17, lr: 4.58e-04 2022-11-23 15:54:16,639 INFO [train.py:818] (3/4) Epoch 12, batch 4850, loss[loss=0.09924, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006032, over 19.00 utterances.], tot_loss[loss=0.1163, over 1467296.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05658, over 4660.48 utterances.], batch size: 19, lr: 4.58e-04 2022-11-23 15:54:53,844 INFO [train.py:818] (3/4) Epoch 12, batch 4900, loss[loss=0.1692, over 7295.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00426, over 20.00 utterances.], tot_loss[loss=0.1163, over 1468360.31 frames. utt_duration=1292 frames, utt_pad_proportion=0.04907, over 4550.96 utterances.], batch size: 20, lr: 4.58e-04 2022-11-23 15:55:30,409 INFO [train.py:818] (3/4) Epoch 12, batch 4950, loss[loss=0.1055, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00625, over 21.00 utterances.], tot_loss[loss=0.1159, over 1468201.43 frames. utt_duration=1293 frames, utt_pad_proportion=0.0491, over 4547.75 utterances.], batch size: 21, lr: 4.58e-04 2022-11-23 15:56:06,685 INFO [train.py:818] (3/4) Epoch 12, batch 5000, loss[loss=0.1066, over 7381.00 frames. utt_duration=758.8 frames, utt_pad_proportion=0.1338, over 39.00 utterances.], tot_loss[loss=0.1146, over 1468267.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04952, over 4541.78 utterances.], batch size: 39, lr: 4.57e-04 2022-11-23 15:56:42,239 INFO [train.py:818] (3/4) Epoch 12, batch 5050, loss[loss=0.1328, over 7397.00 frames. utt_duration=780.1 frames, utt_pad_proportion=0.1095, over 38.00 utterances.], tot_loss[loss=0.1131, over 1467660.58 frames. utt_duration=1314 frames, utt_pad_proportion=0.0433, over 4471.34 utterances.], batch size: 38, lr: 4.57e-04 2022-11-23 15:57:18,823 INFO [train.py:818] (3/4) Epoch 12, batch 5100, loss[loss=0.186, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005245, over 20.00 utterances.], tot_loss[loss=0.1136, over 1466890.60 frames. utt_duration=1321 frames, utt_pad_proportion=0.04177, over 4447.85 utterances.], batch size: 20, lr: 4.57e-04 2022-11-23 15:57:55,510 INFO [train.py:818] (3/4) Epoch 12, batch 5150, loss[loss=0.07856, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006823, over 19.00 utterances.], tot_loss[loss=0.1166, over 1466626.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.05173, over 4540.81 utterances.], batch size: 19, lr: 4.57e-04 2022-11-23 15:58:31,742 INFO [train.py:818] (3/4) Epoch 12, batch 5200, loss[loss=0.1413, over 7433.00 frames. utt_duration=764 frames, utt_pad_proportion=0.1259, over 39.00 utterances.], tot_loss[loss=0.117, over 1466488.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05903, over 4653.43 utterances.], batch size: 39, lr: 4.57e-04 2022-11-23 15:59:08,121 INFO [train.py:818] (3/4) Epoch 12, batch 5250, loss[loss=0.09734, over 7367.00 frames. utt_duration=952.3 frames, utt_pad_proportion=0.07541, over 31.00 utterances.], tot_loss[loss=0.1157, over 1466087.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.06116, over 4703.13 utterances.], batch size: 31, lr: 4.57e-04 2022-11-23 15:59:44,467 INFO [train.py:818] (3/4) Epoch 12, batch 5300, loss[loss=0.08668, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007746, over 17.00 utterances.], tot_loss[loss=0.117, over 1466402.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.06145, over 4718.76 utterances.], batch size: 17, lr: 4.57e-04 2022-11-23 16:00:21,384 INFO [train.py:818] (3/4) Epoch 12, batch 5350, loss[loss=0.1578, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005983, over 21.00 utterances.], tot_loss[loss=0.1165, over 1465266.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05863, over 4674.46 utterances.], batch size: 21, lr: 4.57e-04 2022-11-23 16:00:58,362 INFO [train.py:818] (3/4) Epoch 12, batch 5400, loss[loss=0.1015, over 7377.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.0779, over 31.00 utterances.], tot_loss[loss=0.1152, over 1465583.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05715, over 4626.97 utterances.], batch size: 31, lr: 4.57e-04 2022-11-23 16:01:36,348 INFO [train.py:818] (3/4) Epoch 12, batch 5450, loss[loss=0.112, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009346, over 22.00 utterances.], tot_loss[loss=0.1156, over 1466392.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06303, over 4723.44 utterances.], batch size: 22, lr: 4.56e-04 2022-11-23 16:02:14,384 INFO [train.py:818] (3/4) Epoch 12, batch 5500, loss[loss=0.1038, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009607, over 23.00 utterances.], tot_loss[loss=0.115, over 1466579.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.06225, over 4715.20 utterances.], batch size: 23, lr: 4.56e-04 2022-11-23 16:02:52,152 INFO [train.py:818] (3/4) Epoch 12, batch 5550, loss[loss=0.1311, over 7395.00 frames. utt_duration=760.1 frames, utt_pad_proportion=0.1313, over 39.00 utterances.], tot_loss[loss=0.1148, over 1466282.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.06607, over 4746.23 utterances.], batch size: 39, lr: 4.56e-04 2022-11-23 16:03:28,856 INFO [train.py:818] (3/4) Epoch 12, batch 5600, loss[loss=0.1108, over 7173.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.0075, over 17.00 utterances.], tot_loss[loss=0.1151, over 1466517.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.05891, over 4722.16 utterances.], batch size: 17, lr: 4.56e-04 2022-11-23 16:04:06,084 INFO [train.py:818] (3/4) Epoch 12, batch 5650, loss[loss=0.0885, over 7456.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006491, over 18.00 utterances.], tot_loss[loss=0.1151, over 1465751.12 frames. utt_duration=1233 frames, utt_pad_proportion=0.0619, over 4760.98 utterances.], batch size: 18, lr: 4.56e-04 2022-11-23 16:04:42,671 INFO [train.py:818] (3/4) Epoch 12, batch 5700, loss[loss=0.146, over 7430.00 frames. utt_duration=763.4 frames, utt_pad_proportion=0.1295, over 39.00 utterances.], tot_loss[loss=0.116, over 1465390.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06538, over 4792.89 utterances.], batch size: 39, lr: 4.56e-04 2022-11-23 16:05:19,906 INFO [train.py:818] (3/4) Epoch 12, batch 5750, loss[loss=0.1757, over 7474.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.3645, over 74.00 utterances.], tot_loss[loss=0.1157, over 1466022.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06616, over 4785.23 utterances.], batch size: 74, lr: 4.56e-04 2022-11-23 16:05:57,970 INFO [train.py:818] (3/4) Epoch 12, batch 5800, loss[loss=0.1541, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006549, over 19.00 utterances.], tot_loss[loss=0.1156, over 1465781.67 frames. utt_duration=1245 frames, utt_pad_proportion=0.06151, over 4713.63 utterances.], batch size: 19, lr: 4.56e-04 2022-11-23 16:06:33,752 INFO [train.py:818] (3/4) Epoch 12, batch 5850, loss[loss=0.18, over 7381.00 frames. utt_duration=423.4 frames, utt_pad_proportion=0.3405, over 70.00 utterances.], tot_loss[loss=0.1158, over 1466101.48 frames. utt_duration=1257 frames, utt_pad_proportion=0.05748, over 4672.10 utterances.], batch size: 70, lr: 4.56e-04 2022-11-23 16:07:11,005 INFO [train.py:818] (3/4) Epoch 12, batch 5900, loss[loss=0.1146, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008561, over 23.00 utterances.], tot_loss[loss=0.1142, over 1465900.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05429, over 4641.14 utterances.], batch size: 23, lr: 4.56e-04 2022-11-23 16:07:47,974 INFO [train.py:818] (3/4) Epoch 12, batch 5950, loss[loss=0.1112, over 7391.00 frames. utt_duration=759.5 frames, utt_pad_proportion=0.138, over 39.00 utterances.], tot_loss[loss=0.1139, over 1466597.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.04891, over 4592.15 utterances.], batch size: 39, lr: 4.55e-04 2022-11-23 16:08:25,548 INFO [train.py:818] (3/4) Epoch 12, batch 6000, loss[loss=0.137, over 7193.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005249, over 21.00 utterances.], tot_loss[loss=0.1139, over 1466556.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.05722, over 4715.33 utterances.], batch size: 21, lr: 4.55e-04 2022-11-23 16:08:25,549 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 16:08:45,619 INFO [train.py:847] (3/4) Epoch 12, validation: loss=0.05009, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 16:09:22,552 INFO [train.py:818] (3/4) Epoch 12, batch 6050, loss[loss=0.132, over 7454.00 frames. utt_duration=766 frames, utt_pad_proportion=0.1245, over 39.00 utterances.], tot_loss[loss=0.1165, over 1466664.02 frames. utt_duration=1211 frames, utt_pad_proportion=0.06944, over 4849.77 utterances.], batch size: 39, lr: 4.55e-04 2022-11-23 16:10:00,600 INFO [train.py:818] (3/4) Epoch 12, batch 6100, loss[loss=0.1185, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008611, over 18.00 utterances.], tot_loss[loss=0.1163, over 1465755.76 frames. utt_duration=1230 frames, utt_pad_proportion=0.06768, over 4771.82 utterances.], batch size: 18, lr: 4.55e-04 2022-11-23 16:10:36,874 INFO [train.py:818] (3/4) Epoch 12, batch 6150, loss[loss=0.07758, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006069, over 19.00 utterances.], tot_loss[loss=0.116, over 1465485.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06134, over 4689.85 utterances.], batch size: 19, lr: 4.55e-04 2022-11-23 16:11:24,146 INFO [train.py:818] (3/4) Epoch 12, batch 6200, loss[loss=0.1111, over 7240.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.06328, over 30.00 utterances.], tot_loss[loss=0.115, over 1466024.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.06144, over 4694.32 utterances.], batch size: 30, lr: 4.55e-04 2022-11-23 16:12:01,690 INFO [train.py:818] (3/4) Epoch 12, batch 6250, loss[loss=0.1064, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007724, over 23.00 utterances.], tot_loss[loss=0.1147, over 1466892.68 frames. utt_duration=1221 frames, utt_pad_proportion=0.07011, over 4810.71 utterances.], batch size: 23, lr: 4.55e-04 2022-11-23 16:12:39,676 INFO [train.py:818] (3/4) Epoch 12, batch 6300, loss[loss=0.1445, over 7396.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07377, over 31.00 utterances.], tot_loss[loss=0.1158, over 1466133.51 frames. utt_duration=1188 frames, utt_pad_proportion=0.08169, over 4943.13 utterances.], batch size: 31, lr: 4.55e-04 2022-11-23 16:13:16,430 INFO [train.py:818] (3/4) Epoch 12, batch 6350, loss[loss=0.1269, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.1149, over 1465108.52 frames. utt_duration=1210 frames, utt_pad_proportion=0.07646, over 4848.63 utterances.], batch size: 21, lr: 4.55e-04 2022-11-23 16:13:53,686 INFO [train.py:818] (3/4) Epoch 12, batch 6400, loss[loss=0.1163, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004901, over 20.00 utterances.], tot_loss[loss=0.1149, over 1466760.08 frames. utt_duration=1188 frames, utt_pad_proportion=0.08064, over 4944.77 utterances.], batch size: 20, lr: 4.54e-04 2022-11-23 16:14:30,897 INFO [train.py:818] (3/4) Epoch 12, batch 6450, loss[loss=0.0817, over 7110.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005174, over 18.00 utterances.], tot_loss[loss=0.1157, over 1464988.11 frames. utt_duration=1210 frames, utt_pad_proportion=0.07567, over 4847.88 utterances.], batch size: 18, lr: 4.54e-04 2022-11-23 16:15:09,003 INFO [train.py:818] (3/4) Epoch 12, batch 6500, loss[loss=0.1052, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008744, over 17.00 utterances.], tot_loss[loss=0.1156, over 1464747.58 frames. utt_duration=1204 frames, utt_pad_proportion=0.07649, over 4873.21 utterances.], batch size: 17, lr: 4.54e-04 2022-11-23 16:15:45,428 INFO [train.py:818] (3/4) Epoch 12, batch 6550, loss[loss=0.1382, over 7357.00 frames. utt_duration=950.8 frames, utt_pad_proportion=0.07602, over 31.00 utterances.], tot_loss[loss=0.1159, over 1464195.27 frames. utt_duration=1212 frames, utt_pad_proportion=0.06729, over 4837.40 utterances.], batch size: 31, lr: 4.54e-04 2022-11-23 16:16:22,953 INFO [train.py:818] (3/4) Epoch 12, batch 6600, loss[loss=0.1849, over 7432.00 frames. utt_duration=420.3 frames, utt_pad_proportion=0.3454, over 71.00 utterances.], tot_loss[loss=0.1156, over 1465231.06 frames. utt_duration=1208 frames, utt_pad_proportion=0.0678, over 4857.40 utterances.], batch size: 71, lr: 4.54e-04 2022-11-23 16:16:59,955 INFO [train.py:818] (3/4) Epoch 12, batch 6650, loss[loss=0.07156, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008166, over 17.00 utterances.], tot_loss[loss=0.1153, over 1464503.09 frames. utt_duration=1238 frames, utt_pad_proportion=0.05885, over 4736.10 utterances.], batch size: 17, lr: 4.54e-04 2022-11-23 16:17:36,177 INFO [train.py:818] (3/4) Epoch 12, batch 6700, loss[loss=0.1053, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007024, over 22.00 utterances.], tot_loss[loss=0.1151, over 1464270.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05184, over 4657.13 utterances.], batch size: 22, lr: 4.54e-04 2022-11-23 16:18:11,923 INFO [train.py:818] (3/4) Epoch 12, batch 6750, loss[loss=0.128, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.003968, over 20.00 utterances.], tot_loss[loss=0.1145, over 1465131.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.05426, over 4688.29 utterances.], batch size: 20, lr: 4.54e-04 2022-11-23 16:18:50,271 INFO [train.py:818] (3/4) Epoch 12, batch 6800, loss[loss=0.1175, over 7468.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.007039, over 20.00 utterances.], tot_loss[loss=0.1143, over 1463906.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.06401, over 4777.51 utterances.], batch size: 20, lr: 4.54e-04 2022-11-23 16:19:27,537 INFO [train.py:818] (3/4) Epoch 12, batch 6850, loss[loss=0.1901, over 7354.00 frames. utt_duration=399.3 frames, utt_pad_proportion=0.3692, over 74.00 utterances.], tot_loss[loss=0.1142, over 1464918.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07118, over 4826.62 utterances.], batch size: 74, lr: 4.53e-04 2022-11-23 16:20:04,733 INFO [train.py:818] (3/4) Epoch 12, batch 6900, loss[loss=0.1025, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006856, over 19.00 utterances.], tot_loss[loss=0.1158, over 1464887.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07386, over 4873.46 utterances.], batch size: 19, lr: 4.53e-04 2022-11-23 16:20:41,574 INFO [train.py:818] (3/4) Epoch 12, batch 6950, loss[loss=0.09213, over 7383.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006121, over 21.00 utterances.], tot_loss[loss=0.1153, over 1464897.76 frames. utt_duration=1198 frames, utt_pad_proportion=0.07615, over 4897.81 utterances.], batch size: 21, lr: 4.53e-04 2022-11-23 16:21:18,489 INFO [train.py:818] (3/4) Epoch 12, batch 7000, loss[loss=0.1368, over 7297.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009798, over 17.00 utterances.], tot_loss[loss=0.1148, over 1465072.21 frames. utt_duration=1204 frames, utt_pad_proportion=0.07129, over 4872.48 utterances.], batch size: 17, lr: 4.53e-04 2022-11-23 16:21:55,706 INFO [train.py:818] (3/4) Epoch 12, batch 7050, loss[loss=0.1105, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.1136, over 1465386.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.0653, over 4767.53 utterances.], batch size: 20, lr: 4.53e-04 2022-11-23 16:22:33,970 INFO [train.py:818] (3/4) Epoch 12, batch 7100, loss[loss=0.1943, over 7440.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.3089, over 68.00 utterances.], tot_loss[loss=0.1137, over 1465758.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.0681, over 4839.35 utterances.], batch size: 68, lr: 4.53e-04 2022-11-23 16:23:10,325 INFO [train.py:818] (3/4) Epoch 12, batch 7150, loss[loss=0.1174, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009119, over 23.00 utterances.], tot_loss[loss=0.1122, over 1465418.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.06211, over 4737.88 utterances.], batch size: 23, lr: 4.53e-04 2022-11-23 16:23:48,360 INFO [train.py:818] (3/4) Epoch 12, batch 7200, loss[loss=0.1265, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009739, over 23.00 utterances.], tot_loss[loss=0.1125, over 1466966.65 frames. utt_duration=1240 frames, utt_pad_proportion=0.06004, over 4738.56 utterances.], batch size: 23, lr: 4.53e-04 2022-11-23 16:24:25,597 INFO [train.py:818] (3/4) Epoch 12, batch 7250, loss[loss=0.1127, over 7288.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.009708, over 17.00 utterances.], tot_loss[loss=0.1133, over 1465994.98 frames. utt_duration=1250 frames, utt_pad_proportion=0.05789, over 4695.67 utterances.], batch size: 17, lr: 4.53e-04 2022-11-23 16:25:02,500 INFO [train.py:818] (3/4) Epoch 12, batch 7300, loss[loss=0.1462, over 7305.00 frames. utt_duration=751 frames, utt_pad_proportion=0.1417, over 39.00 utterances.], tot_loss[loss=0.1134, over 1466000.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.06689, over 4813.24 utterances.], batch size: 39, lr: 4.52e-04 2022-11-23 16:25:39,730 INFO [train.py:818] (3/4) Epoch 12, batch 7350, loss[loss=0.08548, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004922, over 21.00 utterances.], tot_loss[loss=0.1136, over 1466532.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.07003, over 4853.22 utterances.], batch size: 21, lr: 4.52e-04 2022-11-23 16:26:17,459 INFO [train.py:818] (3/4) Epoch 12, batch 7400, loss[loss=0.1196, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005875, over 21.00 utterances.], tot_loss[loss=0.1126, over 1465964.24 frames. utt_duration=1207 frames, utt_pad_proportion=0.07029, over 4864.21 utterances.], batch size: 21, lr: 4.52e-04 2022-11-23 16:26:54,570 INFO [train.py:818] (3/4) Epoch 12, batch 7450, loss[loss=0.1207, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02279, over 25.00 utterances.], tot_loss[loss=0.1126, over 1465323.55 frames. utt_duration=1204 frames, utt_pad_proportion=0.07314, over 4873.35 utterances.], batch size: 25, lr: 4.52e-04 2022-11-23 16:27:32,503 INFO [train.py:818] (3/4) Epoch 12, batch 7500, loss[loss=0.08311, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006739, over 20.00 utterances.], tot_loss[loss=0.1121, over 1464640.28 frames. utt_duration=1224 frames, utt_pad_proportion=0.06468, over 4790.83 utterances.], batch size: 20, lr: 4.52e-04 2022-11-23 16:28:09,333 INFO [train.py:818] (3/4) Epoch 12, batch 7550, loss[loss=0.112, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008951, over 17.00 utterances.], tot_loss[loss=0.1134, over 1465300.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.06451, over 4787.51 utterances.], batch size: 17, lr: 4.52e-04 2022-11-23 16:28:47,128 INFO [train.py:818] (3/4) Epoch 12, batch 7600, loss[loss=0.09339, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00618, over 19.00 utterances.], tot_loss[loss=0.1139, over 1465390.75 frames. utt_duration=1206 frames, utt_pad_proportion=0.06914, over 4867.57 utterances.], batch size: 19, lr: 4.52e-04 2022-11-23 16:29:25,771 INFO [train.py:818] (3/4) Epoch 12, batch 7650, loss[loss=0.07007, over 7273.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007766, over 21.00 utterances.], tot_loss[loss=0.1122, over 1465633.32 frames. utt_duration=1227 frames, utt_pad_proportion=0.06335, over 4782.79 utterances.], batch size: 21, lr: 4.52e-04 2022-11-23 16:30:02,395 INFO [train.py:818] (3/4) Epoch 12, batch 7700, loss[loss=0.09771, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006183, over 20.00 utterances.], tot_loss[loss=0.1133, over 1466429.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.06674, over 4801.54 utterances.], batch size: 20, lr: 4.52e-04 2022-11-23 16:30:40,117 INFO [train.py:818] (3/4) Epoch 12, batch 7750, loss[loss=0.0741, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007163, over 17.00 utterances.], tot_loss[loss=0.1119, over 1466407.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.06445, over 4714.88 utterances.], batch size: 17, lr: 4.52e-04 2022-11-23 16:31:17,695 INFO [train.py:818] (3/4) Epoch 12, batch 7800, loss[loss=0.07841, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008237, over 18.00 utterances.], tot_loss[loss=0.1136, over 1466895.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.0751, over 4847.89 utterances.], batch size: 18, lr: 4.51e-04 2022-11-23 16:31:53,995 INFO [train.py:818] (3/4) Epoch 12, batch 7850, loss[loss=0.163, over 7319.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03205, over 27.00 utterances.], tot_loss[loss=0.1144, over 1465609.43 frames. utt_duration=1210 frames, utt_pad_proportion=0.07267, over 4849.46 utterances.], batch size: 27, lr: 4.51e-04 2022-11-23 16:32:31,503 INFO [train.py:818] (3/4) Epoch 12, batch 7900, loss[loss=0.07877, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006856, over 19.00 utterances.], tot_loss[loss=0.1131, over 1465337.93 frames. utt_duration=1209 frames, utt_pad_proportion=0.07447, over 4855.45 utterances.], batch size: 19, lr: 4.51e-04 2022-11-23 16:33:10,045 INFO [train.py:818] (3/4) Epoch 12, batch 7950, loss[loss=0.08444, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007116, over 19.00 utterances.], tot_loss[loss=0.1139, over 1465535.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07601, over 4899.74 utterances.], batch size: 19, lr: 4.51e-04 2022-11-23 16:33:47,052 INFO [train.py:818] (3/4) Epoch 12, batch 8000, loss[loss=0.09443, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006608, over 21.00 utterances.], tot_loss[loss=0.1153, over 1463520.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07313, over 4868.63 utterances.], batch size: 21, lr: 4.51e-04 2022-11-23 16:34:25,025 INFO [train.py:818] (3/4) Epoch 12, batch 8050, loss[loss=0.1432, over 7297.00 frames. utt_duration=974.4 frames, utt_pad_proportion=0.05395, over 30.00 utterances.], tot_loss[loss=0.1138, over 1464153.11 frames. utt_duration=1192 frames, utt_pad_proportion=0.07956, over 4921.49 utterances.], batch size: 30, lr: 4.51e-04 2022-11-23 16:35:02,383 INFO [train.py:818] (3/4) Epoch 12, batch 8100, loss[loss=0.1565, over 7426.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.3075, over 68.00 utterances.], tot_loss[loss=0.1126, over 1463551.96 frames. utt_duration=1204 frames, utt_pad_proportion=0.07679, over 4869.50 utterances.], batch size: 68, lr: 4.51e-04 2022-11-23 16:35:40,360 INFO [train.py:818] (3/4) Epoch 12, batch 8150, loss[loss=0.1285, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006221, over 21.00 utterances.], tot_loss[loss=0.113, over 1464050.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.07294, over 4841.46 utterances.], batch size: 21, lr: 4.51e-04 2022-11-23 16:36:18,492 INFO [train.py:818] (3/4) Epoch 12, batch 8200, loss[loss=0.125, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005614, over 19.00 utterances.], tot_loss[loss=0.1118, over 1464293.85 frames. utt_duration=1224 frames, utt_pad_proportion=0.06758, over 4791.56 utterances.], batch size: 19, lr: 4.51e-04 2022-11-23 16:36:54,864 INFO [train.py:818] (3/4) Epoch 12, batch 8250, loss[loss=0.125, over 7290.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.007949, over 22.00 utterances.], tot_loss[loss=0.1119, over 1464751.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06028, over 4734.51 utterances.], batch size: 22, lr: 4.50e-04 2022-11-23 16:37:33,157 INFO [train.py:818] (3/4) Epoch 12, batch 8300, loss[loss=0.07612, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006109, over 20.00 utterances.], tot_loss[loss=0.1132, over 1465502.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06514, over 4788.89 utterances.], batch size: 20, lr: 4.50e-04 2022-11-23 16:38:11,519 INFO [train.py:818] (3/4) Epoch 12, batch 8350, loss[loss=0.1092, over 7427.00 frames. utt_duration=959.7 frames, utt_pad_proportion=0.07188, over 31.00 utterances.], tot_loss[loss=0.1126, over 1465265.10 frames. utt_duration=1217 frames, utt_pad_proportion=0.06934, over 4820.19 utterances.], batch size: 31, lr: 4.50e-04 2022-11-23 16:38:48,197 INFO [train.py:818] (3/4) Epoch 12, batch 8400, loss[loss=0.07463, over 7484.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.0106, over 23.00 utterances.], tot_loss[loss=0.112, over 1464749.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06316, over 4714.17 utterances.], batch size: 23, lr: 4.50e-04 2022-11-23 16:39:25,955 INFO [train.py:818] (3/4) Epoch 12, batch 8450, loss[loss=0.08951, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005176, over 20.00 utterances.], tot_loss[loss=0.1098, over 1463963.76 frames. utt_duration=1267 frames, utt_pad_proportion=0.05421, over 4626.74 utterances.], batch size: 20, lr: 4.50e-04 2022-11-23 16:40:05,025 INFO [train.py:818] (3/4) Epoch 12, batch 8500, loss[loss=0.1118, over 7193.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.006898, over 19.00 utterances.], tot_loss[loss=0.111, over 1464118.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.06256, over 4678.90 utterances.], batch size: 19, lr: 4.50e-04 2022-11-23 16:40:41,719 INFO [train.py:818] (3/4) Epoch 12, batch 8550, loss[loss=0.07958, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004748, over 20.00 utterances.], tot_loss[loss=0.1117, over 1464744.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.05692, over 4617.81 utterances.], batch size: 20, lr: 4.50e-04 2022-11-23 16:41:20,096 INFO [train.py:818] (3/4) Epoch 12, batch 8600, loss[loss=0.1507, over 7212.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004379, over 20.00 utterances.], tot_loss[loss=0.1114, over 1465200.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.05813, over 4669.35 utterances.], batch size: 20, lr: 4.50e-04 2022-11-23 16:41:57,161 INFO [train.py:818] (3/4) Epoch 12, batch 8650, loss[loss=0.1358, over 7249.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01308, over 24.00 utterances.], tot_loss[loss=0.1134, over 1465295.10 frames. utt_duration=1213 frames, utt_pad_proportion=0.0725, over 4839.82 utterances.], batch size: 24, lr: 4.50e-04 2022-11-23 16:42:33,777 INFO [train.py:818] (3/4) Epoch 12, batch 8700, loss[loss=0.09025, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007938, over 17.00 utterances.], tot_loss[loss=0.1125, over 1465311.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06691, over 4780.27 utterances.], batch size: 17, lr: 4.49e-04 2022-11-23 16:43:10,177 INFO [train.py:818] (3/4) Epoch 12, batch 8750, loss[loss=0.11, over 7207.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005584, over 19.00 utterances.], tot_loss[loss=0.1131, over 1465470.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.05847, over 4706.98 utterances.], batch size: 19, lr: 4.49e-04 2022-11-23 16:43:46,974 INFO [train.py:818] (3/4) Epoch 12, batch 8800, loss[loss=0.07041, over 7158.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009712, over 17.00 utterances.], tot_loss[loss=0.1115, over 1466000.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05599, over 4664.78 utterances.], batch size: 17, lr: 4.49e-04 2022-11-23 16:44:23,934 INFO [train.py:818] (3/4) Epoch 12, batch 8850, loss[loss=0.1953, over 7400.00 frames. utt_duration=436.9 frames, utt_pad_proportion=0.3185, over 68.00 utterances.], tot_loss[loss=0.1119, over 1466899.89 frames. utt_duration=1227 frames, utt_pad_proportion=0.0655, over 4787.88 utterances.], batch size: 68, lr: 4.49e-04 2022-11-23 16:45:36,669 INFO [train.py:818] (3/4) Epoch 13, batch 0, loss[loss=0.09301, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006773, over 20.00 utterances.], tot_loss[loss=0.09301, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006773, over 20.00 utterances.], batch size: 20, lr: 4.34e-04 2022-11-23 16:46:12,954 INFO [train.py:818] (3/4) Epoch 13, batch 50, loss[loss=0.09833, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007217, over 21.00 utterances.], tot_loss[loss=0.09507, over 330654.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.05532, over 1064.93 utterances.], batch size: 21, lr: 4.34e-04 2022-11-23 16:46:50,401 INFO [train.py:818] (3/4) Epoch 13, batch 100, loss[loss=0.07803, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00661, over 18.00 utterances.], tot_loss[loss=0.09373, over 582539.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.06412, over 1854.31 utterances.], batch size: 18, lr: 4.34e-04 2022-11-23 16:47:28,517 INFO [train.py:818] (3/4) Epoch 13, batch 150, loss[loss=0.0979, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00609, over 19.00 utterances.], tot_loss[loss=0.09281, over 778300.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.06259, over 2451.65 utterances.], batch size: 19, lr: 4.34e-04 2022-11-23 16:48:03,585 INFO [train.py:818] (3/4) Epoch 13, batch 200, loss[loss=0.09375, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00676, over 22.00 utterances.], tot_loss[loss=0.09332, over 929466.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05986, over 2927.45 utterances.], batch size: 22, lr: 4.34e-04 2022-11-23 16:48:40,730 INFO [train.py:818] (3/4) Epoch 13, batch 250, loss[loss=0.07129, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006754, over 20.00 utterances.], tot_loss[loss=0.09431, over 1048589.47 frames. utt_duration=1252 frames, utt_pad_proportion=0.06601, over 3354.30 utterances.], batch size: 20, lr: 4.33e-04 2022-11-23 16:49:17,311 INFO [train.py:818] (3/4) Epoch 13, batch 300, loss[loss=0.08944, over 7230.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02086, over 25.00 utterances.], tot_loss[loss=0.09404, over 1141634.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05817, over 3596.01 utterances.], batch size: 25, lr: 4.33e-04 2022-11-23 16:49:54,086 INFO [train.py:818] (3/4) Epoch 13, batch 350, loss[loss=0.07375, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005448, over 20.00 utterances.], tot_loss[loss=0.0939, over 1212784.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05402, over 3791.23 utterances.], batch size: 20, lr: 4.33e-04 2022-11-23 16:50:31,429 INFO [train.py:818] (3/4) Epoch 13, batch 400, loss[loss=0.09763, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.09361, over 1269425.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.05193, over 3968.01 utterances.], batch size: 21, lr: 4.33e-04 2022-11-23 16:51:07,569 INFO [train.py:818] (3/4) Epoch 13, batch 450, loss[loss=0.06601, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006342, over 19.00 utterances.], tot_loss[loss=0.09101, over 1311729.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.04696, over 4056.11 utterances.], batch size: 19, lr: 4.33e-04 2022-11-23 16:51:43,450 INFO [train.py:818] (3/4) Epoch 13, batch 500, loss[loss=0.09099, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01025, over 23.00 utterances.], tot_loss[loss=0.09064, over 1344163.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.0446, over 4124.53 utterances.], batch size: 23, lr: 4.33e-04 2022-11-23 16:52:21,524 INFO [train.py:818] (3/4) Epoch 13, batch 550, loss[loss=0.09713, over 7330.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006432, over 18.00 utterances.], tot_loss[loss=0.09083, over 1371210.56 frames. utt_duration=1297 frames, utt_pad_proportion=0.04723, over 4235.05 utterances.], batch size: 18, lr: 4.33e-04 2022-11-23 16:52:58,557 INFO [train.py:818] (3/4) Epoch 13, batch 600, loss[loss=0.08096, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005683, over 21.00 utterances.], tot_loss[loss=0.08984, over 1392381.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.04478, over 4261.98 utterances.], batch size: 21, lr: 4.33e-04 2022-11-23 16:53:34,813 INFO [train.py:818] (3/4) Epoch 13, batch 650, loss[loss=0.08656, over 7173.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.006743, over 17.00 utterances.], tot_loss[loss=0.08957, over 1408113.46 frames. utt_duration=1307 frames, utt_pad_proportion=0.04661, over 4314.36 utterances.], batch size: 17, lr: 4.33e-04 2022-11-23 16:54:11,815 INFO [train.py:818] (3/4) Epoch 13, batch 700, loss[loss=0.05752, over 7397.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004873, over 19.00 utterances.], tot_loss[loss=0.08897, over 1420990.58 frames. utt_duration=1295 frames, utt_pad_proportion=0.04893, over 4393.75 utterances.], batch size: 19, lr: 4.33e-04 2022-11-23 16:54:48,007 INFO [train.py:818] (3/4) Epoch 13, batch 750, loss[loss=0.06915, over 7343.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02895, over 27.00 utterances.], tot_loss[loss=0.08733, over 1430273.33 frames. utt_duration=1322 frames, utt_pad_proportion=0.04257, over 4333.22 utterances.], batch size: 27, lr: 4.32e-04 2022-11-23 16:55:25,616 INFO [train.py:818] (3/4) Epoch 13, batch 800, loss[loss=0.07078, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005692, over 21.00 utterances.], tot_loss[loss=0.08813, over 1438310.70 frames. utt_duration=1340 frames, utt_pad_proportion=0.03586, over 4299.59 utterances.], batch size: 21, lr: 4.32e-04 2022-11-23 16:56:02,774 INFO [train.py:818] (3/4) Epoch 13, batch 850, loss[loss=0.09132, over 7304.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004732, over 19.00 utterances.], tot_loss[loss=0.09002, over 1443414.44 frames. utt_duration=1323 frames, utt_pad_proportion=0.03995, over 4369.04 utterances.], batch size: 19, lr: 4.32e-04 2022-11-23 16:56:38,865 INFO [train.py:818] (3/4) Epoch 13, batch 900, loss[loss=0.117, over 7438.00 frames. utt_duration=426.7 frames, utt_pad_proportion=0.3354, over 70.00 utterances.], tot_loss[loss=0.08982, over 1449266.23 frames. utt_duration=1291 frames, utt_pad_proportion=0.04822, over 4494.55 utterances.], batch size: 70, lr: 4.32e-04 2022-11-23 16:57:15,189 INFO [train.py:818] (3/4) Epoch 13, batch 950, loss[loss=0.08918, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0139, over 24.00 utterances.], tot_loss[loss=0.08983, over 1452569.57 frames. utt_duration=1304 frames, utt_pad_proportion=0.0444, over 4461.56 utterances.], batch size: 24, lr: 4.32e-04 2022-11-23 16:57:51,940 INFO [train.py:818] (3/4) Epoch 13, batch 1000, loss[loss=0.06394, over 7202.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.004386, over 19.00 utterances.], tot_loss[loss=0.09073, over 1455666.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.05229, over 4558.96 utterances.], batch size: 19, lr: 4.32e-04 2022-11-23 16:58:28,473 INFO [train.py:818] (3/4) Epoch 13, batch 1050, loss[loss=0.1193, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01543, over 24.00 utterances.], tot_loss[loss=0.0906, over 1456720.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.05334, over 4581.48 utterances.], batch size: 24, lr: 4.32e-04 2022-11-23 16:59:05,470 INFO [train.py:818] (3/4) Epoch 13, batch 1100, loss[loss=0.09995, over 7211.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004688, over 19.00 utterances.], tot_loss[loss=0.09046, over 1458840.59 frames. utt_duration=1307 frames, utt_pad_proportion=0.04521, over 4470.96 utterances.], batch size: 19, lr: 4.32e-04 2022-11-23 16:59:42,850 INFO [train.py:818] (3/4) Epoch 13, batch 1150, loss[loss=0.1371, over 7422.00 frames. utt_duration=425.6 frames, utt_pad_proportion=0.337, over 70.00 utterances.], tot_loss[loss=0.08826, over 1459899.55 frames. utt_duration=1305 frames, utt_pad_proportion=0.04869, over 4480.16 utterances.], batch size: 70, lr: 4.32e-04 2022-11-23 17:00:21,712 INFO [train.py:818] (3/4) Epoch 13, batch 1200, loss[loss=0.05457, over 7442.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.009111, over 17.00 utterances.], tot_loss[loss=0.08897, over 1461442.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05807, over 4588.88 utterances.], batch size: 17, lr: 4.32e-04 2022-11-23 17:00:59,103 INFO [train.py:818] (3/4) Epoch 13, batch 1250, loss[loss=0.1008, over 7383.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00525, over 19.00 utterances.], tot_loss[loss=0.09159, over 1463433.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.06114, over 4656.29 utterances.], batch size: 19, lr: 4.31e-04 2022-11-23 17:01:36,115 INFO [train.py:818] (3/4) Epoch 13, batch 1300, loss[loss=0.1552, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006255, over 21.00 utterances.], tot_loss[loss=0.09264, over 1464058.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.06098, over 4676.14 utterances.], batch size: 21, lr: 4.31e-04 2022-11-23 17:02:12,307 INFO [train.py:818] (3/4) Epoch 13, batch 1350, loss[loss=0.09156, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006216, over 21.00 utterances.], tot_loss[loss=0.09235, over 1463916.10 frames. utt_duration=1257 frames, utt_pad_proportion=0.05648, over 4662.39 utterances.], batch size: 21, lr: 4.31e-04 2022-11-23 17:02:50,456 INFO [train.py:818] (3/4) Epoch 13, batch 1400, loss[loss=0.07286, over 7489.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01121, over 24.00 utterances.], tot_loss[loss=0.09167, over 1465062.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05303, over 4604.12 utterances.], batch size: 24, lr: 4.31e-04 2022-11-23 17:03:27,033 INFO [train.py:818] (3/4) Epoch 13, batch 1450, loss[loss=0.08091, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004748, over 20.00 utterances.], tot_loss[loss=0.09119, over 1464332.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.05216, over 4556.40 utterances.], batch size: 20, lr: 4.31e-04 2022-11-23 17:04:04,241 INFO [train.py:818] (3/4) Epoch 13, batch 1500, loss[loss=0.0884, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007124, over 22.00 utterances.], tot_loss[loss=0.09219, over 1463450.20 frames. utt_duration=1291 frames, utt_pad_proportion=0.05128, over 4541.23 utterances.], batch size: 22, lr: 4.31e-04 2022-11-23 17:04:42,507 INFO [train.py:818] (3/4) Epoch 13, batch 1550, loss[loss=0.1272, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007564, over 22.00 utterances.], tot_loss[loss=0.09252, over 1463841.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04799, over 4503.15 utterances.], batch size: 22, lr: 4.31e-04 2022-11-23 17:05:19,467 INFO [train.py:818] (3/4) Epoch 13, batch 1600, loss[loss=0.09403, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007357, over 21.00 utterances.], tot_loss[loss=0.09181, over 1464605.89 frames. utt_duration=1311 frames, utt_pad_proportion=0.04621, over 4472.26 utterances.], batch size: 21, lr: 4.31e-04 2022-11-23 17:05:56,225 INFO [train.py:818] (3/4) Epoch 13, batch 1650, loss[loss=0.06672, over 7390.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004742, over 19.00 utterances.], tot_loss[loss=0.09215, over 1466234.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.04439, over 4495.65 utterances.], batch size: 19, lr: 4.31e-04 2022-11-23 17:06:32,407 INFO [train.py:818] (3/4) Epoch 13, batch 1700, loss[loss=0.07667, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005483, over 20.00 utterances.], tot_loss[loss=0.09137, over 1465387.95 frames. utt_duration=1306 frames, utt_pad_proportion=0.04288, over 4495.00 utterances.], batch size: 20, lr: 4.31e-04 2022-11-23 17:07:09,869 INFO [train.py:818] (3/4) Epoch 13, batch 1750, loss[loss=0.09455, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01333, over 24.00 utterances.], tot_loss[loss=0.09231, over 1464862.52 frames. utt_duration=1263 frames, utt_pad_proportion=0.05852, over 4644.95 utterances.], batch size: 24, lr: 4.30e-04 2022-11-23 17:07:46,109 INFO [train.py:818] (3/4) Epoch 13, batch 1800, loss[loss=0.09503, over 7414.00 frames. utt_duration=958.4 frames, utt_pad_proportion=0.06587, over 31.00 utterances.], tot_loss[loss=0.09288, over 1464659.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.05563, over 4660.19 utterances.], batch size: 31, lr: 4.30e-04 2022-11-23 17:08:23,725 INFO [train.py:818] (3/4) Epoch 13, batch 1850, loss[loss=0.07898, over 7289.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.008258, over 17.00 utterances.], tot_loss[loss=0.09324, over 1464719.78 frames. utt_duration=1256 frames, utt_pad_proportion=0.05808, over 4670.36 utterances.], batch size: 17, lr: 4.30e-04 2022-11-23 17:08:59,612 INFO [train.py:818] (3/4) Epoch 13, batch 1900, loss[loss=0.09464, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007466, over 22.00 utterances.], tot_loss[loss=0.09316, over 1464727.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.05542, over 4620.53 utterances.], batch size: 22, lr: 4.30e-04 2022-11-23 17:09:36,819 INFO [train.py:818] (3/4) Epoch 13, batch 1950, loss[loss=0.0862, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007026, over 17.00 utterances.], tot_loss[loss=0.09191, over 1465904.02 frames. utt_duration=1298 frames, utt_pad_proportion=0.04733, over 4520.92 utterances.], batch size: 17, lr: 4.30e-04 2022-11-23 17:10:13,619 INFO [train.py:818] (3/4) Epoch 13, batch 2000, loss[loss=0.07754, over 7252.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03006, over 16.00 utterances.], tot_loss[loss=0.09255, over 1466085.04 frames. utt_duration=1311 frames, utt_pad_proportion=0.04412, over 4479.85 utterances.], batch size: 16, lr: 4.30e-04 2022-11-23 17:10:49,337 INFO [train.py:818] (3/4) Epoch 13, batch 2050, loss[loss=0.09113, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.007809, over 23.00 utterances.], tot_loss[loss=0.09244, over 1464948.56 frames. utt_duration=1319 frames, utt_pad_proportion=0.04022, over 4449.15 utterances.], batch size: 23, lr: 4.30e-04 2022-11-23 17:11:25,326 INFO [train.py:818] (3/4) Epoch 13, batch 2100, loss[loss=0.143, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005717, over 21.00 utterances.], tot_loss[loss=0.09298, over 1464773.16 frames. utt_duration=1326 frames, utt_pad_proportion=0.03575, over 4422.42 utterances.], batch size: 21, lr: 4.30e-04 2022-11-23 17:12:01,406 INFO [train.py:818] (3/4) Epoch 13, batch 2150, loss[loss=0.06995, over 7290.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.008054, over 17.00 utterances.], tot_loss[loss=0.09218, over 1464500.03 frames. utt_duration=1322 frames, utt_pad_proportion=0.03741, over 4435.60 utterances.], batch size: 17, lr: 4.30e-04 2022-11-23 17:12:37,448 INFO [train.py:818] (3/4) Epoch 13, batch 2200, loss[loss=0.06473, over 7458.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1233, over 39.00 utterances.], tot_loss[loss=0.0923, over 1463813.99 frames. utt_duration=1302 frames, utt_pad_proportion=0.04394, over 4501.86 utterances.], batch size: 39, lr: 4.30e-04 2022-11-23 17:13:14,910 INFO [train.py:818] (3/4) Epoch 13, batch 2250, loss[loss=0.07452, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009015, over 17.00 utterances.], tot_loss[loss=0.09211, over 1465046.02 frames. utt_duration=1319 frames, utt_pad_proportion=0.0389, over 4448.19 utterances.], batch size: 17, lr: 4.30e-04 2022-11-23 17:13:52,532 INFO [train.py:818] (3/4) Epoch 13, batch 2300, loss[loss=0.07932, over 7425.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.00635, over 22.00 utterances.], tot_loss[loss=0.09153, over 1465699.65 frames. utt_duration=1319 frames, utt_pad_proportion=0.04353, over 4450.49 utterances.], batch size: 22, lr: 4.29e-04 2022-11-23 17:14:28,136 INFO [train.py:818] (3/4) Epoch 13, batch 2350, loss[loss=0.06625, over 7216.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.04052, over 16.00 utterances.], tot_loss[loss=0.09129, over 1466079.59 frames. utt_duration=1308 frames, utt_pad_proportion=0.04666, over 4489.29 utterances.], batch size: 16, lr: 4.29e-04 2022-11-23 17:15:05,187 INFO [train.py:818] (3/4) Epoch 13, batch 2400, loss[loss=0.07791, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01057, over 17.00 utterances.], tot_loss[loss=0.09146, over 1466748.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.05316, over 4597.30 utterances.], batch size: 17, lr: 4.29e-04 2022-11-23 17:15:42,032 INFO [train.py:818] (3/4) Epoch 13, batch 2450, loss[loss=0.06024, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005047, over 20.00 utterances.], tot_loss[loss=0.09188, over 1465764.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.04675, over 4560.42 utterances.], batch size: 20, lr: 4.29e-04 2022-11-23 17:16:17,781 INFO [train.py:818] (3/4) Epoch 13, batch 2500, loss[loss=0.1145, over 7403.00 frames. utt_duration=957.1 frames, utt_pad_proportion=0.07437, over 31.00 utterances.], tot_loss[loss=0.09175, over 1467037.41 frames. utt_duration=1274 frames, utt_pad_proportion=0.05526, over 4610.88 utterances.], batch size: 31, lr: 4.29e-04 2022-11-23 17:16:54,957 INFO [train.py:818] (3/4) Epoch 13, batch 2550, loss[loss=0.08216, over 7391.00 frames. utt_duration=779.6 frames, utt_pad_proportion=0.1152, over 38.00 utterances.], tot_loss[loss=0.08998, over 1466516.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.05293, over 4579.00 utterances.], batch size: 38, lr: 4.29e-04 2022-11-23 17:17:31,826 INFO [train.py:818] (3/4) Epoch 13, batch 2600, loss[loss=0.0942, over 7200.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.01929, over 24.00 utterances.], tot_loss[loss=0.09013, over 1466291.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05996, over 4692.40 utterances.], batch size: 24, lr: 4.29e-04 2022-11-23 17:18:08,553 INFO [train.py:818] (3/4) Epoch 13, batch 2650, loss[loss=0.09336, over 7342.00 frames. utt_duration=795.4 frames, utt_pad_proportion=0.09507, over 37.00 utterances.], tot_loss[loss=0.09068, over 1465867.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.05188, over 4602.14 utterances.], batch size: 37, lr: 4.29e-04 2022-11-23 17:18:46,213 INFO [train.py:818] (3/4) Epoch 13, batch 2700, loss[loss=0.08055, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006943, over 22.00 utterances.], tot_loss[loss=0.09241, over 1466477.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.06389, over 4766.99 utterances.], batch size: 22, lr: 4.29e-04 2022-11-23 17:19:22,655 INFO [train.py:818] (3/4) Epoch 13, batch 2750, loss[loss=0.08943, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 21.00 utterances.], tot_loss[loss=0.09163, over 1466358.65 frames. utt_duration=1250 frames, utt_pad_proportion=0.05818, over 4698.67 utterances.], batch size: 21, lr: 4.29e-04 2022-11-23 17:19:59,885 INFO [train.py:818] (3/4) Epoch 13, batch 2800, loss[loss=0.1209, over 7421.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00559, over 22.00 utterances.], tot_loss[loss=0.09155, over 1465446.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05582, over 4653.78 utterances.], batch size: 22, lr: 4.28e-04 2022-11-23 17:20:36,314 INFO [train.py:818] (3/4) Epoch 13, batch 2850, loss[loss=0.06688, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007922, over 18.00 utterances.], tot_loss[loss=0.09061, over 1465207.79 frames. utt_duration=1285 frames, utt_pad_proportion=0.05192, over 4566.55 utterances.], batch size: 18, lr: 4.28e-04 2022-11-23 17:21:13,511 INFO [train.py:818] (3/4) Epoch 13, batch 2900, loss[loss=0.08742, over 7277.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.02948, over 16.00 utterances.], tot_loss[loss=0.09031, over 1466199.30 frames. utt_duration=1285 frames, utt_pad_proportion=0.05256, over 4567.80 utterances.], batch size: 16, lr: 4.28e-04 2022-11-23 17:21:50,511 INFO [train.py:818] (3/4) Epoch 13, batch 2950, loss[loss=0.1107, over 7419.00 frames. utt_duration=425.3 frames, utt_pad_proportion=0.3354, over 70.00 utterances.], tot_loss[loss=0.09102, over 1466410.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.0594, over 4681.38 utterances.], batch size: 70, lr: 4.28e-04 2022-11-23 17:22:27,837 INFO [train.py:818] (3/4) Epoch 13, batch 3000, loss[loss=0.07269, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006008, over 21.00 utterances.], tot_loss[loss=0.08931, over 1466031.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.05886, over 4664.96 utterances.], batch size: 21, lr: 4.28e-04 2022-11-23 17:22:27,838 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 17:22:47,812 INFO [train.py:847] (3/4) Epoch 13, validation: loss=0.05343, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 17:23:24,251 INFO [train.py:818] (3/4) Epoch 13, batch 3050, loss[loss=0.05898, over 7304.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.04871, over 16.00 utterances.], tot_loss[loss=0.08764, over 1465487.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.05121, over 4562.04 utterances.], batch size: 16, lr: 4.28e-04 2022-11-23 17:24:00,507 INFO [train.py:818] (3/4) Epoch 13, batch 3100, loss[loss=0.07947, over 7471.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.0255, over 26.00 utterances.], tot_loss[loss=0.0893, over 1465233.29 frames. utt_duration=1271 frames, utt_pad_proportion=0.05547, over 4618.21 utterances.], batch size: 26, lr: 4.28e-04 2022-11-23 17:24:36,130 INFO [train.py:818] (3/4) Epoch 13, batch 3150, loss[loss=0.1723, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01154, over 24.00 utterances.], tot_loss[loss=0.09062, over 1465016.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05272, over 4607.47 utterances.], batch size: 24, lr: 4.28e-04 2022-11-23 17:25:13,801 INFO [train.py:818] (3/4) Epoch 13, batch 3200, loss[loss=0.1005, over 7401.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004033, over 19.00 utterances.], tot_loss[loss=0.09018, over 1464019.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05337, over 4619.87 utterances.], batch size: 19, lr: 4.28e-04 2022-11-23 17:25:50,826 INFO [train.py:818] (3/4) Epoch 13, batch 3250, loss[loss=0.076, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005972, over 20.00 utterances.], tot_loss[loss=0.08953, over 1464392.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.04736, over 4561.59 utterances.], batch size: 20, lr: 4.28e-04 2022-11-23 17:26:27,025 INFO [train.py:818] (3/4) Epoch 13, batch 3300, loss[loss=0.1045, over 7237.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01439, over 24.00 utterances.], tot_loss[loss=0.08869, over 1465136.53 frames. utt_duration=1302 frames, utt_pad_proportion=0.04395, over 4507.14 utterances.], batch size: 24, lr: 4.27e-04 2022-11-23 17:27:03,572 INFO [train.py:818] (3/4) Epoch 13, batch 3350, loss[loss=0.1194, over 7329.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03169, over 27.00 utterances.], tot_loss[loss=0.08916, over 1465114.99 frames. utt_duration=1309 frames, utt_pad_proportion=0.03909, over 4481.06 utterances.], batch size: 27, lr: 4.27e-04 2022-11-23 17:27:40,658 INFO [train.py:818] (3/4) Epoch 13, batch 3400, loss[loss=0.1274, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005795, over 22.00 utterances.], tot_loss[loss=0.08904, over 1464917.06 frames. utt_duration=1314 frames, utt_pad_proportion=0.03943, over 4462.82 utterances.], batch size: 22, lr: 4.27e-04 2022-11-23 17:28:17,258 INFO [train.py:818] (3/4) Epoch 13, batch 3450, loss[loss=0.09086, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007286, over 22.00 utterances.], tot_loss[loss=0.08929, over 1465423.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.04953, over 4572.91 utterances.], batch size: 22, lr: 4.27e-04 2022-11-23 17:28:55,078 INFO [train.py:818] (3/4) Epoch 13, batch 3500, loss[loss=0.1157, over 7279.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.05581, over 30.00 utterances.], tot_loss[loss=0.08934, over 1465389.77 frames. utt_duration=1252 frames, utt_pad_proportion=0.05757, over 4685.62 utterances.], batch size: 30, lr: 4.27e-04 2022-11-23 17:29:31,716 INFO [train.py:818] (3/4) Epoch 13, batch 3550, loss[loss=0.08691, over 7298.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01053, over 17.00 utterances.], tot_loss[loss=0.09064, over 1465925.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.06438, over 4770.82 utterances.], batch size: 17, lr: 4.27e-04 2022-11-23 17:30:07,993 INFO [train.py:818] (3/4) Epoch 13, batch 3600, loss[loss=0.09596, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007119, over 22.00 utterances.], tot_loss[loss=0.09068, over 1466441.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.05978, over 4717.60 utterances.], batch size: 22, lr: 4.27e-04 2022-11-23 17:30:44,120 INFO [train.py:818] (3/4) Epoch 13, batch 3650, loss[loss=0.1004, over 7147.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.006941, over 17.00 utterances.], tot_loss[loss=0.08935, over 1464952.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.05165, over 4628.58 utterances.], batch size: 17, lr: 4.27e-04 2022-11-23 17:31:21,502 INFO [train.py:818] (3/4) Epoch 13, batch 3700, loss[loss=0.09376, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005283, over 20.00 utterances.], tot_loss[loss=0.09022, over 1464982.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.05839, over 4757.74 utterances.], batch size: 20, lr: 4.27e-04 2022-11-23 17:31:58,546 INFO [train.py:818] (3/4) Epoch 13, batch 3750, loss[loss=0.09492, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007808, over 22.00 utterances.], tot_loss[loss=0.09126, over 1465804.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.06596, over 4862.49 utterances.], batch size: 22, lr: 4.27e-04 2022-11-23 17:32:34,671 INFO [train.py:818] (3/4) Epoch 13, batch 3800, loss[loss=0.1033, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01019, over 17.00 utterances.], tot_loss[loss=0.09119, over 1466286.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.05972, over 4777.89 utterances.], batch size: 17, lr: 4.26e-04 2022-11-23 17:33:11,329 INFO [train.py:818] (3/4) Epoch 13, batch 3850, loss[loss=0.1224, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006301, over 20.00 utterances.], tot_loss[loss=0.09097, over 1466236.38 frames. utt_duration=1241 frames, utt_pad_proportion=0.0585, over 4731.24 utterances.], batch size: 20, lr: 4.26e-04 2022-11-23 17:33:47,852 INFO [train.py:818] (3/4) Epoch 13, batch 3900, loss[loss=0.09017, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008282, over 17.00 utterances.], tot_loss[loss=0.09107, over 1466291.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05833, over 4717.98 utterances.], batch size: 17, lr: 4.26e-04 2022-11-23 17:34:23,565 INFO [train.py:818] (3/4) Epoch 13, batch 3950, loss[loss=0.0741, over 7262.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0176, over 25.00 utterances.], tot_loss[loss=0.08955, over 1464988.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.05425, over 4626.69 utterances.], batch size: 25, lr: 4.26e-04 2022-11-23 17:35:00,433 INFO [train.py:818] (3/4) Epoch 13, batch 4000, loss[loss=0.1035, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.009825, over 18.00 utterances.], tot_loss[loss=0.0895, over 1466449.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05261, over 4605.35 utterances.], batch size: 18, lr: 4.26e-04 2022-11-23 17:35:38,264 INFO [train.py:818] (3/4) Epoch 13, batch 4050, loss[loss=0.08342, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006561, over 21.00 utterances.], tot_loss[loss=0.09073, over 1466791.71 frames. utt_duration=1238 frames, utt_pad_proportion=0.06375, over 4746.01 utterances.], batch size: 21, lr: 4.26e-04 2022-11-23 17:36:15,144 INFO [train.py:818] (3/4) Epoch 13, batch 4100, loss[loss=0.08538, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008873, over 17.00 utterances.], tot_loss[loss=0.09155, over 1467355.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05729, over 4667.90 utterances.], batch size: 17, lr: 4.26e-04 2022-11-23 17:36:50,994 INFO [train.py:818] (3/4) Epoch 13, batch 4150, loss[loss=0.08228, over 7424.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005519, over 22.00 utterances.], tot_loss[loss=0.09191, over 1467403.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05793, over 4656.46 utterances.], batch size: 22, lr: 4.26e-04 2022-11-23 17:37:28,540 INFO [train.py:818] (3/4) Epoch 13, batch 4200, loss[loss=0.1092, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.0074, over 22.00 utterances.], tot_loss[loss=0.09362, over 1465669.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05881, over 4651.18 utterances.], batch size: 22, lr: 4.26e-04 2022-11-23 17:38:06,974 INFO [train.py:818] (3/4) Epoch 13, batch 4250, loss[loss=0.09621, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006075, over 19.00 utterances.], tot_loss[loss=0.09554, over 1465318.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.05941, over 4668.87 utterances.], batch size: 19, lr: 4.26e-04 2022-11-23 17:38:43,802 INFO [train.py:818] (3/4) Epoch 13, batch 4300, loss[loss=0.1022, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.09748, over 1465383.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06648, over 4748.86 utterances.], batch size: 21, lr: 4.26e-04 2022-11-23 17:39:22,438 INFO [train.py:818] (3/4) Epoch 13, batch 4350, loss[loss=0.09133, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00679, over 19.00 utterances.], tot_loss[loss=0.1006, over 1465178.63 frames. utt_duration=1226 frames, utt_pad_proportion=0.06982, over 4786.57 utterances.], batch size: 19, lr: 4.25e-04 2022-11-23 17:39:59,848 INFO [train.py:818] (3/4) Epoch 13, batch 4400, loss[loss=0.1036, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01492, over 24.00 utterances.], tot_loss[loss=0.1025, over 1466253.01 frames. utt_duration=1218 frames, utt_pad_proportion=0.0698, over 4821.23 utterances.], batch size: 24, lr: 4.25e-04 2022-11-23 17:40:36,559 INFO [train.py:818] (3/4) Epoch 13, batch 4450, loss[loss=0.1067, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005986, over 21.00 utterances.], tot_loss[loss=0.1039, over 1466497.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07233, over 4846.57 utterances.], batch size: 21, lr: 4.25e-04 2022-11-23 17:41:13,739 INFO [train.py:818] (3/4) Epoch 13, batch 4500, loss[loss=0.0871, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009292, over 17.00 utterances.], tot_loss[loss=0.1061, over 1466102.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.0725, over 4867.96 utterances.], batch size: 17, lr: 4.25e-04 2022-11-23 17:41:49,090 INFO [train.py:818] (3/4) Epoch 13, batch 4550, loss[loss=0.1137, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008757, over 22.00 utterances.], tot_loss[loss=0.1075, over 1466238.86 frames. utt_duration=1236 frames, utt_pad_proportion=0.06227, over 4751.22 utterances.], batch size: 22, lr: 4.25e-04 2022-11-23 17:42:26,929 INFO [train.py:818] (3/4) Epoch 13, batch 4600, loss[loss=0.08719, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 20.00 utterances.], tot_loss[loss=0.1089, over 1466518.22 frames. utt_duration=1217 frames, utt_pad_proportion=0.06997, over 4825.30 utterances.], batch size: 20, lr: 4.25e-04 2022-11-23 17:43:02,743 INFO [train.py:818] (3/4) Epoch 13, batch 4650, loss[loss=0.08078, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006147, over 19.00 utterances.], tot_loss[loss=0.1102, over 1466426.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.06375, over 4753.35 utterances.], batch size: 19, lr: 4.25e-04 2022-11-23 17:43:40,437 INFO [train.py:818] (3/4) Epoch 13, batch 4700, loss[loss=0.0984, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008986, over 17.00 utterances.], tot_loss[loss=0.1098, over 1465757.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.06193, over 4716.72 utterances.], batch size: 17, lr: 4.25e-04 2022-11-23 17:44:18,640 INFO [train.py:818] (3/4) Epoch 13, batch 4750, loss[loss=0.1192, over 7226.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03429, over 16.00 utterances.], tot_loss[loss=0.1123, over 1466010.09 frames. utt_duration=1220 frames, utt_pad_proportion=0.07032, over 4811.75 utterances.], batch size: 16, lr: 4.25e-04 2022-11-23 17:44:56,173 INFO [train.py:818] (3/4) Epoch 13, batch 4800, loss[loss=0.1124, over 7303.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00861, over 18.00 utterances.], tot_loss[loss=0.1129, over 1465298.09 frames. utt_duration=1217 frames, utt_pad_proportion=0.06835, over 4823.73 utterances.], batch size: 18, lr: 4.25e-04 2022-11-23 17:45:32,888 INFO [train.py:818] (3/4) Epoch 13, batch 4850, loss[loss=0.1602, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006522, over 18.00 utterances.], tot_loss[loss=0.1125, over 1465189.42 frames. utt_duration=1224 frames, utt_pad_proportion=0.06729, over 4793.08 utterances.], batch size: 18, lr: 4.24e-04 2022-11-23 17:46:10,127 INFO [train.py:818] (3/4) Epoch 13, batch 4900, loss[loss=0.09788, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007898, over 18.00 utterances.], tot_loss[loss=0.1131, over 1465454.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.0708, over 4862.85 utterances.], batch size: 18, lr: 4.24e-04 2022-11-23 17:46:47,278 INFO [train.py:818] (3/4) Epoch 13, batch 4950, loss[loss=0.129, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006768, over 20.00 utterances.], tot_loss[loss=0.1129, over 1464942.38 frames. utt_duration=1214 frames, utt_pad_proportion=0.071, over 4834.70 utterances.], batch size: 20, lr: 4.24e-04 2022-11-23 17:47:23,263 INFO [train.py:818] (3/4) Epoch 13, batch 5000, loss[loss=0.1033, over 7176.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.00547, over 17.00 utterances.], tot_loss[loss=0.1126, over 1465282.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.0592, over 4695.86 utterances.], batch size: 17, lr: 4.24e-04 2022-11-23 17:48:00,013 INFO [train.py:818] (3/4) Epoch 13, batch 5050, loss[loss=0.08076, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005587, over 19.00 utterances.], tot_loss[loss=0.1125, over 1465124.92 frames. utt_duration=1263 frames, utt_pad_proportion=0.05584, over 4646.15 utterances.], batch size: 19, lr: 4.24e-04 2022-11-23 17:48:37,164 INFO [train.py:818] (3/4) Epoch 13, batch 5100, loss[loss=0.1359, over 7312.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005873, over 22.00 utterances.], tot_loss[loss=0.1119, over 1464184.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.05613, over 4636.45 utterances.], batch size: 22, lr: 4.24e-04 2022-11-23 17:49:14,839 INFO [train.py:818] (3/4) Epoch 13, batch 5150, loss[loss=0.09683, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006702, over 20.00 utterances.], tot_loss[loss=0.1111, over 1464015.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05514, over 4632.92 utterances.], batch size: 20, lr: 4.24e-04 2022-11-23 17:49:51,661 INFO [train.py:818] (3/4) Epoch 13, batch 5200, loss[loss=0.07748, over 7236.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04153, over 27.00 utterances.], tot_loss[loss=0.1108, over 1464420.38 frames. utt_duration=1247 frames, utt_pad_proportion=0.06362, over 4704.68 utterances.], batch size: 27, lr: 4.24e-04 2022-11-23 17:50:27,992 INFO [train.py:818] (3/4) Epoch 13, batch 5250, loss[loss=0.1254, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004719, over 21.00 utterances.], tot_loss[loss=0.1097, over 1465835.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05726, over 4631.35 utterances.], batch size: 21, lr: 4.24e-04 2022-11-23 17:51:15,785 INFO [train.py:818] (3/4) Epoch 13, batch 5300, loss[loss=0.134, over 7270.00 frames. utt_duration=1386 frames, utt_pad_proportion=0.007772, over 21.00 utterances.], tot_loss[loss=0.1103, over 1465606.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05867, over 4634.84 utterances.], batch size: 21, lr: 4.24e-04 2022-11-23 17:51:52,968 INFO [train.py:818] (3/4) Epoch 13, batch 5350, loss[loss=0.1053, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02336, over 25.00 utterances.], tot_loss[loss=0.1102, over 1465882.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05523, over 4618.70 utterances.], batch size: 25, lr: 4.24e-04 2022-11-23 17:52:29,425 INFO [train.py:818] (3/4) Epoch 13, batch 5400, loss[loss=0.08568, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008946, over 17.00 utterances.], tot_loss[loss=0.1099, over 1467120.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.05259, over 4589.79 utterances.], batch size: 17, lr: 4.23e-04 2022-11-23 17:53:07,624 INFO [train.py:818] (3/4) Epoch 13, batch 5450, loss[loss=0.1519, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01553, over 24.00 utterances.], tot_loss[loss=0.1095, over 1467143.15 frames. utt_duration=1289 frames, utt_pad_proportion=0.05011, over 4557.93 utterances.], batch size: 24, lr: 4.23e-04 2022-11-23 17:53:45,198 INFO [train.py:818] (3/4) Epoch 13, batch 5500, loss[loss=0.06191, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005173, over 19.00 utterances.], tot_loss[loss=0.1092, over 1467474.73 frames. utt_duration=1287 frames, utt_pad_proportion=0.04866, over 4566.86 utterances.], batch size: 19, lr: 4.23e-04 2022-11-23 17:54:21,586 INFO [train.py:818] (3/4) Epoch 13, batch 5550, loss[loss=0.1172, over 7343.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008965, over 23.00 utterances.], tot_loss[loss=0.1098, over 1466966.59 frames. utt_duration=1285 frames, utt_pad_proportion=0.04456, over 4570.47 utterances.], batch size: 23, lr: 4.23e-04 2022-11-23 17:55:00,352 INFO [train.py:818] (3/4) Epoch 13, batch 5600, loss[loss=0.1864, over 7412.00 frames. utt_duration=418.9 frames, utt_pad_proportion=0.3454, over 71.00 utterances.], tot_loss[loss=0.1104, over 1466544.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.0531, over 4670.39 utterances.], batch size: 71, lr: 4.23e-04 2022-11-23 17:55:36,822 INFO [train.py:818] (3/4) Epoch 13, batch 5650, loss[loss=0.08095, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008588, over 23.00 utterances.], tot_loss[loss=0.1106, over 1467227.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05217, over 4686.47 utterances.], batch size: 23, lr: 4.23e-04 2022-11-23 17:56:14,614 INFO [train.py:818] (3/4) Epoch 13, batch 5700, loss[loss=0.116, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01267, over 24.00 utterances.], tot_loss[loss=0.11, over 1466985.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.0548, over 4699.92 utterances.], batch size: 24, lr: 4.23e-04 2022-11-23 17:56:50,011 INFO [train.py:818] (3/4) Epoch 13, batch 5750, loss[loss=0.07607, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006299, over 18.00 utterances.], tot_loss[loss=0.111, over 1466369.80 frames. utt_duration=1264 frames, utt_pad_proportion=0.05193, over 4645.10 utterances.], batch size: 18, lr: 4.23e-04 2022-11-23 17:57:28,416 INFO [train.py:818] (3/4) Epoch 13, batch 5800, loss[loss=0.1256, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.1118, over 1466850.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.06987, over 4808.84 utterances.], batch size: 21, lr: 4.23e-04 2022-11-23 17:58:05,725 INFO [train.py:818] (3/4) Epoch 13, batch 5850, loss[loss=0.1143, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007723, over 18.00 utterances.], tot_loss[loss=0.1112, over 1466814.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.06113, over 4729.70 utterances.], batch size: 18, lr: 4.23e-04 2022-11-23 17:58:43,379 INFO [train.py:818] (3/4) Epoch 13, batch 5900, loss[loss=0.09597, over 7478.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005317, over 21.00 utterances.], tot_loss[loss=0.1105, over 1465412.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.05129, over 4603.94 utterances.], batch size: 21, lr: 4.23e-04 2022-11-23 17:59:19,733 INFO [train.py:818] (3/4) Epoch 13, batch 5950, loss[loss=0.1202, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009622, over 22.00 utterances.], tot_loss[loss=0.1104, over 1466959.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05162, over 4652.33 utterances.], batch size: 22, lr: 4.22e-04 2022-11-23 17:59:56,809 INFO [train.py:818] (3/4) Epoch 13, batch 6000, loss[loss=0.0991, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00947, over 17.00 utterances.], tot_loss[loss=0.1118, over 1466033.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.04537, over 4596.25 utterances.], batch size: 17, lr: 4.22e-04 2022-11-23 17:59:56,809 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 18:00:16,796 INFO [train.py:847] (3/4) Epoch 13, validation: loss=0.04913, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 18:00:53,347 INFO [train.py:818] (3/4) Epoch 13, batch 6050, loss[loss=0.1598, over 7331.00 frames. utt_duration=414.6 frames, utt_pad_proportion=0.3511, over 71.00 utterances.], tot_loss[loss=0.1111, over 1466415.85 frames. utt_duration=1253 frames, utt_pad_proportion=0.05291, over 4687.69 utterances.], batch size: 71, lr: 4.22e-04 2022-11-23 18:01:31,448 INFO [train.py:818] (3/4) Epoch 13, batch 6100, loss[loss=0.09128, over 7252.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03679, over 16.00 utterances.], tot_loss[loss=0.1118, over 1466411.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.06453, over 4789.15 utterances.], batch size: 16, lr: 4.22e-04 2022-11-23 18:02:08,969 INFO [train.py:818] (3/4) Epoch 13, batch 6150, loss[loss=0.1264, over 7236.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03098, over 16.00 utterances.], tot_loss[loss=0.1112, over 1466019.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06335, over 4762.42 utterances.], batch size: 16, lr: 4.22e-04 2022-11-23 18:02:46,830 INFO [train.py:818] (3/4) Epoch 13, batch 6200, loss[loss=0.08946, over 7465.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06745, over 31.00 utterances.], tot_loss[loss=0.1117, over 1466452.31 frames. utt_duration=1203 frames, utt_pad_proportion=0.07031, over 4883.96 utterances.], batch size: 31, lr: 4.22e-04 2022-11-23 18:03:24,209 INFO [train.py:818] (3/4) Epoch 13, batch 6250, loss[loss=0.08928, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008155, over 18.00 utterances.], tot_loss[loss=0.1108, over 1467106.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06363, over 4785.60 utterances.], batch size: 18, lr: 4.22e-04 2022-11-23 18:04:01,942 INFO [train.py:818] (3/4) Epoch 13, batch 6300, loss[loss=0.1376, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008527, over 23.00 utterances.], tot_loss[loss=0.1107, over 1466735.65 frames. utt_duration=1229 frames, utt_pad_proportion=0.06312, over 4781.38 utterances.], batch size: 23, lr: 4.22e-04 2022-11-23 18:04:41,174 INFO [train.py:818] (3/4) Epoch 13, batch 6350, loss[loss=0.1544, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008228, over 22.00 utterances.], tot_loss[loss=0.1098, over 1467067.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06223, over 4720.47 utterances.], batch size: 22, lr: 4.22e-04 2022-11-23 18:05:18,475 INFO [train.py:818] (3/4) Epoch 13, batch 6400, loss[loss=0.07224, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 21.00 utterances.], tot_loss[loss=0.1095, over 1467360.41 frames. utt_duration=1224 frames, utt_pad_proportion=0.06802, over 4802.54 utterances.], batch size: 21, lr: 4.22e-04 2022-11-23 18:05:56,722 INFO [train.py:818] (3/4) Epoch 13, batch 6450, loss[loss=0.1249, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01417, over 24.00 utterances.], tot_loss[loss=0.111, over 1466672.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06936, over 4807.49 utterances.], batch size: 24, lr: 4.21e-04 2022-11-23 18:06:34,620 INFO [train.py:818] (3/4) Epoch 13, batch 6500, loss[loss=0.1291, over 7380.00 frames. utt_duration=953.7 frames, utt_pad_proportion=0.0723, over 31.00 utterances.], tot_loss[loss=0.1106, over 1466015.70 frames. utt_duration=1222 frames, utt_pad_proportion=0.06983, over 4805.74 utterances.], batch size: 31, lr: 4.21e-04 2022-11-23 18:07:11,856 INFO [train.py:818] (3/4) Epoch 13, batch 6550, loss[loss=0.1382, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00647, over 20.00 utterances.], tot_loss[loss=0.1106, over 1465741.39 frames. utt_duration=1221 frames, utt_pad_proportion=0.07182, over 4809.02 utterances.], batch size: 20, lr: 4.21e-04 2022-11-23 18:07:47,955 INFO [train.py:818] (3/4) Epoch 13, batch 6600, loss[loss=0.08767, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006867, over 18.00 utterances.], tot_loss[loss=0.1099, over 1465474.76 frames. utt_duration=1237 frames, utt_pad_proportion=0.06571, over 4743.77 utterances.], batch size: 18, lr: 4.21e-04 2022-11-23 18:08:25,718 INFO [train.py:818] (3/4) Epoch 13, batch 6650, loss[loss=0.07282, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00867, over 17.00 utterances.], tot_loss[loss=0.1119, over 1465549.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.06671, over 4798.65 utterances.], batch size: 17, lr: 4.21e-04 2022-11-23 18:09:04,186 INFO [train.py:818] (3/4) Epoch 13, batch 6700, loss[loss=0.1187, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007893, over 18.00 utterances.], tot_loss[loss=0.1113, over 1465290.39 frames. utt_duration=1258 frames, utt_pad_proportion=0.05619, over 4665.45 utterances.], batch size: 18, lr: 4.21e-04 2022-11-23 18:09:41,040 INFO [train.py:818] (3/4) Epoch 13, batch 6750, loss[loss=0.1101, over 7450.00 frames. utt_duration=1148 frames, utt_pad_proportion=0.02968, over 26.00 utterances.], tot_loss[loss=0.11, over 1465587.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05609, over 4639.92 utterances.], batch size: 26, lr: 4.21e-04 2022-11-23 18:10:18,020 INFO [train.py:818] (3/4) Epoch 13, batch 6800, loss[loss=0.141, over 7213.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004515, over 19.00 utterances.], tot_loss[loss=0.1101, over 1465177.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.05743, over 4675.50 utterances.], batch size: 19, lr: 4.21e-04 2022-11-23 18:10:55,550 INFO [train.py:818] (3/4) Epoch 13, batch 6850, loss[loss=0.1092, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007774, over 22.00 utterances.], tot_loss[loss=0.1081, over 1465832.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.06311, over 4764.09 utterances.], batch size: 22, lr: 4.21e-04 2022-11-23 18:11:33,591 INFO [train.py:818] (3/4) Epoch 13, batch 6900, loss[loss=0.1063, over 7231.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01986, over 25.00 utterances.], tot_loss[loss=0.1092, over 1466844.20 frames. utt_duration=1208 frames, utt_pad_proportion=0.06819, over 4861.34 utterances.], batch size: 25, lr: 4.21e-04 2022-11-23 18:12:11,239 INFO [train.py:818] (3/4) Epoch 13, batch 6950, loss[loss=0.1387, over 7409.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.124, over 39.00 utterances.], tot_loss[loss=0.1103, over 1466610.43 frames. utt_duration=1212 frames, utt_pad_proportion=0.06566, over 4846.56 utterances.], batch size: 39, lr: 4.21e-04 2022-11-23 18:12:48,662 INFO [train.py:818] (3/4) Epoch 13, batch 7000, loss[loss=0.1742, over 7434.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.3584, over 73.00 utterances.], tot_loss[loss=0.1097, over 1466378.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06717, over 4826.55 utterances.], batch size: 73, lr: 4.20e-04 2022-11-23 18:13:25,920 INFO [train.py:818] (3/4) Epoch 13, batch 7050, loss[loss=0.1265, over 7361.00 frames. utt_duration=951.5 frames, utt_pad_proportion=0.07799, over 31.00 utterances.], tot_loss[loss=0.1106, over 1466780.11 frames. utt_duration=1206 frames, utt_pad_proportion=0.06961, over 4871.04 utterances.], batch size: 31, lr: 4.20e-04 2022-11-23 18:14:03,638 INFO [train.py:818] (3/4) Epoch 13, batch 7100, loss[loss=0.06916, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005073, over 19.00 utterances.], tot_loss[loss=0.1098, over 1466528.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.06792, over 4865.89 utterances.], batch size: 19, lr: 4.20e-04 2022-11-23 18:14:40,044 INFO [train.py:818] (3/4) Epoch 13, batch 7150, loss[loss=0.09488, over 7415.00 frames. utt_duration=957.7 frames, utt_pad_proportion=0.07202, over 31.00 utterances.], tot_loss[loss=0.1083, over 1466176.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.06613, over 4831.34 utterances.], batch size: 31, lr: 4.20e-04 2022-11-23 18:15:17,511 INFO [train.py:818] (3/4) Epoch 13, batch 7200, loss[loss=0.157, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01261, over 24.00 utterances.], tot_loss[loss=0.1079, over 1465547.86 frames. utt_duration=1209 frames, utt_pad_proportion=0.06807, over 4854.10 utterances.], batch size: 24, lr: 4.20e-04 2022-11-23 18:15:55,527 INFO [train.py:818] (3/4) Epoch 13, batch 7250, loss[loss=0.123, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005771, over 21.00 utterances.], tot_loss[loss=0.1088, over 1465821.09 frames. utt_duration=1195 frames, utt_pad_proportion=0.0712, over 4913.59 utterances.], batch size: 21, lr: 4.20e-04 2022-11-23 18:16:33,181 INFO [train.py:818] (3/4) Epoch 13, batch 7300, loss[loss=0.1401, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004876, over 21.00 utterances.], tot_loss[loss=0.1096, over 1466043.87 frames. utt_duration=1195 frames, utt_pad_proportion=0.07215, over 4912.86 utterances.], batch size: 21, lr: 4.20e-04 2022-11-23 18:17:09,738 INFO [train.py:818] (3/4) Epoch 13, batch 7350, loss[loss=0.1191, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006094, over 19.00 utterances.], tot_loss[loss=0.1102, over 1465413.37 frames. utt_duration=1211 frames, utt_pad_proportion=0.06713, over 4844.52 utterances.], batch size: 19, lr: 4.20e-04 2022-11-23 18:17:47,457 INFO [train.py:818] (3/4) Epoch 13, batch 7400, loss[loss=0.1011, over 7204.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.0193, over 24.00 utterances.], tot_loss[loss=0.1108, over 1465483.33 frames. utt_duration=1200 frames, utt_pad_proportion=0.07, over 4891.50 utterances.], batch size: 24, lr: 4.20e-04 2022-11-23 18:18:25,571 INFO [train.py:818] (3/4) Epoch 13, batch 7450, loss[loss=0.08455, over 7322.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006542, over 18.00 utterances.], tot_loss[loss=0.1096, over 1465831.66 frames. utt_duration=1208 frames, utt_pad_proportion=0.07103, over 4859.03 utterances.], batch size: 18, lr: 4.20e-04 2022-11-23 18:19:03,814 INFO [train.py:818] (3/4) Epoch 13, batch 7500, loss[loss=0.1384, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007848, over 22.00 utterances.], tot_loss[loss=0.109, over 1465478.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06366, over 4767.77 utterances.], batch size: 22, lr: 4.20e-04 2022-11-23 18:19:40,345 INFO [train.py:818] (3/4) Epoch 13, batch 7550, loss[loss=0.08957, over 7479.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01132, over 23.00 utterances.], tot_loss[loss=0.108, over 1465360.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.06038, over 4677.33 utterances.], batch size: 23, lr: 4.19e-04 2022-11-23 18:20:19,340 INFO [train.py:818] (3/4) Epoch 13, batch 7600, loss[loss=0.122, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006478, over 19.00 utterances.], tot_loss[loss=0.1078, over 1465847.16 frames. utt_duration=1236 frames, utt_pad_proportion=0.06496, over 4750.15 utterances.], batch size: 19, lr: 4.19e-04 2022-11-23 18:20:56,490 INFO [train.py:818] (3/4) Epoch 13, batch 7650, loss[loss=0.121, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006422, over 20.00 utterances.], tot_loss[loss=0.107, over 1465257.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05626, over 4676.58 utterances.], batch size: 20, lr: 4.19e-04 2022-11-23 18:21:32,646 INFO [train.py:818] (3/4) Epoch 13, batch 7700, loss[loss=0.09774, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005474, over 20.00 utterances.], tot_loss[loss=0.1061, over 1466073.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.05675, over 4661.23 utterances.], batch size: 20, lr: 4.19e-04 2022-11-23 18:22:10,288 INFO [train.py:818] (3/4) Epoch 13, batch 7750, loss[loss=0.07303, over 7487.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.006893, over 17.00 utterances.], tot_loss[loss=0.1062, over 1465658.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06246, over 4736.41 utterances.], batch size: 17, lr: 4.19e-04 2022-11-23 18:22:48,891 INFO [train.py:818] (3/4) Epoch 13, batch 7800, loss[loss=0.1062, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005753, over 19.00 utterances.], tot_loss[loss=0.1068, over 1464840.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06608, over 4762.01 utterances.], batch size: 19, lr: 4.19e-04 2022-11-23 18:23:26,365 INFO [train.py:818] (3/4) Epoch 13, batch 7850, loss[loss=0.1143, over 7446.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01756, over 24.00 utterances.], tot_loss[loss=0.1061, over 1464519.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.06869, over 4816.16 utterances.], batch size: 24, lr: 4.19e-04 2022-11-23 18:24:02,434 INFO [train.py:818] (3/4) Epoch 13, batch 7900, loss[loss=0.1389, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005149, over 21.00 utterances.], tot_loss[loss=0.1064, over 1464243.75 frames. utt_duration=1212 frames, utt_pad_proportion=0.07006, over 4839.75 utterances.], batch size: 21, lr: 4.19e-04 2022-11-23 18:24:39,633 INFO [train.py:818] (3/4) Epoch 13, batch 7950, loss[loss=0.1325, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.005666, over 21.00 utterances.], tot_loss[loss=0.1069, over 1464410.60 frames. utt_duration=1200 frames, utt_pad_proportion=0.0762, over 4887.49 utterances.], batch size: 21, lr: 4.19e-04 2022-11-23 18:25:17,472 INFO [train.py:818] (3/4) Epoch 13, batch 8000, loss[loss=0.1102, over 7465.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01532, over 24.00 utterances.], tot_loss[loss=0.1084, over 1464769.87 frames. utt_duration=1164 frames, utt_pad_proportion=0.08579, over 5038.93 utterances.], batch size: 24, lr: 4.19e-04 2022-11-23 18:25:55,242 INFO [train.py:818] (3/4) Epoch 13, batch 8050, loss[loss=0.122, over 7412.00 frames. utt_duration=958 frames, utt_pad_proportion=0.06809, over 31.00 utterances.], tot_loss[loss=0.1089, over 1465792.66 frames. utt_duration=1174 frames, utt_pad_proportion=0.08174, over 5002.53 utterances.], batch size: 31, lr: 4.19e-04 2022-11-23 18:26:31,860 INFO [train.py:818] (3/4) Epoch 13, batch 8100, loss[loss=0.109, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00538, over 20.00 utterances.], tot_loss[loss=0.1095, over 1464734.34 frames. utt_duration=1188 frames, utt_pad_proportion=0.07754, over 4939.28 utterances.], batch size: 20, lr: 4.18e-04 2022-11-23 18:27:08,989 INFO [train.py:818] (3/4) Epoch 13, batch 8150, loss[loss=0.1185, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007445, over 19.00 utterances.], tot_loss[loss=0.1101, over 1465087.31 frames. utt_duration=1200 frames, utt_pad_proportion=0.07559, over 4890.16 utterances.], batch size: 19, lr: 4.18e-04 2022-11-23 18:27:45,264 INFO [train.py:818] (3/4) Epoch 13, batch 8200, loss[loss=0.08607, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.006406, over 18.00 utterances.], tot_loss[loss=0.1095, over 1465623.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.06968, over 4843.68 utterances.], batch size: 18, lr: 4.18e-04 2022-11-23 18:28:22,675 INFO [train.py:818] (3/4) Epoch 13, batch 8250, loss[loss=0.1208, over 7232.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01776, over 25.00 utterances.], tot_loss[loss=0.1104, over 1465186.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.06919, over 4852.75 utterances.], batch size: 25, lr: 4.18e-04 2022-11-23 18:28:58,974 INFO [train.py:818] (3/4) Epoch 13, batch 8300, loss[loss=0.08389, over 7305.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009618, over 17.00 utterances.], tot_loss[loss=0.1107, over 1464943.26 frames. utt_duration=1201 frames, utt_pad_proportion=0.06802, over 4884.23 utterances.], batch size: 17, lr: 4.18e-04 2022-11-23 18:29:36,694 INFO [train.py:818] (3/4) Epoch 13, batch 8350, loss[loss=0.1316, over 7221.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.02119, over 16.00 utterances.], tot_loss[loss=0.109, over 1464787.49 frames. utt_duration=1213 frames, utt_pad_proportion=0.06392, over 4836.64 utterances.], batch size: 16, lr: 4.18e-04 2022-11-23 18:30:15,289 INFO [train.py:818] (3/4) Epoch 13, batch 8400, loss[loss=0.07608, over 7290.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.006027, over 22.00 utterances.], tot_loss[loss=0.1107, over 1465211.28 frames. utt_duration=1187 frames, utt_pad_proportion=0.07482, over 4942.81 utterances.], batch size: 22, lr: 4.18e-04 2022-11-23 18:30:51,995 INFO [train.py:818] (3/4) Epoch 13, batch 8450, loss[loss=0.06962, over 7490.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005339, over 19.00 utterances.], tot_loss[loss=0.1094, over 1465558.44 frames. utt_duration=1218 frames, utt_pad_proportion=0.06692, over 4817.13 utterances.], batch size: 19, lr: 4.18e-04 2022-11-23 18:31:28,515 INFO [train.py:818] (3/4) Epoch 13, batch 8500, loss[loss=0.1048, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006724, over 19.00 utterances.], tot_loss[loss=0.1088, over 1465724.35 frames. utt_duration=1233 frames, utt_pad_proportion=0.06165, over 4759.39 utterances.], batch size: 19, lr: 4.18e-04 2022-11-23 18:32:05,333 INFO [train.py:818] (3/4) Epoch 13, batch 8550, loss[loss=0.1058, over 7467.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01437, over 24.00 utterances.], tot_loss[loss=0.1087, over 1465805.42 frames. utt_duration=1249 frames, utt_pad_proportion=0.0554, over 4701.19 utterances.], batch size: 24, lr: 4.18e-04 2022-11-23 18:32:44,023 INFO [train.py:818] (3/4) Epoch 13, batch 8600, loss[loss=0.1437, over 7351.00 frames. utt_duration=950 frames, utt_pad_proportion=0.08209, over 31.00 utterances.], tot_loss[loss=0.1092, over 1465648.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05301, over 4676.62 utterances.], batch size: 31, lr: 4.18e-04 2022-11-23 18:33:21,138 INFO [train.py:818] (3/4) Epoch 13, batch 8650, loss[loss=0.1044, over 7369.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007466, over 21.00 utterances.], tot_loss[loss=0.1076, over 1466587.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.05857, over 4737.32 utterances.], batch size: 21, lr: 4.17e-04 2022-11-23 18:33:59,021 INFO [train.py:818] (3/4) Epoch 13, batch 8700, loss[loss=0.1288, over 7299.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008684, over 22.00 utterances.], tot_loss[loss=0.1082, over 1465727.54 frames. utt_duration=1225 frames, utt_pad_proportion=0.06337, over 4790.73 utterances.], batch size: 22, lr: 4.17e-04 2022-11-23 18:34:35,212 INFO [train.py:818] (3/4) Epoch 13, batch 8750, loss[loss=0.1272, over 7282.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03803, over 27.00 utterances.], tot_loss[loss=0.1071, over 1465677.03 frames. utt_duration=1230 frames, utt_pad_proportion=0.06512, over 4773.02 utterances.], batch size: 27, lr: 4.17e-04 2022-11-23 18:35:11,789 INFO [train.py:818] (3/4) Epoch 13, batch 8800, loss[loss=0.07293, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008621, over 18.00 utterances.], tot_loss[loss=0.1072, over 1465866.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06572, over 4755.02 utterances.], batch size: 18, lr: 4.17e-04 2022-11-23 18:35:47,998 INFO [train.py:818] (3/4) Epoch 13, batch 8850, loss[loss=0.1041, over 7424.00 frames. utt_duration=959.4 frames, utt_pad_proportion=0.07126, over 31.00 utterances.], tot_loss[loss=0.1054, over 1465389.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.0653, over 4740.53 utterances.], batch size: 31, lr: 4.17e-04 2022-11-23 18:37:08,294 INFO [train.py:818] (3/4) Epoch 14, batch 0, loss[loss=0.06793, over 7313.00 frames. utt_duration=1830 frames, utt_pad_proportion=0.02282, over 16.00 utterances.], tot_loss[loss=0.06793, over 7313.00 frames. utt_duration=1830 frames, utt_pad_proportion=0.02282, over 16.00 utterances.], batch size: 16, lr: 4.04e-04 2022-11-23 18:37:44,331 INFO [train.py:818] (3/4) Epoch 14, batch 50, loss[loss=0.062, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006208, over 20.00 utterances.], tot_loss[loss=0.08757, over 331607.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05855, over 1039.47 utterances.], batch size: 20, lr: 4.04e-04 2022-11-23 18:38:20,880 INFO [train.py:818] (3/4) Epoch 14, batch 100, loss[loss=0.0779, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.004813, over 21.00 utterances.], tot_loss[loss=0.08745, over 582777.02 frames. utt_duration=1276 frames, utt_pad_proportion=0.05454, over 1829.31 utterances.], batch size: 21, lr: 4.03e-04 2022-11-23 18:38:58,698 INFO [train.py:818] (3/4) Epoch 14, batch 150, loss[loss=0.09873, over 7453.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008636, over 17.00 utterances.], tot_loss[loss=0.08863, over 777831.37 frames. utt_duration=1225 frames, utt_pad_proportion=0.06904, over 2542.20 utterances.], batch size: 17, lr: 4.03e-04 2022-11-23 18:39:35,731 INFO [train.py:818] (3/4) Epoch 14, batch 200, loss[loss=0.05912, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006576, over 18.00 utterances.], tot_loss[loss=0.08763, over 930785.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.0585, over 3007.40 utterances.], batch size: 18, lr: 4.03e-04 2022-11-23 18:40:13,049 INFO [train.py:818] (3/4) Epoch 14, batch 250, loss[loss=0.05591, over 7435.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008959, over 18.00 utterances.], tot_loss[loss=0.08674, over 1050468.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.06022, over 3370.75 utterances.], batch size: 18, lr: 4.03e-04 2022-11-23 18:40:51,710 INFO [train.py:818] (3/4) Epoch 14, batch 300, loss[loss=0.09701, over 7229.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.03123, over 16.00 utterances.], tot_loss[loss=0.08785, over 1143627.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.06955, over 3770.23 utterances.], batch size: 16, lr: 4.03e-04 2022-11-23 18:41:28,018 INFO [train.py:818] (3/4) Epoch 14, batch 350, loss[loss=0.0819, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006689, over 22.00 utterances.], tot_loss[loss=0.08709, over 1214822.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.07203, over 3991.48 utterances.], batch size: 22, lr: 4.03e-04 2022-11-23 18:42:06,094 INFO [train.py:818] (3/4) Epoch 14, batch 400, loss[loss=0.0826, over 7474.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.05854, over 31.00 utterances.], tot_loss[loss=0.08723, over 1271089.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.06531, over 4116.08 utterances.], batch size: 31, lr: 4.03e-04 2022-11-23 18:42:41,783 INFO [train.py:818] (3/4) Epoch 14, batch 450, loss[loss=0.08968, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005914, over 20.00 utterances.], tot_loss[loss=0.0862, over 1315016.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.0551, over 4171.11 utterances.], batch size: 20, lr: 4.03e-04 2022-11-23 18:43:18,162 INFO [train.py:818] (3/4) Epoch 14, batch 500, loss[loss=0.06907, over 7270.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04276, over 16.00 utterances.], tot_loss[loss=0.0866, over 1347956.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05244, over 4262.69 utterances.], batch size: 16, lr: 4.03e-04 2022-11-23 18:43:55,262 INFO [train.py:818] (3/4) Epoch 14, batch 550, loss[loss=0.06377, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007016, over 17.00 utterances.], tot_loss[loss=0.0863, over 1373985.44 frames. utt_duration=1270 frames, utt_pad_proportion=0.05213, over 4334.26 utterances.], batch size: 17, lr: 4.03e-04 2022-11-23 18:44:31,522 INFO [train.py:818] (3/4) Epoch 14, batch 600, loss[loss=0.08326, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008046, over 21.00 utterances.], tot_loss[loss=0.08495, over 1392757.25 frames. utt_duration=1303 frames, utt_pad_proportion=0.04432, over 4279.47 utterances.], batch size: 21, lr: 4.03e-04 2022-11-23 18:45:08,290 INFO [train.py:818] (3/4) Epoch 14, batch 650, loss[loss=0.07891, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007468, over 22.00 utterances.], tot_loss[loss=0.08476, over 1408719.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.0558, over 4430.95 utterances.], batch size: 22, lr: 4.03e-04 2022-11-23 18:45:45,960 INFO [train.py:818] (3/4) Epoch 14, batch 700, loss[loss=0.1029, over 7240.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04621, over 16.00 utterances.], tot_loss[loss=0.08413, over 1421213.58 frames. utt_duration=1270 frames, utt_pad_proportion=0.05697, over 4481.09 utterances.], batch size: 16, lr: 4.02e-04 2022-11-23 18:46:21,580 INFO [train.py:818] (3/4) Epoch 14, batch 750, loss[loss=0.07579, over 7229.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01544, over 24.00 utterances.], tot_loss[loss=0.08397, over 1430396.98 frames. utt_duration=1298 frames, utt_pad_proportion=0.04803, over 4412.28 utterances.], batch size: 24, lr: 4.02e-04 2022-11-23 18:46:57,418 INFO [train.py:818] (3/4) Epoch 14, batch 800, loss[loss=0.05464, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005683, over 20.00 utterances.], tot_loss[loss=0.084, over 1437024.75 frames. utt_duration=1305 frames, utt_pad_proportion=0.04821, over 4408.84 utterances.], batch size: 20, lr: 4.02e-04 2022-11-23 18:47:34,786 INFO [train.py:818] (3/4) Epoch 14, batch 850, loss[loss=0.06798, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007726, over 22.00 utterances.], tot_loss[loss=0.08434, over 1443775.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.05488, over 4493.24 utterances.], batch size: 22, lr: 4.02e-04 2022-11-23 18:48:10,885 INFO [train.py:818] (3/4) Epoch 14, batch 900, loss[loss=0.1502, over 7210.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01813, over 24.00 utterances.], tot_loss[loss=0.08504, over 1448319.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05398, over 4542.74 utterances.], batch size: 24, lr: 4.02e-04 2022-11-23 18:48:48,146 INFO [train.py:818] (3/4) Epoch 14, batch 950, loss[loss=0.05898, over 7434.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.00942, over 18.00 utterances.], tot_loss[loss=0.08639, over 1451530.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.05968, over 4661.31 utterances.], batch size: 18, lr: 4.02e-04 2022-11-23 18:49:24,950 INFO [train.py:818] (3/4) Epoch 14, batch 1000, loss[loss=0.09866, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007554, over 18.00 utterances.], tot_loss[loss=0.08702, over 1456061.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.05547, over 4670.00 utterances.], batch size: 18, lr: 4.02e-04 2022-11-23 18:50:01,360 INFO [train.py:818] (3/4) Epoch 14, batch 1050, loss[loss=0.04751, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005656, over 19.00 utterances.], tot_loss[loss=0.08712, over 1457839.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05917, over 4679.34 utterances.], batch size: 19, lr: 4.02e-04 2022-11-23 18:50:39,469 INFO [train.py:818] (3/4) Epoch 14, batch 1100, loss[loss=0.09429, over 7406.00 frames. utt_duration=742.2 frames, utt_pad_proportion=0.1508, over 40.00 utterances.], tot_loss[loss=0.08898, over 1458785.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.06624, over 4781.82 utterances.], batch size: 40, lr: 4.02e-04 2022-11-23 18:51:16,387 INFO [train.py:818] (3/4) Epoch 14, batch 1150, loss[loss=0.1136, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007934, over 17.00 utterances.], tot_loss[loss=0.08972, over 1459955.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.06896, over 4818.38 utterances.], batch size: 17, lr: 4.02e-04 2022-11-23 18:51:52,957 INFO [train.py:818] (3/4) Epoch 14, batch 1200, loss[loss=0.1115, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007474, over 22.00 utterances.], tot_loss[loss=0.09119, over 1462233.95 frames. utt_duration=1198 frames, utt_pad_proportion=0.07033, over 4886.67 utterances.], batch size: 22, lr: 4.02e-04 2022-11-23 18:52:29,955 INFO [train.py:818] (3/4) Epoch 14, batch 1250, loss[loss=0.08968, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007559, over 22.00 utterances.], tot_loss[loss=0.09068, over 1464708.54 frames. utt_duration=1192 frames, utt_pad_proportion=0.07459, over 4920.94 utterances.], batch size: 22, lr: 4.02e-04 2022-11-23 18:53:05,998 INFO [train.py:818] (3/4) Epoch 14, batch 1300, loss[loss=0.08602, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01031, over 23.00 utterances.], tot_loss[loss=0.09086, over 1464582.44 frames. utt_duration=1220 frames, utt_pad_proportion=0.06555, over 4806.29 utterances.], batch size: 23, lr: 4.01e-04 2022-11-23 18:53:42,474 INFO [train.py:818] (3/4) Epoch 14, batch 1350, loss[loss=0.08836, over 7286.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.007383, over 22.00 utterances.], tot_loss[loss=0.09067, over 1464108.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.0588, over 4720.07 utterances.], batch size: 22, lr: 4.01e-04 2022-11-23 18:54:18,938 INFO [train.py:818] (3/4) Epoch 14, batch 1400, loss[loss=0.06441, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006552, over 18.00 utterances.], tot_loss[loss=0.09021, over 1463644.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.05013, over 4558.37 utterances.], batch size: 18, lr: 4.01e-04 2022-11-23 18:54:55,296 INFO [train.py:818] (3/4) Epoch 14, batch 1450, loss[loss=0.09575, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005448, over 20.00 utterances.], tot_loss[loss=0.09012, over 1462634.70 frames. utt_duration=1296 frames, utt_pad_proportion=0.04646, over 4519.28 utterances.], batch size: 20, lr: 4.01e-04 2022-11-23 18:55:31,959 INFO [train.py:818] (3/4) Epoch 14, batch 1500, loss[loss=0.1192, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007426, over 20.00 utterances.], tot_loss[loss=0.08997, over 1464316.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05675, over 4598.05 utterances.], batch size: 20, lr: 4.01e-04 2022-11-23 18:56:10,049 INFO [train.py:818] (3/4) Epoch 14, batch 1550, loss[loss=0.08081, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005553, over 21.00 utterances.], tot_loss[loss=0.09037, over 1465355.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.07042, over 4741.83 utterances.], batch size: 21, lr: 4.01e-04 2022-11-23 18:56:47,289 INFO [train.py:818] (3/4) Epoch 14, batch 1600, loss[loss=0.122, over 7482.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004553, over 21.00 utterances.], tot_loss[loss=0.09085, over 1465129.31 frames. utt_duration=1244 frames, utt_pad_proportion=0.06421, over 4717.90 utterances.], batch size: 21, lr: 4.01e-04 2022-11-23 18:57:23,359 INFO [train.py:818] (3/4) Epoch 14, batch 1650, loss[loss=0.09175, over 7461.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.06452, over 31.00 utterances.], tot_loss[loss=0.09062, over 1465956.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06452, over 4749.35 utterances.], batch size: 31, lr: 4.01e-04 2022-11-23 18:58:01,189 INFO [train.py:818] (3/4) Epoch 14, batch 1700, loss[loss=0.08734, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004708, over 21.00 utterances.], tot_loss[loss=0.09017, over 1465751.74 frames. utt_duration=1237 frames, utt_pad_proportion=0.06488, over 4743.59 utterances.], batch size: 21, lr: 4.01e-04 2022-11-23 18:58:37,255 INFO [train.py:818] (3/4) Epoch 14, batch 1750, loss[loss=0.08342, over 7471.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01222, over 24.00 utterances.], tot_loss[loss=0.08933, over 1464803.97 frames. utt_duration=1259 frames, utt_pad_proportion=0.05913, over 4660.20 utterances.], batch size: 24, lr: 4.01e-04 2022-11-23 18:59:13,431 INFO [train.py:818] (3/4) Epoch 14, batch 1800, loss[loss=0.1017, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006548, over 18.00 utterances.], tot_loss[loss=0.08932, over 1464577.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.05615, over 4667.96 utterances.], batch size: 18, lr: 4.01e-04 2022-11-23 18:59:50,252 INFO [train.py:818] (3/4) Epoch 14, batch 1850, loss[loss=0.07133, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007228, over 18.00 utterances.], tot_loss[loss=0.09043, over 1464796.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.0575, over 4690.65 utterances.], batch size: 18, lr: 4.00e-04 2022-11-23 19:00:28,169 INFO [train.py:818] (3/4) Epoch 14, batch 1900, loss[loss=0.06628, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007257, over 18.00 utterances.], tot_loss[loss=0.09106, over 1465266.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.06674, over 4834.85 utterances.], batch size: 18, lr: 4.00e-04 2022-11-23 19:01:05,647 INFO [train.py:818] (3/4) Epoch 14, batch 1950, loss[loss=0.07114, over 7220.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.0412, over 16.00 utterances.], tot_loss[loss=0.09038, over 1464332.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.0609, over 4732.88 utterances.], batch size: 16, lr: 4.00e-04 2022-11-23 19:01:42,107 INFO [train.py:818] (3/4) Epoch 14, batch 2000, loss[loss=0.08696, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009725, over 22.00 utterances.], tot_loss[loss=0.09139, over 1464514.99 frames. utt_duration=1231 frames, utt_pad_proportion=0.05906, over 4764.20 utterances.], batch size: 22, lr: 4.00e-04 2022-11-23 19:02:17,838 INFO [train.py:818] (3/4) Epoch 14, batch 2050, loss[loss=0.07691, over 7175.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.006263, over 17.00 utterances.], tot_loss[loss=0.09101, over 1464341.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06068, over 4769.30 utterances.], batch size: 17, lr: 4.00e-04 2022-11-23 19:02:55,813 INFO [train.py:818] (3/4) Epoch 14, batch 2100, loss[loss=0.09531, over 7302.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007027, over 22.00 utterances.], tot_loss[loss=0.09037, over 1464475.82 frames. utt_duration=1237 frames, utt_pad_proportion=0.06059, over 4740.38 utterances.], batch size: 22, lr: 4.00e-04 2022-11-23 19:03:32,057 INFO [train.py:818] (3/4) Epoch 14, batch 2150, loss[loss=0.09511, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.09058, over 1464476.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06046, over 4751.95 utterances.], batch size: 20, lr: 4.00e-04 2022-11-23 19:04:09,599 INFO [train.py:818] (3/4) Epoch 14, batch 2200, loss[loss=0.07274, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005156, over 21.00 utterances.], tot_loss[loss=0.0903, over 1464732.31 frames. utt_duration=1211 frames, utt_pad_proportion=0.06801, over 4843.85 utterances.], batch size: 21, lr: 4.00e-04 2022-11-23 19:04:47,102 INFO [train.py:818] (3/4) Epoch 14, batch 2250, loss[loss=0.114, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006413, over 21.00 utterances.], tot_loss[loss=0.09018, over 1464472.15 frames. utt_duration=1207 frames, utt_pad_proportion=0.07048, over 4858.27 utterances.], batch size: 21, lr: 4.00e-04 2022-11-23 19:05:23,381 INFO [train.py:818] (3/4) Epoch 14, batch 2300, loss[loss=0.1109, over 7274.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03921, over 27.00 utterances.], tot_loss[loss=0.09055, over 1463809.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.06653, over 4794.47 utterances.], batch size: 27, lr: 4.00e-04 2022-11-23 19:05:59,046 INFO [train.py:818] (3/4) Epoch 14, batch 2350, loss[loss=0.09888, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.0074, over 22.00 utterances.], tot_loss[loss=0.08946, over 1463753.64 frames. utt_duration=1256 frames, utt_pad_proportion=0.05672, over 4667.81 utterances.], batch size: 22, lr: 4.00e-04 2022-11-23 19:06:36,540 INFO [train.py:818] (3/4) Epoch 14, batch 2400, loss[loss=0.06669, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006668, over 19.00 utterances.], tot_loss[loss=0.08934, over 1463632.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.05661, over 4662.76 utterances.], batch size: 19, lr: 4.00e-04 2022-11-23 19:07:12,191 INFO [train.py:818] (3/4) Epoch 14, batch 2450, loss[loss=0.08432, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00587, over 21.00 utterances.], tot_loss[loss=0.08904, over 1464825.50 frames. utt_duration=1274 frames, utt_pad_proportion=0.0487, over 4603.83 utterances.], batch size: 21, lr: 3.99e-04 2022-11-23 19:07:49,129 INFO [train.py:818] (3/4) Epoch 14, batch 2500, loss[loss=0.08578, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01393, over 24.00 utterances.], tot_loss[loss=0.08856, over 1465677.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05428, over 4653.03 utterances.], batch size: 24, lr: 3.99e-04 2022-11-23 19:08:26,376 INFO [train.py:818] (3/4) Epoch 14, batch 2550, loss[loss=0.09131, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00584, over 19.00 utterances.], tot_loss[loss=0.08976, over 1466481.02 frames. utt_duration=1268 frames, utt_pad_proportion=0.0541, over 4630.14 utterances.], batch size: 19, lr: 3.99e-04 2022-11-23 19:09:02,844 INFO [train.py:818] (3/4) Epoch 14, batch 2600, loss[loss=0.08019, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006294, over 19.00 utterances.], tot_loss[loss=0.08948, over 1466641.26 frames. utt_duration=1259 frames, utt_pad_proportion=0.05588, over 4666.15 utterances.], batch size: 19, lr: 3.99e-04 2022-11-23 19:09:39,897 INFO [train.py:818] (3/4) Epoch 14, batch 2650, loss[loss=0.05963, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00799, over 18.00 utterances.], tot_loss[loss=0.08744, over 1466400.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05591, over 4637.63 utterances.], batch size: 18, lr: 3.99e-04 2022-11-23 19:10:15,712 INFO [train.py:818] (3/4) Epoch 14, batch 2700, loss[loss=0.08454, over 7466.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.06536, over 31.00 utterances.], tot_loss[loss=0.08946, over 1466756.16 frames. utt_duration=1249 frames, utt_pad_proportion=0.05794, over 4702.16 utterances.], batch size: 31, lr: 3.99e-04 2022-11-23 19:10:51,529 INFO [train.py:818] (3/4) Epoch 14, batch 2750, loss[loss=0.06143, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006468, over 18.00 utterances.], tot_loss[loss=0.09035, over 1466177.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05314, over 4643.37 utterances.], batch size: 18, lr: 3.99e-04 2022-11-23 19:11:29,640 INFO [train.py:818] (3/4) Epoch 14, batch 2800, loss[loss=0.08238, over 7331.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01115, over 23.00 utterances.], tot_loss[loss=0.09126, over 1465342.28 frames. utt_duration=1236 frames, utt_pad_proportion=0.05827, over 4747.82 utterances.], batch size: 23, lr: 3.99e-04 2022-11-23 19:12:06,509 INFO [train.py:818] (3/4) Epoch 14, batch 2850, loss[loss=0.09849, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007332, over 22.00 utterances.], tot_loss[loss=0.09009, over 1465199.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.05372, over 4687.27 utterances.], batch size: 22, lr: 3.99e-04 2022-11-23 19:12:43,938 INFO [train.py:818] (3/4) Epoch 14, batch 2900, loss[loss=0.1529, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005416, over 20.00 utterances.], tot_loss[loss=0.09029, over 1465321.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.05061, over 4680.04 utterances.], batch size: 20, lr: 3.99e-04 2022-11-23 19:13:21,083 INFO [train.py:818] (3/4) Epoch 14, batch 2950, loss[loss=0.05172, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 21.00 utterances.], tot_loss[loss=0.08927, over 1465321.19 frames. utt_duration=1273 frames, utt_pad_proportion=0.04619, over 4611.02 utterances.], batch size: 21, lr: 3.99e-04 2022-11-23 19:13:58,051 INFO [train.py:818] (3/4) Epoch 14, batch 3000, loss[loss=0.08323, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.0049, over 20.00 utterances.], tot_loss[loss=0.08888, over 1464908.36 frames. utt_duration=1277 frames, utt_pad_proportion=0.04567, over 4594.88 utterances.], batch size: 20, lr: 3.99e-04 2022-11-23 19:13:58,052 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 19:14:18,170 INFO [train.py:847] (3/4) Epoch 14, validation: loss=0.05381, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 19:14:55,517 INFO [train.py:818] (3/4) Epoch 14, batch 3050, loss[loss=0.06102, over 7290.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.006703, over 22.00 utterances.], tot_loss[loss=0.08892, over 1464249.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04269, over 4547.34 utterances.], batch size: 22, lr: 3.98e-04 2022-11-23 19:15:32,259 INFO [train.py:818] (3/4) Epoch 14, batch 3100, loss[loss=0.08935, over 7415.00 frames. utt_duration=1649 frames, utt_pad_proportion=0.01004, over 18.00 utterances.], tot_loss[loss=0.08833, over 1465044.96 frames. utt_duration=1284 frames, utt_pad_proportion=0.0463, over 4570.16 utterances.], batch size: 18, lr: 3.98e-04 2022-11-23 19:16:09,013 INFO [train.py:818] (3/4) Epoch 14, batch 3150, loss[loss=0.09095, over 7335.00 frames. utt_duration=1727 frames, utt_pad_proportion=0.005689, over 17.00 utterances.], tot_loss[loss=0.08701, over 1465173.02 frames. utt_duration=1291 frames, utt_pad_proportion=0.04685, over 4545.45 utterances.], batch size: 17, lr: 3.98e-04 2022-11-23 19:16:46,491 INFO [train.py:818] (3/4) Epoch 14, batch 3200, loss[loss=0.03828, over 7449.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01114, over 17.00 utterances.], tot_loss[loss=0.08672, over 1465106.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.0511, over 4614.77 utterances.], batch size: 17, lr: 3.98e-04 2022-11-23 19:17:22,932 INFO [train.py:818] (3/4) Epoch 14, batch 3250, loss[loss=0.05775, over 7209.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004483, over 20.00 utterances.], tot_loss[loss=0.08662, over 1465679.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.05642, over 4642.61 utterances.], batch size: 20, lr: 3.98e-04 2022-11-23 19:17:59,036 INFO [train.py:818] (3/4) Epoch 14, batch 3300, loss[loss=0.08898, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005825, over 19.00 utterances.], tot_loss[loss=0.08655, over 1465793.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05501, over 4643.38 utterances.], batch size: 19, lr: 3.98e-04 2022-11-23 19:18:36,771 INFO [train.py:818] (3/4) Epoch 14, batch 3350, loss[loss=0.084, over 7427.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005882, over 22.00 utterances.], tot_loss[loss=0.08678, over 1466387.34 frames. utt_duration=1264 frames, utt_pad_proportion=0.05525, over 4645.42 utterances.], batch size: 22, lr: 3.98e-04 2022-11-23 19:19:13,437 INFO [train.py:818] (3/4) Epoch 14, batch 3400, loss[loss=0.08182, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008139, over 22.00 utterances.], tot_loss[loss=0.08687, over 1465493.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06005, over 4719.26 utterances.], batch size: 22, lr: 3.98e-04 2022-11-23 19:19:50,153 INFO [train.py:818] (3/4) Epoch 14, batch 3450, loss[loss=0.09348, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.007838, over 23.00 utterances.], tot_loss[loss=0.0864, over 1465022.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06348, over 4738.37 utterances.], batch size: 23, lr: 3.98e-04 2022-11-23 19:20:27,549 INFO [train.py:818] (3/4) Epoch 14, batch 3500, loss[loss=0.1131, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007363, over 22.00 utterances.], tot_loss[loss=0.08655, over 1464629.14 frames. utt_duration=1249 frames, utt_pad_proportion=0.05834, over 4696.50 utterances.], batch size: 22, lr: 3.98e-04 2022-11-23 19:21:03,621 INFO [train.py:818] (3/4) Epoch 14, batch 3550, loss[loss=0.1004, over 7200.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005484, over 19.00 utterances.], tot_loss[loss=0.08623, over 1465988.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.05881, over 4652.59 utterances.], batch size: 19, lr: 3.98e-04 2022-11-23 19:21:41,729 INFO [train.py:818] (3/4) Epoch 14, batch 3600, loss[loss=0.1157, over 7441.00 frames. utt_duration=764.8 frames, utt_pad_proportion=0.1319, over 39.00 utterances.], tot_loss[loss=0.08667, over 1466270.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06603, over 4749.82 utterances.], batch size: 39, lr: 3.98e-04 2022-11-23 19:22:18,045 INFO [train.py:818] (3/4) Epoch 14, batch 3650, loss[loss=0.1272, over 7370.00 frames. utt_duration=757.4 frames, utt_pad_proportion=0.1374, over 39.00 utterances.], tot_loss[loss=0.08641, over 1465397.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.05935, over 4684.38 utterances.], batch size: 39, lr: 3.97e-04 2022-11-23 19:22:54,163 INFO [train.py:818] (3/4) Epoch 14, batch 3700, loss[loss=0.06551, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005415, over 19.00 utterances.], tot_loss[loss=0.08584, over 1465764.38 frames. utt_duration=1286 frames, utt_pad_proportion=0.04938, over 4563.52 utterances.], batch size: 19, lr: 3.97e-04 2022-11-23 19:23:32,267 INFO [train.py:818] (3/4) Epoch 14, batch 3750, loss[loss=0.09719, over 7244.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01887, over 25.00 utterances.], tot_loss[loss=0.08569, over 1465572.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.05389, over 4615.43 utterances.], batch size: 25, lr: 3.97e-04 2022-11-23 19:24:08,924 INFO [train.py:818] (3/4) Epoch 14, batch 3800, loss[loss=0.07001, over 7211.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01759, over 24.00 utterances.], tot_loss[loss=0.08592, over 1465655.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04685, over 4553.39 utterances.], batch size: 24, lr: 3.97e-04 2022-11-23 19:24:45,779 INFO [train.py:818] (3/4) Epoch 14, batch 3850, loss[loss=0.0776, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005487, over 20.00 utterances.], tot_loss[loss=0.08456, over 1465653.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04463, over 4533.20 utterances.], batch size: 20, lr: 3.97e-04 2022-11-23 19:25:23,176 INFO [train.py:818] (3/4) Epoch 14, batch 3900, loss[loss=0.1562, over 7215.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02286, over 25.00 utterances.], tot_loss[loss=0.08415, over 1464830.08 frames. utt_duration=1285 frames, utt_pad_proportion=0.05061, over 4565.30 utterances.], batch size: 25, lr: 3.97e-04 2022-11-23 19:25:59,579 INFO [train.py:818] (3/4) Epoch 14, batch 3950, loss[loss=0.07762, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007548, over 18.00 utterances.], tot_loss[loss=0.08507, over 1464481.96 frames. utt_duration=1280 frames, utt_pad_proportion=0.05212, over 4581.38 utterances.], batch size: 18, lr: 3.97e-04 2022-11-23 19:26:35,691 INFO [train.py:818] (3/4) Epoch 14, batch 4000, loss[loss=0.07637, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008922, over 17.00 utterances.], tot_loss[loss=0.08557, over 1464767.87 frames. utt_duration=1292 frames, utt_pad_proportion=0.0488, over 4541.05 utterances.], batch size: 17, lr: 3.97e-04 2022-11-23 19:27:12,564 INFO [train.py:818] (3/4) Epoch 14, batch 4050, loss[loss=0.124, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005997, over 19.00 utterances.], tot_loss[loss=0.08511, over 1464491.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04577, over 4516.24 utterances.], batch size: 19, lr: 3.97e-04 2022-11-23 19:27:50,538 INFO [train.py:818] (3/4) Epoch 14, batch 4100, loss[loss=0.1302, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006652, over 19.00 utterances.], tot_loss[loss=0.08657, over 1465148.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.06041, over 4667.27 utterances.], batch size: 19, lr: 3.97e-04 2022-11-23 19:28:27,568 INFO [train.py:818] (3/4) Epoch 14, batch 4150, loss[loss=0.07122, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007123, over 18.00 utterances.], tot_loss[loss=0.08657, over 1466203.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05693, over 4615.85 utterances.], batch size: 18, lr: 3.97e-04 2022-11-23 19:29:05,171 INFO [train.py:818] (3/4) Epoch 14, batch 4200, loss[loss=0.06505, over 7303.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008413, over 17.00 utterances.], tot_loss[loss=0.08831, over 1464835.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.0561, over 4606.28 utterances.], batch size: 17, lr: 3.97e-04 2022-11-23 19:29:41,582 INFO [train.py:818] (3/4) Epoch 14, batch 4250, loss[loss=0.08148, over 7297.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.008349, over 18.00 utterances.], tot_loss[loss=0.0905, over 1464856.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.05222, over 4577.29 utterances.], batch size: 18, lr: 3.96e-04 2022-11-23 19:30:17,467 INFO [train.py:818] (3/4) Epoch 14, batch 4300, loss[loss=0.0872, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01059, over 22.00 utterances.], tot_loss[loss=0.09336, over 1464714.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.04835, over 4555.22 utterances.], batch size: 22, lr: 3.96e-04 2022-11-23 19:30:56,162 INFO [train.py:818] (3/4) Epoch 14, batch 4350, loss[loss=0.1469, over 7449.00 frames. utt_duration=427.3 frames, utt_pad_proportion=0.3271, over 70.00 utterances.], tot_loss[loss=0.09615, over 1466615.71 frames. utt_duration=1260 frames, utt_pad_proportion=0.0583, over 4662.70 utterances.], batch size: 70, lr: 3.96e-04 2022-11-23 19:31:43,830 INFO [train.py:818] (3/4) Epoch 14, batch 4400, loss[loss=0.09142, over 7427.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01009, over 18.00 utterances.], tot_loss[loss=0.09723, over 1466589.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.05478, over 4637.41 utterances.], batch size: 18, lr: 3.96e-04 2022-11-23 19:32:20,343 INFO [train.py:818] (3/4) Epoch 14, batch 4450, loss[loss=0.1348, over 7253.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01335, over 24.00 utterances.], tot_loss[loss=0.1014, over 1466491.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.0575, over 4687.35 utterances.], batch size: 24, lr: 3.96e-04 2022-11-23 19:32:58,264 INFO [train.py:818] (3/4) Epoch 14, batch 4500, loss[loss=0.09608, over 7335.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03034, over 27.00 utterances.], tot_loss[loss=0.104, over 1465666.99 frames. utt_duration=1235 frames, utt_pad_proportion=0.06239, over 4751.02 utterances.], batch size: 27, lr: 3.96e-04 2022-11-23 19:33:35,425 INFO [train.py:818] (3/4) Epoch 14, batch 4550, loss[loss=0.1747, over 7451.00 frames. utt_duration=421.5 frames, utt_pad_proportion=0.3425, over 71.00 utterances.], tot_loss[loss=0.1053, over 1466153.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06139, over 4724.13 utterances.], batch size: 71, lr: 3.96e-04 2022-11-23 19:34:13,172 INFO [train.py:818] (3/4) Epoch 14, batch 4600, loss[loss=0.09874, over 7293.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03505, over 27.00 utterances.], tot_loss[loss=0.1068, over 1465736.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.07065, over 4805.27 utterances.], batch size: 27, lr: 3.96e-04 2022-11-23 19:34:50,854 INFO [train.py:818] (3/4) Epoch 14, batch 4650, loss[loss=0.1109, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006438, over 21.00 utterances.], tot_loss[loss=0.1072, over 1465856.14 frames. utt_duration=1214 frames, utt_pad_proportion=0.07364, over 4834.42 utterances.], batch size: 21, lr: 3.96e-04 2022-11-23 19:35:27,055 INFO [train.py:818] (3/4) Epoch 14, batch 4700, loss[loss=0.08904, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007051, over 21.00 utterances.], tot_loss[loss=0.1067, over 1464957.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.07199, over 4807.10 utterances.], batch size: 21, lr: 3.96e-04 2022-11-23 19:36:04,639 INFO [train.py:818] (3/4) Epoch 14, batch 4750, loss[loss=0.1263, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007183, over 21.00 utterances.], tot_loss[loss=0.1064, over 1464751.35 frames. utt_duration=1229 frames, utt_pad_proportion=0.06955, over 4773.68 utterances.], batch size: 21, lr: 3.96e-04 2022-11-23 19:36:41,434 INFO [train.py:818] (3/4) Epoch 14, batch 4800, loss[loss=0.1583, over 7187.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005905, over 21.00 utterances.], tot_loss[loss=0.107, over 1464737.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.06481, over 4758.01 utterances.], batch size: 21, lr: 3.96e-04 2022-11-23 19:37:17,712 INFO [train.py:818] (3/4) Epoch 14, batch 4850, loss[loss=0.1334, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008706, over 18.00 utterances.], tot_loss[loss=0.1075, over 1464644.38 frames. utt_duration=1237 frames, utt_pad_proportion=0.06412, over 4741.63 utterances.], batch size: 18, lr: 3.95e-04 2022-11-23 19:37:54,466 INFO [train.py:818] (3/4) Epoch 14, batch 4900, loss[loss=0.1035, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 21.00 utterances.], tot_loss[loss=0.1077, over 1463958.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05734, over 4652.84 utterances.], batch size: 21, lr: 3.95e-04 2022-11-23 19:38:32,082 INFO [train.py:818] (3/4) Epoch 14, batch 4950, loss[loss=0.1428, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.0075, over 17.00 utterances.], tot_loss[loss=0.1084, over 1463039.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 4706.82 utterances.], batch size: 17, lr: 3.95e-04 2022-11-23 19:39:10,039 INFO [train.py:818] (3/4) Epoch 14, batch 5000, loss[loss=0.09965, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008635, over 17.00 utterances.], tot_loss[loss=0.1098, over 1463374.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.07038, over 4827.35 utterances.], batch size: 17, lr: 3.95e-04 2022-11-23 19:39:47,770 INFO [train.py:818] (3/4) Epoch 14, batch 5050, loss[loss=0.1337, over 7422.00 frames. utt_duration=959.1 frames, utt_pad_proportion=0.06977, over 31.00 utterances.], tot_loss[loss=0.1102, over 1463632.22 frames. utt_duration=1217 frames, utt_pad_proportion=0.06678, over 4816.56 utterances.], batch size: 31, lr: 3.95e-04 2022-11-23 19:40:24,374 INFO [train.py:818] (3/4) Epoch 14, batch 5100, loss[loss=0.111, over 7248.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01366, over 24.00 utterances.], tot_loss[loss=0.1098, over 1464354.62 frames. utt_duration=1223 frames, utt_pad_proportion=0.06497, over 4795.26 utterances.], batch size: 24, lr: 3.95e-04 2022-11-23 19:41:00,485 INFO [train.py:818] (3/4) Epoch 14, batch 5150, loss[loss=0.1018, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007942, over 21.00 utterances.], tot_loss[loss=0.1105, over 1464510.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06449, over 4784.85 utterances.], batch size: 21, lr: 3.95e-04 2022-11-23 19:41:38,405 INFO [train.py:818] (3/4) Epoch 14, batch 5200, loss[loss=0.08901, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.003867, over 20.00 utterances.], tot_loss[loss=0.112, over 1465085.76 frames. utt_duration=1201 frames, utt_pad_proportion=0.07273, over 4885.45 utterances.], batch size: 20, lr: 3.95e-04 2022-11-23 19:42:15,028 INFO [train.py:818] (3/4) Epoch 14, batch 5250, loss[loss=0.1156, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006852, over 22.00 utterances.], tot_loss[loss=0.1124, over 1464752.90 frames. utt_duration=1205 frames, utt_pad_proportion=0.07109, over 4869.47 utterances.], batch size: 22, lr: 3.95e-04 2022-11-23 19:42:52,571 INFO [train.py:818] (3/4) Epoch 14, batch 5300, loss[loss=0.07953, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007757, over 18.00 utterances.], tot_loss[loss=0.1117, over 1464861.17 frames. utt_duration=1196 frames, utt_pad_proportion=0.07428, over 4904.49 utterances.], batch size: 18, lr: 3.95e-04 2022-11-23 19:43:29,519 INFO [train.py:818] (3/4) Epoch 14, batch 5350, loss[loss=0.08514, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006889, over 19.00 utterances.], tot_loss[loss=0.1106, over 1465475.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.0723, over 4862.14 utterances.], batch size: 19, lr: 3.95e-04 2022-11-23 19:44:06,939 INFO [train.py:818] (3/4) Epoch 14, batch 5400, loss[loss=0.07829, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005048, over 21.00 utterances.], tot_loss[loss=0.1085, over 1466659.51 frames. utt_duration=1205 frames, utt_pad_proportion=0.07373, over 4876.56 utterances.], batch size: 21, lr: 3.95e-04 2022-11-23 19:44:44,299 INFO [train.py:818] (3/4) Epoch 14, batch 5450, loss[loss=0.1211, over 7306.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.02908, over 16.00 utterances.], tot_loss[loss=0.11, over 1466176.64 frames. utt_duration=1188 frames, utt_pad_proportion=0.08298, over 4942.07 utterances.], batch size: 16, lr: 3.94e-04 2022-11-23 19:45:21,217 INFO [train.py:818] (3/4) Epoch 14, batch 5500, loss[loss=0.1515, over 7449.00 frames. utt_duration=421.2 frames, utt_pad_proportion=0.3388, over 71.00 utterances.], tot_loss[loss=0.1084, over 1466463.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.07462, over 4828.34 utterances.], batch size: 71, lr: 3.94e-04 2022-11-23 19:45:58,210 INFO [train.py:818] (3/4) Epoch 14, batch 5550, loss[loss=0.09961, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006835, over 20.00 utterances.], tot_loss[loss=0.1075, over 1466075.77 frames. utt_duration=1229 frames, utt_pad_proportion=0.06818, over 4779.01 utterances.], batch size: 20, lr: 3.94e-04 2022-11-23 19:46:34,747 INFO [train.py:818] (3/4) Epoch 14, batch 5600, loss[loss=0.07729, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00492, over 20.00 utterances.], tot_loss[loss=0.1067, over 1465027.85 frames. utt_duration=1240 frames, utt_pad_proportion=0.06374, over 4732.58 utterances.], batch size: 20, lr: 3.94e-04 2022-11-23 19:47:10,521 INFO [train.py:818] (3/4) Epoch 14, batch 5650, loss[loss=0.1143, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00528, over 20.00 utterances.], tot_loss[loss=0.1075, over 1465619.57 frames. utt_duration=1233 frames, utt_pad_proportion=0.06312, over 4760.80 utterances.], batch size: 20, lr: 3.94e-04 2022-11-23 19:47:47,616 INFO [train.py:818] (3/4) Epoch 14, batch 5700, loss[loss=0.07189, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006825, over 19.00 utterances.], tot_loss[loss=0.1071, over 1466169.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06636, over 4786.35 utterances.], batch size: 19, lr: 3.94e-04 2022-11-23 19:48:24,643 INFO [train.py:818] (3/4) Epoch 14, batch 5750, loss[loss=0.09919, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.005847, over 20.00 utterances.], tot_loss[loss=0.1077, over 1465997.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.06915, over 4813.39 utterances.], batch size: 20, lr: 3.94e-04 2022-11-23 19:49:02,280 INFO [train.py:818] (3/4) Epoch 14, batch 5800, loss[loss=0.1555, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008863, over 22.00 utterances.], tot_loss[loss=0.1067, over 1466374.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.06388, over 4753.08 utterances.], batch size: 22, lr: 3.94e-04 2022-11-23 19:49:39,484 INFO [train.py:818] (3/4) Epoch 14, batch 5850, loss[loss=0.1586, over 7439.00 frames. utt_duration=420.5 frames, utt_pad_proportion=0.3388, over 71.00 utterances.], tot_loss[loss=0.1088, over 1465949.40 frames. utt_duration=1190 frames, utt_pad_proportion=0.07314, over 4932.84 utterances.], batch size: 71, lr: 3.94e-04 2022-11-23 19:50:16,212 INFO [train.py:818] (3/4) Epoch 14, batch 5900, loss[loss=0.09281, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006636, over 20.00 utterances.], tot_loss[loss=0.1082, over 1465772.68 frames. utt_duration=1195 frames, utt_pad_proportion=0.07394, over 4912.25 utterances.], batch size: 20, lr: 3.94e-04 2022-11-23 19:50:52,254 INFO [train.py:818] (3/4) Epoch 14, batch 5950, loss[loss=0.1067, over 7446.00 frames. utt_duration=962.5 frames, utt_pad_proportion=0.06916, over 31.00 utterances.], tot_loss[loss=0.1067, over 1465178.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06382, over 4794.85 utterances.], batch size: 31, lr: 3.94e-04 2022-11-23 19:51:29,224 INFO [train.py:818] (3/4) Epoch 14, batch 6000, loss[loss=0.07671, over 7317.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03341, over 27.00 utterances.], tot_loss[loss=0.1066, over 1465451.63 frames. utt_duration=1222 frames, utt_pad_proportion=0.06312, over 4801.50 utterances.], batch size: 27, lr: 3.94e-04 2022-11-23 19:51:29,226 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 19:51:49,282 INFO [train.py:847] (3/4) Epoch 14, validation: loss=0.04772, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 19:52:25,564 INFO [train.py:818] (3/4) Epoch 14, batch 6050, loss[loss=0.1215, over 7393.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.004473, over 21.00 utterances.], tot_loss[loss=0.1066, over 1465850.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.06629, over 4868.94 utterances.], batch size: 21, lr: 3.94e-04 2022-11-23 19:53:02,801 INFO [train.py:818] (3/4) Epoch 14, batch 6100, loss[loss=0.07276, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006196, over 19.00 utterances.], tot_loss[loss=0.1051, over 1465365.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.05787, over 4733.99 utterances.], batch size: 19, lr: 3.93e-04 2022-11-23 19:53:39,157 INFO [train.py:818] (3/4) Epoch 14, batch 6150, loss[loss=0.107, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006744, over 21.00 utterances.], tot_loss[loss=0.1072, over 1464813.99 frames. utt_duration=1242 frames, utt_pad_proportion=0.05791, over 4723.02 utterances.], batch size: 21, lr: 3.93e-04 2022-11-23 19:54:17,233 INFO [train.py:818] (3/4) Epoch 14, batch 6200, loss[loss=0.06349, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005177, over 21.00 utterances.], tot_loss[loss=0.1065, over 1464943.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06109, over 4786.61 utterances.], batch size: 21, lr: 3.93e-04 2022-11-23 19:54:54,354 INFO [train.py:818] (3/4) Epoch 14, batch 6250, loss[loss=0.1082, over 7395.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.006042, over 19.00 utterances.], tot_loss[loss=0.1067, over 1465594.40 frames. utt_duration=1218 frames, utt_pad_proportion=0.06371, over 4820.61 utterances.], batch size: 19, lr: 3.93e-04 2022-11-23 19:55:30,409 INFO [train.py:818] (3/4) Epoch 14, batch 6300, loss[loss=0.09495, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01017, over 22.00 utterances.], tot_loss[loss=0.106, over 1466294.95 frames. utt_duration=1241 frames, utt_pad_proportion=0.05509, over 4733.67 utterances.], batch size: 22, lr: 3.93e-04 2022-11-23 19:56:07,109 INFO [train.py:818] (3/4) Epoch 14, batch 6350, loss[loss=0.145, over 7347.00 frames. utt_duration=404 frames, utt_pad_proportion=0.3688, over 73.00 utterances.], tot_loss[loss=0.106, over 1466661.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.05358, over 4683.26 utterances.], batch size: 73, lr: 3.93e-04 2022-11-23 19:56:44,686 INFO [train.py:818] (3/4) Epoch 14, batch 6400, loss[loss=0.1267, over 7316.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.1448, over 39.00 utterances.], tot_loss[loss=0.1058, over 1465623.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.05946, over 4712.58 utterances.], batch size: 39, lr: 3.93e-04 2022-11-23 19:57:20,649 INFO [train.py:818] (3/4) Epoch 14, batch 6450, loss[loss=0.114, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.004707, over 21.00 utterances.], tot_loss[loss=0.1055, over 1465039.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.0517, over 4613.83 utterances.], batch size: 21, lr: 3.93e-04 2022-11-23 19:57:58,039 INFO [train.py:818] (3/4) Epoch 14, batch 6500, loss[loss=0.1103, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01513, over 24.00 utterances.], tot_loss[loss=0.105, over 1466332.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.04869, over 4589.08 utterances.], batch size: 24, lr: 3.93e-04 2022-11-23 19:58:34,863 INFO [train.py:818] (3/4) Epoch 14, batch 6550, loss[loss=0.08334, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007502, over 22.00 utterances.], tot_loss[loss=0.106, over 1467286.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05584, over 4673.24 utterances.], batch size: 22, lr: 3.93e-04 2022-11-23 19:59:11,727 INFO [train.py:818] (3/4) Epoch 14, batch 6600, loss[loss=0.07934, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005078, over 21.00 utterances.], tot_loss[loss=0.1071, over 1465715.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.05656, over 4660.87 utterances.], batch size: 21, lr: 3.93e-04 2022-11-23 19:59:48,256 INFO [train.py:818] (3/4) Epoch 14, batch 6650, loss[loss=0.1362, over 7482.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009192, over 23.00 utterances.], tot_loss[loss=0.107, over 1465755.13 frames. utt_duration=1271 frames, utt_pad_proportion=0.05409, over 4617.16 utterances.], batch size: 23, lr: 3.93e-04 2022-11-23 20:00:26,113 INFO [train.py:818] (3/4) Epoch 14, batch 6700, loss[loss=0.08616, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00947, over 17.00 utterances.], tot_loss[loss=0.1058, over 1465305.30 frames. utt_duration=1277 frames, utt_pad_proportion=0.05464, over 4594.62 utterances.], batch size: 17, lr: 3.92e-04 2022-11-23 20:01:03,085 INFO [train.py:818] (3/4) Epoch 14, batch 6750, loss[loss=0.08567, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007265, over 22.00 utterances.], tot_loss[loss=0.1057, over 1465313.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.0553, over 4626.61 utterances.], batch size: 22, lr: 3.92e-04 2022-11-23 20:01:42,173 INFO [train.py:818] (3/4) Epoch 14, batch 6800, loss[loss=0.1048, over 7171.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009346, over 22.00 utterances.], tot_loss[loss=0.1057, over 1465457.08 frames. utt_duration=1233 frames, utt_pad_proportion=0.06642, over 4759.31 utterances.], batch size: 22, lr: 3.92e-04 2022-11-23 20:02:18,211 INFO [train.py:818] (3/4) Epoch 14, batch 6850, loss[loss=0.09271, over 7237.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01465, over 24.00 utterances.], tot_loss[loss=0.1065, over 1466414.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.07109, over 4839.58 utterances.], batch size: 24, lr: 3.92e-04 2022-11-23 20:02:54,911 INFO [train.py:818] (3/4) Epoch 14, batch 6900, loss[loss=0.1013, over 7245.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01949, over 25.00 utterances.], tot_loss[loss=0.1067, over 1466400.33 frames. utt_duration=1219 frames, utt_pad_proportion=0.06673, over 4819.06 utterances.], batch size: 25, lr: 3.92e-04 2022-11-23 20:03:31,649 INFO [train.py:818] (3/4) Epoch 14, batch 6950, loss[loss=0.1319, over 7217.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02269, over 25.00 utterances.], tot_loss[loss=0.1067, over 1466918.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05767, over 4717.88 utterances.], batch size: 25, lr: 3.92e-04 2022-11-23 20:04:09,188 INFO [train.py:818] (3/4) Epoch 14, batch 7000, loss[loss=0.09092, over 7350.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007421, over 23.00 utterances.], tot_loss[loss=0.1065, over 1466542.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06719, over 4797.62 utterances.], batch size: 23, lr: 3.92e-04 2022-11-23 20:04:46,884 INFO [train.py:818] (3/4) Epoch 14, batch 7050, loss[loss=0.09673, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03232, over 27.00 utterances.], tot_loss[loss=0.1074, over 1465996.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.07108, over 4840.36 utterances.], batch size: 27, lr: 3.92e-04 2022-11-23 20:05:23,083 INFO [train.py:818] (3/4) Epoch 14, batch 7100, loss[loss=0.08262, over 7401.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005303, over 19.00 utterances.], tot_loss[loss=0.106, over 1465940.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06601, over 4793.45 utterances.], batch size: 19, lr: 3.92e-04 2022-11-23 20:06:00,732 INFO [train.py:818] (3/4) Epoch 14, batch 7150, loss[loss=0.07931, over 7331.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.006128, over 18.00 utterances.], tot_loss[loss=0.1068, over 1466105.60 frames. utt_duration=1195 frames, utt_pad_proportion=0.0798, over 4915.28 utterances.], batch size: 18, lr: 3.92e-04 2022-11-23 20:06:38,575 INFO [train.py:818] (3/4) Epoch 14, batch 7200, loss[loss=0.1505, over 7218.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01694, over 24.00 utterances.], tot_loss[loss=0.1069, over 1466721.24 frames. utt_duration=1210 frames, utt_pad_proportion=0.07315, over 4853.32 utterances.], batch size: 24, lr: 3.92e-04 2022-11-23 20:07:16,203 INFO [train.py:818] (3/4) Epoch 14, batch 7250, loss[loss=0.0922, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008981, over 17.00 utterances.], tot_loss[loss=0.1059, over 1467016.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06622, over 4763.74 utterances.], batch size: 17, lr: 3.92e-04 2022-11-23 20:07:53,237 INFO [train.py:818] (3/4) Epoch 14, batch 7300, loss[loss=0.08806, over 7492.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004745, over 20.00 utterances.], tot_loss[loss=0.1062, over 1466852.53 frames. utt_duration=1245 frames, utt_pad_proportion=0.0628, over 4717.15 utterances.], batch size: 20, lr: 3.92e-04 2022-11-23 20:08:30,106 INFO [train.py:818] (3/4) Epoch 14, batch 7350, loss[loss=0.1244, over 7114.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.004475, over 18.00 utterances.], tot_loss[loss=0.1049, over 1466660.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.05376, over 4590.64 utterances.], batch size: 18, lr: 3.91e-04 2022-11-23 20:09:07,481 INFO [train.py:818] (3/4) Epoch 14, batch 7400, loss[loss=0.06721, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.0096, over 17.00 utterances.], tot_loss[loss=0.1072, over 1466181.64 frames. utt_duration=1251 frames, utt_pad_proportion=0.06469, over 4695.46 utterances.], batch size: 17, lr: 3.91e-04 2022-11-23 20:09:45,442 INFO [train.py:818] (3/4) Epoch 14, batch 7450, loss[loss=0.1022, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01005, over 17.00 utterances.], tot_loss[loss=0.1056, over 1466088.52 frames. utt_duration=1230 frames, utt_pad_proportion=0.07034, over 4774.42 utterances.], batch size: 17, lr: 3.91e-04 2022-11-23 20:10:22,675 INFO [train.py:818] (3/4) Epoch 14, batch 7500, loss[loss=0.1108, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.007368, over 22.00 utterances.], tot_loss[loss=0.106, over 1465670.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.06775, over 4732.20 utterances.], batch size: 22, lr: 3.91e-04 2022-11-23 20:10:59,013 INFO [train.py:818] (3/4) Epoch 14, batch 7550, loss[loss=0.07949, over 7312.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00813, over 18.00 utterances.], tot_loss[loss=0.106, over 1466839.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06803, over 4789.26 utterances.], batch size: 18, lr: 3.91e-04 2022-11-23 20:11:37,027 INFO [train.py:818] (3/4) Epoch 14, batch 7600, loss[loss=0.1222, over 7289.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03684, over 27.00 utterances.], tot_loss[loss=0.1056, over 1466312.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06233, over 4740.22 utterances.], batch size: 27, lr: 3.91e-04 2022-11-23 20:12:13,079 INFO [train.py:818] (3/4) Epoch 14, batch 7650, loss[loss=0.09984, over 7294.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005314, over 21.00 utterances.], tot_loss[loss=0.1067, over 1465138.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.05773, over 4674.67 utterances.], batch size: 21, lr: 3.91e-04 2022-11-23 20:12:50,736 INFO [train.py:818] (3/4) Epoch 14, batch 7700, loss[loss=0.1577, over 7447.00 frames. utt_duration=433.1 frames, utt_pad_proportion=0.32, over 69.00 utterances.], tot_loss[loss=0.1064, over 1465308.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.07047, over 4841.89 utterances.], batch size: 69, lr: 3.91e-04 2022-11-23 20:13:28,119 INFO [train.py:818] (3/4) Epoch 14, batch 7750, loss[loss=0.08013, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01692, over 24.00 utterances.], tot_loss[loss=0.1069, over 1465357.20 frames. utt_duration=1235 frames, utt_pad_proportion=0.06325, over 4751.07 utterances.], batch size: 24, lr: 3.91e-04 2022-11-23 20:14:05,612 INFO [train.py:818] (3/4) Epoch 14, batch 7800, loss[loss=0.09818, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01064, over 17.00 utterances.], tot_loss[loss=0.1065, over 1466274.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06834, over 4802.35 utterances.], batch size: 17, lr: 3.91e-04 2022-11-23 20:14:43,005 INFO [train.py:818] (3/4) Epoch 14, batch 7850, loss[loss=0.1363, over 7444.00 frames. utt_duration=426.8 frames, utt_pad_proportion=0.3331, over 70.00 utterances.], tot_loss[loss=0.1059, over 1465766.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.06244, over 4699.52 utterances.], batch size: 70, lr: 3.91e-04 2022-11-23 20:15:20,159 INFO [train.py:818] (3/4) Epoch 14, batch 7900, loss[loss=0.09762, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006794, over 22.00 utterances.], tot_loss[loss=0.1065, over 1466421.60 frames. utt_duration=1220 frames, utt_pad_proportion=0.07107, over 4815.35 utterances.], batch size: 22, lr: 3.91e-04 2022-11-23 20:15:57,765 INFO [train.py:818] (3/4) Epoch 14, batch 7950, loss[loss=0.1533, over 7409.00 frames. utt_duration=761.5 frames, utt_pad_proportion=0.1347, over 39.00 utterances.], tot_loss[loss=0.107, over 1466828.66 frames. utt_duration=1179 frames, utt_pad_proportion=0.07875, over 4981.31 utterances.], batch size: 39, lr: 3.90e-04 2022-11-23 20:16:34,816 INFO [train.py:818] (3/4) Epoch 14, batch 8000, loss[loss=0.1364, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009153, over 17.00 utterances.], tot_loss[loss=0.1065, over 1465697.70 frames. utt_duration=1202 frames, utt_pad_proportion=0.07313, over 4884.75 utterances.], batch size: 17, lr: 3.90e-04 2022-11-23 20:17:12,316 INFO [train.py:818] (3/4) Epoch 14, batch 8050, loss[loss=0.1307, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006957, over 18.00 utterances.], tot_loss[loss=0.108, over 1465921.49 frames. utt_duration=1188 frames, utt_pad_proportion=0.07516, over 4942.53 utterances.], batch size: 18, lr: 3.90e-04 2022-11-23 20:17:50,868 INFO [train.py:818] (3/4) Epoch 14, batch 8100, loss[loss=0.131, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.1075, over 1466109.52 frames. utt_duration=1185 frames, utt_pad_proportion=0.07743, over 4954.95 utterances.], batch size: 20, lr: 3.90e-04 2022-11-23 20:18:28,167 INFO [train.py:818] (3/4) Epoch 14, batch 8150, loss[loss=0.08853, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00531, over 19.00 utterances.], tot_loss[loss=0.1067, over 1465809.90 frames. utt_duration=1196 frames, utt_pad_proportion=0.07494, over 4908.17 utterances.], batch size: 19, lr: 3.90e-04 2022-11-23 20:19:05,196 INFO [train.py:818] (3/4) Epoch 14, batch 8200, loss[loss=0.09449, over 7259.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03862, over 27.00 utterances.], tot_loss[loss=0.1053, over 1465807.39 frames. utt_duration=1202 frames, utt_pad_proportion=0.07456, over 4884.76 utterances.], batch size: 27, lr: 3.90e-04 2022-11-23 20:19:42,050 INFO [train.py:818] (3/4) Epoch 14, batch 8250, loss[loss=0.1084, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 20.00 utterances.], tot_loss[loss=0.1052, over 1465396.76 frames. utt_duration=1220 frames, utt_pad_proportion=0.06895, over 4810.10 utterances.], batch size: 20, lr: 3.90e-04 2022-11-23 20:20:18,756 INFO [train.py:818] (3/4) Epoch 14, batch 8300, loss[loss=0.0968, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004409, over 21.00 utterances.], tot_loss[loss=0.106, over 1465109.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06669, over 4784.53 utterances.], batch size: 21, lr: 3.90e-04 2022-11-23 20:20:55,653 INFO [train.py:818] (3/4) Epoch 14, batch 8350, loss[loss=0.1034, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005918, over 20.00 utterances.], tot_loss[loss=0.1051, over 1465348.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06525, over 4786.44 utterances.], batch size: 20, lr: 3.90e-04 2022-11-23 20:21:34,636 INFO [train.py:818] (3/4) Epoch 14, batch 8400, loss[loss=0.07529, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009361, over 17.00 utterances.], tot_loss[loss=0.1061, over 1464223.26 frames. utt_duration=1195 frames, utt_pad_proportion=0.07597, over 4906.31 utterances.], batch size: 17, lr: 3.90e-04 2022-11-23 20:22:12,527 INFO [train.py:818] (3/4) Epoch 14, batch 8450, loss[loss=0.068, over 7458.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006418, over 21.00 utterances.], tot_loss[loss=0.1067, over 1465180.27 frames. utt_duration=1181 frames, utt_pad_proportion=0.0804, over 4969.22 utterances.], batch size: 21, lr: 3.90e-04 2022-11-23 20:22:49,554 INFO [train.py:818] (3/4) Epoch 14, batch 8500, loss[loss=0.09189, over 7193.00 frames. utt_duration=1799 frames, utt_pad_proportion=0.03051, over 16.00 utterances.], tot_loss[loss=0.1059, over 1466251.01 frames. utt_duration=1192 frames, utt_pad_proportion=0.07623, over 4927.74 utterances.], batch size: 16, lr: 3.90e-04 2022-11-23 20:23:26,494 INFO [train.py:818] (3/4) Epoch 14, batch 8550, loss[loss=0.1063, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006736, over 19.00 utterances.], tot_loss[loss=0.1061, over 1465478.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06977, over 4803.74 utterances.], batch size: 19, lr: 3.90e-04 2022-11-23 20:24:03,357 INFO [train.py:818] (3/4) Epoch 14, batch 8600, loss[loss=0.08719, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007267, over 18.00 utterances.], tot_loss[loss=0.1061, over 1466463.69 frames. utt_duration=1203 frames, utt_pad_proportion=0.07322, over 4883.20 utterances.], batch size: 18, lr: 3.89e-04 2022-11-23 20:24:39,934 INFO [train.py:818] (3/4) Epoch 14, batch 8650, loss[loss=0.06267, over 7325.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007448, over 18.00 utterances.], tot_loss[loss=0.1059, over 1466409.86 frames. utt_duration=1227 frames, utt_pad_proportion=0.06611, over 4787.29 utterances.], batch size: 18, lr: 3.89e-04 2022-11-23 20:25:15,401 INFO [train.py:818] (3/4) Epoch 14, batch 8700, loss[loss=0.0782, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 21.00 utterances.], tot_loss[loss=0.106, over 1466590.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06244, over 4756.80 utterances.], batch size: 21, lr: 3.89e-04 2022-11-23 20:25:52,630 INFO [train.py:818] (3/4) Epoch 14, batch 8750, loss[loss=0.1042, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.1064, over 1465701.39 frames. utt_duration=1232 frames, utt_pad_proportion=0.06229, over 4763.72 utterances.], batch size: 21, lr: 3.89e-04 2022-11-23 20:26:30,400 INFO [train.py:818] (3/4) Epoch 14, batch 8800, loss[loss=0.0963, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01075, over 17.00 utterances.], tot_loss[loss=0.106, over 1465915.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05517, over 4684.75 utterances.], batch size: 17, lr: 3.89e-04 2022-11-23 20:27:06,296 INFO [train.py:818] (3/4) Epoch 14, batch 8850, loss[loss=0.1184, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.006562, over 22.00 utterances.], tot_loss[loss=0.1041, over 1466895.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05216, over 4636.46 utterances.], batch size: 22, lr: 3.89e-04 2022-11-23 20:28:27,589 INFO [train.py:818] (3/4) Epoch 15, batch 0, loss[loss=0.09038, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007486, over 18.00 utterances.], tot_loss[loss=0.09038, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007486, over 18.00 utterances.], batch size: 18, lr: 3.77e-04 2022-11-23 20:29:03,860 INFO [train.py:818] (3/4) Epoch 15, batch 50, loss[loss=0.05729, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006556, over 18.00 utterances.], tot_loss[loss=0.08398, over 329062.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.05374, over 1069.55 utterances.], batch size: 18, lr: 3.77e-04 2022-11-23 20:29:41,647 INFO [train.py:818] (3/4) Epoch 15, batch 100, loss[loss=0.08047, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.08651, over 580938.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.05601, over 1880.99 utterances.], batch size: 17, lr: 3.77e-04 2022-11-23 20:30:17,730 INFO [train.py:818] (3/4) Epoch 15, batch 150, loss[loss=0.08347, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007053, over 19.00 utterances.], tot_loss[loss=0.08555, over 777245.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.04933, over 2456.28 utterances.], batch size: 19, lr: 3.77e-04 2022-11-23 20:30:53,843 INFO [train.py:818] (3/4) Epoch 15, batch 200, loss[loss=0.08257, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007391, over 17.00 utterances.], tot_loss[loss=0.08542, over 929997.96 frames. utt_duration=1267 frames, utt_pad_proportion=0.05262, over 2939.32 utterances.], batch size: 17, lr: 3.77e-04 2022-11-23 20:31:33,616 INFO [train.py:818] (3/4) Epoch 15, batch 250, loss[loss=0.07255, over 7119.00 frames. utt_duration=1583 frames, utt_pad_proportion=0.003671, over 18.00 utterances.], tot_loss[loss=0.08758, over 1048740.35 frames. utt_duration=1197 frames, utt_pad_proportion=0.0778, over 3508.39 utterances.], batch size: 18, lr: 3.77e-04 2022-11-23 20:32:08,782 INFO [train.py:818] (3/4) Epoch 15, batch 300, loss[loss=0.1527, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.0082, over 17.00 utterances.], tot_loss[loss=0.08632, over 1140847.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.06941, over 3707.61 utterances.], batch size: 17, lr: 3.77e-04 2022-11-23 20:32:44,664 INFO [train.py:818] (3/4) Epoch 15, batch 350, loss[loss=0.07335, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006188, over 22.00 utterances.], tot_loss[loss=0.08542, over 1213078.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.06239, over 3885.90 utterances.], batch size: 22, lr: 3.77e-04 2022-11-23 20:33:23,922 INFO [train.py:818] (3/4) Epoch 15, batch 400, loss[loss=0.06644, over 7304.00 frames. utt_duration=770.5 frames, utt_pad_proportion=0.1184, over 38.00 utterances.], tot_loss[loss=0.08498, over 1269175.15 frames. utt_duration=1222 frames, utt_pad_proportion=0.06876, over 4160.37 utterances.], batch size: 38, lr: 3.77e-04 2022-11-23 20:33:58,512 INFO [train.py:818] (3/4) Epoch 15, batch 450, loss[loss=0.04735, over 7433.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008132, over 18.00 utterances.], tot_loss[loss=0.08301, over 1312103.27 frames. utt_duration=1266 frames, utt_pad_proportion=0.05723, over 4149.55 utterances.], batch size: 18, lr: 3.76e-04 2022-11-23 20:34:33,917 INFO [train.py:818] (3/4) Epoch 15, batch 500, loss[loss=0.05826, over 7319.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007789, over 17.00 utterances.], tot_loss[loss=0.08314, over 1346206.55 frames. utt_duration=1268 frames, utt_pad_proportion=0.05704, over 4250.35 utterances.], batch size: 17, lr: 3.76e-04 2022-11-23 20:35:12,639 INFO [train.py:818] (3/4) Epoch 15, batch 550, loss[loss=0.07778, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005414, over 20.00 utterances.], tot_loss[loss=0.08384, over 1372201.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05755, over 4353.73 utterances.], batch size: 20, lr: 3.76e-04 2022-11-23 20:35:48,443 INFO [train.py:818] (3/4) Epoch 15, batch 600, loss[loss=0.04389, over 7443.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006632, over 18.00 utterances.], tot_loss[loss=0.08336, over 1393696.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.0576, over 4415.85 utterances.], batch size: 18, lr: 3.76e-04 2022-11-23 20:36:25,332 INFO [train.py:818] (3/4) Epoch 15, batch 650, loss[loss=0.1446, over 7437.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.3043, over 67.00 utterances.], tot_loss[loss=0.08396, over 1409823.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.0617, over 4563.51 utterances.], batch size: 67, lr: 3.76e-04 2022-11-23 20:37:01,831 INFO [train.py:818] (3/4) Epoch 15, batch 700, loss[loss=0.07224, over 7400.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005538, over 19.00 utterances.], tot_loss[loss=0.08419, over 1422105.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05614, over 4527.47 utterances.], batch size: 19, lr: 3.76e-04 2022-11-23 20:37:37,696 INFO [train.py:818] (3/4) Epoch 15, batch 750, loss[loss=0.06164, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005246, over 19.00 utterances.], tot_loss[loss=0.08507, over 1431431.08 frames. utt_duration=1251 frames, utt_pad_proportion=0.05854, over 4583.15 utterances.], batch size: 19, lr: 3.76e-04 2022-11-23 20:38:14,250 INFO [train.py:818] (3/4) Epoch 15, batch 800, loss[loss=0.07109, over 7298.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01057, over 17.00 utterances.], tot_loss[loss=0.08522, over 1438769.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05746, over 4569.93 utterances.], batch size: 17, lr: 3.76e-04 2022-11-23 20:38:52,327 INFO [train.py:818] (3/4) Epoch 15, batch 850, loss[loss=0.09178, over 7284.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03522, over 27.00 utterances.], tot_loss[loss=0.08542, over 1444783.11 frames. utt_duration=1262 frames, utt_pad_proportion=0.05543, over 4584.72 utterances.], batch size: 27, lr: 3.76e-04 2022-11-23 20:39:28,589 INFO [train.py:818] (3/4) Epoch 15, batch 900, loss[loss=0.04183, over 7439.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01125, over 17.00 utterances.], tot_loss[loss=0.08504, over 1449522.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05516, over 4581.18 utterances.], batch size: 17, lr: 3.76e-04 2022-11-23 20:40:04,749 INFO [train.py:818] (3/4) Epoch 15, batch 950, loss[loss=0.1275, over 7400.00 frames. utt_duration=424.3 frames, utt_pad_proportion=0.3275, over 70.00 utterances.], tot_loss[loss=0.08483, over 1452280.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05353, over 4592.16 utterances.], batch size: 70, lr: 3.76e-04 2022-11-23 20:40:42,934 INFO [train.py:818] (3/4) Epoch 15, batch 1000, loss[loss=0.06287, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007153, over 21.00 utterances.], tot_loss[loss=0.08482, over 1455073.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05601, over 4603.10 utterances.], batch size: 21, lr: 3.76e-04 2022-11-23 20:41:20,011 INFO [train.py:818] (3/4) Epoch 15, batch 1050, loss[loss=0.05484, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006226, over 19.00 utterances.], tot_loss[loss=0.08505, over 1457676.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06365, over 4721.00 utterances.], batch size: 19, lr: 3.76e-04 2022-11-23 20:41:56,799 INFO [train.py:818] (3/4) Epoch 15, batch 1100, loss[loss=0.08003, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01177, over 24.00 utterances.], tot_loss[loss=0.08524, over 1459910.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.05634, over 4664.58 utterances.], batch size: 24, lr: 3.76e-04 2022-11-23 20:42:33,023 INFO [train.py:818] (3/4) Epoch 15, batch 1150, loss[loss=0.07494, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.00476, over 19.00 utterances.], tot_loss[loss=0.08406, over 1460427.17 frames. utt_duration=1280 frames, utt_pad_proportion=0.04918, over 4567.44 utterances.], batch size: 19, lr: 3.75e-04 2022-11-23 20:43:08,666 INFO [train.py:818] (3/4) Epoch 15, batch 1200, loss[loss=0.08855, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006375, over 20.00 utterances.], tot_loss[loss=0.08462, over 1461394.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.04528, over 4544.36 utterances.], batch size: 20, lr: 3.75e-04 2022-11-23 20:43:56,253 INFO [train.py:818] (3/4) Epoch 15, batch 1250, loss[loss=0.1275, over 7439.00 frames. utt_duration=420.7 frames, utt_pad_proportion=0.3447, over 71.00 utterances.], tot_loss[loss=0.08501, over 1462421.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05044, over 4591.06 utterances.], batch size: 71, lr: 3.75e-04 2022-11-23 20:44:52,737 INFO [train.py:818] (3/4) Epoch 15, batch 1300, loss[loss=0.09116, over 7301.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03387, over 27.00 utterances.], tot_loss[loss=0.08555, over 1462090.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04537, over 4543.08 utterances.], batch size: 27, lr: 3.75e-04 2022-11-23 20:45:28,701 INFO [train.py:818] (3/4) Epoch 15, batch 1350, loss[loss=0.1003, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00449, over 19.00 utterances.], tot_loss[loss=0.08541, over 1461963.07 frames. utt_duration=1304 frames, utt_pad_proportion=0.04008, over 4488.65 utterances.], batch size: 19, lr: 3.75e-04 2022-11-23 20:46:06,663 INFO [train.py:818] (3/4) Epoch 15, batch 1400, loss[loss=0.09814, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005418, over 21.00 utterances.], tot_loss[loss=0.08548, over 1462996.61 frames. utt_duration=1305 frames, utt_pad_proportion=0.04189, over 4488.61 utterances.], batch size: 21, lr: 3.75e-04 2022-11-23 20:46:42,762 INFO [train.py:818] (3/4) Epoch 15, batch 1450, loss[loss=0.112, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006092, over 22.00 utterances.], tot_loss[loss=0.08546, over 1462672.72 frames. utt_duration=1305 frames, utt_pad_proportion=0.04169, over 4487.49 utterances.], batch size: 22, lr: 3.75e-04 2022-11-23 20:47:18,022 INFO [train.py:818] (3/4) Epoch 15, batch 1500, loss[loss=0.06722, over 7224.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02198, over 25.00 utterances.], tot_loss[loss=0.08613, over 1463093.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04203, over 4512.78 utterances.], batch size: 25, lr: 3.75e-04 2022-11-23 20:47:56,494 INFO [train.py:818] (3/4) Epoch 15, batch 1550, loss[loss=0.08255, over 7354.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.005, over 23.00 utterances.], tot_loss[loss=0.08642, over 1464133.33 frames. utt_duration=1295 frames, utt_pad_proportion=0.04348, over 4526.99 utterances.], batch size: 23, lr: 3.75e-04 2022-11-23 20:48:32,006 INFO [train.py:818] (3/4) Epoch 15, batch 1600, loss[loss=0.07601, over 7319.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007084, over 18.00 utterances.], tot_loss[loss=0.08695, over 1465078.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.04281, over 4555.03 utterances.], batch size: 18, lr: 3.75e-04 2022-11-23 20:49:07,056 INFO [train.py:818] (3/4) Epoch 15, batch 1650, loss[loss=0.07277, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007665, over 18.00 utterances.], tot_loss[loss=0.08652, over 1466089.78 frames. utt_duration=1309 frames, utt_pad_proportion=0.03744, over 4486.16 utterances.], batch size: 18, lr: 3.75e-04 2022-11-23 20:49:45,328 INFO [train.py:818] (3/4) Epoch 15, batch 1700, loss[loss=0.05762, over 7466.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008721, over 17.00 utterances.], tot_loss[loss=0.08668, over 1465801.15 frames. utt_duration=1306 frames, utt_pad_proportion=0.03828, over 4494.75 utterances.], batch size: 17, lr: 3.75e-04 2022-11-23 20:50:20,925 INFO [train.py:818] (3/4) Epoch 15, batch 1750, loss[loss=0.09381, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008849, over 18.00 utterances.], tot_loss[loss=0.08612, over 1465544.86 frames. utt_duration=1319 frames, utt_pad_proportion=0.03703, over 4451.07 utterances.], batch size: 18, lr: 3.75e-04 2022-11-23 20:50:57,188 INFO [train.py:818] (3/4) Epoch 15, batch 1800, loss[loss=0.06548, over 7107.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004618, over 18.00 utterances.], tot_loss[loss=0.08538, over 1464603.56 frames. utt_duration=1310 frames, utt_pad_proportion=0.03994, over 4478.67 utterances.], batch size: 18, lr: 3.74e-04 2022-11-23 20:51:34,721 INFO [train.py:818] (3/4) Epoch 15, batch 1850, loss[loss=0.07743, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00532, over 20.00 utterances.], tot_loss[loss=0.08428, over 1465268.54 frames. utt_duration=1298 frames, utt_pad_proportion=0.0413, over 4521.40 utterances.], batch size: 20, lr: 3.74e-04 2022-11-23 20:52:11,385 INFO [train.py:818] (3/4) Epoch 15, batch 1900, loss[loss=0.08175, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007288, over 18.00 utterances.], tot_loss[loss=0.08715, over 1464309.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.0417, over 4553.61 utterances.], batch size: 18, lr: 3.74e-04 2022-11-23 20:52:46,987 INFO [train.py:818] (3/4) Epoch 15, batch 1950, loss[loss=0.06542, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007375, over 18.00 utterances.], tot_loss[loss=0.08787, over 1464781.10 frames. utt_duration=1286 frames, utt_pad_proportion=0.0437, over 4563.11 utterances.], batch size: 18, lr: 3.74e-04 2022-11-23 20:53:24,681 INFO [train.py:818] (3/4) Epoch 15, batch 2000, loss[loss=0.09456, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006398, over 18.00 utterances.], tot_loss[loss=0.08706, over 1464632.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.04968, over 4582.03 utterances.], batch size: 18, lr: 3.74e-04 2022-11-23 20:54:00,579 INFO [train.py:818] (3/4) Epoch 15, batch 2050, loss[loss=0.1003, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01034, over 23.00 utterances.], tot_loss[loss=0.08652, over 1464012.58 frames. utt_duration=1291 frames, utt_pad_proportion=0.04966, over 4541.45 utterances.], batch size: 23, lr: 3.74e-04 2022-11-23 20:54:36,707 INFO [train.py:818] (3/4) Epoch 15, batch 2100, loss[loss=0.05387, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01226, over 17.00 utterances.], tot_loss[loss=0.08507, over 1464034.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.05053, over 4532.91 utterances.], batch size: 17, lr: 3.74e-04 2022-11-23 20:55:13,462 INFO [train.py:818] (3/4) Epoch 15, batch 2150, loss[loss=0.0742, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006015, over 21.00 utterances.], tot_loss[loss=0.08462, over 1464094.81 frames. utt_duration=1293 frames, utt_pad_proportion=0.05092, over 4533.52 utterances.], batch size: 21, lr: 3.74e-04 2022-11-23 20:55:48,729 INFO [train.py:818] (3/4) Epoch 15, batch 2200, loss[loss=0.06205, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007904, over 22.00 utterances.], tot_loss[loss=0.08389, over 1464716.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.05153, over 4544.58 utterances.], batch size: 22, lr: 3.74e-04 2022-11-23 20:56:26,186 INFO [train.py:818] (3/4) Epoch 15, batch 2250, loss[loss=0.05066, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.006819, over 17.00 utterances.], tot_loss[loss=0.08384, over 1464892.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05409, over 4598.19 utterances.], batch size: 17, lr: 3.74e-04 2022-11-23 20:57:03,130 INFO [train.py:818] (3/4) Epoch 15, batch 2300, loss[loss=0.07729, over 7411.00 frames. utt_duration=957.6 frames, utt_pad_proportion=0.0685, over 31.00 utterances.], tot_loss[loss=0.08632, over 1465583.09 frames. utt_duration=1257 frames, utt_pad_proportion=0.05856, over 4669.02 utterances.], batch size: 31, lr: 3.74e-04 2022-11-23 20:57:38,480 INFO [train.py:818] (3/4) Epoch 15, batch 2350, loss[loss=0.1295, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008386, over 23.00 utterances.], tot_loss[loss=0.08597, over 1466387.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05547, over 4637.90 utterances.], batch size: 23, lr: 3.74e-04 2022-11-23 20:58:16,585 INFO [train.py:818] (3/4) Epoch 15, batch 2400, loss[loss=0.0937, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009767, over 22.00 utterances.], tot_loss[loss=0.08642, over 1465999.57 frames. utt_duration=1243 frames, utt_pad_proportion=0.0636, over 4722.16 utterances.], batch size: 22, lr: 3.74e-04 2022-11-23 20:58:53,985 INFO [train.py:818] (3/4) Epoch 15, batch 2450, loss[loss=0.07211, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01042, over 23.00 utterances.], tot_loss[loss=0.08641, over 1467117.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06379, over 4747.24 utterances.], batch size: 23, lr: 3.74e-04 2022-11-23 20:59:29,371 INFO [train.py:818] (3/4) Epoch 15, batch 2500, loss[loss=0.07525, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01426, over 24.00 utterances.], tot_loss[loss=0.08598, over 1467760.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06382, over 4758.98 utterances.], batch size: 24, lr: 3.73e-04 2022-11-23 21:00:06,975 INFO [train.py:818] (3/4) Epoch 15, batch 2550, loss[loss=0.06985, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007221, over 21.00 utterances.], tot_loss[loss=0.08528, over 1467463.20 frames. utt_duration=1236 frames, utt_pad_proportion=0.06043, over 4753.31 utterances.], batch size: 21, lr: 3.73e-04 2022-11-23 21:00:43,391 INFO [train.py:818] (3/4) Epoch 15, batch 2600, loss[loss=0.04905, over 7443.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007394, over 18.00 utterances.], tot_loss[loss=0.08608, over 1466521.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06243, over 4750.10 utterances.], batch size: 18, lr: 3.73e-04 2022-11-23 21:01:18,868 INFO [train.py:818] (3/4) Epoch 15, batch 2650, loss[loss=0.09483, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01604, over 24.00 utterances.], tot_loss[loss=0.08729, over 1466452.24 frames. utt_duration=1224 frames, utt_pad_proportion=0.06457, over 4799.13 utterances.], batch size: 24, lr: 3.73e-04 2022-11-23 21:01:57,247 INFO [train.py:818] (3/4) Epoch 15, batch 2700, loss[loss=0.0828, over 7213.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01406, over 24.00 utterances.], tot_loss[loss=0.0865, over 1466901.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06066, over 4744.46 utterances.], batch size: 24, lr: 3.73e-04 2022-11-23 21:02:33,426 INFO [train.py:818] (3/4) Epoch 15, batch 2750, loss[loss=0.1147, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004855, over 21.00 utterances.], tot_loss[loss=0.08524, over 1465768.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.06062, over 4724.19 utterances.], batch size: 21, lr: 3.73e-04 2022-11-23 21:03:09,511 INFO [train.py:818] (3/4) Epoch 15, batch 2800, loss[loss=0.06497, over 7431.00 frames. utt_duration=763.6 frames, utt_pad_proportion=0.1273, over 39.00 utterances.], tot_loss[loss=0.0843, over 1465395.23 frames. utt_duration=1260 frames, utt_pad_proportion=0.05728, over 4656.04 utterances.], batch size: 39, lr: 3.73e-04 2022-11-23 21:03:46,720 INFO [train.py:818] (3/4) Epoch 15, batch 2850, loss[loss=0.0459, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006803, over 21.00 utterances.], tot_loss[loss=0.08305, over 1465414.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.05466, over 4626.46 utterances.], batch size: 21, lr: 3.73e-04 2022-11-23 21:04:21,940 INFO [train.py:818] (3/4) Epoch 15, batch 2900, loss[loss=0.07614, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 18.00 utterances.], tot_loss[loss=0.0826, over 1465042.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.05177, over 4586.17 utterances.], batch size: 18, lr: 3.73e-04 2022-11-23 21:04:58,644 INFO [train.py:818] (3/4) Epoch 15, batch 2950, loss[loss=0.1188, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00663, over 21.00 utterances.], tot_loss[loss=0.08249, over 1464939.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.05747, over 4669.46 utterances.], batch size: 21, lr: 3.73e-04 2022-11-23 21:05:36,510 INFO [train.py:818] (3/4) Epoch 15, batch 3000, loss[loss=0.1197, over 7252.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.0317, over 27.00 utterances.], tot_loss[loss=0.08374, over 1465230.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05019, over 4619.84 utterances.], batch size: 27, lr: 3.73e-04 2022-11-23 21:05:36,511 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 21:05:56,651 INFO [train.py:847] (3/4) Epoch 15, validation: loss=0.05136, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 21:06:33,819 INFO [train.py:818] (3/4) Epoch 15, batch 3050, loss[loss=0.08573, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01103, over 24.00 utterances.], tot_loss[loss=0.08366, over 1465583.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.05596, over 4695.23 utterances.], batch size: 24, lr: 3.73e-04 2022-11-23 21:07:12,037 INFO [train.py:818] (3/4) Epoch 15, batch 3100, loss[loss=0.06731, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.0579, over 16.00 utterances.], tot_loss[loss=0.08441, over 1464525.84 frames. utt_duration=1257 frames, utt_pad_proportion=0.05667, over 4665.42 utterances.], batch size: 16, lr: 3.73e-04 2022-11-23 21:07:47,832 INFO [train.py:818] (3/4) Epoch 15, batch 3150, loss[loss=0.06879, over 7299.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.00436, over 21.00 utterances.], tot_loss[loss=0.08595, over 1464964.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.05164, over 4614.87 utterances.], batch size: 21, lr: 3.72e-04 2022-11-23 21:08:24,302 INFO [train.py:818] (3/4) Epoch 15, batch 3200, loss[loss=0.08506, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.0104, over 17.00 utterances.], tot_loss[loss=0.08443, over 1466057.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.04855, over 4606.51 utterances.], batch size: 17, lr: 3.72e-04 2022-11-23 21:09:01,154 INFO [train.py:818] (3/4) Epoch 15, batch 3250, loss[loss=0.06499, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00739, over 21.00 utterances.], tot_loss[loss=0.08386, over 1464232.43 frames. utt_duration=1293 frames, utt_pad_proportion=0.0449, over 4533.33 utterances.], batch size: 21, lr: 3.72e-04 2022-11-23 21:09:37,156 INFO [train.py:818] (3/4) Epoch 15, batch 3300, loss[loss=0.1033, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00609, over 19.00 utterances.], tot_loss[loss=0.08457, over 1465276.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04955, over 4553.72 utterances.], batch size: 19, lr: 3.72e-04 2022-11-23 21:10:14,366 INFO [train.py:818] (3/4) Epoch 15, batch 3350, loss[loss=0.08269, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007161, over 18.00 utterances.], tot_loss[loss=0.08452, over 1465762.00 frames. utt_duration=1299 frames, utt_pad_proportion=0.04719, over 4519.21 utterances.], batch size: 18, lr: 3.72e-04 2022-11-23 21:10:51,243 INFO [train.py:818] (3/4) Epoch 15, batch 3400, loss[loss=0.07, over 7310.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03357, over 27.00 utterances.], tot_loss[loss=0.08414, over 1464856.86 frames. utt_duration=1301 frames, utt_pad_proportion=0.04483, over 4507.99 utterances.], batch size: 27, lr: 3.72e-04 2022-11-23 21:11:27,447 INFO [train.py:818] (3/4) Epoch 15, batch 3450, loss[loss=0.06589, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.006924, over 17.00 utterances.], tot_loss[loss=0.08464, over 1465392.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.05078, over 4566.53 utterances.], batch size: 17, lr: 3.72e-04 2022-11-23 21:12:16,315 INFO [train.py:818] (3/4) Epoch 15, batch 3500, loss[loss=0.06633, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008396, over 18.00 utterances.], tot_loss[loss=0.0851, over 1465835.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.04862, over 4576.86 utterances.], batch size: 18, lr: 3.72e-04 2022-11-23 21:12:52,348 INFO [train.py:818] (3/4) Epoch 15, batch 3550, loss[loss=0.1041, over 7261.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.06222, over 30.00 utterances.], tot_loss[loss=0.08441, over 1465822.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.05902, over 4690.98 utterances.], batch size: 30, lr: 3.72e-04 2022-11-23 21:13:27,487 INFO [train.py:818] (3/4) Epoch 15, batch 3600, loss[loss=0.1206, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0247, over 25.00 utterances.], tot_loss[loss=0.08442, over 1464542.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.0534, over 4628.33 utterances.], batch size: 25, lr: 3.72e-04 2022-11-23 21:14:05,435 INFO [train.py:818] (3/4) Epoch 15, batch 3650, loss[loss=0.07982, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], tot_loss[loss=0.08424, over 1464880.57 frames. utt_duration=1277 frames, utt_pad_proportion=0.05084, over 4593.22 utterances.], batch size: 18, lr: 3.72e-04 2022-11-23 21:14:41,346 INFO [train.py:818] (3/4) Epoch 15, batch 3700, loss[loss=0.0685, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007153, over 21.00 utterances.], tot_loss[loss=0.08431, over 1464684.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04725, over 4553.52 utterances.], batch size: 21, lr: 3.72e-04 2022-11-23 21:15:17,536 INFO [train.py:818] (3/4) Epoch 15, batch 3750, loss[loss=0.09616, over 7484.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01148, over 23.00 utterances.], tot_loss[loss=0.08445, over 1465249.39 frames. utt_duration=1274 frames, utt_pad_proportion=0.05329, over 4604.36 utterances.], batch size: 23, lr: 3.72e-04 2022-11-23 21:15:54,024 INFO [train.py:818] (3/4) Epoch 15, batch 3800, loss[loss=0.07926, over 7251.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.02256, over 16.00 utterances.], tot_loss[loss=0.08393, over 1464315.68 frames. utt_duration=1290 frames, utt_pad_proportion=0.04997, over 4545.16 utterances.], batch size: 16, lr: 3.72e-04 2022-11-23 21:16:29,507 INFO [train.py:818] (3/4) Epoch 15, batch 3850, loss[loss=0.1135, over 7241.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04012, over 27.00 utterances.], tot_loss[loss=0.0838, over 1463919.99 frames. utt_duration=1296 frames, utt_pad_proportion=0.0509, over 4524.18 utterances.], batch size: 27, lr: 3.71e-04 2022-11-23 21:17:06,648 INFO [train.py:818] (3/4) Epoch 15, batch 3900, loss[loss=0.07052, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005114, over 20.00 utterances.], tot_loss[loss=0.08239, over 1465312.67 frames. utt_duration=1305 frames, utt_pad_proportion=0.04624, over 4496.91 utterances.], batch size: 20, lr: 3.71e-04 2022-11-23 21:17:43,572 INFO [train.py:818] (3/4) Epoch 15, batch 3950, loss[loss=0.05797, over 7372.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.006864, over 20.00 utterances.], tot_loss[loss=0.08238, over 1465198.97 frames. utt_duration=1318 frames, utt_pad_proportion=0.04102, over 4451.38 utterances.], batch size: 20, lr: 3.71e-04 2022-11-23 21:18:19,174 INFO [train.py:818] (3/4) Epoch 15, batch 4000, loss[loss=0.08679, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01036, over 17.00 utterances.], tot_loss[loss=0.08185, over 1465350.68 frames. utt_duration=1322 frames, utt_pad_proportion=0.03912, over 4438.32 utterances.], batch size: 17, lr: 3.71e-04 2022-11-23 21:18:57,015 INFO [train.py:818] (3/4) Epoch 15, batch 4050, loss[loss=0.1041, over 7169.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007811, over 17.00 utterances.], tot_loss[loss=0.08293, over 1465449.60 frames. utt_duration=1298 frames, utt_pad_proportion=0.0481, over 4521.29 utterances.], batch size: 17, lr: 3.71e-04 2022-11-23 21:19:34,900 INFO [train.py:818] (3/4) Epoch 15, batch 4100, loss[loss=0.1236, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006642, over 21.00 utterances.], tot_loss[loss=0.08452, over 1464378.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.04234, over 4483.96 utterances.], batch size: 21, lr: 3.71e-04 2022-11-23 21:20:10,700 INFO [train.py:818] (3/4) Epoch 15, batch 4150, loss[loss=0.08542, over 7400.00 frames. utt_duration=956.1 frames, utt_pad_proportion=0.07082, over 31.00 utterances.], tot_loss[loss=0.0852, over 1465353.35 frames. utt_duration=1309 frames, utt_pad_proportion=0.04284, over 4483.60 utterances.], batch size: 31, lr: 3.71e-04 2022-11-23 21:20:47,523 INFO [train.py:818] (3/4) Epoch 15, batch 4200, loss[loss=0.08892, over 7458.00 frames. utt_duration=446.8 frames, utt_pad_proportion=0.3041, over 67.00 utterances.], tot_loss[loss=0.08682, over 1466435.58 frames. utt_duration=1291 frames, utt_pad_proportion=0.04951, over 4548.29 utterances.], batch size: 67, lr: 3.71e-04 2022-11-23 21:21:24,829 INFO [train.py:818] (3/4) Epoch 15, batch 4250, loss[loss=0.1338, over 7482.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02594, over 26.00 utterances.], tot_loss[loss=0.08884, over 1465631.05 frames. utt_duration=1294 frames, utt_pad_proportion=0.04883, over 4536.50 utterances.], batch size: 26, lr: 3.71e-04 2022-11-23 21:22:00,737 INFO [train.py:818] (3/4) Epoch 15, batch 4300, loss[loss=0.05408, over 7285.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006812, over 20.00 utterances.], tot_loss[loss=0.0915, over 1464783.43 frames. utt_duration=1296 frames, utt_pad_proportion=0.04699, over 4526.00 utterances.], batch size: 20, lr: 3.71e-04 2022-11-23 21:22:37,519 INFO [train.py:818] (3/4) Epoch 15, batch 4350, loss[loss=0.09412, over 7295.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.007713, over 18.00 utterances.], tot_loss[loss=0.09448, over 1465223.67 frames. utt_duration=1281 frames, utt_pad_proportion=0.04985, over 4581.66 utterances.], batch size: 18, lr: 3.71e-04 2022-11-23 21:23:15,777 INFO [train.py:818] (3/4) Epoch 15, batch 4400, loss[loss=0.1044, over 7397.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006277, over 19.00 utterances.], tot_loss[loss=0.09686, over 1464195.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.0475, over 4573.08 utterances.], batch size: 19, lr: 3.71e-04 2022-11-23 21:23:53,055 INFO [train.py:818] (3/4) Epoch 15, batch 4450, loss[loss=0.1307, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006379, over 20.00 utterances.], tot_loss[loss=0.09968, over 1463730.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.05963, over 4703.05 utterances.], batch size: 20, lr: 3.71e-04 2022-11-23 21:24:30,878 INFO [train.py:818] (3/4) Epoch 15, batch 4500, loss[loss=0.0831, over 7144.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01158, over 17.00 utterances.], tot_loss[loss=0.1011, over 1464865.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.05421, over 4612.31 utterances.], batch size: 17, lr: 3.71e-04 2022-11-23 21:25:08,320 INFO [train.py:818] (3/4) Epoch 15, batch 4550, loss[loss=0.1022, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02188, over 25.00 utterances.], tot_loss[loss=0.102, over 1464710.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.05943, over 4695.12 utterances.], batch size: 25, lr: 3.70e-04 2022-11-23 21:25:44,874 INFO [train.py:818] (3/4) Epoch 15, batch 4600, loss[loss=0.1176, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007169, over 19.00 utterances.], tot_loss[loss=0.1017, over 1464386.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06269, over 4711.06 utterances.], batch size: 19, lr: 3.70e-04 2022-11-23 21:26:22,655 INFO [train.py:818] (3/4) Epoch 15, batch 4650, loss[loss=0.1036, over 7258.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04021, over 27.00 utterances.], tot_loss[loss=0.1028, over 1465255.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.05539, over 4678.31 utterances.], batch size: 27, lr: 3.70e-04 2022-11-23 21:26:57,758 INFO [train.py:818] (3/4) Epoch 15, batch 4700, loss[loss=0.1319, over 7346.00 frames. utt_duration=755 frames, utt_pad_proportion=0.1381, over 39.00 utterances.], tot_loss[loss=0.1026, over 1463679.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.04981, over 4610.45 utterances.], batch size: 39, lr: 3.70e-04 2022-11-23 21:27:34,676 INFO [train.py:818] (3/4) Epoch 15, batch 4750, loss[loss=0.1742, over 7432.00 frames. utt_duration=414.2 frames, utt_pad_proportion=0.3507, over 72.00 utterances.], tot_loss[loss=0.1033, over 1463815.98 frames. utt_duration=1272 frames, utt_pad_proportion=0.05131, over 4609.64 utterances.], batch size: 72, lr: 3.70e-04 2022-11-23 21:28:12,722 INFO [train.py:818] (3/4) Epoch 15, batch 4800, loss[loss=0.09404, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.1052, over 1464962.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05386, over 4633.91 utterances.], batch size: 21, lr: 3.70e-04 2022-11-23 21:28:48,303 INFO [train.py:818] (3/4) Epoch 15, batch 4850, loss[loss=0.1429, over 7439.00 frames. utt_duration=764.7 frames, utt_pad_proportion=0.132, over 39.00 utterances.], tot_loss[loss=0.1055, over 1465543.29 frames. utt_duration=1283 frames, utt_pad_proportion=0.04711, over 4574.35 utterances.], batch size: 39, lr: 3.70e-04 2022-11-23 21:29:25,467 INFO [train.py:818] (3/4) Epoch 15, batch 4900, loss[loss=0.1093, over 7479.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01344, over 24.00 utterances.], tot_loss[loss=0.1065, over 1465180.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.04363, over 4567.07 utterances.], batch size: 24, lr: 3.70e-04 2022-11-23 21:30:02,535 INFO [train.py:818] (3/4) Epoch 15, batch 4950, loss[loss=0.1136, over 7486.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01174, over 24.00 utterances.], tot_loss[loss=0.1059, over 1465758.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.04386, over 4563.62 utterances.], batch size: 24, lr: 3.70e-04 2022-11-23 21:30:38,835 INFO [train.py:818] (3/4) Epoch 15, batch 5000, loss[loss=0.07349, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009483, over 17.00 utterances.], tot_loss[loss=0.1047, over 1465248.02 frames. utt_duration=1297 frames, utt_pad_proportion=0.04235, over 4522.47 utterances.], batch size: 17, lr: 3.70e-04 2022-11-23 21:31:15,302 INFO [train.py:818] (3/4) Epoch 15, batch 5050, loss[loss=0.09832, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00813, over 18.00 utterances.], tot_loss[loss=0.1057, over 1464333.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.04572, over 4552.17 utterances.], batch size: 18, lr: 3.70e-04 2022-11-23 21:31:54,812 INFO [train.py:818] (3/4) Epoch 15, batch 5100, loss[loss=0.07536, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.107, over 1464228.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.06209, over 4709.43 utterances.], batch size: 19, lr: 3.70e-04 2022-11-23 21:32:31,378 INFO [train.py:818] (3/4) Epoch 15, batch 5150, loss[loss=0.1213, over 7439.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.06777, over 31.00 utterances.], tot_loss[loss=0.1071, over 1464893.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06345, over 4759.88 utterances.], batch size: 31, lr: 3.70e-04 2022-11-23 21:33:10,095 INFO [train.py:818] (3/4) Epoch 15, batch 5200, loss[loss=0.09227, over 7400.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.007966, over 22.00 utterances.], tot_loss[loss=0.108, over 1465933.27 frames. utt_duration=1206 frames, utt_pad_proportion=0.0697, over 4866.36 utterances.], batch size: 22, lr: 3.70e-04 2022-11-23 21:33:45,497 INFO [train.py:818] (3/4) Epoch 15, batch 5250, loss[loss=0.106, over 7250.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01305, over 24.00 utterances.], tot_loss[loss=0.1067, over 1465805.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.06538, over 4848.52 utterances.], batch size: 24, lr: 3.69e-04 2022-11-23 21:34:23,229 INFO [train.py:818] (3/4) Epoch 15, batch 5300, loss[loss=0.1045, over 7462.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.1476, over 40.00 utterances.], tot_loss[loss=0.1079, over 1465972.16 frames. utt_duration=1193 frames, utt_pad_proportion=0.07142, over 4922.49 utterances.], batch size: 40, lr: 3.69e-04 2022-11-23 21:35:01,369 INFO [train.py:818] (3/4) Epoch 15, batch 5350, loss[loss=0.1197, over 7409.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007196, over 22.00 utterances.], tot_loss[loss=0.1089, over 1466549.89 frames. utt_duration=1207 frames, utt_pad_proportion=0.06575, over 4865.26 utterances.], batch size: 22, lr: 3.69e-04 2022-11-23 21:35:37,215 INFO [train.py:818] (3/4) Epoch 15, batch 5400, loss[loss=0.07247, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007762, over 18.00 utterances.], tot_loss[loss=0.1078, over 1466414.37 frames. utt_duration=1248 frames, utt_pad_proportion=0.05614, over 4707.04 utterances.], batch size: 18, lr: 3.69e-04 2022-11-23 21:36:14,924 INFO [train.py:818] (3/4) Epoch 15, batch 5450, loss[loss=0.1136, over 7172.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008288, over 21.00 utterances.], tot_loss[loss=0.1066, over 1465001.70 frames. utt_duration=1222 frames, utt_pad_proportion=0.06494, over 4800.18 utterances.], batch size: 21, lr: 3.69e-04 2022-11-23 21:36:52,525 INFO [train.py:818] (3/4) Epoch 15, batch 5500, loss[loss=0.1005, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004973, over 20.00 utterances.], tot_loss[loss=0.1076, over 1464783.75 frames. utt_duration=1240 frames, utt_pad_proportion=0.05753, over 4732.70 utterances.], batch size: 20, lr: 3.69e-04 2022-11-23 21:37:28,097 INFO [train.py:818] (3/4) Epoch 15, batch 5550, loss[loss=0.0885, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.00755, over 18.00 utterances.], tot_loss[loss=0.1088, over 1466065.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.05878, over 4763.66 utterances.], batch size: 18, lr: 3.69e-04 2022-11-23 21:38:05,124 INFO [train.py:818] (3/4) Epoch 15, batch 5600, loss[loss=0.09296, over 7175.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006052, over 21.00 utterances.], tot_loss[loss=0.1088, over 1464602.25 frames. utt_duration=1248 frames, utt_pad_proportion=0.05732, over 4700.62 utterances.], batch size: 21, lr: 3.69e-04 2022-11-23 21:38:42,256 INFO [train.py:818] (3/4) Epoch 15, batch 5650, loss[loss=0.08288, over 7452.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006957, over 18.00 utterances.], tot_loss[loss=0.107, over 1465208.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.05812, over 4695.50 utterances.], batch size: 18, lr: 3.69e-04 2022-11-23 21:39:19,109 INFO [train.py:818] (3/4) Epoch 15, batch 5700, loss[loss=0.06162, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005905, over 21.00 utterances.], tot_loss[loss=0.1062, over 1464447.06 frames. utt_duration=1234 frames, utt_pad_proportion=0.06576, over 4753.86 utterances.], batch size: 21, lr: 3.69e-04 2022-11-23 21:39:55,705 INFO [train.py:818] (3/4) Epoch 15, batch 5750, loss[loss=0.1359, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01364, over 24.00 utterances.], tot_loss[loss=0.1062, over 1465052.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06042, over 4719.07 utterances.], batch size: 24, lr: 3.69e-04 2022-11-23 21:40:33,050 INFO [train.py:818] (3/4) Epoch 15, batch 5800, loss[loss=0.0753, over 7299.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.04006, over 16.00 utterances.], tot_loss[loss=0.1065, over 1466087.99 frames. utt_duration=1212 frames, utt_pad_proportion=0.06871, over 4843.72 utterances.], batch size: 16, lr: 3.69e-04 2022-11-23 21:41:10,143 INFO [train.py:818] (3/4) Epoch 15, batch 5850, loss[loss=0.1059, over 7191.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.005664, over 19.00 utterances.], tot_loss[loss=0.1063, over 1466670.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06416, over 4792.07 utterances.], batch size: 19, lr: 3.69e-04 2022-11-23 21:41:48,270 INFO [train.py:818] (3/4) Epoch 15, batch 5900, loss[loss=0.1006, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 18.00 utterances.], tot_loss[loss=0.1057, over 1466376.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07005, over 4843.85 utterances.], batch size: 18, lr: 3.69e-04 2022-11-23 21:42:24,532 INFO [train.py:818] (3/4) Epoch 15, batch 5950, loss[loss=0.1316, over 7389.00 frames. utt_duration=759.6 frames, utt_pad_proportion=0.1378, over 39.00 utterances.], tot_loss[loss=0.106, over 1466591.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06591, over 4836.08 utterances.], batch size: 39, lr: 3.68e-04 2022-11-23 21:43:01,055 INFO [train.py:818] (3/4) Epoch 15, batch 6000, loss[loss=0.1397, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006972, over 22.00 utterances.], tot_loss[loss=0.106, over 1466920.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06353, over 4805.79 utterances.], batch size: 22, lr: 3.68e-04 2022-11-23 21:43:01,056 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 21:43:21,131 INFO [train.py:847] (3/4) Epoch 15, validation: loss=0.04764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 21:43:58,528 INFO [train.py:818] (3/4) Epoch 15, batch 6050, loss[loss=0.1028, over 7289.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03479, over 27.00 utterances.], tot_loss[loss=0.1063, over 1466346.88 frames. utt_duration=1232 frames, utt_pad_proportion=0.06184, over 4767.20 utterances.], batch size: 27, lr: 3.68e-04 2022-11-23 21:44:35,240 INFO [train.py:818] (3/4) Epoch 15, batch 6100, loss[loss=0.07704, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006842, over 21.00 utterances.], tot_loss[loss=0.1058, over 1467048.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06117, over 4749.34 utterances.], batch size: 21, lr: 3.68e-04 2022-11-23 21:45:12,709 INFO [train.py:818] (3/4) Epoch 15, batch 6150, loss[loss=0.08448, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005412, over 20.00 utterances.], tot_loss[loss=0.1055, over 1466513.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05551, over 4685.20 utterances.], batch size: 20, lr: 3.68e-04 2022-11-23 21:45:48,976 INFO [train.py:818] (3/4) Epoch 15, batch 6200, loss[loss=0.07779, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.0138, over 24.00 utterances.], tot_loss[loss=0.1071, over 1465683.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.06101, over 4749.91 utterances.], batch size: 24, lr: 3.68e-04 2022-11-23 21:46:25,786 INFO [train.py:818] (3/4) Epoch 15, batch 6250, loss[loss=0.07278, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006105, over 20.00 utterances.], tot_loss[loss=0.1055, over 1466249.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06005, over 4765.56 utterances.], batch size: 20, lr: 3.68e-04 2022-11-23 21:47:03,809 INFO [train.py:818] (3/4) Epoch 15, batch 6300, loss[loss=0.1095, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.003766, over 20.00 utterances.], tot_loss[loss=0.1055, over 1465783.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06129, over 4789.38 utterances.], batch size: 20, lr: 3.68e-04 2022-11-23 21:47:40,351 INFO [train.py:818] (3/4) Epoch 15, batch 6350, loss[loss=0.1032, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006116, over 20.00 utterances.], tot_loss[loss=0.1062, over 1466046.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06113, over 4738.62 utterances.], batch size: 20, lr: 3.68e-04 2022-11-23 21:48:19,097 INFO [train.py:818] (3/4) Epoch 15, batch 6400, loss[loss=0.1559, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.1069, over 1466902.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05583, over 4616.67 utterances.], batch size: 22, lr: 3.68e-04 2022-11-23 21:48:56,053 INFO [train.py:818] (3/4) Epoch 15, batch 6450, loss[loss=0.06881, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008463, over 17.00 utterances.], tot_loss[loss=0.106, over 1466956.89 frames. utt_duration=1275 frames, utt_pad_proportion=0.05315, over 4606.80 utterances.], batch size: 17, lr: 3.68e-04 2022-11-23 21:49:32,593 INFO [train.py:818] (3/4) Epoch 15, batch 6500, loss[loss=0.1033, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006052, over 21.00 utterances.], tot_loss[loss=0.1049, over 1466452.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05508, over 4636.46 utterances.], batch size: 21, lr: 3.68e-04 2022-11-23 21:50:11,517 INFO [train.py:818] (3/4) Epoch 15, batch 6550, loss[loss=0.08072, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01009, over 17.00 utterances.], tot_loss[loss=0.1051, over 1468124.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06578, over 4749.55 utterances.], batch size: 17, lr: 3.68e-04 2022-11-23 21:50:48,404 INFO [train.py:818] (3/4) Epoch 15, batch 6600, loss[loss=0.08873, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006847, over 19.00 utterances.], tot_loss[loss=0.1034, over 1467485.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06617, over 4739.35 utterances.], batch size: 19, lr: 3.68e-04 2022-11-23 21:51:25,231 INFO [train.py:818] (3/4) Epoch 15, batch 6650, loss[loss=0.1001, over 7287.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.05475, over 30.00 utterances.], tot_loss[loss=0.1039, over 1467931.66 frames. utt_duration=1206 frames, utt_pad_proportion=0.07595, over 4873.13 utterances.], batch size: 30, lr: 3.67e-04 2022-11-23 21:52:02,825 INFO [train.py:818] (3/4) Epoch 15, batch 6700, loss[loss=0.09411, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007154, over 19.00 utterances.], tot_loss[loss=0.1046, over 1468888.38 frames. utt_duration=1218 frames, utt_pad_proportion=0.07259, over 4830.63 utterances.], batch size: 19, lr: 3.67e-04 2022-11-23 21:52:38,793 INFO [train.py:818] (3/4) Epoch 15, batch 6750, loss[loss=0.09292, over 7176.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006259, over 21.00 utterances.], tot_loss[loss=0.1044, over 1469270.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.07088, over 4806.32 utterances.], batch size: 21, lr: 3.67e-04 2022-11-23 21:53:17,799 INFO [train.py:818] (3/4) Epoch 15, batch 6800, loss[loss=0.1269, over 7394.00 frames. utt_duration=423.8 frames, utt_pad_proportion=0.322, over 70.00 utterances.], tot_loss[loss=0.1038, over 1468083.30 frames. utt_duration=1204 frames, utt_pad_proportion=0.07724, over 4882.54 utterances.], batch size: 70, lr: 3.67e-04 2022-11-23 21:53:55,560 INFO [train.py:818] (3/4) Epoch 15, batch 6850, loss[loss=0.1172, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.004843, over 20.00 utterances.], tot_loss[loss=0.1057, over 1466845.23 frames. utt_duration=1182 frames, utt_pad_proportion=0.08418, over 4970.43 utterances.], batch size: 20, lr: 3.67e-04 2022-11-23 21:54:31,974 INFO [train.py:818] (3/4) Epoch 15, batch 6900, loss[loss=0.142, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007027, over 22.00 utterances.], tot_loss[loss=0.1061, over 1465890.55 frames. utt_duration=1197 frames, utt_pad_proportion=0.07692, over 4904.74 utterances.], batch size: 22, lr: 3.67e-04 2022-11-23 21:55:10,047 INFO [train.py:818] (3/4) Epoch 15, batch 6950, loss[loss=0.08832, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006169, over 18.00 utterances.], tot_loss[loss=0.1055, over 1466641.66 frames. utt_duration=1197 frames, utt_pad_proportion=0.077, over 4907.13 utterances.], batch size: 18, lr: 3.67e-04 2022-11-23 21:55:46,405 INFO [train.py:818] (3/4) Epoch 15, batch 7000, loss[loss=0.08225, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 22.00 utterances.], tot_loss[loss=0.1044, over 1466775.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.07127, over 4844.66 utterances.], batch size: 22, lr: 3.67e-04 2022-11-23 21:56:23,990 INFO [train.py:818] (3/4) Epoch 15, batch 7050, loss[loss=0.1156, over 7269.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03813, over 27.00 utterances.], tot_loss[loss=0.1036, over 1468169.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07481, over 4915.78 utterances.], batch size: 27, lr: 3.67e-04 2022-11-23 21:57:02,106 INFO [train.py:818] (3/4) Epoch 15, batch 7100, loss[loss=0.06978, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008588, over 18.00 utterances.], tot_loss[loss=0.1042, over 1467194.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.06803, over 4828.38 utterances.], batch size: 18, lr: 3.67e-04 2022-11-23 21:57:38,026 INFO [train.py:818] (3/4) Epoch 15, batch 7150, loss[loss=0.1465, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01458, over 24.00 utterances.], tot_loss[loss=0.1058, over 1466917.93 frames. utt_duration=1221 frames, utt_pad_proportion=0.06342, over 4809.68 utterances.], batch size: 24, lr: 3.67e-04 2022-11-23 21:58:15,554 INFO [train.py:818] (3/4) Epoch 15, batch 7200, loss[loss=0.116, over 7268.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03912, over 27.00 utterances.], tot_loss[loss=0.1045, over 1467040.01 frames. utt_duration=1228 frames, utt_pad_proportion=0.06149, over 4785.11 utterances.], batch size: 27, lr: 3.67e-04 2022-11-23 21:58:54,055 INFO [train.py:818] (3/4) Epoch 15, batch 7250, loss[loss=0.09864, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00639, over 21.00 utterances.], tot_loss[loss=0.1058, over 1467570.93 frames. utt_duration=1199 frames, utt_pad_proportion=0.07242, over 4901.48 utterances.], batch size: 21, lr: 3.67e-04 2022-11-23 21:59:29,938 INFO [train.py:818] (3/4) Epoch 15, batch 7300, loss[loss=0.09173, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00844, over 18.00 utterances.], tot_loss[loss=0.1042, over 1465744.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.06619, over 4795.55 utterances.], batch size: 18, lr: 3.67e-04 2022-11-23 22:00:07,772 INFO [train.py:818] (3/4) Epoch 15, batch 7350, loss[loss=0.07137, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005041, over 21.00 utterances.], tot_loss[loss=0.1051, over 1466622.37 frames. utt_duration=1194 frames, utt_pad_proportion=0.07554, over 4917.54 utterances.], batch size: 21, lr: 3.67e-04 2022-11-23 22:00:46,061 INFO [train.py:818] (3/4) Epoch 15, batch 7400, loss[loss=0.1451, over 7391.00 frames. utt_duration=380.7 frames, utt_pad_proportion=0.3919, over 78.00 utterances.], tot_loss[loss=0.1052, over 1465761.37 frames. utt_duration=1174 frames, utt_pad_proportion=0.08438, over 4999.05 utterances.], batch size: 78, lr: 3.66e-04 2022-11-23 22:01:22,827 INFO [train.py:818] (3/4) Epoch 15, batch 7450, loss[loss=0.1491, over 7390.00 frames. utt_duration=401 frames, utt_pad_proportion=0.3744, over 74.00 utterances.], tot_loss[loss=0.1049, over 1466354.58 frames. utt_duration=1175 frames, utt_pad_proportion=0.08825, over 4999.03 utterances.], batch size: 74, lr: 3.66e-04 2022-11-23 22:02:03,056 INFO [train.py:818] (3/4) Epoch 15, batch 7500, loss[loss=0.09795, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006, over 18.00 utterances.], tot_loss[loss=0.1046, over 1466598.97 frames. utt_duration=1165 frames, utt_pad_proportion=0.08691, over 5043.66 utterances.], batch size: 18, lr: 3.66e-04 2022-11-23 22:02:40,029 INFO [train.py:818] (3/4) Epoch 15, batch 7550, loss[loss=0.1114, over 7482.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004486, over 21.00 utterances.], tot_loss[loss=0.1048, over 1466192.47 frames. utt_duration=1183 frames, utt_pad_proportion=0.07981, over 4963.79 utterances.], batch size: 21, lr: 3.66e-04 2022-11-23 22:03:17,980 INFO [train.py:818] (3/4) Epoch 15, batch 7600, loss[loss=0.103, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03773, over 27.00 utterances.], tot_loss[loss=0.1055, over 1466778.77 frames. utt_duration=1168 frames, utt_pad_proportion=0.08202, over 5030.27 utterances.], batch size: 27, lr: 3.66e-04 2022-11-23 22:03:55,417 INFO [train.py:818] (3/4) Epoch 15, batch 7650, loss[loss=0.1146, over 7476.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006967, over 20.00 utterances.], tot_loss[loss=0.1051, over 1466132.85 frames. utt_duration=1163 frames, utt_pad_proportion=0.08437, over 5047.27 utterances.], batch size: 20, lr: 3.66e-04 2022-11-23 22:04:31,811 INFO [train.py:818] (3/4) Epoch 15, batch 7700, loss[loss=0.1136, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01011, over 23.00 utterances.], tot_loss[loss=0.1037, over 1465460.90 frames. utt_duration=1203 frames, utt_pad_proportion=0.07557, over 4877.86 utterances.], batch size: 23, lr: 3.66e-04 2022-11-23 22:05:09,820 INFO [train.py:818] (3/4) Epoch 15, batch 7750, loss[loss=0.1673, over 7272.00 frames. utt_duration=766.9 frames, utt_pad_proportion=0.1275, over 38.00 utterances.], tot_loss[loss=0.1035, over 1465884.79 frames. utt_duration=1207 frames, utt_pad_proportion=0.07586, over 4863.61 utterances.], batch size: 38, lr: 3.66e-04 2022-11-23 22:05:47,673 INFO [train.py:818] (3/4) Epoch 15, batch 7800, loss[loss=0.09412, over 7354.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009153, over 23.00 utterances.], tot_loss[loss=0.1039, over 1464594.05 frames. utt_duration=1210 frames, utt_pad_proportion=0.07368, over 4847.16 utterances.], batch size: 23, lr: 3.66e-04 2022-11-23 22:06:24,869 INFO [train.py:818] (3/4) Epoch 15, batch 7850, loss[loss=0.08944, over 7489.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02461, over 26.00 utterances.], tot_loss[loss=0.1037, over 1466180.83 frames. utt_duration=1195 frames, utt_pad_proportion=0.07601, over 4913.11 utterances.], batch size: 26, lr: 3.66e-04 2022-11-23 22:07:03,524 INFO [train.py:818] (3/4) Epoch 15, batch 7900, loss[loss=0.08838, over 7332.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.006331, over 18.00 utterances.], tot_loss[loss=0.1035, over 1466257.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06527, over 4779.33 utterances.], batch size: 18, lr: 3.66e-04 2022-11-23 22:07:39,893 INFO [train.py:818] (3/4) Epoch 15, batch 7950, loss[loss=0.06018, over 7323.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.006641, over 17.00 utterances.], tot_loss[loss=0.1041, over 1466384.22 frames. utt_duration=1212 frames, utt_pad_proportion=0.06806, over 4845.90 utterances.], batch size: 17, lr: 3.66e-04 2022-11-23 22:08:17,622 INFO [train.py:818] (3/4) Epoch 15, batch 8000, loss[loss=0.1057, over 7424.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005355, over 22.00 utterances.], tot_loss[loss=0.1034, over 1466202.72 frames. utt_duration=1209 frames, utt_pad_proportion=0.06812, over 4857.20 utterances.], batch size: 22, lr: 3.66e-04 2022-11-23 22:08:55,748 INFO [train.py:818] (3/4) Epoch 15, batch 8050, loss[loss=0.08887, over 7403.00 frames. utt_duration=957.2 frames, utt_pad_proportion=0.07162, over 31.00 utterances.], tot_loss[loss=0.1033, over 1466570.00 frames. utt_duration=1225 frames, utt_pad_proportion=0.06417, over 4793.77 utterances.], batch size: 31, lr: 3.66e-04 2022-11-23 22:09:32,606 INFO [train.py:818] (3/4) Epoch 15, batch 8100, loss[loss=0.1778, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006239, over 19.00 utterances.], tot_loss[loss=0.1048, over 1466403.16 frames. utt_duration=1198 frames, utt_pad_proportion=0.07139, over 4903.04 utterances.], batch size: 19, lr: 3.65e-04 2022-11-23 22:10:09,607 INFO [train.py:818] (3/4) Epoch 15, batch 8150, loss[loss=0.1141, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01066, over 23.00 utterances.], tot_loss[loss=0.1045, over 1466692.54 frames. utt_duration=1185 frames, utt_pad_proportion=0.07559, over 4955.96 utterances.], batch size: 23, lr: 3.65e-04 2022-11-23 22:10:47,736 INFO [train.py:818] (3/4) Epoch 15, batch 8200, loss[loss=0.1272, over 7327.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01255, over 23.00 utterances.], tot_loss[loss=0.1032, over 1466367.23 frames. utt_duration=1172 frames, utt_pad_proportion=0.08101, over 5012.30 utterances.], batch size: 23, lr: 3.65e-04 2022-11-23 22:11:23,567 INFO [train.py:818] (3/4) Epoch 15, batch 8250, loss[loss=0.1609, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006735, over 22.00 utterances.], tot_loss[loss=0.1036, over 1466655.10 frames. utt_duration=1180 frames, utt_pad_proportion=0.08113, over 4979.31 utterances.], batch size: 22, lr: 3.65e-04 2022-11-23 22:12:01,765 INFO [train.py:818] (3/4) Epoch 15, batch 8300, loss[loss=0.1158, over 7293.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006298, over 19.00 utterances.], tot_loss[loss=0.1048, over 1465499.57 frames. utt_duration=1176 frames, utt_pad_proportion=0.0817, over 4990.70 utterances.], batch size: 19, lr: 3.65e-04 2022-11-23 22:12:38,239 INFO [train.py:818] (3/4) Epoch 15, batch 8350, loss[loss=0.09486, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006142, over 20.00 utterances.], tot_loss[loss=0.1051, over 1466631.05 frames. utt_duration=1190 frames, utt_pad_proportion=0.07576, over 4936.83 utterances.], batch size: 20, lr: 3.65e-04 2022-11-23 22:13:16,138 INFO [train.py:818] (3/4) Epoch 15, batch 8400, loss[loss=0.08562, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004685, over 21.00 utterances.], tot_loss[loss=0.1044, over 1465695.99 frames. utt_duration=1179 frames, utt_pad_proportion=0.08242, over 4979.41 utterances.], batch size: 21, lr: 3.65e-04 2022-11-23 22:13:53,217 INFO [train.py:818] (3/4) Epoch 15, batch 8450, loss[loss=0.05517, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007355, over 21.00 utterances.], tot_loss[loss=0.1039, over 1465421.41 frames. utt_duration=1195 frames, utt_pad_proportion=0.076, over 4910.15 utterances.], batch size: 21, lr: 3.65e-04 2022-11-23 22:14:30,308 INFO [train.py:818] (3/4) Epoch 15, batch 8500, loss[loss=0.0772, over 7400.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008696, over 22.00 utterances.], tot_loss[loss=0.103, over 1465921.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.06923, over 4848.36 utterances.], batch size: 22, lr: 3.65e-04 2022-11-23 22:15:08,196 INFO [train.py:818] (3/4) Epoch 15, batch 8550, loss[loss=0.1101, over 7407.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007659, over 22.00 utterances.], tot_loss[loss=0.1024, over 1466583.60 frames. utt_duration=1219 frames, utt_pad_proportion=0.06891, over 4819.63 utterances.], batch size: 22, lr: 3.65e-04 2022-11-23 22:15:45,769 INFO [train.py:818] (3/4) Epoch 15, batch 8600, loss[loss=0.07941, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007232, over 18.00 utterances.], tot_loss[loss=0.1009, over 1465628.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06839, over 4764.59 utterances.], batch size: 18, lr: 3.65e-04 2022-11-23 22:16:22,288 INFO [train.py:818] (3/4) Epoch 15, batch 8650, loss[loss=0.1195, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007188, over 19.00 utterances.], tot_loss[loss=0.1021, over 1466243.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07851, over 4910.25 utterances.], batch size: 19, lr: 3.65e-04 2022-11-23 22:16:59,183 INFO [train.py:818] (3/4) Epoch 15, batch 8700, loss[loss=0.1469, over 7417.00 frames. utt_duration=444.2 frames, utt_pad_proportion=0.307, over 67.00 utterances.], tot_loss[loss=0.1031, over 1466078.29 frames. utt_duration=1171 frames, utt_pad_proportion=0.08415, over 5014.51 utterances.], batch size: 67, lr: 3.65e-04 2022-11-23 22:17:36,139 INFO [train.py:818] (3/4) Epoch 15, batch 8750, loss[loss=0.08233, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006532, over 19.00 utterances.], tot_loss[loss=0.1035, over 1466159.66 frames. utt_duration=1161 frames, utt_pad_proportion=0.08941, over 5057.56 utterances.], batch size: 19, lr: 3.65e-04 2022-11-23 22:18:12,609 INFO [train.py:818] (3/4) Epoch 15, batch 8800, loss[loss=0.1427, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006523, over 20.00 utterances.], tot_loss[loss=0.1039, over 1466155.42 frames. utt_duration=1187 frames, utt_pad_proportion=0.08017, over 4947.59 utterances.], batch size: 20, lr: 3.65e-04 2022-11-23 22:18:48,181 INFO [train.py:818] (3/4) Epoch 15, batch 8850, loss[loss=0.1356, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008419, over 23.00 utterances.], tot_loss[loss=0.1034, over 1465708.54 frames. utt_duration=1161 frames, utt_pad_proportion=0.09043, over 5055.89 utterances.], batch size: 23, lr: 3.64e-04 2022-11-23 22:20:10,426 INFO [train.py:818] (3/4) Epoch 16, batch 0, loss[loss=0.05692, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007789, over 18.00 utterances.], tot_loss[loss=0.05692, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007789, over 18.00 utterances.], batch size: 18, lr: 3.54e-04 2022-11-23 22:20:46,374 INFO [train.py:818] (3/4) Epoch 16, batch 50, loss[loss=0.08325, over 7267.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03739, over 16.00 utterances.], tot_loss[loss=0.08517, over 329813.01 frames. utt_duration=1235 frames, utt_pad_proportion=0.05486, over 1069.41 utterances.], batch size: 16, lr: 3.54e-04 2022-11-23 22:21:23,780 INFO [train.py:818] (3/4) Epoch 16, batch 100, loss[loss=0.09867, over 7234.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.03992, over 27.00 utterances.], tot_loss[loss=0.0844, over 582834.06 frames. utt_duration=1291 frames, utt_pad_proportion=0.04564, over 1807.37 utterances.], batch size: 27, lr: 3.54e-04 2022-11-23 22:21:59,445 INFO [train.py:818] (3/4) Epoch 16, batch 150, loss[loss=0.0855, over 7268.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.04594, over 16.00 utterances.], tot_loss[loss=0.08205, over 777590.25 frames. utt_duration=1340 frames, utt_pad_proportion=0.03425, over 2324.28 utterances.], batch size: 16, lr: 3.54e-04 2022-11-23 22:22:35,994 INFO [train.py:818] (3/4) Epoch 16, batch 200, loss[loss=0.09331, over 7214.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01724, over 24.00 utterances.], tot_loss[loss=0.08353, over 931120.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.0546, over 2943.67 utterances.], batch size: 24, lr: 3.54e-04 2022-11-23 22:23:13,532 INFO [train.py:818] (3/4) Epoch 16, batch 250, loss[loss=0.05749, over 7432.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.007603, over 18.00 utterances.], tot_loss[loss=0.08306, over 1050188.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.05116, over 3272.21 utterances.], batch size: 18, lr: 3.53e-04 2022-11-23 22:23:50,126 INFO [train.py:818] (3/4) Epoch 16, batch 300, loss[loss=0.0855, over 7449.00 frames. utt_duration=785.5 frames, utt_pad_proportion=0.1064, over 38.00 utterances.], tot_loss[loss=0.08284, over 1141595.69 frames. utt_duration=1295 frames, utt_pad_proportion=0.048, over 3529.60 utterances.], batch size: 38, lr: 3.53e-04 2022-11-23 22:24:25,952 INFO [train.py:818] (3/4) Epoch 16, batch 350, loss[loss=0.09137, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], tot_loss[loss=0.08236, over 1214025.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.05934, over 3843.46 utterances.], batch size: 23, lr: 3.53e-04 2022-11-23 22:25:03,848 INFO [train.py:818] (3/4) Epoch 16, batch 400, loss[loss=0.1053, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006273, over 19.00 utterances.], tot_loss[loss=0.0832, over 1269572.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.05362, over 3966.17 utterances.], batch size: 19, lr: 3.53e-04 2022-11-23 22:25:39,172 INFO [train.py:818] (3/4) Epoch 16, batch 450, loss[loss=0.112, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005935, over 18.00 utterances.], tot_loss[loss=0.08254, over 1313454.06 frames. utt_duration=1308 frames, utt_pad_proportion=0.04515, over 4019.74 utterances.], batch size: 18, lr: 3.53e-04 2022-11-23 22:26:14,719 INFO [train.py:818] (3/4) Epoch 16, batch 500, loss[loss=0.1169, over 7436.00 frames. utt_duration=426.3 frames, utt_pad_proportion=0.3328, over 70.00 utterances.], tot_loss[loss=0.08346, over 1347215.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 4239.08 utterances.], batch size: 70, lr: 3.53e-04 2022-11-23 22:26:53,950 INFO [train.py:818] (3/4) Epoch 16, batch 550, loss[loss=0.1471, over 7294.00 frames. utt_duration=769.2 frames, utt_pad_proportion=0.1249, over 38.00 utterances.], tot_loss[loss=0.08391, over 1374089.65 frames. utt_duration=1256 frames, utt_pad_proportion=0.06024, over 4382.62 utterances.], batch size: 38, lr: 3.53e-04 2022-11-23 22:27:30,037 INFO [train.py:818] (3/4) Epoch 16, batch 600, loss[loss=0.07323, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005574, over 20.00 utterances.], tot_loss[loss=0.08327, over 1394216.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.04978, over 4355.65 utterances.], batch size: 20, lr: 3.53e-04 2022-11-23 22:28:06,519 INFO [train.py:818] (3/4) Epoch 16, batch 650, loss[loss=0.09872, over 7205.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02524, over 25.00 utterances.], tot_loss[loss=0.08488, over 1409272.51 frames. utt_duration=1304 frames, utt_pad_proportion=0.04275, over 4327.25 utterances.], batch size: 25, lr: 3.53e-04 2022-11-23 22:28:44,656 INFO [train.py:818] (3/4) Epoch 16, batch 700, loss[loss=0.06518, over 7293.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01131, over 17.00 utterances.], tot_loss[loss=0.08374, over 1422034.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.04684, over 4416.58 utterances.], batch size: 17, lr: 3.53e-04 2022-11-23 22:29:20,080 INFO [train.py:818] (3/4) Epoch 16, batch 750, loss[loss=0.1042, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02209, over 25.00 utterances.], tot_loss[loss=0.08453, over 1431088.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04543, over 4443.49 utterances.], batch size: 25, lr: 3.53e-04 2022-11-23 22:29:56,367 INFO [train.py:818] (3/4) Epoch 16, batch 800, loss[loss=0.06477, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.005742, over 18.00 utterances.], tot_loss[loss=0.0846, over 1438780.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04789, over 4489.15 utterances.], batch size: 18, lr: 3.53e-04 2022-11-23 22:30:33,295 INFO [train.py:818] (3/4) Epoch 16, batch 850, loss[loss=0.0785, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007051, over 21.00 utterances.], tot_loss[loss=0.08501, over 1446154.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.04937, over 4557.19 utterances.], batch size: 21, lr: 3.53e-04 2022-11-23 22:31:09,435 INFO [train.py:818] (3/4) Epoch 16, batch 900, loss[loss=0.1307, over 7438.00 frames. utt_duration=439 frames, utt_pad_proportion=0.313, over 68.00 utterances.], tot_loss[loss=0.08477, over 1449732.44 frames. utt_duration=1259 frames, utt_pad_proportion=0.0527, over 4609.64 utterances.], batch size: 68, lr: 3.53e-04 2022-11-23 22:31:45,902 INFO [train.py:818] (3/4) Epoch 16, batch 950, loss[loss=0.07847, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01561, over 24.00 utterances.], tot_loss[loss=0.08578, over 1454048.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.05805, over 4691.88 utterances.], batch size: 24, lr: 3.53e-04 2022-11-23 22:32:23,512 INFO [train.py:818] (3/4) Epoch 16, batch 1000, loss[loss=0.09778, over 7260.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.01179, over 24.00 utterances.], tot_loss[loss=0.08521, over 1455685.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.05097, over 4651.01 utterances.], batch size: 24, lr: 3.52e-04 2022-11-23 22:32:59,316 INFO [train.py:818] (3/4) Epoch 16, batch 1050, loss[loss=0.1097, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004417, over 20.00 utterances.], tot_loss[loss=0.08525, over 1458921.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05181, over 4628.00 utterances.], batch size: 20, lr: 3.52e-04 2022-11-23 22:33:36,288 INFO [train.py:818] (3/4) Epoch 16, batch 1100, loss[loss=0.09164, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04039, over 16.00 utterances.], tot_loss[loss=0.08577, over 1459827.55 frames. utt_duration=1274 frames, utt_pad_proportion=0.04931, over 4589.01 utterances.], batch size: 16, lr: 3.52e-04 2022-11-23 22:34:12,831 INFO [train.py:818] (3/4) Epoch 16, batch 1150, loss[loss=0.1044, over 7184.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006903, over 22.00 utterances.], tot_loss[loss=0.08477, over 1461728.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05125, over 4600.75 utterances.], batch size: 22, lr: 3.52e-04 2022-11-23 22:34:49,249 INFO [train.py:818] (3/4) Epoch 16, batch 1200, loss[loss=0.07119, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.007063, over 18.00 utterances.], tot_loss[loss=0.08461, over 1462296.04 frames. utt_duration=1300 frames, utt_pad_proportion=0.04348, over 4505.09 utterances.], batch size: 18, lr: 3.52e-04 2022-11-23 22:35:25,622 INFO [train.py:818] (3/4) Epoch 16, batch 1250, loss[loss=0.06341, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009838, over 17.00 utterances.], tot_loss[loss=0.08544, over 1463489.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.04828, over 4581.71 utterances.], batch size: 17, lr: 3.52e-04 2022-11-23 22:36:02,119 INFO [train.py:818] (3/4) Epoch 16, batch 1300, loss[loss=0.08473, over 7281.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.006374, over 19.00 utterances.], tot_loss[loss=0.08534, over 1464239.81 frames. utt_duration=1293 frames, utt_pad_proportion=0.0432, over 4535.47 utterances.], batch size: 19, lr: 3.52e-04 2022-11-23 22:36:38,239 INFO [train.py:818] (3/4) Epoch 16, batch 1350, loss[loss=0.1126, over 7179.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006428, over 17.00 utterances.], tot_loss[loss=0.08537, over 1463590.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05113, over 4601.12 utterances.], batch size: 17, lr: 3.52e-04 2022-11-23 22:37:16,325 INFO [train.py:818] (3/4) Epoch 16, batch 1400, loss[loss=0.06967, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008, over 23.00 utterances.], tot_loss[loss=0.08509, over 1464252.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.04725, over 4586.30 utterances.], batch size: 23, lr: 3.52e-04 2022-11-23 22:37:51,949 INFO [train.py:818] (3/4) Epoch 16, batch 1450, loss[loss=0.05838, over 7147.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01069, over 17.00 utterances.], tot_loss[loss=0.08462, over 1464864.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05437, over 4649.96 utterances.], batch size: 17, lr: 3.52e-04 2022-11-23 22:38:27,953 INFO [train.py:818] (3/4) Epoch 16, batch 1500, loss[loss=0.07284, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.0064, over 19.00 utterances.], tot_loss[loss=0.08366, over 1464794.35 frames. utt_duration=1288 frames, utt_pad_proportion=0.04772, over 4554.15 utterances.], batch size: 19, lr: 3.52e-04 2022-11-23 22:39:06,533 INFO [train.py:818] (3/4) Epoch 16, batch 1550, loss[loss=0.1234, over 7408.00 frames. utt_duration=413.1 frames, utt_pad_proportion=0.3526, over 72.00 utterances.], tot_loss[loss=0.08413, over 1466186.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05743, over 4657.70 utterances.], batch size: 72, lr: 3.52e-04 2022-11-23 22:39:42,217 INFO [train.py:818] (3/4) Epoch 16, batch 1600, loss[loss=0.06996, over 7350.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02886, over 27.00 utterances.], tot_loss[loss=0.08472, over 1466165.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.05596, over 4652.42 utterances.], batch size: 27, lr: 3.52e-04 2022-11-23 22:40:17,291 INFO [train.py:818] (3/4) Epoch 16, batch 1650, loss[loss=0.1166, over 7323.00 frames. utt_duration=772.3 frames, utt_pad_proportion=0.1143, over 38.00 utterances.], tot_loss[loss=0.08463, over 1466133.68 frames. utt_duration=1278 frames, utt_pad_proportion=0.05012, over 4594.30 utterances.], batch size: 38, lr: 3.52e-04 2022-11-23 22:40:55,574 INFO [train.py:818] (3/4) Epoch 16, batch 1700, loss[loss=0.1207, over 7379.00 frames. utt_duration=953.6 frames, utt_pad_proportion=0.07055, over 31.00 utterances.], tot_loss[loss=0.08417, over 1465615.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.04723, over 4538.48 utterances.], batch size: 31, lr: 3.52e-04 2022-11-23 22:41:31,639 INFO [train.py:818] (3/4) Epoch 16, batch 1750, loss[loss=0.08268, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006455, over 22.00 utterances.], tot_loss[loss=0.0839, over 1465728.06 frames. utt_duration=1270 frames, utt_pad_proportion=0.0544, over 4622.97 utterances.], batch size: 22, lr: 3.52e-04 2022-11-23 22:42:08,192 INFO [train.py:818] (3/4) Epoch 16, batch 1800, loss[loss=0.06867, over 7275.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007562, over 21.00 utterances.], tot_loss[loss=0.08416, over 1466120.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05517, over 4648.37 utterances.], batch size: 21, lr: 3.51e-04 2022-11-23 22:42:45,099 INFO [train.py:818] (3/4) Epoch 16, batch 1850, loss[loss=0.07204, over 7322.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007755, over 17.00 utterances.], tot_loss[loss=0.0835, over 1465233.21 frames. utt_duration=1286 frames, utt_pad_proportion=0.04794, over 4562.60 utterances.], batch size: 17, lr: 3.51e-04 2022-11-23 22:43:20,340 INFO [train.py:818] (3/4) Epoch 16, batch 1900, loss[loss=0.08068, over 7201.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00521, over 20.00 utterances.], tot_loss[loss=0.08391, over 1464457.82 frames. utt_duration=1300 frames, utt_pad_proportion=0.0418, over 4509.68 utterances.], batch size: 20, lr: 3.51e-04 2022-11-23 22:43:55,510 INFO [train.py:818] (3/4) Epoch 16, batch 1950, loss[loss=0.08163, over 7225.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01665, over 24.00 utterances.], tot_loss[loss=0.08304, over 1464262.74 frames. utt_duration=1306 frames, utt_pad_proportion=0.04217, over 4491.44 utterances.], batch size: 24, lr: 3.51e-04 2022-11-23 22:44:33,077 INFO [train.py:818] (3/4) Epoch 16, batch 2000, loss[loss=0.08066, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02542, over 26.00 utterances.], tot_loss[loss=0.08307, over 1465428.25 frames. utt_duration=1300 frames, utt_pad_proportion=0.04243, over 4514.31 utterances.], batch size: 26, lr: 3.51e-04 2022-11-23 22:45:08,242 INFO [train.py:818] (3/4) Epoch 16, batch 2050, loss[loss=0.09567, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00892, over 23.00 utterances.], tot_loss[loss=0.08323, over 1465399.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.04552, over 4579.08 utterances.], batch size: 23, lr: 3.51e-04 2022-11-23 22:45:44,898 INFO [train.py:818] (3/4) Epoch 16, batch 2100, loss[loss=0.07531, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005385, over 20.00 utterances.], tot_loss[loss=0.08298, over 1466142.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.04499, over 4590.70 utterances.], batch size: 20, lr: 3.51e-04 2022-11-23 22:46:22,480 INFO [train.py:818] (3/4) Epoch 16, batch 2150, loss[loss=0.0842, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006332, over 19.00 utterances.], tot_loss[loss=0.08267, over 1466496.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.04447, over 4582.32 utterances.], batch size: 19, lr: 3.51e-04 2022-11-23 22:46:58,647 INFO [train.py:818] (3/4) Epoch 16, batch 2200, loss[loss=0.106, over 7219.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.0434, over 16.00 utterances.], tot_loss[loss=0.08371, over 1466713.70 frames. utt_duration=1286 frames, utt_pad_proportion=0.04172, over 4568.75 utterances.], batch size: 16, lr: 3.51e-04 2022-11-23 22:47:35,708 INFO [train.py:818] (3/4) Epoch 16, batch 2250, loss[loss=0.06712, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00511, over 19.00 utterances.], tot_loss[loss=0.08452, over 1466861.07 frames. utt_duration=1290 frames, utt_pad_proportion=0.04138, over 4553.45 utterances.], batch size: 19, lr: 3.51e-04 2022-11-23 22:48:14,636 INFO [train.py:818] (3/4) Epoch 16, batch 2300, loss[loss=0.09261, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007646, over 18.00 utterances.], tot_loss[loss=0.08465, over 1466401.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.05961, over 4723.32 utterances.], batch size: 18, lr: 3.51e-04 2022-11-23 22:48:50,095 INFO [train.py:818] (3/4) Epoch 16, batch 2350, loss[loss=0.06857, over 7446.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006099, over 18.00 utterances.], tot_loss[loss=0.08426, over 1467093.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05456, over 4632.90 utterances.], batch size: 18, lr: 3.51e-04 2022-11-23 22:49:28,602 INFO [train.py:818] (3/4) Epoch 16, batch 2400, loss[loss=0.08122, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005781, over 19.00 utterances.], tot_loss[loss=0.08413, over 1465885.01 frames. utt_duration=1260 frames, utt_pad_proportion=0.05744, over 4658.72 utterances.], batch size: 19, lr: 3.51e-04 2022-11-23 22:50:04,294 INFO [train.py:818] (3/4) Epoch 16, batch 2450, loss[loss=0.1093, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006735, over 20.00 utterances.], tot_loss[loss=0.08471, over 1465890.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.056, over 4630.16 utterances.], batch size: 20, lr: 3.51e-04 2022-11-23 22:50:39,988 INFO [train.py:818] (3/4) Epoch 16, batch 2500, loss[loss=0.06659, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00865, over 22.00 utterances.], tot_loss[loss=0.08291, over 1465252.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.0509, over 4564.00 utterances.], batch size: 22, lr: 3.51e-04 2022-11-23 22:51:16,914 INFO [train.py:818] (3/4) Epoch 16, batch 2550, loss[loss=0.09446, over 7342.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009201, over 23.00 utterances.], tot_loss[loss=0.08371, over 1465228.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.05147, over 4571.46 utterances.], batch size: 23, lr: 3.50e-04 2022-11-23 22:52:04,247 INFO [train.py:818] (3/4) Epoch 16, batch 2600, loss[loss=0.0985, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00657, over 19.00 utterances.], tot_loss[loss=0.08464, over 1464287.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.05503, over 4666.25 utterances.], batch size: 19, lr: 3.50e-04 2022-11-23 22:52:40,129 INFO [train.py:818] (3/4) Epoch 16, batch 2650, loss[loss=0.0586, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00597, over 19.00 utterances.], tot_loss[loss=0.08444, over 1464325.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06518, over 4781.60 utterances.], batch size: 19, lr: 3.50e-04 2022-11-23 22:53:18,371 INFO [train.py:818] (3/4) Epoch 16, batch 2700, loss[loss=0.08586, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008891, over 23.00 utterances.], tot_loss[loss=0.08404, over 1464788.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06232, over 4726.12 utterances.], batch size: 23, lr: 3.50e-04 2022-11-23 22:53:54,190 INFO [train.py:818] (3/4) Epoch 16, batch 2750, loss[loss=0.1084, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005515, over 21.00 utterances.], tot_loss[loss=0.08494, over 1465695.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.05788, over 4704.35 utterances.], batch size: 21, lr: 3.50e-04 2022-11-23 22:54:30,345 INFO [train.py:818] (3/4) Epoch 16, batch 2800, loss[loss=0.09683, over 7164.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01052, over 22.00 utterances.], tot_loss[loss=0.08488, over 1465268.29 frames. utt_duration=1236 frames, utt_pad_proportion=0.06011, over 4746.22 utterances.], batch size: 22, lr: 3.50e-04 2022-11-23 22:55:06,978 INFO [train.py:818] (3/4) Epoch 16, batch 2850, loss[loss=0.08795, over 7310.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006246, over 22.00 utterances.], tot_loss[loss=0.08438, over 1465041.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06088, over 4754.31 utterances.], batch size: 22, lr: 3.50e-04 2022-11-23 22:55:42,924 INFO [train.py:818] (3/4) Epoch 16, batch 2900, loss[loss=0.1021, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006103, over 20.00 utterances.], tot_loss[loss=0.08294, over 1465338.78 frames. utt_duration=1269 frames, utt_pad_proportion=0.05139, over 4622.59 utterances.], batch size: 20, lr: 3.50e-04 2022-11-23 22:56:18,983 INFO [train.py:818] (3/4) Epoch 16, batch 2950, loss[loss=0.07861, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006924, over 22.00 utterances.], tot_loss[loss=0.08304, over 1464334.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05154, over 4602.12 utterances.], batch size: 22, lr: 3.50e-04 2022-11-23 22:56:57,622 INFO [train.py:818] (3/4) Epoch 16, batch 3000, loss[loss=0.07777, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007231, over 22.00 utterances.], tot_loss[loss=0.08344, over 1465269.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.06147, over 4713.59 utterances.], batch size: 22, lr: 3.50e-04 2022-11-23 22:56:57,624 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 22:57:17,832 INFO [train.py:847] (3/4) Epoch 16, validation: loss=0.05323, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 22:57:54,671 INFO [train.py:818] (3/4) Epoch 16, batch 3050, loss[loss=0.1214, over 7449.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01091, over 17.00 utterances.], tot_loss[loss=0.08326, over 1465593.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.06386, over 4711.61 utterances.], batch size: 17, lr: 3.50e-04 2022-11-23 22:58:32,604 INFO [train.py:818] (3/4) Epoch 16, batch 3100, loss[loss=0.08474, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01521, over 24.00 utterances.], tot_loss[loss=0.08435, over 1465468.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06811, over 4768.96 utterances.], batch size: 24, lr: 3.50e-04 2022-11-23 22:59:08,356 INFO [train.py:818] (3/4) Epoch 16, batch 3150, loss[loss=0.05617, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009589, over 17.00 utterances.], tot_loss[loss=0.08294, over 1466209.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06656, over 4724.42 utterances.], batch size: 17, lr: 3.50e-04 2022-11-23 22:59:45,585 INFO [train.py:818] (3/4) Epoch 16, batch 3200, loss[loss=0.1288, over 7364.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.006803, over 23.00 utterances.], tot_loss[loss=0.0832, over 1466410.47 frames. utt_duration=1236 frames, utt_pad_proportion=0.06788, over 4753.28 utterances.], batch size: 23, lr: 3.50e-04 2022-11-23 23:00:22,841 INFO [train.py:818] (3/4) Epoch 16, batch 3250, loss[loss=0.1069, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.0338, over 27.00 utterances.], tot_loss[loss=0.08341, over 1466810.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.06558, over 4762.59 utterances.], batch size: 27, lr: 3.50e-04 2022-11-23 23:00:59,018 INFO [train.py:818] (3/4) Epoch 16, batch 3300, loss[loss=0.08018, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01288, over 24.00 utterances.], tot_loss[loss=0.08303, over 1467739.31 frames. utt_duration=1260 frames, utt_pad_proportion=0.05684, over 4665.02 utterances.], batch size: 24, lr: 3.50e-04 2022-11-23 23:01:36,477 INFO [train.py:818] (3/4) Epoch 16, batch 3350, loss[loss=0.07356, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005188, over 22.00 utterances.], tot_loss[loss=0.08312, over 1467620.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06403, over 4792.84 utterances.], batch size: 22, lr: 3.49e-04 2022-11-23 23:02:12,482 INFO [train.py:818] (3/4) Epoch 16, batch 3400, loss[loss=0.08757, over 7396.00 frames. utt_duration=760.2 frames, utt_pad_proportion=0.1331, over 39.00 utterances.], tot_loss[loss=0.08346, over 1467894.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.06184, over 4811.55 utterances.], batch size: 39, lr: 3.49e-04 2022-11-23 23:02:47,456 INFO [train.py:818] (3/4) Epoch 16, batch 3450, loss[loss=0.07942, over 7293.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005246, over 21.00 utterances.], tot_loss[loss=0.08392, over 1466468.28 frames. utt_duration=1204 frames, utt_pad_proportion=0.06765, over 4879.68 utterances.], batch size: 21, lr: 3.49e-04 2022-11-23 23:03:26,185 INFO [train.py:818] (3/4) Epoch 16, batch 3500, loss[loss=0.03878, over 7464.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009809, over 17.00 utterances.], tot_loss[loss=0.08253, over 1466769.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06494, over 4813.77 utterances.], batch size: 17, lr: 3.49e-04 2022-11-23 23:04:02,705 INFO [train.py:818] (3/4) Epoch 16, batch 3550, loss[loss=0.1068, over 7419.00 frames. utt_duration=402.4 frames, utt_pad_proportion=0.3682, over 74.00 utterances.], tot_loss[loss=0.08315, over 1466927.29 frames. utt_duration=1213 frames, utt_pad_proportion=0.06943, over 4844.19 utterances.], batch size: 74, lr: 3.49e-04 2022-11-23 23:04:38,858 INFO [train.py:818] (3/4) Epoch 16, batch 3600, loss[loss=0.07378, over 7409.00 frames. utt_duration=761.3 frames, utt_pad_proportion=0.1358, over 39.00 utterances.], tot_loss[loss=0.08285, over 1465614.77 frames. utt_duration=1216 frames, utt_pad_proportion=0.06867, over 4828.40 utterances.], batch size: 39, lr: 3.49e-04 2022-11-23 23:05:16,032 INFO [train.py:818] (3/4) Epoch 16, batch 3650, loss[loss=0.07718, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005928, over 19.00 utterances.], tot_loss[loss=0.08145, over 1465303.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05781, over 4662.55 utterances.], batch size: 19, lr: 3.49e-04 2022-11-23 23:05:51,618 INFO [train.py:818] (3/4) Epoch 16, batch 3700, loss[loss=0.1665, over 7250.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03972, over 27.00 utterances.], tot_loss[loss=0.08202, over 1464915.26 frames. utt_duration=1262 frames, utt_pad_proportion=0.05833, over 4649.12 utterances.], batch size: 27, lr: 3.49e-04 2022-11-23 23:06:26,971 INFO [train.py:818] (3/4) Epoch 16, batch 3750, loss[loss=0.1167, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006668, over 19.00 utterances.], tot_loss[loss=0.08171, over 1464817.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05423, over 4577.25 utterances.], batch size: 19, lr: 3.49e-04 2022-11-23 23:07:04,701 INFO [train.py:818] (3/4) Epoch 16, batch 3800, loss[loss=0.08247, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005145, over 20.00 utterances.], tot_loss[loss=0.08256, over 1465305.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05575, over 4629.68 utterances.], batch size: 20, lr: 3.49e-04 2022-11-23 23:07:40,580 INFO [train.py:818] (3/4) Epoch 16, batch 3850, loss[loss=0.05354, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.004628, over 19.00 utterances.], tot_loss[loss=0.08213, over 1465745.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.05959, over 4713.47 utterances.], batch size: 19, lr: 3.49e-04 2022-11-23 23:08:17,560 INFO [train.py:818] (3/4) Epoch 16, batch 3900, loss[loss=0.09587, over 7368.00 frames. utt_duration=434.9 frames, utt_pad_proportion=0.3184, over 68.00 utterances.], tot_loss[loss=0.08268, over 1465476.33 frames. utt_duration=1223 frames, utt_pad_proportion=0.0657, over 4799.12 utterances.], batch size: 68, lr: 3.49e-04 2022-11-23 23:08:54,862 INFO [train.py:818] (3/4) Epoch 16, batch 3950, loss[loss=0.09023, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00774, over 22.00 utterances.], tot_loss[loss=0.08353, over 1465400.17 frames. utt_duration=1220 frames, utt_pad_proportion=0.06461, over 4811.41 utterances.], batch size: 22, lr: 3.49e-04 2022-11-23 23:09:30,955 INFO [train.py:818] (3/4) Epoch 16, batch 4000, loss[loss=0.1203, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006824, over 18.00 utterances.], tot_loss[loss=0.08279, over 1465069.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05471, over 4694.02 utterances.], batch size: 18, lr: 3.49e-04 2022-11-23 23:10:07,707 INFO [train.py:818] (3/4) Epoch 16, batch 4050, loss[loss=0.05786, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008487, over 23.00 utterances.], tot_loss[loss=0.08444, over 1465799.82 frames. utt_duration=1204 frames, utt_pad_proportion=0.06683, over 4874.32 utterances.], batch size: 23, lr: 3.49e-04 2022-11-23 23:10:45,561 INFO [train.py:818] (3/4) Epoch 16, batch 4100, loss[loss=0.08403, over 7288.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006467, over 20.00 utterances.], tot_loss[loss=0.08527, over 1466133.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06077, over 4768.55 utterances.], batch size: 20, lr: 3.49e-04 2022-11-23 23:11:20,902 INFO [train.py:818] (3/4) Epoch 16, batch 4150, loss[loss=0.07404, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009217, over 17.00 utterances.], tot_loss[loss=0.08499, over 1467207.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05484, over 4615.69 utterances.], batch size: 17, lr: 3.48e-04 2022-11-23 23:11:58,443 INFO [train.py:818] (3/4) Epoch 16, batch 4200, loss[loss=0.09352, over 7391.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.004441, over 22.00 utterances.], tot_loss[loss=0.08608, over 1467978.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06318, over 4735.44 utterances.], batch size: 22, lr: 3.48e-04 2022-11-23 23:12:34,799 INFO [train.py:818] (3/4) Epoch 16, batch 4250, loss[loss=0.1037, over 7224.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01565, over 24.00 utterances.], tot_loss[loss=0.08809, over 1466412.87 frames. utt_duration=1238 frames, utt_pad_proportion=0.06585, over 4742.03 utterances.], batch size: 24, lr: 3.48e-04 2022-11-23 23:13:11,926 INFO [train.py:818] (3/4) Epoch 16, batch 4300, loss[loss=0.1656, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0123, over 24.00 utterances.], tot_loss[loss=0.09029, over 1465614.65 frames. utt_duration=1196 frames, utt_pad_proportion=0.08099, over 4906.90 utterances.], batch size: 24, lr: 3.48e-04 2022-11-23 23:13:48,298 INFO [train.py:818] (3/4) Epoch 16, batch 4350, loss[loss=0.08447, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01007, over 22.00 utterances.], tot_loss[loss=0.09369, over 1464996.93 frames. utt_duration=1223 frames, utt_pad_proportion=0.07259, over 4798.75 utterances.], batch size: 22, lr: 3.48e-04 2022-11-23 23:14:27,209 INFO [train.py:818] (3/4) Epoch 16, batch 4400, loss[loss=0.09276, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006015, over 21.00 utterances.], tot_loss[loss=0.09524, over 1465451.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.0621, over 4721.10 utterances.], batch size: 21, lr: 3.48e-04 2022-11-23 23:15:03,154 INFO [train.py:818] (3/4) Epoch 16, batch 4450, loss[loss=0.06441, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008781, over 17.00 utterances.], tot_loss[loss=0.09744, over 1466210.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06463, over 4761.63 utterances.], batch size: 17, lr: 3.48e-04 2022-11-23 23:15:41,868 INFO [train.py:818] (3/4) Epoch 16, batch 4500, loss[loss=0.1098, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01394, over 24.00 utterances.], tot_loss[loss=0.09823, over 1465279.79 frames. utt_duration=1246 frames, utt_pad_proportion=0.06231, over 4710.27 utterances.], batch size: 24, lr: 3.48e-04 2022-11-23 23:16:17,765 INFO [train.py:818] (3/4) Epoch 16, batch 4550, loss[loss=0.1097, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.09936, over 1465576.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06401, over 4777.57 utterances.], batch size: 24, lr: 3.48e-04 2022-11-23 23:16:54,182 INFO [train.py:818] (3/4) Epoch 16, batch 4600, loss[loss=0.1317, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01678, over 24.00 utterances.], tot_loss[loss=0.1005, over 1464146.72 frames. utt_duration=1235 frames, utt_pad_proportion=0.06234, over 4746.74 utterances.], batch size: 24, lr: 3.48e-04 2022-11-23 23:17:31,764 INFO [train.py:818] (3/4) Epoch 16, batch 4650, loss[loss=0.1093, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006756, over 22.00 utterances.], tot_loss[loss=0.1024, over 1463599.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.0568, over 4680.13 utterances.], batch size: 22, lr: 3.48e-04 2022-11-23 23:18:08,232 INFO [train.py:818] (3/4) Epoch 16, batch 4700, loss[loss=0.08114, over 7485.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005839, over 20.00 utterances.], tot_loss[loss=0.1024, over 1465297.08 frames. utt_duration=1246 frames, utt_pad_proportion=0.0598, over 4711.05 utterances.], batch size: 20, lr: 3.48e-04 2022-11-23 23:18:46,315 INFO [train.py:818] (3/4) Epoch 16, batch 4750, loss[loss=0.135, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006207, over 20.00 utterances.], tot_loss[loss=0.1035, over 1465102.31 frames. utt_duration=1233 frames, utt_pad_proportion=0.06256, over 4760.41 utterances.], batch size: 20, lr: 3.48e-04 2022-11-23 23:19:24,240 INFO [train.py:818] (3/4) Epoch 16, batch 4800, loss[loss=0.1071, over 7270.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.05829, over 30.00 utterances.], tot_loss[loss=0.1033, over 1464319.21 frames. utt_duration=1200 frames, utt_pad_proportion=0.07336, over 4885.55 utterances.], batch size: 30, lr: 3.48e-04 2022-11-23 23:19:59,590 INFO [train.py:818] (3/4) Epoch 16, batch 4850, loss[loss=0.1072, over 7297.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.1037, over 1464788.35 frames. utt_duration=1212 frames, utt_pad_proportion=0.07079, over 4839.99 utterances.], batch size: 19, lr: 3.48e-04 2022-11-23 23:20:36,895 INFO [train.py:818] (3/4) Epoch 16, batch 4900, loss[loss=0.07195, over 7409.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008489, over 22.00 utterances.], tot_loss[loss=0.1045, over 1464534.17 frames. utt_duration=1212 frames, utt_pad_proportion=0.0667, over 4837.78 utterances.], batch size: 22, lr: 3.47e-04 2022-11-23 23:21:14,026 INFO [train.py:818] (3/4) Epoch 16, batch 4950, loss[loss=0.0996, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005382, over 19.00 utterances.], tot_loss[loss=0.1051, over 1463517.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06211, over 4756.04 utterances.], batch size: 19, lr: 3.47e-04 2022-11-23 23:21:51,033 INFO [train.py:818] (3/4) Epoch 16, batch 5000, loss[loss=0.1304, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0156, over 24.00 utterances.], tot_loss[loss=0.1044, over 1463167.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06874, over 4795.05 utterances.], batch size: 24, lr: 3.47e-04 2022-11-23 23:22:27,193 INFO [train.py:818] (3/4) Epoch 16, batch 5050, loss[loss=0.1278, over 7432.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.06583, over 31.00 utterances.], tot_loss[loss=0.1046, over 1463697.43 frames. utt_duration=1215 frames, utt_pad_proportion=0.06814, over 4824.52 utterances.], batch size: 31, lr: 3.47e-04 2022-11-23 23:23:02,803 INFO [train.py:818] (3/4) Epoch 16, batch 5100, loss[loss=0.0987, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006109, over 19.00 utterances.], tot_loss[loss=0.1036, over 1464305.71 frames. utt_duration=1249 frames, utt_pad_proportion=0.05753, over 4694.62 utterances.], batch size: 19, lr: 3.47e-04 2022-11-23 23:23:40,399 INFO [train.py:818] (3/4) Epoch 16, batch 5150, loss[loss=0.143, over 7281.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 21.00 utterances.], tot_loss[loss=0.1032, over 1464476.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.04903, over 4595.48 utterances.], batch size: 21, lr: 3.47e-04 2022-11-23 23:24:18,374 INFO [train.py:818] (3/4) Epoch 16, batch 5200, loss[loss=0.1128, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006297, over 20.00 utterances.], tot_loss[loss=0.1028, over 1464827.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.04973, over 4584.74 utterances.], batch size: 20, lr: 3.47e-04 2022-11-23 23:24:55,082 INFO [train.py:818] (3/4) Epoch 16, batch 5250, loss[loss=0.116, over 7254.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.01921, over 16.00 utterances.], tot_loss[loss=0.1034, over 1463974.86 frames. utt_duration=1263 frames, utt_pad_proportion=0.05198, over 4640.26 utterances.], batch size: 16, lr: 3.47e-04 2022-11-23 23:25:32,132 INFO [train.py:818] (3/4) Epoch 16, batch 5300, loss[loss=0.1147, over 7197.00 frames. utt_duration=1373 frames, utt_pad_proportion=0.004489, over 21.00 utterances.], tot_loss[loss=0.1027, over 1465129.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05355, over 4660.17 utterances.], batch size: 21, lr: 3.47e-04 2022-11-23 23:26:09,730 INFO [train.py:818] (3/4) Epoch 16, batch 5350, loss[loss=0.1401, over 7307.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.03393, over 16.00 utterances.], tot_loss[loss=0.1028, over 1464296.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.05446, over 4680.18 utterances.], batch size: 16, lr: 3.47e-04 2022-11-23 23:26:46,593 INFO [train.py:818] (3/4) Epoch 16, batch 5400, loss[loss=0.1296, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009127, over 23.00 utterances.], tot_loss[loss=0.1039, over 1464228.01 frames. utt_duration=1209 frames, utt_pad_proportion=0.06923, over 4852.37 utterances.], batch size: 23, lr: 3.47e-04 2022-11-23 23:27:23,452 INFO [train.py:818] (3/4) Epoch 16, batch 5450, loss[loss=0.05799, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006417, over 22.00 utterances.], tot_loss[loss=0.1036, over 1465702.08 frames. utt_duration=1221 frames, utt_pad_proportion=0.06741, over 4808.77 utterances.], batch size: 22, lr: 3.47e-04 2022-11-23 23:28:00,866 INFO [train.py:818] (3/4) Epoch 16, batch 5500, loss[loss=0.08105, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00521, over 20.00 utterances.], tot_loss[loss=0.1042, over 1464641.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06581, over 4786.21 utterances.], batch size: 20, lr: 3.47e-04 2022-11-23 23:28:38,500 INFO [train.py:818] (3/4) Epoch 16, batch 5550, loss[loss=0.09823, over 7297.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.007912, over 18.00 utterances.], tot_loss[loss=0.1035, over 1464715.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06248, over 4760.77 utterances.], batch size: 18, lr: 3.47e-04 2022-11-23 23:29:17,127 INFO [train.py:818] (3/4) Epoch 16, batch 5600, loss[loss=0.1523, over 7462.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.3663, over 74.00 utterances.], tot_loss[loss=0.1039, over 1466349.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.07077, over 4821.98 utterances.], batch size: 74, lr: 3.47e-04 2022-11-23 23:29:54,081 INFO [train.py:818] (3/4) Epoch 16, batch 5650, loss[loss=0.08566, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.004481, over 18.00 utterances.], tot_loss[loss=0.105, over 1466235.35 frames. utt_duration=1192 frames, utt_pad_proportion=0.07741, over 4927.71 utterances.], batch size: 18, lr: 3.47e-04 2022-11-23 23:30:31,442 INFO [train.py:818] (3/4) Epoch 16, batch 5700, loss[loss=0.08697, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005347, over 20.00 utterances.], tot_loss[loss=0.1043, over 1466013.65 frames. utt_duration=1212 frames, utt_pad_proportion=0.07001, over 4845.37 utterances.], batch size: 20, lr: 3.47e-04 2022-11-23 23:31:09,398 INFO [train.py:818] (3/4) Epoch 16, batch 5750, loss[loss=0.1283, over 7196.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006687, over 19.00 utterances.], tot_loss[loss=0.1036, over 1465065.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06585, over 4772.56 utterances.], batch size: 19, lr: 3.46e-04 2022-11-23 23:31:44,585 INFO [train.py:818] (3/4) Epoch 16, batch 5800, loss[loss=0.1311, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005177, over 21.00 utterances.], tot_loss[loss=0.1039, over 1464486.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05839, over 4708.99 utterances.], batch size: 21, lr: 3.46e-04 2022-11-23 23:32:22,055 INFO [train.py:818] (3/4) Epoch 16, batch 5850, loss[loss=0.1023, over 7251.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03498, over 27.00 utterances.], tot_loss[loss=0.1027, over 1463719.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06028, over 4721.94 utterances.], batch size: 27, lr: 3.46e-04 2022-11-23 23:33:00,374 INFO [train.py:818] (3/4) Epoch 16, batch 5900, loss[loss=0.07469, over 7274.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03876, over 16.00 utterances.], tot_loss[loss=0.1025, over 1463582.68 frames. utt_duration=1241 frames, utt_pad_proportion=0.06067, over 4723.38 utterances.], batch size: 16, lr: 3.46e-04 2022-11-23 23:33:36,389 INFO [train.py:818] (3/4) Epoch 16, batch 5950, loss[loss=0.07406, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005633, over 18.00 utterances.], tot_loss[loss=0.104, over 1464292.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.05918, over 4700.44 utterances.], batch size: 18, lr: 3.46e-04 2022-11-23 23:34:13,836 INFO [train.py:818] (3/4) Epoch 16, batch 6000, loss[loss=0.05806, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004681, over 20.00 utterances.], tot_loss[loss=0.1038, over 1463678.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0602, over 4686.89 utterances.], batch size: 20, lr: 3.46e-04 2022-11-23 23:34:13,837 INFO [train.py:838] (3/4) Computing validation loss 2022-11-23 23:34:34,049 INFO [train.py:847] (3/4) Epoch 16, validation: loss=0.04751, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-23 23:35:10,631 INFO [train.py:818] (3/4) Epoch 16, batch 6050, loss[loss=0.1044, over 7294.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005041, over 21.00 utterances.], tot_loss[loss=0.1024, over 1463622.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.06159, over 4708.53 utterances.], batch size: 21, lr: 3.46e-04 2022-11-23 23:35:48,082 INFO [train.py:818] (3/4) Epoch 16, batch 6100, loss[loss=0.125, over 7459.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02522, over 26.00 utterances.], tot_loss[loss=0.1049, over 1464571.63 frames. utt_duration=1222 frames, utt_pad_proportion=0.06456, over 4801.66 utterances.], batch size: 26, lr: 3.46e-04 2022-11-23 23:36:25,167 INFO [train.py:818] (3/4) Epoch 16, batch 6150, loss[loss=0.08726, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.1035, over 1465681.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06041, over 4752.42 utterances.], batch size: 20, lr: 3.46e-04 2022-11-23 23:37:03,252 INFO [train.py:818] (3/4) Epoch 16, batch 6200, loss[loss=0.1255, over 7372.00 frames. utt_duration=411.3 frames, utt_pad_proportion=0.3574, over 72.00 utterances.], tot_loss[loss=0.1039, over 1465751.13 frames. utt_duration=1200 frames, utt_pad_proportion=0.0755, over 4891.55 utterances.], batch size: 72, lr: 3.46e-04 2022-11-23 23:37:39,357 INFO [train.py:818] (3/4) Epoch 16, batch 6250, loss[loss=0.08873, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01095, over 17.00 utterances.], tot_loss[loss=0.1042, over 1466013.97 frames. utt_duration=1210 frames, utt_pad_proportion=0.07203, over 4851.07 utterances.], batch size: 17, lr: 3.46e-04 2022-11-23 23:38:15,795 INFO [train.py:818] (3/4) Epoch 16, batch 6300, loss[loss=0.1739, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.1042, over 1467423.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.06768, over 4835.86 utterances.], batch size: 20, lr: 3.46e-04 2022-11-23 23:38:53,146 INFO [train.py:818] (3/4) Epoch 16, batch 6350, loss[loss=0.1383, over 7464.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.3694, over 74.00 utterances.], tot_loss[loss=0.1044, over 1467725.56 frames. utt_duration=1181 frames, utt_pad_proportion=0.07588, over 4976.06 utterances.], batch size: 74, lr: 3.46e-04 2022-11-23 23:39:30,795 INFO [train.py:818] (3/4) Epoch 16, batch 6400, loss[loss=0.08498, over 7459.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.005925, over 18.00 utterances.], tot_loss[loss=0.1029, over 1467498.54 frames. utt_duration=1209 frames, utt_pad_proportion=0.07233, over 4862.85 utterances.], batch size: 18, lr: 3.46e-04 2022-11-23 23:40:06,997 INFO [train.py:818] (3/4) Epoch 16, batch 6450, loss[loss=0.09608, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006891, over 22.00 utterances.], tot_loss[loss=0.1016, over 1468049.25 frames. utt_duration=1194 frames, utt_pad_proportion=0.07357, over 4925.87 utterances.], batch size: 22, lr: 3.46e-04 2022-11-23 23:40:44,836 INFO [train.py:818] (3/4) Epoch 16, batch 6500, loss[loss=0.1225, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006734, over 21.00 utterances.], tot_loss[loss=0.09999, over 1468131.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.06336, over 4813.92 utterances.], batch size: 21, lr: 3.46e-04 2022-11-23 23:41:23,378 INFO [train.py:818] (3/4) Epoch 16, batch 6550, loss[loss=0.1662, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006665, over 21.00 utterances.], tot_loss[loss=0.1011, over 1467340.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.0598, over 4783.88 utterances.], batch size: 21, lr: 3.45e-04 2022-11-23 23:41:59,388 INFO [train.py:818] (3/4) Epoch 16, batch 6600, loss[loss=0.07251, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008399, over 17.00 utterances.], tot_loss[loss=0.1018, over 1466573.19 frames. utt_duration=1218 frames, utt_pad_proportion=0.06454, over 4820.28 utterances.], batch size: 17, lr: 3.45e-04 2022-11-23 23:42:36,871 INFO [train.py:818] (3/4) Epoch 16, batch 6650, loss[loss=0.07116, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007389, over 18.00 utterances.], tot_loss[loss=0.1018, over 1467459.57 frames. utt_duration=1183 frames, utt_pad_proportion=0.07542, over 4970.04 utterances.], batch size: 18, lr: 3.45e-04 2022-11-23 23:43:14,504 INFO [train.py:818] (3/4) Epoch 16, batch 6700, loss[loss=0.0777, over 7382.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007288, over 19.00 utterances.], tot_loss[loss=0.1015, over 1467946.41 frames. utt_duration=1185 frames, utt_pad_proportion=0.07743, over 4961.42 utterances.], batch size: 19, lr: 3.45e-04 2022-11-23 23:43:51,150 INFO [train.py:818] (3/4) Epoch 16, batch 6750, loss[loss=0.08352, over 7453.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006528, over 18.00 utterances.], tot_loss[loss=0.1004, over 1467116.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.07027, over 4838.61 utterances.], batch size: 18, lr: 3.45e-04 2022-11-23 23:44:28,220 INFO [train.py:818] (3/4) Epoch 16, batch 6800, loss[loss=0.1221, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005687, over 19.00 utterances.], tot_loss[loss=0.1014, over 1467708.45 frames. utt_duration=1206 frames, utt_pad_proportion=0.07264, over 4875.03 utterances.], batch size: 19, lr: 3.45e-04 2022-11-23 23:45:06,509 INFO [train.py:818] (3/4) Epoch 16, batch 6850, loss[loss=0.1043, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.1008, over 1467311.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06998, over 4837.18 utterances.], batch size: 21, lr: 3.45e-04 2022-11-23 23:45:45,257 INFO [train.py:818] (3/4) Epoch 16, batch 6900, loss[loss=0.0956, over 7281.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03832, over 27.00 utterances.], tot_loss[loss=0.1006, over 1468573.87 frames. utt_duration=1205 frames, utt_pad_proportion=0.07244, over 4881.67 utterances.], batch size: 27, lr: 3.45e-04 2022-11-23 23:46:22,596 INFO [train.py:818] (3/4) Epoch 16, batch 6950, loss[loss=0.1631, over 7477.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.06094, over 31.00 utterances.], tot_loss[loss=0.102, over 1468943.17 frames. utt_duration=1194 frames, utt_pad_proportion=0.07559, over 4926.98 utterances.], batch size: 31, lr: 3.45e-04 2022-11-23 23:46:59,020 INFO [train.py:818] (3/4) Epoch 16, batch 7000, loss[loss=0.1418, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007255, over 21.00 utterances.], tot_loss[loss=0.1022, over 1469066.38 frames. utt_duration=1194 frames, utt_pad_proportion=0.07441, over 4928.23 utterances.], batch size: 21, lr: 3.45e-04 2022-11-23 23:47:36,780 INFO [train.py:818] (3/4) Epoch 16, batch 7050, loss[loss=0.1219, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004759, over 20.00 utterances.], tot_loss[loss=0.1009, over 1467766.17 frames. utt_duration=1209 frames, utt_pad_proportion=0.07115, over 4861.96 utterances.], batch size: 20, lr: 3.45e-04 2022-11-23 23:48:14,183 INFO [train.py:818] (3/4) Epoch 16, batch 7100, loss[loss=0.0666, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006472, over 21.00 utterances.], tot_loss[loss=0.1014, over 1466868.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06249, over 4777.40 utterances.], batch size: 21, lr: 3.45e-04 2022-11-23 23:48:52,544 INFO [train.py:818] (3/4) Epoch 16, batch 7150, loss[loss=0.1156, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01334, over 24.00 utterances.], tot_loss[loss=0.09991, over 1466668.16 frames. utt_duration=1219 frames, utt_pad_proportion=0.06931, over 4818.87 utterances.], batch size: 24, lr: 3.45e-04 2022-11-23 23:49:30,354 INFO [train.py:818] (3/4) Epoch 16, batch 7200, loss[loss=0.1164, over 7431.00 frames. utt_duration=426.3 frames, utt_pad_proportion=0.3245, over 70.00 utterances.], tot_loss[loss=0.1001, over 1466145.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.06619, over 4788.78 utterances.], batch size: 70, lr: 3.45e-04 2022-11-23 23:50:08,068 INFO [train.py:818] (3/4) Epoch 16, batch 7250, loss[loss=0.116, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006188, over 18.00 utterances.], tot_loss[loss=0.09991, over 1466504.41 frames. utt_duration=1208 frames, utt_pad_proportion=0.07052, over 4861.97 utterances.], batch size: 18, lr: 3.45e-04 2022-11-23 23:50:45,312 INFO [train.py:818] (3/4) Epoch 16, batch 7300, loss[loss=0.06771, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.09995, over 1465260.17 frames. utt_duration=1217 frames, utt_pad_proportion=0.06865, over 4820.19 utterances.], batch size: 18, lr: 3.45e-04 2022-11-23 23:51:23,327 INFO [train.py:818] (3/4) Epoch 16, batch 7350, loss[loss=0.101, over 7471.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008356, over 17.00 utterances.], tot_loss[loss=0.1019, over 1465427.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07089, over 4862.99 utterances.], batch size: 17, lr: 3.44e-04 2022-11-23 23:51:59,694 INFO [train.py:818] (3/4) Epoch 16, batch 7400, loss[loss=0.08662, over 7218.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01798, over 24.00 utterances.], tot_loss[loss=0.1012, over 1466693.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06788, over 4800.15 utterances.], batch size: 24, lr: 3.44e-04 2022-11-23 23:52:38,201 INFO [train.py:818] (3/4) Epoch 16, batch 7450, loss[loss=0.08582, over 7391.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005746, over 20.00 utterances.], tot_loss[loss=0.1007, over 1467042.83 frames. utt_duration=1224 frames, utt_pad_proportion=0.06682, over 4801.23 utterances.], batch size: 20, lr: 3.44e-04 2022-11-23 23:53:15,064 INFO [train.py:818] (3/4) Epoch 16, batch 7500, loss[loss=0.09025, over 7448.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007323, over 18.00 utterances.], tot_loss[loss=0.09997, over 1465942.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06159, over 4729.75 utterances.], batch size: 18, lr: 3.44e-04 2022-11-23 23:53:51,471 INFO [train.py:818] (3/4) Epoch 16, batch 7550, loss[loss=0.09599, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.004872, over 21.00 utterances.], tot_loss[loss=0.09986, over 1464499.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.06127, over 4731.36 utterances.], batch size: 21, lr: 3.44e-04 2022-11-23 23:54:29,172 INFO [train.py:818] (3/4) Epoch 16, batch 7600, loss[loss=0.1232, over 7294.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005143, over 21.00 utterances.], tot_loss[loss=0.1004, over 1464587.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.0727, over 4844.33 utterances.], batch size: 21, lr: 3.44e-04 2022-11-23 23:55:05,761 INFO [train.py:818] (3/4) Epoch 16, batch 7650, loss[loss=0.0783, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004172, over 20.00 utterances.], tot_loss[loss=0.1004, over 1464517.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.06078, over 4683.27 utterances.], batch size: 20, lr: 3.44e-04 2022-11-23 23:55:43,059 INFO [train.py:818] (3/4) Epoch 16, batch 7700, loss[loss=0.1245, over 7196.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006004, over 20.00 utterances.], tot_loss[loss=0.1011, over 1464813.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.05736, over 4645.19 utterances.], batch size: 20, lr: 3.44e-04 2022-11-23 23:56:21,295 INFO [train.py:818] (3/4) Epoch 16, batch 7750, loss[loss=0.1977, over 7401.00 frames. utt_duration=424.6 frames, utt_pad_proportion=0.3386, over 70.00 utterances.], tot_loss[loss=0.1025, over 1465096.70 frames. utt_duration=1217 frames, utt_pad_proportion=0.07102, over 4822.74 utterances.], batch size: 70, lr: 3.44e-04 2022-11-23 23:56:59,536 INFO [train.py:818] (3/4) Epoch 16, batch 7800, loss[loss=0.08512, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004742, over 19.00 utterances.], tot_loss[loss=0.1039, over 1465100.76 frames. utt_duration=1196 frames, utt_pad_proportion=0.07559, over 4904.20 utterances.], batch size: 19, lr: 3.44e-04 2022-11-23 23:57:36,833 INFO [train.py:818] (3/4) Epoch 16, batch 7850, loss[loss=0.09684, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00657, over 19.00 utterances.], tot_loss[loss=0.1033, over 1465534.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.07097, over 4835.07 utterances.], batch size: 19, lr: 3.44e-04 2022-11-23 23:58:14,236 INFO [train.py:818] (3/4) Epoch 16, batch 7900, loss[loss=0.1225, over 7387.00 frames. utt_duration=740.3 frames, utt_pad_proportion=0.1597, over 40.00 utterances.], tot_loss[loss=0.103, over 1465059.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.07012, over 4810.08 utterances.], batch size: 40, lr: 3.44e-04 2022-11-23 23:58:51,023 INFO [train.py:818] (3/4) Epoch 16, batch 7950, loss[loss=0.06723, over 7164.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007746, over 17.00 utterances.], tot_loss[loss=0.1033, over 1465172.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.06833, over 4792.68 utterances.], batch size: 17, lr: 3.44e-04 2022-11-23 23:59:28,659 INFO [train.py:818] (3/4) Epoch 16, batch 8000, loss[loss=0.136, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008147, over 22.00 utterances.], tot_loss[loss=0.1032, over 1464925.03 frames. utt_duration=1205 frames, utt_pad_proportion=0.07394, over 4869.08 utterances.], batch size: 22, lr: 3.44e-04 2022-11-24 00:00:06,363 INFO [train.py:818] (3/4) Epoch 16, batch 8050, loss[loss=0.1309, over 7225.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01655, over 24.00 utterances.], tot_loss[loss=0.1025, over 1464534.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06426, over 4748.01 utterances.], batch size: 24, lr: 3.44e-04 2022-11-24 00:00:42,789 INFO [train.py:818] (3/4) Epoch 16, batch 8100, loss[loss=0.07301, over 7386.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006418, over 20.00 utterances.], tot_loss[loss=0.1014, over 1464781.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06522, over 4771.55 utterances.], batch size: 20, lr: 3.44e-04 2022-11-24 00:01:20,491 INFO [train.py:818] (3/4) Epoch 16, batch 8150, loss[loss=0.08298, over 7205.00 frames. utt_duration=1803 frames, utt_pad_proportion=0.04133, over 16.00 utterances.], tot_loss[loss=0.1015, over 1465476.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06868, over 4798.90 utterances.], batch size: 16, lr: 3.43e-04 2022-11-24 00:01:58,516 INFO [train.py:818] (3/4) Epoch 16, batch 8200, loss[loss=0.09332, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.09942, over 1465197.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.05986, over 4717.83 utterances.], batch size: 17, lr: 3.43e-04 2022-11-24 00:02:36,090 INFO [train.py:818] (3/4) Epoch 16, batch 8250, loss[loss=0.07231, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005413, over 19.00 utterances.], tot_loss[loss=0.0987, over 1465688.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05461, over 4636.19 utterances.], batch size: 19, lr: 3.43e-04 2022-11-24 00:03:14,294 INFO [train.py:818] (3/4) Epoch 16, batch 8300, loss[loss=0.09849, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006297, over 19.00 utterances.], tot_loss[loss=0.09925, over 1466686.28 frames. utt_duration=1256 frames, utt_pad_proportion=0.05734, over 4675.72 utterances.], batch size: 19, lr: 3.43e-04 2022-11-24 00:03:50,876 INFO [train.py:818] (3/4) Epoch 16, batch 8350, loss[loss=0.1095, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005767, over 21.00 utterances.], tot_loss[loss=0.09935, over 1466482.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.05095, over 4648.10 utterances.], batch size: 21, lr: 3.43e-04 2022-11-24 00:04:28,491 INFO [train.py:818] (3/4) Epoch 16, batch 8400, loss[loss=0.07646, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.09907, over 1466053.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.06266, over 4751.61 utterances.], batch size: 21, lr: 3.43e-04 2022-11-24 00:05:05,297 INFO [train.py:818] (3/4) Epoch 16, batch 8450, loss[loss=0.09819, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007042, over 19.00 utterances.], tot_loss[loss=0.09853, over 1467045.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.05633, over 4720.28 utterances.], batch size: 19, lr: 3.43e-04 2022-11-24 00:05:41,879 INFO [train.py:818] (3/4) Epoch 16, batch 8500, loss[loss=0.1163, over 7282.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03628, over 27.00 utterances.], tot_loss[loss=0.09893, over 1465799.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.05374, over 4724.22 utterances.], batch size: 27, lr: 3.43e-04 2022-11-24 00:06:18,770 INFO [train.py:818] (3/4) Epoch 16, batch 8550, loss[loss=0.1022, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006962, over 18.00 utterances.], tot_loss[loss=0.09881, over 1465968.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.05447, over 4723.99 utterances.], batch size: 18, lr: 3.43e-04 2022-11-24 00:06:56,719 INFO [train.py:818] (3/4) Epoch 16, batch 8600, loss[loss=0.07485, over 7190.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.006043, over 20.00 utterances.], tot_loss[loss=0.1002, over 1465225.88 frames. utt_duration=1234 frames, utt_pad_proportion=0.05675, over 4756.00 utterances.], batch size: 20, lr: 3.43e-04 2022-11-24 00:07:33,047 INFO [train.py:818] (3/4) Epoch 16, batch 8650, loss[loss=0.07499, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006408, over 21.00 utterances.], tot_loss[loss=0.0997, over 1464026.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.05404, over 4727.29 utterances.], batch size: 21, lr: 3.43e-04 2022-11-24 00:08:09,840 INFO [train.py:818] (3/4) Epoch 16, batch 8700, loss[loss=0.09792, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007228, over 18.00 utterances.], tot_loss[loss=0.1016, over 1464712.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.0614, over 4820.14 utterances.], batch size: 18, lr: 3.43e-04 2022-11-24 00:08:45,880 INFO [train.py:818] (3/4) Epoch 16, batch 8750, loss[loss=0.1146, over 7406.00 frames. utt_duration=956.7 frames, utt_pad_proportion=0.07296, over 31.00 utterances.], tot_loss[loss=0.101, over 1464531.73 frames. utt_duration=1197 frames, utt_pad_proportion=0.06971, over 4898.23 utterances.], batch size: 31, lr: 3.43e-04 2022-11-24 00:09:22,575 INFO [train.py:818] (3/4) Epoch 16, batch 8800, loss[loss=0.09204, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00452, over 20.00 utterances.], tot_loss[loss=0.1012, over 1464816.46 frames. utt_duration=1221 frames, utt_pad_proportion=0.06291, over 4805.74 utterances.], batch size: 20, lr: 3.43e-04 2022-11-24 00:09:58,603 INFO [train.py:818] (3/4) Epoch 16, batch 8850, loss[loss=0.05857, over 7113.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.004545, over 18.00 utterances.], tot_loss[loss=0.1014, over 1464163.63 frames. utt_duration=1214 frames, utt_pad_proportion=0.06754, over 4832.01 utterances.], batch size: 18, lr: 3.43e-04 2022-11-24 00:11:20,882 INFO [train.py:818] (3/4) Epoch 17, batch 0, loss[loss=0.05129, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006552, over 22.00 utterances.], tot_loss[loss=0.05129, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006552, over 22.00 utterances.], batch size: 22, lr: 3.33e-04 2022-11-24 00:11:57,502 INFO [train.py:818] (3/4) Epoch 17, batch 50, loss[loss=0.09267, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02441, over 26.00 utterances.], tot_loss[loss=0.0862, over 331035.20 frames. utt_duration=1153 frames, utt_pad_proportion=0.08702, over 1150.25 utterances.], batch size: 26, lr: 3.33e-04 2022-11-24 00:12:33,303 INFO [train.py:818] (3/4) Epoch 17, batch 100, loss[loss=0.06499, over 7152.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.007968, over 17.00 utterances.], tot_loss[loss=0.0831, over 581887.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.0508, over 1834.09 utterances.], batch size: 17, lr: 3.33e-04 2022-11-24 00:13:11,942 INFO [train.py:818] (3/4) Epoch 17, batch 150, loss[loss=0.09931, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005311, over 19.00 utterances.], tot_loss[loss=0.08227, over 777672.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05406, over 2457.92 utterances.], batch size: 19, lr: 3.33e-04 2022-11-24 00:13:48,251 INFO [train.py:818] (3/4) Epoch 17, batch 200, loss[loss=0.1045, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01764, over 24.00 utterances.], tot_loss[loss=0.08262, over 929025.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.0478, over 2894.53 utterances.], batch size: 24, lr: 3.33e-04 2022-11-24 00:14:24,658 INFO [train.py:818] (3/4) Epoch 17, batch 250, loss[loss=0.06395, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008293, over 18.00 utterances.], tot_loss[loss=0.08107, over 1047408.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.04373, over 3214.67 utterances.], batch size: 18, lr: 3.33e-04 2022-11-24 00:15:01,244 INFO [train.py:818] (3/4) Epoch 17, batch 300, loss[loss=0.0717, over 7380.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005787, over 20.00 utterances.], tot_loss[loss=0.08138, over 1139824.07 frames. utt_duration=1314 frames, utt_pad_proportion=0.03707, over 3474.45 utterances.], batch size: 20, lr: 3.33e-04 2022-11-24 00:15:37,798 INFO [train.py:818] (3/4) Epoch 17, batch 350, loss[loss=0.1033, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00757, over 22.00 utterances.], tot_loss[loss=0.08221, over 1212363.18 frames. utt_duration=1291 frames, utt_pad_proportion=0.04578, over 3761.98 utterances.], batch size: 22, lr: 3.33e-04 2022-11-24 00:16:15,093 INFO [train.py:818] (3/4) Epoch 17, batch 400, loss[loss=0.1019, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008277, over 22.00 utterances.], tot_loss[loss=0.08208, over 1269987.33 frames. utt_duration=1288 frames, utt_pad_proportion=0.04737, over 3948.28 utterances.], batch size: 22, lr: 3.33e-04 2022-11-24 00:16:51,621 INFO [train.py:818] (3/4) Epoch 17, batch 450, loss[loss=0.06414, over 7194.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007065, over 18.00 utterances.], tot_loss[loss=0.08102, over 1313246.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.05592, over 4211.44 utterances.], batch size: 18, lr: 3.33e-04 2022-11-24 00:17:26,902 INFO [train.py:818] (3/4) Epoch 17, batch 500, loss[loss=0.05739, over 7185.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.005256, over 19.00 utterances.], tot_loss[loss=0.08023, over 1347342.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05381, over 4309.24 utterances.], batch size: 19, lr: 3.33e-04 2022-11-24 00:18:04,957 INFO [train.py:818] (3/4) Epoch 17, batch 550, loss[loss=0.06792, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006097, over 21.00 utterances.], tot_loss[loss=0.08059, over 1374153.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05101, over 4360.66 utterances.], batch size: 21, lr: 3.32e-04 2022-11-24 00:18:40,728 INFO [train.py:818] (3/4) Epoch 17, batch 600, loss[loss=0.05991, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004694, over 19.00 utterances.], tot_loss[loss=0.08111, over 1395221.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05227, over 4436.58 utterances.], batch size: 19, lr: 3.32e-04 2022-11-24 00:19:16,811 INFO [train.py:818] (3/4) Epoch 17, batch 650, loss[loss=0.07189, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008581, over 23.00 utterances.], tot_loss[loss=0.08068, over 1410855.73 frames. utt_duration=1250 frames, utt_pad_proportion=0.05518, over 4519.58 utterances.], batch size: 23, lr: 3.32e-04 2022-11-24 00:19:55,102 INFO [train.py:818] (3/4) Epoch 17, batch 700, loss[loss=0.1021, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007034, over 20.00 utterances.], tot_loss[loss=0.07991, over 1422909.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.0523, over 4512.78 utterances.], batch size: 20, lr: 3.32e-04 2022-11-24 00:20:30,900 INFO [train.py:818] (3/4) Epoch 17, batch 750, loss[loss=0.062, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005654, over 20.00 utterances.], tot_loss[loss=0.08033, over 1431734.44 frames. utt_duration=1237 frames, utt_pad_proportion=0.06062, over 4633.80 utterances.], batch size: 20, lr: 3.32e-04 2022-11-24 00:21:07,026 INFO [train.py:818] (3/4) Epoch 17, batch 800, loss[loss=0.07244, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005804, over 19.00 utterances.], tot_loss[loss=0.08034, over 1438725.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06328, over 4661.51 utterances.], batch size: 19, lr: 3.32e-04 2022-11-24 00:21:44,659 INFO [train.py:818] (3/4) Epoch 17, batch 850, loss[loss=0.0889, over 7303.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008813, over 18.00 utterances.], tot_loss[loss=0.08051, over 1443792.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.0644, over 4690.29 utterances.], batch size: 18, lr: 3.32e-04 2022-11-24 00:22:19,872 INFO [train.py:818] (3/4) Epoch 17, batch 900, loss[loss=0.08295, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006271, over 20.00 utterances.], tot_loss[loss=0.0808, over 1449076.60 frames. utt_duration=1249 frames, utt_pad_proportion=0.06016, over 4647.11 utterances.], batch size: 20, lr: 3.32e-04 2022-11-24 00:22:56,343 INFO [train.py:818] (3/4) Epoch 17, batch 950, loss[loss=0.07594, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006956, over 20.00 utterances.], tot_loss[loss=0.08099, over 1451694.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05616, over 4571.18 utterances.], batch size: 20, lr: 3.32e-04 2022-11-24 00:23:34,384 INFO [train.py:818] (3/4) Epoch 17, batch 1000, loss[loss=0.06634, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008527, over 18.00 utterances.], tot_loss[loss=0.08106, over 1454772.93 frames. utt_duration=1293 frames, utt_pad_proportion=0.04799, over 4505.44 utterances.], batch size: 18, lr: 3.32e-04 2022-11-24 00:24:10,175 INFO [train.py:818] (3/4) Epoch 17, batch 1050, loss[loss=0.06249, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008098, over 17.00 utterances.], tot_loss[loss=0.08241, over 1457110.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.05138, over 4567.71 utterances.], batch size: 17, lr: 3.32e-04 2022-11-24 00:24:45,780 INFO [train.py:818] (3/4) Epoch 17, batch 1100, loss[loss=0.06091, over 7481.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007883, over 19.00 utterances.], tot_loss[loss=0.08305, over 1460576.97 frames. utt_duration=1283 frames, utt_pad_proportion=0.05267, over 4558.70 utterances.], batch size: 19, lr: 3.32e-04 2022-11-24 00:25:23,454 INFO [train.py:818] (3/4) Epoch 17, batch 1150, loss[loss=0.05544, over 7469.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008915, over 17.00 utterances.], tot_loss[loss=0.08201, over 1460796.69 frames. utt_duration=1290 frames, utt_pad_proportion=0.05321, over 4536.34 utterances.], batch size: 17, lr: 3.32e-04 2022-11-24 00:25:59,095 INFO [train.py:818] (3/4) Epoch 17, batch 1200, loss[loss=0.08403, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004752, over 21.00 utterances.], tot_loss[loss=0.0821, over 1461826.19 frames. utt_duration=1313 frames, utt_pad_proportion=0.04567, over 4459.65 utterances.], batch size: 21, lr: 3.32e-04 2022-11-24 00:26:35,318 INFO [train.py:818] (3/4) Epoch 17, batch 1250, loss[loss=0.09106, over 7489.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02553, over 26.00 utterances.], tot_loss[loss=0.08298, over 1462619.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.05094, over 4526.76 utterances.], batch size: 26, lr: 3.32e-04 2022-11-24 00:27:12,943 INFO [train.py:818] (3/4) Epoch 17, batch 1300, loss[loss=0.07055, over 7379.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007024, over 19.00 utterances.], tot_loss[loss=0.08272, over 1462765.71 frames. utt_duration=1286 frames, utt_pad_proportion=0.05376, over 4554.25 utterances.], batch size: 19, lr: 3.32e-04 2022-11-24 00:27:48,793 INFO [train.py:818] (3/4) Epoch 17, batch 1350, loss[loss=0.09669, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004625, over 21.00 utterances.], tot_loss[loss=0.08276, over 1463826.61 frames. utt_duration=1294 frames, utt_pad_proportion=0.05087, over 4530.14 utterances.], batch size: 21, lr: 3.32e-04 2022-11-24 00:28:25,517 INFO [train.py:818] (3/4) Epoch 17, batch 1400, loss[loss=0.09202, over 7260.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.02757, over 16.00 utterances.], tot_loss[loss=0.08314, over 1463127.02 frames. utt_duration=1284 frames, utt_pad_proportion=0.05259, over 4562.97 utterances.], batch size: 16, lr: 3.31e-04 2022-11-24 00:29:03,424 INFO [train.py:818] (3/4) Epoch 17, batch 1450, loss[loss=0.05809, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.006825, over 17.00 utterances.], tot_loss[loss=0.08384, over 1463350.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05445, over 4592.64 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:29:39,199 INFO [train.py:818] (3/4) Epoch 17, batch 1500, loss[loss=0.05946, over 7320.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.04214, over 16.00 utterances.], tot_loss[loss=0.08453, over 1465381.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.04835, over 4572.57 utterances.], batch size: 16, lr: 3.31e-04 2022-11-24 00:30:15,867 INFO [train.py:818] (3/4) Epoch 17, batch 1550, loss[loss=0.07118, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004902, over 19.00 utterances.], tot_loss[loss=0.08385, over 1465126.50 frames. utt_duration=1299 frames, utt_pad_proportion=0.04332, over 4517.26 utterances.], batch size: 19, lr: 3.31e-04 2022-11-24 00:30:52,153 INFO [train.py:818] (3/4) Epoch 17, batch 1600, loss[loss=0.08361, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01515, over 24.00 utterances.], tot_loss[loss=0.08457, over 1465513.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.0457, over 4557.62 utterances.], batch size: 24, lr: 3.31e-04 2022-11-24 00:31:29,658 INFO [train.py:818] (3/4) Epoch 17, batch 1650, loss[loss=0.07971, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.0118, over 17.00 utterances.], tot_loss[loss=0.08378, over 1464929.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05292, over 4621.93 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:32:17,472 INFO [train.py:818] (3/4) Epoch 17, batch 1700, loss[loss=0.08513, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006138, over 20.00 utterances.], tot_loss[loss=0.0838, over 1465110.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05382, over 4621.83 utterances.], batch size: 20, lr: 3.31e-04 2022-11-24 00:32:53,621 INFO [train.py:818] (3/4) Epoch 17, batch 1750, loss[loss=0.04778, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007793, over 17.00 utterances.], tot_loss[loss=0.08227, over 1465419.18 frames. utt_duration=1276 frames, utt_pad_proportion=0.05045, over 4599.35 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:33:30,079 INFO [train.py:818] (3/4) Epoch 17, batch 1800, loss[loss=0.108, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006063, over 20.00 utterances.], tot_loss[loss=0.08277, over 1465792.24 frames. utt_duration=1300 frames, utt_pad_proportion=0.0431, over 4514.45 utterances.], batch size: 20, lr: 3.31e-04 2022-11-24 00:34:06,692 INFO [train.py:818] (3/4) Epoch 17, batch 1850, loss[loss=0.08453, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008946, over 17.00 utterances.], tot_loss[loss=0.08311, over 1465636.70 frames. utt_duration=1313 frames, utt_pad_proportion=0.03771, over 4469.37 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:34:43,583 INFO [train.py:818] (3/4) Epoch 17, batch 1900, loss[loss=0.06306, over 7177.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.006363, over 17.00 utterances.], tot_loss[loss=0.08314, over 1466163.85 frames. utt_duration=1289 frames, utt_pad_proportion=0.04542, over 4555.88 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:35:19,451 INFO [train.py:818] (3/4) Epoch 17, batch 1950, loss[loss=0.06731, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006237, over 20.00 utterances.], tot_loss[loss=0.08311, over 1465800.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05628, over 4652.36 utterances.], batch size: 20, lr: 3.31e-04 2022-11-24 00:35:58,220 INFO [train.py:818] (3/4) Epoch 17, batch 2000, loss[loss=0.07072, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006659, over 21.00 utterances.], tot_loss[loss=0.08308, over 1465164.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05689, over 4667.01 utterances.], batch size: 21, lr: 3.31e-04 2022-11-24 00:36:33,704 INFO [train.py:818] (3/4) Epoch 17, batch 2050, loss[loss=0.07249, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01035, over 17.00 utterances.], tot_loss[loss=0.08195, over 1464677.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.04877, over 4573.53 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:37:10,215 INFO [train.py:818] (3/4) Epoch 17, batch 2100, loss[loss=0.06912, over 7399.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.003631, over 20.00 utterances.], tot_loss[loss=0.08225, over 1465087.54 frames. utt_duration=1291 frames, utt_pad_proportion=0.0469, over 4543.00 utterances.], batch size: 20, lr: 3.31e-04 2022-11-24 00:37:47,145 INFO [train.py:818] (3/4) Epoch 17, batch 2150, loss[loss=0.07992, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005687, over 21.00 utterances.], tot_loss[loss=0.08139, over 1464680.53 frames. utt_duration=1299 frames, utt_pad_proportion=0.04464, over 4514.92 utterances.], batch size: 21, lr: 3.31e-04 2022-11-24 00:38:23,221 INFO [train.py:818] (3/4) Epoch 17, batch 2200, loss[loss=0.09346, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008542, over 17.00 utterances.], tot_loss[loss=0.08125, over 1464674.47 frames. utt_duration=1318 frames, utt_pad_proportion=0.0398, over 4448.83 utterances.], batch size: 17, lr: 3.31e-04 2022-11-24 00:38:59,296 INFO [train.py:818] (3/4) Epoch 17, batch 2250, loss[loss=0.1254, over 7409.00 frames. utt_duration=957.5 frames, utt_pad_proportion=0.07214, over 31.00 utterances.], tot_loss[loss=0.08209, over 1464883.23 frames. utt_duration=1307 frames, utt_pad_proportion=0.04059, over 4486.97 utterances.], batch size: 31, lr: 3.31e-04 2022-11-24 00:39:37,150 INFO [train.py:818] (3/4) Epoch 17, batch 2300, loss[loss=0.08896, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008992, over 23.00 utterances.], tot_loss[loss=0.08264, over 1465756.18 frames. utt_duration=1276 frames, utt_pad_proportion=0.05161, over 4599.89 utterances.], batch size: 23, lr: 3.30e-04 2022-11-24 00:40:13,537 INFO [train.py:818] (3/4) Epoch 17, batch 2350, loss[loss=0.06941, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006181, over 21.00 utterances.], tot_loss[loss=0.08291, over 1466066.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.0624, over 4714.32 utterances.], batch size: 21, lr: 3.30e-04 2022-11-24 00:40:50,322 INFO [train.py:818] (3/4) Epoch 17, batch 2400, loss[loss=0.06289, over 7379.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006153, over 20.00 utterances.], tot_loss[loss=0.08224, over 1466781.72 frames. utt_duration=1254 frames, utt_pad_proportion=0.05822, over 4686.06 utterances.], batch size: 20, lr: 3.30e-04 2022-11-24 00:41:27,698 INFO [train.py:818] (3/4) Epoch 17, batch 2450, loss[loss=0.06634, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00725, over 20.00 utterances.], tot_loss[loss=0.08283, over 1467259.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.05706, over 4730.77 utterances.], batch size: 20, lr: 3.30e-04 2022-11-24 00:42:03,125 INFO [train.py:818] (3/4) Epoch 17, batch 2500, loss[loss=0.08999, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00733, over 22.00 utterances.], tot_loss[loss=0.08269, over 1466301.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.05275, over 4687.78 utterances.], batch size: 22, lr: 3.30e-04 2022-11-24 00:42:40,813 INFO [train.py:818] (3/4) Epoch 17, batch 2550, loss[loss=0.09896, over 7443.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1256, over 39.00 utterances.], tot_loss[loss=0.08294, over 1467947.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05122, over 4678.67 utterances.], batch size: 39, lr: 3.30e-04 2022-11-24 00:43:16,979 INFO [train.py:818] (3/4) Epoch 17, batch 2600, loss[loss=0.06772, over 7295.00 frames. utt_duration=974 frames, utt_pad_proportion=0.05345, over 30.00 utterances.], tot_loss[loss=0.08378, over 1467935.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.05652, over 4719.72 utterances.], batch size: 30, lr: 3.30e-04 2022-11-24 00:43:52,658 INFO [train.py:818] (3/4) Epoch 17, batch 2650, loss[loss=0.08679, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007927, over 18.00 utterances.], tot_loss[loss=0.08277, over 1467195.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.05561, over 4693.35 utterances.], batch size: 18, lr: 3.30e-04 2022-11-24 00:44:31,316 INFO [train.py:818] (3/4) Epoch 17, batch 2700, loss[loss=0.08783, over 7421.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006985, over 22.00 utterances.], tot_loss[loss=0.08267, over 1466602.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06539, over 4809.06 utterances.], batch size: 22, lr: 3.30e-04 2022-11-24 00:45:06,272 INFO [train.py:818] (3/4) Epoch 17, batch 2750, loss[loss=0.09509, over 7183.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008174, over 22.00 utterances.], tot_loss[loss=0.08225, over 1465071.19 frames. utt_duration=1263 frames, utt_pad_proportion=0.05604, over 4645.51 utterances.], batch size: 22, lr: 3.30e-04 2022-11-24 00:45:42,344 INFO [train.py:818] (3/4) Epoch 17, batch 2800, loss[loss=0.07612, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007232, over 18.00 utterances.], tot_loss[loss=0.08226, over 1465018.58 frames. utt_duration=1285 frames, utt_pad_proportion=0.05268, over 4566.84 utterances.], batch size: 18, lr: 3.30e-04 2022-11-24 00:46:19,398 INFO [train.py:818] (3/4) Epoch 17, batch 2850, loss[loss=0.06584, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006807, over 20.00 utterances.], tot_loss[loss=0.08092, over 1464555.64 frames. utt_duration=1311 frames, utt_pad_proportion=0.04543, over 4474.29 utterances.], batch size: 20, lr: 3.30e-04 2022-11-24 00:46:56,153 INFO [train.py:818] (3/4) Epoch 17, batch 2900, loss[loss=0.1337, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004738, over 20.00 utterances.], tot_loss[loss=0.08214, over 1465425.21 frames. utt_duration=1296 frames, utt_pad_proportion=0.05123, over 4527.59 utterances.], batch size: 20, lr: 3.30e-04 2022-11-24 00:47:32,876 INFO [train.py:818] (3/4) Epoch 17, batch 2950, loss[loss=0.102, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006241, over 20.00 utterances.], tot_loss[loss=0.08203, over 1464578.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.06038, over 4599.35 utterances.], batch size: 20, lr: 3.30e-04 2022-11-24 00:48:11,789 INFO [train.py:818] (3/4) Epoch 17, batch 3000, loss[loss=0.1083, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0158, over 24.00 utterances.], tot_loss[loss=0.08357, over 1464698.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.07133, over 4739.50 utterances.], batch size: 24, lr: 3.30e-04 2022-11-24 00:48:11,789 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 00:48:31,974 INFO [train.py:847] (3/4) Epoch 17, validation: loss=0.05011, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 00:49:07,772 INFO [train.py:818] (3/4) Epoch 17, batch 3050, loss[loss=0.07048, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006548, over 18.00 utterances.], tot_loss[loss=0.08323, over 1464264.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.06539, over 4674.62 utterances.], batch size: 18, lr: 3.30e-04 2022-11-24 00:49:45,740 INFO [train.py:818] (3/4) Epoch 17, batch 3100, loss[loss=0.08076, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006362, over 19.00 utterances.], tot_loss[loss=0.08188, over 1464311.32 frames. utt_duration=1248 frames, utt_pad_proportion=0.06366, over 4697.21 utterances.], batch size: 19, lr: 3.30e-04 2022-11-24 00:50:21,640 INFO [train.py:818] (3/4) Epoch 17, batch 3150, loss[loss=0.09508, over 7201.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01657, over 24.00 utterances.], tot_loss[loss=0.08104, over 1463935.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06637, over 4750.63 utterances.], batch size: 24, lr: 3.29e-04 2022-11-24 00:50:59,442 INFO [train.py:818] (3/4) Epoch 17, batch 3200, loss[loss=0.06413, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005544, over 20.00 utterances.], tot_loss[loss=0.08037, over 1465008.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06471, over 4767.16 utterances.], batch size: 20, lr: 3.29e-04 2022-11-24 00:51:36,117 INFO [train.py:818] (3/4) Epoch 17, batch 3250, loss[loss=0.06907, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006906, over 19.00 utterances.], tot_loss[loss=0.0814, over 1464190.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.06366, over 4752.63 utterances.], batch size: 19, lr: 3.29e-04 2022-11-24 00:52:12,385 INFO [train.py:818] (3/4) Epoch 17, batch 3300, loss[loss=0.06282, over 7263.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.01616, over 25.00 utterances.], tot_loss[loss=0.08048, over 1464124.83 frames. utt_duration=1244 frames, utt_pad_proportion=0.06197, over 4712.47 utterances.], batch size: 25, lr: 3.29e-04 2022-11-24 00:52:48,630 INFO [train.py:818] (3/4) Epoch 17, batch 3350, loss[loss=0.07901, over 7314.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008401, over 18.00 utterances.], tot_loss[loss=0.08002, over 1463033.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.05689, over 4682.35 utterances.], batch size: 18, lr: 3.29e-04 2022-11-24 00:53:25,571 INFO [train.py:818] (3/4) Epoch 17, batch 3400, loss[loss=0.0878, over 7292.00 frames. utt_duration=974 frames, utt_pad_proportion=0.05799, over 30.00 utterances.], tot_loss[loss=0.08068, over 1464117.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05182, over 4624.04 utterances.], batch size: 30, lr: 3.29e-04 2022-11-24 00:54:01,951 INFO [train.py:818] (3/4) Epoch 17, batch 3450, loss[loss=0.07541, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004852, over 21.00 utterances.], tot_loss[loss=0.08093, over 1464986.41 frames. utt_duration=1273 frames, utt_pad_proportion=0.04918, over 4608.51 utterances.], batch size: 21, lr: 3.29e-04 2022-11-24 00:54:39,990 INFO [train.py:818] (3/4) Epoch 17, batch 3500, loss[loss=0.08487, over 7332.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01095, over 23.00 utterances.], tot_loss[loss=0.08053, over 1465294.83 frames. utt_duration=1240 frames, utt_pad_proportion=0.05477, over 4730.95 utterances.], batch size: 23, lr: 3.29e-04 2022-11-24 00:55:16,713 INFO [train.py:818] (3/4) Epoch 17, batch 3550, loss[loss=0.07981, over 7390.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006646, over 19.00 utterances.], tot_loss[loss=0.08044, over 1466781.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.0603, over 4793.99 utterances.], batch size: 19, lr: 3.29e-04 2022-11-24 00:55:52,535 INFO [train.py:818] (3/4) Epoch 17, batch 3600, loss[loss=0.0838, over 7295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006022, over 19.00 utterances.], tot_loss[loss=0.0799, over 1465889.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05353, over 4689.56 utterances.], batch size: 19, lr: 3.29e-04 2022-11-24 00:56:32,098 INFO [train.py:818] (3/4) Epoch 17, batch 3650, loss[loss=0.05964, over 7281.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006305, over 20.00 utterances.], tot_loss[loss=0.0813, over 1466579.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.05722, over 4735.61 utterances.], batch size: 20, lr: 3.29e-04 2022-11-24 00:57:08,188 INFO [train.py:818] (3/4) Epoch 17, batch 3700, loss[loss=0.07528, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006891, over 22.00 utterances.], tot_loss[loss=0.0815, over 1466741.54 frames. utt_duration=1234 frames, utt_pad_proportion=0.06045, over 4758.66 utterances.], batch size: 22, lr: 3.29e-04 2022-11-24 00:57:43,571 INFO [train.py:818] (3/4) Epoch 17, batch 3750, loss[loss=0.104, over 7386.00 frames. utt_duration=953.9 frames, utt_pad_proportion=0.0766, over 31.00 utterances.], tot_loss[loss=0.08075, over 1466716.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05282, over 4656.31 utterances.], batch size: 31, lr: 3.29e-04 2022-11-24 00:58:21,777 INFO [train.py:818] (3/4) Epoch 17, batch 3800, loss[loss=0.05169, over 7206.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005893, over 18.00 utterances.], tot_loss[loss=0.08198, over 1467054.53 frames. utt_duration=1244 frames, utt_pad_proportion=0.05973, over 4722.86 utterances.], batch size: 18, lr: 3.29e-04 2022-11-24 00:58:56,917 INFO [train.py:818] (3/4) Epoch 17, batch 3850, loss[loss=0.0899, over 7432.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008826, over 18.00 utterances.], tot_loss[loss=0.08138, over 1466660.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05735, over 4718.83 utterances.], batch size: 18, lr: 3.29e-04 2022-11-24 00:59:32,873 INFO [train.py:818] (3/4) Epoch 17, batch 3900, loss[loss=0.07665, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 19.00 utterances.], tot_loss[loss=0.08147, over 1466671.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.05776, over 4725.08 utterances.], batch size: 19, lr: 3.29e-04 2022-11-24 01:00:09,784 INFO [train.py:818] (3/4) Epoch 17, batch 3950, loss[loss=0.09198, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006322, over 21.00 utterances.], tot_loss[loss=0.08079, over 1464687.91 frames. utt_duration=1270 frames, utt_pad_proportion=0.04991, over 4619.50 utterances.], batch size: 21, lr: 3.29e-04 2022-11-24 01:00:45,969 INFO [train.py:818] (3/4) Epoch 17, batch 4000, loss[loss=0.08563, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009803, over 22.00 utterances.], tot_loss[loss=0.0812, over 1464449.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.04757, over 4577.23 utterances.], batch size: 22, lr: 3.29e-04 2022-11-24 01:01:21,607 INFO [train.py:818] (3/4) Epoch 17, batch 4050, loss[loss=0.1226, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.00876, over 22.00 utterances.], tot_loss[loss=0.08155, over 1464641.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.04596, over 4549.69 utterances.], batch size: 22, lr: 3.28e-04 2022-11-24 01:01:59,112 INFO [train.py:818] (3/4) Epoch 17, batch 4100, loss[loss=0.0983, over 7257.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.06111, over 30.00 utterances.], tot_loss[loss=0.08373, over 1464308.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.04948, over 4622.94 utterances.], batch size: 30, lr: 3.28e-04 2022-11-24 01:02:35,044 INFO [train.py:818] (3/4) Epoch 17, batch 4150, loss[loss=0.07081, over 7188.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.00673, over 22.00 utterances.], tot_loss[loss=0.08444, over 1463351.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05895, over 4672.72 utterances.], batch size: 22, lr: 3.28e-04 2022-11-24 01:03:11,865 INFO [train.py:818] (3/4) Epoch 17, batch 4200, loss[loss=0.08627, over 7433.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00856, over 18.00 utterances.], tot_loss[loss=0.08496, over 1463715.33 frames. utt_duration=1246 frames, utt_pad_proportion=0.0623, over 4705.02 utterances.], batch size: 18, lr: 3.28e-04 2022-11-24 01:03:48,909 INFO [train.py:818] (3/4) Epoch 17, batch 4250, loss[loss=0.06671, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004871, over 20.00 utterances.], tot_loss[loss=0.08579, over 1464327.63 frames. utt_duration=1272 frames, utt_pad_proportion=0.05251, over 4611.21 utterances.], batch size: 20, lr: 3.28e-04 2022-11-24 01:04:25,023 INFO [train.py:818] (3/4) Epoch 17, batch 4300, loss[loss=0.06713, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005034, over 20.00 utterances.], tot_loss[loss=0.08722, over 1464539.82 frames. utt_duration=1302 frames, utt_pad_proportion=0.04385, over 4503.02 utterances.], batch size: 20, lr: 3.28e-04 2022-11-24 01:05:02,585 INFO [train.py:818] (3/4) Epoch 17, batch 4350, loss[loss=0.08025, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006519, over 20.00 utterances.], tot_loss[loss=0.09138, over 1464663.48 frames. utt_duration=1286 frames, utt_pad_proportion=0.04853, over 4560.73 utterances.], batch size: 20, lr: 3.28e-04 2022-11-24 01:05:39,735 INFO [train.py:818] (3/4) Epoch 17, batch 4400, loss[loss=0.1043, over 7207.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005583, over 18.00 utterances.], tot_loss[loss=0.09285, over 1464030.84 frames. utt_duration=1308 frames, utt_pad_proportion=0.04136, over 4482.08 utterances.], batch size: 18, lr: 3.28e-04 2022-11-24 01:06:15,254 INFO [train.py:818] (3/4) Epoch 17, batch 4450, loss[loss=0.1069, over 7235.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03656, over 16.00 utterances.], tot_loss[loss=0.09526, over 1463889.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04663, over 4527.49 utterances.], batch size: 16, lr: 3.28e-04 2022-11-24 01:06:54,049 INFO [train.py:818] (3/4) Epoch 17, batch 4500, loss[loss=0.07897, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 21.00 utterances.], tot_loss[loss=0.09544, over 1464851.01 frames. utt_duration=1291 frames, utt_pad_proportion=0.04922, over 4543.46 utterances.], batch size: 21, lr: 3.28e-04 2022-11-24 01:07:29,899 INFO [train.py:818] (3/4) Epoch 17, batch 4550, loss[loss=0.09959, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005618, over 19.00 utterances.], tot_loss[loss=0.09534, over 1464364.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.04825, over 4535.18 utterances.], batch size: 19, lr: 3.28e-04 2022-11-24 01:08:06,669 INFO [train.py:818] (3/4) Epoch 17, batch 4600, loss[loss=0.1088, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01516, over 24.00 utterances.], tot_loss[loss=0.09532, over 1465194.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.05053, over 4551.25 utterances.], batch size: 24, lr: 3.28e-04 2022-11-24 01:08:44,514 INFO [train.py:818] (3/4) Epoch 17, batch 4650, loss[loss=0.08759, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005979, over 18.00 utterances.], tot_loss[loss=0.09659, over 1465390.23 frames. utt_duration=1291 frames, utt_pad_proportion=0.05234, over 4546.45 utterances.], batch size: 18, lr: 3.28e-04 2022-11-24 01:09:21,075 INFO [train.py:818] (3/4) Epoch 17, batch 4700, loss[loss=0.1462, over 7471.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.1503, over 40.00 utterances.], tot_loss[loss=0.09838, over 1465666.61 frames. utt_duration=1277 frames, utt_pad_proportion=0.0539, over 4595.62 utterances.], batch size: 40, lr: 3.28e-04 2022-11-24 01:09:56,403 INFO [train.py:818] (3/4) Epoch 17, batch 4750, loss[loss=0.09909, over 7407.00 frames. utt_duration=957.8 frames, utt_pad_proportion=0.07102, over 31.00 utterances.], tot_loss[loss=0.09849, over 1465059.40 frames. utt_duration=1285 frames, utt_pad_proportion=0.0535, over 4564.97 utterances.], batch size: 31, lr: 3.28e-04 2022-11-24 01:10:33,743 INFO [train.py:818] (3/4) Epoch 17, batch 4800, loss[loss=0.08637, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004452, over 19.00 utterances.], tot_loss[loss=0.09856, over 1466248.75 frames. utt_duration=1291 frames, utt_pad_proportion=0.05062, over 4548.23 utterances.], batch size: 19, lr: 3.28e-04 2022-11-24 01:11:08,753 INFO [train.py:818] (3/4) Epoch 17, batch 4850, loss[loss=0.1186, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005689, over 19.00 utterances.], tot_loss[loss=0.09809, over 1465971.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.04962, over 4560.49 utterances.], batch size: 19, lr: 3.28e-04 2022-11-24 01:11:45,722 INFO [train.py:818] (3/4) Epoch 17, batch 4900, loss[loss=0.08164, over 7386.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006684, over 19.00 utterances.], tot_loss[loss=0.0988, over 1466827.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.0649, over 4702.32 utterances.], batch size: 19, lr: 3.28e-04 2022-11-24 01:12:23,508 INFO [train.py:818] (3/4) Epoch 17, batch 4950, loss[loss=0.06552, over 7479.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.005579, over 19.00 utterances.], tot_loss[loss=0.1003, over 1467188.72 frames. utt_duration=1251 frames, utt_pad_proportion=0.06386, over 4697.92 utterances.], batch size: 19, lr: 3.27e-04 2022-11-24 01:12:58,780 INFO [train.py:818] (3/4) Epoch 17, batch 5000, loss[loss=0.124, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.09945, over 1466287.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.057, over 4656.57 utterances.], batch size: 20, lr: 3.27e-04 2022-11-24 01:13:36,253 INFO [train.py:818] (3/4) Epoch 17, batch 5050, loss[loss=0.139, over 7438.00 frames. utt_duration=420.3 frames, utt_pad_proportion=0.3422, over 71.00 utterances.], tot_loss[loss=0.1002, over 1466554.24 frames. utt_duration=1247 frames, utt_pad_proportion=0.05958, over 4709.03 utterances.], batch size: 71, lr: 3.27e-04 2022-11-24 01:14:13,868 INFO [train.py:818] (3/4) Epoch 17, batch 5100, loss[loss=0.07333, over 7320.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.027, over 16.00 utterances.], tot_loss[loss=0.09994, over 1467455.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05855, over 4680.82 utterances.], batch size: 16, lr: 3.27e-04 2022-11-24 01:14:49,245 INFO [train.py:818] (3/4) Epoch 17, batch 5150, loss[loss=0.1062, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006562, over 19.00 utterances.], tot_loss[loss=0.09958, over 1467734.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05553, over 4653.50 utterances.], batch size: 19, lr: 3.27e-04 2022-11-24 01:15:25,911 INFO [train.py:818] (3/4) Epoch 17, batch 5200, loss[loss=0.1308, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02682, over 26.00 utterances.], tot_loss[loss=0.09901, over 1467200.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.04839, over 4613.60 utterances.], batch size: 26, lr: 3.27e-04 2022-11-24 01:16:02,639 INFO [train.py:818] (3/4) Epoch 17, batch 5250, loss[loss=0.08736, over 7107.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004443, over 18.00 utterances.], tot_loss[loss=0.09933, over 1466970.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05031, over 4640.03 utterances.], batch size: 18, lr: 3.27e-04 2022-11-24 01:16:39,626 INFO [train.py:818] (3/4) Epoch 17, batch 5300, loss[loss=0.1501, over 7452.00 frames. utt_duration=378.7 frames, utt_pad_proportion=0.4054, over 79.00 utterances.], tot_loss[loss=0.09925, over 1466445.08 frames. utt_duration=1271 frames, utt_pad_proportion=0.05243, over 4621.86 utterances.], batch size: 79, lr: 3.27e-04 2022-11-24 01:17:18,308 INFO [train.py:818] (3/4) Epoch 17, batch 5350, loss[loss=0.1653, over 7465.00 frames. utt_duration=416.3 frames, utt_pad_proportion=0.3515, over 72.00 utterances.], tot_loss[loss=0.101, over 1466360.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.05523, over 4650.93 utterances.], batch size: 72, lr: 3.27e-04 2022-11-24 01:17:55,756 INFO [train.py:818] (3/4) Epoch 17, batch 5400, loss[loss=0.1095, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 20.00 utterances.], tot_loss[loss=0.1026, over 1466460.74 frames. utt_duration=1257 frames, utt_pad_proportion=0.05711, over 4672.66 utterances.], batch size: 20, lr: 3.27e-04 2022-11-24 01:18:30,927 INFO [train.py:818] (3/4) Epoch 17, batch 5450, loss[loss=0.09255, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005115, over 21.00 utterances.], tot_loss[loss=0.1023, over 1466338.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05203, over 4646.31 utterances.], batch size: 21, lr: 3.27e-04 2022-11-24 01:19:09,301 INFO [train.py:818] (3/4) Epoch 17, batch 5500, loss[loss=0.09026, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00868, over 17.00 utterances.], tot_loss[loss=0.1016, over 1466559.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05417, over 4638.03 utterances.], batch size: 17, lr: 3.27e-04 2022-11-24 01:19:45,908 INFO [train.py:818] (3/4) Epoch 17, batch 5550, loss[loss=0.06714, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006915, over 19.00 utterances.], tot_loss[loss=0.1011, over 1466827.87 frames. utt_duration=1264 frames, utt_pad_proportion=0.05535, over 4645.88 utterances.], batch size: 19, lr: 3.27e-04 2022-11-24 01:20:23,283 INFO [train.py:818] (3/4) Epoch 17, batch 5600, loss[loss=0.12, over 7243.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0128, over 24.00 utterances.], tot_loss[loss=0.1007, over 1465769.69 frames. utt_duration=1254 frames, utt_pad_proportion=0.05697, over 4681.87 utterances.], batch size: 24, lr: 3.27e-04 2022-11-24 01:21:01,914 INFO [train.py:818] (3/4) Epoch 17, batch 5650, loss[loss=0.0978, over 7302.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03274, over 27.00 utterances.], tot_loss[loss=0.1015, over 1465370.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.06885, over 4806.75 utterances.], batch size: 27, lr: 3.27e-04 2022-11-24 01:21:37,211 INFO [train.py:818] (3/4) Epoch 17, batch 5700, loss[loss=0.0811, over 7319.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007586, over 17.00 utterances.], tot_loss[loss=0.1005, over 1465406.43 frames. utt_duration=1247 frames, utt_pad_proportion=0.05972, over 4707.43 utterances.], batch size: 17, lr: 3.27e-04 2022-11-24 01:22:13,512 INFO [train.py:818] (3/4) Epoch 17, batch 5750, loss[loss=0.1029, over 7468.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008062, over 17.00 utterances.], tot_loss[loss=0.1004, over 1465949.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05682, over 4702.16 utterances.], batch size: 17, lr: 3.27e-04 2022-11-24 01:22:50,626 INFO [train.py:818] (3/4) Epoch 17, batch 5800, loss[loss=0.1091, over 7294.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005484, over 21.00 utterances.], tot_loss[loss=0.09962, over 1465828.89 frames. utt_duration=1266 frames, utt_pad_proportion=0.05404, over 4637.43 utterances.], batch size: 21, lr: 3.27e-04 2022-11-24 01:23:25,738 INFO [train.py:818] (3/4) Epoch 17, batch 5850, loss[loss=0.09951, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007414, over 18.00 utterances.], tot_loss[loss=0.09943, over 1466144.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05807, over 4676.22 utterances.], batch size: 18, lr: 3.26e-04 2022-11-24 01:24:03,868 INFO [train.py:818] (3/4) Epoch 17, batch 5900, loss[loss=0.108, over 7234.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01509, over 24.00 utterances.], tot_loss[loss=0.0996, over 1466090.06 frames. utt_duration=1251 frames, utt_pad_proportion=0.05961, over 4692.21 utterances.], batch size: 24, lr: 3.26e-04 2022-11-24 01:24:40,588 INFO [train.py:818] (3/4) Epoch 17, batch 5950, loss[loss=0.1102, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009479, over 18.00 utterances.], tot_loss[loss=0.1002, over 1466550.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.06981, over 4815.93 utterances.], batch size: 18, lr: 3.26e-04 2022-11-24 01:25:17,796 INFO [train.py:818] (3/4) Epoch 17, batch 6000, loss[loss=0.1251, over 7222.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.01929, over 25.00 utterances.], tot_loss[loss=0.09987, over 1467185.79 frames. utt_duration=1232 frames, utt_pad_proportion=0.06788, over 4768.46 utterances.], batch size: 25, lr: 3.26e-04 2022-11-24 01:25:17,797 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 01:25:38,083 INFO [train.py:847] (3/4) Epoch 17, validation: loss=0.04787, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 01:26:14,221 INFO [train.py:818] (3/4) Epoch 17, batch 6050, loss[loss=0.1677, over 7227.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02113, over 25.00 utterances.], tot_loss[loss=0.1014, over 1465652.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06221, over 4730.20 utterances.], batch size: 25, lr: 3.26e-04 2022-11-24 01:26:50,188 INFO [train.py:818] (3/4) Epoch 17, batch 6100, loss[loss=0.08996, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006379, over 20.00 utterances.], tot_loss[loss=0.1019, over 1466098.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.0583, over 4707.86 utterances.], batch size: 20, lr: 3.26e-04 2022-11-24 01:27:28,318 INFO [train.py:818] (3/4) Epoch 17, batch 6150, loss[loss=0.07859, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01031, over 17.00 utterances.], tot_loss[loss=0.1019, over 1465096.72 frames. utt_duration=1252 frames, utt_pad_proportion=0.05813, over 4686.07 utterances.], batch size: 17, lr: 3.26e-04 2022-11-24 01:28:05,635 INFO [train.py:818] (3/4) Epoch 17, batch 6200, loss[loss=0.09546, over 7422.00 frames. utt_duration=959.1 frames, utt_pad_proportion=0.07154, over 31.00 utterances.], tot_loss[loss=0.1016, over 1465418.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.0755, over 4860.10 utterances.], batch size: 31, lr: 3.26e-04 2022-11-24 01:28:41,804 INFO [train.py:818] (3/4) Epoch 17, batch 6250, loss[loss=0.0756, over 7427.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.008732, over 18.00 utterances.], tot_loss[loss=0.09981, over 1466992.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.0807, over 4896.60 utterances.], batch size: 18, lr: 3.26e-04 2022-11-24 01:29:21,173 INFO [train.py:818] (3/4) Epoch 17, batch 6300, loss[loss=0.1641, over 7456.00 frames. utt_duration=415.8 frames, utt_pad_proportion=0.3493, over 72.00 utterances.], tot_loss[loss=0.1005, over 1467467.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07558, over 4903.01 utterances.], batch size: 72, lr: 3.26e-04 2022-11-24 01:29:58,162 INFO [train.py:818] (3/4) Epoch 17, batch 6350, loss[loss=0.109, over 7188.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006216, over 21.00 utterances.], tot_loss[loss=0.09899, over 1466512.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07117, over 4836.35 utterances.], batch size: 21, lr: 3.26e-04 2022-11-24 01:30:35,870 INFO [train.py:818] (3/4) Epoch 17, batch 6400, loss[loss=0.09291, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007008, over 19.00 utterances.], tot_loss[loss=0.09899, over 1466744.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.07243, over 4875.04 utterances.], batch size: 19, lr: 3.26e-04 2022-11-24 01:31:13,587 INFO [train.py:818] (3/4) Epoch 17, batch 6450, loss[loss=0.1085, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004719, over 21.00 utterances.], tot_loss[loss=0.09935, over 1466540.73 frames. utt_duration=1215 frames, utt_pad_proportion=0.07281, over 4834.61 utterances.], batch size: 21, lr: 3.26e-04 2022-11-24 01:31:49,991 INFO [train.py:818] (3/4) Epoch 17, batch 6500, loss[loss=0.07571, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006239, over 19.00 utterances.], tot_loss[loss=0.0979, over 1466080.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.07114, over 4785.04 utterances.], batch size: 19, lr: 3.26e-04 2022-11-24 01:32:29,711 INFO [train.py:818] (3/4) Epoch 17, batch 6550, loss[loss=0.07151, over 7269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04411, over 16.00 utterances.], tot_loss[loss=0.09879, over 1467037.07 frames. utt_duration=1212 frames, utt_pad_proportion=0.07201, over 4845.93 utterances.], batch size: 16, lr: 3.26e-04 2022-11-24 01:33:06,240 INFO [train.py:818] (3/4) Epoch 17, batch 6600, loss[loss=0.1705, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005885, over 21.00 utterances.], tot_loss[loss=0.1002, over 1466147.07 frames. utt_duration=1199 frames, utt_pad_proportion=0.07642, over 4896.72 utterances.], batch size: 21, lr: 3.26e-04 2022-11-24 01:33:43,196 INFO [train.py:818] (3/4) Epoch 17, batch 6650, loss[loss=0.1077, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006381, over 19.00 utterances.], tot_loss[loss=0.1003, over 1465393.01 frames. utt_duration=1204 frames, utt_pad_proportion=0.07744, over 4875.89 utterances.], batch size: 19, lr: 3.26e-04 2022-11-24 01:34:21,474 INFO [train.py:818] (3/4) Epoch 17, batch 6700, loss[loss=0.07518, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00757, over 22.00 utterances.], tot_loss[loss=0.1004, over 1466175.98 frames. utt_duration=1196 frames, utt_pad_proportion=0.07807, over 4909.92 utterances.], batch size: 22, lr: 3.26e-04 2022-11-24 01:34:57,605 INFO [train.py:818] (3/4) Epoch 17, batch 6750, loss[loss=0.06408, over 7321.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01226, over 23.00 utterances.], tot_loss[loss=0.1008, over 1466325.41 frames. utt_duration=1193 frames, utt_pad_proportion=0.07959, over 4921.36 utterances.], batch size: 23, lr: 3.25e-04 2022-11-24 01:35:34,681 INFO [train.py:818] (3/4) Epoch 17, batch 6800, loss[loss=0.07002, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007119, over 21.00 utterances.], tot_loss[loss=0.1004, over 1465055.83 frames. utt_duration=1206 frames, utt_pad_proportion=0.07579, over 4866.01 utterances.], batch size: 21, lr: 3.25e-04 2022-11-24 01:36:12,681 INFO [train.py:818] (3/4) Epoch 17, batch 6850, loss[loss=0.08192, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006199, over 20.00 utterances.], tot_loss[loss=0.1009, over 1465320.27 frames. utt_duration=1198 frames, utt_pad_proportion=0.07352, over 4897.13 utterances.], batch size: 20, lr: 3.25e-04 2022-11-24 01:36:49,059 INFO [train.py:818] (3/4) Epoch 17, batch 6900, loss[loss=0.0894, over 7453.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006524, over 18.00 utterances.], tot_loss[loss=0.1013, over 1465277.03 frames. utt_duration=1195 frames, utt_pad_proportion=0.07522, over 4910.21 utterances.], batch size: 18, lr: 3.25e-04 2022-11-24 01:37:27,070 INFO [train.py:818] (3/4) Epoch 17, batch 6950, loss[loss=0.1258, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007183, over 19.00 utterances.], tot_loss[loss=0.1007, over 1465883.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07237, over 4889.43 utterances.], batch size: 19, lr: 3.25e-04 2022-11-24 01:38:05,656 INFO [train.py:818] (3/4) Epoch 17, batch 7000, loss[loss=0.1019, over 7315.00 frames. utt_duration=752 frames, utt_pad_proportion=0.1435, over 39.00 utterances.], tot_loss[loss=0.09994, over 1466296.92 frames. utt_duration=1190 frames, utt_pad_proportion=0.07445, over 4936.19 utterances.], batch size: 39, lr: 3.25e-04 2022-11-24 01:38:42,974 INFO [train.py:818] (3/4) Epoch 17, batch 7050, loss[loss=0.09103, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005688, over 21.00 utterances.], tot_loss[loss=0.1001, over 1466455.68 frames. utt_duration=1175 frames, utt_pad_proportion=0.08104, over 4996.96 utterances.], batch size: 21, lr: 3.25e-04 2022-11-24 01:39:21,491 INFO [train.py:818] (3/4) Epoch 17, batch 7100, loss[loss=0.09455, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01035, over 22.00 utterances.], tot_loss[loss=0.1002, over 1465551.83 frames. utt_duration=1193 frames, utt_pad_proportion=0.07368, over 4918.32 utterances.], batch size: 22, lr: 3.25e-04 2022-11-24 01:39:57,883 INFO [train.py:818] (3/4) Epoch 17, batch 7150, loss[loss=0.06533, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006195, over 20.00 utterances.], tot_loss[loss=0.09909, over 1465295.31 frames. utt_duration=1202 frames, utt_pad_proportion=0.07154, over 4883.01 utterances.], batch size: 20, lr: 3.25e-04 2022-11-24 01:40:33,354 INFO [train.py:818] (3/4) Epoch 17, batch 7200, loss[loss=0.1429, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00552, over 21.00 utterances.], tot_loss[loss=0.09996, over 1465788.45 frames. utt_duration=1215 frames, utt_pad_proportion=0.06623, over 4831.34 utterances.], batch size: 21, lr: 3.25e-04 2022-11-24 01:41:12,295 INFO [train.py:818] (3/4) Epoch 17, batch 7250, loss[loss=0.09464, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005682, over 19.00 utterances.], tot_loss[loss=0.1008, over 1466699.83 frames. utt_duration=1209 frames, utt_pad_proportion=0.06537, over 4857.92 utterances.], batch size: 19, lr: 3.25e-04 2022-11-24 01:41:48,718 INFO [train.py:818] (3/4) Epoch 17, batch 7300, loss[loss=0.1041, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.008285, over 17.00 utterances.], tot_loss[loss=0.1008, over 1467242.60 frames. utt_duration=1234 frames, utt_pad_proportion=0.057, over 4760.09 utterances.], batch size: 17, lr: 3.25e-04 2022-11-24 01:42:25,927 INFO [train.py:818] (3/4) Epoch 17, batch 7350, loss[loss=0.09268, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005683, over 21.00 utterances.], tot_loss[loss=0.1009, over 1468502.95 frames. utt_duration=1206 frames, utt_pad_proportion=0.06815, over 4877.07 utterances.], batch size: 21, lr: 3.25e-04 2022-11-24 01:43:04,629 INFO [train.py:818] (3/4) Epoch 17, batch 7400, loss[loss=0.06141, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008038, over 18.00 utterances.], tot_loss[loss=0.1008, over 1468250.49 frames. utt_duration=1191 frames, utt_pad_proportion=0.07691, over 4938.87 utterances.], batch size: 18, lr: 3.25e-04 2022-11-24 01:43:41,304 INFO [train.py:818] (3/4) Epoch 17, batch 7450, loss[loss=0.07063, over 7453.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006924, over 18.00 utterances.], tot_loss[loss=0.1001, over 1468185.76 frames. utt_duration=1210 frames, utt_pad_proportion=0.07021, over 4860.53 utterances.], batch size: 18, lr: 3.25e-04 2022-11-24 01:44:18,967 INFO [train.py:818] (3/4) Epoch 17, batch 7500, loss[loss=0.156, over 7425.00 frames. utt_duration=959.4 frames, utt_pad_proportion=0.07033, over 31.00 utterances.], tot_loss[loss=0.1001, over 1466031.16 frames. utt_duration=1232 frames, utt_pad_proportion=0.06387, over 4764.43 utterances.], batch size: 31, lr: 3.25e-04 2022-11-24 01:44:55,733 INFO [train.py:818] (3/4) Epoch 17, batch 7550, loss[loss=0.07965, over 7167.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009526, over 22.00 utterances.], tot_loss[loss=0.09844, over 1465432.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.0595, over 4727.37 utterances.], batch size: 22, lr: 3.25e-04 2022-11-24 01:45:32,025 INFO [train.py:818] (3/4) Epoch 17, batch 7600, loss[loss=0.0766, over 7440.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008323, over 17.00 utterances.], tot_loss[loss=0.09956, over 1466350.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06323, over 4790.30 utterances.], batch size: 17, lr: 3.25e-04 2022-11-24 01:46:11,248 INFO [train.py:818] (3/4) Epoch 17, batch 7650, loss[loss=0.1526, over 7321.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03182, over 27.00 utterances.], tot_loss[loss=0.09949, over 1465931.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.06326, over 4782.60 utterances.], batch size: 27, lr: 3.25e-04 2022-11-24 01:46:48,041 INFO [train.py:818] (3/4) Epoch 17, batch 7700, loss[loss=0.1481, over 7493.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00964, over 23.00 utterances.], tot_loss[loss=0.1006, over 1466693.13 frames. utt_duration=1194 frames, utt_pad_proportion=0.07186, over 4921.44 utterances.], batch size: 23, lr: 3.24e-04 2022-11-24 01:47:24,212 INFO [train.py:818] (3/4) Epoch 17, batch 7750, loss[loss=0.09057, over 7470.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.00717, over 17.00 utterances.], tot_loss[loss=0.09858, over 1466477.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06191, over 4757.85 utterances.], batch size: 17, lr: 3.24e-04 2022-11-24 01:48:03,594 INFO [train.py:818] (3/4) Epoch 17, batch 7800, loss[loss=0.1622, over 7413.00 frames. utt_duration=413.5 frames, utt_pad_proportion=0.3437, over 72.00 utterances.], tot_loss[loss=0.09824, over 1465924.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06762, over 4794.91 utterances.], batch size: 72, lr: 3.24e-04 2022-11-24 01:48:39,893 INFO [train.py:818] (3/4) Epoch 17, batch 7850, loss[loss=0.08689, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007789, over 18.00 utterances.], tot_loss[loss=0.097, over 1465945.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.06159, over 4710.29 utterances.], batch size: 18, lr: 3.24e-04 2022-11-24 01:49:17,172 INFO [train.py:818] (3/4) Epoch 17, batch 7900, loss[loss=0.1045, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009499, over 17.00 utterances.], tot_loss[loss=0.09782, over 1466117.16 frames. utt_duration=1222 frames, utt_pad_proportion=0.06696, over 4805.66 utterances.], batch size: 17, lr: 3.24e-04 2022-11-24 01:49:55,032 INFO [train.py:818] (3/4) Epoch 17, batch 7950, loss[loss=0.1425, over 7373.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006125, over 21.00 utterances.], tot_loss[loss=0.09876, over 1466273.38 frames. utt_duration=1203 frames, utt_pad_proportion=0.07257, over 4882.15 utterances.], batch size: 21, lr: 3.24e-04 2022-11-24 01:50:31,525 INFO [train.py:818] (3/4) Epoch 17, batch 8000, loss[loss=0.1061, over 7473.00 frames. utt_duration=768.2 frames, utt_pad_proportion=0.1201, over 39.00 utterances.], tot_loss[loss=0.09956, over 1465806.27 frames. utt_duration=1190 frames, utt_pad_proportion=0.0744, over 4935.18 utterances.], batch size: 39, lr: 3.24e-04 2022-11-24 01:51:09,852 INFO [train.py:818] (3/4) Epoch 17, batch 8050, loss[loss=0.06993, over 7279.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.02987, over 16.00 utterances.], tot_loss[loss=0.09976, over 1465069.03 frames. utt_duration=1207 frames, utt_pad_proportion=0.06843, over 4860.92 utterances.], batch size: 16, lr: 3.24e-04 2022-11-24 01:51:45,645 INFO [train.py:818] (3/4) Epoch 17, batch 8100, loss[loss=0.08414, over 7482.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.0066, over 19.00 utterances.], tot_loss[loss=0.0984, over 1465820.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.06807, over 4861.68 utterances.], batch size: 19, lr: 3.24e-04 2022-11-24 01:52:22,588 INFO [train.py:818] (3/4) Epoch 17, batch 8150, loss[loss=0.1124, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02117, over 25.00 utterances.], tot_loss[loss=0.09999, over 1467741.02 frames. utt_duration=1172 frames, utt_pad_proportion=0.07748, over 5016.05 utterances.], batch size: 25, lr: 3.24e-04 2022-11-24 01:53:01,569 INFO [train.py:818] (3/4) Epoch 17, batch 8200, loss[loss=0.1315, over 7454.00 frames. utt_duration=766.1 frames, utt_pad_proportion=0.1294, over 39.00 utterances.], tot_loss[loss=0.1, over 1468480.82 frames. utt_duration=1168 frames, utt_pad_proportion=0.07679, over 5034.92 utterances.], batch size: 39, lr: 3.24e-04 2022-11-24 01:53:37,990 INFO [train.py:818] (3/4) Epoch 17, batch 8250, loss[loss=0.07656, over 7301.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01046, over 18.00 utterances.], tot_loss[loss=0.09796, over 1466759.38 frames. utt_duration=1185 frames, utt_pad_proportion=0.07409, over 4956.53 utterances.], batch size: 18, lr: 3.24e-04 2022-11-24 01:54:15,006 INFO [train.py:818] (3/4) Epoch 17, batch 8300, loss[loss=0.1169, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007768, over 22.00 utterances.], tot_loss[loss=0.09894, over 1466260.54 frames. utt_duration=1179 frames, utt_pad_proportion=0.07682, over 4979.52 utterances.], batch size: 22, lr: 3.24e-04 2022-11-24 01:54:53,301 INFO [train.py:818] (3/4) Epoch 17, batch 8350, loss[loss=0.1035, over 7222.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02056, over 25.00 utterances.], tot_loss[loss=0.09946, over 1466302.09 frames. utt_duration=1177 frames, utt_pad_proportion=0.0795, over 4991.05 utterances.], batch size: 25, lr: 3.24e-04 2022-11-24 01:55:28,365 INFO [train.py:818] (3/4) Epoch 17, batch 8400, loss[loss=0.1344, over 7236.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.09892, over 1464898.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.07601, over 4952.17 utterances.], batch size: 24, lr: 3.24e-04 2022-11-24 01:56:06,372 INFO [train.py:818] (3/4) Epoch 17, batch 8450, loss[loss=0.06817, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007138, over 18.00 utterances.], tot_loss[loss=0.09815, over 1464660.98 frames. utt_duration=1190 frames, utt_pad_proportion=0.07706, over 4928.68 utterances.], batch size: 18, lr: 3.24e-04 2022-11-24 01:56:44,311 INFO [train.py:818] (3/4) Epoch 17, batch 8500, loss[loss=0.1659, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01621, over 24.00 utterances.], tot_loss[loss=0.09843, over 1464242.30 frames. utt_duration=1218 frames, utt_pad_proportion=0.0707, over 4814.36 utterances.], batch size: 24, lr: 3.24e-04 2022-11-24 01:57:20,885 INFO [train.py:818] (3/4) Epoch 17, batch 8550, loss[loss=0.1196, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005859, over 19.00 utterances.], tot_loss[loss=0.099, over 1464297.49 frames. utt_duration=1209 frames, utt_pad_proportion=0.0722, over 4849.87 utterances.], batch size: 19, lr: 3.24e-04 2022-11-24 01:57:59,307 INFO [train.py:818] (3/4) Epoch 17, batch 8600, loss[loss=0.05903, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007452, over 18.00 utterances.], tot_loss[loss=0.09888, over 1465313.74 frames. utt_duration=1215 frames, utt_pad_proportion=0.06971, over 4830.11 utterances.], batch size: 18, lr: 3.23e-04 2022-11-24 01:58:35,301 INFO [train.py:818] (3/4) Epoch 17, batch 8650, loss[loss=0.07923, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009378, over 18.00 utterances.], tot_loss[loss=0.09938, over 1465600.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.07216, over 4861.26 utterances.], batch size: 18, lr: 3.23e-04 2022-11-24 01:59:11,110 INFO [train.py:818] (3/4) Epoch 17, batch 8700, loss[loss=0.09183, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.004778, over 20.00 utterances.], tot_loss[loss=0.09934, over 1465699.45 frames. utt_duration=1227 frames, utt_pad_proportion=0.06311, over 4782.93 utterances.], batch size: 20, lr: 3.23e-04 2022-11-24 01:59:46,645 INFO [train.py:818] (3/4) Epoch 17, batch 8750, loss[loss=0.09504, over 7313.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006547, over 22.00 utterances.], tot_loss[loss=0.09796, over 1466047.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.05819, over 4705.45 utterances.], batch size: 22, lr: 3.23e-04 2022-11-24 02:00:23,402 INFO [train.py:818] (3/4) Epoch 17, batch 8800, loss[loss=0.1094, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00746, over 20.00 utterances.], tot_loss[loss=0.09906, over 1466769.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.06528, over 4810.95 utterances.], batch size: 20, lr: 3.23e-04 2022-11-24 02:00:59,412 INFO [train.py:818] (3/4) Epoch 17, batch 8850, loss[loss=0.1159, over 7218.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01401, over 24.00 utterances.], tot_loss[loss=0.09966, over 1466584.36 frames. utt_duration=1213 frames, utt_pad_proportion=0.0678, over 4840.65 utterances.], batch size: 24, lr: 3.23e-04 2022-11-24 02:02:03,197 INFO [train.py:818] (3/4) Epoch 18, batch 0, loss[loss=0.07232, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005911, over 22.00 utterances.], tot_loss[loss=0.07232, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005911, over 22.00 utterances.], batch size: 22, lr: 3.15e-04 2022-11-24 02:02:39,488 INFO [train.py:818] (3/4) Epoch 18, batch 50, loss[loss=0.1008, over 7481.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006403, over 20.00 utterances.], tot_loss[loss=0.08158, over 331961.79 frames. utt_duration=1170 frames, utt_pad_proportion=0.0896, over 1136.03 utterances.], batch size: 20, lr: 3.15e-04 2022-11-24 02:03:15,359 INFO [train.py:818] (3/4) Epoch 18, batch 100, loss[loss=0.06448, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007365, over 18.00 utterances.], tot_loss[loss=0.07945, over 583787.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.06081, over 1855.76 utterances.], batch size: 18, lr: 3.15e-04 2022-11-24 02:03:53,048 INFO [train.py:818] (3/4) Epoch 18, batch 150, loss[loss=0.06861, over 7309.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006212, over 22.00 utterances.], tot_loss[loss=0.08003, over 779364.36 frames. utt_duration=1257 frames, utt_pad_proportion=0.05939, over 2482.47 utterances.], batch size: 22, lr: 3.14e-04 2022-11-24 02:04:28,386 INFO [train.py:818] (3/4) Epoch 18, batch 200, loss[loss=0.0893, over 7195.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.00983, over 23.00 utterances.], tot_loss[loss=0.08103, over 932034.38 frames. utt_duration=1224 frames, utt_pad_proportion=0.07003, over 3048.46 utterances.], batch size: 23, lr: 3.14e-04 2022-11-24 02:05:05,600 INFO [train.py:818] (3/4) Epoch 18, batch 250, loss[loss=0.0653, over 7191.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007307, over 19.00 utterances.], tot_loss[loss=0.0812, over 1050619.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06548, over 3394.71 utterances.], batch size: 19, lr: 3.14e-04 2022-11-24 02:05:42,944 INFO [train.py:818] (3/4) Epoch 18, batch 300, loss[loss=0.07334, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004515, over 20.00 utterances.], tot_loss[loss=0.08179, over 1142815.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.05772, over 3650.29 utterances.], batch size: 20, lr: 3.14e-04 2022-11-24 02:06:18,554 INFO [train.py:818] (3/4) Epoch 18, batch 350, loss[loss=0.1003, over 7439.00 frames. utt_duration=961.4 frames, utt_pad_proportion=0.06392, over 31.00 utterances.], tot_loss[loss=0.08067, over 1214955.77 frames. utt_duration=1264 frames, utt_pad_proportion=0.05823, over 3849.12 utterances.], batch size: 31, lr: 3.14e-04 2022-11-24 02:06:55,834 INFO [train.py:818] (3/4) Epoch 18, batch 400, loss[loss=0.08096, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.08116, over 1270689.19 frames. utt_duration=1252 frames, utt_pad_proportion=0.05961, over 4062.98 utterances.], batch size: 21, lr: 3.14e-04 2022-11-24 02:07:32,552 INFO [train.py:818] (3/4) Epoch 18, batch 450, loss[loss=0.06847, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008036, over 22.00 utterances.], tot_loss[loss=0.07994, over 1313190.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.05134, over 4106.28 utterances.], batch size: 22, lr: 3.14e-04 2022-11-24 02:08:08,860 INFO [train.py:818] (3/4) Epoch 18, batch 500, loss[loss=0.1272, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006906, over 19.00 utterances.], tot_loss[loss=0.0808, over 1347416.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.04829, over 4180.95 utterances.], batch size: 19, lr: 3.14e-04 2022-11-24 02:08:46,735 INFO [train.py:818] (3/4) Epoch 18, batch 550, loss[loss=0.07369, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005928, over 19.00 utterances.], tot_loss[loss=0.07896, over 1372969.82 frames. utt_duration=1310 frames, utt_pad_proportion=0.04216, over 4198.44 utterances.], batch size: 19, lr: 3.14e-04 2022-11-24 02:09:23,052 INFO [train.py:818] (3/4) Epoch 18, batch 600, loss[loss=0.05956, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006814, over 19.00 utterances.], tot_loss[loss=0.07811, over 1393845.92 frames. utt_duration=1323 frames, utt_pad_proportion=0.04135, over 4217.63 utterances.], batch size: 19, lr: 3.14e-04 2022-11-24 02:09:59,758 INFO [train.py:818] (3/4) Epoch 18, batch 650, loss[loss=0.06817, over 7470.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.00829, over 17.00 utterances.], tot_loss[loss=0.07783, over 1408723.84 frames. utt_duration=1312 frames, utt_pad_proportion=0.04748, over 4298.72 utterances.], batch size: 17, lr: 3.14e-04 2022-11-24 02:10:38,366 INFO [train.py:818] (3/4) Epoch 18, batch 700, loss[loss=0.07107, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005069, over 20.00 utterances.], tot_loss[loss=0.07796, over 1420455.06 frames. utt_duration=1318 frames, utt_pad_proportion=0.04395, over 4316.67 utterances.], batch size: 20, lr: 3.14e-04 2022-11-24 02:11:14,457 INFO [train.py:818] (3/4) Epoch 18, batch 750, loss[loss=0.03624, over 7297.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01077, over 17.00 utterances.], tot_loss[loss=0.0788, over 1429914.93 frames. utt_duration=1319 frames, utt_pad_proportion=0.04279, over 4342.12 utterances.], batch size: 17, lr: 3.14e-04 2022-11-24 02:11:50,168 INFO [train.py:818] (3/4) Epoch 18, batch 800, loss[loss=0.08784, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008559, over 22.00 utterances.], tot_loss[loss=0.07942, over 1437749.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04837, over 4457.72 utterances.], batch size: 22, lr: 3.14e-04 2022-11-24 02:12:39,174 INFO [train.py:818] (3/4) Epoch 18, batch 850, loss[loss=0.06264, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.07926, over 1443733.11 frames. utt_duration=1299 frames, utt_pad_proportion=0.04631, over 4449.26 utterances.], batch size: 21, lr: 3.14e-04 2022-11-24 02:13:14,596 INFO [train.py:818] (3/4) Epoch 18, batch 900, loss[loss=0.09542, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004931, over 20.00 utterances.], tot_loss[loss=0.0822, over 1449187.62 frames. utt_duration=1282 frames, utt_pad_proportion=0.05034, over 4526.32 utterances.], batch size: 20, lr: 3.14e-04 2022-11-24 02:13:50,236 INFO [train.py:818] (3/4) Epoch 18, batch 950, loss[loss=0.09824, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005275, over 20.00 utterances.], tot_loss[loss=0.08163, over 1452520.60 frames. utt_duration=1287 frames, utt_pad_proportion=0.04842, over 4518.54 utterances.], batch size: 20, lr: 3.14e-04 2022-11-24 02:14:27,597 INFO [train.py:818] (3/4) Epoch 18, batch 1000, loss[loss=0.09374, over 7438.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007994, over 18.00 utterances.], tot_loss[loss=0.08095, over 1455644.83 frames. utt_duration=1310 frames, utt_pad_proportion=0.0422, over 4449.68 utterances.], batch size: 18, lr: 3.14e-04 2022-11-24 02:15:04,526 INFO [train.py:818] (3/4) Epoch 18, batch 1050, loss[loss=0.07313, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.004598, over 18.00 utterances.], tot_loss[loss=0.08181, over 1457618.47 frames. utt_duration=1304 frames, utt_pad_proportion=0.04407, over 4476.97 utterances.], batch size: 18, lr: 3.14e-04 2022-11-24 02:15:40,779 INFO [train.py:818] (3/4) Epoch 18, batch 1100, loss[loss=0.0761, over 7294.00 frames. utt_duration=769.3 frames, utt_pad_proportion=0.1228, over 38.00 utterances.], tot_loss[loss=0.08221, over 1459047.58 frames. utt_duration=1284 frames, utt_pad_proportion=0.04814, over 4551.97 utterances.], batch size: 38, lr: 3.14e-04 2022-11-24 02:16:19,763 INFO [train.py:818] (3/4) Epoch 18, batch 1150, loss[loss=0.08622, over 7210.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005032, over 19.00 utterances.], tot_loss[loss=0.08217, over 1459607.06 frames. utt_duration=1298 frames, utt_pad_proportion=0.04295, over 4504.10 utterances.], batch size: 19, lr: 3.13e-04 2022-11-24 02:16:55,707 INFO [train.py:818] (3/4) Epoch 18, batch 1200, loss[loss=0.08566, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004732, over 19.00 utterances.], tot_loss[loss=0.08132, over 1461244.08 frames. utt_duration=1311 frames, utt_pad_proportion=0.04022, over 4463.74 utterances.], batch size: 19, lr: 3.13e-04 2022-11-24 02:17:31,720 INFO [train.py:818] (3/4) Epoch 18, batch 1250, loss[loss=0.07675, over 7156.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008478, over 17.00 utterances.], tot_loss[loss=0.08144, over 1462022.64 frames. utt_duration=1302 frames, utt_pad_proportion=0.04056, over 4498.27 utterances.], batch size: 17, lr: 3.13e-04 2022-11-24 02:18:08,080 INFO [train.py:818] (3/4) Epoch 18, batch 1300, loss[loss=0.08058, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01029, over 17.00 utterances.], tot_loss[loss=0.08144, over 1462939.57 frames. utt_duration=1315 frames, utt_pad_proportion=0.03647, over 4455.96 utterances.], batch size: 17, lr: 3.13e-04 2022-11-24 02:18:42,855 INFO [train.py:818] (3/4) Epoch 18, batch 1350, loss[loss=0.06778, over 7456.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006358, over 18.00 utterances.], tot_loss[loss=0.08194, over 1463731.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.03565, over 4482.06 utterances.], batch size: 18, lr: 3.13e-04 2022-11-24 02:19:18,661 INFO [train.py:818] (3/4) Epoch 18, batch 1400, loss[loss=0.0862, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.005528, over 18.00 utterances.], tot_loss[loss=0.0824, over 1463530.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.04643, over 4550.31 utterances.], batch size: 18, lr: 3.13e-04 2022-11-24 02:19:56,186 INFO [train.py:818] (3/4) Epoch 18, batch 1450, loss[loss=0.1005, over 7316.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03202, over 27.00 utterances.], tot_loss[loss=0.0828, over 1463727.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.049, over 4598.21 utterances.], batch size: 27, lr: 3.13e-04 2022-11-24 02:20:30,964 INFO [train.py:818] (3/4) Epoch 18, batch 1500, loss[loss=0.07613, over 7402.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004434, over 19.00 utterances.], tot_loss[loss=0.08214, over 1464729.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.04242, over 4514.54 utterances.], batch size: 19, lr: 3.13e-04 2022-11-24 02:21:09,300 INFO [train.py:818] (3/4) Epoch 18, batch 1550, loss[loss=0.09884, over 7202.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01724, over 24.00 utterances.], tot_loss[loss=0.08267, over 1465581.43 frames. utt_duration=1254 frames, utt_pad_proportion=0.05851, over 4680.18 utterances.], batch size: 24, lr: 3.13e-04 2022-11-24 02:21:45,744 INFO [train.py:818] (3/4) Epoch 18, batch 1600, loss[loss=0.07651, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007556, over 18.00 utterances.], tot_loss[loss=0.08242, over 1465236.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05464, over 4631.05 utterances.], batch size: 18, lr: 3.13e-04 2022-11-24 02:22:22,523 INFO [train.py:818] (3/4) Epoch 18, batch 1650, loss[loss=0.08675, over 7226.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03326, over 16.00 utterances.], tot_loss[loss=0.08283, over 1464003.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05364, over 4573.24 utterances.], batch size: 16, lr: 3.13e-04 2022-11-24 02:22:59,710 INFO [train.py:818] (3/4) Epoch 18, batch 1700, loss[loss=0.06379, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006101, over 19.00 utterances.], tot_loss[loss=0.08356, over 1463670.20 frames. utt_duration=1258 frames, utt_pad_proportion=0.05768, over 4658.53 utterances.], batch size: 19, lr: 3.13e-04 2022-11-24 02:23:35,403 INFO [train.py:818] (3/4) Epoch 18, batch 1750, loss[loss=0.04725, over 7106.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00514, over 18.00 utterances.], tot_loss[loss=0.08327, over 1463829.82 frames. utt_duration=1280 frames, utt_pad_proportion=0.05357, over 4580.28 utterances.], batch size: 18, lr: 3.13e-04 2022-11-24 02:24:11,537 INFO [train.py:818] (3/4) Epoch 18, batch 1800, loss[loss=0.08845, over 7464.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005753, over 21.00 utterances.], tot_loss[loss=0.08335, over 1464203.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.05701, over 4616.97 utterances.], batch size: 21, lr: 3.13e-04 2022-11-24 02:24:49,778 INFO [train.py:818] (3/4) Epoch 18, batch 1850, loss[loss=0.06702, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00493, over 18.00 utterances.], tot_loss[loss=0.08225, over 1464231.78 frames. utt_duration=1295 frames, utt_pad_proportion=0.04899, over 4528.01 utterances.], batch size: 18, lr: 3.13e-04 2022-11-24 02:25:24,831 INFO [train.py:818] (3/4) Epoch 18, batch 1900, loss[loss=0.1119, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01425, over 24.00 utterances.], tot_loss[loss=0.08187, over 1463594.81 frames. utt_duration=1313 frames, utt_pad_proportion=0.0427, over 4464.56 utterances.], batch size: 24, lr: 3.13e-04 2022-11-24 02:26:00,289 INFO [train.py:818] (3/4) Epoch 18, batch 1950, loss[loss=0.1188, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0113, over 24.00 utterances.], tot_loss[loss=0.08172, over 1463880.47 frames. utt_duration=1313 frames, utt_pad_proportion=0.04294, over 4463.48 utterances.], batch size: 24, lr: 3.13e-04 2022-11-24 02:26:38,045 INFO [train.py:818] (3/4) Epoch 18, batch 2000, loss[loss=0.1386, over 7229.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01551, over 24.00 utterances.], tot_loss[loss=0.08194, over 1465124.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.04757, over 4556.60 utterances.], batch size: 24, lr: 3.13e-04 2022-11-24 02:27:13,641 INFO [train.py:818] (3/4) Epoch 18, batch 2050, loss[loss=0.06966, over 7350.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008453, over 23.00 utterances.], tot_loss[loss=0.08073, over 1464780.67 frames. utt_duration=1301 frames, utt_pad_proportion=0.04368, over 4509.57 utterances.], batch size: 23, lr: 3.13e-04 2022-11-24 02:27:49,600 INFO [train.py:818] (3/4) Epoch 18, batch 2100, loss[loss=0.08126, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006029, over 20.00 utterances.], tot_loss[loss=0.07936, over 1463703.97 frames. utt_duration=1327 frames, utt_pad_proportion=0.03795, over 4416.24 utterances.], batch size: 20, lr: 3.12e-04 2022-11-24 02:28:27,709 INFO [train.py:818] (3/4) Epoch 18, batch 2150, loss[loss=0.07091, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007821, over 22.00 utterances.], tot_loss[loss=0.07965, over 1465101.92 frames. utt_duration=1346 frames, utt_pad_proportion=0.03324, over 4358.84 utterances.], batch size: 22, lr: 3.12e-04 2022-11-24 02:29:02,882 INFO [train.py:818] (3/4) Epoch 18, batch 2200, loss[loss=0.08812, over 7413.00 frames. utt_duration=425.1 frames, utt_pad_proportion=0.3336, over 70.00 utterances.], tot_loss[loss=0.07913, over 1466095.84 frames. utt_duration=1318 frames, utt_pad_proportion=0.03875, over 4453.08 utterances.], batch size: 70, lr: 3.12e-04 2022-11-24 02:29:38,659 INFO [train.py:818] (3/4) Epoch 18, batch 2250, loss[loss=0.05564, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005893, over 19.00 utterances.], tot_loss[loss=0.07832, over 1466336.52 frames. utt_duration=1337 frames, utt_pad_proportion=0.03432, over 4390.42 utterances.], batch size: 19, lr: 3.12e-04 2022-11-24 02:30:16,931 INFO [train.py:818] (3/4) Epoch 18, batch 2300, loss[loss=0.07158, over 7454.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01547, over 24.00 utterances.], tot_loss[loss=0.07953, over 1465651.99 frames. utt_duration=1288 frames, utt_pad_proportion=0.05124, over 4558.43 utterances.], batch size: 24, lr: 3.12e-04 2022-11-24 02:30:53,081 INFO [train.py:818] (3/4) Epoch 18, batch 2350, loss[loss=0.0606, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008771, over 17.00 utterances.], tot_loss[loss=0.07857, over 1466079.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05331, over 4588.77 utterances.], batch size: 17, lr: 3.12e-04 2022-11-24 02:31:29,364 INFO [train.py:818] (3/4) Epoch 18, batch 2400, loss[loss=0.08074, over 7169.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.006609, over 17.00 utterances.], tot_loss[loss=0.07896, over 1466269.84 frames. utt_duration=1281 frames, utt_pad_proportion=0.05361, over 4584.65 utterances.], batch size: 17, lr: 3.12e-04 2022-11-24 02:32:07,095 INFO [train.py:818] (3/4) Epoch 18, batch 2450, loss[loss=0.07069, over 7270.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.06173, over 16.00 utterances.], tot_loss[loss=0.07863, over 1465656.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04545, over 4517.72 utterances.], batch size: 16, lr: 3.12e-04 2022-11-24 02:32:43,242 INFO [train.py:818] (3/4) Epoch 18, batch 2500, loss[loss=0.1055, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007225, over 22.00 utterances.], tot_loss[loss=0.07983, over 1466041.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05706, over 4677.56 utterances.], batch size: 22, lr: 3.12e-04 2022-11-24 02:33:20,339 INFO [train.py:818] (3/4) Epoch 18, batch 2550, loss[loss=0.05962, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008067, over 18.00 utterances.], tot_loss[loss=0.07958, over 1466401.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.0573, over 4721.83 utterances.], batch size: 18, lr: 3.12e-04 2022-11-24 02:33:57,529 INFO [train.py:818] (3/4) Epoch 18, batch 2600, loss[loss=0.05471, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006691, over 19.00 utterances.], tot_loss[loss=0.08156, over 1467303.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06079, over 4739.67 utterances.], batch size: 19, lr: 3.12e-04 2022-11-24 02:34:34,544 INFO [train.py:818] (3/4) Epoch 18, batch 2650, loss[loss=0.09921, over 7192.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.005319, over 22.00 utterances.], tot_loss[loss=0.0806, over 1466151.80 frames. utt_duration=1263 frames, utt_pad_proportion=0.05602, over 4649.43 utterances.], batch size: 22, lr: 3.12e-04 2022-11-24 02:35:12,511 INFO [train.py:818] (3/4) Epoch 18, batch 2700, loss[loss=0.1142, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005698, over 21.00 utterances.], tot_loss[loss=0.08105, over 1465941.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.06432, over 4755.95 utterances.], batch size: 21, lr: 3.12e-04 2022-11-24 02:35:49,311 INFO [train.py:818] (3/4) Epoch 18, batch 2750, loss[loss=0.05581, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005069, over 20.00 utterances.], tot_loss[loss=0.08129, over 1465127.86 frames. utt_duration=1227 frames, utt_pad_proportion=0.06634, over 4783.16 utterances.], batch size: 20, lr: 3.12e-04 2022-11-24 02:36:25,166 INFO [train.py:818] (3/4) Epoch 18, batch 2800, loss[loss=0.04535, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009574, over 17.00 utterances.], tot_loss[loss=0.08054, over 1464828.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.05924, over 4719.11 utterances.], batch size: 17, lr: 3.12e-04 2022-11-24 02:37:03,865 INFO [train.py:818] (3/4) Epoch 18, batch 2850, loss[loss=0.1042, over 7215.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.01739, over 16.00 utterances.], tot_loss[loss=0.08149, over 1465504.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06394, over 4806.01 utterances.], batch size: 16, lr: 3.12e-04 2022-11-24 02:37:39,580 INFO [train.py:818] (3/4) Epoch 18, batch 2900, loss[loss=0.06679, over 7167.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009967, over 22.00 utterances.], tot_loss[loss=0.08082, over 1465123.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06101, over 4735.07 utterances.], batch size: 22, lr: 3.12e-04 2022-11-24 02:38:15,852 INFO [train.py:818] (3/4) Epoch 18, batch 2950, loss[loss=0.07122, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01354, over 24.00 utterances.], tot_loss[loss=0.0801, over 1466242.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05212, over 4613.29 utterances.], batch size: 24, lr: 3.12e-04 2022-11-24 02:38:53,928 INFO [train.py:818] (3/4) Epoch 18, batch 3000, loss[loss=0.06882, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005582, over 21.00 utterances.], tot_loss[loss=0.07943, over 1465736.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05498, over 4650.99 utterances.], batch size: 21, lr: 3.12e-04 2022-11-24 02:38:53,929 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 02:39:14,287 INFO [train.py:847] (3/4) Epoch 18, validation: loss=0.04976, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 02:39:50,974 INFO [train.py:818] (3/4) Epoch 18, batch 3050, loss[loss=0.07933, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.07973, over 1465203.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06061, over 4719.12 utterances.], batch size: 21, lr: 3.12e-04 2022-11-24 02:40:29,255 INFO [train.py:818] (3/4) Epoch 18, batch 3100, loss[loss=0.1085, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005379, over 20.00 utterances.], tot_loss[loss=0.08011, over 1465690.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06536, over 4761.12 utterances.], batch size: 20, lr: 3.11e-04 2022-11-24 02:41:04,968 INFO [train.py:818] (3/4) Epoch 18, batch 3150, loss[loss=0.1032, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02229, over 25.00 utterances.], tot_loss[loss=0.08047, over 1465657.03 frames. utt_duration=1249 frames, utt_pad_proportion=0.05949, over 4697.78 utterances.], batch size: 25, lr: 3.11e-04 2022-11-24 02:41:42,532 INFO [train.py:818] (3/4) Epoch 18, batch 3200, loss[loss=0.07407, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.08045, over 1465792.76 frames. utt_duration=1255 frames, utt_pad_proportion=0.05613, over 4675.66 utterances.], batch size: 20, lr: 3.11e-04 2022-11-24 02:42:21,260 INFO [train.py:818] (3/4) Epoch 18, batch 3250, loss[loss=0.0787, over 7476.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.0647, over 31.00 utterances.], tot_loss[loss=0.08118, over 1466862.96 frames. utt_duration=1226 frames, utt_pad_proportion=0.06527, over 4791.71 utterances.], batch size: 31, lr: 3.11e-04 2022-11-24 02:42:56,485 INFO [train.py:818] (3/4) Epoch 18, batch 3300, loss[loss=0.1274, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009185, over 23.00 utterances.], tot_loss[loss=0.08198, over 1466419.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06291, over 4784.58 utterances.], batch size: 23, lr: 3.11e-04 2022-11-24 02:43:34,569 INFO [train.py:818] (3/4) Epoch 18, batch 3350, loss[loss=0.0907, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007474, over 18.00 utterances.], tot_loss[loss=0.08052, over 1465595.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.06806, over 4804.65 utterances.], batch size: 18, lr: 3.11e-04 2022-11-24 02:44:10,837 INFO [train.py:818] (3/4) Epoch 18, batch 3400, loss[loss=0.07976, over 7185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.011, over 23.00 utterances.], tot_loss[loss=0.08054, over 1465158.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.06116, over 4681.63 utterances.], batch size: 23, lr: 3.11e-04 2022-11-24 02:44:47,112 INFO [train.py:818] (3/4) Epoch 18, batch 3450, loss[loss=0.07112, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007361, over 22.00 utterances.], tot_loss[loss=0.07959, over 1466144.98 frames. utt_duration=1261 frames, utt_pad_proportion=0.05951, over 4657.67 utterances.], batch size: 22, lr: 3.11e-04 2022-11-24 02:45:25,183 INFO [train.py:818] (3/4) Epoch 18, batch 3500, loss[loss=0.04949, over 7418.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.07909, over 1465925.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.05815, over 4634.12 utterances.], batch size: 22, lr: 3.11e-04 2022-11-24 02:46:01,233 INFO [train.py:818] (3/4) Epoch 18, batch 3550, loss[loss=0.06145, over 7406.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006996, over 22.00 utterances.], tot_loss[loss=0.07898, over 1465777.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05492, over 4607.93 utterances.], batch size: 22, lr: 3.11e-04 2022-11-24 02:46:36,371 INFO [train.py:818] (3/4) Epoch 18, batch 3600, loss[loss=0.09687, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004711, over 21.00 utterances.], tot_loss[loss=0.07975, over 1465236.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05218, over 4633.20 utterances.], batch size: 21, lr: 3.11e-04 2022-11-24 02:47:15,225 INFO [train.py:818] (3/4) Epoch 18, batch 3650, loss[loss=0.1385, over 7357.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.2594, over 62.00 utterances.], tot_loss[loss=0.07938, over 1465361.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05243, over 4616.18 utterances.], batch size: 62, lr: 3.11e-04 2022-11-24 02:47:50,542 INFO [train.py:818] (3/4) Epoch 18, batch 3700, loss[loss=0.08391, over 7460.00 frames. utt_duration=766.6 frames, utt_pad_proportion=0.1298, over 39.00 utterances.], tot_loss[loss=0.0791, over 1466115.97 frames. utt_duration=1276 frames, utt_pad_proportion=0.05104, over 4603.20 utterances.], batch size: 39, lr: 3.11e-04 2022-11-24 02:48:27,049 INFO [train.py:818] (3/4) Epoch 18, batch 3750, loss[loss=0.07671, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02432, over 25.00 utterances.], tot_loss[loss=0.07931, over 1466110.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.05955, over 4719.15 utterances.], batch size: 25, lr: 3.11e-04 2022-11-24 02:49:04,269 INFO [train.py:818] (3/4) Epoch 18, batch 3800, loss[loss=0.051, over 7304.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008881, over 18.00 utterances.], tot_loss[loss=0.07746, over 1465762.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.05049, over 4571.41 utterances.], batch size: 18, lr: 3.11e-04 2022-11-24 02:49:40,356 INFO [train.py:818] (3/4) Epoch 18, batch 3850, loss[loss=0.06479, over 7250.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03443, over 16.00 utterances.], tot_loss[loss=0.07812, over 1465553.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.04713, over 4520.99 utterances.], batch size: 16, lr: 3.11e-04 2022-11-24 02:50:16,263 INFO [train.py:818] (3/4) Epoch 18, batch 3900, loss[loss=0.08652, over 7251.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.01889, over 25.00 utterances.], tot_loss[loss=0.07891, over 1465555.40 frames. utt_duration=1311 frames, utt_pad_proportion=0.04462, over 4477.03 utterances.], batch size: 25, lr: 3.11e-04 2022-11-24 02:50:53,093 INFO [train.py:818] (3/4) Epoch 18, batch 3950, loss[loss=0.05399, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005514, over 18.00 utterances.], tot_loss[loss=0.07745, over 1465020.19 frames. utt_duration=1332 frames, utt_pad_proportion=0.03901, over 4403.22 utterances.], batch size: 18, lr: 3.11e-04 2022-11-24 02:51:28,902 INFO [train.py:818] (3/4) Epoch 18, batch 4000, loss[loss=0.07125, over 7380.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007456, over 19.00 utterances.], tot_loss[loss=0.07798, over 1465432.39 frames. utt_duration=1325 frames, utt_pad_proportion=0.03961, over 4430.49 utterances.], batch size: 19, lr: 3.11e-04 2022-11-24 02:52:05,987 INFO [train.py:818] (3/4) Epoch 18, batch 4050, loss[loss=0.106, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005948, over 20.00 utterances.], tot_loss[loss=0.07844, over 1465136.13 frames. utt_duration=1294 frames, utt_pad_proportion=0.04785, over 4535.12 utterances.], batch size: 20, lr: 3.11e-04 2022-11-24 02:52:43,933 INFO [train.py:818] (3/4) Epoch 18, batch 4100, loss[loss=0.0885, over 7375.00 frames. utt_duration=953.1 frames, utt_pad_proportion=0.07283, over 31.00 utterances.], tot_loss[loss=0.07949, over 1465085.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.0527, over 4590.87 utterances.], batch size: 31, lr: 3.10e-04 2022-11-24 02:53:19,537 INFO [train.py:818] (3/4) Epoch 18, batch 4150, loss[loss=0.07367, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 21.00 utterances.], tot_loss[loss=0.08103, over 1464270.48 frames. utt_duration=1283 frames, utt_pad_proportion=0.04616, over 4570.29 utterances.], batch size: 21, lr: 3.10e-04 2022-11-24 02:53:56,709 INFO [train.py:818] (3/4) Epoch 18, batch 4200, loss[loss=0.07929, over 7312.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009076, over 17.00 utterances.], tot_loss[loss=0.08257, over 1464133.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.04881, over 4586.13 utterances.], batch size: 17, lr: 3.10e-04 2022-11-24 02:54:34,048 INFO [train.py:818] (3/4) Epoch 18, batch 4250, loss[loss=0.06789, over 7341.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009632, over 23.00 utterances.], tot_loss[loss=0.08488, over 1465076.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06304, over 4711.15 utterances.], batch size: 23, lr: 3.10e-04 2022-11-24 02:55:09,749 INFO [train.py:818] (3/4) Epoch 18, batch 4300, loss[loss=0.08054, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004226, over 20.00 utterances.], tot_loss[loss=0.08605, over 1464244.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06541, over 4727.39 utterances.], batch size: 20, lr: 3.10e-04 2022-11-24 02:55:47,822 INFO [train.py:818] (3/4) Epoch 18, batch 4350, loss[loss=0.08307, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006472, over 21.00 utterances.], tot_loss[loss=0.08825, over 1464704.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.0649, over 4740.38 utterances.], batch size: 21, lr: 3.10e-04 2022-11-24 02:56:23,897 INFO [train.py:818] (3/4) Epoch 18, batch 4400, loss[loss=0.1447, over 7357.00 frames. utt_duration=421.8 frames, utt_pad_proportion=0.3429, over 70.00 utterances.], tot_loss[loss=0.09058, over 1464841.02 frames. utt_duration=1234 frames, utt_pad_proportion=0.06469, over 4755.66 utterances.], batch size: 70, lr: 3.10e-04 2022-11-24 02:57:00,042 INFO [train.py:818] (3/4) Epoch 18, batch 4450, loss[loss=0.08558, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006212, over 19.00 utterances.], tot_loss[loss=0.09158, over 1465194.96 frames. utt_duration=1227 frames, utt_pad_proportion=0.06728, over 4782.52 utterances.], batch size: 19, lr: 3.10e-04 2022-11-24 02:57:37,808 INFO [train.py:818] (3/4) Epoch 18, batch 4500, loss[loss=0.1025, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008497, over 23.00 utterances.], tot_loss[loss=0.09067, over 1465463.74 frames. utt_duration=1266 frames, utt_pad_proportion=0.05712, over 4634.05 utterances.], batch size: 23, lr: 3.10e-04 2022-11-24 02:58:14,302 INFO [train.py:818] (3/4) Epoch 18, batch 4550, loss[loss=0.1013, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005529, over 21.00 utterances.], tot_loss[loss=0.09129, over 1464996.82 frames. utt_duration=1266 frames, utt_pad_proportion=0.0584, over 4633.26 utterances.], batch size: 21, lr: 3.10e-04 2022-11-24 02:58:51,628 INFO [train.py:818] (3/4) Epoch 18, batch 4600, loss[loss=0.109, over 7251.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01819, over 25.00 utterances.], tot_loss[loss=0.09281, over 1464555.42 frames. utt_duration=1258 frames, utt_pad_proportion=0.06261, over 4660.61 utterances.], batch size: 25, lr: 3.10e-04 2022-11-24 02:59:29,437 INFO [train.py:818] (3/4) Epoch 18, batch 4650, loss[loss=0.06161, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009616, over 17.00 utterances.], tot_loss[loss=0.09449, over 1463345.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.06235, over 4637.76 utterances.], batch size: 17, lr: 3.10e-04 2022-11-24 03:00:04,946 INFO [train.py:818] (3/4) Epoch 18, batch 4700, loss[loss=0.09839, over 7463.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.06736, over 31.00 utterances.], tot_loss[loss=0.09367, over 1463556.53 frames. utt_duration=1282 frames, utt_pad_proportion=0.05699, over 4570.16 utterances.], batch size: 31, lr: 3.10e-04 2022-11-24 03:00:42,149 INFO [train.py:818] (3/4) Epoch 18, batch 4750, loss[loss=0.07197, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005307, over 18.00 utterances.], tot_loss[loss=0.09532, over 1464229.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.06233, over 4663.55 utterances.], batch size: 18, lr: 3.10e-04 2022-11-24 03:01:18,973 INFO [train.py:818] (3/4) Epoch 18, batch 4800, loss[loss=0.1032, over 7355.00 frames. utt_duration=756 frames, utt_pad_proportion=0.1419, over 39.00 utterances.], tot_loss[loss=0.09643, over 1464636.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.06186, over 4645.34 utterances.], batch size: 39, lr: 3.10e-04 2022-11-24 03:01:55,829 INFO [train.py:818] (3/4) Epoch 18, batch 4850, loss[loss=0.1086, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007626, over 22.00 utterances.], tot_loss[loss=0.09632, over 1464751.20 frames. utt_duration=1271 frames, utt_pad_proportion=0.05979, over 4614.84 utterances.], batch size: 22, lr: 3.10e-04 2022-11-24 03:02:32,931 INFO [train.py:818] (3/4) Epoch 18, batch 4900, loss[loss=0.09339, over 7359.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007544, over 23.00 utterances.], tot_loss[loss=0.09645, over 1464085.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05924, over 4611.41 utterances.], batch size: 23, lr: 3.10e-04 2022-11-24 03:03:10,268 INFO [train.py:818] (3/4) Epoch 18, batch 4950, loss[loss=0.1198, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006943, over 20.00 utterances.], tot_loss[loss=0.09612, over 1463646.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.05617, over 4596.25 utterances.], batch size: 20, lr: 3.10e-04 2022-11-24 03:03:45,898 INFO [train.py:818] (3/4) Epoch 18, batch 5000, loss[loss=0.09306, over 7187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01096, over 23.00 utterances.], tot_loss[loss=0.09641, over 1463128.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05827, over 4632.10 utterances.], batch size: 23, lr: 3.10e-04 2022-11-24 03:04:24,162 INFO [train.py:818] (3/4) Epoch 18, batch 5050, loss[loss=0.1012, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.004718, over 20.00 utterances.], tot_loss[loss=0.09563, over 1463406.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.06306, over 4682.77 utterances.], batch size: 20, lr: 3.10e-04 2022-11-24 03:05:02,151 INFO [train.py:818] (3/4) Epoch 18, batch 5100, loss[loss=0.1416, over 7334.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.005522, over 18.00 utterances.], tot_loss[loss=0.09608, over 1463077.34 frames. utt_duration=1257 frames, utt_pad_proportion=0.05869, over 4662.06 utterances.], batch size: 18, lr: 3.09e-04 2022-11-24 03:05:38,585 INFO [train.py:818] (3/4) Epoch 18, batch 5150, loss[loss=0.1133, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.0064, over 19.00 utterances.], tot_loss[loss=0.09701, over 1463859.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05679, over 4682.37 utterances.], batch size: 19, lr: 3.09e-04 2022-11-24 03:06:16,572 INFO [train.py:818] (3/4) Epoch 18, batch 5200, loss[loss=0.06643, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007288, over 18.00 utterances.], tot_loss[loss=0.09657, over 1463834.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.04907, over 4591.55 utterances.], batch size: 18, lr: 3.09e-04 2022-11-24 03:06:53,525 INFO [train.py:818] (3/4) Epoch 18, batch 5250, loss[loss=0.08956, over 7429.00 frames. utt_duration=960 frames, utt_pad_proportion=0.07064, over 31.00 utterances.], tot_loss[loss=0.09663, over 1465118.37 frames. utt_duration=1269 frames, utt_pad_proportion=0.04979, over 4623.74 utterances.], batch size: 31, lr: 3.09e-04 2022-11-24 03:07:29,396 INFO [train.py:818] (3/4) Epoch 18, batch 5300, loss[loss=0.07768, over 7488.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02246, over 26.00 utterances.], tot_loss[loss=0.09637, over 1465269.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.04453, over 4584.04 utterances.], batch size: 26, lr: 3.09e-04 2022-11-24 03:08:07,665 INFO [train.py:818] (3/4) Epoch 18, batch 5350, loss[loss=0.08396, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006272, over 18.00 utterances.], tot_loss[loss=0.09848, over 1464732.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.05706, over 4720.87 utterances.], batch size: 18, lr: 3.09e-04 2022-11-24 03:08:43,814 INFO [train.py:818] (3/4) Epoch 18, batch 5400, loss[loss=0.09764, over 7481.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.00442, over 21.00 utterances.], tot_loss[loss=0.09886, over 1465437.76 frames. utt_duration=1218 frames, utt_pad_proportion=0.06684, over 4819.29 utterances.], batch size: 21, lr: 3.09e-04 2022-11-24 03:09:20,241 INFO [train.py:818] (3/4) Epoch 18, batch 5450, loss[loss=0.1401, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00887, over 18.00 utterances.], tot_loss[loss=0.09876, over 1465433.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06211, over 4757.46 utterances.], batch size: 18, lr: 3.09e-04 2022-11-24 03:09:56,946 INFO [train.py:818] (3/4) Epoch 18, batch 5500, loss[loss=0.09169, over 7433.00 frames. utt_duration=763.9 frames, utt_pad_proportion=0.1259, over 39.00 utterances.], tot_loss[loss=0.09898, over 1465605.82 frames. utt_duration=1221 frames, utt_pad_proportion=0.06524, over 4806.99 utterances.], batch size: 39, lr: 3.09e-04 2022-11-24 03:10:32,914 INFO [train.py:818] (3/4) Epoch 18, batch 5550, loss[loss=0.1031, over 7249.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.03727, over 27.00 utterances.], tot_loss[loss=0.09833, over 1465619.18 frames. utt_duration=1224 frames, utt_pad_proportion=0.06433, over 4795.23 utterances.], batch size: 27, lr: 3.09e-04 2022-11-24 03:11:10,877 INFO [train.py:818] (3/4) Epoch 18, batch 5600, loss[loss=0.1017, over 7256.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01217, over 24.00 utterances.], tot_loss[loss=0.09727, over 1466487.53 frames. utt_duration=1205 frames, utt_pad_proportion=0.06773, over 4873.33 utterances.], batch size: 24, lr: 3.09e-04 2022-11-24 03:11:48,633 INFO [train.py:818] (3/4) Epoch 18, batch 5650, loss[loss=0.0908, over 7303.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.0337, over 27.00 utterances.], tot_loss[loss=0.09801, over 1466269.38 frames. utt_duration=1189 frames, utt_pad_proportion=0.07457, over 4937.55 utterances.], batch size: 27, lr: 3.09e-04 2022-11-24 03:12:25,203 INFO [train.py:818] (3/4) Epoch 18, batch 5700, loss[loss=0.06174, over 7211.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.03038, over 16.00 utterances.], tot_loss[loss=0.09625, over 1465582.09 frames. utt_duration=1231 frames, utt_pad_proportion=0.06477, over 4768.28 utterances.], batch size: 16, lr: 3.09e-04 2022-11-24 03:13:03,380 INFO [train.py:818] (3/4) Epoch 18, batch 5750, loss[loss=0.1604, over 7220.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02324, over 25.00 utterances.], tot_loss[loss=0.09766, over 1465487.97 frames. utt_duration=1222 frames, utt_pad_proportion=0.06541, over 4801.85 utterances.], batch size: 25, lr: 3.09e-04 2022-11-24 03:13:39,173 INFO [train.py:818] (3/4) Epoch 18, batch 5800, loss[loss=0.1028, over 7358.00 frames. utt_duration=756.2 frames, utt_pad_proportion=0.1387, over 39.00 utterances.], tot_loss[loss=0.09768, over 1465601.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06085, over 4753.86 utterances.], batch size: 39, lr: 3.09e-04 2022-11-24 03:14:15,839 INFO [train.py:818] (3/4) Epoch 18, batch 5850, loss[loss=0.0788, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.09774, over 1465317.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06116, over 4744.30 utterances.], batch size: 21, lr: 3.09e-04 2022-11-24 03:14:54,476 INFO [train.py:818] (3/4) Epoch 18, batch 5900, loss[loss=0.08955, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005421, over 18.00 utterances.], tot_loss[loss=0.09811, over 1464978.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06301, over 4765.55 utterances.], batch size: 18, lr: 3.09e-04 2022-11-24 03:15:30,607 INFO [train.py:818] (3/4) Epoch 18, batch 5950, loss[loss=0.1001, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005773, over 20.00 utterances.], tot_loss[loss=0.09843, over 1465245.39 frames. utt_duration=1230 frames, utt_pad_proportion=0.06435, over 4770.51 utterances.], batch size: 20, lr: 3.09e-04 2022-11-24 03:16:07,285 INFO [train.py:818] (3/4) Epoch 18, batch 6000, loss[loss=0.1437, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005346, over 20.00 utterances.], tot_loss[loss=0.09927, over 1465079.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.06494, over 4800.86 utterances.], batch size: 20, lr: 3.09e-04 2022-11-24 03:16:07,285 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 03:16:27,468 INFO [train.py:847] (3/4) Epoch 18, validation: loss=0.04661, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 03:17:04,270 INFO [train.py:818] (3/4) Epoch 18, batch 6050, loss[loss=0.08691, over 7389.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.003636, over 20.00 utterances.], tot_loss[loss=0.09876, over 1465753.76 frames. utt_duration=1243 frames, utt_pad_proportion=0.06048, over 4722.98 utterances.], batch size: 20, lr: 3.09e-04 2022-11-24 03:17:42,958 INFO [train.py:818] (3/4) Epoch 18, batch 6100, loss[loss=0.1544, over 7453.00 frames. utt_duration=388.6 frames, utt_pad_proportion=0.3909, over 77.00 utterances.], tot_loss[loss=0.0994, over 1466500.75 frames. utt_duration=1195 frames, utt_pad_proportion=0.07701, over 4915.21 utterances.], batch size: 77, lr: 3.08e-04 2022-11-24 03:18:20,314 INFO [train.py:818] (3/4) Epoch 18, batch 6150, loss[loss=0.1008, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005448, over 20.00 utterances.], tot_loss[loss=0.09939, over 1466626.44 frames. utt_duration=1188 frames, utt_pad_proportion=0.0757, over 4945.74 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:18:56,502 INFO [train.py:818] (3/4) Epoch 18, batch 6200, loss[loss=0.08296, over 7376.00 frames. utt_duration=758.1 frames, utt_pad_proportion=0.1356, over 39.00 utterances.], tot_loss[loss=0.1008, over 1467772.73 frames. utt_duration=1193 frames, utt_pad_proportion=0.07287, over 4926.33 utterances.], batch size: 39, lr: 3.08e-04 2022-11-24 03:19:34,096 INFO [train.py:818] (3/4) Epoch 18, batch 6250, loss[loss=0.1239, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01156, over 24.00 utterances.], tot_loss[loss=0.1007, over 1466374.46 frames. utt_duration=1208 frames, utt_pad_proportion=0.06855, over 4862.78 utterances.], batch size: 24, lr: 3.08e-04 2022-11-24 03:20:11,121 INFO [train.py:818] (3/4) Epoch 18, batch 6300, loss[loss=0.08679, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006998, over 22.00 utterances.], tot_loss[loss=0.09953, over 1465273.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.05994, over 4770.14 utterances.], batch size: 22, lr: 3.08e-04 2022-11-24 03:20:47,384 INFO [train.py:818] (3/4) Epoch 18, batch 6350, loss[loss=0.05751, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007065, over 18.00 utterances.], tot_loss[loss=0.09786, over 1464940.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05402, over 4666.18 utterances.], batch size: 18, lr: 3.08e-04 2022-11-24 03:21:25,639 INFO [train.py:818] (3/4) Epoch 18, batch 6400, loss[loss=0.08698, over 7480.00 frames. utt_duration=1575 frames, utt_pad_proportion=0.007888, over 19.00 utterances.], tot_loss[loss=0.09963, over 1466624.74 frames. utt_duration=1212 frames, utt_pad_proportion=0.06911, over 4844.47 utterances.], batch size: 19, lr: 3.08e-04 2022-11-24 03:22:03,861 INFO [train.py:818] (3/4) Epoch 18, batch 6450, loss[loss=0.09659, over 7363.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.006269, over 23.00 utterances.], tot_loss[loss=0.09979, over 1466613.60 frames. utt_duration=1194 frames, utt_pad_proportion=0.07734, over 4918.74 utterances.], batch size: 23, lr: 3.08e-04 2022-11-24 03:22:41,047 INFO [train.py:818] (3/4) Epoch 18, batch 6500, loss[loss=0.1134, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008921, over 18.00 utterances.], tot_loss[loss=0.09972, over 1466845.87 frames. utt_duration=1197 frames, utt_pad_proportion=0.07694, over 4909.24 utterances.], batch size: 18, lr: 3.08e-04 2022-11-24 03:23:19,258 INFO [train.py:818] (3/4) Epoch 18, batch 6550, loss[loss=0.08513, over 7265.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.06083, over 30.00 utterances.], tot_loss[loss=0.09889, over 1466975.82 frames. utt_duration=1183 frames, utt_pad_proportion=0.07857, over 4965.85 utterances.], batch size: 30, lr: 3.08e-04 2022-11-24 03:23:55,827 INFO [train.py:818] (3/4) Epoch 18, batch 6600, loss[loss=0.06436, over 7381.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007389, over 19.00 utterances.], tot_loss[loss=0.09861, over 1466555.79 frames. utt_duration=1193 frames, utt_pad_proportion=0.07397, over 4921.67 utterances.], batch size: 19, lr: 3.08e-04 2022-11-24 03:24:32,990 INFO [train.py:818] (3/4) Epoch 18, batch 6650, loss[loss=0.08474, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.09788, over 1466242.44 frames. utt_duration=1213 frames, utt_pad_proportion=0.06675, over 4841.79 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:25:09,912 INFO [train.py:818] (3/4) Epoch 18, batch 6700, loss[loss=0.09203, over 7484.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005574, over 20.00 utterances.], tot_loss[loss=0.09755, over 1466480.41 frames. utt_duration=1228 frames, utt_pad_proportion=0.0644, over 4780.86 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:25:46,650 INFO [train.py:818] (3/4) Epoch 18, batch 6750, loss[loss=0.09395, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005279, over 20.00 utterances.], tot_loss[loss=0.09727, over 1467612.98 frames. utt_duration=1234 frames, utt_pad_proportion=0.06288, over 4761.71 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:26:25,581 INFO [train.py:818] (3/4) Epoch 18, batch 6800, loss[loss=0.07127, over 7288.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007451, over 19.00 utterances.], tot_loss[loss=0.09665, over 1467220.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.06321, over 4750.65 utterances.], batch size: 19, lr: 3.08e-04 2022-11-24 03:27:01,328 INFO [train.py:818] (3/4) Epoch 18, batch 6850, loss[loss=0.09942, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004637, over 20.00 utterances.], tot_loss[loss=0.09821, over 1466874.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.0554, over 4683.75 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:27:38,244 INFO [train.py:818] (3/4) Epoch 18, batch 6900, loss[loss=0.07578, over 7198.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005724, over 20.00 utterances.], tot_loss[loss=0.0976, over 1466224.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05327, over 4639.87 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:28:16,783 INFO [train.py:818] (3/4) Epoch 18, batch 6950, loss[loss=0.09858, over 7333.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03127, over 27.00 utterances.], tot_loss[loss=0.09896, over 1465005.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.0584, over 4687.02 utterances.], batch size: 27, lr: 3.08e-04 2022-11-24 03:28:52,725 INFO [train.py:818] (3/4) Epoch 18, batch 7000, loss[loss=0.08997, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.004751, over 20.00 utterances.], tot_loss[loss=0.09816, over 1465509.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.05825, over 4701.97 utterances.], batch size: 20, lr: 3.08e-04 2022-11-24 03:29:29,920 INFO [train.py:818] (3/4) Epoch 18, batch 7050, loss[loss=0.07165, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005686, over 21.00 utterances.], tot_loss[loss=0.09875, over 1465080.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.05812, over 4725.41 utterances.], batch size: 21, lr: 3.08e-04 2022-11-24 03:30:07,158 INFO [train.py:818] (3/4) Epoch 18, batch 7100, loss[loss=0.09977, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005246, over 19.00 utterances.], tot_loss[loss=0.09838, over 1465580.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06135, over 4797.65 utterances.], batch size: 19, lr: 3.08e-04 2022-11-24 03:30:43,956 INFO [train.py:818] (3/4) Epoch 18, batch 7150, loss[loss=0.1025, over 7424.00 frames. utt_duration=743.9 frames, utt_pad_proportion=0.1459, over 40.00 utterances.], tot_loss[loss=0.09821, over 1465648.07 frames. utt_duration=1184 frames, utt_pad_proportion=0.07373, over 4956.40 utterances.], batch size: 40, lr: 3.07e-04 2022-11-24 03:31:21,598 INFO [train.py:818] (3/4) Epoch 18, batch 7200, loss[loss=0.06887, over 7283.00 frames. utt_duration=1715 frames, utt_pad_proportion=0.01153, over 17.00 utterances.], tot_loss[loss=0.09991, over 1466305.12 frames. utt_duration=1176 frames, utt_pad_proportion=0.07734, over 4994.72 utterances.], batch size: 17, lr: 3.07e-04 2022-11-24 03:32:00,970 INFO [train.py:818] (3/4) Epoch 18, batch 7250, loss[loss=0.1508, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005178, over 18.00 utterances.], tot_loss[loss=0.09878, over 1465996.53 frames. utt_duration=1179 frames, utt_pad_proportion=0.08033, over 4978.19 utterances.], batch size: 18, lr: 3.07e-04 2022-11-24 03:32:36,440 INFO [train.py:818] (3/4) Epoch 18, batch 7300, loss[loss=0.07615, over 7199.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02526, over 25.00 utterances.], tot_loss[loss=0.09788, over 1465717.13 frames. utt_duration=1197 frames, utt_pad_proportion=0.07322, over 4903.81 utterances.], batch size: 25, lr: 3.07e-04 2022-11-24 03:33:14,599 INFO [train.py:818] (3/4) Epoch 18, batch 7350, loss[loss=0.07031, over 7304.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.1412, over 39.00 utterances.], tot_loss[loss=0.09882, over 1466187.66 frames. utt_duration=1173 frames, utt_pad_proportion=0.08124, over 5006.30 utterances.], batch size: 39, lr: 3.07e-04 2022-11-24 03:33:51,126 INFO [train.py:818] (3/4) Epoch 18, batch 7400, loss[loss=0.09551, over 7477.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01416, over 24.00 utterances.], tot_loss[loss=0.09965, over 1466451.08 frames. utt_duration=1174 frames, utt_pad_proportion=0.07936, over 5001.73 utterances.], batch size: 24, lr: 3.07e-04 2022-11-24 03:34:27,877 INFO [train.py:818] (3/4) Epoch 18, batch 7450, loss[loss=0.08252, over 7424.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.06562, over 31.00 utterances.], tot_loss[loss=0.09876, over 1466185.51 frames. utt_duration=1182 frames, utt_pad_proportion=0.07589, over 4966.00 utterances.], batch size: 31, lr: 3.07e-04 2022-11-24 03:35:06,431 INFO [train.py:818] (3/4) Epoch 18, batch 7500, loss[loss=0.1069, over 7097.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 18.00 utterances.], tot_loss[loss=0.09814, over 1465947.87 frames. utt_duration=1185 frames, utt_pad_proportion=0.07365, over 4952.92 utterances.], batch size: 18, lr: 3.07e-04 2022-11-24 03:35:42,493 INFO [train.py:818] (3/4) Epoch 18, batch 7550, loss[loss=0.112, over 7397.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006176, over 19.00 utterances.], tot_loss[loss=0.09659, over 1465509.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06302, over 4763.39 utterances.], batch size: 19, lr: 3.07e-04 2022-11-24 03:36:19,216 INFO [train.py:818] (3/4) Epoch 18, batch 7600, loss[loss=0.1208, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007892, over 18.00 utterances.], tot_loss[loss=0.09703, over 1463791.52 frames. utt_duration=1237 frames, utt_pad_proportion=0.06571, over 4739.80 utterances.], batch size: 18, lr: 3.07e-04 2022-11-24 03:36:58,058 INFO [train.py:818] (3/4) Epoch 18, batch 7650, loss[loss=0.1225, over 7436.00 frames. utt_duration=1146 frames, utt_pad_proportion=0.03242, over 26.00 utterances.], tot_loss[loss=0.09841, over 1465551.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.06386, over 4731.44 utterances.], batch size: 26, lr: 3.07e-04 2022-11-24 03:37:34,250 INFO [train.py:818] (3/4) Epoch 18, batch 7700, loss[loss=0.06646, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.003081, over 18.00 utterances.], tot_loss[loss=0.09816, over 1464800.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05818, over 4652.57 utterances.], batch size: 18, lr: 3.07e-04 2022-11-24 03:38:11,804 INFO [train.py:818] (3/4) Epoch 18, batch 7750, loss[loss=0.08934, over 7317.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008128, over 17.00 utterances.], tot_loss[loss=0.0985, over 1464531.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.05493, over 4632.04 utterances.], batch size: 17, lr: 3.07e-04 2022-11-24 03:38:50,613 INFO [train.py:818] (3/4) Epoch 18, batch 7800, loss[loss=0.1617, over 7406.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.3467, over 71.00 utterances.], tot_loss[loss=0.09866, over 1464969.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.07463, over 4891.30 utterances.], batch size: 71, lr: 3.07e-04 2022-11-24 03:39:28,212 INFO [train.py:818] (3/4) Epoch 18, batch 7850, loss[loss=0.07579, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008561, over 23.00 utterances.], tot_loss[loss=0.0983, over 1465741.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.0647, over 4779.44 utterances.], batch size: 23, lr: 3.07e-04 2022-11-24 03:40:05,819 INFO [train.py:818] (3/4) Epoch 18, batch 7900, loss[loss=0.08105, over 7306.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03437, over 27.00 utterances.], tot_loss[loss=0.09646, over 1465512.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.05661, over 4703.76 utterances.], batch size: 27, lr: 3.07e-04 2022-11-24 03:40:43,221 INFO [train.py:818] (3/4) Epoch 18, batch 7950, loss[loss=0.05274, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006761, over 22.00 utterances.], tot_loss[loss=0.09744, over 1466389.80 frames. utt_duration=1198 frames, utt_pad_proportion=0.07296, over 4902.14 utterances.], batch size: 22, lr: 3.07e-04 2022-11-24 03:41:19,749 INFO [train.py:818] (3/4) Epoch 18, batch 8000, loss[loss=0.108, over 7207.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.006096, over 18.00 utterances.], tot_loss[loss=0.09639, over 1465426.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.06703, over 4839.68 utterances.], batch size: 18, lr: 3.07e-04 2022-11-24 03:41:58,195 INFO [train.py:818] (3/4) Epoch 18, batch 8050, loss[loss=0.09695, over 7330.00 frames. utt_duration=947.3 frames, utt_pad_proportion=0.07488, over 31.00 utterances.], tot_loss[loss=0.09689, over 1465895.38 frames. utt_duration=1183 frames, utt_pad_proportion=0.07738, over 4962.46 utterances.], batch size: 31, lr: 3.07e-04 2022-11-24 03:42:34,583 INFO [train.py:818] (3/4) Epoch 18, batch 8100, loss[loss=0.1, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005875, over 21.00 utterances.], tot_loss[loss=0.09706, over 1465501.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.06935, over 4860.06 utterances.], batch size: 21, lr: 3.07e-04 2022-11-24 03:43:12,369 INFO [train.py:818] (3/4) Epoch 18, batch 8150, loss[loss=0.06917, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007044, over 21.00 utterances.], tot_loss[loss=0.09701, over 1464746.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06783, over 4801.71 utterances.], batch size: 21, lr: 3.07e-04 2022-11-24 03:43:49,378 INFO [train.py:818] (3/4) Epoch 18, batch 8200, loss[loss=0.109, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005759, over 20.00 utterances.], tot_loss[loss=0.09726, over 1465750.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.06512, over 4755.79 utterances.], batch size: 20, lr: 3.06e-04 2022-11-24 03:44:26,320 INFO [train.py:818] (3/4) Epoch 18, batch 8250, loss[loss=0.1473, over 7327.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01109, over 23.00 utterances.], tot_loss[loss=0.09696, over 1466134.74 frames. utt_duration=1230 frames, utt_pad_proportion=0.06912, over 4775.02 utterances.], batch size: 23, lr: 3.06e-04 2022-11-24 03:45:04,583 INFO [train.py:818] (3/4) Epoch 18, batch 8300, loss[loss=0.08012, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.007986, over 17.00 utterances.], tot_loss[loss=0.09703, over 1466309.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.065, over 4752.21 utterances.], batch size: 17, lr: 3.06e-04 2022-11-24 03:45:41,278 INFO [train.py:818] (3/4) Epoch 18, batch 8350, loss[loss=0.1668, over 7206.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004898, over 19.00 utterances.], tot_loss[loss=0.09761, over 1466140.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.06009, over 4714.29 utterances.], batch size: 19, lr: 3.06e-04 2022-11-24 03:46:17,995 INFO [train.py:818] (3/4) Epoch 18, batch 8400, loss[loss=0.09702, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006591, over 21.00 utterances.], tot_loss[loss=0.09674, over 1465336.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.05546, over 4643.14 utterances.], batch size: 21, lr: 3.06e-04 2022-11-24 03:46:56,640 INFO [train.py:818] (3/4) Epoch 18, batch 8450, loss[loss=0.05666, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00657, over 19.00 utterances.], tot_loss[loss=0.09696, over 1465857.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05467, over 4633.13 utterances.], batch size: 19, lr: 3.06e-04 2022-11-24 03:47:33,632 INFO [train.py:818] (3/4) Epoch 18, batch 8500, loss[loss=0.103, over 7421.00 frames. utt_duration=782.6 frames, utt_pad_proportion=0.1076, over 38.00 utterances.], tot_loss[loss=0.09685, over 1465375.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06504, over 4749.76 utterances.], batch size: 38, lr: 3.06e-04 2022-11-24 03:48:10,580 INFO [train.py:818] (3/4) Epoch 18, batch 8550, loss[loss=0.1357, over 7241.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01494, over 24.00 utterances.], tot_loss[loss=0.09708, over 1465674.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06775, over 4774.07 utterances.], batch size: 24, lr: 3.06e-04 2022-11-24 03:48:48,337 INFO [train.py:818] (3/4) Epoch 18, batch 8600, loss[loss=0.144, over 7338.00 frames. utt_duration=426.8 frames, utt_pad_proportion=0.3204, over 69.00 utterances.], tot_loss[loss=0.09556, over 1466029.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06645, over 4778.66 utterances.], batch size: 69, lr: 3.06e-04 2022-11-24 03:49:25,395 INFO [train.py:818] (3/4) Epoch 18, batch 8650, loss[loss=0.08686, over 7321.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03202, over 27.00 utterances.], tot_loss[loss=0.09509, over 1464961.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05621, over 4636.67 utterances.], batch size: 27, lr: 3.06e-04 2022-11-24 03:50:00,927 INFO [train.py:818] (3/4) Epoch 18, batch 8700, loss[loss=0.0875, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004179, over 19.00 utterances.], tot_loss[loss=0.09527, over 1465478.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.0625, over 4734.11 utterances.], batch size: 19, lr: 3.06e-04 2022-11-24 03:50:36,879 INFO [train.py:818] (3/4) Epoch 18, batch 8750, loss[loss=0.09361, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006989, over 20.00 utterances.], tot_loss[loss=0.0963, over 1465008.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.06554, over 4738.41 utterances.], batch size: 20, lr: 3.06e-04 2022-11-24 03:51:12,804 INFO [train.py:818] (3/4) Epoch 18, batch 8800, loss[loss=0.1067, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01424, over 24.00 utterances.], tot_loss[loss=0.09674, over 1464929.12 frames. utt_duration=1222 frames, utt_pad_proportion=0.06915, over 4799.41 utterances.], batch size: 24, lr: 3.06e-04 2022-11-24 03:51:59,700 INFO [train.py:818] (3/4) Epoch 18, batch 8850, loss[loss=0.09016, over 7370.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006596, over 21.00 utterances.], tot_loss[loss=0.09583, over 1464193.71 frames. utt_duration=1236 frames, utt_pad_proportion=0.06309, over 4742.51 utterances.], batch size: 21, lr: 3.06e-04 2022-11-24 03:53:21,713 INFO [train.py:818] (3/4) Epoch 19, batch 0, loss[loss=0.06567, over 7463.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.004962, over 21.00 utterances.], tot_loss[loss=0.06567, over 7463.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.004962, over 21.00 utterances.], batch size: 21, lr: 2.98e-04 2022-11-24 03:53:57,568 INFO [train.py:818] (3/4) Epoch 19, batch 50, loss[loss=0.04904, over 7434.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.009682, over 17.00 utterances.], tot_loss[loss=0.07846, over 330526.58 frames. utt_duration=1364 frames, utt_pad_proportion=0.02858, over 970.18 utterances.], batch size: 17, lr: 2.98e-04 2022-11-24 03:54:34,484 INFO [train.py:818] (3/4) Epoch 19, batch 100, loss[loss=0.09115, over 7397.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.3533, over 73.00 utterances.], tot_loss[loss=0.07781, over 581517.05 frames. utt_duration=1314 frames, utt_pad_proportion=0.04345, over 1772.25 utterances.], batch size: 73, lr: 2.98e-04 2022-11-24 03:55:11,761 INFO [train.py:818] (3/4) Epoch 19, batch 150, loss[loss=0.06652, over 7379.00 frames. utt_duration=953.6 frames, utt_pad_proportion=0.06144, over 31.00 utterances.], tot_loss[loss=0.07735, over 777697.92 frames. utt_duration=1330 frames, utt_pad_proportion=0.04125, over 2341.39 utterances.], batch size: 31, lr: 2.98e-04 2022-11-24 03:55:47,039 INFO [train.py:818] (3/4) Epoch 19, batch 200, loss[loss=0.08895, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004837, over 19.00 utterances.], tot_loss[loss=0.0772, over 931481.79 frames. utt_duration=1319 frames, utt_pad_proportion=0.0463, over 2828.09 utterances.], batch size: 19, lr: 2.98e-04 2022-11-24 03:56:23,509 INFO [train.py:818] (3/4) Epoch 19, batch 250, loss[loss=0.07902, over 7275.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.00648, over 20.00 utterances.], tot_loss[loss=0.07828, over 1050713.67 frames. utt_duration=1315 frames, utt_pad_proportion=0.04417, over 3200.04 utterances.], batch size: 20, lr: 2.98e-04 2022-11-24 03:57:01,427 INFO [train.py:818] (3/4) Epoch 19, batch 300, loss[loss=0.07501, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00565, over 21.00 utterances.], tot_loss[loss=0.07931, over 1142231.82 frames. utt_duration=1323 frames, utt_pad_proportion=0.04452, over 3458.52 utterances.], batch size: 21, lr: 2.98e-04 2022-11-24 03:57:38,012 INFO [train.py:818] (3/4) Epoch 19, batch 350, loss[loss=0.2626, over 7239.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02088, over 25.00 utterances.], tot_loss[loss=0.08078, over 1213090.90 frames. utt_duration=1279 frames, utt_pad_proportion=0.05676, over 3799.46 utterances.], batch size: 25, lr: 2.98e-04 2022-11-24 03:58:15,346 INFO [train.py:818] (3/4) Epoch 19, batch 400, loss[loss=0.06633, over 7320.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006372, over 18.00 utterances.], tot_loss[loss=0.08032, over 1268452.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05716, over 3990.70 utterances.], batch size: 18, lr: 2.98e-04 2022-11-24 03:58:52,036 INFO [train.py:818] (3/4) Epoch 19, batch 450, loss[loss=0.06639, over 7284.00 frames. utt_duration=768.2 frames, utt_pad_proportion=0.1261, over 38.00 utterances.], tot_loss[loss=0.07975, over 1312122.25 frames. utt_duration=1277 frames, utt_pad_proportion=0.05057, over 4115.39 utterances.], batch size: 38, lr: 2.98e-04 2022-11-24 03:59:28,161 INFO [train.py:818] (3/4) Epoch 19, batch 500, loss[loss=0.08361, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007961, over 18.00 utterances.], tot_loss[loss=0.07774, over 1346133.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.04975, over 4211.62 utterances.], batch size: 18, lr: 2.98e-04 2022-11-24 04:00:06,275 INFO [train.py:818] (3/4) Epoch 19, batch 550, loss[loss=0.07302, over 7298.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009996, over 17.00 utterances.], tot_loss[loss=0.07771, over 1372442.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05335, over 4323.74 utterances.], batch size: 17, lr: 2.98e-04 2022-11-24 04:00:42,249 INFO [train.py:818] (3/4) Epoch 19, batch 600, loss[loss=0.07285, over 7213.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.03612, over 16.00 utterances.], tot_loss[loss=0.07779, over 1393801.50 frames. utt_duration=1274 frames, utt_pad_proportion=0.05335, over 4382.72 utterances.], batch size: 16, lr: 2.98e-04 2022-11-24 04:01:17,661 INFO [train.py:818] (3/4) Epoch 19, batch 650, loss[loss=0.04851, over 7300.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008311, over 17.00 utterances.], tot_loss[loss=0.07753, over 1409201.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05373, over 4457.18 utterances.], batch size: 17, lr: 2.97e-04 2022-11-24 04:01:54,778 INFO [train.py:818] (3/4) Epoch 19, batch 700, loss[loss=0.0643, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005806, over 20.00 utterances.], tot_loss[loss=0.07714, over 1421959.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.04981, over 4463.72 utterances.], batch size: 20, lr: 2.97e-04 2022-11-24 04:02:30,342 INFO [train.py:818] (3/4) Epoch 19, batch 750, loss[loss=0.08717, over 7471.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008257, over 17.00 utterances.], tot_loss[loss=0.07755, over 1431022.83 frames. utt_duration=1292 frames, utt_pad_proportion=0.04763, over 4436.60 utterances.], batch size: 17, lr: 2.97e-04 2022-11-24 04:03:05,464 INFO [train.py:818] (3/4) Epoch 19, batch 800, loss[loss=0.085, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02631, over 26.00 utterances.], tot_loss[loss=0.07814, over 1438739.53 frames. utt_duration=1271 frames, utt_pad_proportion=0.05408, over 4534.94 utterances.], batch size: 26, lr: 2.97e-04 2022-11-24 04:03:43,602 INFO [train.py:818] (3/4) Epoch 19, batch 850, loss[loss=0.08573, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008788, over 18.00 utterances.], tot_loss[loss=0.07858, over 1444299.74 frames. utt_duration=1272 frames, utt_pad_proportion=0.05539, over 4548.54 utterances.], batch size: 18, lr: 2.97e-04 2022-11-24 04:04:20,548 INFO [train.py:818] (3/4) Epoch 19, batch 900, loss[loss=0.1115, over 7402.00 frames. utt_duration=430.3 frames, utt_pad_proportion=0.3255, over 69.00 utterances.], tot_loss[loss=0.0796, over 1449853.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.06065, over 4627.79 utterances.], batch size: 69, lr: 2.97e-04 2022-11-24 04:04:58,270 INFO [train.py:818] (3/4) Epoch 19, batch 950, loss[loss=0.09611, over 7486.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.008041, over 23.00 utterances.], tot_loss[loss=0.08028, over 1453342.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05636, over 4595.78 utterances.], batch size: 23, lr: 2.97e-04 2022-11-24 04:05:34,967 INFO [train.py:818] (3/4) Epoch 19, batch 1000, loss[loss=0.08898, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005771, over 21.00 utterances.], tot_loss[loss=0.07999, over 1455427.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05945, over 4628.79 utterances.], batch size: 21, lr: 2.97e-04 2022-11-24 04:06:11,025 INFO [train.py:818] (3/4) Epoch 19, batch 1050, loss[loss=0.1074, over 7209.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005239, over 19.00 utterances.], tot_loss[loss=0.08023, over 1456843.24 frames. utt_duration=1251 frames, utt_pad_proportion=0.06176, over 4664.33 utterances.], batch size: 19, lr: 2.97e-04 2022-11-24 04:06:47,576 INFO [train.py:818] (3/4) Epoch 19, batch 1100, loss[loss=0.1021, over 7350.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009059, over 23.00 utterances.], tot_loss[loss=0.08122, over 1458744.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.06115, over 4699.05 utterances.], batch size: 23, lr: 2.97e-04 2022-11-24 04:07:25,230 INFO [train.py:818] (3/4) Epoch 19, batch 1150, loss[loss=0.06481, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0109, over 23.00 utterances.], tot_loss[loss=0.08078, over 1460329.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.05714, over 4672.76 utterances.], batch size: 23, lr: 2.97e-04 2022-11-24 04:08:00,962 INFO [train.py:818] (3/4) Epoch 19, batch 1200, loss[loss=0.09578, over 7483.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01056, over 23.00 utterances.], tot_loss[loss=0.08032, over 1461787.67 frames. utt_duration=1278 frames, utt_pad_proportion=0.04932, over 4579.77 utterances.], batch size: 23, lr: 2.97e-04 2022-11-24 04:08:38,668 INFO [train.py:818] (3/4) Epoch 19, batch 1250, loss[loss=0.07044, over 7332.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.005759, over 18.00 utterances.], tot_loss[loss=0.08032, over 1462711.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.04788, over 4581.37 utterances.], batch size: 18, lr: 2.97e-04 2022-11-24 04:09:15,304 INFO [train.py:818] (3/4) Epoch 19, batch 1300, loss[loss=0.07334, over 7294.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008622, over 17.00 utterances.], tot_loss[loss=0.08081, over 1463549.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05844, over 4659.07 utterances.], batch size: 17, lr: 2.97e-04 2022-11-24 04:09:51,106 INFO [train.py:818] (3/4) Epoch 19, batch 1350, loss[loss=0.119, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009077, over 22.00 utterances.], tot_loss[loss=0.08074, over 1463831.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05584, over 4634.00 utterances.], batch size: 22, lr: 2.97e-04 2022-11-24 04:10:28,142 INFO [train.py:818] (3/4) Epoch 19, batch 1400, loss[loss=0.09387, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006204, over 19.00 utterances.], tot_loss[loss=0.0799, over 1463195.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05765, over 4637.31 utterances.], batch size: 19, lr: 2.97e-04 2022-11-24 04:11:03,994 INFO [train.py:818] (3/4) Epoch 19, batch 1450, loss[loss=0.1805, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03664, over 27.00 utterances.], tot_loss[loss=0.08035, over 1464271.21 frames. utt_duration=1272 frames, utt_pad_proportion=0.05705, over 4611.44 utterances.], batch size: 27, lr: 2.97e-04 2022-11-24 04:11:38,989 INFO [train.py:818] (3/4) Epoch 19, batch 1500, loss[loss=0.08788, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005736, over 21.00 utterances.], tot_loss[loss=0.08113, over 1464547.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06191, over 4705.86 utterances.], batch size: 21, lr: 2.97e-04 2022-11-24 04:12:17,114 INFO [train.py:818] (3/4) Epoch 19, batch 1550, loss[loss=0.08018, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009453, over 18.00 utterances.], tot_loss[loss=0.08242, over 1465081.31 frames. utt_duration=1258 frames, utt_pad_proportion=0.05833, over 4662.77 utterances.], batch size: 18, lr: 2.97e-04 2022-11-24 04:12:53,919 INFO [train.py:818] (3/4) Epoch 19, batch 1600, loss[loss=0.0679, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00857, over 18.00 utterances.], tot_loss[loss=0.08123, over 1464972.40 frames. utt_duration=1293 frames, utt_pad_proportion=0.04981, over 4537.23 utterances.], batch size: 18, lr: 2.97e-04 2022-11-24 04:13:29,825 INFO [train.py:818] (3/4) Epoch 19, batch 1650, loss[loss=0.02865, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008071, over 17.00 utterances.], tot_loss[loss=0.08087, over 1466434.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.04842, over 4519.11 utterances.], batch size: 17, lr: 2.97e-04 2022-11-24 04:14:07,635 INFO [train.py:818] (3/4) Epoch 19, batch 1700, loss[loss=0.0966, over 7344.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009995, over 23.00 utterances.], tot_loss[loss=0.08127, over 1466482.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.04532, over 4507.69 utterances.], batch size: 23, lr: 2.97e-04 2022-11-24 04:14:44,163 INFO [train.py:818] (3/4) Epoch 19, batch 1750, loss[loss=0.08577, over 7490.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01212, over 24.00 utterances.], tot_loss[loss=0.08123, over 1466965.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05615, over 4654.84 utterances.], batch size: 24, lr: 2.96e-04 2022-11-24 04:15:20,138 INFO [train.py:818] (3/4) Epoch 19, batch 1800, loss[loss=0.1061, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 20.00 utterances.], tot_loss[loss=0.08023, over 1464713.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.05271, over 4577.80 utterances.], batch size: 20, lr: 2.96e-04 2022-11-24 04:15:57,300 INFO [train.py:818] (3/4) Epoch 19, batch 1850, loss[loss=0.05148, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01016, over 17.00 utterances.], tot_loss[loss=0.08004, over 1465373.79 frames. utt_duration=1299 frames, utt_pad_proportion=0.04964, over 4518.21 utterances.], batch size: 17, lr: 2.96e-04 2022-11-24 04:16:32,779 INFO [train.py:818] (3/4) Epoch 19, batch 1900, loss[loss=0.079, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00631, over 19.00 utterances.], tot_loss[loss=0.08095, over 1465074.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.05326, over 4574.30 utterances.], batch size: 19, lr: 2.96e-04 2022-11-24 04:17:10,037 INFO [train.py:818] (3/4) Epoch 19, batch 1950, loss[loss=0.05283, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006365, over 18.00 utterances.], tot_loss[loss=0.08142, over 1464757.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.05906, over 4669.41 utterances.], batch size: 18, lr: 2.96e-04 2022-11-24 04:17:45,935 INFO [train.py:818] (3/4) Epoch 19, batch 2000, loss[loss=0.09705, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03723, over 27.00 utterances.], tot_loss[loss=0.08221, over 1465350.65 frames. utt_duration=1254 frames, utt_pad_proportion=0.05613, over 4681.19 utterances.], batch size: 27, lr: 2.96e-04 2022-11-24 04:18:21,289 INFO [train.py:818] (3/4) Epoch 19, batch 2050, loss[loss=0.08632, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01038, over 17.00 utterances.], tot_loss[loss=0.08139, over 1464314.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05244, over 4666.74 utterances.], batch size: 17, lr: 2.96e-04 2022-11-24 04:18:58,786 INFO [train.py:818] (3/4) Epoch 19, batch 2100, loss[loss=0.07145, over 7367.00 frames. utt_duration=951.9 frames, utt_pad_proportion=0.07847, over 31.00 utterances.], tot_loss[loss=0.08066, over 1464838.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.05841, over 4716.34 utterances.], batch size: 31, lr: 2.96e-04 2022-11-24 04:19:36,501 INFO [train.py:818] (3/4) Epoch 19, batch 2150, loss[loss=0.06327, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.0811, over 1464518.11 frames. utt_duration=1246 frames, utt_pad_proportion=0.06128, over 4705.34 utterances.], batch size: 20, lr: 2.96e-04 2022-11-24 04:20:12,261 INFO [train.py:818] (3/4) Epoch 19, batch 2200, loss[loss=0.1017, over 7401.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008763, over 22.00 utterances.], tot_loss[loss=0.08053, over 1465077.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.0611, over 4693.15 utterances.], batch size: 22, lr: 2.96e-04 2022-11-24 04:20:48,795 INFO [train.py:818] (3/4) Epoch 19, batch 2250, loss[loss=0.05368, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007304, over 22.00 utterances.], tot_loss[loss=0.0801, over 1464766.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05623, over 4643.49 utterances.], batch size: 22, lr: 2.96e-04 2022-11-24 04:21:25,577 INFO [train.py:818] (3/4) Epoch 19, batch 2300, loss[loss=0.06668, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.006821, over 18.00 utterances.], tot_loss[loss=0.08054, over 1465982.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.05919, over 4702.70 utterances.], batch size: 18, lr: 2.96e-04 2022-11-24 04:22:02,258 INFO [train.py:818] (3/4) Epoch 19, batch 2350, loss[loss=0.06555, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00574, over 19.00 utterances.], tot_loss[loss=0.07934, over 1466545.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.05538, over 4653.10 utterances.], batch size: 19, lr: 2.96e-04 2022-11-24 04:22:40,394 INFO [train.py:818] (3/4) Epoch 19, batch 2400, loss[loss=0.07324, over 7182.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01172, over 23.00 utterances.], tot_loss[loss=0.07899, over 1466004.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.0634, over 4743.89 utterances.], batch size: 23, lr: 2.96e-04 2022-11-24 04:23:17,451 INFO [train.py:818] (3/4) Epoch 19, batch 2450, loss[loss=0.06068, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007008, over 19.00 utterances.], tot_loss[loss=0.0788, over 1465690.72 frames. utt_duration=1254 frames, utt_pad_proportion=0.06003, over 4682.07 utterances.], batch size: 19, lr: 2.96e-04 2022-11-24 04:23:53,274 INFO [train.py:818] (3/4) Epoch 19, batch 2500, loss[loss=0.08103, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.07885, over 1465123.38 frames. utt_duration=1253 frames, utt_pad_proportion=0.0564, over 4681.88 utterances.], batch size: 21, lr: 2.96e-04 2022-11-24 04:24:30,277 INFO [train.py:818] (3/4) Epoch 19, batch 2550, loss[loss=0.09444, over 7481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01298, over 24.00 utterances.], tot_loss[loss=0.07933, over 1466377.24 frames. utt_duration=1252 frames, utt_pad_proportion=0.05359, over 4691.45 utterances.], batch size: 24, lr: 2.96e-04 2022-11-24 04:25:06,201 INFO [train.py:818] (3/4) Epoch 19, batch 2600, loss[loss=0.1095, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008786, over 17.00 utterances.], tot_loss[loss=0.07908, over 1466450.11 frames. utt_duration=1283 frames, utt_pad_proportion=0.04619, over 4575.69 utterances.], batch size: 17, lr: 2.96e-04 2022-11-24 04:25:41,847 INFO [train.py:818] (3/4) Epoch 19, batch 2650, loss[loss=0.06744, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01006, over 17.00 utterances.], tot_loss[loss=0.07833, over 1465737.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04394, over 4520.91 utterances.], batch size: 17, lr: 2.96e-04 2022-11-24 04:26:19,932 INFO [train.py:818] (3/4) Epoch 19, batch 2700, loss[loss=0.1466, over 7466.00 frames. utt_duration=416.3 frames, utt_pad_proportion=0.3423, over 72.00 utterances.], tot_loss[loss=0.07885, over 1464702.64 frames. utt_duration=1306 frames, utt_pad_proportion=0.04314, over 4491.74 utterances.], batch size: 72, lr: 2.96e-04 2022-11-24 04:26:55,385 INFO [train.py:818] (3/4) Epoch 19, batch 2750, loss[loss=0.08007, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009105, over 22.00 utterances.], tot_loss[loss=0.07948, over 1464308.55 frames. utt_duration=1303 frames, utt_pad_proportion=0.04174, over 4499.28 utterances.], batch size: 22, lr: 2.96e-04 2022-11-24 04:27:32,156 INFO [train.py:818] (3/4) Epoch 19, batch 2800, loss[loss=0.05893, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006479, over 18.00 utterances.], tot_loss[loss=0.0789, over 1465205.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.04479, over 4506.80 utterances.], batch size: 18, lr: 2.95e-04 2022-11-24 04:28:10,746 INFO [train.py:818] (3/4) Epoch 19, batch 2850, loss[loss=0.05443, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006299, over 18.00 utterances.], tot_loss[loss=0.07915, over 1465045.31 frames. utt_duration=1291 frames, utt_pad_proportion=0.04881, over 4545.82 utterances.], batch size: 18, lr: 2.95e-04 2022-11-24 04:28:47,313 INFO [train.py:818] (3/4) Epoch 19, batch 2900, loss[loss=0.08374, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01059, over 22.00 utterances.], tot_loss[loss=0.08006, over 1465142.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 4640.53 utterances.], batch size: 22, lr: 2.95e-04 2022-11-24 04:29:24,237 INFO [train.py:818] (3/4) Epoch 19, batch 2950, loss[loss=0.05819, over 7443.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.007032, over 17.00 utterances.], tot_loss[loss=0.08066, over 1466148.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.06099, over 4693.17 utterances.], batch size: 17, lr: 2.95e-04 2022-11-24 04:30:00,583 INFO [train.py:818] (3/4) Epoch 19, batch 3000, loss[loss=0.1015, over 7399.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.004002, over 21.00 utterances.], tot_loss[loss=0.08058, over 1465428.26 frames. utt_duration=1250 frames, utt_pad_proportion=0.06128, over 4694.70 utterances.], batch size: 21, lr: 2.95e-04 2022-11-24 04:30:00,584 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 04:30:20,646 INFO [train.py:847] (3/4) Epoch 19, validation: loss=0.04988, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 04:30:57,809 INFO [train.py:818] (3/4) Epoch 19, batch 3050, loss[loss=0.1157, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007698, over 18.00 utterances.], tot_loss[loss=0.08106, over 1466056.57 frames. utt_duration=1236 frames, utt_pad_proportion=0.06608, over 4752.09 utterances.], batch size: 18, lr: 2.95e-04 2022-11-24 04:31:34,759 INFO [train.py:818] (3/4) Epoch 19, batch 3100, loss[loss=0.06594, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004832, over 19.00 utterances.], tot_loss[loss=0.07959, over 1466133.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.05863, over 4680.40 utterances.], batch size: 19, lr: 2.95e-04 2022-11-24 04:32:10,467 INFO [train.py:818] (3/4) Epoch 19, batch 3150, loss[loss=0.1042, over 7339.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008939, over 23.00 utterances.], tot_loss[loss=0.07827, over 1465665.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.0491, over 4573.00 utterances.], batch size: 23, lr: 2.95e-04 2022-11-24 04:32:48,394 INFO [train.py:818] (3/4) Epoch 19, batch 3200, loss[loss=0.1207, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007721, over 22.00 utterances.], tot_loss[loss=0.07806, over 1463782.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.04972, over 4580.46 utterances.], batch size: 22, lr: 2.95e-04 2022-11-24 04:33:27,045 INFO [train.py:818] (3/4) Epoch 19, batch 3250, loss[loss=0.1031, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005844, over 21.00 utterances.], tot_loss[loss=0.07938, over 1463354.28 frames. utt_duration=1259 frames, utt_pad_proportion=0.0579, over 4656.60 utterances.], batch size: 21, lr: 2.95e-04 2022-11-24 04:34:02,655 INFO [train.py:818] (3/4) Epoch 19, batch 3300, loss[loss=0.08536, over 7491.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01154, over 24.00 utterances.], tot_loss[loss=0.07835, over 1463495.79 frames. utt_duration=1292 frames, utt_pad_proportion=0.04929, over 4535.74 utterances.], batch size: 24, lr: 2.95e-04 2022-11-24 04:34:41,175 INFO [train.py:818] (3/4) Epoch 19, batch 3350, loss[loss=0.1028, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01007, over 23.00 utterances.], tot_loss[loss=0.07971, over 1464552.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.05731, over 4607.87 utterances.], batch size: 23, lr: 2.95e-04 2022-11-24 04:35:17,286 INFO [train.py:818] (3/4) Epoch 19, batch 3400, loss[loss=0.06454, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008737, over 17.00 utterances.], tot_loss[loss=0.07851, over 1465736.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05645, over 4616.50 utterances.], batch size: 17, lr: 2.95e-04 2022-11-24 04:35:53,425 INFO [train.py:818] (3/4) Epoch 19, batch 3450, loss[loss=0.08779, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02606, over 26.00 utterances.], tot_loss[loss=0.07813, over 1466071.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05421, over 4629.14 utterances.], batch size: 26, lr: 2.95e-04 2022-11-24 04:36:29,936 INFO [train.py:818] (3/4) Epoch 19, batch 3500, loss[loss=0.07859, over 7230.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02063, over 25.00 utterances.], tot_loss[loss=0.07798, over 1465477.41 frames. utt_duration=1279 frames, utt_pad_proportion=0.05195, over 4588.93 utterances.], batch size: 25, lr: 2.95e-04 2022-11-24 04:37:06,116 INFO [train.py:818] (3/4) Epoch 19, batch 3550, loss[loss=0.07986, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01032, over 18.00 utterances.], tot_loss[loss=0.07793, over 1465290.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.04878, over 4535.19 utterances.], batch size: 18, lr: 2.95e-04 2022-11-24 04:37:42,098 INFO [train.py:818] (3/4) Epoch 19, batch 3600, loss[loss=0.131, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005209, over 20.00 utterances.], tot_loss[loss=0.07926, over 1466229.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.06042, over 4670.54 utterances.], batch size: 20, lr: 2.95e-04 2022-11-24 04:38:20,319 INFO [train.py:818] (3/4) Epoch 19, batch 3650, loss[loss=0.08638, over 7372.00 frames. utt_duration=777.3 frames, utt_pad_proportion=0.1086, over 38.00 utterances.], tot_loss[loss=0.07894, over 1467189.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.05824, over 4693.49 utterances.], batch size: 38, lr: 2.95e-04 2022-11-24 04:38:55,733 INFO [train.py:818] (3/4) Epoch 19, batch 3700, loss[loss=0.07864, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005176, over 20.00 utterances.], tot_loss[loss=0.07891, over 1466214.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.06101, over 4677.90 utterances.], batch size: 20, lr: 2.95e-04 2022-11-24 04:39:32,209 INFO [train.py:818] (3/4) Epoch 19, batch 3750, loss[loss=0.08011, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004748, over 20.00 utterances.], tot_loss[loss=0.07952, over 1465893.36 frames. utt_duration=1239 frames, utt_pad_proportion=0.0631, over 4737.30 utterances.], batch size: 20, lr: 2.95e-04 2022-11-24 04:40:10,067 INFO [train.py:818] (3/4) Epoch 19, batch 3800, loss[loss=0.0666, over 7478.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.06373, over 31.00 utterances.], tot_loss[loss=0.07938, over 1466260.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06522, over 4802.25 utterances.], batch size: 31, lr: 2.95e-04 2022-11-24 04:40:46,692 INFO [train.py:818] (3/4) Epoch 19, batch 3850, loss[loss=0.0761, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00593, over 20.00 utterances.], tot_loss[loss=0.07973, over 1467855.97 frames. utt_duration=1211 frames, utt_pad_proportion=0.06443, over 4852.47 utterances.], batch size: 20, lr: 2.95e-04 2022-11-24 04:41:23,724 INFO [train.py:818] (3/4) Epoch 19, batch 3900, loss[loss=0.04147, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005069, over 20.00 utterances.], tot_loss[loss=0.081, over 1468431.30 frames. utt_duration=1229 frames, utt_pad_proportion=0.05928, over 4783.24 utterances.], batch size: 20, lr: 2.95e-04 2022-11-24 04:42:01,638 INFO [train.py:818] (3/4) Epoch 19, batch 3950, loss[loss=0.05684, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009928, over 17.00 utterances.], tot_loss[loss=0.08035, over 1467389.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06243, over 4805.27 utterances.], batch size: 17, lr: 2.94e-04 2022-11-24 04:42:37,965 INFO [train.py:818] (3/4) Epoch 19, batch 4000, loss[loss=0.1123, over 7440.00 frames. utt_duration=452.3 frames, utt_pad_proportion=0.2922, over 66.00 utterances.], tot_loss[loss=0.08035, over 1467002.39 frames. utt_duration=1232 frames, utt_pad_proportion=0.06033, over 4767.52 utterances.], batch size: 66, lr: 2.94e-04 2022-11-24 04:43:16,112 INFO [train.py:818] (3/4) Epoch 19, batch 4050, loss[loss=0.06814, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004909, over 20.00 utterances.], tot_loss[loss=0.08077, over 1466329.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.05776, over 4704.69 utterances.], batch size: 20, lr: 2.94e-04 2022-11-24 04:43:53,524 INFO [train.py:818] (3/4) Epoch 19, batch 4100, loss[loss=0.06294, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004445, over 21.00 utterances.], tot_loss[loss=0.08182, over 1465928.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05677, over 4641.81 utterances.], batch size: 21, lr: 2.94e-04 2022-11-24 04:44:29,423 INFO [train.py:818] (3/4) Epoch 19, batch 4150, loss[loss=0.0667, over 7295.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005041, over 20.00 utterances.], tot_loss[loss=0.08163, over 1465343.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.0551, over 4632.06 utterances.], batch size: 20, lr: 2.94e-04 2022-11-24 04:45:05,953 INFO [train.py:818] (3/4) Epoch 19, batch 4200, loss[loss=0.09794, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009084, over 22.00 utterances.], tot_loss[loss=0.08223, over 1465338.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05369, over 4627.30 utterances.], batch size: 22, lr: 2.94e-04 2022-11-24 04:45:43,979 INFO [train.py:818] (3/4) Epoch 19, batch 4250, loss[loss=0.1191, over 7455.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.3611, over 73.00 utterances.], tot_loss[loss=0.08309, over 1466530.25 frames. utt_duration=1253 frames, utt_pad_proportion=0.05728, over 4686.59 utterances.], batch size: 73, lr: 2.94e-04 2022-11-24 04:46:20,356 INFO [train.py:818] (3/4) Epoch 19, batch 4300, loss[loss=0.09827, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01054, over 17.00 utterances.], tot_loss[loss=0.08445, over 1466078.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.05829, over 4692.93 utterances.], batch size: 17, lr: 2.94e-04 2022-11-24 04:46:58,270 INFO [train.py:818] (3/4) Epoch 19, batch 4350, loss[loss=0.1156, over 7383.00 frames. utt_duration=954 frames, utt_pad_proportion=0.07648, over 31.00 utterances.], tot_loss[loss=0.08572, over 1466258.51 frames. utt_duration=1281 frames, utt_pad_proportion=0.05071, over 4585.49 utterances.], batch size: 31, lr: 2.94e-04 2022-11-24 04:47:34,760 INFO [train.py:818] (3/4) Epoch 19, batch 4400, loss[loss=0.08018, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007389, over 18.00 utterances.], tot_loss[loss=0.08668, over 1466415.02 frames. utt_duration=1268 frames, utt_pad_proportion=0.05195, over 4630.32 utterances.], batch size: 18, lr: 2.94e-04 2022-11-24 04:48:11,807 INFO [train.py:818] (3/4) Epoch 19, batch 4450, loss[loss=0.1113, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007988, over 23.00 utterances.], tot_loss[loss=0.08931, over 1467108.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05748, over 4682.70 utterances.], batch size: 23, lr: 2.94e-04 2022-11-24 04:48:49,063 INFO [train.py:818] (3/4) Epoch 19, batch 4500, loss[loss=0.09628, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006043, over 21.00 utterances.], tot_loss[loss=0.09168, over 1467481.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06235, over 4736.87 utterances.], batch size: 21, lr: 2.94e-04 2022-11-24 04:49:26,276 INFO [train.py:818] (3/4) Epoch 19, batch 4550, loss[loss=0.1039, over 7324.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006203, over 18.00 utterances.], tot_loss[loss=0.09388, over 1466887.86 frames. utt_duration=1213 frames, utt_pad_proportion=0.07039, over 4843.92 utterances.], batch size: 18, lr: 2.94e-04 2022-11-24 04:50:02,089 INFO [train.py:818] (3/4) Epoch 19, batch 4600, loss[loss=0.07641, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00894, over 17.00 utterances.], tot_loss[loss=0.09572, over 1466163.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.0628, over 4779.40 utterances.], batch size: 17, lr: 2.94e-04 2022-11-24 04:50:39,272 INFO [train.py:818] (3/4) Epoch 19, batch 4650, loss[loss=0.07975, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007358, over 22.00 utterances.], tot_loss[loss=0.0961, over 1465681.68 frames. utt_duration=1235 frames, utt_pad_proportion=0.06201, over 4752.39 utterances.], batch size: 22, lr: 2.94e-04 2022-11-24 04:51:15,794 INFO [train.py:818] (3/4) Epoch 19, batch 4700, loss[loss=0.08147, over 7111.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004825, over 18.00 utterances.], tot_loss[loss=0.09586, over 1465289.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05776, over 4703.47 utterances.], batch size: 18, lr: 2.94e-04 2022-11-24 04:51:53,334 INFO [train.py:818] (3/4) Epoch 19, batch 4750, loss[loss=0.1401, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004596, over 19.00 utterances.], tot_loss[loss=0.09689, over 1465926.28 frames. utt_duration=1255 frames, utt_pad_proportion=0.05812, over 4678.68 utterances.], batch size: 19, lr: 2.94e-04 2022-11-24 04:52:30,712 INFO [train.py:818] (3/4) Epoch 19, batch 4800, loss[loss=0.1079, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01214, over 24.00 utterances.], tot_loss[loss=0.09745, over 1466460.01 frames. utt_duration=1270 frames, utt_pad_proportion=0.05458, over 4623.14 utterances.], batch size: 24, lr: 2.94e-04 2022-11-24 04:53:06,489 INFO [train.py:818] (3/4) Epoch 19, batch 4850, loss[loss=0.2431, over 7456.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.31, over 68.00 utterances.], tot_loss[loss=0.09843, over 1465711.12 frames. utt_duration=1252 frames, utt_pad_proportion=0.0588, over 4686.87 utterances.], batch size: 68, lr: 2.94e-04 2022-11-24 04:53:43,400 INFO [train.py:818] (3/4) Epoch 19, batch 4900, loss[loss=0.091, over 7369.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.007369, over 20.00 utterances.], tot_loss[loss=0.09683, over 1465586.42 frames. utt_duration=1279 frames, utt_pad_proportion=0.05393, over 4590.35 utterances.], batch size: 20, lr: 2.94e-04 2022-11-24 04:54:20,375 INFO [train.py:818] (3/4) Epoch 19, batch 4950, loss[loss=0.0645, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00806, over 17.00 utterances.], tot_loss[loss=0.09638, over 1464773.59 frames. utt_duration=1290 frames, utt_pad_proportion=0.05412, over 4548.98 utterances.], batch size: 17, lr: 2.94e-04 2022-11-24 04:54:56,252 INFO [train.py:818] (3/4) Epoch 19, batch 5000, loss[loss=0.1157, over 7351.00 frames. utt_duration=981.8 frames, utt_pad_proportion=0.05137, over 30.00 utterances.], tot_loss[loss=0.09578, over 1464923.98 frames. utt_duration=1293 frames, utt_pad_proportion=0.0515, over 4536.58 utterances.], batch size: 30, lr: 2.94e-04 2022-11-24 04:55:35,263 INFO [train.py:818] (3/4) Epoch 19, batch 5050, loss[loss=0.0956, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009829, over 22.00 utterances.], tot_loss[loss=0.09632, over 1465489.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.06569, over 4740.33 utterances.], batch size: 22, lr: 2.93e-04 2022-11-24 04:56:11,507 INFO [train.py:818] (3/4) Epoch 19, batch 5100, loss[loss=0.06796, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006404, over 21.00 utterances.], tot_loss[loss=0.09531, over 1464644.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.05681, over 4602.35 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 04:56:47,695 INFO [train.py:818] (3/4) Epoch 19, batch 5150, loss[loss=0.09349, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006793, over 21.00 utterances.], tot_loss[loss=0.09631, over 1464706.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.05876, over 4617.77 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 04:57:25,134 INFO [train.py:818] (3/4) Epoch 19, batch 5200, loss[loss=0.1083, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.005837, over 21.00 utterances.], tot_loss[loss=0.09682, over 1465024.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.0703, over 4769.36 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 04:58:02,279 INFO [train.py:818] (3/4) Epoch 19, batch 5250, loss[loss=0.1215, over 7400.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00487, over 19.00 utterances.], tot_loss[loss=0.09747, over 1466200.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.07007, over 4767.02 utterances.], batch size: 19, lr: 2.93e-04 2022-11-24 04:58:39,209 INFO [train.py:818] (3/4) Epoch 19, batch 5300, loss[loss=0.07991, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005719, over 19.00 utterances.], tot_loss[loss=0.09699, over 1465973.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06766, over 4745.05 utterances.], batch size: 19, lr: 2.93e-04 2022-11-24 04:59:16,908 INFO [train.py:818] (3/4) Epoch 19, batch 5350, loss[loss=0.05368, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005347, over 20.00 utterances.], tot_loss[loss=0.09801, over 1465426.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.06934, over 4807.23 utterances.], batch size: 20, lr: 2.93e-04 2022-11-24 04:59:52,363 INFO [train.py:818] (3/4) Epoch 19, batch 5400, loss[loss=0.06665, over 7439.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01139, over 17.00 utterances.], tot_loss[loss=0.09728, over 1465121.47 frames. utt_duration=1252 frames, utt_pad_proportion=0.05864, over 4685.93 utterances.], batch size: 17, lr: 2.93e-04 2022-11-24 05:00:29,387 INFO [train.py:818] (3/4) Epoch 19, batch 5450, loss[loss=0.1134, over 7268.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0401, over 27.00 utterances.], tot_loss[loss=0.0968, over 1464179.21 frames. utt_duration=1242 frames, utt_pad_proportion=0.06188, over 4719.44 utterances.], batch size: 27, lr: 2.93e-04 2022-11-24 05:01:07,327 INFO [train.py:818] (3/4) Epoch 19, batch 5500, loss[loss=0.06648, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005528, over 18.00 utterances.], tot_loss[loss=0.09696, over 1464910.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06123, over 4698.60 utterances.], batch size: 18, lr: 2.93e-04 2022-11-24 05:01:44,268 INFO [train.py:818] (3/4) Epoch 19, batch 5550, loss[loss=0.1199, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.09709, over 1465248.58 frames. utt_duration=1243 frames, utt_pad_proportion=0.06452, over 4721.52 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 05:02:22,520 INFO [train.py:818] (3/4) Epoch 19, batch 5600, loss[loss=0.1549, over 7420.00 frames. utt_duration=392 frames, utt_pad_proportion=0.3875, over 76.00 utterances.], tot_loss[loss=0.09749, over 1466208.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.06992, over 4791.95 utterances.], batch size: 76, lr: 2.93e-04 2022-11-24 05:02:59,479 INFO [train.py:818] (3/4) Epoch 19, batch 5650, loss[loss=0.108, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006654, over 22.00 utterances.], tot_loss[loss=0.09795, over 1465477.37 frames. utt_duration=1204 frames, utt_pad_proportion=0.07471, over 4874.14 utterances.], batch size: 22, lr: 2.93e-04 2022-11-24 05:03:36,238 INFO [train.py:818] (3/4) Epoch 19, batch 5700, loss[loss=0.08959, over 7205.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.01951, over 25.00 utterances.], tot_loss[loss=0.09708, over 1463379.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.06408, over 4704.30 utterances.], batch size: 25, lr: 2.93e-04 2022-11-24 05:04:13,154 INFO [train.py:818] (3/4) Epoch 19, batch 5750, loss[loss=0.07151, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006854, over 18.00 utterances.], tot_loss[loss=0.0952, over 1464106.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.05548, over 4618.36 utterances.], batch size: 18, lr: 2.93e-04 2022-11-24 05:04:50,063 INFO [train.py:818] (3/4) Epoch 19, batch 5800, loss[loss=0.1104, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005716, over 21.00 utterances.], tot_loss[loss=0.09466, over 1464568.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.0542, over 4647.52 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 05:05:28,292 INFO [train.py:818] (3/4) Epoch 19, batch 5850, loss[loss=0.1292, over 7419.00 frames. utt_duration=413.7 frames, utt_pad_proportion=0.3557, over 72.00 utterances.], tot_loss[loss=0.09707, over 1465597.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.06402, over 4743.19 utterances.], batch size: 72, lr: 2.93e-04 2022-11-24 05:06:05,919 INFO [train.py:818] (3/4) Epoch 19, batch 5900, loss[loss=0.08495, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01324, over 24.00 utterances.], tot_loss[loss=0.09828, over 1466123.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.07008, over 4848.62 utterances.], batch size: 24, lr: 2.93e-04 2022-11-24 05:06:43,619 INFO [train.py:818] (3/4) Epoch 19, batch 5950, loss[loss=0.07668, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007492, over 22.00 utterances.], tot_loss[loss=0.09801, over 1466295.80 frames. utt_duration=1199 frames, utt_pad_proportion=0.07479, over 4898.62 utterances.], batch size: 22, lr: 2.93e-04 2022-11-24 05:07:20,561 INFO [train.py:818] (3/4) Epoch 19, batch 6000, loss[loss=0.08447, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006993, over 22.00 utterances.], tot_loss[loss=0.09759, over 1466898.03 frames. utt_duration=1200 frames, utt_pad_proportion=0.07517, over 4896.55 utterances.], batch size: 22, lr: 2.93e-04 2022-11-24 05:07:20,562 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 05:07:40,630 INFO [train.py:847] (3/4) Epoch 19, validation: loss=0.047, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 05:08:17,094 INFO [train.py:818] (3/4) Epoch 19, batch 6050, loss[loss=0.07427, over 7396.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005208, over 20.00 utterances.], tot_loss[loss=0.09832, over 1467566.17 frames. utt_duration=1200 frames, utt_pad_proportion=0.07519, over 4898.43 utterances.], batch size: 20, lr: 2.93e-04 2022-11-24 05:08:54,201 INFO [train.py:818] (3/4) Epoch 19, batch 6100, loss[loss=0.09586, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006759, over 20.00 utterances.], tot_loss[loss=0.09729, over 1467267.51 frames. utt_duration=1205 frames, utt_pad_proportion=0.07147, over 4875.40 utterances.], batch size: 20, lr: 2.93e-04 2022-11-24 05:09:31,705 INFO [train.py:818] (3/4) Epoch 19, batch 6150, loss[loss=0.08651, over 7392.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004607, over 21.00 utterances.], tot_loss[loss=0.097, over 1467402.80 frames. utt_duration=1198 frames, utt_pad_proportion=0.07437, over 4906.36 utterances.], batch size: 21, lr: 2.93e-04 2022-11-24 05:10:08,076 INFO [train.py:818] (3/4) Epoch 19, batch 6200, loss[loss=0.1044, over 7271.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03875, over 27.00 utterances.], tot_loss[loss=0.09595, over 1466105.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.07445, over 4874.82 utterances.], batch size: 27, lr: 2.92e-04 2022-11-24 05:10:45,288 INFO [train.py:818] (3/4) Epoch 19, batch 6250, loss[loss=0.09047, over 7428.00 frames. utt_duration=960.1 frames, utt_pad_proportion=0.06967, over 31.00 utterances.], tot_loss[loss=0.09602, over 1465964.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.07415, over 4909.22 utterances.], batch size: 31, lr: 2.92e-04 2022-11-24 05:11:21,942 INFO [train.py:818] (3/4) Epoch 19, batch 6300, loss[loss=0.08699, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009093, over 18.00 utterances.], tot_loss[loss=0.09635, over 1466744.23 frames. utt_duration=1180 frames, utt_pad_proportion=0.07595, over 4977.27 utterances.], batch size: 18, lr: 2.92e-04 2022-11-24 05:11:58,842 INFO [train.py:818] (3/4) Epoch 19, batch 6350, loss[loss=0.09003, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008732, over 22.00 utterances.], tot_loss[loss=0.09578, over 1466606.61 frames. utt_duration=1206 frames, utt_pad_proportion=0.06631, over 4869.86 utterances.], batch size: 22, lr: 2.92e-04 2022-11-24 05:12:35,851 INFO [train.py:818] (3/4) Epoch 19, batch 6400, loss[loss=0.104, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.09577, over 1466728.45 frames. utt_duration=1210 frames, utt_pad_proportion=0.06343, over 4855.42 utterances.], batch size: 21, lr: 2.92e-04 2022-11-24 05:13:12,335 INFO [train.py:818] (3/4) Epoch 19, batch 6450, loss[loss=0.07305, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04181, over 16.00 utterances.], tot_loss[loss=0.0956, over 1466986.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.05869, over 4770.29 utterances.], batch size: 16, lr: 2.92e-04 2022-11-24 05:13:49,173 INFO [train.py:818] (3/4) Epoch 19, batch 6500, loss[loss=0.06652, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007651, over 18.00 utterances.], tot_loss[loss=0.09577, over 1467360.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.05709, over 4787.02 utterances.], batch size: 18, lr: 2.92e-04 2022-11-24 05:14:27,098 INFO [train.py:818] (3/4) Epoch 19, batch 6550, loss[loss=0.1017, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006823, over 19.00 utterances.], tot_loss[loss=0.09581, over 1467151.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.07103, over 4878.27 utterances.], batch size: 19, lr: 2.92e-04 2022-11-24 05:15:04,181 INFO [train.py:818] (3/4) Epoch 19, batch 6600, loss[loss=0.06565, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007453, over 18.00 utterances.], tot_loss[loss=0.09546, over 1466738.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.06777, over 4859.32 utterances.], batch size: 18, lr: 2.92e-04 2022-11-24 05:15:42,658 INFO [train.py:818] (3/4) Epoch 19, batch 6650, loss[loss=0.1115, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006221, over 21.00 utterances.], tot_loss[loss=0.09483, over 1467982.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.06518, over 4846.68 utterances.], batch size: 21, lr: 2.92e-04 2022-11-24 05:16:19,517 INFO [train.py:818] (3/4) Epoch 19, batch 6700, loss[loss=0.1121, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007179, over 19.00 utterances.], tot_loss[loss=0.09613, over 1467089.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.06517, over 4829.89 utterances.], batch size: 19, lr: 2.92e-04 2022-11-24 05:16:57,760 INFO [train.py:818] (3/4) Epoch 19, batch 6750, loss[loss=0.06626, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.003603, over 19.00 utterances.], tot_loss[loss=0.09895, over 1466911.50 frames. utt_duration=1189 frames, utt_pad_proportion=0.07383, over 4942.93 utterances.], batch size: 19, lr: 2.92e-04 2022-11-24 05:17:34,582 INFO [train.py:818] (3/4) Epoch 19, batch 6800, loss[loss=0.1318, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0134, over 24.00 utterances.], tot_loss[loss=0.09839, over 1466251.66 frames. utt_duration=1179 frames, utt_pad_proportion=0.07869, over 4979.24 utterances.], batch size: 24, lr: 2.92e-04 2022-11-24 05:18:11,161 INFO [train.py:818] (3/4) Epoch 19, batch 6850, loss[loss=0.11, over 7279.00 frames. utt_duration=767.5 frames, utt_pad_proportion=0.1268, over 38.00 utterances.], tot_loss[loss=0.09754, over 1465073.41 frames. utt_duration=1200 frames, utt_pad_proportion=0.07206, over 4889.25 utterances.], batch size: 38, lr: 2.92e-04 2022-11-24 05:18:49,479 INFO [train.py:818] (3/4) Epoch 19, batch 6900, loss[loss=0.0797, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004297, over 20.00 utterances.], tot_loss[loss=0.0972, over 1464994.46 frames. utt_duration=1180 frames, utt_pad_proportion=0.07675, over 4971.45 utterances.], batch size: 20, lr: 2.92e-04 2022-11-24 05:19:27,022 INFO [train.py:818] (3/4) Epoch 19, batch 6950, loss[loss=0.1491, over 7443.00 frames. utt_duration=420.7 frames, utt_pad_proportion=0.3447, over 71.00 utterances.], tot_loss[loss=0.09714, over 1465431.80 frames. utt_duration=1178 frames, utt_pad_proportion=0.07995, over 4982.74 utterances.], batch size: 71, lr: 2.92e-04 2022-11-24 05:20:03,218 INFO [train.py:818] (3/4) Epoch 19, batch 7000, loss[loss=0.128, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006087, over 21.00 utterances.], tot_loss[loss=0.09565, over 1465990.76 frames. utt_duration=1194 frames, utt_pad_proportion=0.07549, over 4918.49 utterances.], batch size: 21, lr: 2.92e-04 2022-11-24 05:20:40,716 INFO [train.py:818] (3/4) Epoch 19, batch 7050, loss[loss=0.1102, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.004852, over 20.00 utterances.], tot_loss[loss=0.09652, over 1466695.48 frames. utt_duration=1212 frames, utt_pad_proportion=0.07015, over 4846.69 utterances.], batch size: 20, lr: 2.92e-04 2022-11-24 05:21:18,174 INFO [train.py:818] (3/4) Epoch 19, batch 7100, loss[loss=0.1187, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.09473, over 1464972.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06399, over 4771.76 utterances.], batch size: 18, lr: 2.92e-04 2022-11-24 05:21:54,463 INFO [train.py:818] (3/4) Epoch 19, batch 7150, loss[loss=0.0998, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.00824, over 17.00 utterances.], tot_loss[loss=0.0946, over 1464003.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.05919, over 4747.31 utterances.], batch size: 17, lr: 2.92e-04 2022-11-24 05:22:32,479 INFO [train.py:818] (3/4) Epoch 19, batch 7200, loss[loss=0.1153, over 7465.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06651, over 31.00 utterances.], tot_loss[loss=0.0956, over 1464043.84 frames. utt_duration=1228 frames, utt_pad_proportion=0.06146, over 4773.49 utterances.], batch size: 31, lr: 2.92e-04 2022-11-24 05:23:09,743 INFO [train.py:818] (3/4) Epoch 19, batch 7250, loss[loss=0.06863, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004316, over 20.00 utterances.], tot_loss[loss=0.09477, over 1464907.27 frames. utt_duration=1205 frames, utt_pad_proportion=0.06998, over 4869.03 utterances.], batch size: 20, lr: 2.92e-04 2022-11-24 05:23:46,704 INFO [train.py:818] (3/4) Epoch 19, batch 7300, loss[loss=0.08212, over 7243.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.0239, over 16.00 utterances.], tot_loss[loss=0.09582, over 1464462.79 frames. utt_duration=1203 frames, utt_pad_proportion=0.07027, over 4873.95 utterances.], batch size: 16, lr: 2.92e-04 2022-11-24 05:24:23,815 INFO [train.py:818] (3/4) Epoch 19, batch 7350, loss[loss=0.06612, over 7371.00 frames. utt_duration=952.1 frames, utt_pad_proportion=0.07918, over 31.00 utterances.], tot_loss[loss=0.09519, over 1463932.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06129, over 4770.22 utterances.], batch size: 31, lr: 2.91e-04 2022-11-24 05:25:01,938 INFO [train.py:818] (3/4) Epoch 19, batch 7400, loss[loss=0.1502, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008202, over 18.00 utterances.], tot_loss[loss=0.0956, over 1464740.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.07366, over 4903.58 utterances.], batch size: 18, lr: 2.91e-04 2022-11-24 05:25:39,637 INFO [train.py:818] (3/4) Epoch 19, batch 7450, loss[loss=0.09281, over 7293.00 frames. utt_duration=974 frames, utt_pad_proportion=0.05437, over 30.00 utterances.], tot_loss[loss=0.09454, over 1464849.21 frames. utt_duration=1206 frames, utt_pad_proportion=0.06955, over 4864.15 utterances.], batch size: 30, lr: 2.91e-04 2022-11-24 05:26:15,379 INFO [train.py:818] (3/4) Epoch 19, batch 7500, loss[loss=0.1073, over 7387.00 frames. utt_duration=954.6 frames, utt_pad_proportion=0.07681, over 31.00 utterances.], tot_loss[loss=0.09586, over 1464935.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.06157, over 4790.81 utterances.], batch size: 31, lr: 2.91e-04 2022-11-24 05:26:52,063 INFO [train.py:818] (3/4) Epoch 19, batch 7550, loss[loss=0.09023, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007202, over 22.00 utterances.], tot_loss[loss=0.09577, over 1464859.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06143, over 4785.11 utterances.], batch size: 22, lr: 2.91e-04 2022-11-24 05:27:29,474 INFO [train.py:818] (3/4) Epoch 19, batch 7600, loss[loss=0.09914, over 7203.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004313, over 20.00 utterances.], tot_loss[loss=0.09519, over 1466139.41 frames. utt_duration=1211 frames, utt_pad_proportion=0.06833, over 4847.78 utterances.], batch size: 20, lr: 2.91e-04 2022-11-24 05:28:07,421 INFO [train.py:818] (3/4) Epoch 19, batch 7650, loss[loss=0.1132, over 7424.00 frames. utt_duration=419.6 frames, utt_pad_proportion=0.3465, over 71.00 utterances.], tot_loss[loss=0.09508, over 1465074.44 frames. utt_duration=1203 frames, utt_pad_proportion=0.0709, over 4877.80 utterances.], batch size: 71, lr: 2.91e-04 2022-11-24 05:28:43,673 INFO [train.py:818] (3/4) Epoch 19, batch 7700, loss[loss=0.08728, over 7266.00 frames. utt_duration=970 frames, utt_pad_proportion=0.06186, over 30.00 utterances.], tot_loss[loss=0.09467, over 1465312.33 frames. utt_duration=1219 frames, utt_pad_proportion=0.06598, over 4813.92 utterances.], batch size: 30, lr: 2.91e-04 2022-11-24 05:29:21,033 INFO [train.py:818] (3/4) Epoch 19, batch 7750, loss[loss=0.1319, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006642, over 21.00 utterances.], tot_loss[loss=0.09562, over 1464972.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.06431, over 4828.32 utterances.], batch size: 21, lr: 2.91e-04 2022-11-24 05:29:58,964 INFO [train.py:818] (3/4) Epoch 19, batch 7800, loss[loss=0.08992, over 7287.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.02828, over 16.00 utterances.], tot_loss[loss=0.0963, over 1465323.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06232, over 4777.05 utterances.], batch size: 16, lr: 2.91e-04 2022-11-24 05:30:35,878 INFO [train.py:818] (3/4) Epoch 19, batch 7850, loss[loss=0.07504, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01078, over 17.00 utterances.], tot_loss[loss=0.09515, over 1464690.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.05686, over 4677.59 utterances.], batch size: 17, lr: 2.91e-04 2022-11-24 05:31:12,753 INFO [train.py:818] (3/4) Epoch 19, batch 7900, loss[loss=0.123, over 7342.00 frames. utt_duration=774.6 frames, utt_pad_proportion=0.1177, over 38.00 utterances.], tot_loss[loss=0.09503, over 1464228.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.05357, over 4653.06 utterances.], batch size: 38, lr: 2.91e-04 2022-11-24 05:32:00,700 INFO [train.py:818] (3/4) Epoch 19, batch 7950, loss[loss=0.07768, over 7291.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005181, over 20.00 utterances.], tot_loss[loss=0.09613, over 1462971.14 frames. utt_duration=1237 frames, utt_pad_proportion=0.06109, over 4736.26 utterances.], batch size: 20, lr: 2.91e-04 2022-11-24 05:32:38,936 INFO [train.py:818] (3/4) Epoch 19, batch 8000, loss[loss=0.07879, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006492, over 19.00 utterances.], tot_loss[loss=0.09511, over 1463331.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05651, over 4655.09 utterances.], batch size: 19, lr: 2.91e-04 2022-11-24 05:33:15,545 INFO [train.py:818] (3/4) Epoch 19, batch 8050, loss[loss=0.07002, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004656, over 19.00 utterances.], tot_loss[loss=0.09411, over 1463733.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.0514, over 4605.77 utterances.], batch size: 19, lr: 2.91e-04 2022-11-24 05:33:52,337 INFO [train.py:818] (3/4) Epoch 19, batch 8100, loss[loss=0.1126, over 7233.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02122, over 25.00 utterances.], tot_loss[loss=0.09421, over 1463766.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.04908, over 4576.78 utterances.], batch size: 25, lr: 2.91e-04 2022-11-24 05:34:29,446 INFO [train.py:818] (3/4) Epoch 19, batch 8150, loss[loss=0.1092, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007077, over 19.00 utterances.], tot_loss[loss=0.09272, over 1465117.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.04692, over 4572.60 utterances.], batch size: 19, lr: 2.91e-04 2022-11-24 05:35:06,029 INFO [train.py:818] (3/4) Epoch 19, batch 8200, loss[loss=0.08765, over 7347.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008123, over 23.00 utterances.], tot_loss[loss=0.09516, over 1465631.12 frames. utt_duration=1247 frames, utt_pad_proportion=0.05603, over 4707.98 utterances.], batch size: 23, lr: 2.91e-04 2022-11-24 05:35:42,457 INFO [train.py:818] (3/4) Epoch 19, batch 8250, loss[loss=0.07385, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006915, over 21.00 utterances.], tot_loss[loss=0.09469, over 1465282.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.05796, over 4724.89 utterances.], batch size: 21, lr: 2.91e-04 2022-11-24 05:36:19,503 INFO [train.py:818] (3/4) Epoch 19, batch 8300, loss[loss=0.07058, over 7451.00 frames. utt_duration=765.7 frames, utt_pad_proportion=0.1289, over 39.00 utterances.], tot_loss[loss=0.09537, over 1465481.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.06133, over 4792.92 utterances.], batch size: 39, lr: 2.91e-04 2022-11-24 05:36:57,510 INFO [train.py:818] (3/4) Epoch 19, batch 8350, loss[loss=0.103, over 7328.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01148, over 23.00 utterances.], tot_loss[loss=0.09464, over 1464637.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06118, over 4755.45 utterances.], batch size: 23, lr: 2.91e-04 2022-11-24 05:37:33,883 INFO [train.py:818] (3/4) Epoch 19, batch 8400, loss[loss=0.09331, over 7289.00 frames. utt_duration=768.7 frames, utt_pad_proportion=0.1255, over 38.00 utterances.], tot_loss[loss=0.09394, over 1465427.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.06613, over 4846.53 utterances.], batch size: 38, lr: 2.91e-04 2022-11-24 05:38:12,300 INFO [train.py:818] (3/4) Epoch 19, batch 8450, loss[loss=0.1012, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005915, over 21.00 utterances.], tot_loss[loss=0.09435, over 1465246.87 frames. utt_duration=1190 frames, utt_pad_proportion=0.07354, over 4931.40 utterances.], batch size: 21, lr: 2.91e-04 2022-11-24 05:38:48,727 INFO [train.py:818] (3/4) Epoch 19, batch 8500, loss[loss=0.06737, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007168, over 18.00 utterances.], tot_loss[loss=0.09398, over 1464994.96 frames. utt_duration=1189 frames, utt_pad_proportion=0.07631, over 4932.86 utterances.], batch size: 18, lr: 2.90e-04 2022-11-24 05:39:26,199 INFO [train.py:818] (3/4) Epoch 19, batch 8550, loss[loss=0.09314, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005225, over 22.00 utterances.], tot_loss[loss=0.09334, over 1466242.71 frames. utt_duration=1215 frames, utt_pad_proportion=0.06596, over 4832.05 utterances.], batch size: 22, lr: 2.90e-04 2022-11-24 05:40:04,313 INFO [train.py:818] (3/4) Epoch 19, batch 8600, loss[loss=0.06484, over 7323.00 frames. utt_duration=1832 frames, utt_pad_proportion=0.08244, over 16.00 utterances.], tot_loss[loss=0.09399, over 1466099.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06399, over 4797.62 utterances.], batch size: 16, lr: 2.90e-04 2022-11-24 05:40:41,480 INFO [train.py:818] (3/4) Epoch 19, batch 8650, loss[loss=0.09334, over 7462.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.1514, over 40.00 utterances.], tot_loss[loss=0.09419, over 1465539.03 frames. utt_duration=1195 frames, utt_pad_proportion=0.07358, over 4911.62 utterances.], batch size: 40, lr: 2.90e-04 2022-11-24 05:41:17,126 INFO [train.py:818] (3/4) Epoch 19, batch 8700, loss[loss=0.07414, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008422, over 18.00 utterances.], tot_loss[loss=0.09384, over 1465881.53 frames. utt_duration=1198 frames, utt_pad_proportion=0.07203, over 4898.57 utterances.], batch size: 18, lr: 2.90e-04 2022-11-24 05:41:54,041 INFO [train.py:818] (3/4) Epoch 19, batch 8750, loss[loss=0.07543, over 7302.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.03477, over 16.00 utterances.], tot_loss[loss=0.0952, over 1466587.44 frames. utt_duration=1190 frames, utt_pad_proportion=0.07386, over 4937.38 utterances.], batch size: 16, lr: 2.90e-04 2022-11-24 05:42:29,301 INFO [train.py:818] (3/4) Epoch 19, batch 8800, loss[loss=0.06493, over 7477.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.008347, over 19.00 utterances.], tot_loss[loss=0.09418, over 1467282.22 frames. utt_duration=1186 frames, utt_pad_proportion=0.07581, over 4954.73 utterances.], batch size: 19, lr: 2.90e-04 2022-11-24 05:43:06,891 INFO [train.py:818] (3/4) Epoch 19, batch 8850, loss[loss=0.1077, over 7182.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006567, over 17.00 utterances.], tot_loss[loss=0.09379, over 1465800.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07462, over 4902.23 utterances.], batch size: 17, lr: 2.90e-04 2022-11-24 05:44:18,337 INFO [train.py:818] (3/4) Epoch 20, batch 0, loss[loss=0.03981, over 7465.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008721, over 17.00 utterances.], tot_loss[loss=0.03981, over 7465.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008721, over 17.00 utterances.], batch size: 17, lr: 2.83e-04 2022-11-24 05:44:54,535 INFO [train.py:818] (3/4) Epoch 20, batch 50, loss[loss=0.06296, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00719, over 18.00 utterances.], tot_loss[loss=0.07787, over 331488.70 frames. utt_duration=1181 frames, utt_pad_proportion=0.07769, over 1123.72 utterances.], batch size: 18, lr: 2.83e-04 2022-11-24 05:45:29,701 INFO [train.py:818] (3/4) Epoch 20, batch 100, loss[loss=0.06864, over 7296.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005143, over 20.00 utterances.], tot_loss[loss=0.07748, over 583919.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.05025, over 1883.34 utterances.], batch size: 20, lr: 2.83e-04 2022-11-24 05:46:07,163 INFO [train.py:818] (3/4) Epoch 20, batch 150, loss[loss=0.09014, over 7459.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02874, over 26.00 utterances.], tot_loss[loss=0.07914, over 779527.06 frames. utt_duration=1210 frames, utt_pad_proportion=0.05975, over 2580.97 utterances.], batch size: 26, lr: 2.83e-04 2022-11-24 05:46:42,971 INFO [train.py:818] (3/4) Epoch 20, batch 200, loss[loss=0.06326, over 7316.00 frames. utt_duration=1332 frames, utt_pad_proportion=0.005499, over 22.00 utterances.], tot_loss[loss=0.07828, over 931965.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.06463, over 3060.74 utterances.], batch size: 22, lr: 2.83e-04 2022-11-24 05:47:19,002 INFO [train.py:818] (3/4) Epoch 20, batch 250, loss[loss=0.112, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0145, over 24.00 utterances.], tot_loss[loss=0.07759, over 1049866.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.05632, over 3354.30 utterances.], batch size: 24, lr: 2.83e-04 2022-11-24 05:47:55,939 INFO [train.py:818] (3/4) Epoch 20, batch 300, loss[loss=0.0692, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006342, over 19.00 utterances.], tot_loss[loss=0.07774, over 1142055.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.06161, over 3677.04 utterances.], batch size: 19, lr: 2.83e-04 2022-11-24 05:48:31,236 INFO [train.py:818] (3/4) Epoch 20, batch 350, loss[loss=0.08335, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01631, over 24.00 utterances.], tot_loss[loss=0.07661, over 1214214.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05502, over 3838.17 utterances.], batch size: 24, lr: 2.83e-04 2022-11-24 05:49:09,033 INFO [train.py:818] (3/4) Epoch 20, batch 400, loss[loss=0.07185, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007233, over 20.00 utterances.], tot_loss[loss=0.0766, over 1269885.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.05495, over 4020.08 utterances.], batch size: 20, lr: 2.83e-04 2022-11-24 05:49:45,414 INFO [train.py:818] (3/4) Epoch 20, batch 450, loss[loss=0.08116, over 7424.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005385, over 22.00 utterances.], tot_loss[loss=0.07611, over 1313131.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05518, over 4145.60 utterances.], batch size: 22, lr: 2.83e-04 2022-11-24 05:50:20,670 INFO [train.py:818] (3/4) Epoch 20, batch 500, loss[loss=0.0792, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005388, over 18.00 utterances.], tot_loss[loss=0.07492, over 1347709.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.05089, over 4213.18 utterances.], batch size: 18, lr: 2.83e-04 2022-11-24 05:50:59,408 INFO [train.py:818] (3/4) Epoch 20, batch 550, loss[loss=0.04861, over 7187.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006043, over 21.00 utterances.], tot_loss[loss=0.07586, over 1373984.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.04651, over 4260.50 utterances.], batch size: 21, lr: 2.83e-04 2022-11-24 05:51:34,696 INFO [train.py:818] (3/4) Epoch 20, batch 600, loss[loss=0.0701, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01221, over 24.00 utterances.], tot_loss[loss=0.07677, over 1393342.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.04538, over 4326.84 utterances.], batch size: 24, lr: 2.83e-04 2022-11-24 05:52:10,326 INFO [train.py:818] (3/4) Epoch 20, batch 650, loss[loss=0.08004, over 7189.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.005905, over 20.00 utterances.], tot_loss[loss=0.07588, over 1408757.82 frames. utt_duration=1317 frames, utt_pad_proportion=0.03866, over 4283.62 utterances.], batch size: 20, lr: 2.83e-04 2022-11-24 05:52:47,786 INFO [train.py:818] (3/4) Epoch 20, batch 700, loss[loss=0.03856, over 7195.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005763, over 18.00 utterances.], tot_loss[loss=0.07595, over 1420069.80 frames. utt_duration=1332 frames, utt_pad_proportion=0.03703, over 4268.23 utterances.], batch size: 18, lr: 2.83e-04 2022-11-24 05:53:23,329 INFO [train.py:818] (3/4) Epoch 20, batch 750, loss[loss=0.05742, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005878, over 19.00 utterances.], tot_loss[loss=0.07638, over 1430501.63 frames. utt_duration=1303 frames, utt_pad_proportion=0.04658, over 4397.13 utterances.], batch size: 19, lr: 2.82e-04 2022-11-24 05:53:59,233 INFO [train.py:818] (3/4) Epoch 20, batch 800, loss[loss=0.07163, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01413, over 24.00 utterances.], tot_loss[loss=0.07675, over 1437462.55 frames. utt_duration=1289 frames, utt_pad_proportion=0.05126, over 4467.21 utterances.], batch size: 24, lr: 2.82e-04 2022-11-24 05:54:37,779 INFO [train.py:818] (3/4) Epoch 20, batch 850, loss[loss=0.09648, over 7422.00 frames. utt_duration=763.1 frames, utt_pad_proportion=0.1319, over 39.00 utterances.], tot_loss[loss=0.07648, over 1444624.62 frames. utt_duration=1274 frames, utt_pad_proportion=0.05507, over 4540.97 utterances.], batch size: 39, lr: 2.82e-04 2022-11-24 05:55:12,219 INFO [train.py:818] (3/4) Epoch 20, batch 900, loss[loss=0.06997, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005415, over 20.00 utterances.], tot_loss[loss=0.07664, over 1448576.78 frames. utt_duration=1302 frames, utt_pad_proportion=0.04622, over 4455.82 utterances.], batch size: 20, lr: 2.82e-04 2022-11-24 05:55:48,642 INFO [train.py:818] (3/4) Epoch 20, batch 950, loss[loss=0.07588, over 7382.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.006289, over 19.00 utterances.], tot_loss[loss=0.07713, over 1452080.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.0563, over 4605.39 utterances.], batch size: 19, lr: 2.82e-04 2022-11-24 05:56:27,607 INFO [train.py:818] (3/4) Epoch 20, batch 1000, loss[loss=0.071, over 7438.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.06373, over 31.00 utterances.], tot_loss[loss=0.07798, over 1455358.73 frames. utt_duration=1250 frames, utt_pad_proportion=0.05778, over 4664.58 utterances.], batch size: 31, lr: 2.82e-04 2022-11-24 05:57:03,347 INFO [train.py:818] (3/4) Epoch 20, batch 1050, loss[loss=0.0751, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005115, over 19.00 utterances.], tot_loss[loss=0.07786, over 1457618.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.05363, over 4576.26 utterances.], batch size: 19, lr: 2.82e-04 2022-11-24 05:57:39,293 INFO [train.py:818] (3/4) Epoch 20, batch 1100, loss[loss=0.06561, over 7145.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01062, over 17.00 utterances.], tot_loss[loss=0.07791, over 1458562.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.04806, over 4537.51 utterances.], batch size: 17, lr: 2.82e-04 2022-11-24 05:58:17,078 INFO [train.py:818] (3/4) Epoch 20, batch 1150, loss[loss=0.087, over 7251.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.05775, over 30.00 utterances.], tot_loss[loss=0.0782, over 1459966.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05484, over 4648.05 utterances.], batch size: 30, lr: 2.82e-04 2022-11-24 05:58:52,582 INFO [train.py:818] (3/4) Epoch 20, batch 1200, loss[loss=0.08726, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01762, over 24.00 utterances.], tot_loss[loss=0.07834, over 1460141.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05191, over 4614.28 utterances.], batch size: 24, lr: 2.82e-04 2022-11-24 05:59:29,032 INFO [train.py:818] (3/4) Epoch 20, batch 1250, loss[loss=0.0741, over 7391.00 frames. utt_duration=759.3 frames, utt_pad_proportion=0.1342, over 39.00 utterances.], tot_loss[loss=0.07885, over 1461581.56 frames. utt_duration=1259 frames, utt_pad_proportion=0.05433, over 4647.98 utterances.], batch size: 39, lr: 2.82e-04 2022-11-24 06:00:06,790 INFO [train.py:818] (3/4) Epoch 20, batch 1300, loss[loss=0.08963, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008015, over 23.00 utterances.], tot_loss[loss=0.08, over 1463490.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.06222, over 4732.87 utterances.], batch size: 23, lr: 2.82e-04 2022-11-24 06:00:42,469 INFO [train.py:818] (3/4) Epoch 20, batch 1350, loss[loss=0.07962, over 7301.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.007907, over 18.00 utterances.], tot_loss[loss=0.08093, over 1463824.80 frames. utt_duration=1239 frames, utt_pad_proportion=0.0645, over 4730.76 utterances.], batch size: 18, lr: 2.82e-04 2022-11-24 06:01:19,484 INFO [train.py:818] (3/4) Epoch 20, batch 1400, loss[loss=0.08792, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005493, over 18.00 utterances.], tot_loss[loss=0.08024, over 1464957.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06426, over 4801.43 utterances.], batch size: 18, lr: 2.82e-04 2022-11-24 06:01:56,641 INFO [train.py:818] (3/4) Epoch 20, batch 1450, loss[loss=0.08694, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02117, over 25.00 utterances.], tot_loss[loss=0.08067, over 1465735.96 frames. utt_duration=1204 frames, utt_pad_proportion=0.07366, over 4876.89 utterances.], batch size: 25, lr: 2.82e-04 2022-11-24 06:02:32,216 INFO [train.py:818] (3/4) Epoch 20, batch 1500, loss[loss=0.0604, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009015, over 17.00 utterances.], tot_loss[loss=0.07997, over 1466073.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.06279, over 4724.11 utterances.], batch size: 17, lr: 2.82e-04 2022-11-24 06:03:09,673 INFO [train.py:818] (3/4) Epoch 20, batch 1550, loss[loss=0.05584, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00564, over 20.00 utterances.], tot_loss[loss=0.08016, over 1465547.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06211, over 4729.38 utterances.], batch size: 20, lr: 2.82e-04 2022-11-24 06:03:45,339 INFO [train.py:818] (3/4) Epoch 20, batch 1600, loss[loss=0.09151, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01051, over 23.00 utterances.], tot_loss[loss=0.07959, over 1465096.49 frames. utt_duration=1276 frames, utt_pad_proportion=0.0536, over 4598.13 utterances.], batch size: 23, lr: 2.82e-04 2022-11-24 06:04:21,811 INFO [train.py:818] (3/4) Epoch 20, batch 1650, loss[loss=0.06556, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006479, over 18.00 utterances.], tot_loss[loss=0.08053, over 1464664.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.05476, over 4597.09 utterances.], batch size: 18, lr: 2.82e-04 2022-11-24 06:04:59,469 INFO [train.py:818] (3/4) Epoch 20, batch 1700, loss[loss=0.07999, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00761, over 22.00 utterances.], tot_loss[loss=0.08021, over 1464173.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.05163, over 4604.21 utterances.], batch size: 22, lr: 2.82e-04 2022-11-24 06:05:35,004 INFO [train.py:818] (3/4) Epoch 20, batch 1750, loss[loss=0.05557, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005622, over 19.00 utterances.], tot_loss[loss=0.08009, over 1464773.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05259, over 4607.93 utterances.], batch size: 19, lr: 2.82e-04 2022-11-24 06:06:09,944 INFO [train.py:818] (3/4) Epoch 20, batch 1800, loss[loss=0.09856, over 7490.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005076, over 20.00 utterances.], tot_loss[loss=0.07955, over 1465047.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.05157, over 4592.00 utterances.], batch size: 20, lr: 2.82e-04 2022-11-24 06:06:47,941 INFO [train.py:818] (3/4) Epoch 20, batch 1850, loss[loss=0.0438, over 7210.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005066, over 18.00 utterances.], tot_loss[loss=0.07909, over 1464772.49 frames. utt_duration=1293 frames, utt_pad_proportion=0.04765, over 4535.62 utterances.], batch size: 18, lr: 2.82e-04 2022-11-24 06:07:22,807 INFO [train.py:818] (3/4) Epoch 20, batch 1900, loss[loss=0.06101, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01308, over 24.00 utterances.], tot_loss[loss=0.07941, over 1464559.56 frames. utt_duration=1304 frames, utt_pad_proportion=0.0442, over 4498.16 utterances.], batch size: 24, lr: 2.82e-04 2022-11-24 06:07:58,464 INFO [train.py:818] (3/4) Epoch 20, batch 1950, loss[loss=0.07652, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005181, over 21.00 utterances.], tot_loss[loss=0.07794, over 1463776.08 frames. utt_duration=1309 frames, utt_pad_proportion=0.04576, over 4479.20 utterances.], batch size: 21, lr: 2.81e-04 2022-11-24 06:08:36,375 INFO [train.py:818] (3/4) Epoch 20, batch 2000, loss[loss=0.0647, over 7304.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.03498, over 16.00 utterances.], tot_loss[loss=0.07731, over 1464305.36 frames. utt_duration=1286 frames, utt_pad_proportion=0.04943, over 4560.83 utterances.], batch size: 16, lr: 2.81e-04 2022-11-24 06:09:12,553 INFO [train.py:818] (3/4) Epoch 20, batch 2050, loss[loss=0.07823, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.005996, over 18.00 utterances.], tot_loss[loss=0.07832, over 1465794.02 frames. utt_duration=1255 frames, utt_pad_proportion=0.0567, over 4677.47 utterances.], batch size: 18, lr: 2.81e-04 2022-11-24 06:09:47,565 INFO [train.py:818] (3/4) Epoch 20, batch 2100, loss[loss=0.07139, over 7204.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004829, over 19.00 utterances.], tot_loss[loss=0.07779, over 1465333.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.05277, over 4594.94 utterances.], batch size: 19, lr: 2.81e-04 2022-11-24 06:10:25,979 INFO [train.py:818] (3/4) Epoch 20, batch 2150, loss[loss=0.09487, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005888, over 20.00 utterances.], tot_loss[loss=0.0783, over 1465632.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05506, over 4611.27 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:11:01,487 INFO [train.py:818] (3/4) Epoch 20, batch 2200, loss[loss=0.06793, over 7195.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006004, over 20.00 utterances.], tot_loss[loss=0.07756, over 1466994.14 frames. utt_duration=1272 frames, utt_pad_proportion=0.05246, over 4617.44 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:11:39,495 INFO [train.py:818] (3/4) Epoch 20, batch 2250, loss[loss=0.1364, over 7236.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01936, over 25.00 utterances.], tot_loss[loss=0.07821, over 1466713.14 frames. utt_duration=1246 frames, utt_pad_proportion=0.06227, over 4715.03 utterances.], batch size: 25, lr: 2.81e-04 2022-11-24 06:12:16,638 INFO [train.py:818] (3/4) Epoch 20, batch 2300, loss[loss=0.08151, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00569, over 18.00 utterances.], tot_loss[loss=0.07862, over 1465656.63 frames. utt_duration=1245 frames, utt_pad_proportion=0.062, over 4713.24 utterances.], batch size: 18, lr: 2.81e-04 2022-11-24 06:12:53,453 INFO [train.py:818] (3/4) Epoch 20, batch 2350, loss[loss=0.06652, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006153, over 20.00 utterances.], tot_loss[loss=0.07809, over 1464155.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.06029, over 4671.38 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:13:29,984 INFO [train.py:818] (3/4) Epoch 20, batch 2400, loss[loss=0.0472, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006315, over 18.00 utterances.], tot_loss[loss=0.07767, over 1465005.64 frames. utt_duration=1253 frames, utt_pad_proportion=0.05985, over 4681.64 utterances.], batch size: 18, lr: 2.81e-04 2022-11-24 06:14:08,705 INFO [train.py:818] (3/4) Epoch 20, batch 2450, loss[loss=0.07745, over 7423.00 frames. utt_duration=762.8 frames, utt_pad_proportion=0.1342, over 39.00 utterances.], tot_loss[loss=0.07821, over 1465632.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06387, over 4753.92 utterances.], batch size: 39, lr: 2.81e-04 2022-11-24 06:14:44,298 INFO [train.py:818] (3/4) Epoch 20, batch 2500, loss[loss=0.09354, over 7213.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01777, over 24.00 utterances.], tot_loss[loss=0.07791, over 1465509.08 frames. utt_duration=1242 frames, utt_pad_proportion=0.06422, over 4727.12 utterances.], batch size: 24, lr: 2.81e-04 2022-11-24 06:15:21,941 INFO [train.py:818] (3/4) Epoch 20, batch 2550, loss[loss=0.04474, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006075, over 19.00 utterances.], tot_loss[loss=0.07757, over 1465585.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05615, over 4633.14 utterances.], batch size: 19, lr: 2.81e-04 2022-11-24 06:15:59,038 INFO [train.py:818] (3/4) Epoch 20, batch 2600, loss[loss=0.09276, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006335, over 20.00 utterances.], tot_loss[loss=0.07707, over 1464622.92 frames. utt_duration=1278 frames, utt_pad_proportion=0.05216, over 4590.84 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:16:35,895 INFO [train.py:818] (3/4) Epoch 20, batch 2650, loss[loss=0.169, over 7434.00 frames. utt_duration=426.3 frames, utt_pad_proportion=0.334, over 70.00 utterances.], tot_loss[loss=0.07751, over 1465298.03 frames. utt_duration=1249 frames, utt_pad_proportion=0.06098, over 4696.90 utterances.], batch size: 70, lr: 2.81e-04 2022-11-24 06:17:14,091 INFO [train.py:818] (3/4) Epoch 20, batch 2700, loss[loss=0.06488, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006052, over 20.00 utterances.], tot_loss[loss=0.07684, over 1465558.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05905, over 4684.92 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:17:50,156 INFO [train.py:818] (3/4) Epoch 20, batch 2750, loss[loss=0.07152, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006516, over 19.00 utterances.], tot_loss[loss=0.07696, over 1464940.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.05918, over 4664.85 utterances.], batch size: 19, lr: 2.81e-04 2022-11-24 06:18:26,141 INFO [train.py:818] (3/4) Epoch 20, batch 2800, loss[loss=0.05434, over 7301.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.008281, over 18.00 utterances.], tot_loss[loss=0.07707, over 1465817.96 frames. utt_duration=1247 frames, utt_pad_proportion=0.06154, over 4706.70 utterances.], batch size: 18, lr: 2.81e-04 2022-11-24 06:19:03,925 INFO [train.py:818] (3/4) Epoch 20, batch 2850, loss[loss=0.05267, over 7379.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006788, over 20.00 utterances.], tot_loss[loss=0.07662, over 1465087.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.06019, over 4692.98 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:19:39,806 INFO [train.py:818] (3/4) Epoch 20, batch 2900, loss[loss=0.05443, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007353, over 19.00 utterances.], tot_loss[loss=0.07645, over 1465346.07 frames. utt_duration=1230 frames, utt_pad_proportion=0.06768, over 4771.63 utterances.], batch size: 19, lr: 2.81e-04 2022-11-24 06:20:17,023 INFO [train.py:818] (3/4) Epoch 20, batch 2950, loss[loss=0.07988, over 7490.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.07597, over 1464899.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06684, over 4745.75 utterances.], batch size: 19, lr: 2.81e-04 2022-11-24 06:20:54,665 INFO [train.py:818] (3/4) Epoch 20, batch 3000, loss[loss=0.07662, over 7349.00 frames. utt_duration=774.9 frames, utt_pad_proportion=0.1184, over 38.00 utterances.], tot_loss[loss=0.07542, over 1464654.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.0576, over 4689.92 utterances.], batch size: 38, lr: 2.81e-04 2022-11-24 06:20:54,667 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 06:21:15,146 INFO [train.py:847] (3/4) Epoch 20, validation: loss=0.05032, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 06:21:52,321 INFO [train.py:818] (3/4) Epoch 20, batch 3050, loss[loss=0.05435, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008288, over 18.00 utterances.], tot_loss[loss=0.07611, over 1465211.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05303, over 4640.82 utterances.], batch size: 18, lr: 2.81e-04 2022-11-24 06:22:31,499 INFO [train.py:818] (3/4) Epoch 20, batch 3100, loss[loss=0.06585, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005452, over 21.00 utterances.], tot_loss[loss=0.07602, over 1465761.89 frames. utt_duration=1267 frames, utt_pad_proportion=0.05379, over 4631.83 utterances.], batch size: 21, lr: 2.81e-04 2022-11-24 06:23:07,301 INFO [train.py:818] (3/4) Epoch 20, batch 3150, loss[loss=0.09118, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005344, over 20.00 utterances.], tot_loss[loss=0.07697, over 1464708.19 frames. utt_duration=1264 frames, utt_pad_proportion=0.05405, over 4641.95 utterances.], batch size: 20, lr: 2.81e-04 2022-11-24 06:23:43,033 INFO [train.py:818] (3/4) Epoch 20, batch 3200, loss[loss=0.07512, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005075, over 20.00 utterances.], tot_loss[loss=0.07631, over 1465491.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.04951, over 4580.33 utterances.], batch size: 20, lr: 2.80e-04 2022-11-24 06:24:21,301 INFO [train.py:818] (3/4) Epoch 20, batch 3250, loss[loss=0.06789, over 7234.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.02198, over 16.00 utterances.], tot_loss[loss=0.07672, over 1465735.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05456, over 4652.96 utterances.], batch size: 16, lr: 2.80e-04 2022-11-24 06:24:56,079 INFO [train.py:818] (3/4) Epoch 20, batch 3300, loss[loss=0.07762, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006142, over 18.00 utterances.], tot_loss[loss=0.07673, over 1465134.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05182, over 4634.15 utterances.], batch size: 18, lr: 2.80e-04 2022-11-24 06:25:32,611 INFO [train.py:818] (3/4) Epoch 20, batch 3350, loss[loss=0.1034, over 7466.00 frames. utt_duration=422 frames, utt_pad_proportion=0.3396, over 71.00 utterances.], tot_loss[loss=0.07637, over 1464687.81 frames. utt_duration=1242 frames, utt_pad_proportion=0.05781, over 4721.14 utterances.], batch size: 71, lr: 2.80e-04 2022-11-24 06:26:09,258 INFO [train.py:818] (3/4) Epoch 20, batch 3400, loss[loss=0.07601, over 7210.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00469, over 20.00 utterances.], tot_loss[loss=0.07579, over 1464912.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.05542, over 4688.13 utterances.], batch size: 20, lr: 2.80e-04 2022-11-24 06:26:45,238 INFO [train.py:818] (3/4) Epoch 20, batch 3450, loss[loss=0.05495, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00617, over 19.00 utterances.], tot_loss[loss=0.07534, over 1465288.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.04861, over 4619.37 utterances.], batch size: 19, lr: 2.80e-04 2022-11-24 06:27:22,409 INFO [train.py:818] (3/4) Epoch 20, batch 3500, loss[loss=0.09386, over 7419.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.06725, over 31.00 utterances.], tot_loss[loss=0.07534, over 1464952.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.05295, over 4678.24 utterances.], batch size: 31, lr: 2.80e-04 2022-11-24 06:27:58,021 INFO [train.py:818] (3/4) Epoch 20, batch 3550, loss[loss=0.07781, over 7181.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.07512, over 1463758.97 frames. utt_duration=1269 frames, utt_pad_proportion=0.04648, over 4619.08 utterances.], batch size: 21, lr: 2.80e-04 2022-11-24 06:28:33,493 INFO [train.py:818] (3/4) Epoch 20, batch 3600, loss[loss=0.08577, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006501, over 21.00 utterances.], tot_loss[loss=0.07536, over 1462886.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05327, over 4665.15 utterances.], batch size: 21, lr: 2.80e-04 2022-11-24 06:29:11,379 INFO [train.py:818] (3/4) Epoch 20, batch 3650, loss[loss=0.04166, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008388, over 18.00 utterances.], tot_loss[loss=0.07543, over 1464729.00 frames. utt_duration=1234 frames, utt_pad_proportion=0.06222, over 4753.72 utterances.], batch size: 18, lr: 2.80e-04 2022-11-24 06:29:48,492 INFO [train.py:818] (3/4) Epoch 20, batch 3700, loss[loss=0.05107, over 7444.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008122, over 18.00 utterances.], tot_loss[loss=0.0759, over 1464761.02 frames. utt_duration=1237 frames, utt_pad_proportion=0.06132, over 4740.90 utterances.], batch size: 18, lr: 2.80e-04 2022-11-24 06:30:24,698 INFO [train.py:818] (3/4) Epoch 20, batch 3750, loss[loss=0.082, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005859, over 19.00 utterances.], tot_loss[loss=0.0766, over 1464604.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.05811, over 4716.17 utterances.], batch size: 19, lr: 2.80e-04 2022-11-24 06:31:02,482 INFO [train.py:818] (3/4) Epoch 20, batch 3800, loss[loss=0.09735, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006149, over 22.00 utterances.], tot_loss[loss=0.07581, over 1464973.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.04924, over 4585.94 utterances.], batch size: 22, lr: 2.80e-04 2022-11-24 06:31:38,133 INFO [train.py:818] (3/4) Epoch 20, batch 3850, loss[loss=0.101, over 7460.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.3065, over 68.00 utterances.], tot_loss[loss=0.07658, over 1465929.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04953, over 4595.23 utterances.], batch size: 68, lr: 2.80e-04 2022-11-24 06:32:13,737 INFO [train.py:818] (3/4) Epoch 20, batch 3900, loss[loss=0.08445, over 7350.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02646, over 27.00 utterances.], tot_loss[loss=0.07782, over 1466150.18 frames. utt_duration=1255 frames, utt_pad_proportion=0.05542, over 4678.66 utterances.], batch size: 27, lr: 2.80e-04 2022-11-24 06:32:52,086 INFO [train.py:818] (3/4) Epoch 20, batch 3950, loss[loss=0.07904, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00645, over 19.00 utterances.], tot_loss[loss=0.07754, over 1466120.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05067, over 4617.47 utterances.], batch size: 19, lr: 2.80e-04 2022-11-24 06:33:28,074 INFO [train.py:818] (3/4) Epoch 20, batch 4000, loss[loss=0.04595, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009361, over 17.00 utterances.], tot_loss[loss=0.07718, over 1465841.23 frames. utt_duration=1284 frames, utt_pad_proportion=0.04757, over 4571.28 utterances.], batch size: 17, lr: 2.80e-04 2022-11-24 06:34:03,693 INFO [train.py:818] (3/4) Epoch 20, batch 4050, loss[loss=0.133, over 7446.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.3132, over 69.00 utterances.], tot_loss[loss=0.07783, over 1465878.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.05021, over 4602.94 utterances.], batch size: 69, lr: 2.80e-04 2022-11-24 06:34:42,059 INFO [train.py:818] (3/4) Epoch 20, batch 4100, loss[loss=0.07264, over 7407.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.123, over 39.00 utterances.], tot_loss[loss=0.07848, over 1465763.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05248, over 4635.22 utterances.], batch size: 39, lr: 2.80e-04 2022-11-24 06:35:19,281 INFO [train.py:818] (3/4) Epoch 20, batch 4150, loss[loss=0.06615, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00836, over 18.00 utterances.], tot_loss[loss=0.0787, over 1466261.29 frames. utt_duration=1248 frames, utt_pad_proportion=0.05574, over 4706.98 utterances.], batch size: 18, lr: 2.80e-04 2022-11-24 06:35:56,272 INFO [train.py:818] (3/4) Epoch 20, batch 4200, loss[loss=0.07191, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004685, over 21.00 utterances.], tot_loss[loss=0.07968, over 1466909.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05477, over 4650.54 utterances.], batch size: 21, lr: 2.80e-04 2022-11-24 06:36:34,190 INFO [train.py:818] (3/4) Epoch 20, batch 4250, loss[loss=0.06198, over 7402.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.00527, over 19.00 utterances.], tot_loss[loss=0.0813, over 1466868.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05646, over 4654.42 utterances.], batch size: 19, lr: 2.80e-04 2022-11-24 06:37:09,212 INFO [train.py:818] (3/4) Epoch 20, batch 4300, loss[loss=0.07215, over 7415.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00646, over 22.00 utterances.], tot_loss[loss=0.08353, over 1467988.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06045, over 4726.88 utterances.], batch size: 22, lr: 2.80e-04 2022-11-24 06:37:46,432 INFO [train.py:818] (3/4) Epoch 20, batch 4350, loss[loss=0.09015, over 7201.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004558, over 20.00 utterances.], tot_loss[loss=0.08615, over 1467342.41 frames. utt_duration=1236 frames, utt_pad_proportion=0.05981, over 4753.66 utterances.], batch size: 20, lr: 2.80e-04 2022-11-24 06:38:24,149 INFO [train.py:818] (3/4) Epoch 20, batch 4400, loss[loss=0.1167, over 7374.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02532, over 27.00 utterances.], tot_loss[loss=0.08676, over 1466804.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.05959, over 4779.11 utterances.], batch size: 27, lr: 2.80e-04 2022-11-24 06:39:00,036 INFO [train.py:818] (3/4) Epoch 20, batch 4450, loss[loss=0.1207, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005048, over 21.00 utterances.], tot_loss[loss=0.08662, over 1466275.52 frames. utt_duration=1248 frames, utt_pad_proportion=0.05527, over 4706.97 utterances.], batch size: 21, lr: 2.79e-04 2022-11-24 06:39:37,894 INFO [train.py:818] (3/4) Epoch 20, batch 4500, loss[loss=0.08592, over 7371.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.006061, over 20.00 utterances.], tot_loss[loss=0.08871, over 1467834.11 frames. utt_duration=1273 frames, utt_pad_proportion=0.05109, over 4616.85 utterances.], batch size: 20, lr: 2.79e-04 2022-11-24 06:40:15,147 INFO [train.py:818] (3/4) Epoch 20, batch 4550, loss[loss=0.1029, over 7215.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02402, over 25.00 utterances.], tot_loss[loss=0.0896, over 1466984.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05445, over 4636.86 utterances.], batch size: 25, lr: 2.79e-04 2022-11-24 06:40:52,215 INFO [train.py:818] (3/4) Epoch 20, batch 4600, loss[loss=0.09873, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006596, over 21.00 utterances.], tot_loss[loss=0.09007, over 1466637.23 frames. utt_duration=1263 frames, utt_pad_proportion=0.05298, over 4648.72 utterances.], batch size: 21, lr: 2.79e-04 2022-11-24 06:41:30,181 INFO [train.py:818] (3/4) Epoch 20, batch 4650, loss[loss=0.104, over 7159.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008685, over 17.00 utterances.], tot_loss[loss=0.09008, over 1465917.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.04457, over 4549.66 utterances.], batch size: 17, lr: 2.79e-04 2022-11-24 06:42:06,722 INFO [train.py:818] (3/4) Epoch 20, batch 4700, loss[loss=0.1083, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005818, over 21.00 utterances.], tot_loss[loss=0.09152, over 1465418.86 frames. utt_duration=1283 frames, utt_pad_proportion=0.04489, over 4575.70 utterances.], batch size: 21, lr: 2.79e-04 2022-11-24 06:42:42,452 INFO [train.py:818] (3/4) Epoch 20, batch 4750, loss[loss=0.08985, over 7305.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03317, over 27.00 utterances.], tot_loss[loss=0.0918, over 1464853.51 frames. utt_duration=1279 frames, utt_pad_proportion=0.04503, over 4585.51 utterances.], batch size: 27, lr: 2.79e-04 2022-11-24 06:43:20,772 INFO [train.py:818] (3/4) Epoch 20, batch 4800, loss[loss=0.07984, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01114, over 23.00 utterances.], tot_loss[loss=0.09182, over 1464981.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.05379, over 4664.29 utterances.], batch size: 23, lr: 2.79e-04 2022-11-24 06:43:57,334 INFO [train.py:818] (3/4) Epoch 20, batch 4850, loss[loss=0.07368, over 7300.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00514, over 20.00 utterances.], tot_loss[loss=0.09265, over 1464857.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05077, over 4635.09 utterances.], batch size: 20, lr: 2.79e-04 2022-11-24 06:44:34,634 INFO [train.py:818] (3/4) Epoch 20, batch 4900, loss[loss=0.1022, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006393, over 21.00 utterances.], tot_loss[loss=0.09342, over 1464554.01 frames. utt_duration=1279 frames, utt_pad_proportion=0.04746, over 4585.98 utterances.], batch size: 21, lr: 2.79e-04 2022-11-24 06:45:13,051 INFO [train.py:818] (3/4) Epoch 20, batch 4950, loss[loss=0.09819, over 7276.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006072, over 21.00 utterances.], tot_loss[loss=0.09417, over 1465799.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.05931, over 4700.78 utterances.], batch size: 21, lr: 2.79e-04 2022-11-24 06:45:49,012 INFO [train.py:818] (3/4) Epoch 20, batch 5000, loss[loss=0.1603, over 7399.00 frames. utt_duration=412.5 frames, utt_pad_proportion=0.3565, over 72.00 utterances.], tot_loss[loss=0.09499, over 1465739.18 frames. utt_duration=1242 frames, utt_pad_proportion=0.06328, over 4727.49 utterances.], batch size: 72, lr: 2.79e-04 2022-11-24 06:46:26,711 INFO [train.py:818] (3/4) Epoch 20, batch 5050, loss[loss=0.08179, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00879, over 23.00 utterances.], tot_loss[loss=0.09557, over 1466187.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06551, over 4776.70 utterances.], batch size: 23, lr: 2.79e-04 2022-11-24 06:47:03,146 INFO [train.py:818] (3/4) Epoch 20, batch 5100, loss[loss=0.08277, over 7106.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.004898, over 18.00 utterances.], tot_loss[loss=0.09478, over 1466045.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.06724, over 4786.04 utterances.], batch size: 18, lr: 2.79e-04 2022-11-24 06:47:40,565 INFO [train.py:818] (3/4) Epoch 20, batch 5150, loss[loss=0.0979, over 7299.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.005037, over 20.00 utterances.], tot_loss[loss=0.09493, over 1466119.85 frames. utt_duration=1205 frames, utt_pad_proportion=0.07822, over 4873.57 utterances.], batch size: 20, lr: 2.79e-04 2022-11-24 06:48:18,252 INFO [train.py:818] (3/4) Epoch 20, batch 5200, loss[loss=0.07296, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007728, over 18.00 utterances.], tot_loss[loss=0.09565, over 1465887.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07309, over 4828.58 utterances.], batch size: 18, lr: 2.79e-04 2022-11-24 06:48:55,338 INFO [train.py:818] (3/4) Epoch 20, batch 5250, loss[loss=0.1046, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.09641, over 1466008.73 frames. utt_duration=1203 frames, utt_pad_proportion=0.07799, over 4880.89 utterances.], batch size: 20, lr: 2.79e-04 2022-11-24 06:49:32,968 INFO [train.py:818] (3/4) Epoch 20, batch 5300, loss[loss=0.1451, over 7438.00 frames. utt_duration=420.8 frames, utt_pad_proportion=0.3436, over 71.00 utterances.], tot_loss[loss=0.09573, over 1465526.68 frames. utt_duration=1192 frames, utt_pad_proportion=0.08338, over 4924.83 utterances.], batch size: 71, lr: 2.79e-04 2022-11-24 06:50:10,557 INFO [train.py:818] (3/4) Epoch 20, batch 5350, loss[loss=0.06055, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008404, over 18.00 utterances.], tot_loss[loss=0.09627, over 1465287.05 frames. utt_duration=1191 frames, utt_pad_proportion=0.08197, over 4927.42 utterances.], batch size: 18, lr: 2.79e-04 2022-11-24 06:50:46,500 INFO [train.py:818] (3/4) Epoch 20, batch 5400, loss[loss=0.09881, over 7483.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01246, over 24.00 utterances.], tot_loss[loss=0.09545, over 1464610.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.07299, over 4828.12 utterances.], batch size: 24, lr: 2.79e-04 2022-11-24 06:51:23,410 INFO [train.py:818] (3/4) Epoch 20, batch 5450, loss[loss=0.1027, over 7224.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01434, over 24.00 utterances.], tot_loss[loss=0.09629, over 1464951.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06791, over 4802.33 utterances.], batch size: 24, lr: 2.79e-04 2022-11-24 06:52:01,027 INFO [train.py:818] (3/4) Epoch 20, batch 5500, loss[loss=0.1085, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.09516, over 1465611.80 frames. utt_duration=1247 frames, utt_pad_proportion=0.06156, over 4707.87 utterances.], batch size: 19, lr: 2.79e-04 2022-11-24 06:52:37,333 INFO [train.py:818] (3/4) Epoch 20, batch 5550, loss[loss=0.06883, over 7461.00 frames. utt_duration=964 frames, utt_pad_proportion=0.06857, over 31.00 utterances.], tot_loss[loss=0.09496, over 1464392.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06274, over 4737.86 utterances.], batch size: 31, lr: 2.79e-04 2022-11-24 06:53:14,345 INFO [train.py:818] (3/4) Epoch 20, batch 5600, loss[loss=0.04102, over 7384.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005649, over 20.00 utterances.], tot_loss[loss=0.09418, over 1464135.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06042, over 4724.77 utterances.], batch size: 20, lr: 2.79e-04 2022-11-24 06:53:53,071 INFO [train.py:818] (3/4) Epoch 20, batch 5650, loss[loss=0.1075, over 7202.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005622, over 19.00 utterances.], tot_loss[loss=0.09449, over 1465295.17 frames. utt_duration=1213 frames, utt_pad_proportion=0.06811, over 4837.52 utterances.], batch size: 19, lr: 2.79e-04 2022-11-24 06:54:29,981 INFO [train.py:818] (3/4) Epoch 20, batch 5700, loss[loss=0.06245, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.00617, over 21.00 utterances.], tot_loss[loss=0.09414, over 1464901.24 frames. utt_duration=1195 frames, utt_pad_proportion=0.07489, over 4909.20 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 06:55:08,001 INFO [train.py:818] (3/4) Epoch 20, batch 5750, loss[loss=0.1144, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01004, over 22.00 utterances.], tot_loss[loss=0.09283, over 1465617.56 frames. utt_duration=1194 frames, utt_pad_proportion=0.07953, over 4915.40 utterances.], batch size: 22, lr: 2.78e-04 2022-11-24 06:55:45,514 INFO [train.py:818] (3/4) Epoch 20, batch 5800, loss[loss=0.07481, over 7488.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01215, over 24.00 utterances.], tot_loss[loss=0.09375, over 1465505.91 frames. utt_duration=1202 frames, utt_pad_proportion=0.07355, over 4882.00 utterances.], batch size: 24, lr: 2.78e-04 2022-11-24 06:56:22,488 INFO [train.py:818] (3/4) Epoch 20, batch 5850, loss[loss=0.08789, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005915, over 21.00 utterances.], tot_loss[loss=0.09402, over 1466757.83 frames. utt_duration=1199 frames, utt_pad_proportion=0.07581, over 4901.13 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 06:56:59,829 INFO [train.py:818] (3/4) Epoch 20, batch 5900, loss[loss=0.1018, over 7421.00 frames. utt_duration=959.1 frames, utt_pad_proportion=0.06341, over 31.00 utterances.], tot_loss[loss=0.09431, over 1467499.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.07203, over 4860.92 utterances.], batch size: 31, lr: 2.78e-04 2022-11-24 06:57:36,323 INFO [train.py:818] (3/4) Epoch 20, batch 5950, loss[loss=0.09744, over 7487.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.003954, over 21.00 utterances.], tot_loss[loss=0.09354, over 1466787.77 frames. utt_duration=1208 frames, utt_pad_proportion=0.07398, over 4863.48 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 06:58:13,047 INFO [train.py:818] (3/4) Epoch 20, batch 6000, loss[loss=0.1119, over 7375.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006157, over 20.00 utterances.], tot_loss[loss=0.09491, over 1467722.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.07508, over 4874.50 utterances.], batch size: 20, lr: 2.78e-04 2022-11-24 06:58:13,048 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 06:58:33,239 INFO [train.py:847] (3/4) Epoch 20, validation: loss=0.0472, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 06:59:09,819 INFO [train.py:818] (3/4) Epoch 20, batch 6050, loss[loss=0.1115, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.09523, over 1466621.39 frames. utt_duration=1201 frames, utt_pad_proportion=0.07205, over 4891.08 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 06:59:46,791 INFO [train.py:818] (3/4) Epoch 20, batch 6100, loss[loss=0.1142, over 7447.00 frames. utt_duration=962.1 frames, utt_pad_proportion=0.07044, over 31.00 utterances.], tot_loss[loss=0.09534, over 1465833.33 frames. utt_duration=1225 frames, utt_pad_proportion=0.06523, over 4794.07 utterances.], batch size: 31, lr: 2.78e-04 2022-11-24 07:00:25,435 INFO [train.py:818] (3/4) Epoch 20, batch 6150, loss[loss=0.09611, over 7471.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02774, over 26.00 utterances.], tot_loss[loss=0.09475, over 1466702.97 frames. utt_duration=1221 frames, utt_pad_proportion=0.06859, over 4810.62 utterances.], batch size: 26, lr: 2.78e-04 2022-11-24 07:01:02,171 INFO [train.py:818] (3/4) Epoch 20, batch 6200, loss[loss=0.09051, over 7426.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.00625, over 22.00 utterances.], tot_loss[loss=0.09586, over 1466028.13 frames. utt_duration=1196 frames, utt_pad_proportion=0.07589, over 4911.09 utterances.], batch size: 22, lr: 2.78e-04 2022-11-24 07:01:39,986 INFO [train.py:818] (3/4) Epoch 20, batch 6250, loss[loss=0.04815, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.09493, over 1466989.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06857, over 4835.15 utterances.], batch size: 20, lr: 2.78e-04 2022-11-24 07:02:16,597 INFO [train.py:818] (3/4) Epoch 20, batch 6300, loss[loss=0.1123, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 21.00 utterances.], tot_loss[loss=0.09652, over 1466611.00 frames. utt_duration=1197 frames, utt_pad_proportion=0.07406, over 4908.31 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 07:02:54,033 INFO [train.py:818] (3/4) Epoch 20, batch 6350, loss[loss=0.09435, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01704, over 24.00 utterances.], tot_loss[loss=0.09586, over 1466576.61 frames. utt_duration=1204 frames, utt_pad_proportion=0.07079, over 4876.61 utterances.], batch size: 24, lr: 2.78e-04 2022-11-24 07:03:31,445 INFO [train.py:818] (3/4) Epoch 20, batch 6400, loss[loss=0.07714, over 7243.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03247, over 16.00 utterances.], tot_loss[loss=0.09512, over 1466991.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.06647, over 4839.04 utterances.], batch size: 16, lr: 2.78e-04 2022-11-24 07:04:08,274 INFO [train.py:818] (3/4) Epoch 20, batch 6450, loss[loss=0.1069, over 7206.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004486, over 20.00 utterances.], tot_loss[loss=0.09503, over 1465907.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06108, over 4752.33 utterances.], batch size: 20, lr: 2.78e-04 2022-11-24 07:04:44,790 INFO [train.py:818] (3/4) Epoch 20, batch 6500, loss[loss=0.079, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03324, over 27.00 utterances.], tot_loss[loss=0.09439, over 1465163.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.05822, over 4716.62 utterances.], batch size: 27, lr: 2.78e-04 2022-11-24 07:05:21,118 INFO [train.py:818] (3/4) Epoch 20, batch 6550, loss[loss=0.0768, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.003823, over 19.00 utterances.], tot_loss[loss=0.09408, over 1465616.87 frames. utt_duration=1250 frames, utt_pad_proportion=0.05446, over 4695.15 utterances.], batch size: 19, lr: 2.78e-04 2022-11-24 07:05:59,353 INFO [train.py:818] (3/4) Epoch 20, batch 6600, loss[loss=0.147, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005538, over 19.00 utterances.], tot_loss[loss=0.09433, over 1466231.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05541, over 4645.56 utterances.], batch size: 19, lr: 2.78e-04 2022-11-24 07:06:37,383 INFO [train.py:818] (3/4) Epoch 20, batch 6650, loss[loss=0.06613, over 7210.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004276, over 20.00 utterances.], tot_loss[loss=0.09394, over 1465917.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05247, over 4621.92 utterances.], batch size: 20, lr: 2.78e-04 2022-11-24 07:07:14,487 INFO [train.py:818] (3/4) Epoch 20, batch 6700, loss[loss=0.06315, over 7210.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005376, over 18.00 utterances.], tot_loss[loss=0.09401, over 1466213.22 frames. utt_duration=1292 frames, utt_pad_proportion=0.0446, over 4544.72 utterances.], batch size: 18, lr: 2.78e-04 2022-11-24 07:07:51,750 INFO [train.py:818] (3/4) Epoch 20, batch 6750, loss[loss=0.07439, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007419, over 18.00 utterances.], tot_loss[loss=0.09364, over 1466474.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05641, over 4692.26 utterances.], batch size: 18, lr: 2.78e-04 2022-11-24 07:08:30,724 INFO [train.py:818] (3/4) Epoch 20, batch 6800, loss[loss=0.09034, over 7181.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.09351, over 1466887.08 frames. utt_duration=1235 frames, utt_pad_proportion=0.0635, over 4758.05 utterances.], batch size: 21, lr: 2.78e-04 2022-11-24 07:09:07,403 INFO [train.py:818] (3/4) Epoch 20, batch 6850, loss[loss=0.07602, over 7441.00 frames. utt_duration=745.8 frames, utt_pad_proportion=0.1497, over 40.00 utterances.], tot_loss[loss=0.09471, over 1466884.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06345, over 4769.88 utterances.], batch size: 40, lr: 2.78e-04 2022-11-24 07:09:43,600 INFO [train.py:818] (3/4) Epoch 20, batch 6900, loss[loss=0.1279, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], tot_loss[loss=0.09318, over 1467375.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.05962, over 4723.62 utterances.], batch size: 24, lr: 2.78e-04 2022-11-24 07:10:20,802 INFO [train.py:818] (3/4) Epoch 20, batch 6950, loss[loss=0.09547, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005655, over 19.00 utterances.], tot_loss[loss=0.09314, over 1466483.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05544, over 4634.60 utterances.], batch size: 19, lr: 2.77e-04 2022-11-24 07:10:56,675 INFO [train.py:818] (3/4) Epoch 20, batch 7000, loss[loss=0.06303, over 7490.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.00491, over 20.00 utterances.], tot_loss[loss=0.093, over 1466788.84 frames. utt_duration=1269 frames, utt_pad_proportion=0.05335, over 4630.73 utterances.], batch size: 20, lr: 2.77e-04 2022-11-24 07:11:45,312 INFO [train.py:818] (3/4) Epoch 20, batch 7050, loss[loss=0.06612, over 7334.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.005891, over 18.00 utterances.], tot_loss[loss=0.09325, over 1465820.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.06527, over 4749.10 utterances.], batch size: 18, lr: 2.77e-04 2022-11-24 07:12:23,307 INFO [train.py:818] (3/4) Epoch 20, batch 7100, loss[loss=0.08934, over 7318.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00759, over 17.00 utterances.], tot_loss[loss=0.09399, over 1465283.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.07223, over 4846.34 utterances.], batch size: 17, lr: 2.77e-04 2022-11-24 07:12:59,728 INFO [train.py:818] (3/4) Epoch 20, batch 7150, loss[loss=0.06719, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006173, over 18.00 utterances.], tot_loss[loss=0.0934, over 1465411.28 frames. utt_duration=1213 frames, utt_pad_proportion=0.07039, over 4837.34 utterances.], batch size: 18, lr: 2.77e-04 2022-11-24 07:13:36,938 INFO [train.py:818] (3/4) Epoch 20, batch 7200, loss[loss=0.1553, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006983, over 21.00 utterances.], tot_loss[loss=0.09498, over 1466669.34 frames. utt_duration=1186 frames, utt_pad_proportion=0.0802, over 4954.39 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:14:14,356 INFO [train.py:818] (3/4) Epoch 20, batch 7250, loss[loss=0.08149, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004752, over 21.00 utterances.], tot_loss[loss=0.09442, over 1466392.80 frames. utt_duration=1216 frames, utt_pad_proportion=0.0681, over 4828.51 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:14:50,005 INFO [train.py:818] (3/4) Epoch 20, batch 7300, loss[loss=0.07416, over 7291.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01034, over 17.00 utterances.], tot_loss[loss=0.09361, over 1466349.80 frames. utt_duration=1208 frames, utt_pad_proportion=0.07159, over 4860.57 utterances.], batch size: 17, lr: 2.77e-04 2022-11-24 07:15:27,711 INFO [train.py:818] (3/4) Epoch 20, batch 7350, loss[loss=0.1445, over 7284.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.1365, over 39.00 utterances.], tot_loss[loss=0.09451, over 1466691.79 frames. utt_duration=1227 frames, utt_pad_proportion=0.0649, over 4785.40 utterances.], batch size: 39, lr: 2.77e-04 2022-11-24 07:16:05,179 INFO [train.py:818] (3/4) Epoch 20, batch 7400, loss[loss=0.1, over 7282.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.05736, over 30.00 utterances.], tot_loss[loss=0.09411, over 1467119.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.06632, over 4775.85 utterances.], batch size: 30, lr: 2.77e-04 2022-11-24 07:16:42,668 INFO [train.py:818] (3/4) Epoch 20, batch 7450, loss[loss=0.0846, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.09509, over 1466843.42 frames. utt_duration=1172 frames, utt_pad_proportion=0.08297, over 5012.87 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:17:19,796 INFO [train.py:818] (3/4) Epoch 20, batch 7500, loss[loss=0.08437, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004587, over 19.00 utterances.], tot_loss[loss=0.09436, over 1464869.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.07062, over 4846.13 utterances.], batch size: 19, lr: 2.77e-04 2022-11-24 07:17:56,767 INFO [train.py:818] (3/4) Epoch 20, batch 7550, loss[loss=0.06906, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009153, over 17.00 utterances.], tot_loss[loss=0.09367, over 1464000.89 frames. utt_duration=1217 frames, utt_pad_proportion=0.06853, over 4819.16 utterances.], batch size: 17, lr: 2.77e-04 2022-11-24 07:18:34,694 INFO [train.py:818] (3/4) Epoch 20, batch 7600, loss[loss=0.1088, over 7427.00 frames. utt_duration=1651 frames, utt_pad_proportion=0.009992, over 18.00 utterances.], tot_loss[loss=0.0931, over 1464498.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.0677, over 4787.00 utterances.], batch size: 18, lr: 2.77e-04 2022-11-24 07:19:10,967 INFO [train.py:818] (3/4) Epoch 20, batch 7650, loss[loss=0.1126, over 7476.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02633, over 26.00 utterances.], tot_loss[loss=0.09333, over 1464696.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06314, over 4759.25 utterances.], batch size: 26, lr: 2.77e-04 2022-11-24 07:19:48,163 INFO [train.py:818] (3/4) Epoch 20, batch 7700, loss[loss=0.0687, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005688, over 20.00 utterances.], tot_loss[loss=0.09338, over 1463653.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.06154, over 4736.27 utterances.], batch size: 20, lr: 2.77e-04 2022-11-24 07:20:25,797 INFO [train.py:818] (3/4) Epoch 20, batch 7750, loss[loss=0.08892, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.09383, over 1463964.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06564, over 4794.34 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:21:02,743 INFO [train.py:818] (3/4) Epoch 20, batch 7800, loss[loss=0.0781, over 7213.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005101, over 18.00 utterances.], tot_loss[loss=0.09324, over 1463777.30 frames. utt_duration=1230 frames, utt_pad_proportion=0.06112, over 4766.41 utterances.], batch size: 18, lr: 2.77e-04 2022-11-24 07:21:39,807 INFO [train.py:818] (3/4) Epoch 20, batch 7850, loss[loss=0.1011, over 7300.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.1446, over 39.00 utterances.], tot_loss[loss=0.0924, over 1463845.13 frames. utt_duration=1234 frames, utt_pad_proportion=0.05956, over 4749.54 utterances.], batch size: 39, lr: 2.77e-04 2022-11-24 07:22:18,204 INFO [train.py:818] (3/4) Epoch 20, batch 7900, loss[loss=0.09033, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.0934, over 1464162.97 frames. utt_duration=1205 frames, utt_pad_proportion=0.0663, over 4866.71 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:22:56,056 INFO [train.py:818] (3/4) Epoch 20, batch 7950, loss[loss=0.0908, over 7422.00 frames. utt_duration=763 frames, utt_pad_proportion=0.125, over 39.00 utterances.], tot_loss[loss=0.09449, over 1465345.44 frames. utt_duration=1164 frames, utt_pad_proportion=0.07916, over 5040.04 utterances.], batch size: 39, lr: 2.77e-04 2022-11-24 07:23:33,716 INFO [train.py:818] (3/4) Epoch 20, batch 8000, loss[loss=0.05528, over 7291.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.00977, over 17.00 utterances.], tot_loss[loss=0.0937, over 1465198.07 frames. utt_duration=1189 frames, utt_pad_proportion=0.07114, over 4936.37 utterances.], batch size: 17, lr: 2.77e-04 2022-11-24 07:24:11,139 INFO [train.py:818] (3/4) Epoch 20, batch 8050, loss[loss=0.07676, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007299, over 22.00 utterances.], tot_loss[loss=0.09175, over 1464956.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06487, over 4811.75 utterances.], batch size: 22, lr: 2.77e-04 2022-11-24 07:24:48,045 INFO [train.py:818] (3/4) Epoch 20, batch 8100, loss[loss=0.08469, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007008, over 19.00 utterances.], tot_loss[loss=0.0911, over 1465745.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.06313, over 4798.29 utterances.], batch size: 19, lr: 2.77e-04 2022-11-24 07:25:26,130 INFO [train.py:818] (3/4) Epoch 20, batch 8150, loss[loss=0.08305, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.09286, over 1466154.38 frames. utt_duration=1211 frames, utt_pad_proportion=0.06757, over 4850.37 utterances.], batch size: 21, lr: 2.77e-04 2022-11-24 07:26:03,990 INFO [train.py:818] (3/4) Epoch 20, batch 8200, loss[loss=0.09077, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01679, over 24.00 utterances.], tot_loss[loss=0.09191, over 1465580.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06563, over 4791.51 utterances.], batch size: 24, lr: 2.76e-04 2022-11-24 07:26:39,222 INFO [train.py:818] (3/4) Epoch 20, batch 8250, loss[loss=0.07159, over 7326.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006404, over 17.00 utterances.], tot_loss[loss=0.0908, over 1465382.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.05718, over 4704.14 utterances.], batch size: 17, lr: 2.76e-04 2022-11-24 07:27:17,305 INFO [train.py:818] (3/4) Epoch 20, batch 8300, loss[loss=0.06673, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00775, over 18.00 utterances.], tot_loss[loss=0.09207, over 1464533.45 frames. utt_duration=1212 frames, utt_pad_proportion=0.06968, over 4841.15 utterances.], batch size: 18, lr: 2.76e-04 2022-11-24 07:27:55,536 INFO [train.py:818] (3/4) Epoch 20, batch 8350, loss[loss=0.07336, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009555, over 17.00 utterances.], tot_loss[loss=0.09233, over 1464255.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.06578, over 4767.93 utterances.], batch size: 17, lr: 2.76e-04 2022-11-24 07:28:33,020 INFO [train.py:818] (3/4) Epoch 20, batch 8400, loss[loss=0.1087, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005702, over 21.00 utterances.], tot_loss[loss=0.09213, over 1463957.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.06863, over 4783.00 utterances.], batch size: 21, lr: 2.76e-04 2022-11-24 07:29:10,137 INFO [train.py:818] (3/4) Epoch 20, batch 8450, loss[loss=0.06372, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008132, over 17.00 utterances.], tot_loss[loss=0.09218, over 1464775.74 frames. utt_duration=1233 frames, utt_pad_proportion=0.06656, over 4758.87 utterances.], batch size: 17, lr: 2.76e-04 2022-11-24 07:29:47,297 INFO [train.py:818] (3/4) Epoch 20, batch 8500, loss[loss=0.1202, over 7461.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006551, over 21.00 utterances.], tot_loss[loss=0.09222, over 1464906.99 frames. utt_duration=1207 frames, utt_pad_proportion=0.07334, over 4859.03 utterances.], batch size: 21, lr: 2.76e-04 2022-11-24 07:30:24,488 INFO [train.py:818] (3/4) Epoch 20, batch 8550, loss[loss=0.05845, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008261, over 18.00 utterances.], tot_loss[loss=0.09382, over 1465065.90 frames. utt_duration=1188 frames, utt_pad_proportion=0.07873, over 4938.92 utterances.], batch size: 18, lr: 2.76e-04 2022-11-24 07:31:00,934 INFO [train.py:818] (3/4) Epoch 20, batch 8600, loss[loss=0.0984, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005351, over 21.00 utterances.], tot_loss[loss=0.09174, over 1464983.75 frames. utt_duration=1206 frames, utt_pad_proportion=0.07306, over 4863.35 utterances.], batch size: 21, lr: 2.76e-04 2022-11-24 07:31:38,213 INFO [train.py:818] (3/4) Epoch 20, batch 8650, loss[loss=0.04999, over 7273.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006754, over 21.00 utterances.], tot_loss[loss=0.09074, over 1464794.41 frames. utt_duration=1208 frames, utt_pad_proportion=0.07365, over 4857.41 utterances.], batch size: 21, lr: 2.76e-04 2022-11-24 07:32:14,061 INFO [train.py:818] (3/4) Epoch 20, batch 8700, loss[loss=0.05609, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005638, over 19.00 utterances.], tot_loss[loss=0.09038, over 1464538.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.07015, over 4795.13 utterances.], batch size: 19, lr: 2.76e-04 2022-11-24 07:32:50,887 INFO [train.py:818] (3/4) Epoch 20, batch 8750, loss[loss=0.1976, over 7373.00 frames. utt_duration=417.1 frames, utt_pad_proportion=0.3337, over 71.00 utterances.], tot_loss[loss=0.09242, over 1463957.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06713, over 4768.50 utterances.], batch size: 71, lr: 2.76e-04 2022-11-24 07:33:28,399 INFO [train.py:818] (3/4) Epoch 20, batch 8800, loss[loss=0.0675, over 7148.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.006216, over 17.00 utterances.], tot_loss[loss=0.09353, over 1463399.46 frames. utt_duration=1205 frames, utt_pad_proportion=0.07647, over 4862.62 utterances.], batch size: 17, lr: 2.76e-04 2022-11-24 07:34:06,790 INFO [train.py:818] (3/4) Epoch 20, batch 8850, loss[loss=0.06537, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008576, over 18.00 utterances.], tot_loss[loss=0.09356, over 1464259.67 frames. utt_duration=1179 frames, utt_pad_proportion=0.08313, over 4973.31 utterances.], batch size: 18, lr: 2.76e-04 2022-11-24 07:35:17,128 INFO [train.py:818] (3/4) Epoch 21, batch 0, loss[loss=0.06627, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], tot_loss[loss=0.06627, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], batch size: 18, lr: 2.70e-04 2022-11-24 07:35:53,989 INFO [train.py:818] (3/4) Epoch 21, batch 50, loss[loss=0.1126, over 7325.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.3122, over 67.00 utterances.], tot_loss[loss=0.08128, over 331227.21 frames. utt_duration=1086 frames, utt_pad_proportion=0.108, over 1222.16 utterances.], batch size: 67, lr: 2.70e-04 2022-11-24 07:36:29,799 INFO [train.py:818] (3/4) Epoch 21, batch 100, loss[loss=0.07086, over 7192.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.004941, over 20.00 utterances.], tot_loss[loss=0.07582, over 582085.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06796, over 1901.92 utterances.], batch size: 20, lr: 2.69e-04 2022-11-24 07:37:06,767 INFO [train.py:818] (3/4) Epoch 21, batch 150, loss[loss=0.06767, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006192, over 19.00 utterances.], tot_loss[loss=0.076, over 777265.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.06175, over 2499.90 utterances.], batch size: 19, lr: 2.69e-04 2022-11-24 07:37:44,788 INFO [train.py:818] (3/4) Epoch 21, batch 200, loss[loss=0.07535, over 7359.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02744, over 27.00 utterances.], tot_loss[loss=0.07563, over 929704.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.07445, over 3032.96 utterances.], batch size: 27, lr: 2.69e-04 2022-11-24 07:38:22,507 INFO [train.py:818] (3/4) Epoch 21, batch 250, loss[loss=0.08308, over 7287.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006336, over 19.00 utterances.], tot_loss[loss=0.07454, over 1048528.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.06982, over 3348.70 utterances.], batch size: 19, lr: 2.69e-04 2022-11-24 07:38:57,826 INFO [train.py:818] (3/4) Epoch 21, batch 300, loss[loss=0.06034, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008233, over 17.00 utterances.], tot_loss[loss=0.07388, over 1141829.26 frames. utt_duration=1236 frames, utt_pad_proportion=0.07118, over 3700.14 utterances.], batch size: 17, lr: 2.69e-04 2022-11-24 07:39:33,651 INFO [train.py:818] (3/4) Epoch 21, batch 350, loss[loss=0.09391, over 7332.00 frames. utt_duration=773.2 frames, utt_pad_proportion=0.1183, over 38.00 utterances.], tot_loss[loss=0.07378, over 1212938.63 frames. utt_duration=1241 frames, utt_pad_proportion=0.06878, over 3913.70 utterances.], batch size: 38, lr: 2.69e-04 2022-11-24 07:40:10,796 INFO [train.py:818] (3/4) Epoch 21, batch 400, loss[loss=0.05266, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004901, over 19.00 utterances.], tot_loss[loss=0.07557, over 1268012.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.0715, over 4160.33 utterances.], batch size: 19, lr: 2.69e-04 2022-11-24 07:40:46,832 INFO [train.py:818] (3/4) Epoch 21, batch 450, loss[loss=0.08376, over 7172.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008011, over 21.00 utterances.], tot_loss[loss=0.07621, over 1312125.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.06722, over 4316.22 utterances.], batch size: 21, lr: 2.69e-04 2022-11-24 07:41:22,699 INFO [train.py:818] (3/4) Epoch 21, batch 500, loss[loss=0.08191, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008311, over 22.00 utterances.], tot_loss[loss=0.07544, over 1346117.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.06104, over 4322.26 utterances.], batch size: 22, lr: 2.69e-04 2022-11-24 07:41:59,438 INFO [train.py:818] (3/4) Epoch 21, batch 550, loss[loss=0.08606, over 7237.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01489, over 24.00 utterances.], tot_loss[loss=0.07444, over 1371826.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.05209, over 4276.93 utterances.], batch size: 24, lr: 2.69e-04 2022-11-24 07:42:35,410 INFO [train.py:818] (3/4) Epoch 21, batch 600, loss[loss=0.1197, over 7320.00 frames. utt_duration=413.9 frames, utt_pad_proportion=0.3552, over 71.00 utterances.], tot_loss[loss=0.07531, over 1391684.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.06338, over 4441.62 utterances.], batch size: 71, lr: 2.69e-04 2022-11-24 07:43:12,334 INFO [train.py:818] (3/4) Epoch 21, batch 650, loss[loss=0.06281, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005474, over 20.00 utterances.], tot_loss[loss=0.07545, over 1407562.34 frames. utt_duration=1236 frames, utt_pad_proportion=0.06811, over 4562.28 utterances.], batch size: 20, lr: 2.69e-04 2022-11-24 07:43:48,702 INFO [train.py:818] (3/4) Epoch 21, batch 700, loss[loss=0.07217, over 7474.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.05473, over 31.00 utterances.], tot_loss[loss=0.07519, over 1420035.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05848, over 4499.85 utterances.], batch size: 31, lr: 2.69e-04 2022-11-24 07:44:25,214 INFO [train.py:818] (3/4) Epoch 21, batch 750, loss[loss=0.1125, over 7228.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0213, over 25.00 utterances.], tot_loss[loss=0.0752, over 1430882.61 frames. utt_duration=1233 frames, utt_pad_proportion=0.06635, over 4645.90 utterances.], batch size: 25, lr: 2.69e-04 2022-11-24 07:45:01,694 INFO [train.py:818] (3/4) Epoch 21, batch 800, loss[loss=0.07308, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006153, over 20.00 utterances.], tot_loss[loss=0.07572, over 1437328.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.06206, over 4611.93 utterances.], batch size: 20, lr: 2.69e-04 2022-11-24 07:45:39,601 INFO [train.py:818] (3/4) Epoch 21, batch 850, loss[loss=0.05866, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009657, over 17.00 utterances.], tot_loss[loss=0.0749, over 1443304.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.05672, over 4552.97 utterances.], batch size: 17, lr: 2.69e-04 2022-11-24 07:46:16,212 INFO [train.py:818] (3/4) Epoch 21, batch 900, loss[loss=0.07498, over 7493.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006658, over 19.00 utterances.], tot_loss[loss=0.07494, over 1447770.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05521, over 4583.09 utterances.], batch size: 19, lr: 2.69e-04 2022-11-24 07:46:52,174 INFO [train.py:818] (3/4) Epoch 21, batch 950, loss[loss=0.08873, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01056, over 23.00 utterances.], tot_loss[loss=0.0743, over 1452162.78 frames. utt_duration=1271 frames, utt_pad_proportion=0.05284, over 4575.00 utterances.], batch size: 23, lr: 2.69e-04 2022-11-24 07:47:30,603 INFO [train.py:818] (3/4) Epoch 21, batch 1000, loss[loss=0.07027, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01202, over 24.00 utterances.], tot_loss[loss=0.07577, over 1454910.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.06218, over 4686.54 utterances.], batch size: 24, lr: 2.69e-04 2022-11-24 07:48:08,218 INFO [train.py:818] (3/4) Epoch 21, batch 1050, loss[loss=0.1007, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009153, over 22.00 utterances.], tot_loss[loss=0.07592, over 1456735.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.05644, over 4598.19 utterances.], batch size: 22, lr: 2.69e-04 2022-11-24 07:48:45,286 INFO [train.py:818] (3/4) Epoch 21, batch 1100, loss[loss=0.07053, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006455, over 22.00 utterances.], tot_loss[loss=0.07677, over 1458566.98 frames. utt_duration=1282 frames, utt_pad_proportion=0.05672, over 4556.90 utterances.], batch size: 22, lr: 2.69e-04 2022-11-24 07:49:21,569 INFO [train.py:818] (3/4) Epoch 21, batch 1150, loss[loss=0.07654, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004445, over 21.00 utterances.], tot_loss[loss=0.07621, over 1461095.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.05323, over 4559.71 utterances.], batch size: 21, lr: 2.69e-04 2022-11-24 07:49:58,683 INFO [train.py:818] (3/4) Epoch 21, batch 1200, loss[loss=0.07013, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006828, over 22.00 utterances.], tot_loss[loss=0.07571, over 1461549.23 frames. utt_duration=1312 frames, utt_pad_proportion=0.0444, over 4461.90 utterances.], batch size: 22, lr: 2.69e-04 2022-11-24 07:50:36,242 INFO [train.py:818] (3/4) Epoch 21, batch 1250, loss[loss=0.0827, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009639, over 23.00 utterances.], tot_loss[loss=0.07536, over 1462398.46 frames. utt_duration=1328 frames, utt_pad_proportion=0.03899, over 4409.16 utterances.], batch size: 23, lr: 2.69e-04 2022-11-24 07:51:11,619 INFO [train.py:818] (3/4) Epoch 21, batch 1300, loss[loss=0.07782, over 7480.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.0606, over 31.00 utterances.], tot_loss[loss=0.07554, over 1463826.20 frames. utt_duration=1304 frames, utt_pad_proportion=0.04568, over 4496.70 utterances.], batch size: 31, lr: 2.69e-04 2022-11-24 07:51:48,061 INFO [train.py:818] (3/4) Epoch 21, batch 1350, loss[loss=0.05898, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008317, over 22.00 utterances.], tot_loss[loss=0.0752, over 1463710.31 frames. utt_duration=1318 frames, utt_pad_proportion=0.04256, over 4448.36 utterances.], batch size: 22, lr: 2.69e-04 2022-11-24 07:52:24,846 INFO [train.py:818] (3/4) Epoch 21, batch 1400, loss[loss=0.06847, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006812, over 20.00 utterances.], tot_loss[loss=0.07583, over 1463109.34 frames. utt_duration=1313 frames, utt_pad_proportion=0.04302, over 4463.34 utterances.], batch size: 20, lr: 2.69e-04 2022-11-24 07:53:01,122 INFO [train.py:818] (3/4) Epoch 21, batch 1450, loss[loss=0.08388, over 7435.00 frames. utt_duration=426.4 frames, utt_pad_proportion=0.3359, over 70.00 utterances.], tot_loss[loss=0.07577, over 1462351.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.05073, over 4543.25 utterances.], batch size: 70, lr: 2.68e-04 2022-11-24 07:53:37,557 INFO [train.py:818] (3/4) Epoch 21, batch 1500, loss[loss=0.05119, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005179, over 19.00 utterances.], tot_loss[loss=0.07592, over 1463822.98 frames. utt_duration=1273 frames, utt_pad_proportion=0.05633, over 4603.84 utterances.], batch size: 19, lr: 2.68e-04 2022-11-24 07:54:14,537 INFO [train.py:818] (3/4) Epoch 21, batch 1550, loss[loss=0.07058, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009623, over 17.00 utterances.], tot_loss[loss=0.07552, over 1464105.43 frames. utt_duration=1286 frames, utt_pad_proportion=0.05353, over 4558.01 utterances.], batch size: 17, lr: 2.68e-04 2022-11-24 07:54:50,336 INFO [train.py:818] (3/4) Epoch 21, batch 1600, loss[loss=0.0496, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006294, over 19.00 utterances.], tot_loss[loss=0.07481, over 1464887.19 frames. utt_duration=1296 frames, utt_pad_proportion=0.05317, over 4528.24 utterances.], batch size: 19, lr: 2.68e-04 2022-11-24 07:55:27,215 INFO [train.py:818] (3/4) Epoch 21, batch 1650, loss[loss=0.09084, over 7392.00 frames. utt_duration=955.7 frames, utt_pad_proportion=0.07568, over 31.00 utterances.], tot_loss[loss=0.07648, over 1464823.41 frames. utt_duration=1294 frames, utt_pad_proportion=0.05174, over 4532.97 utterances.], batch size: 31, lr: 2.68e-04 2022-11-24 07:56:04,198 INFO [train.py:818] (3/4) Epoch 21, batch 1700, loss[loss=0.08639, over 7426.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005352, over 22.00 utterances.], tot_loss[loss=0.07697, over 1465084.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.04957, over 4574.24 utterances.], batch size: 22, lr: 2.68e-04 2022-11-24 07:56:39,633 INFO [train.py:818] (3/4) Epoch 21, batch 1750, loss[loss=0.08585, over 7476.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.06326, over 31.00 utterances.], tot_loss[loss=0.07695, over 1464690.21 frames. utt_duration=1275 frames, utt_pad_proportion=0.05224, over 4600.87 utterances.], batch size: 31, lr: 2.68e-04 2022-11-24 07:57:15,484 INFO [train.py:818] (3/4) Epoch 21, batch 1800, loss[loss=0.06535, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009262, over 17.00 utterances.], tot_loss[loss=0.07733, over 1465915.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.04942, over 4594.40 utterances.], batch size: 17, lr: 2.68e-04 2022-11-24 07:57:54,195 INFO [train.py:818] (3/4) Epoch 21, batch 1850, loss[loss=0.06632, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.007691, over 17.00 utterances.], tot_loss[loss=0.07759, over 1465930.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05247, over 4653.45 utterances.], batch size: 17, lr: 2.68e-04 2022-11-24 07:58:30,393 INFO [train.py:818] (3/4) Epoch 21, batch 1900, loss[loss=0.08684, over 7305.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009081, over 17.00 utterances.], tot_loss[loss=0.07666, over 1465282.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05712, over 4653.14 utterances.], batch size: 17, lr: 2.68e-04 2022-11-24 07:59:05,616 INFO [train.py:818] (3/4) Epoch 21, batch 1950, loss[loss=0.09132, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006297, over 20.00 utterances.], tot_loss[loss=0.07766, over 1466659.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05502, over 4657.86 utterances.], batch size: 20, lr: 2.68e-04 2022-11-24 07:59:41,976 INFO [train.py:818] (3/4) Epoch 21, batch 2000, loss[loss=0.08696, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007879, over 21.00 utterances.], tot_loss[loss=0.07702, over 1466634.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.05314, over 4640.59 utterances.], batch size: 21, lr: 2.68e-04 2022-11-24 08:00:19,240 INFO [train.py:818] (3/4) Epoch 21, batch 2050, loss[loss=0.06845, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.07741, over 1465036.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.04997, over 4594.49 utterances.], batch size: 21, lr: 2.68e-04 2022-11-24 08:00:56,736 INFO [train.py:818] (3/4) Epoch 21, batch 2100, loss[loss=0.07049, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006489, over 22.00 utterances.], tot_loss[loss=0.07656, over 1465403.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05497, over 4639.02 utterances.], batch size: 22, lr: 2.68e-04 2022-11-24 08:01:33,326 INFO [train.py:818] (3/4) Epoch 21, batch 2150, loss[loss=0.09265, over 7297.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03578, over 27.00 utterances.], tot_loss[loss=0.07743, over 1466202.17 frames. utt_duration=1258 frames, utt_pad_proportion=0.0559, over 4667.03 utterances.], batch size: 27, lr: 2.68e-04 2022-11-24 08:02:09,606 INFO [train.py:818] (3/4) Epoch 21, batch 2200, loss[loss=0.06351, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006171, over 20.00 utterances.], tot_loss[loss=0.07653, over 1466376.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.052, over 4608.65 utterances.], batch size: 20, lr: 2.68e-04 2022-11-24 08:02:47,993 INFO [train.py:818] (3/4) Epoch 21, batch 2250, loss[loss=0.07069, over 7355.00 frames. utt_duration=756 frames, utt_pad_proportion=0.1409, over 39.00 utterances.], tot_loss[loss=0.07576, over 1465888.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.0461, over 4548.98 utterances.], batch size: 39, lr: 2.68e-04 2022-11-24 08:03:24,092 INFO [train.py:818] (3/4) Epoch 21, batch 2300, loss[loss=0.2408, over 7467.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.3124, over 68.00 utterances.], tot_loss[loss=0.0769, over 1466186.04 frames. utt_duration=1289 frames, utt_pad_proportion=0.04499, over 4556.10 utterances.], batch size: 68, lr: 2.68e-04 2022-11-24 08:04:00,513 INFO [train.py:818] (3/4) Epoch 21, batch 2350, loss[loss=0.06651, over 7321.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.02604, over 27.00 utterances.], tot_loss[loss=0.07608, over 1465434.75 frames. utt_duration=1315 frames, utt_pad_proportion=0.03879, over 4461.25 utterances.], batch size: 27, lr: 2.68e-04 2022-11-24 08:04:37,962 INFO [train.py:818] (3/4) Epoch 21, batch 2400, loss[loss=0.06709, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.07578, over 1466070.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05238, over 4604.57 utterances.], batch size: 21, lr: 2.68e-04 2022-11-24 08:05:15,179 INFO [train.py:818] (3/4) Epoch 21, batch 2450, loss[loss=0.0883, over 7359.00 frames. utt_duration=756.4 frames, utt_pad_proportion=0.1375, over 39.00 utterances.], tot_loss[loss=0.07542, over 1467495.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.05181, over 4638.50 utterances.], batch size: 39, lr: 2.68e-04 2022-11-24 08:05:51,579 INFO [train.py:818] (3/4) Epoch 21, batch 2500, loss[loss=0.0604, over 7193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.01024, over 23.00 utterances.], tot_loss[loss=0.07634, over 1466622.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05338, over 4633.99 utterances.], batch size: 23, lr: 2.68e-04 2022-11-24 08:06:29,062 INFO [train.py:818] (3/4) Epoch 21, batch 2550, loss[loss=0.0649, over 7298.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.006732, over 17.00 utterances.], tot_loss[loss=0.07568, over 1466558.09 frames. utt_duration=1300 frames, utt_pad_proportion=0.04546, over 4516.45 utterances.], batch size: 17, lr: 2.68e-04 2022-11-24 08:07:05,081 INFO [train.py:818] (3/4) Epoch 21, batch 2600, loss[loss=0.09782, over 7327.00 frames. utt_duration=947 frames, utt_pad_proportion=0.08151, over 31.00 utterances.], tot_loss[loss=0.07651, over 1467521.40 frames. utt_duration=1272 frames, utt_pad_proportion=0.05156, over 4619.57 utterances.], batch size: 31, lr: 2.68e-04 2022-11-24 08:07:42,407 INFO [train.py:818] (3/4) Epoch 21, batch 2650, loss[loss=0.06295, over 7303.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.003951, over 20.00 utterances.], tot_loss[loss=0.07578, over 1467136.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.05264, over 4620.80 utterances.], batch size: 20, lr: 2.68e-04 2022-11-24 08:08:20,629 INFO [train.py:818] (3/4) Epoch 21, batch 2700, loss[loss=0.07903, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006131, over 20.00 utterances.], tot_loss[loss=0.07693, over 1467236.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05713, over 4666.93 utterances.], batch size: 20, lr: 2.68e-04 2022-11-24 08:08:57,358 INFO [train.py:818] (3/4) Epoch 21, batch 2750, loss[loss=0.06516, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006307, over 18.00 utterances.], tot_loss[loss=0.07696, over 1466692.35 frames. utt_duration=1231 frames, utt_pad_proportion=0.06743, over 4771.09 utterances.], batch size: 18, lr: 2.68e-04 2022-11-24 08:09:33,545 INFO [train.py:818] (3/4) Epoch 21, batch 2800, loss[loss=0.08892, over 7333.00 frames. utt_duration=753.6 frames, utt_pad_proportion=0.1416, over 39.00 utterances.], tot_loss[loss=0.07754, over 1466930.46 frames. utt_duration=1215 frames, utt_pad_proportion=0.07341, over 4836.22 utterances.], batch size: 39, lr: 2.67e-04 2022-11-24 08:10:11,477 INFO [train.py:818] (3/4) Epoch 21, batch 2850, loss[loss=0.0632, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005966, over 20.00 utterances.], tot_loss[loss=0.07687, over 1466986.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06873, over 4778.06 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:10:47,996 INFO [train.py:818] (3/4) Epoch 21, batch 2900, loss[loss=0.1099, over 7466.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02881, over 26.00 utterances.], tot_loss[loss=0.07683, over 1466337.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06701, over 4795.97 utterances.], batch size: 26, lr: 2.67e-04 2022-11-24 08:11:25,601 INFO [train.py:818] (3/4) Epoch 21, batch 2950, loss[loss=0.07466, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00654, over 20.00 utterances.], tot_loss[loss=0.07761, over 1466910.06 frames. utt_duration=1201 frames, utt_pad_proportion=0.07624, over 4892.73 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:12:01,691 INFO [train.py:818] (3/4) Epoch 21, batch 3000, loss[loss=0.07758, over 7369.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.00623, over 21.00 utterances.], tot_loss[loss=0.07689, over 1467130.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.06851, over 4828.63 utterances.], batch size: 21, lr: 2.67e-04 2022-11-24 08:12:01,692 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 08:12:21,929 INFO [train.py:847] (3/4) Epoch 21, validation: loss=0.04957, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 08:12:59,081 INFO [train.py:818] (3/4) Epoch 21, batch 3050, loss[loss=0.09005, over 7471.00 frames. utt_duration=788.1 frames, utt_pad_proportion=0.1045, over 38.00 utterances.], tot_loss[loss=0.07652, over 1466373.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06233, over 4743.37 utterances.], batch size: 38, lr: 2.67e-04 2022-11-24 08:13:35,020 INFO [train.py:818] (3/4) Epoch 21, batch 3100, loss[loss=0.04651, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00576, over 19.00 utterances.], tot_loss[loss=0.07665, over 1465583.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06592, over 4778.31 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:14:11,135 INFO [train.py:818] (3/4) Epoch 21, batch 3150, loss[loss=0.07203, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005978, over 21.00 utterances.], tot_loss[loss=0.07705, over 1465325.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06157, over 4730.81 utterances.], batch size: 21, lr: 2.67e-04 2022-11-24 08:14:47,249 INFO [train.py:818] (3/4) Epoch 21, batch 3200, loss[loss=0.1081, over 7487.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01232, over 24.00 utterances.], tot_loss[loss=0.07686, over 1466401.89 frames. utt_duration=1266 frames, utt_pad_proportion=0.05633, over 4638.28 utterances.], batch size: 24, lr: 2.67e-04 2022-11-24 08:15:24,035 INFO [train.py:818] (3/4) Epoch 21, batch 3250, loss[loss=0.0522, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006795, over 22.00 utterances.], tot_loss[loss=0.07696, over 1465277.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05417, over 4641.64 utterances.], batch size: 22, lr: 2.67e-04 2022-11-24 08:16:00,988 INFO [train.py:818] (3/4) Epoch 21, batch 3300, loss[loss=0.1315, over 7462.00 frames. utt_duration=434.1 frames, utt_pad_proportion=0.3066, over 69.00 utterances.], tot_loss[loss=0.07901, over 1466344.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.06987, over 4846.44 utterances.], batch size: 69, lr: 2.67e-04 2022-11-24 08:16:38,145 INFO [train.py:818] (3/4) Epoch 21, batch 3350, loss[loss=0.08491, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007258, over 18.00 utterances.], tot_loss[loss=0.0772, over 1467139.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06095, over 4748.77 utterances.], batch size: 18, lr: 2.67e-04 2022-11-24 08:17:14,263 INFO [train.py:818] (3/4) Epoch 21, batch 3400, loss[loss=0.07731, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005668, over 19.00 utterances.], tot_loss[loss=0.07753, over 1466270.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.05559, over 4691.27 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:17:51,909 INFO [train.py:818] (3/4) Epoch 21, batch 3450, loss[loss=0.06443, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006138, over 20.00 utterances.], tot_loss[loss=0.07596, over 1466933.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05047, over 4602.90 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:18:29,274 INFO [train.py:818] (3/4) Epoch 21, batch 3500, loss[loss=0.06296, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005447, over 20.00 utterances.], tot_loss[loss=0.07593, over 1467193.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.04794, over 4599.91 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:19:05,773 INFO [train.py:818] (3/4) Epoch 21, batch 3550, loss[loss=0.04279, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007145, over 19.00 utterances.], tot_loss[loss=0.07614, over 1467212.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.04819, over 4647.47 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:19:42,012 INFO [train.py:818] (3/4) Epoch 21, batch 3600, loss[loss=0.08721, over 7122.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004435, over 19.00 utterances.], tot_loss[loss=0.07715, over 1465826.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.04824, over 4617.49 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:20:19,964 INFO [train.py:818] (3/4) Epoch 21, batch 3650, loss[loss=0.04991, over 7200.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006204, over 19.00 utterances.], tot_loss[loss=0.07607, over 1466017.43 frames. utt_duration=1295 frames, utt_pad_proportion=0.0446, over 4533.00 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:20:55,748 INFO [train.py:818] (3/4) Epoch 21, batch 3700, loss[loss=0.06646, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01466, over 24.00 utterances.], tot_loss[loss=0.07657, over 1465680.83 frames. utt_duration=1291 frames, utt_pad_proportion=0.04492, over 4544.78 utterances.], batch size: 24, lr: 2.67e-04 2022-11-24 08:21:32,472 INFO [train.py:818] (3/4) Epoch 21, batch 3750, loss[loss=0.07272, over 7324.00 frames. utt_duration=946.5 frames, utt_pad_proportion=0.08197, over 31.00 utterances.], tot_loss[loss=0.07609, over 1465411.74 frames. utt_duration=1300 frames, utt_pad_proportion=0.04242, over 4512.91 utterances.], batch size: 31, lr: 2.67e-04 2022-11-24 08:22:09,396 INFO [train.py:818] (3/4) Epoch 21, batch 3800, loss[loss=0.07008, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.07608, over 1463931.30 frames. utt_duration=1316 frames, utt_pad_proportion=0.03674, over 4454.13 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:22:45,214 INFO [train.py:818] (3/4) Epoch 21, batch 3850, loss[loss=0.0671, over 7395.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.07646, over 1465134.31 frames. utt_duration=1319 frames, utt_pad_proportion=0.03408, over 4449.43 utterances.], batch size: 19, lr: 2.67e-04 2022-11-24 08:23:22,156 INFO [train.py:818] (3/4) Epoch 21, batch 3900, loss[loss=0.1023, over 7228.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01968, over 25.00 utterances.], tot_loss[loss=0.07675, over 1466013.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.04298, over 4553.96 utterances.], batch size: 25, lr: 2.67e-04 2022-11-24 08:24:00,123 INFO [train.py:818] (3/4) Epoch 21, batch 3950, loss[loss=0.08827, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005655, over 20.00 utterances.], tot_loss[loss=0.07647, over 1465777.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.05282, over 4660.24 utterances.], batch size: 20, lr: 2.67e-04 2022-11-24 08:24:36,305 INFO [train.py:818] (3/4) Epoch 21, batch 4000, loss[loss=0.0681, over 7463.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02914, over 26.00 utterances.], tot_loss[loss=0.07686, over 1466326.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.05694, over 4712.43 utterances.], batch size: 26, lr: 2.67e-04 2022-11-24 08:25:14,467 INFO [train.py:818] (3/4) Epoch 21, batch 4050, loss[loss=0.0954, over 7380.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005986, over 21.00 utterances.], tot_loss[loss=0.07829, over 1465339.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.062, over 4735.54 utterances.], batch size: 21, lr: 2.67e-04 2022-11-24 08:25:50,998 INFO [train.py:818] (3/4) Epoch 21, batch 4100, loss[loss=0.1024, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008534, over 17.00 utterances.], tot_loss[loss=0.07708, over 1464898.03 frames. utt_duration=1259 frames, utt_pad_proportion=0.05683, over 4658.92 utterances.], batch size: 17, lr: 2.67e-04 2022-11-24 08:26:27,695 INFO [train.py:818] (3/4) Epoch 21, batch 4150, loss[loss=0.07391, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004632, over 20.00 utterances.], tot_loss[loss=0.07806, over 1466063.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.04901, over 4596.69 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:27:04,785 INFO [train.py:818] (3/4) Epoch 21, batch 4200, loss[loss=0.07174, over 7149.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01068, over 17.00 utterances.], tot_loss[loss=0.07799, over 1466562.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.04619, over 4568.61 utterances.], batch size: 17, lr: 2.66e-04 2022-11-24 08:27:40,404 INFO [train.py:818] (3/4) Epoch 21, batch 4250, loss[loss=0.06594, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007454, over 20.00 utterances.], tot_loss[loss=0.08006, over 1466380.16 frames. utt_duration=1283 frames, utt_pad_proportion=0.04602, over 4578.64 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:28:17,941 INFO [train.py:818] (3/4) Epoch 21, batch 4300, loss[loss=0.06665, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007247, over 19.00 utterances.], tot_loss[loss=0.08118, over 1466623.28 frames. utt_duration=1278 frames, utt_pad_proportion=0.04595, over 4595.57 utterances.], batch size: 19, lr: 2.66e-04 2022-11-24 08:28:56,528 INFO [train.py:818] (3/4) Epoch 21, batch 4350, loss[loss=0.0858, over 7187.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007311, over 22.00 utterances.], tot_loss[loss=0.08218, over 1466969.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.04583, over 4619.77 utterances.], batch size: 22, lr: 2.66e-04 2022-11-24 08:29:32,402 INFO [train.py:818] (3/4) Epoch 21, batch 4400, loss[loss=0.09375, over 7197.00 frames. utt_duration=1373 frames, utt_pad_proportion=0.004489, over 21.00 utterances.], tot_loss[loss=0.08398, over 1465664.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.05477, over 4683.11 utterances.], batch size: 21, lr: 2.66e-04 2022-11-24 08:30:08,658 INFO [train.py:818] (3/4) Epoch 21, batch 4450, loss[loss=0.1012, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00574, over 20.00 utterances.], tot_loss[loss=0.0858, over 1465795.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05164, over 4650.22 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:30:46,106 INFO [train.py:818] (3/4) Epoch 21, batch 4500, loss[loss=0.08553, over 7211.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004003, over 20.00 utterances.], tot_loss[loss=0.08702, over 1465836.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.0583, over 4676.77 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:31:21,377 INFO [train.py:818] (3/4) Epoch 21, batch 4550, loss[loss=0.1058, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.08781, over 1465661.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05272, over 4634.83 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:31:57,727 INFO [train.py:818] (3/4) Epoch 21, batch 4600, loss[loss=0.07712, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008888, over 18.00 utterances.], tot_loss[loss=0.08797, over 1465172.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.04996, over 4562.54 utterances.], batch size: 18, lr: 2.66e-04 2022-11-24 08:32:35,816 INFO [train.py:818] (3/4) Epoch 21, batch 4650, loss[loss=0.09341, over 7333.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.00606, over 18.00 utterances.], tot_loss[loss=0.08897, over 1464114.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.04898, over 4600.21 utterances.], batch size: 18, lr: 2.66e-04 2022-11-24 08:33:11,627 INFO [train.py:818] (3/4) Epoch 21, batch 4700, loss[loss=0.08602, over 7181.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006665, over 21.00 utterances.], tot_loss[loss=0.09107, over 1464080.73 frames. utt_duration=1285 frames, utt_pad_proportion=0.04852, over 4561.80 utterances.], batch size: 21, lr: 2.66e-04 2022-11-24 08:33:49,461 INFO [train.py:818] (3/4) Epoch 21, batch 4750, loss[loss=0.08288, over 7212.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004241, over 20.00 utterances.], tot_loss[loss=0.09114, over 1463907.89 frames. utt_duration=1306 frames, utt_pad_proportion=0.04276, over 4490.13 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:34:25,662 INFO [train.py:818] (3/4) Epoch 21, batch 4800, loss[loss=0.08945, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005852, over 19.00 utterances.], tot_loss[loss=0.09201, over 1463748.36 frames. utt_duration=1311 frames, utt_pad_proportion=0.04263, over 4472.03 utterances.], batch size: 19, lr: 2.66e-04 2022-11-24 08:35:01,546 INFO [train.py:818] (3/4) Epoch 21, batch 4850, loss[loss=0.1446, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03687, over 27.00 utterances.], tot_loss[loss=0.09223, over 1465096.36 frames. utt_duration=1289 frames, utt_pad_proportion=0.04672, over 4552.11 utterances.], batch size: 27, lr: 2.66e-04 2022-11-24 08:35:37,920 INFO [train.py:818] (3/4) Epoch 21, batch 4900, loss[loss=0.06499, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008718, over 17.00 utterances.], tot_loss[loss=0.09189, over 1465783.80 frames. utt_duration=1273 frames, utt_pad_proportion=0.05373, over 4611.92 utterances.], batch size: 17, lr: 2.66e-04 2022-11-24 08:36:15,847 INFO [train.py:818] (3/4) Epoch 21, batch 4950, loss[loss=0.1035, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006909, over 20.00 utterances.], tot_loss[loss=0.09184, over 1465822.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.0509, over 4561.59 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:36:51,671 INFO [train.py:818] (3/4) Epoch 21, batch 5000, loss[loss=0.06777, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004843, over 21.00 utterances.], tot_loss[loss=0.09349, over 1465072.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.05329, over 4587.63 utterances.], batch size: 21, lr: 2.66e-04 2022-11-24 08:37:30,465 INFO [train.py:818] (3/4) Epoch 21, batch 5050, loss[loss=0.0759, over 7285.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006471, over 20.00 utterances.], tot_loss[loss=0.0936, over 1465584.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.0602, over 4683.68 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:38:05,524 INFO [train.py:818] (3/4) Epoch 21, batch 5100, loss[loss=0.1522, over 7446.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.3157, over 68.00 utterances.], tot_loss[loss=0.09415, over 1465590.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05601, over 4649.89 utterances.], batch size: 68, lr: 2.66e-04 2022-11-24 08:38:42,153 INFO [train.py:818] (3/4) Epoch 21, batch 5150, loss[loss=0.1121, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004621, over 20.00 utterances.], tot_loss[loss=0.09741, over 1465820.79 frames. utt_duration=1221 frames, utt_pad_proportion=0.06977, over 4808.98 utterances.], batch size: 20, lr: 2.66e-04 2022-11-24 08:39:19,919 INFO [train.py:818] (3/4) Epoch 21, batch 5200, loss[loss=0.07661, over 7310.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03181, over 27.00 utterances.], tot_loss[loss=0.09733, over 1466534.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.0698, over 4804.43 utterances.], batch size: 27, lr: 2.66e-04 2022-11-24 08:39:55,605 INFO [train.py:818] (3/4) Epoch 21, batch 5250, loss[loss=0.07901, over 7275.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.004953, over 21.00 utterances.], tot_loss[loss=0.09556, over 1465429.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05835, over 4609.67 utterances.], batch size: 21, lr: 2.66e-04 2022-11-24 08:40:31,768 INFO [train.py:818] (3/4) Epoch 21, batch 5300, loss[loss=0.06803, over 7429.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.01438, over 17.00 utterances.], tot_loss[loss=0.09407, over 1464625.79 frames. utt_duration=1301 frames, utt_pad_proportion=0.05044, over 4506.94 utterances.], batch size: 17, lr: 2.66e-04 2022-11-24 08:41:09,154 INFO [train.py:818] (3/4) Epoch 21, batch 5350, loss[loss=0.08232, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006858, over 18.00 utterances.], tot_loss[loss=0.09418, over 1464514.86 frames. utt_duration=1316 frames, utt_pad_proportion=0.04291, over 4455.90 utterances.], batch size: 18, lr: 2.66e-04 2022-11-24 08:41:45,324 INFO [train.py:818] (3/4) Epoch 21, batch 5400, loss[loss=0.07502, over 7302.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008982, over 18.00 utterances.], tot_loss[loss=0.09314, over 1464281.44 frames. utt_duration=1313 frames, utt_pad_proportion=0.04384, over 4466.91 utterances.], batch size: 18, lr: 2.66e-04 2022-11-24 08:42:23,053 INFO [train.py:818] (3/4) Epoch 21, batch 5450, loss[loss=0.1443, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006031, over 18.00 utterances.], tot_loss[loss=0.09314, over 1465116.33 frames. utt_duration=1296 frames, utt_pad_proportion=0.04686, over 4527.44 utterances.], batch size: 18, lr: 2.66e-04 2022-11-24 08:43:00,626 INFO [train.py:818] (3/4) Epoch 21, batch 5500, loss[loss=0.1527, over 7411.00 frames. utt_duration=402.1 frames, utt_pad_proportion=0.3697, over 74.00 utterances.], tot_loss[loss=0.09217, over 1463872.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.0503, over 4547.07 utterances.], batch size: 74, lr: 2.65e-04 2022-11-24 08:43:36,194 INFO [train.py:818] (3/4) Epoch 21, batch 5550, loss[loss=0.09349, over 7224.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01599, over 24.00 utterances.], tot_loss[loss=0.09186, over 1463950.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.0481, over 4529.52 utterances.], batch size: 24, lr: 2.65e-04 2022-11-24 08:44:13,874 INFO [train.py:818] (3/4) Epoch 21, batch 5600, loss[loss=0.08019, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006744, over 21.00 utterances.], tot_loss[loss=0.09248, over 1464536.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06194, over 4728.53 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:44:50,725 INFO [train.py:818] (3/4) Epoch 21, batch 5650, loss[loss=0.08717, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.09237, over 1465878.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.06189, over 4700.56 utterances.], batch size: 20, lr: 2.65e-04 2022-11-24 08:45:25,973 INFO [train.py:818] (3/4) Epoch 21, batch 5700, loss[loss=0.07563, over 7286.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.008731, over 22.00 utterances.], tot_loss[loss=0.0921, over 1466050.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.0577, over 4664.54 utterances.], batch size: 22, lr: 2.65e-04 2022-11-24 08:46:05,117 INFO [train.py:818] (3/4) Epoch 21, batch 5750, loss[loss=0.09791, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008227, over 18.00 utterances.], tot_loss[loss=0.09239, over 1465264.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.07079, over 4798.20 utterances.], batch size: 18, lr: 2.65e-04 2022-11-24 08:46:41,792 INFO [train.py:818] (3/4) Epoch 21, batch 5800, loss[loss=0.1221, over 7452.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01706, over 24.00 utterances.], tot_loss[loss=0.09288, over 1465365.16 frames. utt_duration=1188 frames, utt_pad_proportion=0.0779, over 4939.13 utterances.], batch size: 24, lr: 2.65e-04 2022-11-24 08:47:19,104 INFO [train.py:818] (3/4) Epoch 21, batch 5850, loss[loss=0.1272, over 7482.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007718, over 19.00 utterances.], tot_loss[loss=0.09397, over 1467031.01 frames. utt_duration=1177 frames, utt_pad_proportion=0.08082, over 4993.34 utterances.], batch size: 19, lr: 2.65e-04 2022-11-24 08:47:56,350 INFO [train.py:818] (3/4) Epoch 21, batch 5900, loss[loss=0.07838, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008345, over 22.00 utterances.], tot_loss[loss=0.09495, over 1466483.13 frames. utt_duration=1184 frames, utt_pad_proportion=0.07483, over 4958.59 utterances.], batch size: 22, lr: 2.65e-04 2022-11-24 08:48:33,184 INFO [train.py:818] (3/4) Epoch 21, batch 5950, loss[loss=0.1, over 7375.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005523, over 21.00 utterances.], tot_loss[loss=0.09561, over 1467065.10 frames. utt_duration=1174 frames, utt_pad_proportion=0.0804, over 5006.21 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:49:09,543 INFO [train.py:818] (3/4) Epoch 21, batch 6000, loss[loss=0.09257, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.0153, over 24.00 utterances.], tot_loss[loss=0.09532, over 1466514.24 frames. utt_duration=1183 frames, utt_pad_proportion=0.07423, over 4963.97 utterances.], batch size: 24, lr: 2.65e-04 2022-11-24 08:49:09,544 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 08:49:29,681 INFO [train.py:847] (3/4) Epoch 21, validation: loss=0.04612, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 08:50:05,822 INFO [train.py:818] (3/4) Epoch 21, batch 6050, loss[loss=0.08832, over 7274.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.05486, over 30.00 utterances.], tot_loss[loss=0.09325, over 1465679.68 frames. utt_duration=1221 frames, utt_pad_proportion=0.06424, over 4808.62 utterances.], batch size: 30, lr: 2.65e-04 2022-11-24 08:50:42,913 INFO [train.py:818] (3/4) Epoch 21, batch 6100, loss[loss=0.1185, over 7275.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007022, over 21.00 utterances.], tot_loss[loss=0.09279, over 1464831.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.06477, over 4777.77 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:51:31,498 INFO [train.py:818] (3/4) Epoch 21, batch 6150, loss[loss=0.05749, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006138, over 20.00 utterances.], tot_loss[loss=0.09201, over 1464900.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06318, over 4731.35 utterances.], batch size: 20, lr: 2.65e-04 2022-11-24 08:52:07,569 INFO [train.py:818] (3/4) Epoch 21, batch 6200, loss[loss=0.08823, over 7372.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007197, over 21.00 utterances.], tot_loss[loss=0.09321, over 1465912.38 frames. utt_duration=1228 frames, utt_pad_proportion=0.0662, over 4780.14 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:52:46,160 INFO [train.py:818] (3/4) Epoch 21, batch 6250, loss[loss=0.07751, over 7489.00 frames. utt_duration=1428 frames, utt_pad_proportion=0.003722, over 21.00 utterances.], tot_loss[loss=0.09243, over 1466335.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06801, over 4812.09 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:53:22,550 INFO [train.py:818] (3/4) Epoch 21, batch 6300, loss[loss=0.08508, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008554, over 23.00 utterances.], tot_loss[loss=0.09292, over 1466026.06 frames. utt_duration=1233 frames, utt_pad_proportion=0.06539, over 4760.24 utterances.], batch size: 23, lr: 2.65e-04 2022-11-24 08:54:00,115 INFO [train.py:818] (3/4) Epoch 21, batch 6350, loss[loss=0.05725, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008776, over 17.00 utterances.], tot_loss[loss=0.09223, over 1466041.47 frames. utt_duration=1238 frames, utt_pad_proportion=0.06118, over 4743.02 utterances.], batch size: 17, lr: 2.65e-04 2022-11-24 08:54:36,851 INFO [train.py:818] (3/4) Epoch 21, batch 6400, loss[loss=0.05768, over 7489.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006558, over 19.00 utterances.], tot_loss[loss=0.09112, over 1465407.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.05829, over 4684.68 utterances.], batch size: 19, lr: 2.65e-04 2022-11-24 08:55:12,966 INFO [train.py:818] (3/4) Epoch 21, batch 6450, loss[loss=0.07267, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005011, over 21.00 utterances.], tot_loss[loss=0.09232, over 1466392.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06421, over 4789.14 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:55:48,854 INFO [train.py:818] (3/4) Epoch 21, batch 6500, loss[loss=0.07701, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008555, over 18.00 utterances.], tot_loss[loss=0.09209, over 1466048.55 frames. utt_duration=1227 frames, utt_pad_proportion=0.05913, over 4784.14 utterances.], batch size: 18, lr: 2.65e-04 2022-11-24 08:56:27,651 INFO [train.py:818] (3/4) Epoch 21, batch 6550, loss[loss=0.125, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00631, over 20.00 utterances.], tot_loss[loss=0.09064, over 1466770.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05014, over 4665.14 utterances.], batch size: 20, lr: 2.65e-04 2022-11-24 08:57:03,408 INFO [train.py:818] (3/4) Epoch 21, batch 6600, loss[loss=0.1002, over 7372.00 frames. utt_duration=984.7 frames, utt_pad_proportion=0.04857, over 30.00 utterances.], tot_loss[loss=0.0922, over 1465857.50 frames. utt_duration=1253 frames, utt_pad_proportion=0.04767, over 4684.42 utterances.], batch size: 30, lr: 2.65e-04 2022-11-24 08:57:39,543 INFO [train.py:818] (3/4) Epoch 21, batch 6650, loss[loss=0.06027, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00705, over 18.00 utterances.], tot_loss[loss=0.09266, over 1467520.53 frames. utt_duration=1233 frames, utt_pad_proportion=0.05271, over 4765.11 utterances.], batch size: 18, lr: 2.65e-04 2022-11-24 08:58:17,837 INFO [train.py:818] (3/4) Epoch 21, batch 6700, loss[loss=0.09351, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01008, over 17.00 utterances.], tot_loss[loss=0.09348, over 1467068.46 frames. utt_duration=1211 frames, utt_pad_proportion=0.05978, over 4853.52 utterances.], batch size: 17, lr: 2.65e-04 2022-11-24 08:58:54,960 INFO [train.py:818] (3/4) Epoch 21, batch 6750, loss[loss=0.07365, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006642, over 21.00 utterances.], tot_loss[loss=0.0919, over 1466705.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.0554, over 4763.19 utterances.], batch size: 21, lr: 2.65e-04 2022-11-24 08:59:33,191 INFO [train.py:818] (3/4) Epoch 21, batch 6800, loss[loss=0.06851, over 7299.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.0108, over 18.00 utterances.], tot_loss[loss=0.09236, over 1465649.46 frames. utt_duration=1209 frames, utt_pad_proportion=0.06618, over 4855.12 utterances.], batch size: 18, lr: 2.65e-04 2022-11-24 09:00:10,212 INFO [train.py:818] (3/4) Epoch 21, batch 6850, loss[loss=0.1109, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009008, over 22.00 utterances.], tot_loss[loss=0.0918, over 1466283.82 frames. utt_duration=1230 frames, utt_pad_proportion=0.06226, over 4774.18 utterances.], batch size: 22, lr: 2.65e-04 2022-11-24 09:00:46,981 INFO [train.py:818] (3/4) Epoch 21, batch 6900, loss[loss=0.06798, over 7166.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008531, over 22.00 utterances.], tot_loss[loss=0.09155, over 1466738.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.06883, over 4879.35 utterances.], batch size: 22, lr: 2.64e-04 2022-11-24 09:01:25,022 INFO [train.py:818] (3/4) Epoch 21, batch 6950, loss[loss=0.09552, over 7302.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004936, over 19.00 utterances.], tot_loss[loss=0.09102, over 1467212.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06472, over 4802.43 utterances.], batch size: 19, lr: 2.64e-04 2022-11-24 09:02:02,986 INFO [train.py:818] (3/4) Epoch 21, batch 7000, loss[loss=0.1028, over 7413.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.3582, over 73.00 utterances.], tot_loss[loss=0.09102, over 1466534.73 frames. utt_duration=1228 frames, utt_pad_proportion=0.06455, over 4781.99 utterances.], batch size: 73, lr: 2.64e-04 2022-11-24 09:02:40,333 INFO [train.py:818] (3/4) Epoch 21, batch 7050, loss[loss=0.1295, over 7373.00 frames. utt_duration=429.2 frames, utt_pad_proportion=0.3284, over 69.00 utterances.], tot_loss[loss=0.0925, over 1467597.80 frames. utt_duration=1176 frames, utt_pad_proportion=0.08093, over 4998.91 utterances.], batch size: 69, lr: 2.64e-04 2022-11-24 09:03:17,953 INFO [train.py:818] (3/4) Epoch 21, batch 7100, loss[loss=0.09845, over 7392.00 frames. utt_duration=955.3 frames, utt_pad_proportion=0.07343, over 31.00 utterances.], tot_loss[loss=0.09288, over 1467509.75 frames. utt_duration=1168 frames, utt_pad_proportion=0.08059, over 5031.35 utterances.], batch size: 31, lr: 2.64e-04 2022-11-24 09:03:54,326 INFO [train.py:818] (3/4) Epoch 21, batch 7150, loss[loss=0.06194, over 7483.00 frames. utt_duration=1070 frames, utt_pad_proportion=0.04697, over 28.00 utterances.], tot_loss[loss=0.09362, over 1466860.73 frames. utt_duration=1175 frames, utt_pad_proportion=0.07681, over 4998.65 utterances.], batch size: 28, lr: 2.64e-04 2022-11-24 09:04:31,502 INFO [train.py:818] (3/4) Epoch 21, batch 7200, loss[loss=0.1252, over 7474.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.06292, over 31.00 utterances.], tot_loss[loss=0.0936, over 1466710.26 frames. utt_duration=1160 frames, utt_pad_proportion=0.08261, over 5064.41 utterances.], batch size: 31, lr: 2.64e-04 2022-11-24 09:05:09,733 INFO [train.py:818] (3/4) Epoch 21, batch 7250, loss[loss=0.06065, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005963, over 19.00 utterances.], tot_loss[loss=0.09201, over 1466315.90 frames. utt_duration=1200 frames, utt_pad_proportion=0.07077, over 4895.80 utterances.], batch size: 19, lr: 2.64e-04 2022-11-24 09:05:46,256 INFO [train.py:818] (3/4) Epoch 21, batch 7300, loss[loss=0.1189, over 7319.00 frames. utt_duration=772 frames, utt_pad_proportion=0.1157, over 38.00 utterances.], tot_loss[loss=0.09344, over 1464808.45 frames. utt_duration=1201 frames, utt_pad_proportion=0.06952, over 4886.60 utterances.], batch size: 38, lr: 2.64e-04 2022-11-24 09:06:23,289 INFO [train.py:818] (3/4) Epoch 21, batch 7350, loss[loss=0.07073, over 7198.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00617, over 19.00 utterances.], tot_loss[loss=0.09256, over 1465628.83 frames. utt_duration=1221 frames, utt_pad_proportion=0.06693, over 4808.90 utterances.], batch size: 19, lr: 2.64e-04 2022-11-24 09:07:01,771 INFO [train.py:818] (3/4) Epoch 21, batch 7400, loss[loss=0.09483, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008635, over 17.00 utterances.], tot_loss[loss=0.0932, over 1466470.23 frames. utt_duration=1202 frames, utt_pad_proportion=0.07492, over 4888.19 utterances.], batch size: 17, lr: 2.64e-04 2022-11-24 09:07:39,162 INFO [train.py:818] (3/4) Epoch 21, batch 7450, loss[loss=0.09313, over 7172.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007879, over 21.00 utterances.], tot_loss[loss=0.09303, over 1465990.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.06924, over 4808.87 utterances.], batch size: 21, lr: 2.64e-04 2022-11-24 09:08:17,130 INFO [train.py:818] (3/4) Epoch 21, batch 7500, loss[loss=0.08747, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009222, over 17.00 utterances.], tot_loss[loss=0.09264, over 1465772.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.07045, over 4759.93 utterances.], batch size: 17, lr: 2.64e-04 2022-11-24 09:08:53,955 INFO [train.py:818] (3/4) Epoch 21, batch 7550, loss[loss=0.08639, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00571, over 19.00 utterances.], tot_loss[loss=0.0937, over 1466260.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06836, over 4768.47 utterances.], batch size: 19, lr: 2.64e-04 2022-11-24 09:09:31,206 INFO [train.py:818] (3/4) Epoch 21, batch 7600, loss[loss=0.06943, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005058, over 22.00 utterances.], tot_loss[loss=0.09385, over 1466851.46 frames. utt_duration=1202 frames, utt_pad_proportion=0.07365, over 4888.70 utterances.], batch size: 22, lr: 2.64e-04 2022-11-24 09:10:08,468 INFO [train.py:818] (3/4) Epoch 21, batch 7650, loss[loss=0.1739, over 7348.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02896, over 27.00 utterances.], tot_loss[loss=0.09367, over 1466926.59 frames. utt_duration=1203 frames, utt_pad_proportion=0.07086, over 4882.70 utterances.], batch size: 27, lr: 2.64e-04 2022-11-24 09:10:44,809 INFO [train.py:818] (3/4) Epoch 21, batch 7700, loss[loss=0.09457, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01009, over 17.00 utterances.], tot_loss[loss=0.09271, over 1466838.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06886, over 4841.71 utterances.], batch size: 17, lr: 2.64e-04 2022-11-24 09:11:22,823 INFO [train.py:818] (3/4) Epoch 21, batch 7750, loss[loss=0.07016, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02254, over 25.00 utterances.], tot_loss[loss=0.09358, over 1467884.74 frames. utt_duration=1200 frames, utt_pad_proportion=0.07006, over 4898.56 utterances.], batch size: 25, lr: 2.64e-04 2022-11-24 09:11:59,521 INFO [train.py:818] (3/4) Epoch 21, batch 7800, loss[loss=0.09225, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006263, over 20.00 utterances.], tot_loss[loss=0.09329, over 1467918.57 frames. utt_duration=1195 frames, utt_pad_proportion=0.06729, over 4919.07 utterances.], batch size: 20, lr: 2.64e-04 2022-11-24 09:12:38,638 INFO [train.py:818] (3/4) Epoch 21, batch 7850, loss[loss=0.07885, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005552, over 18.00 utterances.], tot_loss[loss=0.09304, over 1467698.38 frames. utt_duration=1204 frames, utt_pad_proportion=0.06674, over 4880.72 utterances.], batch size: 18, lr: 2.64e-04 2022-11-24 09:13:17,595 INFO [train.py:818] (3/4) Epoch 21, batch 7900, loss[loss=0.1264, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02431, over 26.00 utterances.], tot_loss[loss=0.09216, over 1467555.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.05757, over 4752.79 utterances.], batch size: 26, lr: 2.64e-04 2022-11-24 09:13:53,664 INFO [train.py:818] (3/4) Epoch 21, batch 7950, loss[loss=0.1103, over 7301.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.02581, over 27.00 utterances.], tot_loss[loss=0.09149, over 1467865.01 frames. utt_duration=1248 frames, utt_pad_proportion=0.05717, over 4712.14 utterances.], batch size: 27, lr: 2.64e-04 2022-11-24 09:14:30,387 INFO [train.py:818] (3/4) Epoch 21, batch 8000, loss[loss=0.07719, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008011, over 22.00 utterances.], tot_loss[loss=0.09107, over 1467685.66 frames. utt_duration=1231 frames, utt_pad_proportion=0.06197, over 4775.14 utterances.], batch size: 22, lr: 2.64e-04 2022-11-24 09:15:08,788 INFO [train.py:818] (3/4) Epoch 21, batch 8050, loss[loss=0.0936, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0071, over 18.00 utterances.], tot_loss[loss=0.09162, over 1466943.69 frames. utt_duration=1219 frames, utt_pad_proportion=0.06316, over 4817.77 utterances.], batch size: 18, lr: 2.64e-04 2022-11-24 09:15:44,963 INFO [train.py:818] (3/4) Epoch 21, batch 8100, loss[loss=0.0534, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.09202, over 1466274.16 frames. utt_duration=1232 frames, utt_pad_proportion=0.05807, over 4767.95 utterances.], batch size: 18, lr: 2.64e-04 2022-11-24 09:16:22,092 INFO [train.py:818] (3/4) Epoch 21, batch 8150, loss[loss=0.08241, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009093, over 23.00 utterances.], tot_loss[loss=0.09042, over 1467380.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05441, over 4721.71 utterances.], batch size: 23, lr: 2.64e-04 2022-11-24 09:17:00,894 INFO [train.py:818] (3/4) Epoch 21, batch 8200, loss[loss=0.07621, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00719, over 18.00 utterances.], tot_loss[loss=0.09115, over 1466814.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.05878, over 4756.06 utterances.], batch size: 18, lr: 2.64e-04 2022-11-24 09:17:38,355 INFO [train.py:818] (3/4) Epoch 21, batch 8250, loss[loss=0.07652, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004897, over 20.00 utterances.], tot_loss[loss=0.0915, over 1467399.50 frames. utt_duration=1203 frames, utt_pad_proportion=0.06896, over 4886.17 utterances.], batch size: 20, lr: 2.64e-04 2022-11-24 09:18:16,140 INFO [train.py:818] (3/4) Epoch 21, batch 8300, loss[loss=0.07907, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006502, over 19.00 utterances.], tot_loss[loss=0.09195, over 1466654.01 frames. utt_duration=1212 frames, utt_pad_proportion=0.07106, over 4845.12 utterances.], batch size: 19, lr: 2.63e-04 2022-11-24 09:18:53,722 INFO [train.py:818] (3/4) Epoch 21, batch 8350, loss[loss=0.07521, over 7239.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03217, over 16.00 utterances.], tot_loss[loss=0.09181, over 1466310.09 frames. utt_duration=1192 frames, utt_pad_proportion=0.07753, over 4927.47 utterances.], batch size: 16, lr: 2.63e-04 2022-11-24 09:19:29,342 INFO [train.py:818] (3/4) Epoch 21, batch 8400, loss[loss=0.1034, over 7483.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007651, over 19.00 utterances.], tot_loss[loss=0.09111, over 1466261.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.07036, over 4807.66 utterances.], batch size: 19, lr: 2.63e-04 2022-11-24 09:20:07,753 INFO [train.py:818] (3/4) Epoch 21, batch 8450, loss[loss=0.1139, over 7110.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004755, over 18.00 utterances.], tot_loss[loss=0.09167, over 1466885.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.06478, over 4760.60 utterances.], batch size: 18, lr: 2.63e-04 2022-11-24 09:20:44,824 INFO [train.py:818] (3/4) Epoch 21, batch 8500, loss[loss=0.08221, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004862, over 20.00 utterances.], tot_loss[loss=0.0905, over 1467945.56 frames. utt_duration=1238 frames, utt_pad_proportion=0.06171, over 4746.86 utterances.], batch size: 20, lr: 2.63e-04 2022-11-24 09:21:21,127 INFO [train.py:818] (3/4) Epoch 21, batch 8550, loss[loss=0.1015, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01652, over 24.00 utterances.], tot_loss[loss=0.08998, over 1466938.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.05911, over 4704.25 utterances.], batch size: 24, lr: 2.63e-04 2022-11-24 09:21:59,161 INFO [train.py:818] (3/4) Epoch 21, batch 8600, loss[loss=0.09968, over 7428.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.00827, over 18.00 utterances.], tot_loss[loss=0.08951, over 1466310.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05752, over 4677.37 utterances.], batch size: 18, lr: 2.63e-04 2022-11-24 09:22:36,221 INFO [train.py:818] (3/4) Epoch 21, batch 8650, loss[loss=0.1448, over 7285.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03737, over 27.00 utterances.], tot_loss[loss=0.09237, over 1466541.01 frames. utt_duration=1202 frames, utt_pad_proportion=0.07142, over 4887.09 utterances.], batch size: 27, lr: 2.63e-04 2022-11-24 09:23:11,666 INFO [train.py:818] (3/4) Epoch 21, batch 8700, loss[loss=0.074, over 7156.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01016, over 17.00 utterances.], tot_loss[loss=0.09185, over 1467084.12 frames. utt_duration=1237 frames, utt_pad_proportion=0.06401, over 4749.94 utterances.], batch size: 17, lr: 2.63e-04 2022-11-24 09:23:47,641 INFO [train.py:818] (3/4) Epoch 21, batch 8750, loss[loss=0.1337, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006881, over 19.00 utterances.], tot_loss[loss=0.09099, over 1465203.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.05392, over 4610.15 utterances.], batch size: 19, lr: 2.63e-04 2022-11-24 09:24:23,740 INFO [train.py:818] (3/4) Epoch 21, batch 8800, loss[loss=0.0952, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01314, over 24.00 utterances.], tot_loss[loss=0.09031, over 1464995.29 frames. utt_duration=1281 frames, utt_pad_proportion=0.04967, over 4581.38 utterances.], batch size: 24, lr: 2.63e-04 2022-11-24 09:24:59,964 INFO [train.py:818] (3/4) Epoch 21, batch 8850, loss[loss=0.1705, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004934, over 20.00 utterances.], tot_loss[loss=0.09045, over 1465631.76 frames. utt_duration=1261 frames, utt_pad_proportion=0.05367, over 4654.73 utterances.], batch size: 20, lr: 2.63e-04 2022-11-24 09:26:11,034 INFO [train.py:818] (3/4) Epoch 22, batch 0, loss[loss=0.08348, over 7393.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004708, over 21.00 utterances.], tot_loss[loss=0.08348, over 7393.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004708, over 21.00 utterances.], batch size: 21, lr: 2.57e-04 2022-11-24 09:26:47,107 INFO [train.py:818] (3/4) Epoch 22, batch 50, loss[loss=0.06387, over 7213.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02399, over 25.00 utterances.], tot_loss[loss=0.07297, over 329741.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.05179, over 1021.13 utterances.], batch size: 25, lr: 2.57e-04 2022-11-24 09:27:23,589 INFO [train.py:818] (3/4) Epoch 22, batch 100, loss[loss=0.09648, over 7463.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.003501, over 21.00 utterances.], tot_loss[loss=0.07457, over 580594.73 frames. utt_duration=1295 frames, utt_pad_proportion=0.04405, over 1794.74 utterances.], batch size: 21, lr: 2.57e-04 2022-11-24 09:28:00,550 INFO [train.py:818] (3/4) Epoch 22, batch 150, loss[loss=0.09239, over 7219.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02218, over 25.00 utterances.], tot_loss[loss=0.07656, over 776373.82 frames. utt_duration=1294 frames, utt_pad_proportion=0.0419, over 2403.44 utterances.], batch size: 25, lr: 2.57e-04 2022-11-24 09:28:36,211 INFO [train.py:818] (3/4) Epoch 22, batch 200, loss[loss=0.105, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007431, over 21.00 utterances.], tot_loss[loss=0.07598, over 929014.57 frames. utt_duration=1319 frames, utt_pad_proportion=0.03545, over 2820.27 utterances.], batch size: 21, lr: 2.57e-04 2022-11-24 09:29:14,332 INFO [train.py:818] (3/4) Epoch 22, batch 250, loss[loss=0.07858, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009127, over 23.00 utterances.], tot_loss[loss=0.0758, over 1048754.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.04915, over 3273.27 utterances.], batch size: 23, lr: 2.57e-04 2022-11-24 09:29:50,249 INFO [train.py:818] (3/4) Epoch 22, batch 300, loss[loss=0.06941, over 7367.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.006331, over 21.00 utterances.], tot_loss[loss=0.0743, over 1140419.83 frames. utt_duration=1310 frames, utt_pad_proportion=0.04146, over 3484.88 utterances.], batch size: 21, lr: 2.57e-04 2022-11-24 09:30:26,699 INFO [train.py:818] (3/4) Epoch 22, batch 350, loss[loss=0.05476, over 7303.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.05337, over 16.00 utterances.], tot_loss[loss=0.07555, over 1212961.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04784, over 3779.42 utterances.], batch size: 16, lr: 2.57e-04 2022-11-24 09:31:03,509 INFO [train.py:818] (3/4) Epoch 22, batch 400, loss[loss=0.07139, over 7480.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006964, over 19.00 utterances.], tot_loss[loss=0.0751, over 1268451.74 frames. utt_duration=1296 frames, utt_pad_proportion=0.04612, over 3919.60 utterances.], batch size: 19, lr: 2.57e-04 2022-11-24 09:31:39,182 INFO [train.py:818] (3/4) Epoch 22, batch 450, loss[loss=0.08389, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.00424, over 20.00 utterances.], tot_loss[loss=0.07442, over 1311663.82 frames. utt_duration=1319 frames, utt_pad_proportion=0.03953, over 3982.61 utterances.], batch size: 20, lr: 2.57e-04 2022-11-24 09:32:14,386 INFO [train.py:818] (3/4) Epoch 22, batch 500, loss[loss=0.06664, over 7418.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006054, over 22.00 utterances.], tot_loss[loss=0.07499, over 1346220.74 frames. utt_duration=1285 frames, utt_pad_proportion=0.04912, over 4196.69 utterances.], batch size: 22, lr: 2.57e-04 2022-11-24 09:32:52,538 INFO [train.py:818] (3/4) Epoch 22, batch 550, loss[loss=0.06381, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01203, over 17.00 utterances.], tot_loss[loss=0.07335, over 1373133.30 frames. utt_duration=1315 frames, utt_pad_proportion=0.04251, over 4182.03 utterances.], batch size: 17, lr: 2.57e-04 2022-11-24 09:33:28,986 INFO [train.py:818] (3/4) Epoch 22, batch 600, loss[loss=0.07022, over 7293.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.01017, over 18.00 utterances.], tot_loss[loss=0.07302, over 1392173.26 frames. utt_duration=1316 frames, utt_pad_proportion=0.04085, over 4237.56 utterances.], batch size: 18, lr: 2.57e-04 2022-11-24 09:34:05,618 INFO [train.py:818] (3/4) Epoch 22, batch 650, loss[loss=0.06702, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005553, over 19.00 utterances.], tot_loss[loss=0.07249, over 1408057.65 frames. utt_duration=1316 frames, utt_pad_proportion=0.0373, over 4283.37 utterances.], batch size: 19, lr: 2.57e-04 2022-11-24 09:34:43,251 INFO [train.py:818] (3/4) Epoch 22, batch 700, loss[loss=0.06631, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006483, over 20.00 utterances.], tot_loss[loss=0.07227, over 1420060.92 frames. utt_duration=1302 frames, utt_pad_proportion=0.04215, over 4366.94 utterances.], batch size: 20, lr: 2.57e-04 2022-11-24 09:35:19,534 INFO [train.py:818] (3/4) Epoch 22, batch 750, loss[loss=0.1077, over 7314.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03202, over 27.00 utterances.], tot_loss[loss=0.07274, over 1429577.11 frames. utt_duration=1318 frames, utt_pad_proportion=0.04129, over 4342.27 utterances.], batch size: 27, lr: 2.57e-04 2022-11-24 09:35:55,613 INFO [train.py:818] (3/4) Epoch 22, batch 800, loss[loss=0.07263, over 7387.00 frames. utt_duration=954.5 frames, utt_pad_proportion=0.07604, over 31.00 utterances.], tot_loss[loss=0.07347, over 1437966.20 frames. utt_duration=1327 frames, utt_pad_proportion=0.03752, over 4338.72 utterances.], batch size: 31, lr: 2.57e-04 2022-11-24 09:36:32,821 INFO [train.py:818] (3/4) Epoch 22, batch 850, loss[loss=0.05028, over 7442.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008055, over 18.00 utterances.], tot_loss[loss=0.07297, over 1443564.86 frames. utt_duration=1341 frames, utt_pad_proportion=0.03182, over 4311.61 utterances.], batch size: 18, lr: 2.57e-04 2022-11-24 09:37:08,794 INFO [train.py:818] (3/4) Epoch 22, batch 900, loss[loss=0.0985, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006471, over 20.00 utterances.], tot_loss[loss=0.07427, over 1448925.86 frames. utt_duration=1293 frames, utt_pad_proportion=0.04486, over 4488.88 utterances.], batch size: 20, lr: 2.57e-04 2022-11-24 09:37:44,708 INFO [train.py:818] (3/4) Epoch 22, batch 950, loss[loss=0.05013, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005664, over 18.00 utterances.], tot_loss[loss=0.07366, over 1451372.32 frames. utt_duration=1310 frames, utt_pad_proportion=0.0391, over 4438.15 utterances.], batch size: 18, lr: 2.57e-04 2022-11-24 09:38:21,368 INFO [train.py:818] (3/4) Epoch 22, batch 1000, loss[loss=0.07078, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007088, over 19.00 utterances.], tot_loss[loss=0.07423, over 1454471.36 frames. utt_duration=1340 frames, utt_pad_proportion=0.03364, over 4345.48 utterances.], batch size: 19, lr: 2.57e-04 2022-11-24 09:38:58,072 INFO [train.py:818] (3/4) Epoch 22, batch 1050, loss[loss=0.05377, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006117, over 19.00 utterances.], tot_loss[loss=0.07442, over 1457338.58 frames. utt_duration=1338 frames, utt_pad_proportion=0.03206, over 4360.06 utterances.], batch size: 19, lr: 2.57e-04 2022-11-24 09:39:34,308 INFO [train.py:818] (3/4) Epoch 22, batch 1100, loss[loss=0.04987, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009313, over 17.00 utterances.], tot_loss[loss=0.07554, over 1459852.42 frames. utt_duration=1318 frames, utt_pad_proportion=0.03831, over 4435.79 utterances.], batch size: 17, lr: 2.56e-04 2022-11-24 09:40:12,561 INFO [train.py:818] (3/4) Epoch 22, batch 1150, loss[loss=0.08215, over 7210.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02012, over 25.00 utterances.], tot_loss[loss=0.07631, over 1460625.65 frames. utt_duration=1293 frames, utt_pad_proportion=0.04556, over 4525.46 utterances.], batch size: 25, lr: 2.56e-04 2022-11-24 09:40:49,040 INFO [train.py:818] (3/4) Epoch 22, batch 1200, loss[loss=0.05806, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008808, over 18.00 utterances.], tot_loss[loss=0.07595, over 1461128.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05427, over 4599.26 utterances.], batch size: 18, lr: 2.56e-04 2022-11-24 09:41:27,093 INFO [train.py:818] (3/4) Epoch 22, batch 1250, loss[loss=0.06773, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007774, over 22.00 utterances.], tot_loss[loss=0.07599, over 1462719.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.04896, over 4527.77 utterances.], batch size: 22, lr: 2.56e-04 2022-11-24 09:42:05,128 INFO [train.py:818] (3/4) Epoch 22, batch 1300, loss[loss=0.07563, over 7471.00 frames. utt_duration=767.7 frames, utt_pad_proportion=0.1246, over 39.00 utterances.], tot_loss[loss=0.07562, over 1463173.22 frames. utt_duration=1294 frames, utt_pad_proportion=0.04842, over 4528.85 utterances.], batch size: 39, lr: 2.56e-04 2022-11-24 09:42:40,899 INFO [train.py:818] (3/4) Epoch 22, batch 1350, loss[loss=0.07946, over 7305.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.03813, over 16.00 utterances.], tot_loss[loss=0.07554, over 1462217.77 frames. utt_duration=1309 frames, utt_pad_proportion=0.04204, over 4474.50 utterances.], batch size: 16, lr: 2.56e-04 2022-11-24 09:43:16,976 INFO [train.py:818] (3/4) Epoch 22, batch 1400, loss[loss=0.05682, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004568, over 21.00 utterances.], tot_loss[loss=0.07456, over 1463031.24 frames. utt_duration=1331 frames, utt_pad_proportion=0.03683, over 4401.00 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:43:53,464 INFO [train.py:818] (3/4) Epoch 22, batch 1450, loss[loss=0.07751, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006826, over 20.00 utterances.], tot_loss[loss=0.07405, over 1463709.22 frames. utt_duration=1352 frames, utt_pad_proportion=0.03168, over 4334.10 utterances.], batch size: 20, lr: 2.56e-04 2022-11-24 09:44:29,784 INFO [train.py:818] (3/4) Epoch 22, batch 1500, loss[loss=0.07238, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00931, over 18.00 utterances.], tot_loss[loss=0.07425, over 1464312.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.05024, over 4522.14 utterances.], batch size: 18, lr: 2.56e-04 2022-11-24 09:45:07,049 INFO [train.py:818] (3/4) Epoch 22, batch 1550, loss[loss=0.09746, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004931, over 20.00 utterances.], tot_loss[loss=0.07435, over 1463743.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.05182, over 4572.71 utterances.], batch size: 20, lr: 2.56e-04 2022-11-24 09:45:44,202 INFO [train.py:818] (3/4) Epoch 22, batch 1600, loss[loss=0.1014, over 7198.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.02015, over 24.00 utterances.], tot_loss[loss=0.07623, over 1464391.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.05216, over 4560.63 utterances.], batch size: 24, lr: 2.56e-04 2022-11-24 09:46:20,588 INFO [train.py:818] (3/4) Epoch 22, batch 1650, loss[loss=0.09532, over 7403.00 frames. utt_duration=741.9 frames, utt_pad_proportion=0.1423, over 40.00 utterances.], tot_loss[loss=0.07606, over 1464090.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.05466, over 4591.97 utterances.], batch size: 40, lr: 2.56e-04 2022-11-24 09:47:00,158 INFO [train.py:818] (3/4) Epoch 22, batch 1700, loss[loss=0.09353, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.004813, over 21.00 utterances.], tot_loss[loss=0.07644, over 1465307.74 frames. utt_duration=1273 frames, utt_pad_proportion=0.05577, over 4609.03 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:47:37,218 INFO [train.py:818] (3/4) Epoch 22, batch 1750, loss[loss=0.06289, over 7189.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005495, over 21.00 utterances.], tot_loss[loss=0.07572, over 1464578.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.06415, over 4711.50 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:48:13,414 INFO [train.py:818] (3/4) Epoch 22, batch 1800, loss[loss=0.1135, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009187, over 23.00 utterances.], tot_loss[loss=0.07637, over 1464721.59 frames. utt_duration=1256 frames, utt_pad_proportion=0.05844, over 4671.96 utterances.], batch size: 23, lr: 2.56e-04 2022-11-24 09:48:51,386 INFO [train.py:818] (3/4) Epoch 22, batch 1850, loss[loss=0.0635, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005111, over 19.00 utterances.], tot_loss[loss=0.07673, over 1465227.41 frames. utt_duration=1256 frames, utt_pad_proportion=0.05804, over 4670.61 utterances.], batch size: 19, lr: 2.56e-04 2022-11-24 09:49:27,088 INFO [train.py:818] (3/4) Epoch 22, batch 1900, loss[loss=0.09031, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.0161, over 24.00 utterances.], tot_loss[loss=0.07807, over 1465001.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.05649, over 4648.02 utterances.], batch size: 24, lr: 2.56e-04 2022-11-24 09:50:04,972 INFO [train.py:818] (3/4) Epoch 22, batch 1950, loss[loss=0.08825, over 7476.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.06657, over 31.00 utterances.], tot_loss[loss=0.07735, over 1465951.13 frames. utt_duration=1268 frames, utt_pad_proportion=0.0565, over 4631.44 utterances.], batch size: 31, lr: 2.56e-04 2022-11-24 09:50:42,376 INFO [train.py:818] (3/4) Epoch 22, batch 2000, loss[loss=0.07373, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006319, over 21.00 utterances.], tot_loss[loss=0.07747, over 1465669.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05277, over 4624.02 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:51:17,606 INFO [train.py:818] (3/4) Epoch 22, batch 2050, loss[loss=0.07055, over 7356.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.006611, over 23.00 utterances.], tot_loss[loss=0.07719, over 1465723.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.05023, over 4613.59 utterances.], batch size: 23, lr: 2.56e-04 2022-11-24 09:51:54,388 INFO [train.py:818] (3/4) Epoch 22, batch 2100, loss[loss=0.07853, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006923, over 18.00 utterances.], tot_loss[loss=0.07611, over 1465259.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.05125, over 4606.12 utterances.], batch size: 18, lr: 2.56e-04 2022-11-24 09:52:32,374 INFO [train.py:818] (3/4) Epoch 22, batch 2150, loss[loss=0.06233, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005117, over 21.00 utterances.], tot_loss[loss=0.07567, over 1465265.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.05203, over 4597.37 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:53:08,959 INFO [train.py:818] (3/4) Epoch 22, batch 2200, loss[loss=0.06268, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007513, over 18.00 utterances.], tot_loss[loss=0.0759, over 1464851.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.05484, over 4630.86 utterances.], batch size: 18, lr: 2.56e-04 2022-11-24 09:53:46,384 INFO [train.py:818] (3/4) Epoch 22, batch 2250, loss[loss=0.04953, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.00905, over 18.00 utterances.], tot_loss[loss=0.07716, over 1464808.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05345, over 4636.37 utterances.], batch size: 18, lr: 2.56e-04 2022-11-24 09:54:22,124 INFO [train.py:818] (3/4) Epoch 22, batch 2300, loss[loss=0.07389, over 7295.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03621, over 27.00 utterances.], tot_loss[loss=0.07666, over 1464097.83 frames. utt_duration=1267 frames, utt_pad_proportion=0.05405, over 4627.56 utterances.], batch size: 27, lr: 2.56e-04 2022-11-24 09:54:58,764 INFO [train.py:818] (3/4) Epoch 22, batch 2350, loss[loss=0.07127, over 7377.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006759, over 21.00 utterances.], tot_loss[loss=0.0772, over 1463751.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06141, over 4732.67 utterances.], batch size: 21, lr: 2.56e-04 2022-11-24 09:55:36,366 INFO [train.py:818] (3/4) Epoch 22, batch 2400, loss[loss=0.05593, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006321, over 20.00 utterances.], tot_loss[loss=0.07638, over 1464418.58 frames. utt_duration=1218 frames, utt_pad_proportion=0.06673, over 4817.16 utterances.], batch size: 20, lr: 2.56e-04 2022-11-24 09:56:11,916 INFO [train.py:818] (3/4) Epoch 22, batch 2450, loss[loss=0.106, over 7259.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.06141, over 30.00 utterances.], tot_loss[loss=0.07737, over 1463626.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.05684, over 4689.28 utterances.], batch size: 30, lr: 2.56e-04 2022-11-24 09:56:49,097 INFO [train.py:818] (3/4) Epoch 22, batch 2500, loss[loss=0.101, over 7448.00 frames. utt_duration=445.8 frames, utt_pad_proportion=0.2946, over 67.00 utterances.], tot_loss[loss=0.07682, over 1464132.44 frames. utt_duration=1220 frames, utt_pad_proportion=0.06563, over 4808.14 utterances.], batch size: 67, lr: 2.56e-04 2022-11-24 09:57:26,717 INFO [train.py:818] (3/4) Epoch 22, batch 2550, loss[loss=0.06802, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01121, over 17.00 utterances.], tot_loss[loss=0.07537, over 1464199.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.0606, over 4733.18 utterances.], batch size: 17, lr: 2.55e-04 2022-11-24 09:58:02,344 INFO [train.py:818] (3/4) Epoch 22, batch 2600, loss[loss=0.08459, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006925, over 22.00 utterances.], tot_loss[loss=0.07499, over 1464450.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.0572, over 4672.37 utterances.], batch size: 22, lr: 2.55e-04 2022-11-24 09:58:38,309 INFO [train.py:818] (3/4) Epoch 22, batch 2650, loss[loss=0.1039, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009146, over 22.00 utterances.], tot_loss[loss=0.07613, over 1464673.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.04944, over 4583.58 utterances.], batch size: 22, lr: 2.55e-04 2022-11-24 09:59:16,121 INFO [train.py:818] (3/4) Epoch 22, batch 2700, loss[loss=0.07105, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006702, over 20.00 utterances.], tot_loss[loss=0.0769, over 1465511.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.05571, over 4666.35 utterances.], batch size: 20, lr: 2.55e-04 2022-11-24 09:59:51,197 INFO [train.py:818] (3/4) Epoch 22, batch 2750, loss[loss=0.04964, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009262, over 17.00 utterances.], tot_loss[loss=0.07649, over 1463543.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04751, over 4564.13 utterances.], batch size: 17, lr: 2.55e-04 2022-11-24 10:00:26,959 INFO [train.py:818] (3/4) Epoch 22, batch 2800, loss[loss=0.1443, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0132, over 24.00 utterances.], tot_loss[loss=0.07606, over 1462993.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.0432, over 4499.50 utterances.], batch size: 24, lr: 2.55e-04 2022-11-24 10:01:05,090 INFO [train.py:818] (3/4) Epoch 22, batch 2850, loss[loss=0.08588, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009312, over 22.00 utterances.], tot_loss[loss=0.07629, over 1463901.71 frames. utt_duration=1284 frames, utt_pad_proportion=0.05078, over 4564.13 utterances.], batch size: 22, lr: 2.55e-04 2022-11-24 10:01:40,452 INFO [train.py:818] (3/4) Epoch 22, batch 2900, loss[loss=0.09415, over 7210.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004346, over 19.00 utterances.], tot_loss[loss=0.07712, over 1464952.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.04994, over 4584.50 utterances.], batch size: 19, lr: 2.55e-04 2022-11-24 10:02:16,332 INFO [train.py:818] (3/4) Epoch 22, batch 2950, loss[loss=0.05666, over 7287.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.02753, over 16.00 utterances.], tot_loss[loss=0.07609, over 1464907.70 frames. utt_duration=1284 frames, utt_pad_proportion=0.05018, over 4569.92 utterances.], batch size: 16, lr: 2.55e-04 2022-11-24 10:02:54,958 INFO [train.py:818] (3/4) Epoch 22, batch 3000, loss[loss=0.1483, over 7331.00 frames. utt_duration=426.7 frames, utt_pad_proportion=0.3333, over 69.00 utterances.], tot_loss[loss=0.07609, over 1465650.33 frames. utt_duration=1235 frames, utt_pad_proportion=0.06564, over 4752.15 utterances.], batch size: 69, lr: 2.55e-04 2022-11-24 10:02:54,960 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 10:03:15,218 INFO [train.py:847] (3/4) Epoch 22, validation: loss=0.04958, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 10:03:52,351 INFO [train.py:818] (3/4) Epoch 22, batch 3050, loss[loss=0.05552, over 7390.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006012, over 19.00 utterances.], tot_loss[loss=0.07602, over 1466258.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.06503, over 4759.89 utterances.], batch size: 19, lr: 2.55e-04 2022-11-24 10:04:30,165 INFO [train.py:818] (3/4) Epoch 22, batch 3100, loss[loss=0.04347, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.0118, over 17.00 utterances.], tot_loss[loss=0.07576, over 1466328.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06249, over 4720.70 utterances.], batch size: 17, lr: 2.55e-04 2022-11-24 10:05:06,778 INFO [train.py:818] (3/4) Epoch 22, batch 3150, loss[loss=0.09531, over 7467.00 frames. utt_duration=767.4 frames, utt_pad_proportion=0.1189, over 39.00 utterances.], tot_loss[loss=0.07472, over 1466051.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.06174, over 4713.19 utterances.], batch size: 39, lr: 2.55e-04 2022-11-24 10:05:42,804 INFO [train.py:818] (3/4) Epoch 22, batch 3200, loss[loss=0.08111, over 7275.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007329, over 21.00 utterances.], tot_loss[loss=0.07548, over 1465445.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.05952, over 4708.66 utterances.], batch size: 21, lr: 2.55e-04 2022-11-24 10:06:18,639 INFO [train.py:818] (3/4) Epoch 22, batch 3250, loss[loss=0.06962, over 7470.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.00819, over 17.00 utterances.], tot_loss[loss=0.07527, over 1465794.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.05581, over 4666.82 utterances.], batch size: 17, lr: 2.55e-04 2022-11-24 10:06:55,124 INFO [train.py:818] (3/4) Epoch 22, batch 3300, loss[loss=0.05975, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005783, over 20.00 utterances.], tot_loss[loss=0.07586, over 1465110.88 frames. utt_duration=1252 frames, utt_pad_proportion=0.05697, over 4684.93 utterances.], batch size: 20, lr: 2.55e-04 2022-11-24 10:07:32,787 INFO [train.py:818] (3/4) Epoch 22, batch 3350, loss[loss=0.0763, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006186, over 21.00 utterances.], tot_loss[loss=0.07538, over 1464743.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.04921, over 4591.57 utterances.], batch size: 21, lr: 2.55e-04 2022-11-24 10:08:09,613 INFO [train.py:818] (3/4) Epoch 22, batch 3400, loss[loss=0.05242, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006492, over 21.00 utterances.], tot_loss[loss=0.07593, over 1464079.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.04841, over 4570.07 utterances.], batch size: 21, lr: 2.55e-04 2022-11-24 10:08:46,662 INFO [train.py:818] (3/4) Epoch 22, batch 3450, loss[loss=0.07602, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006148, over 21.00 utterances.], tot_loss[loss=0.07601, over 1464310.57 frames. utt_duration=1304 frames, utt_pad_proportion=0.04466, over 4496.42 utterances.], batch size: 21, lr: 2.55e-04 2022-11-24 10:09:24,574 INFO [train.py:818] (3/4) Epoch 22, batch 3500, loss[loss=0.09314, over 7393.00 frames. utt_duration=442.9 frames, utt_pad_proportion=0.3036, over 67.00 utterances.], tot_loss[loss=0.07679, over 1465160.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.05088, over 4585.21 utterances.], batch size: 67, lr: 2.55e-04 2022-11-24 10:10:01,183 INFO [train.py:818] (3/4) Epoch 22, batch 3550, loss[loss=0.05523, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005209, over 20.00 utterances.], tot_loss[loss=0.07583, over 1466416.37 frames. utt_duration=1248 frames, utt_pad_proportion=0.05722, over 4706.18 utterances.], batch size: 20, lr: 2.55e-04 2022-11-24 10:10:36,966 INFO [train.py:818] (3/4) Epoch 22, batch 3600, loss[loss=0.09127, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005931, over 20.00 utterances.], tot_loss[loss=0.07631, over 1466180.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.04967, over 4606.16 utterances.], batch size: 20, lr: 2.55e-04 2022-11-24 10:11:13,936 INFO [train.py:818] (3/4) Epoch 22, batch 3650, loss[loss=0.05561, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01082, over 17.00 utterances.], tot_loss[loss=0.07586, over 1466299.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.04581, over 4552.37 utterances.], batch size: 17, lr: 2.55e-04 2022-11-24 10:11:50,118 INFO [train.py:818] (3/4) Epoch 22, batch 3700, loss[loss=0.06255, over 7215.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02382, over 25.00 utterances.], tot_loss[loss=0.07541, over 1465419.52 frames. utt_duration=1266 frames, utt_pad_proportion=0.05336, over 4634.03 utterances.], batch size: 25, lr: 2.55e-04 2022-11-24 10:12:27,191 INFO [train.py:818] (3/4) Epoch 22, batch 3750, loss[loss=0.07551, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007485, over 19.00 utterances.], tot_loss[loss=0.07555, over 1466473.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.05639, over 4674.33 utterances.], batch size: 19, lr: 2.55e-04 2022-11-24 10:13:03,607 INFO [train.py:818] (3/4) Epoch 22, batch 3800, loss[loss=0.0906, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], tot_loss[loss=0.0764, over 1466697.71 frames. utt_duration=1256 frames, utt_pad_proportion=0.05331, over 4674.73 utterances.], batch size: 23, lr: 2.55e-04 2022-11-24 10:13:39,658 INFO [train.py:818] (3/4) Epoch 22, batch 3850, loss[loss=0.0884, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009174, over 22.00 utterances.], tot_loss[loss=0.07667, over 1465967.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05111, over 4674.36 utterances.], batch size: 22, lr: 2.55e-04 2022-11-24 10:14:15,749 INFO [train.py:818] (3/4) Epoch 22, batch 3900, loss[loss=0.1473, over 7387.00 frames. utt_duration=400.7 frames, utt_pad_proportion=0.3729, over 74.00 utterances.], tot_loss[loss=0.07619, over 1464835.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.05828, over 4725.54 utterances.], batch size: 74, lr: 2.55e-04 2022-11-24 10:14:52,434 INFO [train.py:818] (3/4) Epoch 22, batch 3950, loss[loss=0.06905, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005349, over 20.00 utterances.], tot_loss[loss=0.07589, over 1464028.20 frames. utt_duration=1278 frames, utt_pad_proportion=0.04949, over 4588.25 utterances.], batch size: 20, lr: 2.55e-04 2022-11-24 10:15:27,863 INFO [train.py:818] (3/4) Epoch 22, batch 4000, loss[loss=0.07303, over 7184.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008478, over 18.00 utterances.], tot_loss[loss=0.07582, over 1464024.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.05621, over 4678.25 utterances.], batch size: 18, lr: 2.55e-04 2022-11-24 10:16:04,781 INFO [train.py:818] (3/4) Epoch 22, batch 4050, loss[loss=0.08387, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009622, over 22.00 utterances.], tot_loss[loss=0.07531, over 1463413.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05512, over 4631.28 utterances.], batch size: 22, lr: 2.54e-04 2022-11-24 10:16:41,925 INFO [train.py:818] (3/4) Epoch 22, batch 4100, loss[loss=0.02995, over 7291.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01145, over 17.00 utterances.], tot_loss[loss=0.07563, over 1462708.99 frames. utt_duration=1286 frames, utt_pad_proportion=0.05098, over 4553.80 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:17:19,256 INFO [train.py:818] (3/4) Epoch 22, batch 4150, loss[loss=0.05156, over 7328.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006703, over 18.00 utterances.], tot_loss[loss=0.07636, over 1463549.29 frames. utt_duration=1310 frames, utt_pad_proportion=0.04362, over 4474.41 utterances.], batch size: 18, lr: 2.54e-04 2022-11-24 10:17:54,679 INFO [train.py:818] (3/4) Epoch 22, batch 4200, loss[loss=0.08446, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01216, over 24.00 utterances.], tot_loss[loss=0.07894, over 1463668.89 frames. utt_duration=1304 frames, utt_pad_proportion=0.0441, over 4495.45 utterances.], batch size: 24, lr: 2.54e-04 2022-11-24 10:18:32,178 INFO [train.py:818] (3/4) Epoch 22, batch 4250, loss[loss=0.08277, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01017, over 17.00 utterances.], tot_loss[loss=0.08063, over 1464077.57 frames. utt_duration=1298 frames, utt_pad_proportion=0.04329, over 4517.71 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:19:08,799 INFO [train.py:818] (3/4) Epoch 22, batch 4300, loss[loss=0.06465, over 7380.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.08261, over 1465160.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.04761, over 4573.69 utterances.], batch size: 21, lr: 2.54e-04 2022-11-24 10:19:46,715 INFO [train.py:818] (3/4) Epoch 22, batch 4350, loss[loss=0.1144, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006271, over 20.00 utterances.], tot_loss[loss=0.08444, over 1466255.03 frames. utt_duration=1297 frames, utt_pad_proportion=0.0419, over 4528.15 utterances.], batch size: 20, lr: 2.54e-04 2022-11-24 10:20:23,234 INFO [train.py:818] (3/4) Epoch 22, batch 4400, loss[loss=0.1335, over 7295.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.147, over 39.00 utterances.], tot_loss[loss=0.08495, over 1466364.72 frames. utt_duration=1301 frames, utt_pad_proportion=0.04066, over 4514.37 utterances.], batch size: 39, lr: 2.54e-04 2022-11-24 10:20:59,116 INFO [train.py:818] (3/4) Epoch 22, batch 4450, loss[loss=0.054, over 7466.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008133, over 17.00 utterances.], tot_loss[loss=0.08543, over 1464777.31 frames. utt_duration=1322 frames, utt_pad_proportion=0.03555, over 4435.43 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:21:36,846 INFO [train.py:818] (3/4) Epoch 22, batch 4500, loss[loss=0.1202, over 7253.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.01758, over 25.00 utterances.], tot_loss[loss=0.0871, over 1464609.20 frames. utt_duration=1318 frames, utt_pad_proportion=0.03683, over 4448.84 utterances.], batch size: 25, lr: 2.54e-04 2022-11-24 10:22:12,919 INFO [train.py:818] (3/4) Epoch 22, batch 4550, loss[loss=0.09731, over 7479.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.08789, over 1465461.52 frames. utt_duration=1331 frames, utt_pad_proportion=0.03589, over 4410.53 utterances.], batch size: 20, lr: 2.54e-04 2022-11-24 10:22:48,894 INFO [train.py:818] (3/4) Epoch 22, batch 4600, loss[loss=0.08021, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008291, over 23.00 utterances.], tot_loss[loss=0.08912, over 1464528.08 frames. utt_duration=1318 frames, utt_pad_proportion=0.04078, over 4448.47 utterances.], batch size: 23, lr: 2.54e-04 2022-11-24 10:23:26,912 INFO [train.py:818] (3/4) Epoch 22, batch 4650, loss[loss=0.09582, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01303, over 24.00 utterances.], tot_loss[loss=0.08999, over 1465602.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.04605, over 4553.33 utterances.], batch size: 24, lr: 2.54e-04 2022-11-24 10:24:03,529 INFO [train.py:818] (3/4) Epoch 22, batch 4700, loss[loss=0.1059, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005966, over 20.00 utterances.], tot_loss[loss=0.09059, over 1466430.50 frames. utt_duration=1243 frames, utt_pad_proportion=0.06097, over 4725.68 utterances.], batch size: 20, lr: 2.54e-04 2022-11-24 10:24:39,810 INFO [train.py:818] (3/4) Epoch 22, batch 4750, loss[loss=0.07994, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005657, over 20.00 utterances.], tot_loss[loss=0.08985, over 1466457.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.06471, over 4713.82 utterances.], batch size: 20, lr: 2.54e-04 2022-11-24 10:25:17,475 INFO [train.py:818] (3/4) Epoch 22, batch 4800, loss[loss=0.1192, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01226, over 24.00 utterances.], tot_loss[loss=0.09078, over 1465930.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.05963, over 4671.89 utterances.], batch size: 24, lr: 2.54e-04 2022-11-24 10:25:55,119 INFO [train.py:818] (3/4) Epoch 22, batch 4850, loss[loss=0.1135, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01548, over 24.00 utterances.], tot_loss[loss=0.09051, over 1465161.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06906, over 4754.35 utterances.], batch size: 24, lr: 2.54e-04 2022-11-24 10:26:31,764 INFO [train.py:818] (3/4) Epoch 22, batch 4900, loss[loss=0.05639, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.09006, over 1464164.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06552, over 4727.36 utterances.], batch size: 21, lr: 2.54e-04 2022-11-24 10:27:10,424 INFO [train.py:818] (3/4) Epoch 22, batch 4950, loss[loss=0.06793, over 7176.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006536, over 21.00 utterances.], tot_loss[loss=0.09116, over 1465166.31 frames. utt_duration=1233 frames, utt_pad_proportion=0.06949, over 4760.47 utterances.], batch size: 21, lr: 2.54e-04 2022-11-24 10:27:45,598 INFO [train.py:818] (3/4) Epoch 22, batch 5000, loss[loss=0.0848, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009222, over 17.00 utterances.], tot_loss[loss=0.09158, over 1464434.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.05871, over 4633.59 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:28:21,311 INFO [train.py:818] (3/4) Epoch 22, batch 5050, loss[loss=0.05124, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008486, over 17.00 utterances.], tot_loss[loss=0.09075, over 1464454.40 frames. utt_duration=1277 frames, utt_pad_proportion=0.05465, over 4592.85 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:28:57,556 INFO [train.py:818] (3/4) Epoch 22, batch 5100, loss[loss=0.09684, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01028, over 22.00 utterances.], tot_loss[loss=0.09065, over 1464083.11 frames. utt_duration=1297 frames, utt_pad_proportion=0.04634, over 4520.04 utterances.], batch size: 22, lr: 2.54e-04 2022-11-24 10:29:34,848 INFO [train.py:818] (3/4) Epoch 22, batch 5150, loss[loss=0.09899, over 7430.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.06868, over 31.00 utterances.], tot_loss[loss=0.09266, over 1465191.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.05526, over 4650.63 utterances.], batch size: 31, lr: 2.54e-04 2022-11-24 10:30:13,548 INFO [train.py:818] (3/4) Epoch 22, batch 5200, loss[loss=0.06855, over 7464.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.007934, over 17.00 utterances.], tot_loss[loss=0.09378, over 1465515.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.05866, over 4691.81 utterances.], batch size: 17, lr: 2.54e-04 2022-11-24 10:31:00,910 INFO [train.py:818] (3/4) Epoch 22, batch 5250, loss[loss=0.1104, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006238, over 21.00 utterances.], tot_loss[loss=0.09352, over 1466735.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.06342, over 4760.54 utterances.], batch size: 21, lr: 2.54e-04 2022-11-24 10:31:36,199 INFO [train.py:818] (3/4) Epoch 22, batch 5300, loss[loss=0.08877, over 7306.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009581, over 18.00 utterances.], tot_loss[loss=0.09336, over 1466063.35 frames. utt_duration=1245 frames, utt_pad_proportion=0.0607, over 4716.75 utterances.], batch size: 18, lr: 2.54e-04 2022-11-24 10:32:14,267 INFO [train.py:818] (3/4) Epoch 22, batch 5350, loss[loss=0.07516, over 7280.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.004269, over 20.00 utterances.], tot_loss[loss=0.09377, over 1465312.55 frames. utt_duration=1278 frames, utt_pad_proportion=0.0506, over 4591.21 utterances.], batch size: 20, lr: 2.54e-04 2022-11-24 10:32:50,429 INFO [train.py:818] (3/4) Epoch 22, batch 5400, loss[loss=0.09804, over 7342.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.00943, over 23.00 utterances.], tot_loss[loss=0.09283, over 1465957.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.0552, over 4681.21 utterances.], batch size: 23, lr: 2.54e-04 2022-11-24 10:33:27,561 INFO [train.py:818] (3/4) Epoch 22, batch 5450, loss[loss=0.1074, over 7448.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06166, over 31.00 utterances.], tot_loss[loss=0.09249, over 1465102.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.05539, over 4653.45 utterances.], batch size: 31, lr: 2.54e-04 2022-11-24 10:34:06,280 INFO [train.py:818] (3/4) Epoch 22, batch 5500, loss[loss=0.08299, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0135, over 24.00 utterances.], tot_loss[loss=0.09167, over 1466062.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05355, over 4641.60 utterances.], batch size: 24, lr: 2.54e-04 2022-11-24 10:34:43,693 INFO [train.py:818] (3/4) Epoch 22, batch 5550, loss[loss=0.07298, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008396, over 18.00 utterances.], tot_loss[loss=0.09215, over 1466273.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05298, over 4639.02 utterances.], batch size: 18, lr: 2.53e-04 2022-11-24 10:35:19,805 INFO [train.py:818] (3/4) Epoch 22, batch 5600, loss[loss=0.08847, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007265, over 22.00 utterances.], tot_loss[loss=0.09197, over 1466525.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.05606, over 4680.53 utterances.], batch size: 22, lr: 2.53e-04 2022-11-24 10:35:58,999 INFO [train.py:818] (3/4) Epoch 22, batch 5650, loss[loss=0.1319, over 7370.00 frames. utt_duration=416.9 frames, utt_pad_proportion=0.3476, over 71.00 utterances.], tot_loss[loss=0.09119, over 1467804.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.07088, over 4786.93 utterances.], batch size: 71, lr: 2.53e-04 2022-11-24 10:36:34,782 INFO [train.py:818] (3/4) Epoch 22, batch 5700, loss[loss=0.0952, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007498, over 22.00 utterances.], tot_loss[loss=0.08972, over 1466486.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06457, over 4742.35 utterances.], batch size: 22, lr: 2.53e-04 2022-11-24 10:37:13,915 INFO [train.py:818] (3/4) Epoch 22, batch 5750, loss[loss=0.1213, over 7184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01124, over 23.00 utterances.], tot_loss[loss=0.09026, over 1465863.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.07307, over 4826.07 utterances.], batch size: 23, lr: 2.53e-04 2022-11-24 10:37:51,196 INFO [train.py:818] (3/4) Epoch 22, batch 5800, loss[loss=0.08463, over 7286.00 frames. utt_duration=768.4 frames, utt_pad_proportion=0.1239, over 38.00 utterances.], tot_loss[loss=0.09027, over 1466047.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06766, over 4792.89 utterances.], batch size: 38, lr: 2.53e-04 2022-11-24 10:38:27,857 INFO [train.py:818] (3/4) Epoch 22, batch 5850, loss[loss=0.0748, over 7236.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.04764, over 16.00 utterances.], tot_loss[loss=0.08985, over 1466516.92 frames. utt_duration=1235 frames, utt_pad_proportion=0.06351, over 4754.46 utterances.], batch size: 16, lr: 2.53e-04 2022-11-24 10:39:05,673 INFO [train.py:818] (3/4) Epoch 22, batch 5900, loss[loss=0.1084, over 7469.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.06642, over 31.00 utterances.], tot_loss[loss=0.08979, over 1465324.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.05961, over 4709.23 utterances.], batch size: 31, lr: 2.53e-04 2022-11-24 10:39:42,061 INFO [train.py:818] (3/4) Epoch 22, batch 5950, loss[loss=0.0839, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00535, over 20.00 utterances.], tot_loss[loss=0.09079, over 1465048.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05516, over 4668.05 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:40:18,741 INFO [train.py:818] (3/4) Epoch 22, batch 6000, loss[loss=0.1465, over 7399.00 frames. utt_duration=424 frames, utt_pad_proportion=0.3354, over 70.00 utterances.], tot_loss[loss=0.09075, over 1464397.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06479, over 4772.58 utterances.], batch size: 70, lr: 2.53e-04 2022-11-24 10:40:18,741 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 10:40:38,915 INFO [train.py:847] (3/4) Epoch 22, validation: loss=0.04638, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 10:41:15,823 INFO [train.py:818] (3/4) Epoch 22, batch 6050, loss[loss=0.1104, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006794, over 22.00 utterances.], tot_loss[loss=0.09021, over 1465223.28 frames. utt_duration=1215 frames, utt_pad_proportion=0.07129, over 4828.55 utterances.], batch size: 22, lr: 2.53e-04 2022-11-24 10:41:52,586 INFO [train.py:818] (3/4) Epoch 22, batch 6100, loss[loss=0.08148, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004158, over 20.00 utterances.], tot_loss[loss=0.08999, over 1465805.40 frames. utt_duration=1230 frames, utt_pad_proportion=0.06601, over 4773.44 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:42:30,089 INFO [train.py:818] (3/4) Epoch 22, batch 6150, loss[loss=0.06542, over 7483.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.09092, over 1465472.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.06716, over 4785.53 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:43:07,058 INFO [train.py:818] (3/4) Epoch 22, batch 6200, loss[loss=0.1162, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01269, over 24.00 utterances.], tot_loss[loss=0.09231, over 1466582.97 frames. utt_duration=1197 frames, utt_pad_proportion=0.07545, over 4905.49 utterances.], batch size: 24, lr: 2.53e-04 2022-11-24 10:43:43,897 INFO [train.py:818] (3/4) Epoch 22, batch 6250, loss[loss=0.07218, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005824, over 20.00 utterances.], tot_loss[loss=0.09174, over 1466587.80 frames. utt_duration=1232 frames, utt_pad_proportion=0.06416, over 4768.60 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:44:21,410 INFO [train.py:818] (3/4) Epoch 22, batch 6300, loss[loss=0.09575, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0152, over 24.00 utterances.], tot_loss[loss=0.0923, over 1466063.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.05999, over 4723.41 utterances.], batch size: 24, lr: 2.53e-04 2022-11-24 10:44:57,519 INFO [train.py:818] (3/4) Epoch 22, batch 6350, loss[loss=0.109, over 7479.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02627, over 26.00 utterances.], tot_loss[loss=0.09189, over 1466295.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06206, over 4739.31 utterances.], batch size: 26, lr: 2.53e-04 2022-11-24 10:45:35,876 INFO [train.py:818] (3/4) Epoch 22, batch 6400, loss[loss=0.08427, over 7187.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.00546, over 20.00 utterances.], tot_loss[loss=0.09188, over 1466071.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.06012, over 4671.01 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:46:12,961 INFO [train.py:818] (3/4) Epoch 22, batch 6450, loss[loss=0.09474, over 7393.00 frames. utt_duration=955.7 frames, utt_pad_proportion=0.07303, over 31.00 utterances.], tot_loss[loss=0.09091, over 1466996.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.06001, over 4681.54 utterances.], batch size: 31, lr: 2.53e-04 2022-11-24 10:46:49,228 INFO [train.py:818] (3/4) Epoch 22, batch 6500, loss[loss=0.08364, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.0066, over 19.00 utterances.], tot_loss[loss=0.09179, over 1466797.09 frames. utt_duration=1231 frames, utt_pad_proportion=0.06705, over 4771.18 utterances.], batch size: 19, lr: 2.53e-04 2022-11-24 10:47:28,379 INFO [train.py:818] (3/4) Epoch 22, batch 6550, loss[loss=0.09135, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005882, over 21.00 utterances.], tot_loss[loss=0.09322, over 1467757.21 frames. utt_duration=1203 frames, utt_pad_proportion=0.07373, over 4887.08 utterances.], batch size: 21, lr: 2.53e-04 2022-11-24 10:48:04,904 INFO [train.py:818] (3/4) Epoch 22, batch 6600, loss[loss=0.07309, over 7408.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007358, over 22.00 utterances.], tot_loss[loss=0.09378, over 1467368.08 frames. utt_duration=1194 frames, utt_pad_proportion=0.07749, over 4922.24 utterances.], batch size: 22, lr: 2.53e-04 2022-11-24 10:48:42,107 INFO [train.py:818] (3/4) Epoch 22, batch 6650, loss[loss=0.1143, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.09291, over 1466673.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07087, over 4892.71 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:49:19,561 INFO [train.py:818] (3/4) Epoch 22, batch 6700, loss[loss=0.1379, over 7425.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.3643, over 73.00 utterances.], tot_loss[loss=0.09376, over 1467303.07 frames. utt_duration=1211 frames, utt_pad_proportion=0.07001, over 4854.02 utterances.], batch size: 73, lr: 2.53e-04 2022-11-24 10:49:55,945 INFO [train.py:818] (3/4) Epoch 22, batch 6750, loss[loss=0.1159, over 7228.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0199, over 25.00 utterances.], tot_loss[loss=0.09519, over 1467234.17 frames. utt_duration=1187 frames, utt_pad_proportion=0.07583, over 4951.41 utterances.], batch size: 25, lr: 2.53e-04 2022-11-24 10:50:33,674 INFO [train.py:818] (3/4) Epoch 22, batch 6800, loss[loss=0.08011, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005107, over 20.00 utterances.], tot_loss[loss=0.09459, over 1466240.12 frames. utt_duration=1186 frames, utt_pad_proportion=0.07821, over 4951.65 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:51:11,015 INFO [train.py:818] (3/4) Epoch 22, batch 6850, loss[loss=0.05973, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008703, over 17.00 utterances.], tot_loss[loss=0.09325, over 1465892.98 frames. utt_duration=1199 frames, utt_pad_proportion=0.07486, over 4894.76 utterances.], batch size: 17, lr: 2.53e-04 2022-11-24 10:51:47,320 INFO [train.py:818] (3/4) Epoch 22, batch 6900, loss[loss=0.09079, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005806, over 20.00 utterances.], tot_loss[loss=0.09276, over 1466419.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06816, over 4801.42 utterances.], batch size: 20, lr: 2.53e-04 2022-11-24 10:52:25,399 INFO [train.py:818] (3/4) Epoch 22, batch 6950, loss[loss=0.09211, over 7491.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01104, over 24.00 utterances.], tot_loss[loss=0.09167, over 1465524.70 frames. utt_duration=1210 frames, utt_pad_proportion=0.07019, over 4849.91 utterances.], batch size: 24, lr: 2.53e-04 2022-11-24 10:53:01,631 INFO [train.py:818] (3/4) Epoch 22, batch 7000, loss[loss=0.07375, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009149, over 17.00 utterances.], tot_loss[loss=0.09104, over 1465911.52 frames. utt_duration=1193 frames, utt_pad_proportion=0.07581, over 4922.93 utterances.], batch size: 17, lr: 2.53e-04 2022-11-24 10:53:38,853 INFO [train.py:818] (3/4) Epoch 22, batch 7050, loss[loss=0.07599, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006113, over 19.00 utterances.], tot_loss[loss=0.09092, over 1465058.04 frames. utt_duration=1194 frames, utt_pad_proportion=0.07441, over 4912.99 utterances.], batch size: 19, lr: 2.53e-04 2022-11-24 10:54:17,036 INFO [train.py:818] (3/4) Epoch 22, batch 7100, loss[loss=0.07235, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006613, over 21.00 utterances.], tot_loss[loss=0.08962, over 1464756.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07405, over 4871.67 utterances.], batch size: 21, lr: 2.52e-04 2022-11-24 10:54:53,624 INFO [train.py:818] (3/4) Epoch 22, batch 7150, loss[loss=0.05642, over 7468.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.006909, over 17.00 utterances.], tot_loss[loss=0.08959, over 1466322.07 frames. utt_duration=1196 frames, utt_pad_proportion=0.07321, over 4910.73 utterances.], batch size: 17, lr: 2.52e-04 2022-11-24 10:55:30,042 INFO [train.py:818] (3/4) Epoch 22, batch 7200, loss[loss=0.1313, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006125, over 22.00 utterances.], tot_loss[loss=0.08963, over 1465941.95 frames. utt_duration=1199 frames, utt_pad_proportion=0.07056, over 4896.10 utterances.], batch size: 22, lr: 2.52e-04 2022-11-24 10:56:08,822 INFO [train.py:818] (3/4) Epoch 22, batch 7250, loss[loss=0.0875, over 7444.00 frames. utt_duration=420.9 frames, utt_pad_proportion=0.3351, over 71.00 utterances.], tot_loss[loss=0.08851, over 1465465.96 frames. utt_duration=1225 frames, utt_pad_proportion=0.06862, over 4791.87 utterances.], batch size: 71, lr: 2.52e-04 2022-11-24 10:56:45,408 INFO [train.py:818] (3/4) Epoch 22, batch 7300, loss[loss=0.1017, over 7372.00 frames. utt_duration=952.7 frames, utt_pad_proportion=0.0678, over 31.00 utterances.], tot_loss[loss=0.08944, over 1465426.12 frames. utt_duration=1223 frames, utt_pad_proportion=0.06482, over 4797.68 utterances.], batch size: 31, lr: 2.52e-04 2022-11-24 10:57:22,982 INFO [train.py:818] (3/4) Epoch 22, batch 7350, loss[loss=0.1216, over 7417.00 frames. utt_duration=425.1 frames, utt_pad_proportion=0.3368, over 70.00 utterances.], tot_loss[loss=0.09056, over 1465933.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.06603, over 4849.32 utterances.], batch size: 70, lr: 2.52e-04 2022-11-24 10:58:00,576 INFO [train.py:818] (3/4) Epoch 22, batch 7400, loss[loss=0.1127, over 7340.00 frames. utt_duration=774 frames, utt_pad_proportion=0.1215, over 38.00 utterances.], tot_loss[loss=0.09039, over 1465935.74 frames. utt_duration=1212 frames, utt_pad_proportion=0.06276, over 4843.23 utterances.], batch size: 38, lr: 2.52e-04 2022-11-24 10:58:36,975 INFO [train.py:818] (3/4) Epoch 22, batch 7450, loss[loss=0.08801, over 7225.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01582, over 24.00 utterances.], tot_loss[loss=0.08999, over 1465206.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.05841, over 4802.03 utterances.], batch size: 24, lr: 2.52e-04 2022-11-24 10:59:14,917 INFO [train.py:818] (3/4) Epoch 22, batch 7500, loss[loss=0.1025, over 7432.00 frames. utt_duration=763.7 frames, utt_pad_proportion=0.1272, over 39.00 utterances.], tot_loss[loss=0.08961, over 1464842.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.05741, over 4763.59 utterances.], batch size: 39, lr: 2.52e-04 2022-11-24 10:59:50,811 INFO [train.py:818] (3/4) Epoch 22, batch 7550, loss[loss=0.1092, over 7308.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.05556, over 16.00 utterances.], tot_loss[loss=0.09058, over 1465467.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.05537, over 4716.66 utterances.], batch size: 16, lr: 2.52e-04 2022-11-24 11:00:27,619 INFO [train.py:818] (3/4) Epoch 22, batch 7600, loss[loss=0.07358, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00392, over 20.00 utterances.], tot_loss[loss=0.09077, over 1464565.64 frames. utt_duration=1239 frames, utt_pad_proportion=0.05616, over 4732.62 utterances.], batch size: 20, lr: 2.52e-04 2022-11-24 11:01:05,610 INFO [train.py:818] (3/4) Epoch 22, batch 7650, loss[loss=0.1338, over 7452.00 frames. utt_duration=746.5 frames, utt_pad_proportion=0.144, over 40.00 utterances.], tot_loss[loss=0.09159, over 1465921.98 frames. utt_duration=1221 frames, utt_pad_proportion=0.06223, over 4807.29 utterances.], batch size: 40, lr: 2.52e-04 2022-11-24 11:01:43,030 INFO [train.py:818] (3/4) Epoch 22, batch 7700, loss[loss=0.0644, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005174, over 19.00 utterances.], tot_loss[loss=0.0911, over 1465629.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06272, over 4762.00 utterances.], batch size: 19, lr: 2.52e-04 2022-11-24 11:02:21,561 INFO [train.py:818] (3/4) Epoch 22, batch 7750, loss[loss=0.07393, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005079, over 19.00 utterances.], tot_loss[loss=0.0908, over 1465384.43 frames. utt_duration=1201 frames, utt_pad_proportion=0.07456, over 4888.15 utterances.], batch size: 19, lr: 2.52e-04 2022-11-24 11:02:58,688 INFO [train.py:818] (3/4) Epoch 22, batch 7800, loss[loss=0.08862, over 7249.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.03902, over 27.00 utterances.], tot_loss[loss=0.08962, over 1466238.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.07181, over 4825.09 utterances.], batch size: 27, lr: 2.52e-04 2022-11-24 11:03:35,936 INFO [train.py:818] (3/4) Epoch 22, batch 7850, loss[loss=0.1143, over 7428.00 frames. utt_duration=959.9 frames, utt_pad_proportion=0.06983, over 31.00 utterances.], tot_loss[loss=0.08924, over 1466238.59 frames. utt_duration=1224 frames, utt_pad_proportion=0.06691, over 4798.87 utterances.], batch size: 31, lr: 2.52e-04 2022-11-24 11:04:15,299 INFO [train.py:818] (3/4) Epoch 22, batch 7900, loss[loss=0.1103, over 7401.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005404, over 19.00 utterances.], tot_loss[loss=0.08933, over 1467128.13 frames. utt_duration=1219 frames, utt_pad_proportion=0.06673, over 4820.20 utterances.], batch size: 19, lr: 2.52e-04 2022-11-24 11:04:51,857 INFO [train.py:818] (3/4) Epoch 22, batch 7950, loss[loss=0.1307, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007223, over 17.00 utterances.], tot_loss[loss=0.08881, over 1467539.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.06523, over 4793.41 utterances.], batch size: 17, lr: 2.52e-04 2022-11-24 11:05:28,044 INFO [train.py:818] (3/4) Epoch 22, batch 8000, loss[loss=0.06319, over 7178.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.007288, over 17.00 utterances.], tot_loss[loss=0.08839, over 1466444.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.05624, over 4694.09 utterances.], batch size: 17, lr: 2.52e-04 2022-11-24 11:06:07,612 INFO [train.py:818] (3/4) Epoch 22, batch 8050, loss[loss=0.08331, over 7142.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01004, over 17.00 utterances.], tot_loss[loss=0.08933, over 1466505.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06165, over 4743.50 utterances.], batch size: 17, lr: 2.52e-04 2022-11-24 11:06:43,514 INFO [train.py:818] (3/4) Epoch 22, batch 8100, loss[loss=0.08428, over 7389.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004976, over 20.00 utterances.], tot_loss[loss=0.09021, over 1466176.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06213, over 4750.58 utterances.], batch size: 20, lr: 2.52e-04 2022-11-24 11:07:20,472 INFO [train.py:818] (3/4) Epoch 22, batch 8150, loss[loss=0.07394, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005967, over 19.00 utterances.], tot_loss[loss=0.08984, over 1465466.01 frames. utt_duration=1236 frames, utt_pad_proportion=0.05911, over 4749.27 utterances.], batch size: 19, lr: 2.52e-04 2022-11-24 11:07:58,600 INFO [train.py:818] (3/4) Epoch 22, batch 8200, loss[loss=0.0966, over 7246.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.0376, over 27.00 utterances.], tot_loss[loss=0.09086, over 1466154.72 frames. utt_duration=1209 frames, utt_pad_proportion=0.06761, over 4855.72 utterances.], batch size: 27, lr: 2.52e-04 2022-11-24 11:08:35,694 INFO [train.py:818] (3/4) Epoch 22, batch 8250, loss[loss=0.0718, over 7330.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.005928, over 18.00 utterances.], tot_loss[loss=0.08991, over 1466183.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.06301, over 4801.89 utterances.], batch size: 18, lr: 2.52e-04 2022-11-24 11:09:12,325 INFO [train.py:818] (3/4) Epoch 22, batch 8300, loss[loss=0.08096, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006102, over 21.00 utterances.], tot_loss[loss=0.08991, over 1466714.25 frames. utt_duration=1216 frames, utt_pad_proportion=0.06628, over 4829.37 utterances.], batch size: 21, lr: 2.52e-04 2022-11-24 11:09:50,015 INFO [train.py:818] (3/4) Epoch 22, batch 8350, loss[loss=0.08668, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 21.00 utterances.], tot_loss[loss=0.08954, over 1466416.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.05917, over 4767.64 utterances.], batch size: 21, lr: 2.52e-04 2022-11-24 11:10:26,194 INFO [train.py:818] (3/4) Epoch 22, batch 8400, loss[loss=0.07088, over 7158.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008616, over 17.00 utterances.], tot_loss[loss=0.09096, over 1466412.89 frames. utt_duration=1225 frames, utt_pad_proportion=0.06179, over 4794.22 utterances.], batch size: 17, lr: 2.52e-04 2022-11-24 11:11:04,791 INFO [train.py:818] (3/4) Epoch 22, batch 8450, loss[loss=0.06276, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004732, over 19.00 utterances.], tot_loss[loss=0.09013, over 1466086.79 frames. utt_duration=1221 frames, utt_pad_proportion=0.06186, over 4807.56 utterances.], batch size: 19, lr: 2.52e-04 2022-11-24 11:11:40,934 INFO [train.py:818] (3/4) Epoch 22, batch 8500, loss[loss=0.1263, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009208, over 22.00 utterances.], tot_loss[loss=0.08954, over 1465603.79 frames. utt_duration=1203 frames, utt_pad_proportion=0.066, over 4877.59 utterances.], batch size: 22, lr: 2.52e-04 2022-11-24 11:12:17,212 INFO [train.py:818] (3/4) Epoch 22, batch 8550, loss[loss=0.07845, over 7352.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02869, over 27.00 utterances.], tot_loss[loss=0.08933, over 1465444.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06174, over 4806.63 utterances.], batch size: 27, lr: 2.52e-04 2022-11-24 11:12:55,771 INFO [train.py:818] (3/4) Epoch 22, batch 8600, loss[loss=0.09757, over 7234.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04008, over 27.00 utterances.], tot_loss[loss=0.08914, over 1464297.26 frames. utt_duration=1214 frames, utt_pad_proportion=0.06124, over 4832.32 utterances.], batch size: 27, lr: 2.52e-04 2022-11-24 11:13:32,233 INFO [train.py:818] (3/4) Epoch 22, batch 8650, loss[loss=0.07368, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.004661, over 18.00 utterances.], tot_loss[loss=0.08975, over 1464600.99 frames. utt_duration=1212 frames, utt_pad_proportion=0.06409, over 4840.26 utterances.], batch size: 18, lr: 2.51e-04 2022-11-24 11:14:08,305 INFO [train.py:818] (3/4) Epoch 22, batch 8700, loss[loss=0.08849, over 7217.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01617, over 24.00 utterances.], tot_loss[loss=0.08993, over 1464442.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.05916, over 4752.18 utterances.], batch size: 24, lr: 2.51e-04 2022-11-24 11:14:44,960 INFO [train.py:818] (3/4) Epoch 22, batch 8750, loss[loss=0.09908, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01321, over 24.00 utterances.], tot_loss[loss=0.09176, over 1465636.73 frames. utt_duration=1196 frames, utt_pad_proportion=0.0704, over 4907.91 utterances.], batch size: 24, lr: 2.51e-04 2022-11-24 11:15:21,075 INFO [train.py:818] (3/4) Epoch 22, batch 8800, loss[loss=0.1078, over 7262.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03928, over 27.00 utterances.], tot_loss[loss=0.09223, over 1465762.82 frames. utt_duration=1202 frames, utt_pad_proportion=0.06667, over 4882.51 utterances.], batch size: 27, lr: 2.51e-04 2022-11-24 11:15:57,039 INFO [train.py:818] (3/4) Epoch 22, batch 8850, loss[loss=0.07189, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006233, over 20.00 utterances.], tot_loss[loss=0.09137, over 1466387.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.06038, over 4845.87 utterances.], batch size: 20, lr: 2.51e-04 2022-11-24 11:16:59,659 INFO [train.py:818] (3/4) Epoch 23, batch 0, loss[loss=0.09009, over 7436.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.3011, over 67.00 utterances.], tot_loss[loss=0.09009, over 7436.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.3011, over 67.00 utterances.], batch size: 67, lr: 2.46e-04 2022-11-24 11:17:35,681 INFO [train.py:818] (3/4) Epoch 23, batch 50, loss[loss=0.07964, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.07495, over 330632.61 frames. utt_duration=1360 frames, utt_pad_proportion=0.0306, over 973.60 utterances.], batch size: 21, lr: 2.46e-04 2022-11-24 11:18:13,116 INFO [train.py:818] (3/4) Epoch 23, batch 100, loss[loss=0.08441, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006026, over 19.00 utterances.], tot_loss[loss=0.07391, over 582428.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.06003, over 1863.92 utterances.], batch size: 19, lr: 2.46e-04 2022-11-24 11:18:49,835 INFO [train.py:818] (3/4) Epoch 23, batch 150, loss[loss=0.05633, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006652, over 18.00 utterances.], tot_loss[loss=0.07402, over 777873.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.05742, over 2470.32 utterances.], batch size: 18, lr: 2.46e-04 2022-11-24 11:19:25,946 INFO [train.py:818] (3/4) Epoch 23, batch 200, loss[loss=0.06017, over 7433.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009026, over 18.00 utterances.], tot_loss[loss=0.07473, over 929357.37 frames. utt_duration=1248 frames, utt_pad_proportion=0.05712, over 2981.35 utterances.], batch size: 18, lr: 2.46e-04 2022-11-24 11:20:03,078 INFO [train.py:818] (3/4) Epoch 23, batch 250, loss[loss=0.06755, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.01895, over 26.00 utterances.], tot_loss[loss=0.07466, over 1047496.35 frames. utt_duration=1279 frames, utt_pad_proportion=0.04574, over 3279.26 utterances.], batch size: 26, lr: 2.46e-04 2022-11-24 11:20:38,976 INFO [train.py:818] (3/4) Epoch 23, batch 300, loss[loss=0.1152, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006217, over 22.00 utterances.], tot_loss[loss=0.07501, over 1139444.35 frames. utt_duration=1305 frames, utt_pad_proportion=0.03812, over 3496.51 utterances.], batch size: 22, lr: 2.46e-04 2022-11-24 11:21:14,350 INFO [train.py:818] (3/4) Epoch 23, batch 350, loss[loss=0.06761, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006148, over 21.00 utterances.], tot_loss[loss=0.07403, over 1212093.28 frames. utt_duration=1320 frames, utt_pad_proportion=0.03435, over 3677.48 utterances.], batch size: 21, lr: 2.46e-04 2022-11-24 11:21:53,122 INFO [train.py:818] (3/4) Epoch 23, batch 400, loss[loss=0.06975, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006906, over 21.00 utterances.], tot_loss[loss=0.07493, over 1268540.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06553, over 4154.06 utterances.], batch size: 21, lr: 2.46e-04 2022-11-24 11:22:30,526 INFO [train.py:818] (3/4) Epoch 23, batch 450, loss[loss=0.0718, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006838, over 19.00 utterances.], tot_loss[loss=0.07445, over 1312389.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.05864, over 4229.91 utterances.], batch size: 19, lr: 2.46e-04 2022-11-24 11:23:06,680 INFO [train.py:818] (3/4) Epoch 23, batch 500, loss[loss=0.07105, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006519, over 19.00 utterances.], tot_loss[loss=0.07397, over 1346166.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05648, over 4254.08 utterances.], batch size: 19, lr: 2.46e-04 2022-11-24 11:23:45,227 INFO [train.py:818] (3/4) Epoch 23, batch 550, loss[loss=0.08977, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006017, over 21.00 utterances.], tot_loss[loss=0.07306, over 1371336.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.06013, over 4360.52 utterances.], batch size: 21, lr: 2.46e-04 2022-11-24 11:24:20,954 INFO [train.py:818] (3/4) Epoch 23, batch 600, loss[loss=0.03725, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006001, over 19.00 utterances.], tot_loss[loss=0.07224, over 1392098.26 frames. utt_duration=1254 frames, utt_pad_proportion=0.05972, over 4444.90 utterances.], batch size: 19, lr: 2.46e-04 2022-11-24 11:24:56,303 INFO [train.py:818] (3/4) Epoch 23, batch 650, loss[loss=0.04793, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005491, over 19.00 utterances.], tot_loss[loss=0.0728, over 1408159.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05599, over 4454.10 utterances.], batch size: 19, lr: 2.46e-04 2022-11-24 11:25:34,830 INFO [train.py:818] (3/4) Epoch 23, batch 700, loss[loss=0.1054, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008493, over 18.00 utterances.], tot_loss[loss=0.07386, over 1420680.54 frames. utt_duration=1246 frames, utt_pad_proportion=0.06435, over 4565.21 utterances.], batch size: 18, lr: 2.46e-04 2022-11-24 11:26:10,708 INFO [train.py:818] (3/4) Epoch 23, batch 750, loss[loss=0.07973, over 7206.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02517, over 25.00 utterances.], tot_loss[loss=0.07359, over 1430499.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06377, over 4641.81 utterances.], batch size: 25, lr: 2.45e-04 2022-11-24 11:26:46,332 INFO [train.py:818] (3/4) Epoch 23, batch 800, loss[loss=0.08332, over 7445.00 frames. utt_duration=765 frames, utt_pad_proportion=0.1277, over 39.00 utterances.], tot_loss[loss=0.07278, over 1438074.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.0585, over 4599.92 utterances.], batch size: 39, lr: 2.45e-04 2022-11-24 11:27:23,770 INFO [train.py:818] (3/4) Epoch 23, batch 850, loss[loss=0.05433, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.0108, over 17.00 utterances.], tot_loss[loss=0.07307, over 1443422.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05241, over 4534.29 utterances.], batch size: 17, lr: 2.45e-04 2022-11-24 11:27:58,758 INFO [train.py:818] (3/4) Epoch 23, batch 900, loss[loss=0.07516, over 7451.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006757, over 18.00 utterances.], tot_loss[loss=0.07223, over 1448832.94 frames. utt_duration=1290 frames, utt_pad_proportion=0.04897, over 4498.46 utterances.], batch size: 18, lr: 2.45e-04 2022-11-24 11:28:34,415 INFO [train.py:818] (3/4) Epoch 23, batch 950, loss[loss=0.08045, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006079, over 19.00 utterances.], tot_loss[loss=0.07278, over 1451423.12 frames. utt_duration=1299 frames, utt_pad_proportion=0.04555, over 4473.29 utterances.], batch size: 19, lr: 2.45e-04 2022-11-24 11:29:11,876 INFO [train.py:818] (3/4) Epoch 23, batch 1000, loss[loss=0.0858, over 7209.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.00517, over 19.00 utterances.], tot_loss[loss=0.07304, over 1454537.75 frames. utt_duration=1301 frames, utt_pad_proportion=0.04651, over 4476.04 utterances.], batch size: 19, lr: 2.45e-04 2022-11-24 11:29:47,458 INFO [train.py:818] (3/4) Epoch 23, batch 1050, loss[loss=0.07134, over 7459.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06599, over 31.00 utterances.], tot_loss[loss=0.073, over 1456442.95 frames. utt_duration=1292 frames, utt_pad_proportion=0.04923, over 4512.71 utterances.], batch size: 31, lr: 2.45e-04 2022-11-24 11:30:23,123 INFO [train.py:818] (3/4) Epoch 23, batch 1100, loss[loss=0.07951, over 7219.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0172, over 24.00 utterances.], tot_loss[loss=0.07327, over 1458134.93 frames. utt_duration=1278 frames, utt_pad_proportion=0.05263, over 4568.05 utterances.], batch size: 24, lr: 2.45e-04 2022-11-24 11:31:00,671 INFO [train.py:818] (3/4) Epoch 23, batch 1150, loss[loss=0.0893, over 7205.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02342, over 25.00 utterances.], tot_loss[loss=0.07465, over 1459449.68 frames. utt_duration=1284 frames, utt_pad_proportion=0.05239, over 4550.71 utterances.], batch size: 25, lr: 2.45e-04 2022-11-24 11:31:37,074 INFO [train.py:818] (3/4) Epoch 23, batch 1200, loss[loss=0.08511, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009759, over 23.00 utterances.], tot_loss[loss=0.07557, over 1460605.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05438, over 4571.43 utterances.], batch size: 23, lr: 2.45e-04 2022-11-24 11:32:13,906 INFO [train.py:818] (3/4) Epoch 23, batch 1250, loss[loss=0.06461, over 7210.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.02955, over 16.00 utterances.], tot_loss[loss=0.0746, over 1461536.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.05204, over 4544.50 utterances.], batch size: 16, lr: 2.45e-04 2022-11-24 11:32:49,890 INFO [train.py:818] (3/4) Epoch 23, batch 1300, loss[loss=0.06842, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.07493, over 1462802.46 frames. utt_duration=1302 frames, utt_pad_proportion=0.04516, over 4500.03 utterances.], batch size: 20, lr: 2.45e-04 2022-11-24 11:33:25,809 INFO [train.py:818] (3/4) Epoch 23, batch 1350, loss[loss=0.07627, over 7222.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01592, over 24.00 utterances.], tot_loss[loss=0.07585, over 1464166.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05662, over 4638.77 utterances.], batch size: 24, lr: 2.45e-04 2022-11-24 11:34:02,838 INFO [train.py:818] (3/4) Epoch 23, batch 1400, loss[loss=0.07587, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.00686, over 17.00 utterances.], tot_loss[loss=0.07588, over 1464885.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05803, over 4651.53 utterances.], batch size: 17, lr: 2.45e-04 2022-11-24 11:34:39,192 INFO [train.py:818] (3/4) Epoch 23, batch 1450, loss[loss=0.06498, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007536, over 22.00 utterances.], tot_loss[loss=0.07592, over 1465387.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05342, over 4596.35 utterances.], batch size: 22, lr: 2.45e-04 2022-11-24 11:35:14,961 INFO [train.py:818] (3/4) Epoch 23, batch 1500, loss[loss=0.06175, over 7268.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03483, over 16.00 utterances.], tot_loss[loss=0.07543, over 1465829.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05215, over 4606.46 utterances.], batch size: 16, lr: 2.45e-04 2022-11-24 11:35:52,698 INFO [train.py:818] (3/4) Epoch 23, batch 1550, loss[loss=0.06961, over 7324.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007279, over 18.00 utterances.], tot_loss[loss=0.0751, over 1464974.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.0482, over 4560.26 utterances.], batch size: 18, lr: 2.45e-04 2022-11-24 11:36:29,455 INFO [train.py:818] (3/4) Epoch 23, batch 1600, loss[loss=0.05732, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005548, over 20.00 utterances.], tot_loss[loss=0.0769, over 1465747.59 frames. utt_duration=1283 frames, utt_pad_proportion=0.05041, over 4576.17 utterances.], batch size: 20, lr: 2.45e-04 2022-11-24 11:37:04,563 INFO [train.py:818] (3/4) Epoch 23, batch 1650, loss[loss=0.09612, over 7228.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02206, over 25.00 utterances.], tot_loss[loss=0.07565, over 1465314.31 frames. utt_duration=1307 frames, utt_pad_proportion=0.04284, over 4490.09 utterances.], batch size: 25, lr: 2.45e-04 2022-11-24 11:37:41,456 INFO [train.py:818] (3/4) Epoch 23, batch 1700, loss[loss=0.07124, over 7464.00 frames. utt_duration=1494 frames, utt_pad_proportion=0.008394, over 20.00 utterances.], tot_loss[loss=0.07539, over 1464972.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.04898, over 4553.09 utterances.], batch size: 20, lr: 2.45e-04 2022-11-24 11:38:18,748 INFO [train.py:818] (3/4) Epoch 23, batch 1750, loss[loss=0.108, over 7231.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02076, over 25.00 utterances.], tot_loss[loss=0.07465, over 1464006.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05703, over 4620.91 utterances.], batch size: 25, lr: 2.45e-04 2022-11-24 11:38:54,206 INFO [train.py:818] (3/4) Epoch 23, batch 1800, loss[loss=0.1097, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009937, over 23.00 utterances.], tot_loss[loss=0.0747, over 1464425.43 frames. utt_duration=1280 frames, utt_pad_proportion=0.05189, over 4581.03 utterances.], batch size: 23, lr: 2.45e-04 2022-11-24 11:39:33,152 INFO [train.py:818] (3/4) Epoch 23, batch 1850, loss[loss=0.08636, over 7255.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04077, over 27.00 utterances.], tot_loss[loss=0.0755, over 1464778.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.06149, over 4718.39 utterances.], batch size: 27, lr: 2.45e-04 2022-11-24 11:40:09,109 INFO [train.py:818] (3/4) Epoch 23, batch 1900, loss[loss=0.05795, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006342, over 19.00 utterances.], tot_loss[loss=0.07572, over 1465163.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.06394, over 4755.07 utterances.], batch size: 19, lr: 2.45e-04 2022-11-24 11:40:45,144 INFO [train.py:818] (3/4) Epoch 23, batch 1950, loss[loss=0.09039, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01533, over 24.00 utterances.], tot_loss[loss=0.07472, over 1464549.98 frames. utt_duration=1250 frames, utt_pad_proportion=0.05948, over 4692.50 utterances.], batch size: 24, lr: 2.45e-04 2022-11-24 11:41:23,058 INFO [train.py:818] (3/4) Epoch 23, batch 2000, loss[loss=0.07431, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005932, over 19.00 utterances.], tot_loss[loss=0.07428, over 1465214.72 frames. utt_duration=1240 frames, utt_pad_proportion=0.06056, over 4730.82 utterances.], batch size: 19, lr: 2.45e-04 2022-11-24 11:41:59,674 INFO [train.py:818] (3/4) Epoch 23, batch 2050, loss[loss=0.06944, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005556, over 21.00 utterances.], tot_loss[loss=0.07517, over 1464530.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05639, over 4668.61 utterances.], batch size: 21, lr: 2.45e-04 2022-11-24 11:42:36,348 INFO [train.py:818] (3/4) Epoch 23, batch 2100, loss[loss=0.05397, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007133, over 20.00 utterances.], tot_loss[loss=0.07531, over 1464339.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05617, over 4690.36 utterances.], batch size: 20, lr: 2.45e-04 2022-11-24 11:43:14,801 INFO [train.py:818] (3/4) Epoch 23, batch 2150, loss[loss=0.09046, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004828, over 20.00 utterances.], tot_loss[loss=0.07443, over 1464710.76 frames. utt_duration=1255 frames, utt_pad_proportion=0.05682, over 4673.81 utterances.], batch size: 20, lr: 2.45e-04 2022-11-24 11:43:50,461 INFO [train.py:818] (3/4) Epoch 23, batch 2200, loss[loss=0.09223, over 7388.00 frames. utt_duration=759.3 frames, utt_pad_proportion=0.1273, over 39.00 utterances.], tot_loss[loss=0.07457, over 1464196.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05205, over 4619.94 utterances.], batch size: 39, lr: 2.45e-04 2022-11-24 11:44:27,802 INFO [train.py:818] (3/4) Epoch 23, batch 2250, loss[loss=0.06093, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005683, over 21.00 utterances.], tot_loss[loss=0.07304, over 1464333.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.04718, over 4560.68 utterances.], batch size: 21, lr: 2.45e-04 2022-11-24 11:45:03,868 INFO [train.py:818] (3/4) Epoch 23, batch 2300, loss[loss=0.08994, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0234, over 25.00 utterances.], tot_loss[loss=0.07431, over 1463903.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.04391, over 4518.06 utterances.], batch size: 25, lr: 2.45e-04 2022-11-24 11:45:39,868 INFO [train.py:818] (3/4) Epoch 23, batch 2350, loss[loss=0.08012, over 7396.00 frames. utt_duration=760.1 frames, utt_pad_proportion=0.1343, over 39.00 utterances.], tot_loss[loss=0.07544, over 1464478.86 frames. utt_duration=1263 frames, utt_pad_proportion=0.05081, over 4642.76 utterances.], batch size: 39, lr: 2.44e-04 2022-11-24 11:46:16,546 INFO [train.py:818] (3/4) Epoch 23, batch 2400, loss[loss=0.1098, over 7482.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01145, over 24.00 utterances.], tot_loss[loss=0.07624, over 1465489.55 frames. utt_duration=1266 frames, utt_pad_proportion=0.04781, over 4636.25 utterances.], batch size: 24, lr: 2.44e-04 2022-11-24 11:46:53,141 INFO [train.py:818] (3/4) Epoch 23, batch 2450, loss[loss=0.1264, over 7333.00 frames. utt_duration=409 frames, utt_pad_proportion=0.357, over 72.00 utterances.], tot_loss[loss=0.07756, over 1465117.15 frames. utt_duration=1231 frames, utt_pad_proportion=0.05915, over 4764.60 utterances.], batch size: 72, lr: 2.44e-04 2022-11-24 11:47:28,806 INFO [train.py:818] (3/4) Epoch 23, batch 2500, loss[loss=0.05909, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.02609, over 27.00 utterances.], tot_loss[loss=0.07632, over 1464302.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.05523, over 4714.62 utterances.], batch size: 27, lr: 2.44e-04 2022-11-24 11:48:06,995 INFO [train.py:818] (3/4) Epoch 23, batch 2550, loss[loss=0.07078, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004852, over 21.00 utterances.], tot_loss[loss=0.07629, over 1464782.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.05248, over 4687.52 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:48:43,350 INFO [train.py:818] (3/4) Epoch 23, batch 2600, loss[loss=0.05167, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01009, over 18.00 utterances.], tot_loss[loss=0.07549, over 1463325.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.04963, over 4613.37 utterances.], batch size: 18, lr: 2.44e-04 2022-11-24 11:49:19,333 INFO [train.py:818] (3/4) Epoch 23, batch 2650, loss[loss=0.04483, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00981, over 17.00 utterances.], tot_loss[loss=0.07578, over 1464526.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05008, over 4613.86 utterances.], batch size: 17, lr: 2.44e-04 2022-11-24 11:49:57,211 INFO [train.py:818] (3/4) Epoch 23, batch 2700, loss[loss=0.08118, over 7272.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03928, over 27.00 utterances.], tot_loss[loss=0.07602, over 1463705.73 frames. utt_duration=1260 frames, utt_pad_proportion=0.05176, over 4652.82 utterances.], batch size: 27, lr: 2.44e-04 2022-11-24 11:50:34,171 INFO [train.py:818] (3/4) Epoch 23, batch 2750, loss[loss=0.1248, over 7397.00 frames. utt_duration=424 frames, utt_pad_proportion=0.3395, over 70.00 utterances.], tot_loss[loss=0.07527, over 1465088.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.05917, over 4726.29 utterances.], batch size: 70, lr: 2.44e-04 2022-11-24 11:51:10,776 INFO [train.py:818] (3/4) Epoch 23, batch 2800, loss[loss=0.09102, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008628, over 22.00 utterances.], tot_loss[loss=0.07523, over 1464034.80 frames. utt_duration=1253 frames, utt_pad_proportion=0.05742, over 4678.78 utterances.], batch size: 22, lr: 2.44e-04 2022-11-24 11:51:47,876 INFO [train.py:818] (3/4) Epoch 23, batch 2850, loss[loss=0.08951, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005952, over 21.00 utterances.], tot_loss[loss=0.07441, over 1464059.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05738, over 4658.98 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:52:22,950 INFO [train.py:818] (3/4) Epoch 23, batch 2900, loss[loss=0.05783, over 7476.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004985, over 21.00 utterances.], tot_loss[loss=0.07513, over 1465114.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.05216, over 4666.82 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:53:00,268 INFO [train.py:818] (3/4) Epoch 23, batch 2950, loss[loss=0.05057, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.07446, over 1465564.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05161, over 4666.56 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:53:35,781 INFO [train.py:818] (3/4) Epoch 23, batch 3000, loss[loss=0.06333, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03588, over 27.00 utterances.], tot_loss[loss=0.07304, over 1465603.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04354, over 4529.64 utterances.], batch size: 27, lr: 2.44e-04 2022-11-24 11:53:35,781 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 11:53:55,913 INFO [train.py:847] (3/4) Epoch 23, validation: loss=0.04921, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 11:54:34,454 INFO [train.py:818] (3/4) Epoch 23, batch 3050, loss[loss=0.09538, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006927, over 18.00 utterances.], tot_loss[loss=0.07268, over 1465402.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05064, over 4608.99 utterances.], batch size: 18, lr: 2.44e-04 2022-11-24 11:55:10,325 INFO [train.py:818] (3/4) Epoch 23, batch 3100, loss[loss=0.0704, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006442, over 21.00 utterances.], tot_loss[loss=0.0723, over 1464527.83 frames. utt_duration=1286 frames, utt_pad_proportion=0.04788, over 4561.72 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:55:46,761 INFO [train.py:818] (3/4) Epoch 23, batch 3150, loss[loss=0.06743, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.0718, over 1464237.20 frames. utt_duration=1294 frames, utt_pad_proportion=0.04601, over 4531.73 utterances.], batch size: 20, lr: 2.44e-04 2022-11-24 11:56:24,795 INFO [train.py:818] (3/4) Epoch 23, batch 3200, loss[loss=0.07361, over 7365.00 frames. utt_duration=776.6 frames, utt_pad_proportion=0.1144, over 38.00 utterances.], tot_loss[loss=0.07245, over 1464370.17 frames. utt_duration=1315 frames, utt_pad_proportion=0.04097, over 4458.79 utterances.], batch size: 38, lr: 2.44e-04 2022-11-24 11:57:01,475 INFO [train.py:818] (3/4) Epoch 23, batch 3250, loss[loss=0.09938, over 7263.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03971, over 27.00 utterances.], tot_loss[loss=0.07333, over 1464654.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.04307, over 4504.35 utterances.], batch size: 27, lr: 2.44e-04 2022-11-24 11:57:37,013 INFO [train.py:818] (3/4) Epoch 23, batch 3300, loss[loss=0.05832, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01422, over 24.00 utterances.], tot_loss[loss=0.07429, over 1464611.16 frames. utt_duration=1266 frames, utt_pad_proportion=0.05414, over 4631.61 utterances.], batch size: 24, lr: 2.44e-04 2022-11-24 11:58:14,748 INFO [train.py:818] (3/4) Epoch 23, batch 3350, loss[loss=0.0683, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007562, over 21.00 utterances.], tot_loss[loss=0.07388, over 1464213.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05704, over 4655.58 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 11:58:50,742 INFO [train.py:818] (3/4) Epoch 23, batch 3400, loss[loss=0.0686, over 7205.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01985, over 24.00 utterances.], tot_loss[loss=0.0743, over 1463982.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06028, over 4713.25 utterances.], batch size: 24, lr: 2.44e-04 2022-11-24 11:59:26,770 INFO [train.py:818] (3/4) Epoch 23, batch 3450, loss[loss=0.08482, over 7236.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01422, over 24.00 utterances.], tot_loss[loss=0.07476, over 1465398.64 frames. utt_duration=1243 frames, utt_pad_proportion=0.06043, over 4719.67 utterances.], batch size: 24, lr: 2.44e-04 2022-11-24 12:00:04,673 INFO [train.py:818] (3/4) Epoch 23, batch 3500, loss[loss=0.05956, over 7317.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00695, over 17.00 utterances.], tot_loss[loss=0.07399, over 1464901.90 frames. utt_duration=1273 frames, utt_pad_proportion=0.05274, over 4608.82 utterances.], batch size: 17, lr: 2.44e-04 2022-11-24 12:00:40,926 INFO [train.py:818] (3/4) Epoch 23, batch 3550, loss[loss=0.04872, over 7495.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004579, over 20.00 utterances.], tot_loss[loss=0.07257, over 1464877.92 frames. utt_duration=1260 frames, utt_pad_proportion=0.05645, over 4654.26 utterances.], batch size: 20, lr: 2.44e-04 2022-11-24 12:01:16,737 INFO [train.py:818] (3/4) Epoch 23, batch 3600, loss[loss=0.1055, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005698, over 21.00 utterances.], tot_loss[loss=0.07295, over 1464207.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.05732, over 4625.45 utterances.], batch size: 21, lr: 2.44e-04 2022-11-24 12:01:54,756 INFO [train.py:818] (3/4) Epoch 23, batch 3650, loss[loss=0.09686, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005245, over 20.00 utterances.], tot_loss[loss=0.07262, over 1464103.83 frames. utt_duration=1295 frames, utt_pad_proportion=0.04893, over 4529.09 utterances.], batch size: 20, lr: 2.44e-04 2022-11-24 12:02:30,862 INFO [train.py:818] (3/4) Epoch 23, batch 3700, loss[loss=0.07179, over 7246.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02393, over 16.00 utterances.], tot_loss[loss=0.07225, over 1464997.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.04887, over 4547.04 utterances.], batch size: 16, lr: 2.44e-04 2022-11-24 12:03:06,819 INFO [train.py:818] (3/4) Epoch 23, batch 3750, loss[loss=0.05859, over 7195.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006449, over 18.00 utterances.], tot_loss[loss=0.0722, over 1464878.08 frames. utt_duration=1313 frames, utt_pad_proportion=0.042, over 4467.87 utterances.], batch size: 18, lr: 2.44e-04 2022-11-24 12:03:44,693 INFO [train.py:818] (3/4) Epoch 23, batch 3800, loss[loss=0.09321, over 7410.00 frames. utt_duration=437.3 frames, utt_pad_proportion=0.3135, over 68.00 utterances.], tot_loss[loss=0.07254, over 1465021.42 frames. utt_duration=1298 frames, utt_pad_proportion=0.04676, over 4520.70 utterances.], batch size: 68, lr: 2.44e-04 2022-11-24 12:04:19,768 INFO [train.py:818] (3/4) Epoch 23, batch 3850, loss[loss=0.0795, over 7344.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009329, over 23.00 utterances.], tot_loss[loss=0.07232, over 1464734.90 frames. utt_duration=1304 frames, utt_pad_proportion=0.04174, over 4497.47 utterances.], batch size: 23, lr: 2.44e-04 2022-11-24 12:04:55,955 INFO [train.py:818] (3/4) Epoch 23, batch 3900, loss[loss=0.04787, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00868, over 17.00 utterances.], tot_loss[loss=0.07188, over 1465481.41 frames. utt_duration=1298 frames, utt_pad_proportion=0.04352, over 4522.85 utterances.], batch size: 17, lr: 2.44e-04 2022-11-24 12:05:33,389 INFO [train.py:818] (3/4) Epoch 23, batch 3950, loss[loss=0.1155, over 7181.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006839, over 17.00 utterances.], tot_loss[loss=0.07194, over 1465741.36 frames. utt_duration=1277 frames, utt_pad_proportion=0.05041, over 4596.88 utterances.], batch size: 17, lr: 2.44e-04 2022-11-24 12:06:09,213 INFO [train.py:818] (3/4) Epoch 23, batch 4000, loss[loss=0.06839, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01641, over 25.00 utterances.], tot_loss[loss=0.07279, over 1466609.40 frames. utt_duration=1272 frames, utt_pad_proportion=0.05188, over 4618.89 utterances.], batch size: 25, lr: 2.43e-04 2022-11-24 12:06:46,014 INFO [train.py:818] (3/4) Epoch 23, batch 4050, loss[loss=0.09191, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.07301, over 1467388.76 frames. utt_duration=1269 frames, utt_pad_proportion=0.05016, over 4631.19 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:07:22,773 INFO [train.py:818] (3/4) Epoch 23, batch 4100, loss[loss=0.0828, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008316, over 17.00 utterances.], tot_loss[loss=0.07606, over 1466448.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.05942, over 4710.67 utterances.], batch size: 17, lr: 2.43e-04 2022-11-24 12:07:58,738 INFO [train.py:818] (3/4) Epoch 23, batch 4150, loss[loss=0.07019, over 7464.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005786, over 21.00 utterances.], tot_loss[loss=0.07531, over 1465871.85 frames. utt_duration=1277 frames, utt_pad_proportion=0.05066, over 4597.15 utterances.], batch size: 21, lr: 2.43e-04 2022-11-24 12:08:35,599 INFO [train.py:818] (3/4) Epoch 23, batch 4200, loss[loss=0.1103, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006138, over 20.00 utterances.], tot_loss[loss=0.07678, over 1466555.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.0527, over 4659.34 utterances.], batch size: 20, lr: 2.43e-04 2022-11-24 12:09:12,360 INFO [train.py:818] (3/4) Epoch 23, batch 4250, loss[loss=0.1251, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01699, over 24.00 utterances.], tot_loss[loss=0.07798, over 1465399.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.05854, over 4670.36 utterances.], batch size: 24, lr: 2.43e-04 2022-11-24 12:09:48,310 INFO [train.py:818] (3/4) Epoch 23, batch 4300, loss[loss=0.09971, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006238, over 18.00 utterances.], tot_loss[loss=0.08044, over 1465547.68 frames. utt_duration=1217 frames, utt_pad_proportion=0.06913, over 4822.83 utterances.], batch size: 18, lr: 2.43e-04 2022-11-24 12:10:36,606 INFO [train.py:818] (3/4) Epoch 23, batch 4350, loss[loss=0.07963, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004828, over 20.00 utterances.], tot_loss[loss=0.08251, over 1465202.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06482, over 4774.49 utterances.], batch size: 20, lr: 2.43e-04 2022-11-24 12:11:12,554 INFO [train.py:818] (3/4) Epoch 23, batch 4400, loss[loss=0.1099, over 7211.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004756, over 19.00 utterances.], tot_loss[loss=0.08375, over 1465293.25 frames. utt_duration=1220 frames, utt_pad_proportion=0.06581, over 4809.57 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:11:48,594 INFO [train.py:818] (3/4) Epoch 23, batch 4450, loss[loss=0.09131, over 7370.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02675, over 27.00 utterances.], tot_loss[loss=0.08446, over 1464470.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06052, over 4744.58 utterances.], batch size: 27, lr: 2.43e-04 2022-11-24 12:12:26,512 INFO [train.py:818] (3/4) Epoch 23, batch 4500, loss[loss=0.09097, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03309, over 27.00 utterances.], tot_loss[loss=0.08535, over 1465531.36 frames. utt_duration=1250 frames, utt_pad_proportion=0.05783, over 4696.62 utterances.], batch size: 27, lr: 2.43e-04 2022-11-24 12:13:02,224 INFO [train.py:818] (3/4) Epoch 23, batch 4550, loss[loss=0.1117, over 7402.00 frames. utt_duration=956.2 frames, utt_pad_proportion=0.07432, over 31.00 utterances.], tot_loss[loss=0.08627, over 1465699.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05007, over 4612.39 utterances.], batch size: 31, lr: 2.43e-04 2022-11-24 12:13:38,544 INFO [train.py:818] (3/4) Epoch 23, batch 4600, loss[loss=0.08097, over 7350.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007718, over 23.00 utterances.], tot_loss[loss=0.08716, over 1465887.74 frames. utt_duration=1250 frames, utt_pad_proportion=0.05764, over 4697.38 utterances.], batch size: 23, lr: 2.43e-04 2022-11-24 12:14:16,311 INFO [train.py:818] (3/4) Epoch 23, batch 4650, loss[loss=0.07053, over 7213.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004207, over 20.00 utterances.], tot_loss[loss=0.08875, over 1465113.29 frames. utt_duration=1229 frames, utt_pad_proportion=0.06676, over 4773.44 utterances.], batch size: 20, lr: 2.43e-04 2022-11-24 12:14:52,842 INFO [train.py:818] (3/4) Epoch 23, batch 4700, loss[loss=0.08265, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005011, over 21.00 utterances.], tot_loss[loss=0.08911, over 1464603.22 frames. utt_duration=1216 frames, utt_pad_proportion=0.07356, over 4822.83 utterances.], batch size: 21, lr: 2.43e-04 2022-11-24 12:15:28,965 INFO [train.py:818] (3/4) Epoch 23, batch 4750, loss[loss=0.1128, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0213, over 25.00 utterances.], tot_loss[loss=0.09046, over 1464864.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06441, over 4747.08 utterances.], batch size: 25, lr: 2.43e-04 2022-11-24 12:16:06,528 INFO [train.py:818] (3/4) Epoch 23, batch 4800, loss[loss=0.07685, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006393, over 22.00 utterances.], tot_loss[loss=0.09009, over 1464434.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05919, over 4664.84 utterances.], batch size: 22, lr: 2.43e-04 2022-11-24 12:16:44,200 INFO [train.py:818] (3/4) Epoch 23, batch 4850, loss[loss=0.08044, over 7472.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.05958, over 31.00 utterances.], tot_loss[loss=0.09058, over 1464578.14 frames. utt_duration=1210 frames, utt_pad_proportion=0.07098, over 4846.73 utterances.], batch size: 31, lr: 2.43e-04 2022-11-24 12:17:21,463 INFO [train.py:818] (3/4) Epoch 23, batch 4900, loss[loss=0.09135, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007224, over 20.00 utterances.], tot_loss[loss=0.08917, over 1464546.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.06106, over 4735.26 utterances.], batch size: 20, lr: 2.43e-04 2022-11-24 12:17:58,903 INFO [train.py:818] (3/4) Epoch 23, batch 4950, loss[loss=0.1048, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.004909, over 19.00 utterances.], tot_loss[loss=0.089, over 1464319.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.05835, over 4700.72 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:18:34,791 INFO [train.py:818] (3/4) Epoch 23, batch 5000, loss[loss=0.09372, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01376, over 24.00 utterances.], tot_loss[loss=0.08936, over 1464793.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05534, over 4646.71 utterances.], batch size: 24, lr: 2.43e-04 2022-11-24 12:19:12,599 INFO [train.py:818] (3/4) Epoch 23, batch 5050, loss[loss=0.08148, over 7282.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.02387, over 16.00 utterances.], tot_loss[loss=0.08958, over 1464462.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.05521, over 4685.57 utterances.], batch size: 16, lr: 2.43e-04 2022-11-24 12:19:47,792 INFO [train.py:818] (3/4) Epoch 23, batch 5100, loss[loss=0.08212, over 7304.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005035, over 19.00 utterances.], tot_loss[loss=0.08932, over 1464996.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05191, over 4628.53 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:20:23,652 INFO [train.py:818] (3/4) Epoch 23, batch 5150, loss[loss=0.1124, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00879, over 23.00 utterances.], tot_loss[loss=0.09132, over 1464495.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06418, over 4776.42 utterances.], batch size: 23, lr: 2.43e-04 2022-11-24 12:21:02,409 INFO [train.py:818] (3/4) Epoch 23, batch 5200, loss[loss=0.1242, over 7437.00 frames. utt_duration=961 frames, utt_pad_proportion=0.06696, over 31.00 utterances.], tot_loss[loss=0.09136, over 1464794.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06355, over 4783.14 utterances.], batch size: 31, lr: 2.43e-04 2022-11-24 12:21:38,584 INFO [train.py:818] (3/4) Epoch 23, batch 5250, loss[loss=0.1017, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006665, over 21.00 utterances.], tot_loss[loss=0.09124, over 1464403.89 frames. utt_duration=1239 frames, utt_pad_proportion=0.05829, over 4731.73 utterances.], batch size: 21, lr: 2.43e-04 2022-11-24 12:22:15,053 INFO [train.py:818] (3/4) Epoch 23, batch 5300, loss[loss=0.07935, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.004426, over 19.00 utterances.], tot_loss[loss=0.09013, over 1464798.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.05975, over 4754.06 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:22:53,205 INFO [train.py:818] (3/4) Epoch 23, batch 5350, loss[loss=0.08383, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007035, over 18.00 utterances.], tot_loss[loss=0.08984, over 1465306.19 frames. utt_duration=1239 frames, utt_pad_proportion=0.05808, over 4736.97 utterances.], batch size: 18, lr: 2.43e-04 2022-11-24 12:23:30,987 INFO [train.py:818] (3/4) Epoch 23, batch 5400, loss[loss=0.1113, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006317, over 20.00 utterances.], tot_loss[loss=0.09073, over 1464765.46 frames. utt_duration=1219 frames, utt_pad_proportion=0.06785, over 4813.97 utterances.], batch size: 20, lr: 2.43e-04 2022-11-24 12:24:09,378 INFO [train.py:818] (3/4) Epoch 23, batch 5450, loss[loss=0.1126, over 7454.00 frames. utt_duration=963.3 frames, utt_pad_proportion=0.06661, over 31.00 utterances.], tot_loss[loss=0.09035, over 1465716.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.06985, over 4868.84 utterances.], batch size: 31, lr: 2.43e-04 2022-11-24 12:24:47,173 INFO [train.py:818] (3/4) Epoch 23, batch 5500, loss[loss=0.1113, over 7300.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.03267, over 16.00 utterances.], tot_loss[loss=0.08992, over 1466942.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.07499, over 4910.04 utterances.], batch size: 16, lr: 2.43e-04 2022-11-24 12:25:23,354 INFO [train.py:818] (3/4) Epoch 23, batch 5550, loss[loss=0.09426, over 7477.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006372, over 19.00 utterances.], tot_loss[loss=0.08984, over 1467417.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07254, over 4905.43 utterances.], batch size: 19, lr: 2.43e-04 2022-11-24 12:26:00,714 INFO [train.py:818] (3/4) Epoch 23, batch 5600, loss[loss=0.1032, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006272, over 21.00 utterances.], tot_loss[loss=0.08993, over 1465649.44 frames. utt_duration=1215 frames, utt_pad_proportion=0.06897, over 4829.97 utterances.], batch size: 21, lr: 2.43e-04 2022-11-24 12:26:37,010 INFO [train.py:818] (3/4) Epoch 23, batch 5650, loss[loss=0.0887, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.0905, over 1465382.79 frames. utt_duration=1201 frames, utt_pad_proportion=0.07518, over 4885.01 utterances.], batch size: 21, lr: 2.42e-04 2022-11-24 12:27:12,650 INFO [train.py:818] (3/4) Epoch 23, batch 5700, loss[loss=0.08087, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004825, over 21.00 utterances.], tot_loss[loss=0.09146, over 1465609.94 frames. utt_duration=1202 frames, utt_pad_proportion=0.07271, over 4883.67 utterances.], batch size: 21, lr: 2.42e-04 2022-11-24 12:27:50,774 INFO [train.py:818] (3/4) Epoch 23, batch 5750, loss[loss=0.1077, over 7442.00 frames. utt_duration=403.8 frames, utt_pad_proportion=0.3711, over 74.00 utterances.], tot_loss[loss=0.09126, over 1465728.92 frames. utt_duration=1182 frames, utt_pad_proportion=0.07679, over 4967.52 utterances.], batch size: 74, lr: 2.42e-04 2022-11-24 12:28:27,806 INFO [train.py:818] (3/4) Epoch 23, batch 5800, loss[loss=0.0872, over 7425.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.01039, over 17.00 utterances.], tot_loss[loss=0.09174, over 1465443.89 frames. utt_duration=1193 frames, utt_pad_proportion=0.07314, over 4918.64 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:29:04,148 INFO [train.py:818] (3/4) Epoch 23, batch 5850, loss[loss=0.1275, over 7297.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009261, over 17.00 utterances.], tot_loss[loss=0.09089, over 1464689.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.06322, over 4769.50 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:29:40,584 INFO [train.py:818] (3/4) Epoch 23, batch 5900, loss[loss=0.09537, over 7291.00 frames. utt_duration=768.9 frames, utt_pad_proportion=0.1173, over 38.00 utterances.], tot_loss[loss=0.09019, over 1463563.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.0562, over 4690.78 utterances.], batch size: 38, lr: 2.42e-04 2022-11-24 12:30:17,346 INFO [train.py:818] (3/4) Epoch 23, batch 5950, loss[loss=0.1287, over 7427.00 frames. utt_duration=744.3 frames, utt_pad_proportion=0.1375, over 40.00 utterances.], tot_loss[loss=0.09053, over 1464268.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.05492, over 4661.09 utterances.], batch size: 40, lr: 2.42e-04 2022-11-24 12:30:56,333 INFO [train.py:818] (3/4) Epoch 23, batch 6000, loss[loss=0.09713, over 7363.00 frames. utt_duration=952 frames, utt_pad_proportion=0.07486, over 31.00 utterances.], tot_loss[loss=0.09045, over 1465602.03 frames. utt_duration=1210 frames, utt_pad_proportion=0.06977, over 4852.18 utterances.], batch size: 31, lr: 2.42e-04 2022-11-24 12:30:56,334 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 12:31:16,877 INFO [train.py:847] (3/4) Epoch 23, validation: loss=0.04661, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 12:31:53,684 INFO [train.py:818] (3/4) Epoch 23, batch 6050, loss[loss=0.06257, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.08922, over 1465064.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.0633, over 4753.43 utterances.], batch size: 20, lr: 2.42e-04 2022-11-24 12:32:31,372 INFO [train.py:818] (3/4) Epoch 23, batch 6100, loss[loss=0.0966, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01068, over 17.00 utterances.], tot_loss[loss=0.08871, over 1465214.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.05944, over 4695.41 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:33:08,422 INFO [train.py:818] (3/4) Epoch 23, batch 6150, loss[loss=0.09345, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.08958, over 1465649.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.05754, over 4679.05 utterances.], batch size: 20, lr: 2.42e-04 2022-11-24 12:33:44,619 INFO [train.py:818] (3/4) Epoch 23, batch 6200, loss[loss=0.06035, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008894, over 22.00 utterances.], tot_loss[loss=0.0909, over 1465402.95 frames. utt_duration=1230 frames, utt_pad_proportion=0.06492, over 4769.73 utterances.], batch size: 22, lr: 2.42e-04 2022-11-24 12:34:23,896 INFO [train.py:818] (3/4) Epoch 23, batch 6250, loss[loss=0.09248, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009015, over 17.00 utterances.], tot_loss[loss=0.09079, over 1464886.90 frames. utt_duration=1221 frames, utt_pad_proportion=0.06875, over 4806.70 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:35:01,189 INFO [train.py:818] (3/4) Epoch 23, batch 6300, loss[loss=0.07056, over 7326.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006839, over 18.00 utterances.], tot_loss[loss=0.09229, over 1464253.35 frames. utt_duration=1186 frames, utt_pad_proportion=0.07961, over 4946.39 utterances.], batch size: 18, lr: 2.42e-04 2022-11-24 12:35:38,509 INFO [train.py:818] (3/4) Epoch 23, batch 6350, loss[loss=0.08312, over 7406.00 frames. utt_duration=957.4 frames, utt_pad_proportion=0.07233, over 31.00 utterances.], tot_loss[loss=0.09141, over 1464232.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07554, over 4902.93 utterances.], batch size: 31, lr: 2.42e-04 2022-11-24 12:36:15,820 INFO [train.py:818] (3/4) Epoch 23, batch 6400, loss[loss=0.08756, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006207, over 18.00 utterances.], tot_loss[loss=0.09062, over 1465135.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.07163, over 4859.55 utterances.], batch size: 18, lr: 2.42e-04 2022-11-24 12:36:52,800 INFO [train.py:818] (3/4) Epoch 23, batch 6450, loss[loss=0.05089, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009981, over 17.00 utterances.], tot_loss[loss=0.09076, over 1466185.27 frames. utt_duration=1196 frames, utt_pad_proportion=0.0737, over 4911.75 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:37:30,270 INFO [train.py:818] (3/4) Epoch 23, batch 6500, loss[loss=0.1012, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005757, over 21.00 utterances.], tot_loss[loss=0.09126, over 1466325.38 frames. utt_duration=1200 frames, utt_pad_proportion=0.0737, over 4894.03 utterances.], batch size: 21, lr: 2.42e-04 2022-11-24 12:38:07,165 INFO [train.py:818] (3/4) Epoch 23, batch 6550, loss[loss=0.08549, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005312, over 20.00 utterances.], tot_loss[loss=0.09032, over 1465707.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.06888, over 4879.15 utterances.], batch size: 20, lr: 2.42e-04 2022-11-24 12:38:43,383 INFO [train.py:818] (3/4) Epoch 23, batch 6600, loss[loss=0.1385, over 7355.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007078, over 23.00 utterances.], tot_loss[loss=0.08966, over 1465023.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.05916, over 4765.41 utterances.], batch size: 23, lr: 2.42e-04 2022-11-24 12:39:21,791 INFO [train.py:818] (3/4) Epoch 23, batch 6650, loss[loss=0.06963, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01092, over 17.00 utterances.], tot_loss[loss=0.08994, over 1465245.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.0593, over 4782.04 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:39:58,436 INFO [train.py:818] (3/4) Epoch 23, batch 6700, loss[loss=0.07923, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.08971, over 1465685.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.06335, over 4817.03 utterances.], batch size: 20, lr: 2.42e-04 2022-11-24 12:40:35,505 INFO [train.py:818] (3/4) Epoch 23, batch 6750, loss[loss=0.05705, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.00955, over 17.00 utterances.], tot_loss[loss=0.08947, over 1466515.63 frames. utt_duration=1212 frames, utt_pad_proportion=0.06598, over 4846.99 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:41:14,154 INFO [train.py:818] (3/4) Epoch 23, batch 6800, loss[loss=0.04776, over 7297.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009024, over 17.00 utterances.], tot_loss[loss=0.08964, over 1466325.05 frames. utt_duration=1222 frames, utt_pad_proportion=0.06406, over 4807.36 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:41:50,773 INFO [train.py:818] (3/4) Epoch 23, batch 6850, loss[loss=0.06752, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007656, over 18.00 utterances.], tot_loss[loss=0.08931, over 1467840.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06325, over 4770.71 utterances.], batch size: 18, lr: 2.42e-04 2022-11-24 12:42:27,014 INFO [train.py:818] (3/4) Epoch 23, batch 6900, loss[loss=0.1364, over 7418.00 frames. utt_duration=458.2 frames, utt_pad_proportion=0.2841, over 65.00 utterances.], tot_loss[loss=0.08854, over 1466909.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.06222, over 4783.14 utterances.], batch size: 65, lr: 2.42e-04 2022-11-24 12:43:05,237 INFO [train.py:818] (3/4) Epoch 23, batch 6950, loss[loss=0.06019, over 7278.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.007289, over 20.00 utterances.], tot_loss[loss=0.0886, over 1467093.32 frames. utt_duration=1229 frames, utt_pad_proportion=0.06288, over 4780.33 utterances.], batch size: 20, lr: 2.42e-04 2022-11-24 12:43:42,595 INFO [train.py:818] (3/4) Epoch 23, batch 7000, loss[loss=0.08086, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005844, over 19.00 utterances.], tot_loss[loss=0.09057, over 1466101.64 frames. utt_duration=1209 frames, utt_pad_proportion=0.06593, over 4855.37 utterances.], batch size: 19, lr: 2.42e-04 2022-11-24 12:44:19,480 INFO [train.py:818] (3/4) Epoch 23, batch 7050, loss[loss=0.07935, over 7271.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.02873, over 16.00 utterances.], tot_loss[loss=0.08973, over 1466002.89 frames. utt_duration=1219 frames, utt_pad_proportion=0.06521, over 4818.34 utterances.], batch size: 16, lr: 2.42e-04 2022-11-24 12:44:57,171 INFO [train.py:818] (3/4) Epoch 23, batch 7100, loss[loss=0.08916, over 7317.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00631, over 17.00 utterances.], tot_loss[loss=0.0887, over 1466897.93 frames. utt_duration=1208 frames, utt_pad_proportion=0.06807, over 4862.47 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:45:33,734 INFO [train.py:818] (3/4) Epoch 23, batch 7150, loss[loss=0.09596, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006344, over 19.00 utterances.], tot_loss[loss=0.08883, over 1466490.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.06867, over 4829.50 utterances.], batch size: 19, lr: 2.42e-04 2022-11-24 12:46:11,685 INFO [train.py:818] (3/4) Epoch 23, batch 7200, loss[loss=0.09599, over 7169.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008053, over 17.00 utterances.], tot_loss[loss=0.09038, over 1466483.61 frames. utt_duration=1198 frames, utt_pad_proportion=0.07297, over 4902.86 utterances.], batch size: 17, lr: 2.42e-04 2022-11-24 12:46:48,874 INFO [train.py:818] (3/4) Epoch 23, batch 7250, loss[loss=0.05766, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006302, over 21.00 utterances.], tot_loss[loss=0.08872, over 1467148.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.0665, over 4812.62 utterances.], batch size: 21, lr: 2.42e-04 2022-11-24 12:47:24,739 INFO [train.py:818] (3/4) Epoch 23, batch 7300, loss[loss=0.07622, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.004913, over 20.00 utterances.], tot_loss[loss=0.08803, over 1466840.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.06061, over 4725.07 utterances.], batch size: 20, lr: 2.41e-04 2022-11-24 12:48:02,649 INFO [train.py:818] (3/4) Epoch 23, batch 7350, loss[loss=0.1339, over 7486.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0103, over 24.00 utterances.], tot_loss[loss=0.08871, over 1465386.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.0599, over 4686.73 utterances.], batch size: 24, lr: 2.41e-04 2022-11-24 12:48:38,948 INFO [train.py:818] (3/4) Epoch 23, batch 7400, loss[loss=0.1801, over 7385.00 frames. utt_duration=411.9 frames, utt_pad_proportion=0.3563, over 72.00 utterances.], tot_loss[loss=0.08999, over 1465182.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.06968, over 4843.92 utterances.], batch size: 72, lr: 2.41e-04 2022-11-24 12:49:15,721 INFO [train.py:818] (3/4) Epoch 23, batch 7450, loss[loss=0.06323, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005418, over 21.00 utterances.], tot_loss[loss=0.08826, over 1465299.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.06991, over 4851.40 utterances.], batch size: 21, lr: 2.41e-04 2022-11-24 12:49:53,790 INFO [train.py:818] (3/4) Epoch 23, batch 7500, loss[loss=0.06629, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006421, over 22.00 utterances.], tot_loss[loss=0.08728, over 1465100.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.06017, over 4723.47 utterances.], batch size: 22, lr: 2.41e-04 2022-11-24 12:50:30,434 INFO [train.py:818] (3/4) Epoch 23, batch 7550, loss[loss=0.04487, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00861, over 18.00 utterances.], tot_loss[loss=0.0881, over 1464725.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.06179, over 4751.56 utterances.], batch size: 18, lr: 2.41e-04 2022-11-24 12:51:07,811 INFO [train.py:818] (3/4) Epoch 23, batch 7600, loss[loss=0.06268, over 7447.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01066, over 17.00 utterances.], tot_loss[loss=0.0887, over 1465289.61 frames. utt_duration=1234 frames, utt_pad_proportion=0.06108, over 4753.65 utterances.], batch size: 17, lr: 2.41e-04 2022-11-24 12:51:44,738 INFO [train.py:818] (3/4) Epoch 23, batch 7650, loss[loss=0.06472, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.007909, over 17.00 utterances.], tot_loss[loss=0.08818, over 1465354.25 frames. utt_duration=1239 frames, utt_pad_proportion=0.06084, over 4736.07 utterances.], batch size: 17, lr: 2.41e-04 2022-11-24 12:52:21,547 INFO [train.py:818] (3/4) Epoch 23, batch 7700, loss[loss=0.09463, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007066, over 22.00 utterances.], tot_loss[loss=0.08897, over 1466295.32 frames. utt_duration=1211 frames, utt_pad_proportion=0.0696, over 4850.99 utterances.], batch size: 22, lr: 2.41e-04 2022-11-24 12:52:59,520 INFO [train.py:818] (3/4) Epoch 23, batch 7750, loss[loss=0.1373, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00559, over 20.00 utterances.], tot_loss[loss=0.08851, over 1466002.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.06819, over 4823.97 utterances.], batch size: 20, lr: 2.41e-04 2022-11-24 12:53:35,053 INFO [train.py:818] (3/4) Epoch 23, batch 7800, loss[loss=0.0632, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01072, over 17.00 utterances.], tot_loss[loss=0.08795, over 1465339.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06451, over 4788.47 utterances.], batch size: 17, lr: 2.41e-04 2022-11-24 12:54:12,925 INFO [train.py:818] (3/4) Epoch 23, batch 7850, loss[loss=0.08772, over 7301.00 frames. utt_duration=943.7 frames, utt_pad_proportion=0.08463, over 31.00 utterances.], tot_loss[loss=0.08823, over 1465883.97 frames. utt_duration=1228 frames, utt_pad_proportion=0.06664, over 4780.44 utterances.], batch size: 31, lr: 2.41e-04 2022-11-24 12:54:52,034 INFO [train.py:818] (3/4) Epoch 23, batch 7900, loss[loss=0.104, over 7188.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01086, over 23.00 utterances.], tot_loss[loss=0.08878, over 1465757.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06395, over 4750.32 utterances.], batch size: 23, lr: 2.41e-04 2022-11-24 12:55:27,971 INFO [train.py:818] (3/4) Epoch 23, batch 7950, loss[loss=0.09751, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.0252, over 26.00 utterances.], tot_loss[loss=0.08887, over 1465979.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06114, over 4751.18 utterances.], batch size: 26, lr: 2.41e-04 2022-11-24 12:56:07,027 INFO [train.py:818] (3/4) Epoch 23, batch 8000, loss[loss=0.08128, over 7291.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01145, over 17.00 utterances.], tot_loss[loss=0.08894, over 1466529.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.06732, over 4836.84 utterances.], batch size: 17, lr: 2.41e-04 2022-11-24 12:56:44,980 INFO [train.py:818] (3/4) Epoch 23, batch 8050, loss[loss=0.0914, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008594, over 22.00 utterances.], tot_loss[loss=0.0884, over 1466248.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.06218, over 4740.56 utterances.], batch size: 22, lr: 2.41e-04 2022-11-24 12:57:20,567 INFO [train.py:818] (3/4) Epoch 23, batch 8100, loss[loss=0.1004, over 7484.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01275, over 24.00 utterances.], tot_loss[loss=0.08825, over 1466481.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.0663, over 4841.09 utterances.], batch size: 24, lr: 2.41e-04 2022-11-24 12:57:57,147 INFO [train.py:818] (3/4) Epoch 23, batch 8150, loss[loss=0.06125, over 7186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01127, over 23.00 utterances.], tot_loss[loss=0.08903, over 1466692.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.06491, over 4812.50 utterances.], batch size: 23, lr: 2.41e-04 2022-11-24 12:58:35,164 INFO [train.py:818] (3/4) Epoch 23, batch 8200, loss[loss=0.1203, over 7241.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01357, over 24.00 utterances.], tot_loss[loss=0.08811, over 1466798.78 frames. utt_duration=1219 frames, utt_pad_proportion=0.06479, over 4818.02 utterances.], batch size: 24, lr: 2.41e-04 2022-11-24 12:59:12,462 INFO [train.py:818] (3/4) Epoch 23, batch 8250, loss[loss=0.08953, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00534, over 19.00 utterances.], tot_loss[loss=0.08786, over 1466000.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.07004, over 4822.17 utterances.], batch size: 19, lr: 2.41e-04 2022-11-24 12:59:49,767 INFO [train.py:818] (3/4) Epoch 23, batch 8300, loss[loss=0.08462, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.08885, over 1466300.89 frames. utt_duration=1201 frames, utt_pad_proportion=0.07303, over 4887.75 utterances.], batch size: 21, lr: 2.41e-04 2022-11-24 13:00:26,157 INFO [train.py:818] (3/4) Epoch 23, batch 8350, loss[loss=0.07543, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006768, over 21.00 utterances.], tot_loss[loss=0.08922, over 1466596.42 frames. utt_duration=1174 frames, utt_pad_proportion=0.08098, over 5002.29 utterances.], batch size: 21, lr: 2.41e-04 2022-11-24 13:01:02,816 INFO [train.py:818] (3/4) Epoch 23, batch 8400, loss[loss=0.08105, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004865, over 20.00 utterances.], tot_loss[loss=0.08902, over 1466867.10 frames. utt_duration=1164 frames, utt_pad_proportion=0.0852, over 5046.82 utterances.], batch size: 20, lr: 2.41e-04 2022-11-24 13:01:40,130 INFO [train.py:818] (3/4) Epoch 23, batch 8450, loss[loss=0.1646, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007536, over 22.00 utterances.], tot_loss[loss=0.08853, over 1465936.68 frames. utt_duration=1169 frames, utt_pad_proportion=0.0847, over 5020.69 utterances.], batch size: 22, lr: 2.41e-04 2022-11-24 13:02:16,363 INFO [train.py:818] (3/4) Epoch 23, batch 8500, loss[loss=0.09277, over 7461.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006584, over 21.00 utterances.], tot_loss[loss=0.08949, over 1466648.88 frames. utt_duration=1183 frames, utt_pad_proportion=0.079, over 4965.48 utterances.], batch size: 21, lr: 2.41e-04 2022-11-24 13:02:53,429 INFO [train.py:818] (3/4) Epoch 23, batch 8550, loss[loss=0.04296, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005777, over 19.00 utterances.], tot_loss[loss=0.08861, over 1467423.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.0685, over 4870.24 utterances.], batch size: 19, lr: 2.41e-04 2022-11-24 13:03:30,201 INFO [train.py:818] (3/4) Epoch 23, batch 8600, loss[loss=0.08117, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008779, over 17.00 utterances.], tot_loss[loss=0.08769, over 1466077.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06039, over 4791.09 utterances.], batch size: 17, lr: 2.41e-04 2022-11-24 13:04:07,121 INFO [train.py:818] (3/4) Epoch 23, batch 8650, loss[loss=0.1015, over 7312.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006919, over 18.00 utterances.], tot_loss[loss=0.08725, over 1465464.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.0657, over 4822.50 utterances.], batch size: 18, lr: 2.41e-04 2022-11-24 13:04:43,909 INFO [train.py:818] (3/4) Epoch 23, batch 8700, loss[loss=0.09932, over 7407.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.0048, over 19.00 utterances.], tot_loss[loss=0.08676, over 1465302.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.05909, over 4715.58 utterances.], batch size: 19, lr: 2.41e-04 2022-11-24 13:05:20,849 INFO [train.py:818] (3/4) Epoch 23, batch 8750, loss[loss=0.06998, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.08662, over 1466353.57 frames. utt_duration=1219 frames, utt_pad_proportion=0.06791, over 4818.07 utterances.], batch size: 20, lr: 2.41e-04 2022-11-24 13:05:55,954 INFO [train.py:818] (3/4) Epoch 23, batch 8800, loss[loss=0.08544, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007284, over 19.00 utterances.], tot_loss[loss=0.08682, over 1466163.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06318, over 4756.27 utterances.], batch size: 19, lr: 2.41e-04 2022-11-24 13:06:32,181 INFO [train.py:818] (3/4) Epoch 23, batch 8850, loss[loss=0.09072, over 7380.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007191, over 20.00 utterances.], tot_loss[loss=0.08557, over 1466268.11 frames. utt_duration=1239 frames, utt_pad_proportion=0.06333, over 4740.27 utterances.], batch size: 20, lr: 2.41e-04 2022-11-24 13:07:44,655 INFO [train.py:818] (3/4) Epoch 24, batch 0, loss[loss=0.03931, over 7442.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.009543, over 17.00 utterances.], tot_loss[loss=0.03931, over 7442.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.009543, over 17.00 utterances.], batch size: 17, lr: 2.36e-04 2022-11-24 13:08:20,866 INFO [train.py:818] (3/4) Epoch 24, batch 50, loss[loss=0.06341, over 7394.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004573, over 20.00 utterances.], tot_loss[loss=0.07781, over 331020.07 frames. utt_duration=1146 frames, utt_pad_proportion=0.08139, over 1156.53 utterances.], batch size: 20, lr: 2.36e-04 2022-11-24 13:08:57,668 INFO [train.py:818] (3/4) Epoch 24, batch 100, loss[loss=0.0532, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008508, over 18.00 utterances.], tot_loss[loss=0.07178, over 581733.82 frames. utt_duration=1220 frames, utt_pad_proportion=0.07306, over 1910.32 utterances.], batch size: 18, lr: 2.36e-04 2022-11-24 13:09:34,411 INFO [train.py:818] (3/4) Epoch 24, batch 150, loss[loss=0.08078, over 7308.00 frames. utt_duration=944.2 frames, utt_pad_proportion=0.08508, over 31.00 utterances.], tot_loss[loss=0.07097, over 777411.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.05502, over 2427.64 utterances.], batch size: 31, lr: 2.36e-04 2022-11-24 13:10:09,743 INFO [train.py:818] (3/4) Epoch 24, batch 200, loss[loss=0.08668, over 7241.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01878, over 25.00 utterances.], tot_loss[loss=0.07247, over 930347.48 frames. utt_duration=1257 frames, utt_pad_proportion=0.0621, over 2964.62 utterances.], batch size: 25, lr: 2.35e-04 2022-11-24 13:10:46,711 INFO [train.py:818] (3/4) Epoch 24, batch 250, loss[loss=0.08472, over 7273.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03362, over 27.00 utterances.], tot_loss[loss=0.07384, over 1048322.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05365, over 3275.59 utterances.], batch size: 27, lr: 2.35e-04 2022-11-24 13:11:22,849 INFO [train.py:818] (3/4) Epoch 24, batch 300, loss[loss=0.08427, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008431, over 23.00 utterances.], tot_loss[loss=0.0749, over 1140877.19 frames. utt_duration=1233 frames, utt_pad_proportion=0.06251, over 3706.37 utterances.], batch size: 23, lr: 2.35e-04 2022-11-24 13:11:58,206 INFO [train.py:818] (3/4) Epoch 24, batch 350, loss[loss=0.05604, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005987, over 22.00 utterances.], tot_loss[loss=0.07473, over 1213895.54 frames. utt_duration=1218 frames, utt_pad_proportion=0.06672, over 3990.94 utterances.], batch size: 22, lr: 2.35e-04 2022-11-24 13:12:35,823 INFO [train.py:818] (3/4) Epoch 24, batch 400, loss[loss=0.06923, over 7251.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.05264, over 16.00 utterances.], tot_loss[loss=0.07501, over 1270253.05 frames. utt_duration=1216 frames, utt_pad_proportion=0.06828, over 4183.12 utterances.], batch size: 16, lr: 2.35e-04 2022-11-24 13:13:12,233 INFO [train.py:818] (3/4) Epoch 24, batch 450, loss[loss=0.07691, over 7287.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006268, over 19.00 utterances.], tot_loss[loss=0.07381, over 1312954.03 frames. utt_duration=1226 frames, utt_pad_proportion=0.06484, over 4289.98 utterances.], batch size: 19, lr: 2.35e-04 2022-11-24 13:13:49,029 INFO [train.py:818] (3/4) Epoch 24, batch 500, loss[loss=0.06378, over 7459.00 frames. utt_duration=410.1 frames, utt_pad_proportion=0.349, over 73.00 utterances.], tot_loss[loss=0.07394, over 1347396.33 frames. utt_duration=1213 frames, utt_pad_proportion=0.06926, over 4448.70 utterances.], batch size: 73, lr: 2.35e-04 2022-11-24 13:14:28,094 INFO [train.py:818] (3/4) Epoch 24, batch 550, loss[loss=0.04644, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004901, over 19.00 utterances.], tot_loss[loss=0.07331, over 1373727.48 frames. utt_duration=1212 frames, utt_pad_proportion=0.07255, over 4538.37 utterances.], batch size: 19, lr: 2.35e-04 2022-11-24 13:15:03,684 INFO [train.py:818] (3/4) Epoch 24, batch 600, loss[loss=0.06871, over 7229.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02069, over 25.00 utterances.], tot_loss[loss=0.07258, over 1394353.38 frames. utt_duration=1212 frames, utt_pad_proportion=0.06965, over 4608.16 utterances.], batch size: 25, lr: 2.35e-04 2022-11-24 13:15:39,814 INFO [train.py:818] (3/4) Epoch 24, batch 650, loss[loss=0.04912, over 7299.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008145, over 18.00 utterances.], tot_loss[loss=0.07312, over 1410161.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.0638, over 4561.83 utterances.], batch size: 18, lr: 2.35e-04 2022-11-24 13:16:16,963 INFO [train.py:818] (3/4) Epoch 24, batch 700, loss[loss=0.08578, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008243, over 22.00 utterances.], tot_loss[loss=0.07354, over 1421393.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05908, over 4572.67 utterances.], batch size: 22, lr: 2.35e-04 2022-11-24 13:16:53,039 INFO [train.py:818] (3/4) Epoch 24, batch 750, loss[loss=0.095, over 7189.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01069, over 23.00 utterances.], tot_loss[loss=0.0728, over 1431439.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05672, over 4596.17 utterances.], batch size: 23, lr: 2.35e-04 2022-11-24 13:17:29,060 INFO [train.py:818] (3/4) Epoch 24, batch 800, loss[loss=0.06136, over 7373.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00663, over 21.00 utterances.], tot_loss[loss=0.07245, over 1439685.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05278, over 4536.09 utterances.], batch size: 21, lr: 2.35e-04 2022-11-24 13:18:05,963 INFO [train.py:818] (3/4) Epoch 24, batch 850, loss[loss=0.07011, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.004809, over 20.00 utterances.], tot_loss[loss=0.07178, over 1444750.59 frames. utt_duration=1290 frames, utt_pad_proportion=0.04564, over 4486.48 utterances.], batch size: 20, lr: 2.35e-04 2022-11-24 13:18:41,649 INFO [train.py:818] (3/4) Epoch 24, batch 900, loss[loss=0.06156, over 7287.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005995, over 21.00 utterances.], tot_loss[loss=0.07225, over 1447151.42 frames. utt_duration=1284 frames, utt_pad_proportion=0.04784, over 4514.23 utterances.], batch size: 21, lr: 2.35e-04 2022-11-24 13:19:18,325 INFO [train.py:818] (3/4) Epoch 24, batch 950, loss[loss=0.04215, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008092, over 17.00 utterances.], tot_loss[loss=0.07256, over 1452576.07 frames. utt_duration=1277 frames, utt_pad_proportion=0.05145, over 4553.53 utterances.], batch size: 17, lr: 2.35e-04 2022-11-24 13:19:54,762 INFO [train.py:818] (3/4) Epoch 24, batch 1000, loss[loss=0.07127, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005931, over 20.00 utterances.], tot_loss[loss=0.07267, over 1455482.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05695, over 4651.35 utterances.], batch size: 20, lr: 2.35e-04 2022-11-24 13:20:30,061 INFO [train.py:818] (3/4) Epoch 24, batch 1050, loss[loss=0.08271, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007061, over 22.00 utterances.], tot_loss[loss=0.07291, over 1457685.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05608, over 4636.04 utterances.], batch size: 22, lr: 2.35e-04 2022-11-24 13:21:07,379 INFO [train.py:818] (3/4) Epoch 24, batch 1100, loss[loss=0.06404, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02436, over 25.00 utterances.], tot_loss[loss=0.07326, over 1460718.36 frames. utt_duration=1295 frames, utt_pad_proportion=0.04712, over 4516.14 utterances.], batch size: 25, lr: 2.35e-04 2022-11-24 13:21:43,247 INFO [train.py:818] (3/4) Epoch 24, batch 1150, loss[loss=0.08063, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006818, over 19.00 utterances.], tot_loss[loss=0.07274, over 1460969.18 frames. utt_duration=1291 frames, utt_pad_proportion=0.04751, over 4530.52 utterances.], batch size: 19, lr: 2.35e-04 2022-11-24 13:22:18,709 INFO [train.py:818] (3/4) Epoch 24, batch 1200, loss[loss=0.04601, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007069, over 18.00 utterances.], tot_loss[loss=0.0737, over 1461714.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.04962, over 4576.32 utterances.], batch size: 18, lr: 2.35e-04 2022-11-24 13:22:56,533 INFO [train.py:818] (3/4) Epoch 24, batch 1250, loss[loss=0.07101, over 7117.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.00475, over 19.00 utterances.], tot_loss[loss=0.07518, over 1463109.52 frames. utt_duration=1266 frames, utt_pad_proportion=0.05368, over 4628.89 utterances.], batch size: 19, lr: 2.35e-04 2022-11-24 13:23:31,755 INFO [train.py:818] (3/4) Epoch 24, batch 1300, loss[loss=0.05753, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03444, over 16.00 utterances.], tot_loss[loss=0.07498, over 1462695.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.04793, over 4596.03 utterances.], batch size: 16, lr: 2.35e-04 2022-11-24 13:24:06,626 INFO [train.py:818] (3/4) Epoch 24, batch 1350, loss[loss=0.08626, over 7403.00 frames. utt_duration=780.5 frames, utt_pad_proportion=0.1141, over 38.00 utterances.], tot_loss[loss=0.07416, over 1462053.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.0424, over 4542.53 utterances.], batch size: 38, lr: 2.35e-04 2022-11-24 13:24:43,578 INFO [train.py:818] (3/4) Epoch 24, batch 1400, loss[loss=0.05524, over 7374.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007695, over 20.00 utterances.], tot_loss[loss=0.07376, over 1462775.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05103, over 4636.78 utterances.], batch size: 20, lr: 2.35e-04 2022-11-24 13:25:20,384 INFO [train.py:818] (3/4) Epoch 24, batch 1450, loss[loss=0.07908, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005418, over 20.00 utterances.], tot_loss[loss=0.07501, over 1464848.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06249, over 4748.77 utterances.], batch size: 20, lr: 2.35e-04 2022-11-24 13:25:55,808 INFO [train.py:818] (3/4) Epoch 24, batch 1500, loss[loss=0.07625, over 7385.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006684, over 19.00 utterances.], tot_loss[loss=0.07468, over 1464330.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.06199, over 4681.32 utterances.], batch size: 19, lr: 2.35e-04 2022-11-24 13:26:34,297 INFO [train.py:818] (3/4) Epoch 24, batch 1550, loss[loss=0.07198, over 7234.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.02835, over 16.00 utterances.], tot_loss[loss=0.07368, over 1465142.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.05734, over 4624.97 utterances.], batch size: 16, lr: 2.35e-04 2022-11-24 13:27:10,858 INFO [train.py:818] (3/4) Epoch 24, batch 1600, loss[loss=0.06872, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005818, over 21.00 utterances.], tot_loss[loss=0.07518, over 1464273.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.06585, over 4738.93 utterances.], batch size: 21, lr: 2.35e-04 2022-11-24 13:27:46,634 INFO [train.py:818] (3/4) Epoch 24, batch 1650, loss[loss=0.04565, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.004718, over 20.00 utterances.], tot_loss[loss=0.0745, over 1464769.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.06003, over 4678.34 utterances.], batch size: 20, lr: 2.35e-04 2022-11-24 13:28:23,197 INFO [train.py:818] (3/4) Epoch 24, batch 1700, loss[loss=0.06484, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008922, over 17.00 utterances.], tot_loss[loss=0.07557, over 1464907.23 frames. utt_duration=1271 frames, utt_pad_proportion=0.05444, over 4616.31 utterances.], batch size: 17, lr: 2.35e-04 2022-11-24 13:28:58,922 INFO [train.py:818] (3/4) Epoch 24, batch 1750, loss[loss=0.0729, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006778, over 21.00 utterances.], tot_loss[loss=0.0745, over 1464645.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05438, over 4620.77 utterances.], batch size: 21, lr: 2.35e-04 2022-11-24 13:29:34,121 INFO [train.py:818] (3/4) Epoch 24, batch 1800, loss[loss=0.04307, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.005839, over 18.00 utterances.], tot_loss[loss=0.07381, over 1464311.09 frames. utt_duration=1295 frames, utt_pad_proportion=0.04674, over 4527.56 utterances.], batch size: 18, lr: 2.35e-04 2022-11-24 13:30:11,981 INFO [train.py:818] (3/4) Epoch 24, batch 1850, loss[loss=0.06756, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005602, over 21.00 utterances.], tot_loss[loss=0.07302, over 1464680.36 frames. utt_duration=1312 frames, utt_pad_proportion=0.0416, over 4470.32 utterances.], batch size: 21, lr: 2.35e-04 2022-11-24 13:30:47,196 INFO [train.py:818] (3/4) Epoch 24, batch 1900, loss[loss=0.07726, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01008, over 23.00 utterances.], tot_loss[loss=0.07306, over 1464911.92 frames. utt_duration=1322 frames, utt_pad_proportion=0.03726, over 4437.30 utterances.], batch size: 23, lr: 2.35e-04 2022-11-24 13:31:23,991 INFO [train.py:818] (3/4) Epoch 24, batch 1950, loss[loss=0.05995, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006199, over 21.00 utterances.], tot_loss[loss=0.07322, over 1465326.68 frames. utt_duration=1315 frames, utt_pad_proportion=0.04147, over 4461.91 utterances.], batch size: 21, lr: 2.34e-04 2022-11-24 13:32:02,474 INFO [train.py:818] (3/4) Epoch 24, batch 2000, loss[loss=0.08084, over 7378.00 frames. utt_duration=953.8 frames, utt_pad_proportion=0.07307, over 31.00 utterances.], tot_loss[loss=0.0729, over 1465976.42 frames. utt_duration=1286 frames, utt_pad_proportion=0.04917, over 4565.77 utterances.], batch size: 31, lr: 2.34e-04 2022-11-24 13:32:37,532 INFO [train.py:818] (3/4) Epoch 24, batch 2050, loss[loss=0.05732, over 7098.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005702, over 18.00 utterances.], tot_loss[loss=0.07246, over 1464572.39 frames. utt_duration=1306 frames, utt_pad_proportion=0.04621, over 4491.70 utterances.], batch size: 18, lr: 2.34e-04 2022-11-24 13:33:13,535 INFO [train.py:818] (3/4) Epoch 24, batch 2100, loss[loss=0.06376, over 7375.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006258, over 20.00 utterances.], tot_loss[loss=0.07233, over 1464515.35 frames. utt_duration=1327 frames, utt_pad_proportion=0.04052, over 4420.52 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:33:50,431 INFO [train.py:818] (3/4) Epoch 24, batch 2150, loss[loss=0.08116, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005892, over 20.00 utterances.], tot_loss[loss=0.07209, over 1465799.18 frames. utt_duration=1334 frames, utt_pad_proportion=0.03647, over 4401.79 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:34:25,845 INFO [train.py:818] (3/4) Epoch 24, batch 2200, loss[loss=0.1096, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006591, over 22.00 utterances.], tot_loss[loss=0.07222, over 1465791.78 frames. utt_duration=1326 frames, utt_pad_proportion=0.03705, over 4425.30 utterances.], batch size: 22, lr: 2.34e-04 2022-11-24 13:35:03,978 INFO [train.py:818] (3/4) Epoch 24, batch 2250, loss[loss=0.09039, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.00877, over 23.00 utterances.], tot_loss[loss=0.07278, over 1465355.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.04717, over 4524.43 utterances.], batch size: 23, lr: 2.34e-04 2022-11-24 13:35:39,458 INFO [train.py:818] (3/4) Epoch 24, batch 2300, loss[loss=0.06346, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004914, over 20.00 utterances.], tot_loss[loss=0.07328, over 1465320.78 frames. utt_duration=1304 frames, utt_pad_proportion=0.04522, over 4499.33 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:36:15,538 INFO [train.py:818] (3/4) Epoch 24, batch 2350, loss[loss=0.05257, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01163, over 17.00 utterances.], tot_loss[loss=0.07275, over 1465905.66 frames. utt_duration=1311 frames, utt_pad_proportion=0.04137, over 4477.03 utterances.], batch size: 17, lr: 2.34e-04 2022-11-24 13:36:52,629 INFO [train.py:818] (3/4) Epoch 24, batch 2400, loss[loss=0.08787, over 7345.00 frames. utt_duration=754.8 frames, utt_pad_proportion=0.1413, over 39.00 utterances.], tot_loss[loss=0.07153, over 1466654.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.04502, over 4543.27 utterances.], batch size: 39, lr: 2.34e-04 2022-11-24 13:37:30,385 INFO [train.py:818] (3/4) Epoch 24, batch 2450, loss[loss=0.07848, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005908, over 19.00 utterances.], tot_loss[loss=0.07191, over 1465621.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05151, over 4636.62 utterances.], batch size: 19, lr: 2.34e-04 2022-11-24 13:38:06,149 INFO [train.py:818] (3/4) Epoch 24, batch 2500, loss[loss=0.07801, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00588, over 20.00 utterances.], tot_loss[loss=0.07206, over 1465217.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05785, over 4690.48 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:38:44,440 INFO [train.py:818] (3/4) Epoch 24, batch 2550, loss[loss=0.08345, over 7377.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.07784, over 31.00 utterances.], tot_loss[loss=0.0723, over 1465596.88 frames. utt_duration=1243 frames, utt_pad_proportion=0.05947, over 4722.23 utterances.], batch size: 31, lr: 2.34e-04 2022-11-24 13:39:23,049 INFO [train.py:818] (3/4) Epoch 24, batch 2600, loss[loss=0.1005, over 7440.00 frames. utt_duration=961.7 frames, utt_pad_proportion=0.06811, over 31.00 utterances.], tot_loss[loss=0.07344, over 1465871.50 frames. utt_duration=1227 frames, utt_pad_proportion=0.06417, over 4783.02 utterances.], batch size: 31, lr: 2.34e-04 2022-11-24 13:39:59,415 INFO [train.py:818] (3/4) Epoch 24, batch 2650, loss[loss=0.07795, over 7325.00 frames. utt_duration=978 frames, utt_pad_proportion=0.05052, over 30.00 utterances.], tot_loss[loss=0.07375, over 1465621.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.05852, over 4715.81 utterances.], batch size: 30, lr: 2.34e-04 2022-11-24 13:40:37,056 INFO [train.py:818] (3/4) Epoch 24, batch 2700, loss[loss=0.1016, over 7401.00 frames. utt_duration=449.9 frames, utt_pad_proportion=0.2892, over 66.00 utterances.], tot_loss[loss=0.0732, over 1465304.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05363, over 4639.10 utterances.], batch size: 66, lr: 2.34e-04 2022-11-24 13:41:13,881 INFO [train.py:818] (3/4) Epoch 24, batch 2750, loss[loss=0.08585, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 21.00 utterances.], tot_loss[loss=0.07504, over 1465026.91 frames. utt_duration=1262 frames, utt_pad_proportion=0.05551, over 4650.45 utterances.], batch size: 21, lr: 2.34e-04 2022-11-24 13:41:49,707 INFO [train.py:818] (3/4) Epoch 24, batch 2800, loss[loss=0.06971, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00658, over 21.00 utterances.], tot_loss[loss=0.07396, over 1465383.88 frames. utt_duration=1283 frames, utt_pad_proportion=0.04834, over 4572.45 utterances.], batch size: 21, lr: 2.34e-04 2022-11-24 13:42:26,985 INFO [train.py:818] (3/4) Epoch 24, batch 2850, loss[loss=0.06329, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004245, over 19.00 utterances.], tot_loss[loss=0.07319, over 1465329.24 frames. utt_duration=1311 frames, utt_pad_proportion=0.04099, over 4476.22 utterances.], batch size: 19, lr: 2.34e-04 2022-11-24 13:43:01,896 INFO [train.py:818] (3/4) Epoch 24, batch 2900, loss[loss=0.06491, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.00548, over 18.00 utterances.], tot_loss[loss=0.07334, over 1464273.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04501, over 4547.44 utterances.], batch size: 18, lr: 2.34e-04 2022-11-24 13:43:38,272 INFO [train.py:818] (3/4) Epoch 24, batch 2950, loss[loss=0.0716, over 7102.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.004761, over 18.00 utterances.], tot_loss[loss=0.07332, over 1464219.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.05132, over 4599.72 utterances.], batch size: 18, lr: 2.34e-04 2022-11-24 13:44:15,452 INFO [train.py:818] (3/4) Epoch 24, batch 3000, loss[loss=0.07349, over 7271.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.004001, over 20.00 utterances.], tot_loss[loss=0.07419, over 1464618.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.04778, over 4541.23 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:44:15,454 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 13:44:35,382 INFO [train.py:847] (3/4) Epoch 24, validation: loss=0.05027, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 13:45:12,193 INFO [train.py:818] (3/4) Epoch 24, batch 3050, loss[loss=0.05354, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005047, over 20.00 utterances.], tot_loss[loss=0.07288, over 1463944.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05221, over 4598.86 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:45:50,237 INFO [train.py:818] (3/4) Epoch 24, batch 3100, loss[loss=0.06156, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006355, over 20.00 utterances.], tot_loss[loss=0.07394, over 1464411.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.06343, over 4767.68 utterances.], batch size: 20, lr: 2.34e-04 2022-11-24 13:46:26,918 INFO [train.py:818] (3/4) Epoch 24, batch 3150, loss[loss=0.106, over 7424.00 frames. utt_duration=783.2 frames, utt_pad_proportion=0.108, over 38.00 utterances.], tot_loss[loss=0.07369, over 1465132.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06297, over 4776.02 utterances.], batch size: 38, lr: 2.34e-04 2022-11-24 13:47:05,040 INFO [train.py:818] (3/4) Epoch 24, batch 3200, loss[loss=0.06551, over 7381.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007456, over 19.00 utterances.], tot_loss[loss=0.07372, over 1465676.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.05954, over 4761.06 utterances.], batch size: 19, lr: 2.34e-04 2022-11-24 13:47:41,571 INFO [train.py:818] (3/4) Epoch 24, batch 3250, loss[loss=0.06918, over 7487.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.0216, over 26.00 utterances.], tot_loss[loss=0.07246, over 1465710.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.05848, over 4750.14 utterances.], batch size: 26, lr: 2.34e-04 2022-11-24 13:48:17,979 INFO [train.py:818] (3/4) Epoch 24, batch 3300, loss[loss=0.07275, over 7492.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006132, over 19.00 utterances.], tot_loss[loss=0.07288, over 1465793.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.05875, over 4752.20 utterances.], batch size: 19, lr: 2.34e-04 2022-11-24 13:48:57,486 INFO [train.py:818] (3/4) Epoch 24, batch 3350, loss[loss=0.0778, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008595, over 23.00 utterances.], tot_loss[loss=0.07269, over 1465971.13 frames. utt_duration=1228 frames, utt_pad_proportion=0.06551, over 4779.72 utterances.], batch size: 23, lr: 2.34e-04 2022-11-24 13:49:33,881 INFO [train.py:818] (3/4) Epoch 24, batch 3400, loss[loss=0.04911, over 7184.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007009, over 18.00 utterances.], tot_loss[loss=0.07193, over 1466138.60 frames. utt_duration=1250 frames, utt_pad_proportion=0.05912, over 4697.65 utterances.], batch size: 18, lr: 2.34e-04 2022-11-24 13:50:23,190 INFO [train.py:818] (3/4) Epoch 24, batch 3450, loss[loss=0.07118, over 7458.00 frames. utt_duration=767 frames, utt_pad_proportion=0.1224, over 39.00 utterances.], tot_loss[loss=0.07239, over 1465446.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.05824, over 4706.72 utterances.], batch size: 39, lr: 2.34e-04 2022-11-24 13:51:01,433 INFO [train.py:818] (3/4) Epoch 24, batch 3500, loss[loss=0.1028, over 7282.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.02878, over 16.00 utterances.], tot_loss[loss=0.07223, over 1465473.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.05656, over 4617.43 utterances.], batch size: 16, lr: 2.34e-04 2022-11-24 13:51:37,579 INFO [train.py:818] (3/4) Epoch 24, batch 3550, loss[loss=0.1086, over 7394.00 frames. utt_duration=463.6 frames, utt_pad_proportion=0.2757, over 64.00 utterances.], tot_loss[loss=0.07329, over 1467051.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.06065, over 4689.30 utterances.], batch size: 64, lr: 2.34e-04 2022-11-24 13:52:13,147 INFO [train.py:818] (3/4) Epoch 24, batch 3600, loss[loss=0.07024, over 7313.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03132, over 27.00 utterances.], tot_loss[loss=0.07287, over 1466507.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05294, over 4646.25 utterances.], batch size: 27, lr: 2.34e-04 2022-11-24 13:52:51,492 INFO [train.py:818] (3/4) Epoch 24, batch 3650, loss[loss=0.07948, over 7380.00 frames. utt_duration=758.5 frames, utt_pad_proportion=0.1312, over 39.00 utterances.], tot_loss[loss=0.07204, over 1466457.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04992, over 4573.84 utterances.], batch size: 39, lr: 2.34e-04 2022-11-24 13:53:28,337 INFO [train.py:818] (3/4) Epoch 24, batch 3700, loss[loss=0.06842, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008422, over 18.00 utterances.], tot_loss[loss=0.07228, over 1466208.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.0441, over 4510.79 utterances.], batch size: 18, lr: 2.34e-04 2022-11-24 13:54:06,026 INFO [train.py:818] (3/4) Epoch 24, batch 3750, loss[loss=0.06333, over 7463.00 frames. utt_duration=766.9 frames, utt_pad_proportion=0.1285, over 39.00 utterances.], tot_loss[loss=0.07315, over 1466274.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05545, over 4647.01 utterances.], batch size: 39, lr: 2.33e-04 2022-11-24 13:54:42,245 INFO [train.py:818] (3/4) Epoch 24, batch 3800, loss[loss=0.07642, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006962, over 18.00 utterances.], tot_loss[loss=0.07298, over 1466148.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.05222, over 4623.11 utterances.], batch size: 18, lr: 2.33e-04 2022-11-24 13:55:17,966 INFO [train.py:818] (3/4) Epoch 24, batch 3850, loss[loss=0.05655, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.07245, over 1466477.56 frames. utt_duration=1250 frames, utt_pad_proportion=0.05639, over 4699.25 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 13:55:54,994 INFO [train.py:818] (3/4) Epoch 24, batch 3900, loss[loss=0.09106, over 7182.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007898, over 22.00 utterances.], tot_loss[loss=0.07165, over 1465127.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05354, over 4632.71 utterances.], batch size: 22, lr: 2.33e-04 2022-11-24 13:56:31,733 INFO [train.py:818] (3/4) Epoch 24, batch 3950, loss[loss=0.06096, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004937, over 19.00 utterances.], tot_loss[loss=0.07153, over 1464610.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.05457, over 4649.10 utterances.], batch size: 19, lr: 2.33e-04 2022-11-24 13:57:07,443 INFO [train.py:818] (3/4) Epoch 24, batch 4000, loss[loss=0.06074, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007188, over 19.00 utterances.], tot_loss[loss=0.07124, over 1464797.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05851, over 4653.86 utterances.], batch size: 19, lr: 2.33e-04 2022-11-24 13:57:45,671 INFO [train.py:818] (3/4) Epoch 24, batch 4050, loss[loss=0.0695, over 7256.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03905, over 27.00 utterances.], tot_loss[loss=0.07204, over 1464765.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05534, over 4625.58 utterances.], batch size: 27, lr: 2.33e-04 2022-11-24 13:58:21,516 INFO [train.py:818] (3/4) Epoch 24, batch 4100, loss[loss=0.06698, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005926, over 20.00 utterances.], tot_loss[loss=0.07303, over 1465280.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.04943, over 4561.41 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 13:58:58,326 INFO [train.py:818] (3/4) Epoch 24, batch 4150, loss[loss=0.06623, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 20.00 utterances.], tot_loss[loss=0.07436, over 1466001.02 frames. utt_duration=1284 frames, utt_pad_proportion=0.0481, over 4571.57 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 13:59:34,968 INFO [train.py:818] (3/4) Epoch 24, batch 4200, loss[loss=0.07286, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009052, over 23.00 utterances.], tot_loss[loss=0.07453, over 1465241.70 frames. utt_duration=1313 frames, utt_pad_proportion=0.0419, over 4469.85 utterances.], batch size: 23, lr: 2.33e-04 2022-11-24 14:00:11,800 INFO [train.py:818] (3/4) Epoch 24, batch 4250, loss[loss=0.101, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004918, over 21.00 utterances.], tot_loss[loss=0.07551, over 1465170.88 frames. utt_duration=1291 frames, utt_pad_proportion=0.04954, over 4546.36 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:00:46,738 INFO [train.py:818] (3/4) Epoch 24, batch 4300, loss[loss=0.09399, over 7359.00 frames. utt_duration=776 frames, utt_pad_proportion=0.1111, over 38.00 utterances.], tot_loss[loss=0.07674, over 1464909.17 frames. utt_duration=1305 frames, utt_pad_proportion=0.04309, over 4493.58 utterances.], batch size: 38, lr: 2.33e-04 2022-11-24 14:01:23,817 INFO [train.py:818] (3/4) Epoch 24, batch 4350, loss[loss=0.1646, over 7384.00 frames. utt_duration=411.8 frames, utt_pad_proportion=0.3586, over 72.00 utterances.], tot_loss[loss=0.07783, over 1464790.83 frames. utt_duration=1289 frames, utt_pad_proportion=0.04637, over 4549.74 utterances.], batch size: 72, lr: 2.33e-04 2022-11-24 14:02:00,547 INFO [train.py:818] (3/4) Epoch 24, batch 4400, loss[loss=0.09177, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004732, over 19.00 utterances.], tot_loss[loss=0.08122, over 1464353.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.05976, over 4705.80 utterances.], batch size: 19, lr: 2.33e-04 2022-11-24 14:02:36,277 INFO [train.py:818] (3/4) Epoch 24, batch 4450, loss[loss=0.09267, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008691, over 22.00 utterances.], tot_loss[loss=0.08326, over 1464747.76 frames. utt_duration=1235 frames, utt_pad_proportion=0.0626, over 4748.89 utterances.], batch size: 22, lr: 2.33e-04 2022-11-24 14:03:14,677 INFO [train.py:818] (3/4) Epoch 24, batch 4500, loss[loss=0.08703, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02333, over 25.00 utterances.], tot_loss[loss=0.08548, over 1463913.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.05997, over 4720.63 utterances.], batch size: 25, lr: 2.33e-04 2022-11-24 14:03:51,082 INFO [train.py:818] (3/4) Epoch 24, batch 4550, loss[loss=0.1049, over 7244.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0141, over 24.00 utterances.], tot_loss[loss=0.08543, over 1464941.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.05864, over 4689.11 utterances.], batch size: 24, lr: 2.33e-04 2022-11-24 14:04:27,967 INFO [train.py:818] (3/4) Epoch 24, batch 4600, loss[loss=0.09447, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005957, over 21.00 utterances.], tot_loss[loss=0.08601, over 1465913.95 frames. utt_duration=1239 frames, utt_pad_proportion=0.06244, over 4738.81 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:05:04,806 INFO [train.py:818] (3/4) Epoch 24, batch 4650, loss[loss=0.06722, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006297, over 20.00 utterances.], tot_loss[loss=0.08621, over 1466472.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.05814, over 4680.24 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 14:05:40,731 INFO [train.py:818] (3/4) Epoch 24, batch 4700, loss[loss=0.06477, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008808, over 17.00 utterances.], tot_loss[loss=0.0855, over 1466050.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.04882, over 4571.45 utterances.], batch size: 17, lr: 2.33e-04 2022-11-24 14:06:18,082 INFO [train.py:818] (3/4) Epoch 24, batch 4750, loss[loss=0.09884, over 7487.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02487, over 26.00 utterances.], tot_loss[loss=0.08617, over 1466297.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.04875, over 4608.18 utterances.], batch size: 26, lr: 2.33e-04 2022-11-24 14:06:54,470 INFO [train.py:818] (3/4) Epoch 24, batch 4800, loss[loss=0.1072, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005215, over 21.00 utterances.], tot_loss[loss=0.088, over 1466152.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.05487, over 4674.45 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:07:31,983 INFO [train.py:818] (3/4) Epoch 24, batch 4850, loss[loss=0.06084, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007242, over 18.00 utterances.], tot_loss[loss=0.08695, over 1466573.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.05744, over 4702.13 utterances.], batch size: 18, lr: 2.33e-04 2022-11-24 14:08:09,162 INFO [train.py:818] (3/4) Epoch 24, batch 4900, loss[loss=0.1302, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005548, over 20.00 utterances.], tot_loss[loss=0.08842, over 1465989.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.06574, over 4792.33 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 14:08:47,464 INFO [train.py:818] (3/4) Epoch 24, batch 4950, loss[loss=0.1761, over 7437.00 frames. utt_duration=445.7 frames, utt_pad_proportion=0.3014, over 67.00 utterances.], tot_loss[loss=0.08891, over 1465577.29 frames. utt_duration=1192 frames, utt_pad_proportion=0.0781, over 4923.61 utterances.], batch size: 67, lr: 2.33e-04 2022-11-24 14:09:22,938 INFO [train.py:818] (3/4) Epoch 24, batch 5000, loss[loss=0.1276, over 7434.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.3125, over 68.00 utterances.], tot_loss[loss=0.08845, over 1465598.63 frames. utt_duration=1205 frames, utt_pad_proportion=0.07401, over 4872.74 utterances.], batch size: 68, lr: 2.33e-04 2022-11-24 14:10:01,479 INFO [train.py:818] (3/4) Epoch 24, batch 5050, loss[loss=0.05964, over 7241.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03924, over 16.00 utterances.], tot_loss[loss=0.09058, over 1464577.13 frames. utt_duration=1212 frames, utt_pad_proportion=0.07212, over 4839.01 utterances.], batch size: 16, lr: 2.33e-04 2022-11-24 14:10:37,672 INFO [train.py:818] (3/4) Epoch 24, batch 5100, loss[loss=0.06901, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00564, over 20.00 utterances.], tot_loss[loss=0.09025, over 1465770.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.0688, over 4778.64 utterances.], batch size: 20, lr: 2.33e-04 2022-11-24 14:11:14,799 INFO [train.py:818] (3/4) Epoch 24, batch 5150, loss[loss=0.08816, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006388, over 21.00 utterances.], tot_loss[loss=0.09103, over 1465970.19 frames. utt_duration=1199 frames, utt_pad_proportion=0.07494, over 4896.57 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:11:52,927 INFO [train.py:818] (3/4) Epoch 24, batch 5200, loss[loss=0.0898, over 7421.00 frames. utt_duration=1651 frames, utt_pad_proportion=0.009698, over 18.00 utterances.], tot_loss[loss=0.09079, over 1466155.93 frames. utt_duration=1173 frames, utt_pad_proportion=0.0816, over 5004.10 utterances.], batch size: 18, lr: 2.33e-04 2022-11-24 14:12:28,409 INFO [train.py:818] (3/4) Epoch 24, batch 5250, loss[loss=0.1119, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007055, over 19.00 utterances.], tot_loss[loss=0.08963, over 1466687.35 frames. utt_duration=1198 frames, utt_pad_proportion=0.07368, over 4904.15 utterances.], batch size: 19, lr: 2.33e-04 2022-11-24 14:13:06,021 INFO [train.py:818] (3/4) Epoch 24, batch 5300, loss[loss=0.0649, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 21.00 utterances.], tot_loss[loss=0.09026, over 1465655.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.07423, over 4913.84 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:13:42,203 INFO [train.py:818] (3/4) Epoch 24, batch 5350, loss[loss=0.0599, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01134, over 17.00 utterances.], tot_loss[loss=0.09022, over 1466128.95 frames. utt_duration=1182 frames, utt_pad_proportion=0.07907, over 4969.68 utterances.], batch size: 17, lr: 2.33e-04 2022-11-24 14:14:17,750 INFO [train.py:818] (3/4) Epoch 24, batch 5400, loss[loss=0.09235, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005689, over 19.00 utterances.], tot_loss[loss=0.08935, over 1467326.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.07514, over 4874.70 utterances.], batch size: 19, lr: 2.33e-04 2022-11-24 14:14:55,008 INFO [train.py:818] (3/4) Epoch 24, batch 5450, loss[loss=0.1381, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004785, over 21.00 utterances.], tot_loss[loss=0.08967, over 1467407.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.06904, over 4816.95 utterances.], batch size: 21, lr: 2.33e-04 2022-11-24 14:15:32,322 INFO [train.py:818] (3/4) Epoch 24, batch 5500, loss[loss=0.1173, over 7470.00 frames. utt_duration=422.4 frames, utt_pad_proportion=0.323, over 71.00 utterances.], tot_loss[loss=0.08956, over 1467458.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.07389, over 4862.32 utterances.], batch size: 71, lr: 2.33e-04 2022-11-24 14:16:09,045 INFO [train.py:818] (3/4) Epoch 24, batch 5550, loss[loss=0.05682, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.08965, over 1466617.90 frames. utt_duration=1213 frames, utt_pad_proportion=0.0721, over 4841.99 utterances.], batch size: 20, lr: 2.32e-04 2022-11-24 14:16:47,548 INFO [train.py:818] (3/4) Epoch 24, batch 5600, loss[loss=0.138, over 7427.00 frames. utt_duration=419.9 frames, utt_pad_proportion=0.346, over 71.00 utterances.], tot_loss[loss=0.08959, over 1465880.14 frames. utt_duration=1180 frames, utt_pad_proportion=0.08584, over 4977.30 utterances.], batch size: 71, lr: 2.32e-04 2022-11-24 14:17:22,415 INFO [train.py:818] (3/4) Epoch 24, batch 5650, loss[loss=0.03834, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01108, over 17.00 utterances.], tot_loss[loss=0.08871, over 1465340.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.07398, over 4803.41 utterances.], batch size: 17, lr: 2.32e-04 2022-11-24 14:17:59,638 INFO [train.py:818] (3/4) Epoch 24, batch 5700, loss[loss=0.1516, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01308, over 24.00 utterances.], tot_loss[loss=0.08912, over 1465684.29 frames. utt_duration=1222 frames, utt_pad_proportion=0.07062, over 4803.07 utterances.], batch size: 24, lr: 2.32e-04 2022-11-24 14:18:36,621 INFO [train.py:818] (3/4) Epoch 24, batch 5750, loss[loss=0.0607, over 7389.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006646, over 19.00 utterances.], tot_loss[loss=0.09008, over 1465331.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.06649, over 4809.45 utterances.], batch size: 19, lr: 2.32e-04 2022-11-24 14:19:12,054 INFO [train.py:818] (3/4) Epoch 24, batch 5800, loss[loss=0.06037, over 7302.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.02195, over 16.00 utterances.], tot_loss[loss=0.09048, over 1465793.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.0734, over 4864.14 utterances.], batch size: 16, lr: 2.32e-04 2022-11-24 14:19:50,832 INFO [train.py:818] (3/4) Epoch 24, batch 5850, loss[loss=0.07504, over 7317.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.006679, over 17.00 utterances.], tot_loss[loss=0.09008, over 1465742.87 frames. utt_duration=1211 frames, utt_pad_proportion=0.0695, over 4845.71 utterances.], batch size: 17, lr: 2.32e-04 2022-11-24 14:20:27,005 INFO [train.py:818] (3/4) Epoch 24, batch 5900, loss[loss=0.0525, over 7203.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006239, over 19.00 utterances.], tot_loss[loss=0.09002, over 1465597.00 frames. utt_duration=1222 frames, utt_pad_proportion=0.06418, over 4802.67 utterances.], batch size: 19, lr: 2.32e-04 2022-11-24 14:21:02,391 INFO [train.py:818] (3/4) Epoch 24, batch 5950, loss[loss=0.08942, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00796, over 22.00 utterances.], tot_loss[loss=0.08896, over 1465292.22 frames. utt_duration=1228 frames, utt_pad_proportion=0.06268, over 4776.88 utterances.], batch size: 22, lr: 2.32e-04 2022-11-24 14:21:39,932 INFO [train.py:818] (3/4) Epoch 24, batch 6000, loss[loss=0.09886, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005944, over 21.00 utterances.], tot_loss[loss=0.08783, over 1465035.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06304, over 4749.09 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:21:39,934 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 14:21:59,981 INFO [train.py:847] (3/4) Epoch 24, validation: loss=0.04634, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 14:22:36,000 INFO [train.py:818] (3/4) Epoch 24, batch 6050, loss[loss=0.0491, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006384, over 18.00 utterances.], tot_loss[loss=0.08752, over 1464267.35 frames. utt_duration=1238 frames, utt_pad_proportion=0.06194, over 4737.00 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:23:14,174 INFO [train.py:818] (3/4) Epoch 24, batch 6100, loss[loss=0.073, over 7241.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01515, over 24.00 utterances.], tot_loss[loss=0.0872, over 1464171.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.0658, over 4797.33 utterances.], batch size: 24, lr: 2.32e-04 2022-11-24 14:23:51,997 INFO [train.py:818] (3/4) Epoch 24, batch 6150, loss[loss=0.08255, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006941, over 21.00 utterances.], tot_loss[loss=0.08799, over 1463646.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06261, over 4755.55 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:24:27,867 INFO [train.py:818] (3/4) Epoch 24, batch 6200, loss[loss=0.08882, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006932, over 18.00 utterances.], tot_loss[loss=0.08826, over 1463893.12 frames. utt_duration=1240 frames, utt_pad_proportion=0.05898, over 4726.39 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:25:05,456 INFO [train.py:818] (3/4) Epoch 24, batch 6250, loss[loss=0.08986, over 7459.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006258, over 18.00 utterances.], tot_loss[loss=0.08892, over 1464468.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.05849, over 4678.66 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:25:40,587 INFO [train.py:818] (3/4) Epoch 24, batch 6300, loss[loss=0.09281, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005483, over 20.00 utterances.], tot_loss[loss=0.08897, over 1464649.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05584, over 4677.84 utterances.], batch size: 20, lr: 2.32e-04 2022-11-24 14:26:17,153 INFO [train.py:818] (3/4) Epoch 24, batch 6350, loss[loss=0.06037, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005819, over 21.00 utterances.], tot_loss[loss=0.08804, over 1466087.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05248, over 4622.52 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:26:54,719 INFO [train.py:818] (3/4) Epoch 24, batch 6400, loss[loss=0.09921, over 7442.00 frames. utt_duration=764.7 frames, utt_pad_proportion=0.1271, over 39.00 utterances.], tot_loss[loss=0.08836, over 1466183.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05511, over 4643.82 utterances.], batch size: 39, lr: 2.32e-04 2022-11-24 14:27:32,236 INFO [train.py:818] (3/4) Epoch 24, batch 6450, loss[loss=0.08758, over 7488.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02589, over 26.00 utterances.], tot_loss[loss=0.08801, over 1467758.99 frames. utt_duration=1248 frames, utt_pad_proportion=0.05951, over 4710.54 utterances.], batch size: 26, lr: 2.32e-04 2022-11-24 14:28:09,946 INFO [train.py:818] (3/4) Epoch 24, batch 6500, loss[loss=0.07184, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005915, over 19.00 utterances.], tot_loss[loss=0.08763, over 1468216.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06411, over 4749.04 utterances.], batch size: 19, lr: 2.32e-04 2022-11-24 14:28:46,985 INFO [train.py:818] (3/4) Epoch 24, batch 6550, loss[loss=0.09813, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.003727, over 21.00 utterances.], tot_loss[loss=0.0882, over 1467741.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.0692, over 4831.78 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:29:23,947 INFO [train.py:818] (3/4) Epoch 24, batch 6600, loss[loss=0.0556, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007303, over 18.00 utterances.], tot_loss[loss=0.08742, over 1467537.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.07508, over 4846.12 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:30:01,797 INFO [train.py:818] (3/4) Epoch 24, batch 6650, loss[loss=0.07449, over 7443.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.006932, over 18.00 utterances.], tot_loss[loss=0.08762, over 1467521.61 frames. utt_duration=1209 frames, utt_pad_proportion=0.07522, over 4859.56 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:30:38,833 INFO [train.py:818] (3/4) Epoch 24, batch 6700, loss[loss=0.06629, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005418, over 21.00 utterances.], tot_loss[loss=0.08771, over 1466651.86 frames. utt_duration=1193 frames, utt_pad_proportion=0.07828, over 4922.58 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:31:14,460 INFO [train.py:818] (3/4) Epoch 24, batch 6750, loss[loss=0.1107, over 7228.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01336, over 24.00 utterances.], tot_loss[loss=0.08606, over 1466973.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07086, over 4855.42 utterances.], batch size: 24, lr: 2.32e-04 2022-11-24 14:31:53,503 INFO [train.py:818] (3/4) Epoch 24, batch 6800, loss[loss=0.06286, over 7316.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007622, over 18.00 utterances.], tot_loss[loss=0.08672, over 1466277.52 frames. utt_duration=1171 frames, utt_pad_proportion=0.08212, over 5016.95 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:32:29,945 INFO [train.py:818] (3/4) Epoch 24, batch 6850, loss[loss=0.1534, over 7296.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.08698, over 1465459.51 frames. utt_duration=1185 frames, utt_pad_proportion=0.08079, over 4954.34 utterances.], batch size: 20, lr: 2.32e-04 2022-11-24 14:33:05,655 INFO [train.py:818] (3/4) Epoch 24, batch 6900, loss[loss=0.08322, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005107, over 20.00 utterances.], tot_loss[loss=0.08716, over 1465684.06 frames. utt_duration=1194 frames, utt_pad_proportion=0.07677, over 4917.40 utterances.], batch size: 20, lr: 2.32e-04 2022-11-24 14:33:43,780 INFO [train.py:818] (3/4) Epoch 24, batch 6950, loss[loss=0.0789, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006779, over 21.00 utterances.], tot_loss[loss=0.08714, over 1465809.62 frames. utt_duration=1188 frames, utt_pad_proportion=0.07691, over 4940.97 utterances.], batch size: 21, lr: 2.32e-04 2022-11-24 14:34:19,881 INFO [train.py:818] (3/4) Epoch 24, batch 7000, loss[loss=0.08767, over 7182.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007766, over 22.00 utterances.], tot_loss[loss=0.08725, over 1465507.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.06642, over 4839.20 utterances.], batch size: 22, lr: 2.32e-04 2022-11-24 14:34:57,230 INFO [train.py:818] (3/4) Epoch 24, batch 7050, loss[loss=0.09275, over 7325.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007211, over 18.00 utterances.], tot_loss[loss=0.08764, over 1465656.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.06554, over 4839.90 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:35:34,497 INFO [train.py:818] (3/4) Epoch 24, batch 7100, loss[loss=0.1268, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006204, over 19.00 utterances.], tot_loss[loss=0.08815, over 1466070.55 frames. utt_duration=1208 frames, utt_pad_proportion=0.06711, over 4860.79 utterances.], batch size: 19, lr: 2.32e-04 2022-11-24 14:36:10,538 INFO [train.py:818] (3/4) Epoch 24, batch 7150, loss[loss=0.07256, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005887, over 22.00 utterances.], tot_loss[loss=0.08668, over 1465432.65 frames. utt_duration=1223 frames, utt_pad_proportion=0.06052, over 4799.60 utterances.], batch size: 22, lr: 2.32e-04 2022-11-24 14:36:48,552 INFO [train.py:818] (3/4) Epoch 24, batch 7200, loss[loss=0.08106, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008527, over 18.00 utterances.], tot_loss[loss=0.08661, over 1465671.71 frames. utt_duration=1204 frames, utt_pad_proportion=0.06653, over 4877.12 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:37:25,336 INFO [train.py:818] (3/4) Epoch 24, batch 7250, loss[loss=0.06994, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009079, over 18.00 utterances.], tot_loss[loss=0.08647, over 1466745.13 frames. utt_duration=1203 frames, utt_pad_proportion=0.06799, over 4882.59 utterances.], batch size: 18, lr: 2.32e-04 2022-11-24 14:38:02,110 INFO [train.py:818] (3/4) Epoch 24, batch 7300, loss[loss=0.09608, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01017, over 23.00 utterances.], tot_loss[loss=0.08718, over 1467662.34 frames. utt_duration=1196 frames, utt_pad_proportion=0.07105, over 4913.50 utterances.], batch size: 23, lr: 2.32e-04 2022-11-24 14:38:40,480 INFO [train.py:818] (3/4) Epoch 24, batch 7350, loss[loss=0.07804, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007086, over 17.00 utterances.], tot_loss[loss=0.08697, over 1466213.10 frames. utt_duration=1211 frames, utt_pad_proportion=0.06662, over 4848.00 utterances.], batch size: 17, lr: 2.31e-04 2022-11-24 14:39:17,896 INFO [train.py:818] (3/4) Epoch 24, batch 7400, loss[loss=0.08019, over 7305.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004899, over 19.00 utterances.], tot_loss[loss=0.0862, over 1466141.64 frames. utt_duration=1202 frames, utt_pad_proportion=0.06979, over 4887.01 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:39:56,982 INFO [train.py:818] (3/4) Epoch 24, batch 7450, loss[loss=0.09066, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005702, over 21.00 utterances.], tot_loss[loss=0.08627, over 1466009.39 frames. utt_duration=1199 frames, utt_pad_proportion=0.07283, over 4895.68 utterances.], batch size: 21, lr: 2.31e-04 2022-11-24 14:40:35,374 INFO [train.py:818] (3/4) Epoch 24, batch 7500, loss[loss=0.05614, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007991, over 18.00 utterances.], tot_loss[loss=0.08701, over 1465071.44 frames. utt_duration=1175 frames, utt_pad_proportion=0.08008, over 4993.30 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:41:12,534 INFO [train.py:818] (3/4) Epoch 24, batch 7550, loss[loss=0.1143, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008261, over 18.00 utterances.], tot_loss[loss=0.08855, over 1465381.84 frames. utt_duration=1193 frames, utt_pad_proportion=0.07632, over 4919.86 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:41:50,830 INFO [train.py:818] (3/4) Epoch 24, batch 7600, loss[loss=0.09945, over 7205.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005893, over 18.00 utterances.], tot_loss[loss=0.08759, over 1466176.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.07173, over 4847.29 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:42:29,124 INFO [train.py:818] (3/4) Epoch 24, batch 7650, loss[loss=0.09847, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004918, over 21.00 utterances.], tot_loss[loss=0.08761, over 1467418.72 frames. utt_duration=1195 frames, utt_pad_proportion=0.08158, over 4917.55 utterances.], batch size: 21, lr: 2.31e-04 2022-11-24 14:43:06,598 INFO [train.py:818] (3/4) Epoch 24, batch 7700, loss[loss=0.09096, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006083, over 18.00 utterances.], tot_loss[loss=0.08842, over 1467647.61 frames. utt_duration=1181 frames, utt_pad_proportion=0.08509, over 4978.28 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:43:45,840 INFO [train.py:818] (3/4) Epoch 24, batch 7750, loss[loss=0.08819, over 7482.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005708, over 19.00 utterances.], tot_loss[loss=0.0873, over 1467630.11 frames. utt_duration=1193 frames, utt_pad_proportion=0.0822, over 4928.23 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:44:22,754 INFO [train.py:818] (3/4) Epoch 24, batch 7800, loss[loss=0.0906, over 7321.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007891, over 17.00 utterances.], tot_loss[loss=0.08741, over 1465557.49 frames. utt_duration=1196 frames, utt_pad_proportion=0.08283, over 4908.47 utterances.], batch size: 17, lr: 2.31e-04 2022-11-24 14:45:00,042 INFO [train.py:818] (3/4) Epoch 24, batch 7850, loss[loss=0.1352, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01067, over 17.00 utterances.], tot_loss[loss=0.08784, over 1465112.32 frames. utt_duration=1201 frames, utt_pad_proportion=0.07874, over 4883.78 utterances.], batch size: 17, lr: 2.31e-04 2022-11-24 14:45:37,761 INFO [train.py:818] (3/4) Epoch 24, batch 7900, loss[loss=0.05827, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00575, over 19.00 utterances.], tot_loss[loss=0.08793, over 1465552.41 frames. utt_duration=1215 frames, utt_pad_proportion=0.07235, over 4831.39 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:46:15,217 INFO [train.py:818] (3/4) Epoch 24, batch 7950, loss[loss=0.05152, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007789, over 18.00 utterances.], tot_loss[loss=0.08872, over 1465360.35 frames. utt_duration=1170 frames, utt_pad_proportion=0.09005, over 5014.71 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:46:52,699 INFO [train.py:818] (3/4) Epoch 24, batch 8000, loss[loss=0.09039, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005183, over 21.00 utterances.], tot_loss[loss=0.08736, over 1465377.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07969, over 4882.33 utterances.], batch size: 21, lr: 2.31e-04 2022-11-24 14:47:29,946 INFO [train.py:818] (3/4) Epoch 24, batch 8050, loss[loss=0.0791, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007888, over 18.00 utterances.], tot_loss[loss=0.08906, over 1465615.80 frames. utt_duration=1193 frames, utt_pad_proportion=0.08005, over 4920.67 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:48:06,362 INFO [train.py:818] (3/4) Epoch 24, batch 8100, loss[loss=0.0877, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009541, over 23.00 utterances.], tot_loss[loss=0.08808, over 1465360.10 frames. utt_duration=1194 frames, utt_pad_proportion=0.07733, over 4916.79 utterances.], batch size: 23, lr: 2.31e-04 2022-11-24 14:48:45,158 INFO [train.py:818] (3/4) Epoch 24, batch 8150, loss[loss=0.09228, over 7428.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005318, over 22.00 utterances.], tot_loss[loss=0.08706, over 1465718.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07773, over 4881.29 utterances.], batch size: 22, lr: 2.31e-04 2022-11-24 14:49:22,478 INFO [train.py:818] (3/4) Epoch 24, batch 8200, loss[loss=0.06414, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005172, over 19.00 utterances.], tot_loss[loss=0.0876, over 1467100.12 frames. utt_duration=1205 frames, utt_pad_proportion=0.07704, over 4875.02 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:50:00,795 INFO [train.py:818] (3/4) Epoch 24, batch 8250, loss[loss=0.1017, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006048, over 21.00 utterances.], tot_loss[loss=0.08809, over 1466903.17 frames. utt_duration=1196 frames, utt_pad_proportion=0.08284, over 4913.26 utterances.], batch size: 21, lr: 2.31e-04 2022-11-24 14:50:37,600 INFO [train.py:818] (3/4) Epoch 24, batch 8300, loss[loss=0.1133, over 7486.00 frames. utt_duration=769.1 frames, utt_pad_proportion=0.1211, over 39.00 utterances.], tot_loss[loss=0.08756, over 1467506.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.07393, over 4808.95 utterances.], batch size: 39, lr: 2.31e-04 2022-11-24 14:51:13,737 INFO [train.py:818] (3/4) Epoch 24, batch 8350, loss[loss=0.0833, over 7327.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.0296, over 27.00 utterances.], tot_loss[loss=0.08811, over 1467016.48 frames. utt_duration=1199 frames, utt_pad_proportion=0.07899, over 4901.86 utterances.], batch size: 27, lr: 2.31e-04 2022-11-24 14:51:51,543 INFO [train.py:818] (3/4) Epoch 24, batch 8400, loss[loss=0.07368, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007999, over 18.00 utterances.], tot_loss[loss=0.08835, over 1466944.31 frames. utt_duration=1178 frames, utt_pad_proportion=0.08473, over 4987.72 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:52:29,926 INFO [train.py:818] (3/4) Epoch 24, batch 8450, loss[loss=0.05978, over 7395.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004338, over 20.00 utterances.], tot_loss[loss=0.0889, over 1467382.54 frames. utt_duration=1180 frames, utt_pad_proportion=0.08262, over 4982.32 utterances.], batch size: 20, lr: 2.31e-04 2022-11-24 14:53:05,750 INFO [train.py:818] (3/4) Epoch 24, batch 8500, loss[loss=0.08645, over 7247.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.06269, over 30.00 utterances.], tot_loss[loss=0.08936, over 1467736.04 frames. utt_duration=1187 frames, utt_pad_proportion=0.07868, over 4953.02 utterances.], batch size: 30, lr: 2.31e-04 2022-11-24 14:53:43,649 INFO [train.py:818] (3/4) Epoch 24, batch 8550, loss[loss=0.06493, over 7325.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006472, over 17.00 utterances.], tot_loss[loss=0.08785, over 1467496.37 frames. utt_duration=1198 frames, utt_pad_proportion=0.07337, over 4905.45 utterances.], batch size: 17, lr: 2.31e-04 2022-11-24 14:54:21,636 INFO [train.py:818] (3/4) Epoch 24, batch 8600, loss[loss=0.07455, over 7391.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006646, over 19.00 utterances.], tot_loss[loss=0.08805, over 1468445.93 frames. utt_duration=1201 frames, utt_pad_proportion=0.0718, over 4895.99 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:54:57,948 INFO [train.py:818] (3/4) Epoch 24, batch 8650, loss[loss=0.1099, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0141, over 24.00 utterances.], tot_loss[loss=0.08722, over 1468001.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06889, over 4813.72 utterances.], batch size: 24, lr: 2.31e-04 2022-11-24 14:55:34,101 INFO [train.py:818] (3/4) Epoch 24, batch 8700, loss[loss=0.07204, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006075, over 19.00 utterances.], tot_loss[loss=0.08733, over 1467177.63 frames. utt_duration=1214 frames, utt_pad_proportion=0.07091, over 4840.84 utterances.], batch size: 19, lr: 2.31e-04 2022-11-24 14:56:09,779 INFO [train.py:818] (3/4) Epoch 24, batch 8750, loss[loss=0.08936, over 7252.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.06441, over 30.00 utterances.], tot_loss[loss=0.08691, over 1466985.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06127, over 4724.66 utterances.], batch size: 30, lr: 2.31e-04 2022-11-24 14:56:46,061 INFO [train.py:818] (3/4) Epoch 24, batch 8800, loss[loss=0.08768, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.005865, over 18.00 utterances.], tot_loss[loss=0.0865, over 1466888.32 frames. utt_duration=1245 frames, utt_pad_proportion=0.05916, over 4720.40 utterances.], batch size: 18, lr: 2.31e-04 2022-11-24 14:57:21,138 INFO [train.py:818] (3/4) Epoch 24, batch 8850, loss[loss=0.07121, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.08626, over 1466736.84 frames. utt_duration=1252 frames, utt_pad_proportion=0.05751, over 4691.54 utterances.], batch size: 17, lr: 2.31e-04 2022-11-24 14:58:34,291 INFO [train.py:818] (3/4) Epoch 25, batch 0, loss[loss=0.0656, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.0656, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], batch size: 20, lr: 2.26e-04 2022-11-24 14:59:10,046 INFO [train.py:818] (3/4) Epoch 25, batch 50, loss[loss=0.05138, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005587, over 21.00 utterances.], tot_loss[loss=0.07719, over 331903.99 frames. utt_duration=1321 frames, utt_pad_proportion=0.0414, over 1006.24 utterances.], batch size: 21, lr: 2.26e-04 2022-11-24 14:59:46,102 INFO [train.py:818] (3/4) Epoch 25, batch 100, loss[loss=0.1089, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005514, over 20.00 utterances.], tot_loss[loss=0.07376, over 582801.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.06477, over 1853.71 utterances.], batch size: 20, lr: 2.26e-04 2022-11-24 15:00:23,234 INFO [train.py:818] (3/4) Epoch 25, batch 150, loss[loss=0.08958, over 7295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005954, over 19.00 utterances.], tot_loss[loss=0.07315, over 777310.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.05449, over 2422.46 utterances.], batch size: 19, lr: 2.26e-04 2022-11-24 15:00:58,739 INFO [train.py:818] (3/4) Epoch 25, batch 200, loss[loss=0.07138, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005813, over 20.00 utterances.], tot_loss[loss=0.07297, over 930116.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.05084, over 2914.09 utterances.], batch size: 20, lr: 2.26e-04 2022-11-24 15:01:36,823 INFO [train.py:818] (3/4) Epoch 25, batch 250, loss[loss=0.07445, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01643, over 24.00 utterances.], tot_loss[loss=0.07467, over 1049617.99 frames. utt_duration=1199 frames, utt_pad_proportion=0.0746, over 3505.55 utterances.], batch size: 24, lr: 2.26e-04 2022-11-24 15:02:12,433 INFO [train.py:818] (3/4) Epoch 25, batch 300, loss[loss=0.0526, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 19.00 utterances.], tot_loss[loss=0.07305, over 1142052.41 frames. utt_duration=1238 frames, utt_pad_proportion=0.06178, over 3693.62 utterances.], batch size: 19, lr: 2.26e-04 2022-11-24 15:02:48,151 INFO [train.py:818] (3/4) Epoch 25, batch 350, loss[loss=0.1072, over 7243.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.03627, over 27.00 utterances.], tot_loss[loss=0.07108, over 1213252.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05544, over 3853.09 utterances.], batch size: 27, lr: 2.26e-04 2022-11-24 15:03:26,890 INFO [train.py:818] (3/4) Epoch 25, batch 400, loss[loss=0.06805, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008739, over 17.00 utterances.], tot_loss[loss=0.07186, over 1269102.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05568, over 4021.57 utterances.], batch size: 17, lr: 2.26e-04 2022-11-24 15:04:02,361 INFO [train.py:818] (3/4) Epoch 25, batch 450, loss[loss=0.07251, over 7285.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03263, over 27.00 utterances.], tot_loss[loss=0.07148, over 1312745.96 frames. utt_duration=1285 frames, utt_pad_proportion=0.05174, over 4090.63 utterances.], batch size: 27, lr: 2.26e-04 2022-11-24 15:04:37,741 INFO [train.py:818] (3/4) Epoch 25, batch 500, loss[loss=0.05073, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005578, over 20.00 utterances.], tot_loss[loss=0.07109, over 1347057.70 frames. utt_duration=1322 frames, utt_pad_proportion=0.04282, over 4079.72 utterances.], batch size: 20, lr: 2.26e-04 2022-11-24 15:05:16,242 INFO [train.py:818] (3/4) Epoch 25, batch 550, loss[loss=0.0886, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008304, over 17.00 utterances.], tot_loss[loss=0.07089, over 1373461.23 frames. utt_duration=1311 frames, utt_pad_proportion=0.04425, over 4194.35 utterances.], batch size: 17, lr: 2.26e-04 2022-11-24 15:05:51,706 INFO [train.py:818] (3/4) Epoch 25, batch 600, loss[loss=0.04767, over 7306.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009378, over 18.00 utterances.], tot_loss[loss=0.07058, over 1392316.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.05143, over 4297.71 utterances.], batch size: 18, lr: 2.26e-04 2022-11-24 15:06:27,959 INFO [train.py:818] (3/4) Epoch 25, batch 650, loss[loss=0.07305, over 7485.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004187, over 21.00 utterances.], tot_loss[loss=0.07064, over 1409175.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.06078, over 4459.14 utterances.], batch size: 21, lr: 2.26e-04 2022-11-24 15:07:06,222 INFO [train.py:818] (3/4) Epoch 25, batch 700, loss[loss=0.06832, over 7430.00 frames. utt_duration=458.8 frames, utt_pad_proportion=0.2843, over 65.00 utterances.], tot_loss[loss=0.06942, over 1420985.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.07022, over 4604.86 utterances.], batch size: 65, lr: 2.26e-04 2022-11-24 15:07:41,462 INFO [train.py:818] (3/4) Epoch 25, batch 750, loss[loss=0.07024, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01299, over 24.00 utterances.], tot_loss[loss=0.06871, over 1430763.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.05842, over 4495.38 utterances.], batch size: 24, lr: 2.26e-04 2022-11-24 15:08:16,655 INFO [train.py:818] (3/4) Epoch 25, batch 800, loss[loss=0.05944, over 7187.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008444, over 18.00 utterances.], tot_loss[loss=0.06839, over 1438124.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04977, over 4476.41 utterances.], batch size: 18, lr: 2.26e-04 2022-11-24 15:08:55,459 INFO [train.py:818] (3/4) Epoch 25, batch 850, loss[loss=0.08057, over 7304.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005103, over 19.00 utterances.], tot_loss[loss=0.06925, over 1444640.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.0667, over 4674.57 utterances.], batch size: 19, lr: 2.26e-04 2022-11-24 15:09:31,002 INFO [train.py:818] (3/4) Epoch 25, batch 900, loss[loss=0.1074, over 7360.00 frames. utt_duration=775.9 frames, utt_pad_proportion=0.1112, over 38.00 utterances.], tot_loss[loss=0.07009, over 1450045.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.06719, over 4743.18 utterances.], batch size: 38, lr: 2.26e-04 2022-11-24 15:10:08,301 INFO [train.py:818] (3/4) Epoch 25, batch 950, loss[loss=0.07988, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00686, over 21.00 utterances.], tot_loss[loss=0.07064, over 1452097.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06713, over 4727.93 utterances.], batch size: 21, lr: 2.26e-04 2022-11-24 15:10:44,774 INFO [train.py:818] (3/4) Epoch 25, batch 1000, loss[loss=0.07108, over 7255.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01156, over 24.00 utterances.], tot_loss[loss=0.07098, over 1455790.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.06164, over 4687.10 utterances.], batch size: 24, lr: 2.26e-04 2022-11-24 15:11:21,033 INFO [train.py:818] (3/4) Epoch 25, batch 1050, loss[loss=0.08308, over 7181.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01169, over 23.00 utterances.], tot_loss[loss=0.07124, over 1457913.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.05987, over 4689.00 utterances.], batch size: 23, lr: 2.26e-04 2022-11-24 15:11:57,066 INFO [train.py:818] (3/4) Epoch 25, batch 1100, loss[loss=0.08072, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005867, over 19.00 utterances.], tot_loss[loss=0.07082, over 1458731.18 frames. utt_duration=1247 frames, utt_pad_proportion=0.05645, over 4686.08 utterances.], batch size: 19, lr: 2.26e-04 2022-11-24 15:12:33,838 INFO [train.py:818] (3/4) Epoch 25, batch 1150, loss[loss=0.08656, over 7469.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.007205, over 20.00 utterances.], tot_loss[loss=0.07206, over 1460026.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05661, over 4678.53 utterances.], batch size: 20, lr: 2.25e-04 2022-11-24 15:13:10,304 INFO [train.py:818] (3/4) Epoch 25, batch 1200, loss[loss=0.0592, over 7386.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006485, over 20.00 utterances.], tot_loss[loss=0.07199, over 1461116.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05298, over 4612.32 utterances.], batch size: 20, lr: 2.25e-04 2022-11-24 15:13:48,070 INFO [train.py:818] (3/4) Epoch 25, batch 1250, loss[loss=0.05962, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008113, over 22.00 utterances.], tot_loss[loss=0.07142, over 1461859.41 frames. utt_duration=1269 frames, utt_pad_proportion=0.05368, over 4613.15 utterances.], batch size: 22, lr: 2.25e-04 2022-11-24 15:14:25,416 INFO [train.py:818] (3/4) Epoch 25, batch 1300, loss[loss=0.05954, over 7313.00 frames. utt_duration=1830 frames, utt_pad_proportion=0.03478, over 16.00 utterances.], tot_loss[loss=0.07193, over 1462548.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05662, over 4641.83 utterances.], batch size: 16, lr: 2.25e-04 2022-11-24 15:15:01,479 INFO [train.py:818] (3/4) Epoch 25, batch 1350, loss[loss=0.08725, over 7475.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01295, over 24.00 utterances.], tot_loss[loss=0.07201, over 1463148.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.05385, over 4631.83 utterances.], batch size: 24, lr: 2.25e-04 2022-11-24 15:15:38,195 INFO [train.py:818] (3/4) Epoch 25, batch 1400, loss[loss=0.0815, over 7488.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01102, over 23.00 utterances.], tot_loss[loss=0.07243, over 1463703.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.04985, over 4573.62 utterances.], batch size: 23, lr: 2.25e-04 2022-11-24 15:16:15,624 INFO [train.py:818] (3/4) Epoch 25, batch 1450, loss[loss=0.06928, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007681, over 18.00 utterances.], tot_loss[loss=0.07297, over 1464764.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.05593, over 4651.85 utterances.], batch size: 18, lr: 2.25e-04 2022-11-24 15:16:51,203 INFO [train.py:818] (3/4) Epoch 25, batch 1500, loss[loss=0.05823, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005184, over 21.00 utterances.], tot_loss[loss=0.07279, over 1464474.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.05683, over 4660.09 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:17:28,509 INFO [train.py:818] (3/4) Epoch 25, batch 1550, loss[loss=0.06719, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.07379, over 1465610.65 frames. utt_duration=1254 frames, utt_pad_proportion=0.0598, over 4680.99 utterances.], batch size: 17, lr: 2.25e-04 2022-11-24 15:18:03,996 INFO [train.py:818] (3/4) Epoch 25, batch 1600, loss[loss=0.09051, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.07358, over 1466418.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.05978, over 4712.35 utterances.], batch size: 20, lr: 2.25e-04 2022-11-24 15:18:39,847 INFO [train.py:818] (3/4) Epoch 25, batch 1650, loss[loss=0.08076, over 7283.00 frames. utt_duration=768.4 frames, utt_pad_proportion=0.1168, over 38.00 utterances.], tot_loss[loss=0.0732, over 1466124.79 frames. utt_duration=1245 frames, utt_pad_proportion=0.06251, over 4717.69 utterances.], batch size: 38, lr: 2.25e-04 2022-11-24 15:19:16,247 INFO [train.py:818] (3/4) Epoch 25, batch 1700, loss[loss=0.05237, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006778, over 21.00 utterances.], tot_loss[loss=0.07394, over 1467153.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06005, over 4713.11 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:19:52,095 INFO [train.py:818] (3/4) Epoch 25, batch 1750, loss[loss=0.08749, over 7464.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006779, over 21.00 utterances.], tot_loss[loss=0.07454, over 1466989.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05825, over 4662.60 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:20:27,954 INFO [train.py:818] (3/4) Epoch 25, batch 1800, loss[loss=0.05462, over 7110.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00486, over 18.00 utterances.], tot_loss[loss=0.07462, over 1466388.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05766, over 4662.54 utterances.], batch size: 18, lr: 2.25e-04 2022-11-24 15:21:04,201 INFO [train.py:818] (3/4) Epoch 25, batch 1850, loss[loss=0.06014, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.00549, over 20.00 utterances.], tot_loss[loss=0.07398, over 1465216.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.04899, over 4559.25 utterances.], batch size: 20, lr: 2.25e-04 2022-11-24 15:21:40,436 INFO [train.py:818] (3/4) Epoch 25, batch 1900, loss[loss=0.07797, over 7256.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03331, over 16.00 utterances.], tot_loss[loss=0.07458, over 1464567.41 frames. utt_duration=1293 frames, utt_pad_proportion=0.04898, over 4535.09 utterances.], batch size: 16, lr: 2.25e-04 2022-11-24 15:22:17,580 INFO [train.py:818] (3/4) Epoch 25, batch 1950, loss[loss=0.05173, over 7288.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03979, over 16.00 utterances.], tot_loss[loss=0.0748, over 1463524.05 frames. utt_duration=1286 frames, utt_pad_proportion=0.04937, over 4558.73 utterances.], batch size: 16, lr: 2.25e-04 2022-11-24 15:22:54,033 INFO [train.py:818] (3/4) Epoch 25, batch 2000, loss[loss=0.06001, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00949, over 23.00 utterances.], tot_loss[loss=0.07412, over 1462812.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.05211, over 4565.52 utterances.], batch size: 23, lr: 2.25e-04 2022-11-24 15:23:30,429 INFO [train.py:818] (3/4) Epoch 25, batch 2050, loss[loss=0.07912, over 7484.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02413, over 26.00 utterances.], tot_loss[loss=0.07358, over 1463156.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.05719, over 4623.85 utterances.], batch size: 26, lr: 2.25e-04 2022-11-24 15:24:06,290 INFO [train.py:818] (3/4) Epoch 25, batch 2100, loss[loss=0.09822, over 7472.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.1474, over 40.00 utterances.], tot_loss[loss=0.07335, over 1464914.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05219, over 4615.90 utterances.], batch size: 40, lr: 2.25e-04 2022-11-24 15:24:42,676 INFO [train.py:818] (3/4) Epoch 25, batch 2150, loss[loss=0.06155, over 7306.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009245, over 17.00 utterances.], tot_loss[loss=0.07197, over 1464880.46 frames. utt_duration=1300 frames, utt_pad_proportion=0.04467, over 4514.29 utterances.], batch size: 17, lr: 2.25e-04 2022-11-24 15:25:17,953 INFO [train.py:818] (3/4) Epoch 25, batch 2200, loss[loss=0.05057, over 7183.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.07177, over 1465509.55 frames. utt_duration=1308 frames, utt_pad_proportion=0.04021, over 4485.78 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:25:54,648 INFO [train.py:818] (3/4) Epoch 25, batch 2250, loss[loss=0.1026, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02367, over 25.00 utterances.], tot_loss[loss=0.0711, over 1466364.75 frames. utt_duration=1307 frames, utt_pad_proportion=0.03796, over 4493.22 utterances.], batch size: 25, lr: 2.25e-04 2022-11-24 15:26:31,771 INFO [train.py:818] (3/4) Epoch 25, batch 2300, loss[loss=0.12, over 7289.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.01001, over 22.00 utterances.], tot_loss[loss=0.07191, over 1466286.67 frames. utt_duration=1290 frames, utt_pad_proportion=0.04278, over 4552.34 utterances.], batch size: 22, lr: 2.25e-04 2022-11-24 15:27:08,624 INFO [train.py:818] (3/4) Epoch 25, batch 2350, loss[loss=0.07482, over 7197.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006552, over 18.00 utterances.], tot_loss[loss=0.07114, over 1466521.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.04574, over 4528.77 utterances.], batch size: 18, lr: 2.25e-04 2022-11-24 15:27:47,229 INFO [train.py:818] (3/4) Epoch 25, batch 2400, loss[loss=0.0815, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0133, over 24.00 utterances.], tot_loss[loss=0.07134, over 1466163.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.05815, over 4710.68 utterances.], batch size: 24, lr: 2.25e-04 2022-11-24 15:28:23,627 INFO [train.py:818] (3/4) Epoch 25, batch 2450, loss[loss=0.06456, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], tot_loss[loss=0.07099, over 1465557.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05061, over 4628.36 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:28:58,483 INFO [train.py:818] (3/4) Epoch 25, batch 2500, loss[loss=0.1154, over 7358.00 frames. utt_duration=756 frames, utt_pad_proportion=0.1399, over 39.00 utterances.], tot_loss[loss=0.07032, over 1465683.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.04607, over 4571.76 utterances.], batch size: 39, lr: 2.25e-04 2022-11-24 15:29:47,018 INFO [train.py:818] (3/4) Epoch 25, batch 2550, loss[loss=0.07787, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01433, over 24.00 utterances.], tot_loss[loss=0.07195, over 1465233.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.05554, over 4691.05 utterances.], batch size: 24, lr: 2.25e-04 2022-11-24 15:30:23,142 INFO [train.py:818] (3/4) Epoch 25, batch 2600, loss[loss=0.08077, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01327, over 24.00 utterances.], tot_loss[loss=0.07146, over 1465520.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05233, over 4642.28 utterances.], batch size: 24, lr: 2.25e-04 2022-11-24 15:31:00,614 INFO [train.py:818] (3/4) Epoch 25, batch 2650, loss[loss=0.03396, over 7190.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005598, over 21.00 utterances.], tot_loss[loss=0.07165, over 1464990.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06174, over 4799.29 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:31:37,603 INFO [train.py:818] (3/4) Epoch 25, batch 2700, loss[loss=0.0437, over 7294.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01124, over 17.00 utterances.], tot_loss[loss=0.07105, over 1464104.59 frames. utt_duration=1239 frames, utt_pad_proportion=0.06055, over 4733.44 utterances.], batch size: 17, lr: 2.25e-04 2022-11-24 15:32:14,155 INFO [train.py:818] (3/4) Epoch 25, batch 2750, loss[loss=0.1025, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005757, over 21.00 utterances.], tot_loss[loss=0.07182, over 1463917.67 frames. utt_duration=1207 frames, utt_pad_proportion=0.07394, over 4858.34 utterances.], batch size: 21, lr: 2.25e-04 2022-11-24 15:32:50,879 INFO [train.py:818] (3/4) Epoch 25, batch 2800, loss[loss=0.07401, over 7146.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.009452, over 17.00 utterances.], tot_loss[loss=0.07176, over 1464553.09 frames. utt_duration=1225 frames, utt_pad_proportion=0.07189, over 4788.90 utterances.], batch size: 17, lr: 2.25e-04 2022-11-24 15:33:28,561 INFO [train.py:818] (3/4) Epoch 25, batch 2850, loss[loss=0.0443, over 7228.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03292, over 16.00 utterances.], tot_loss[loss=0.07162, over 1465226.50 frames. utt_duration=1236 frames, utt_pad_proportion=0.06898, over 4748.77 utterances.], batch size: 16, lr: 2.25e-04 2022-11-24 15:34:05,249 INFO [train.py:818] (3/4) Epoch 25, batch 2900, loss[loss=0.04926, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00823, over 17.00 utterances.], tot_loss[loss=0.07071, over 1465150.29 frames. utt_duration=1232 frames, utt_pad_proportion=0.06978, over 4761.49 utterances.], batch size: 17, lr: 2.25e-04 2022-11-24 15:34:43,450 INFO [train.py:818] (3/4) Epoch 25, batch 2950, loss[loss=0.09417, over 7470.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01365, over 24.00 utterances.], tot_loss[loss=0.07099, over 1465765.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.07151, over 4825.45 utterances.], batch size: 24, lr: 2.25e-04 2022-11-24 15:35:19,591 INFO [train.py:818] (3/4) Epoch 25, batch 3000, loss[loss=0.07321, over 7337.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.006627, over 23.00 utterances.], tot_loss[loss=0.07097, over 1466074.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06819, over 4808.85 utterances.], batch size: 23, lr: 2.25e-04 2022-11-24 15:35:19,593 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 15:35:39,515 INFO [train.py:847] (3/4) Epoch 25, validation: loss=0.04905, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 15:36:16,644 INFO [train.py:818] (3/4) Epoch 25, batch 3050, loss[loss=0.04622, over 7367.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007101, over 21.00 utterances.], tot_loss[loss=0.07082, over 1465869.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06872, over 4799.99 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:36:53,012 INFO [train.py:818] (3/4) Epoch 25, batch 3100, loss[loss=0.08693, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008518, over 22.00 utterances.], tot_loss[loss=0.07072, over 1464784.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05797, over 4670.11 utterances.], batch size: 22, lr: 2.24e-04 2022-11-24 15:37:28,467 INFO [train.py:818] (3/4) Epoch 25, batch 3150, loss[loss=0.07719, over 7218.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01442, over 24.00 utterances.], tot_loss[loss=0.07001, over 1464829.53 frames. utt_duration=1279 frames, utt_pad_proportion=0.05045, over 4586.18 utterances.], batch size: 24, lr: 2.24e-04 2022-11-24 15:38:05,985 INFO [train.py:818] (3/4) Epoch 25, batch 3200, loss[loss=0.06281, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008094, over 22.00 utterances.], tot_loss[loss=0.06995, over 1465177.90 frames. utt_duration=1282 frames, utt_pad_proportion=0.04836, over 4576.65 utterances.], batch size: 22, lr: 2.24e-04 2022-11-24 15:38:43,507 INFO [train.py:818] (3/4) Epoch 25, batch 3250, loss[loss=0.07165, over 7457.00 frames. utt_duration=963.7 frames, utt_pad_proportion=0.06795, over 31.00 utterances.], tot_loss[loss=0.07149, over 1464707.55 frames. utt_duration=1268 frames, utt_pad_proportion=0.05345, over 4626.66 utterances.], batch size: 31, lr: 2.24e-04 2022-11-24 15:39:20,223 INFO [train.py:818] (3/4) Epoch 25, batch 3300, loss[loss=0.07926, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005782, over 21.00 utterances.], tot_loss[loss=0.07181, over 1465440.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.05216, over 4625.99 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:39:57,852 INFO [train.py:818] (3/4) Epoch 25, batch 3350, loss[loss=0.06473, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.07125, over 1464535.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.04799, over 4610.36 utterances.], batch size: 19, lr: 2.24e-04 2022-11-24 15:40:33,338 INFO [train.py:818] (3/4) Epoch 25, batch 3400, loss[loss=0.09332, over 7439.00 frames. utt_duration=409 frames, utt_pad_proportion=0.3629, over 73.00 utterances.], tot_loss[loss=0.07096, over 1465611.07 frames. utt_duration=1246 frames, utt_pad_proportion=0.05948, over 4709.40 utterances.], batch size: 73, lr: 2.24e-04 2022-11-24 15:41:10,888 INFO [train.py:818] (3/4) Epoch 25, batch 3450, loss[loss=0.04812, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005181, over 21.00 utterances.], tot_loss[loss=0.07024, over 1465098.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.06833, over 4814.38 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:41:48,153 INFO [train.py:818] (3/4) Epoch 25, batch 3500, loss[loss=0.06494, over 7371.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007466, over 21.00 utterances.], tot_loss[loss=0.06978, over 1465826.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.05729, over 4660.65 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:42:23,023 INFO [train.py:818] (3/4) Epoch 25, batch 3550, loss[loss=0.0833, over 7212.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01755, over 24.00 utterances.], tot_loss[loss=0.07, over 1464531.66 frames. utt_duration=1280 frames, utt_pad_proportion=0.04898, over 4581.87 utterances.], batch size: 24, lr: 2.24e-04 2022-11-24 15:42:59,442 INFO [train.py:818] (3/4) Epoch 25, batch 3600, loss[loss=0.1061, over 7225.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01662, over 24.00 utterances.], tot_loss[loss=0.07074, over 1464006.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.04723, over 4568.87 utterances.], batch size: 24, lr: 2.24e-04 2022-11-24 15:43:37,645 INFO [train.py:818] (3/4) Epoch 25, batch 3650, loss[loss=0.05114, over 7318.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00769, over 18.00 utterances.], tot_loss[loss=0.07139, over 1464779.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.06365, over 4732.98 utterances.], batch size: 18, lr: 2.24e-04 2022-11-24 15:44:13,507 INFO [train.py:818] (3/4) Epoch 25, batch 3700, loss[loss=0.06517, over 7310.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006382, over 22.00 utterances.], tot_loss[loss=0.07134, over 1464619.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.06154, over 4708.64 utterances.], batch size: 22, lr: 2.24e-04 2022-11-24 15:44:51,417 INFO [train.py:818] (3/4) Epoch 25, batch 3750, loss[loss=0.0615, over 7316.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.1399, over 39.00 utterances.], tot_loss[loss=0.07189, over 1464555.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.06271, over 4730.29 utterances.], batch size: 39, lr: 2.24e-04 2022-11-24 15:45:28,294 INFO [train.py:818] (3/4) Epoch 25, batch 3800, loss[loss=0.06995, over 7170.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008635, over 17.00 utterances.], tot_loss[loss=0.07217, over 1463515.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.0582, over 4646.45 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:46:03,905 INFO [train.py:818] (3/4) Epoch 25, batch 3850, loss[loss=0.0677, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006847, over 21.00 utterances.], tot_loss[loss=0.07309, over 1463925.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.05478, over 4617.37 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:46:41,262 INFO [train.py:818] (3/4) Epoch 25, batch 3900, loss[loss=0.05821, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006823, over 22.00 utterances.], tot_loss[loss=0.0738, over 1463672.05 frames. utt_duration=1264 frames, utt_pad_proportion=0.05501, over 4637.38 utterances.], batch size: 22, lr: 2.24e-04 2022-11-24 15:47:17,678 INFO [train.py:818] (3/4) Epoch 25, batch 3950, loss[loss=0.05775, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007044, over 21.00 utterances.], tot_loss[loss=0.07319, over 1463696.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05515, over 4626.88 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:47:53,464 INFO [train.py:818] (3/4) Epoch 25, batch 4000, loss[loss=0.06153, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01013, over 17.00 utterances.], tot_loss[loss=0.07133, over 1464346.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04809, over 4545.58 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:48:31,906 INFO [train.py:818] (3/4) Epoch 25, batch 4050, loss[loss=0.05469, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.07099, over 1464617.91 frames. utt_duration=1286 frames, utt_pad_proportion=0.05155, over 4560.82 utterances.], batch size: 19, lr: 2.24e-04 2022-11-24 15:49:08,557 INFO [train.py:818] (3/4) Epoch 25, batch 4100, loss[loss=0.07667, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008438, over 17.00 utterances.], tot_loss[loss=0.07246, over 1465557.90 frames. utt_duration=1243 frames, utt_pad_proportion=0.06532, over 4720.56 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:49:44,804 INFO [train.py:818] (3/4) Epoch 25, batch 4150, loss[loss=0.07984, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008166, over 17.00 utterances.], tot_loss[loss=0.07375, over 1465337.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06784, over 4752.53 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:50:23,047 INFO [train.py:818] (3/4) Epoch 25, batch 4200, loss[loss=0.05975, over 7382.00 frames. utt_duration=739.9 frames, utt_pad_proportion=0.1407, over 40.00 utterances.], tot_loss[loss=0.0748, over 1465574.88 frames. utt_duration=1240 frames, utt_pad_proportion=0.06735, over 4734.15 utterances.], batch size: 40, lr: 2.24e-04 2022-11-24 15:50:58,964 INFO [train.py:818] (3/4) Epoch 25, batch 4250, loss[loss=0.08101, over 7289.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006199, over 21.00 utterances.], tot_loss[loss=0.0763, over 1465512.58 frames. utt_duration=1222 frames, utt_pad_proportion=0.07099, over 4804.27 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:51:35,885 INFO [train.py:818] (3/4) Epoch 25, batch 4300, loss[loss=0.1014, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007121, over 19.00 utterances.], tot_loss[loss=0.07799, over 1466233.08 frames. utt_duration=1228 frames, utt_pad_proportion=0.06503, over 4782.16 utterances.], batch size: 19, lr: 2.24e-04 2022-11-24 15:52:13,274 INFO [train.py:818] (3/4) Epoch 25, batch 4350, loss[loss=0.05837, over 7212.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004756, over 19.00 utterances.], tot_loss[loss=0.07951, over 1465689.63 frames. utt_duration=1240 frames, utt_pad_proportion=0.05962, over 4732.06 utterances.], batch size: 19, lr: 2.24e-04 2022-11-24 15:52:48,368 INFO [train.py:818] (3/4) Epoch 25, batch 4400, loss[loss=0.0497, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009821, over 17.00 utterances.], tot_loss[loss=0.07952, over 1465558.74 frames. utt_duration=1262 frames, utt_pad_proportion=0.05208, over 4648.94 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:53:25,979 INFO [train.py:818] (3/4) Epoch 25, batch 4450, loss[loss=0.07089, over 7463.00 frames. utt_duration=1660 frames, utt_pad_proportion=0.005559, over 18.00 utterances.], tot_loss[loss=0.08193, over 1466323.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.05417, over 4635.06 utterances.], batch size: 18, lr: 2.24e-04 2022-11-24 15:54:04,077 INFO [train.py:818] (3/4) Epoch 25, batch 4500, loss[loss=0.07769, over 7448.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007756, over 18.00 utterances.], tot_loss[loss=0.08471, over 1466155.07 frames. utt_duration=1215 frames, utt_pad_proportion=0.07051, over 4831.65 utterances.], batch size: 18, lr: 2.24e-04 2022-11-24 15:54:40,152 INFO [train.py:818] (3/4) Epoch 25, batch 4550, loss[loss=0.1014, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006847, over 21.00 utterances.], tot_loss[loss=0.08554, over 1465250.90 frames. utt_duration=1254 frames, utt_pad_proportion=0.05942, over 4678.23 utterances.], batch size: 21, lr: 2.24e-04 2022-11-24 15:55:17,215 INFO [train.py:818] (3/4) Epoch 25, batch 4600, loss[loss=0.0965, over 7435.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.005147, over 22.00 utterances.], tot_loss[loss=0.0865, over 1464599.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.06461, over 4743.51 utterances.], batch size: 22, lr: 2.24e-04 2022-11-24 15:55:54,301 INFO [train.py:818] (3/4) Epoch 25, batch 4650, loss[loss=0.1153, over 7379.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.3658, over 73.00 utterances.], tot_loss[loss=0.08675, over 1464680.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.07187, over 4810.99 utterances.], batch size: 73, lr: 2.24e-04 2022-11-24 15:56:29,783 INFO [train.py:818] (3/4) Epoch 25, batch 4700, loss[loss=0.09846, over 7201.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006652, over 18.00 utterances.], tot_loss[loss=0.08757, over 1464211.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.06875, over 4766.97 utterances.], batch size: 18, lr: 2.24e-04 2022-11-24 15:57:07,640 INFO [train.py:818] (3/4) Epoch 25, batch 4750, loss[loss=0.06266, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009935, over 23.00 utterances.], tot_loss[loss=0.0878, over 1464754.28 frames. utt_duration=1219 frames, utt_pad_proportion=0.06997, over 4811.56 utterances.], batch size: 23, lr: 2.24e-04 2022-11-24 15:57:44,667 INFO [train.py:818] (3/4) Epoch 25, batch 4800, loss[loss=0.06191, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.00781, over 17.00 utterances.], tot_loss[loss=0.08774, over 1465559.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.07107, over 4806.79 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 15:58:21,504 INFO [train.py:818] (3/4) Epoch 25, batch 4850, loss[loss=0.0965, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.01956, over 25.00 utterances.], tot_loss[loss=0.08946, over 1464598.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07103, over 4847.70 utterances.], batch size: 25, lr: 2.24e-04 2022-11-24 15:59:00,477 INFO [train.py:818] (3/4) Epoch 25, batch 4900, loss[loss=0.07835, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006785, over 18.00 utterances.], tot_loss[loss=0.08945, over 1464983.92 frames. utt_duration=1217 frames, utt_pad_proportion=0.0689, over 4820.82 utterances.], batch size: 18, lr: 2.24e-04 2022-11-24 15:59:36,747 INFO [train.py:818] (3/4) Epoch 25, batch 4950, loss[loss=0.05949, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009188, over 17.00 utterances.], tot_loss[loss=0.08938, over 1466309.53 frames. utt_duration=1238 frames, utt_pad_proportion=0.06296, over 4744.06 utterances.], batch size: 17, lr: 2.24e-04 2022-11-24 16:00:13,465 INFO [train.py:818] (3/4) Epoch 25, batch 5000, loss[loss=0.07736, over 7273.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006276, over 21.00 utterances.], tot_loss[loss=0.08809, over 1466844.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.05794, over 4685.50 utterances.], batch size: 21, lr: 2.23e-04 2022-11-24 16:00:51,194 INFO [train.py:818] (3/4) Epoch 25, batch 5050, loss[loss=0.07778, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.02959, over 27.00 utterances.], tot_loss[loss=0.08863, over 1467971.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06384, over 4755.30 utterances.], batch size: 27, lr: 2.23e-04 2022-11-24 16:01:26,945 INFO [train.py:818] (3/4) Epoch 25, batch 5100, loss[loss=0.1037, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005885, over 21.00 utterances.], tot_loss[loss=0.0893, over 1466551.08 frames. utt_duration=1217 frames, utt_pad_proportion=0.06946, over 4824.35 utterances.], batch size: 21, lr: 2.23e-04 2022-11-24 16:02:04,280 INFO [train.py:818] (3/4) Epoch 25, batch 5150, loss[loss=0.06554, over 7456.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1293, over 39.00 utterances.], tot_loss[loss=0.0883, over 1465596.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.06395, over 4775.63 utterances.], batch size: 39, lr: 2.23e-04 2022-11-24 16:02:41,693 INFO [train.py:818] (3/4) Epoch 25, batch 5200, loss[loss=0.1037, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009344, over 18.00 utterances.], tot_loss[loss=0.08834, over 1465507.69 frames. utt_duration=1218 frames, utt_pad_proportion=0.06783, over 4820.17 utterances.], batch size: 18, lr: 2.23e-04 2022-11-24 16:03:18,358 INFO [train.py:818] (3/4) Epoch 25, batch 5250, loss[loss=0.07979, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005594, over 18.00 utterances.], tot_loss[loss=0.08749, over 1465244.13 frames. utt_duration=1232 frames, utt_pad_proportion=0.06218, over 4761.41 utterances.], batch size: 18, lr: 2.23e-04 2022-11-24 16:03:55,461 INFO [train.py:818] (3/4) Epoch 25, batch 5300, loss[loss=0.06788, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.007876, over 17.00 utterances.], tot_loss[loss=0.08841, over 1464510.97 frames. utt_duration=1204 frames, utt_pad_proportion=0.07003, over 4872.72 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:04:32,290 INFO [train.py:818] (3/4) Epoch 25, batch 5350, loss[loss=0.08834, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009174, over 22.00 utterances.], tot_loss[loss=0.0876, over 1465765.01 frames. utt_duration=1224 frames, utt_pad_proportion=0.06213, over 4796.72 utterances.], batch size: 22, lr: 2.23e-04 2022-11-24 16:05:08,318 INFO [train.py:818] (3/4) Epoch 25, batch 5400, loss[loss=0.1327, over 7184.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007006, over 22.00 utterances.], tot_loss[loss=0.08933, over 1467152.82 frames. utt_duration=1192 frames, utt_pad_proportion=0.07079, over 4931.00 utterances.], batch size: 22, lr: 2.23e-04 2022-11-24 16:05:46,680 INFO [train.py:818] (3/4) Epoch 25, batch 5450, loss[loss=0.05863, over 7210.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004311, over 19.00 utterances.], tot_loss[loss=0.08958, over 1466556.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.06352, over 4804.79 utterances.], batch size: 19, lr: 2.23e-04 2022-11-24 16:06:22,028 INFO [train.py:818] (3/4) Epoch 25, batch 5500, loss[loss=0.08843, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006702, over 20.00 utterances.], tot_loss[loss=0.08978, over 1467758.97 frames. utt_duration=1233 frames, utt_pad_proportion=0.05878, over 4769.03 utterances.], batch size: 20, lr: 2.23e-04 2022-11-24 16:06:58,726 INFO [train.py:818] (3/4) Epoch 25, batch 5550, loss[loss=0.08677, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005512, over 19.00 utterances.], tot_loss[loss=0.09035, over 1467317.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.05669, over 4763.14 utterances.], batch size: 19, lr: 2.23e-04 2022-11-24 16:07:35,556 INFO [train.py:818] (3/4) Epoch 25, batch 5600, loss[loss=0.07678, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.08996, over 1466573.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.05469, over 4723.92 utterances.], batch size: 21, lr: 2.23e-04 2022-11-24 16:08:11,547 INFO [train.py:818] (3/4) Epoch 25, batch 5650, loss[loss=0.08945, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004976, over 20.00 utterances.], tot_loss[loss=0.08847, over 1465763.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.0516, over 4652.24 utterances.], batch size: 20, lr: 2.23e-04 2022-11-24 16:08:48,762 INFO [train.py:818] (3/4) Epoch 25, batch 5700, loss[loss=0.114, over 7420.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00569, over 22.00 utterances.], tot_loss[loss=0.08967, over 1465690.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06, over 4774.45 utterances.], batch size: 22, lr: 2.23e-04 2022-11-24 16:09:26,155 INFO [train.py:818] (3/4) Epoch 25, batch 5750, loss[loss=0.085, over 7369.00 frames. utt_duration=952.5 frames, utt_pad_proportion=0.07612, over 31.00 utterances.], tot_loss[loss=0.08962, over 1466636.83 frames. utt_duration=1233 frames, utt_pad_proportion=0.05708, over 4765.61 utterances.], batch size: 31, lr: 2.23e-04 2022-11-24 16:10:02,897 INFO [train.py:818] (3/4) Epoch 25, batch 5800, loss[loss=0.08358, over 7303.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004935, over 20.00 utterances.], tot_loss[loss=0.08888, over 1465563.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.05616, over 4721.03 utterances.], batch size: 20, lr: 2.23e-04 2022-11-24 16:10:40,966 INFO [train.py:818] (3/4) Epoch 25, batch 5850, loss[loss=0.1429, over 7352.00 frames. utt_duration=398.8 frames, utt_pad_proportion=0.3788, over 74.00 utterances.], tot_loss[loss=0.08889, over 1466353.12 frames. utt_duration=1231 frames, utt_pad_proportion=0.05858, over 4769.77 utterances.], batch size: 74, lr: 2.23e-04 2022-11-24 16:11:17,491 INFO [train.py:818] (3/4) Epoch 25, batch 5900, loss[loss=0.1356, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0142, over 24.00 utterances.], tot_loss[loss=0.0889, over 1467351.43 frames. utt_duration=1240 frames, utt_pad_proportion=0.05638, over 4740.74 utterances.], batch size: 24, lr: 2.23e-04 2022-11-24 16:11:52,861 INFO [train.py:818] (3/4) Epoch 25, batch 5950, loss[loss=0.09556, over 7275.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03826, over 27.00 utterances.], tot_loss[loss=0.08787, over 1467213.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.05263, over 4671.96 utterances.], batch size: 27, lr: 2.23e-04 2022-11-24 16:12:30,596 INFO [train.py:818] (3/4) Epoch 25, batch 6000, loss[loss=0.08697, over 7205.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01532, over 24.00 utterances.], tot_loss[loss=0.08685, over 1466986.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05496, over 4693.52 utterances.], batch size: 24, lr: 2.23e-04 2022-11-24 16:12:30,597 INFO [train.py:838] (3/4) Computing validation loss 2022-11-24 16:12:50,555 INFO [train.py:847] (3/4) Epoch 25, validation: loss=0.04716, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances. 2022-11-24 16:13:26,244 INFO [train.py:818] (3/4) Epoch 25, batch 6050, loss[loss=0.07877, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007892, over 18.00 utterances.], tot_loss[loss=0.08718, over 1466089.84 frames. utt_duration=1258 frames, utt_pad_proportion=0.05195, over 4668.64 utterances.], batch size: 18, lr: 2.23e-04 2022-11-24 16:14:04,927 INFO [train.py:818] (3/4) Epoch 25, batch 6100, loss[loss=0.05526, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004759, over 20.00 utterances.], tot_loss[loss=0.08744, over 1466078.91 frames. utt_duration=1213 frames, utt_pad_proportion=0.06806, over 4838.90 utterances.], batch size: 20, lr: 2.23e-04 2022-11-24 16:14:42,423 INFO [train.py:818] (3/4) Epoch 25, batch 6150, loss[loss=0.07511, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009643, over 17.00 utterances.], tot_loss[loss=0.08717, over 1465850.96 frames. utt_duration=1238 frames, utt_pad_proportion=0.06213, over 4740.78 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:15:19,505 INFO [train.py:818] (3/4) Epoch 25, batch 6200, loss[loss=0.1014, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009961, over 23.00 utterances.], tot_loss[loss=0.08708, over 1465387.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05382, over 4647.16 utterances.], batch size: 23, lr: 2.23e-04 2022-11-24 16:15:55,999 INFO [train.py:818] (3/4) Epoch 25, batch 6250, loss[loss=0.08185, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005948, over 21.00 utterances.], tot_loss[loss=0.0857, over 1466222.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.0581, over 4680.26 utterances.], batch size: 21, lr: 2.23e-04 2022-11-24 16:16:32,030 INFO [train.py:818] (3/4) Epoch 25, batch 6300, loss[loss=0.09399, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007742, over 17.00 utterances.], tot_loss[loss=0.08623, over 1466639.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05998, over 4706.69 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:17:09,829 INFO [train.py:818] (3/4) Epoch 25, batch 6350, loss[loss=0.1025, over 7341.00 frames. utt_duration=403.6 frames, utt_pad_proportion=0.3674, over 73.00 utterances.], tot_loss[loss=0.08589, over 1468313.77 frames. utt_duration=1197 frames, utt_pad_proportion=0.07969, over 4912.52 utterances.], batch size: 73, lr: 2.23e-04 2022-11-24 16:17:46,872 INFO [train.py:818] (3/4) Epoch 25, batch 6400, loss[loss=0.06354, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008486, over 17.00 utterances.], tot_loss[loss=0.08564, over 1466788.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07378, over 4848.60 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:18:22,802 INFO [train.py:818] (3/4) Epoch 25, batch 6450, loss[loss=0.05042, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006109, over 19.00 utterances.], tot_loss[loss=0.08636, over 1466453.17 frames. utt_duration=1217 frames, utt_pad_proportion=0.07117, over 4825.39 utterances.], batch size: 19, lr: 2.23e-04 2022-11-24 16:19:00,426 INFO [train.py:818] (3/4) Epoch 25, batch 6500, loss[loss=0.08175, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005721, over 18.00 utterances.], tot_loss[loss=0.08731, over 1466605.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06561, over 4737.63 utterances.], batch size: 18, lr: 2.23e-04 2022-11-24 16:19:36,804 INFO [train.py:818] (3/4) Epoch 25, batch 6550, loss[loss=0.08377, over 7286.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006809, over 19.00 utterances.], tot_loss[loss=0.08723, over 1466687.90 frames. utt_duration=1249 frames, utt_pad_proportion=0.06179, over 4700.93 utterances.], batch size: 19, lr: 2.23e-04 2022-11-24 16:20:12,166 INFO [train.py:818] (3/4) Epoch 25, batch 6600, loss[loss=0.07537, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006736, over 19.00 utterances.], tot_loss[loss=0.08796, over 1466178.94 frames. utt_duration=1255 frames, utt_pad_proportion=0.05903, over 4678.63 utterances.], batch size: 19, lr: 2.23e-04 2022-11-24 16:20:49,582 INFO [train.py:818] (3/4) Epoch 25, batch 6650, loss[loss=0.07808, over 7373.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005725, over 21.00 utterances.], tot_loss[loss=0.08835, over 1466682.23 frames. utt_duration=1243 frames, utt_pad_proportion=0.06132, over 4723.98 utterances.], batch size: 21, lr: 2.23e-04 2022-11-24 16:21:26,464 INFO [train.py:818] (3/4) Epoch 25, batch 6700, loss[loss=0.07079, over 7321.00 frames. utt_duration=1832 frames, utt_pad_proportion=0.0441, over 16.00 utterances.], tot_loss[loss=0.08787, over 1467045.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06212, over 4772.83 utterances.], batch size: 16, lr: 2.23e-04 2022-11-24 16:22:02,763 INFO [train.py:818] (3/4) Epoch 25, batch 6750, loss[loss=0.07746, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.012, over 17.00 utterances.], tot_loss[loss=0.08845, over 1466870.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.05812, over 4733.30 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:22:39,336 INFO [train.py:818] (3/4) Epoch 25, batch 6800, loss[loss=0.1112, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007396, over 17.00 utterances.], tot_loss[loss=0.08944, over 1466829.26 frames. utt_duration=1245 frames, utt_pad_proportion=0.05855, over 4717.08 utterances.], batch size: 17, lr: 2.23e-04 2022-11-24 16:23:16,011 INFO [train.py:818] (3/4) Epoch 25, batch 6850, loss[loss=0.07488, over 7330.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.005894, over 18.00 utterances.], tot_loss[loss=0.08927, over 1466174.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06194, over 4729.90 utterances.], batch size: 18, lr: 2.23e-04 2022-11-24 16:23:52,574 INFO [train.py:818] (3/4) Epoch 25, batch 6900, loss[loss=0.08488, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.007881, over 23.00 utterances.], tot_loss[loss=0.08894, over 1468272.30 frames. utt_duration=1252 frames, utt_pad_proportion=0.06054, over 4695.20 utterances.], batch size: 23, lr: 2.23e-04 2022-11-24 16:24:29,550 INFO [train.py:818] (3/4) Epoch 25, batch 6950, loss[loss=0.06732, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00677, over 19.00 utterances.], tot_loss[loss=0.08782, over 1468502.43 frames. utt_duration=1251 frames, utt_pad_proportion=0.06494, over 4702.07 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:25:07,163 INFO [train.py:818] (3/4) Epoch 25, batch 7000, loss[loss=0.07067, over 7337.00 frames. utt_duration=773.5 frames, utt_pad_proportion=0.122, over 38.00 utterances.], tot_loss[loss=0.08778, over 1468144.67 frames. utt_duration=1228 frames, utt_pad_proportion=0.07135, over 4788.51 utterances.], batch size: 38, lr: 2.22e-04 2022-11-24 16:25:43,914 INFO [train.py:818] (3/4) Epoch 25, batch 7050, loss[loss=0.08496, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01703, over 24.00 utterances.], tot_loss[loss=0.08658, over 1466887.27 frames. utt_duration=1242 frames, utt_pad_proportion=0.06314, over 4731.60 utterances.], batch size: 24, lr: 2.22e-04 2022-11-24 16:26:21,357 INFO [train.py:818] (3/4) Epoch 25, batch 7100, loss[loss=0.08007, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005999, over 21.00 utterances.], tot_loss[loss=0.08692, over 1467007.43 frames. utt_duration=1200 frames, utt_pad_proportion=0.0766, over 4895.01 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:26:57,991 INFO [train.py:818] (3/4) Epoch 25, batch 7150, loss[loss=0.09434, over 7463.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.007012, over 21.00 utterances.], tot_loss[loss=0.08668, over 1465859.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06948, over 4800.82 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:27:35,739 INFO [train.py:818] (3/4) Epoch 25, batch 7200, loss[loss=0.1035, over 7469.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01453, over 24.00 utterances.], tot_loss[loss=0.08733, over 1466862.66 frames. utt_duration=1208 frames, utt_pad_proportion=0.07615, over 4864.17 utterances.], batch size: 24, lr: 2.22e-04 2022-11-24 16:28:13,356 INFO [train.py:818] (3/4) Epoch 25, batch 7250, loss[loss=0.08594, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005519, over 19.00 utterances.], tot_loss[loss=0.08707, over 1466128.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.07807, over 4886.66 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:28:50,220 INFO [train.py:818] (3/4) Epoch 25, batch 7300, loss[loss=0.1049, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006704, over 21.00 utterances.], tot_loss[loss=0.08872, over 1465401.95 frames. utt_duration=1199 frames, utt_pad_proportion=0.08033, over 4896.28 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:29:26,649 INFO [train.py:818] (3/4) Epoch 25, batch 7350, loss[loss=0.07705, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009036, over 22.00 utterances.], tot_loss[loss=0.08779, over 1465726.36 frames. utt_duration=1208 frames, utt_pad_proportion=0.07284, over 4859.14 utterances.], batch size: 22, lr: 2.22e-04 2022-11-24 16:30:03,718 INFO [train.py:818] (3/4) Epoch 25, batch 7400, loss[loss=0.07104, over 7338.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01054, over 23.00 utterances.], tot_loss[loss=0.08987, over 1466457.89 frames. utt_duration=1191 frames, utt_pad_proportion=0.0759, over 4930.61 utterances.], batch size: 23, lr: 2.22e-04 2022-11-24 16:30:41,593 INFO [train.py:818] (3/4) Epoch 25, batch 7450, loss[loss=0.08693, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005675, over 19.00 utterances.], tot_loss[loss=0.08906, over 1468454.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.06945, over 4850.13 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:31:19,075 INFO [train.py:818] (3/4) Epoch 25, batch 7500, loss[loss=0.06704, over 7242.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.06075, over 16.00 utterances.], tot_loss[loss=0.08906, over 1467382.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.07335, over 4893.01 utterances.], batch size: 16, lr: 2.22e-04 2022-11-24 16:31:55,929 INFO [train.py:818] (3/4) Epoch 25, batch 7550, loss[loss=0.08617, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006814, over 19.00 utterances.], tot_loss[loss=0.08894, over 1466683.96 frames. utt_duration=1198 frames, utt_pad_proportion=0.07493, over 4903.66 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:32:33,936 INFO [train.py:818] (3/4) Epoch 25, batch 7600, loss[loss=0.09291, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004951, over 21.00 utterances.], tot_loss[loss=0.08778, over 1466115.23 frames. utt_duration=1199 frames, utt_pad_proportion=0.07203, over 4896.00 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:33:11,024 INFO [train.py:818] (3/4) Epoch 25, batch 7650, loss[loss=0.0807, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00744, over 22.00 utterances.], tot_loss[loss=0.08774, over 1465498.66 frames. utt_duration=1189 frames, utt_pad_proportion=0.07665, over 4935.61 utterances.], batch size: 22, lr: 2.22e-04 2022-11-24 16:33:47,550 INFO [train.py:818] (3/4) Epoch 25, batch 7700, loss[loss=0.08355, over 7207.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01428, over 24.00 utterances.], tot_loss[loss=0.08714, over 1467643.11 frames. utt_duration=1200 frames, utt_pad_proportion=0.07114, over 4899.28 utterances.], batch size: 24, lr: 2.22e-04 2022-11-24 16:34:25,514 INFO [train.py:818] (3/4) Epoch 25, batch 7750, loss[loss=0.1099, over 7381.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006621, over 19.00 utterances.], tot_loss[loss=0.08775, over 1467038.65 frames. utt_duration=1199 frames, utt_pad_proportion=0.07182, over 4901.66 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:35:01,934 INFO [train.py:818] (3/4) Epoch 25, batch 7800, loss[loss=0.1176, over 7459.00 frames. utt_duration=1422 frames, utt_pad_proportion=0.006817, over 21.00 utterances.], tot_loss[loss=0.088, over 1466308.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.06931, over 4842.92 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:35:39,402 INFO [train.py:818] (3/4) Epoch 25, batch 7850, loss[loss=0.07754, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00791, over 22.00 utterances.], tot_loss[loss=0.08754, over 1466628.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06785, over 4832.09 utterances.], batch size: 22, lr: 2.22e-04 2022-11-24 16:36:16,798 INFO [train.py:818] (3/4) Epoch 25, batch 7900, loss[loss=0.07532, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006171, over 20.00 utterances.], tot_loss[loss=0.08674, over 1465308.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06786, over 4798.22 utterances.], batch size: 20, lr: 2.22e-04 2022-11-24 16:36:53,246 INFO [train.py:818] (3/4) Epoch 25, batch 7950, loss[loss=0.1308, over 7259.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.057, over 30.00 utterances.], tot_loss[loss=0.08588, over 1463904.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.05781, over 4671.00 utterances.], batch size: 30, lr: 2.22e-04 2022-11-24 16:37:30,466 INFO [train.py:818] (3/4) Epoch 25, batch 8000, loss[loss=0.04871, over 7299.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00791, over 22.00 utterances.], tot_loss[loss=0.08564, over 1463952.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.05673, over 4670.14 utterances.], batch size: 22, lr: 2.22e-04 2022-11-24 16:38:08,479 INFO [train.py:818] (3/4) Epoch 25, batch 8050, loss[loss=0.08682, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007668, over 22.00 utterances.], tot_loss[loss=0.08666, over 1464698.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.06794, over 4818.06 utterances.], batch size: 22, lr: 2.22e-04 2022-11-24 16:38:44,324 INFO [train.py:818] (3/4) Epoch 25, batch 8100, loss[loss=0.1396, over 7213.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.003589, over 20.00 utterances.], tot_loss[loss=0.0868, over 1463743.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.06543, over 4765.68 utterances.], batch size: 20, lr: 2.22e-04 2022-11-24 16:39:22,942 INFO [train.py:818] (3/4) Epoch 25, batch 8150, loss[loss=0.05413, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005676, over 19.00 utterances.], tot_loss[loss=0.08582, over 1463971.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06408, over 4760.03 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:39:59,492 INFO [train.py:818] (3/4) Epoch 25, batch 8200, loss[loss=0.07346, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.0866, over 1464783.48 frames. utt_duration=1229 frames, utt_pad_proportion=0.06508, over 4774.11 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:40:37,600 INFO [train.py:818] (3/4) Epoch 25, batch 8250, loss[loss=0.06418, over 7412.00 frames. utt_duration=957.7 frames, utt_pad_proportion=0.07018, over 31.00 utterances.], tot_loss[loss=0.08666, over 1465646.09 frames. utt_duration=1215 frames, utt_pad_proportion=0.07179, over 4832.25 utterances.], batch size: 31, lr: 2.22e-04 2022-11-24 16:41:14,132 INFO [train.py:818] (3/4) Epoch 25, batch 8300, loss[loss=0.0829, over 7372.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.006062, over 21.00 utterances.], tot_loss[loss=0.08483, over 1465185.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06579, over 4721.44 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:41:51,482 INFO [train.py:818] (3/4) Epoch 25, batch 8350, loss[loss=0.07159, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00672, over 18.00 utterances.], tot_loss[loss=0.08553, over 1465762.48 frames. utt_duration=1222 frames, utt_pad_proportion=0.06999, over 4803.16 utterances.], batch size: 18, lr: 2.22e-04 2022-11-24 16:42:29,612 INFO [train.py:818] (3/4) Epoch 25, batch 8400, loss[loss=0.0831, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006702, over 19.00 utterances.], tot_loss[loss=0.08582, over 1465536.73 frames. utt_duration=1177 frames, utt_pad_proportion=0.07747, over 4985.50 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:43:06,145 INFO [train.py:818] (3/4) Epoch 25, batch 8450, loss[loss=0.08296, over 7236.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02074, over 25.00 utterances.], tot_loss[loss=0.085, over 1465757.68 frames. utt_duration=1197 frames, utt_pad_proportion=0.07105, over 4903.62 utterances.], batch size: 25, lr: 2.22e-04 2022-11-24 16:43:42,667 INFO [train.py:818] (3/4) Epoch 25, batch 8500, loss[loss=0.0612, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00511, over 19.00 utterances.], tot_loss[loss=0.08651, over 1464589.20 frames. utt_duration=1227 frames, utt_pad_proportion=0.06167, over 4781.79 utterances.], batch size: 19, lr: 2.22e-04 2022-11-24 16:44:20,586 INFO [train.py:818] (3/4) Epoch 25, batch 8550, loss[loss=0.06637, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01203, over 24.00 utterances.], tot_loss[loss=0.08707, over 1465124.79 frames. utt_duration=1211 frames, utt_pad_proportion=0.06676, over 4845.92 utterances.], batch size: 24, lr: 2.22e-04 2022-11-24 16:44:57,677 INFO [train.py:818] (3/4) Epoch 25, batch 8600, loss[loss=0.08405, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00562, over 21.00 utterances.], tot_loss[loss=0.08648, over 1464594.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.06533, over 4818.08 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:45:33,701 INFO [train.py:818] (3/4) Epoch 25, batch 8650, loss[loss=0.09553, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008888, over 18.00 utterances.], tot_loss[loss=0.08683, over 1463875.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.05995, over 4735.17 utterances.], batch size: 18, lr: 2.22e-04 2022-11-24 16:46:10,011 INFO [train.py:818] (3/4) Epoch 25, batch 8700, loss[loss=0.1033, over 7384.00 frames. utt_duration=758.9 frames, utt_pad_proportion=0.1276, over 39.00 utterances.], tot_loss[loss=0.08715, over 1464741.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.05928, over 4748.21 utterances.], batch size: 39, lr: 2.22e-04 2022-11-24 16:46:46,998 INFO [train.py:818] (3/4) Epoch 25, batch 8750, loss[loss=0.1246, over 7262.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04063, over 27.00 utterances.], tot_loss[loss=0.08778, over 1464473.69 frames. utt_duration=1210 frames, utt_pad_proportion=0.06661, over 4845.68 utterances.], batch size: 27, lr: 2.22e-04 2022-11-24 16:47:22,596 INFO [train.py:818] (3/4) Epoch 25, batch 8800, loss[loss=0.07128, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.08771, over 1465700.06 frames. utt_duration=1212 frames, utt_pad_proportion=0.06562, over 4841.45 utterances.], batch size: 21, lr: 2.22e-04 2022-11-24 16:47:59,612 INFO [train.py:818] (3/4) Epoch 25, batch 8850, loss[loss=0.06799, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04234, over 16.00 utterances.], tot_loss[loss=0.08804, over 1466204.39 frames. utt_duration=1208 frames, utt_pad_proportion=0.06931, over 4862.14 utterances.], batch size: 16, lr: 2.22e-04 2022-11-24 16:48:38,222 INFO [train.py:1058] (3/4) Done!